From 857e8466fc6213653c0c31d4088af5f0298cbdb0 Mon Sep 17 00:00:00 2001 From: EricMichaelSmith Date: Mon, 26 Oct 2020 16:48:26 -0400 Subject: [PATCH 1/5] Record received messages --- mephisto/server/architects/mock_architect.py | 4 ++-- test/core/test_supervisor.py | 8 ++++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/mephisto/server/architects/mock_architect.py b/mephisto/server/architects/mock_architect.py index b6e4ca66e..5434718b4 100644 --- a/mephisto/server/architects/mock_architect.py +++ b/mephisto/server/architects/mock_architect.py @@ -90,7 +90,7 @@ def on_message(self, message_text): if message["packet_type"] == PACKET_TYPE_ALIVE: self.app.last_alive_packet = message elif message["packet_type"] == PACKET_TYPE_AGENT_ACTION: - self.app.actions_observed += 1 + self.app.received_messages.append(message) elif message["packet_type"] != PACKET_TYPE_REQUEST_AGENT_STATUS: self.app.last_packet = message @@ -116,7 +116,7 @@ def __init__(self, port): self.port = port self.running_instance = None self.last_alive_packet: Optional[Dict[str, Any]] = None - self.actions_observed = 0 + self.received_messages = [] self.last_packet: Optional[Dict[str, Any]] = None tornado_settings = { "autoescape": None, diff --git a/test/core/test_supervisor.py b/test/core/test_supervisor.py index ddad3cb90..d8d3022dd 100644 --- a/test/core/test_supervisor.py +++ b/test/core/test_supervisor.py @@ -232,7 +232,7 @@ def test_register_concurrent_job(self): start_time = time.time() TIMEOUT_TIME = 1 while time.time() - start_time < TIMEOUT_TIME: - if self.architect.server.actions_observed == 2: + if len(self.architect.server.received_messages) == 2: break time.sleep(0.1) self.assertLess( @@ -352,7 +352,7 @@ def test_register_job(self): start_time = time.time() TIMEOUT_TIME = 1 while time.time() - start_time < TIMEOUT_TIME: - if self.architect.server.actions_observed == 2: + if len(self.architect.server.received_messages) == 2: break time.sleep(0.1) self.assertLess( @@ -596,7 +596,7 @@ def test_register_concurrent_job_with_onboarding(self): start_time = time.time() TIMEOUT_TIME = 1 while time.time() - start_time < TIMEOUT_TIME: - if self.architect.server.actions_observed == 2: + if len(self.architect.server.received_messages) == 2: break time.sleep(0.1) self.assertLess( @@ -829,7 +829,7 @@ def test_register_job_with_onboarding(self): start_time = time.time() TIMEOUT_TIME = 1 while time.time() - start_time < TIMEOUT_TIME: - if self.architect.server.actions_observed == 2: + if len(self.architect.server.received_messages) == 2: break time.sleep(0.1) self.assertLess( From 8ba1066556be9302d81412daae5056a47fc2a856 Mon Sep 17 00:00:00 2001 From: EricMichaelSmith Date: Mon, 26 Oct 2020 17:01:30 -0400 Subject: [PATCH 2/5] Check for new message --- mephisto/server/architects/mock_architect.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/mephisto/server/architects/mock_architect.py b/mephisto/server/architects/mock_architect.py index 5434718b4..b4082fc39 100644 --- a/mephisto/server/architects/mock_architect.py +++ b/mephisto/server/architects/mock_architect.py @@ -91,6 +91,7 @@ def on_message(self, message_text): self.app.last_alive_packet = message elif message["packet_type"] == PACKET_TYPE_AGENT_ACTION: self.app.received_messages.append(message) + self.app.new_agent_message = True elif message["packet_type"] != PACKET_TYPE_REQUEST_AGENT_STATUS: self.app.last_packet = message @@ -117,6 +118,7 @@ def __init__(self, port): self.running_instance = None self.last_alive_packet: Optional[Dict[str, Any]] = None self.received_messages = [] + self.new_agent_message = False # Has a new message for the agent been received self.last_packet: Optional[Dict[str, Any]] = None tornado_settings = { "autoescape": None, @@ -179,6 +181,20 @@ def send_agent_act(self, agent_id, act_content): } ) + def get_agent_message(self, timeout: float = 1.0) -> dict: + """ + Return a message once received, or raise an exception on timeout. + """ + start_time = time.time() + while time.time() - start_time < timeout: + if self.new_agent_message: + self.new_agent_message = False + return self.received_messages[-1] + else: + time.sleep(0.1) + else: + raise TimeoutError("Message for agent not received!") + def register_mock_agent(self, worker_id, agent_details): """ Send a packet asking to register a mock agent. 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new file mode 100644 index 000000000..0460f4675 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,14 @@ +**/node_modules +**/.git +**/.mypy_cache +**/build/* +data/* +**/*.mp4 + +mephisto/scripts/metrics/* +!mephisto/scripts/metrics/resources +!mephisto/scripts/metrics/install_*.sh +!mephisto/scripts/metrics/README.md +!mephisto/scripts/metrics/view_metrics.py +!mephisto/scripts/metrics/shutdown_metrics.py + diff --git a/.git-hooks/README.md b/.git-hooks/README.md new file mode 100644 index 000000000..cffee2a98 --- /dev/null +++ b/.git-hooks/README.md @@ -0,0 +1,11 @@ +### Git Hooks + +Please set up your local pre-commit git hook as below + +```shell +git config --local core.hooksPath .git-hooks +``` + +Enabled hooks: + +- AWS credentials protection from accidental commit diff --git a/.git-hooks/pre-commit b/.git-hooks/pre-commit new file mode 100755 index 000000000..d8483c025 --- /dev/null +++ b/.git-hooks/pre-commit @@ -0,0 +1,55 @@ +#!/bin/bash + +if git rev-parse --verify HEAD >/dev/null 2>&1 +then + against=HEAD +else + # Initial commit: diff against an empty tree object + EMPTY_TREE=$(git hash-object -t tree /dev/null) + against=$EMPTY_TREE +fi + +# Redirect output to stderr. +exec 1>&2 + +# Check changed files for an AWS keys +FILES=$(git diff --cached --name-only $against) +echo $FILES + +local aws="(AWS|aws|Aws)?_?" quote="(\"|')" connect="\s*(:|=>|=)\s*" +local opt_quote="${quote}?" + +if [ -n "$FILES" ]; then + KEY_ID=$(grep -E --line-number '(A3T[A-Z0-9]|AKIA|AGPA|AIDA|AROA|AIPA|ANPA|ANVA|ASIA)[A-Z0-9]{16}' $FILES) + KEY=$(grep -E --line-number "${opt_quote}${aws}(SECRET|secret|Secret)?_?(ACCESS|access|Access)?_?(KEY|key|Key)${opt_quote}${connect}${opt_quote}[A-Za-z0-9/\+=]{40}${opt_quote}" $FILES) + + echo $KEY_ID + echo $KEY + + if [ -n "$KEY_ID" ] || [ -n "$KEY" ]; then + exec < /dev/tty # Capture input + echo "=========== Possible AWS Access Key IDs ===========" + echo "${KEY_ID}" + echo "" + + echo "=========== Possible AWS Secret Access Keys ===========" + echo "${KEY}" + echo "" + + while true; do + read -p "[AWS Key Check] Possible AWS keys found. Commit files anyway? (y/N) " yn + if [ "$yn" = "" ]; then + yn='N' + fi + case $yn in + [Yy] ) exit 0;; + [Nn] ) exit 1;; + * ) echo "Please answer y or n for yes or no.";; + esac + done + exec <&- # Release input + fi +fi + +# Normal exit +exit 0 diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 000000000..0a7130be0 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,2 @@ +package-lock.json binary +yarn.lock binary \ No newline at end of file diff --git a/.github/workflows/annotated-pkgs.yml b/.github/workflows/annotated-pkgs.yml new file mode 100644 index 000000000..abd8fea01 --- /dev/null +++ b/.github/workflows/annotated-pkgs.yml @@ -0,0 +1,55 @@ +# This is a basic workflow to help you get started with Actions + +name: Test Yarn Workspaces + +# Controls when the workflow will run +on: + # Triggers the workflow on push or pull request events but only for the main branch + push: + branches: [main] + pull_request: + branches: [main] + + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: + +# A workflow run is made up of one or more jobs that can run sequentially or in parallel +jobs: + # This workflow contains a single job called "build" + yarn-monorepo-install: + # The type of runner that the job will run on + runs-on: ubuntu-latest + + # Steps represent a sequence of tasks that will be executed as part of the job + steps: + # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it + - uses: actions/checkout@v2 + - uses: actions/setup-node@v3 + env: + FORCE_COLOR: 0 + with: + node-version: 16 + + - name: Install yarn 3 + run: npm i -g yarn + + - name: Install package dependencies + run: yarn install + + - name: Test that docusarus compiles + run: | + yarn workspaces list + yarn docs:build + + - name: Build packages + run: yarn workspaces foreach -ptA run build + + - name: Build packages with legacy setup + run: + cd packages/global-context-store && npm install && npm run build + + # Disabling storybook / components for now. Will re-evaluate + # and move to separate repo if needed - Jan 26, 2023 + # + # - name: Test that storybook compiles + # run: yarn workspace sb build-storybook diff --git a/.github/workflows/cypress-end-to-end-tests.yml b/.github/workflows/cypress-end-to-end-tests.yml new file mode 100644 index 000000000..4888e52ec --- /dev/null +++ b/.github/workflows/cypress-end-to-end-tests.yml @@ -0,0 +1,435 @@ +name: cypress-end-to-end-tests +on: + pull_request: + paths-ignore: + - "**.md" + push: + branches: [main] + paths-ignore: + - "**.md" +env: + HYDRA_FULL_ERROR: 1 +jobs: + # This job is made to setup path filtering, learn more about it here: https://github.com/facebookresearch/Mephisto/pull/857 + changes: + runs-on: ubuntu-latest + # Set job outputs to values from filters step below + outputs: + simple_static_task: ${{ steps.filter.outputs.simple_static_task }} + static_react_task: ${{ steps.filter.outputs.static_react_task }} + static_react_task_with_tips: ${{ steps.filter.outputs.static_react_task_with_tips }} + mnist: ${{ steps.filter.outputs.mnist }} + template: ${{ steps.filter.outputs.template }} + toxicity_detection: ${{ steps.filter.outputs.toxicity_detection }} + abstractions: ${{ steps.filter.outputs.abstractions }} + data_model: ${{ steps.filter.outputs.data_model }} + operations: ${{ steps.filter.outputs.operations }} + tools: ${{ steps.filter.outputs.tools }} + mephisto-task: ${{ steps.filter.outputs.mephisto-task }} + mephisto-worker-addons: ${{ steps.filter.outputs.mephisto-worker-addons }} + steps: + - uses: actions/checkout@v3 + with: + fetch-depth: 2 + # Workaround to avoid Post Use step failures. See: https://github.com/actions/setup-node/issues/317 + - run: mkdir -p /home/runner/work/Mephisto/Mephisto/.yarn/cache + continue-on-error: true + - uses: actions/setup-node@v3 + with: + cache: "yarn" + node-version: 16 + - uses: dorny/paths-filter@v2 + id: filter + with: + filters: | + simple_static_task: + - 'examples/simple_static_task/**' + static_react_task: + - 'examples/static_react_task/**' + static_react_task_with_tips: + - 'examples/static_react_task_with_tips/**' + mnist: + - 'examples/remote_procedure/mnist/**' + template: + - 'examples/remote_procedure/template/**' + toxicity_detection: + - 'examples/remote_procedure/toxicity_detection/**' + abstractions: + - 'mephisto/abstractions/**' + data_model: + - 'mephisto/data_model/**' + operations: + - 'mephisto/operations/**' + tools: + - 'mephisto/tools/**' + mephisto-task: + - 'packages/mephisto-task/src/**' + mephisto-worker-addons: + - 'packages/mephisto-worker-addons/src/**' + + # Learn more about this test here: https://github.com/facebookresearch/Mephisto/pull/881 + simple_static_task: + needs: changes + if: ${{ (needs.changes.outputs.simple_static_task == 'true') || (needs.changes.outputs.mephisto-task == 'true') || (needs.changes.outputs.abstractions == 'true') || (needs.changes.outputs.data_model == 'true') || (needs.changes.outputs.operations == 'true') || (needs.changes.outputs.tools == 'true')}} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: pip install -e . + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: ⌛️ Running cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./mephisto/abstractions/blueprints/static_html_task/source + config-file: ./cypress.config.js + start: python ./examples/simple_static_task/run_task.py + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + # Learn more about this test here: https://github.com/facebookresearch/Mephisto/pull/795 + static-react-task: + needs: changes + if: ${{ (needs.changes.outputs.static_react_task == 'true') || (needs.changes.outputs.mephisto-task == 'true') || (needs.changes.outputs.abstractions == 'true') || (needs.changes.outputs.data_model == 'true') || (needs.changes.outputs.operations == 'true') || (needs.changes.outputs.tools == 'true')}} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: pip install -e . + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: ⌛️ Running cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./examples/static_react_task/webapp + config-file: ./cypress.config.js + start: python examples/static_react_task/run_task.py mephisto.task.post_install_script=link_mephisto_task.sh + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + # Learn more about the remote_procedure_tests here: https://github.com/facebookresearch/Mephisto/pull/800 + remote_procedure_template: + needs: changes + if: ${{ (needs.changes.outputs.template == 'true') || (needs.changes.outputs.mephisto-task == 'true') || (needs.changes.outputs.abstractions == 'true') || (needs.changes.outputs.data_model == 'true') || (needs.changes.outputs.operations == 'true') || (needs.changes.outputs.tools == 'true')}} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: pip install -e . + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: ⌛️ Running cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./examples/remote_procedure/template/webapp + config-file: ./cypress.config.js + start: python examples/remote_procedure/template/run_task.py mephisto.task.post_install_script=link_mephisto_task.sh + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + remote_procedure_mnist: + needs: changes + if: ${{ (needs.changes.outputs.mnist == 'true') || (needs.changes.outputs.mephisto-task == 'true') }} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: | + pip install -e . + pip install torch pillow numpy + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: ⌛️ Running cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./examples/remote_procedure/mnist/webapp + config-file: ./cypress.config.js + start: python examples/remote_procedure/mnist/run_task.py mephisto.task.post_install_script=link_mephisto_task.sh + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + remote_procedure_toxicity_detection: + needs: changes + if: ${{ (needs.changes.outputs.toxicity_detection == 'true') || (needs.changes.outputs.mephisto-task == 'true') }} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: | + pip install -e . + pip install detoxify + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: ⌛️ Running cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./examples/remote_procedure/toxicity_detection/webapp + config-file: ./cypress.config.js + start: python examples/remote_procedure/toxicity_detection/run_task.py mephisto.task.post_install_script=link_mephisto_task.sh + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + # Learn more about this test here: https://github.com/facebookresearch/Mephisto/pull/833 + static_react_task_with_tips: + needs: changes + if: ${{ (needs.changes.outputs.static_react_task_with_tips == 'true') || (needs.changes.outputs.mephisto-task == 'true') || (needs.changes.outputs.mephisto-worker-addons == 'true') || (needs.changes.outputs.abstractions == 'true') || (needs.changes.outputs.data_model == 'true') || (needs.changes.outputs.operations == 'true') || (needs.changes.outputs.tools == 'true')}} + runs-on: ubuntu-latest + steps: + - name: 🔀 Checking out repo + uses: actions/checkout@v2 + - name: 🐍 Installing python + uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🪨 Setup Node + uses: actions/setup-node@v3 + with: + node-version: 16.16.0 + + - name: 🤖 Install Mephisto + run: | + pip install -e . + yes | pip uninstall detoxify + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📦 Setting up mephisto-task package + run: | + cd packages/mephisto-task + yarn install + yarn build + npm link + + - name: 📦 Setting up mephisto-worker-addons package + run: | + cd packages/mephisto-worker-addons + yarn install + yarn build + npm link + + - name: ⌛️ Running pre-submission cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + browser: chrome + project: ./examples/static_react_task_with_tips/webapp + config-file: ./cypress.config.js + spec: ./examples/static_react_task_with_tips/webapp/cypress/e2e/pre_submission_tests/* + start: python examples/static_react_task_with_tips/run_task.py mephisto.task.force_rebuild=true mephisto.task.post_install_script=link_packages.sh + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + headless: true + + - name: 🔪 Killing the web server + run: | + lsof -nPi :3000 + lsof -i -P -n | grep LISTEN | grep python | awk '{print $2}' + kill -INT $(lsof -i -P -n | grep LISTEN | grep python | awk '{print $2}') + echo "killed 1" + sleep 0.5 + kill -INT $(lsof -i -P -n | grep LISTEN | grep python | awk '{print $2}') + echo "killed 2" + lsof -i -P -n | grep LISTEN | grep node | awk '{print $2}' + kill -INT $(lsof -i -P -n | grep LISTEN | grep node | awk '{print $2}') + sleep 30 + echo "30 seconds passed" + + - name: 🥛 Expiring units + run: | + cd mephisto/scripts/local_db/gh_actions + python expire_all_units.py + + - name: 📚 Accepting the first submitted tip, accepting the second submitted tip, and rejecting the last submitted tip + run: | + cd mephisto/scripts/local_db + python review_tips_for_task.py << EOF + react-static-task-with-tips + a + 5 + The tip is very informative + a + 0 + r + EOF + + - name: 🔥 Removing the second accepted tip + run: | + cd mephisto/scripts/local_db + python remove_accepted_tip.py << EOF + react-static-task-with-tips + n + y + EOF + + - name: 📖 Reviewing the accepted feedback + run: | + cd mephisto/scripts/local_db + python review_feedback_for_task.py << EOF + react-static-task-with-tips + 0 + n + u + y + y + EOF + python review_feedback_for_task.py << EOF + react-static-task-with-tips + 1 + n + u + y + n + EOF + + - name: ⌛️ Running post-submission cypress tests + uses: cypress-io/github-action@v3.1.0 + with: + build: npm i -D cypress@11 + install: false + project: ./examples/static_react_task_with_tips/webapp + config-file: cypress.config.js + spec: ./examples/static_react_task_with_tips/webapp/cypress/e2e/post_submission_tests/* + start: python examples/static_react_task_with_tips/run_task.py mephisto.task.post_install_script=link_packages.sh mephisto.task.force_rebuild=true + wait-on: "http://localhost:3000/?worker_id=x&assignment_id=1" + browser: chrome + headless: true diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml new file mode 100644 index 000000000..f2d265dde --- /dev/null +++ b/.github/workflows/deploy-docs.yml @@ -0,0 +1,69 @@ +name: Deploy docs to GitHub Pages + +on: + push: + branches: + - main + paths: + - "docs/web/**" + +jobs: + deploy: + name: Deploy docs to GitHub Pages + runs-on: ubuntu-latest + defaults: + run: + working-directory: docs/web + steps: + - uses: actions/checkout@v2 + - uses: actions/setup-node@v3 + env: + FORCE_COLOR: 0 + with: + node-version: 16.16.0 + cache: yarn + - uses: actions/setup-python@v2 + with: + python-version: 3.8 + - name: 🤖 Install Mephisto + run: | + cd ../../ + curl -fsS -o get-poetry.py https://install.python-poetry.org + python3 get-poetry.py -y + echo "$HOME/.poetry/bin" >> $GITHUB_PATH + poetry config virtualenvs.create false + poetry install + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📝 Auto Generate Blueprint Docs + run: | + cd ../../mephisto/scripts/local_db/gh_actions + python auto_generate_blueprint.py + python auto_generate_architect.py + python auto_generate_requester.py + python auto_generate_provider.py + - name: Install dependencies + run: yarn install --frozen-lockfile + - name: Build website + run: yarn build + + # Popular action to deploy to GitHub Pages: + # Docs: https://github.com/peaceiris/actions-gh-pages#%EF%B8%8F-docusaurus + - name: Deploy to GitHub Pages + uses: peaceiris/actions-gh-pages@v3 + with: + github_token: ${{ secrets.GITHUB_TOKEN }} + # Build output to publish to the `gh-pages` branch: + publish_dir: ./docs/web/build + # The following lines assign commit authorship to the official + # GH-Actions bot for deploys to `gh-pages` branch: + # https://github.com/actions/checkout/issues/13#issuecomment-724415212 + # The GH actions bot is used by default if you didn't specify the two fields. + # You can swap them out with your own user credentials. + user_name: github-actions[bot] + user_email: 41898282+github-actions[bot]@users.noreply.github.com diff --git a/.github/workflows/docker-testing-matrix.yml b/.github/workflows/docker-testing-matrix.yml new file mode 100644 index 000000000..4661aba3c --- /dev/null +++ b/.github/workflows/docker-testing-matrix.yml @@ -0,0 +1,47 @@ +# This is a basic workflow to help you get started with Actions + +name: Docker Testing Matrix + +# Controls when the action will run. +on: + schedule: + # Run once a week, in this case on Sundays + - cron: "0 0 * * 0" + + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: + +# A workflow run is made up of one or more jobs that can run sequentially or in parallel +jobs: + # This workflow contains a single job called "build" + check: + # The type of runner that the job will run on + runs-on: ubuntu-latest + strategy: + fail-fast: false # Run all combos, don't skip on failures + matrix: + # from: https://hub.docker.com/r/nikolaik/python-nodejs + python-version: ["3.9", "3.8", "3.9", "3.10", "3.11", "latest"] + nodejs-version: ["15", "14", "12", "10"] + image-suffix: ["", "-slim"] + + # Steps represent a sequence of tasks that will be executed as part of the job + steps: + # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it + - uses: actions/checkout@v2 + + # Runs a single command using the runners shell + - name: Build docker image - python${{ matrix.python-version }}-nodejs${{ matrix.nodejs-version }}${{ matrix.image-suffix }} + run: docker build -t mephisto --build-arg BASE_TAG=python${{ matrix.python-version }}-nodejs${{ matrix.nodejs-version }}${{ matrix.image-suffix }} . + + - name: Print out version numbers + run: docker run mephisto bash -c 'python --version && node --version && npm --version' + + # Runs a set of commands using the runners shell + - name: Check that Mephisto was installed correctly + run: | + docker run mephisto + + - name: Run npm install for static_html_task + run: | + docker run mephisto bash -c 'cd /mephisto/mephisto/abstractions/blueprints/static_html_task/source && npm install' diff --git a/.github/workflows/npm-check.yml b/.github/workflows/npm-check.yml new file mode 100644 index 000000000..a42c602b7 --- /dev/null +++ b/.github/workflows/npm-check.yml @@ -0,0 +1,18 @@ +name: npm-check + +on: + pull_request: + branches: [main] + +jobs: + mephisto-task-latest: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - uses: actions/setup-python@v2 + with: + python-version: 3.8 + - name: Install Mephisto + run: pip install -e . + - name: Run version sync script + run: python scripts/check_npm_package_versions.py diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml index 37e7fa411..e4c09f3d9 100644 --- a/.github/workflows/pre-commit.yml +++ b/.github/workflows/pre-commit.yml @@ -3,7 +3,7 @@ name: pre-commit on: pull_request: push: - branches: [master] + branches: [main] jobs: code-style: @@ -11,4 +11,6 @@ jobs: steps: - uses: actions/checkout@v2 - uses: actions/setup-python@v2 + with: + python-version: 3.8 - uses: pre-commit/action@v2.0.0 diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index 6ece23606..a7230291e 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -10,7 +10,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: [3.7, 3.8] + python-version: [3.8] steps: - uses: actions/checkout@v2 @@ -22,12 +22,12 @@ jobs: run: | python -m pip install --upgrade pip pip install pytest pytest-cov - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + pip install -e . - name: Test with pytest run: | - python -m pytest -v -m "not req_creds" --cov --cov-report=xml + python -m pytest -v -m "not req_creds and not prolific" --cov --cov-report=xml - name: Upload coverage to Codecov - uses: codecov/codecov-action@v1 + uses: codecov/codecov-action@v3 with: file: ./coverage.xml fail_ci_if_error: true diff --git a/.github/workflows/test-deploy-docs.yml b/.github/workflows/test-deploy-docs.yml new file mode 100644 index 000000000..b93d5a0e8 --- /dev/null +++ b/.github/workflows/test-deploy-docs.yml @@ -0,0 +1,55 @@ +name: Test docs deployment + +on: + pull_request: + paths: + - "docs/web/**" + branches: + - main + # Review gh actions docs if you want to further define triggers, paths, etc + # https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#on + +jobs: + test-deploy: + name: Test docs deployment + runs-on: ubuntu-latest + defaults: + run: + working-directory: docs/web + steps: + - uses: actions/checkout@v2 + - uses: actions/setup-node@v2 + with: + node-version: 16.16.0 + cache: yarn + - uses: actions/setup-python@v2 + with: + python-version: 3.8 + + - name: 🤖 Install Mephisto + run: | + cd ../../ + curl -fsS -o get-poetry.py https://install.python-poetry.org + python3 get-poetry.py -y + echo "$HOME/.poetry/bin" >> $GITHUB_PATH + poetry config virtualenvs.create false + poetry install + + - name: 🖋 Create data directory + run: mkdir -p ~/mephisto/data + + - name: 📂 Set the data directory + run: mephisto config core.main_data_directory ~/mephisto/data + + - name: 📝 Auto Generate Blueprint Docs + run: | + cd ../../mephisto/scripts/local_db/gh_actions + python auto_generate_blueprint.py + python auto_generate_architect.py + python auto_generate_requester.py + python auto_generate_provider.py + + - name: Install dependencies + run: yarn install --frozen-lockfile + - name: Test build website + run: yarn build diff --git a/.github/workflows/version-sync.yml b/.github/workflows/version-sync.yml new file mode 100644 index 000000000..848cd89e5 --- /dev/null +++ b/.github/workflows/version-sync.yml @@ -0,0 +1,19 @@ +name: version-sync + +on: + pull_request: + push: + branches: [main] + +jobs: + mephisto-task-version: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - uses: actions/setup-python@v2 + with: + python-version: 3.8 + - name: Install Mephisto + run: pip install -e . + - name: Run version sync script + run: python scripts/sync_mephisto_task.py check diff --git a/.gitignore b/.gitignore index 585bb51f4..526622027 100644 --- a/.gitignore +++ b/.gitignore @@ -2,19 +2,66 @@ mephisto/tasks/* **/.mypy_cache/* **/__pycache__/* data/* +dist/* mephisto.egg-info/* .DS_Store tmp/* **/node_modules/* mephisto/server/**/package-lock.json +mephisto/abstractions/**/package-lock.json mephisto/server/blueprints/**/build/* -examples/**/build/* + **/*.log **/build/* **/_generated/* **/outputs/* +mephisto/scripts/metrics/* +!mephisto/scripts/metrics/resources +!mephisto/scripts/metrics/install_*.sh +!mephisto/scripts/metrics/README.md +!mephisto/scripts/metrics/view_metrics.py +!mephisto/scripts/metrics/shutdown_metrics.py .coverage +# Examples +examples/simple_static_task/hydra_configs/conf/* +!examples/simple_static_task/hydra_configs/conf/example*.yaml +!examples/simple_static_task/hydra_configs/conf/prolific_example.yaml +!examples/simple_static_task/hydra_configs/conf/onboarding_example*.yaml +examples/**/build/* +examples/form_composer_demo/preview/*_preview.html + +# Form Composer +mephisto/generators/form_composer/data/*.json +mephisto/generators/form_composer/webapp/package-lock.json +mephisto/generators/form_composer/hydra_configs/conf/*.yaml +!mephisto/generators/form_composer/hydra_configs/conf/default.yaml # PyCharm .idea + +# VSCode +.vscode + +# https://next.yarnpkg.com/getting-started/qa#which-files-should-be-gitignored +.yarn/* +**/.yarn/* +!.yarn/patches +!.yarn/releases +!.yarn/plugins +!.yarn/sdks +!.yarn/versions +.pnp.* + +docs/storybook/storybook-static/* + +# local deploy +hydra_configs/profile/*.yaml +!hydra_configs/profile/local_dev.yaml +aws_credentials +docker-compose.local.* +env.local +my-review-interface +docker/entrypoints/*.sh +!docker/entrypoints/server.mturk.sh +!docker/entrypoints/server.prolific.sh diff --git a/.npmrc b/.npmrc new file mode 100644 index 000000000..80bcbed90 --- /dev/null +++ b/.npmrc @@ -0,0 +1 @@ +legacy-peer-deps = true diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 72b908304..4bd97843e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,22 +1,25 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v2.4.0 + rev: v4.1.0 hooks: - id: trailing-whitespace exclude: | (?x)( ^.*build/| - ^.*md + ^.*md| + .yarn/*| + yarn-patches ) - id: check-yaml - id: check-added-large-files + args: ["--maxkb=10000"] - repo: https://github.com/psf/black - rev: stable + rev: 22.3.0 hooks: - id: black - language_version: python3.6 - - repo: https://github.com/prettier/prettier - rev: "2.1.2" + language_version: python3 + - repo: https://github.com/prettier/pre-commit + rev: "57f39166b5a5a504d6808b87ab98d41ebf095b46" hooks: - id: prettier files: "\\.(\ diff --git a/.prettierignore b/.prettierignore index ec5ce1364..04956eb52 100644 --- a/.prettierignore +++ b/.prettierignore @@ -1,2 +1,5 @@ *.md **/build/* +docs/web/static/python_api/* +wrap_crowd_source.js +packages/mephisto-worker-addons/lib diff --git a/.vscode/settings.json b/.vscode/settings.json index 81ac79c2d..35b21cec9 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,3 +1,7 @@ { - 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Runtime.QUANTUM_SIZE;if(i[0]==="i"){var o=parseInt(i.substr(1));return assert(o%8==0),o/8}else return 0}}},getNativeFieldSize:function(i){return Math.max(Runtime.getNativeTypeSize(i),Runtime.QUANTUM_SIZE)},STACK_ALIGN:16,prepVararg:function(i,o){return o==="double"||o==="i64"?i&7&&(assert((i&7)==4),i+=4):assert((i&3)==0),i},getAlignSize:function(i,o,a){return!a&&(i=="i64"||i=="double")?8:i?Math.min(o||(i?Runtime.getNativeFieldSize(i):0),Runtime.QUANTUM_SIZE):Math.min(o,8)},dynCall:function(i,o,a){return a&&a.length?Module["dynCall_"+i].apply(null,[o].concat(a)):Module["dynCall_"+i].call(null,o)},functionPointers:[],addFunction:function(i){for(var o=0;o>2],a=(o+i+15|0)&-16;if(HEAP32[DYNAMICTOP_PTR>>2]=a,a>=TOTAL_MEMORY){var c=enlargeMemory();if(!c)return HEAP32[DYNAMICTOP_PTR>>2]=o,0}return o},alignMemory:function(i,o){var a=i=Math.ceil(i/(o||16))*(o||16);return a},makeBigInt:function(i,o,a){var c=a?+(i>>>0)+ +(o>>>0)*4294967296:+(i>>>0)+ +(o|0)*4294967296;return 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H=M.apply(null,N);if(a==="string"&&(H=Pointer_stringify(H)),O!==0){if(t&&t.async){EmterpreterAsync.asyncFinalizers.push(function(){Runtime.stackRestore(O)});return}Runtime.stackRestore(O)}return H};var sourceRegex=/^function\s*[a-zA-Z$_0-9]*\s*\(([^)]*)\)\s*{\s*([^*]*?)[\s;]*(?:return\s*(.*?)[;\s]*)?}$/;function parseJSFunc(i){var o=i.toString().match(sourceRegex).slice(1);return{arguments:o[0],body:o[1],returnValue:o[2]}}var JSsource=null;function ensureJSsource(){if(!JSsource){JSsource={};for(var i in JSfuncs)JSfuncs.hasOwnProperty(i)&&(JSsource[i]=parseJSFunc(JSfuncs[i]))}}cwrap=function(ident,returnType,argTypes){argTypes=argTypes||[];var cfunc=getCFunc(ident),numericArgs=argTypes.every(function(i){return i==="number"}),numericRet=returnType!=="string";if(numericRet&&numericArgs)return cfunc;var argNames=argTypes.map(function(i,o){return"$"+o}),funcstr="(function("+argNames.join(",")+") {",nargs=argTypes.length;if(!numericArgs){ensureJSsource(),funcstr+="var stack = 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ALLOC_NORMAL=0,ALLOC_STACK=1,ALLOC_STATIC=2,ALLOC_DYNAMIC=3,ALLOC_NONE=4;Module.ALLOC_NORMAL=ALLOC_NORMAL,Module.ALLOC_STACK=ALLOC_STACK,Module.ALLOC_STATIC=ALLOC_STATIC,Module.ALLOC_DYNAMIC=ALLOC_DYNAMIC,Module.ALLOC_NONE=ALLOC_NONE;function allocate(i,o,a,c){var _,t;typeof i=="number"?(_=!0,t=i):(_=!1,t=i.length);var M=typeof o=="string"?o:null,N;if(a==ALLOC_NONE?N=c:N=[typeof _malloc=="function"?_malloc:Runtime.staticAlloc,Runtime.stackAlloc,Runtime.staticAlloc,Runtime.dynamicAlloc][a===void 0?ALLOC_STATIC:a](Math.max(t,M?1:o.length)),_){var c=N,O;for(assert((N&3)==0),O=N+(t&~3);c>2]=0;for(O=N+t;c>0]=0;return N}if(M==="i8")return i.subarray||i.slice?HEAPU8.set(i,N):HEAPU8.set(new Uint8Array(i),N),N;for(var T=0,B,H,q;T>0],a|=c,!(c==0&&!o||(_++,o&&_==o)););o||(o=_);var t="";if(a<128){for(var M=1024,N;o>0;)N=String.fromCharCode.apply(String,HEAPU8.subarray(i,i+Math.min(o,M))),t=t?t+N:N,i+=M,o-=M;return t}return Module.UTF8ToString(i)}Module.Pointer_stringify=Pointer_stringify;function AsciiToString(i){for(var o="";;){var a=HEAP8[i++>>0];if(!a)return o;o+=String.fromCharCode(a)}}Module.AsciiToString=AsciiToString;function stringToAscii(i,o){return writeAsciiToMemory(i,o,!1)}Module.stringToAscii=stringToAscii;var UTF8Decoder=typeof TextDecoder!="undefined"?new TextDecoder("utf8"):void 0;function UTF8ArrayToString(i,o){for(var a=o;i[a];)++a;if(a-o>16&&i.subarray&&UTF8Decoder)return UTF8Decoder.decode(i.subarray(o,a));for(var c,_,t,M,N,O,T="";;){if(c=i[o++],!c)return T;if(!(c&128)){T+=String.fromCharCode(c);continue}if(_=i[o++]&63,(c&224)==192){T+=String.fromCharCode((c&31)<<6|_);continue}if(t=i[o++]&63,(c&240)==224?c=(c&15)<<12|_<<6|t:(M=i[o++]&63,(c&248)==240?c=(c&7)<<18|_<<12|t<<6|M:(N=i[o++]&63,(c&252)==248?c=(c&3)<<24|_<<18|t<<12|M<<6|N:(O=i[o++]&63,c=(c&1)<<30|_<<24|t<<18|M<<12|N<<6|O))),c<65536)T+=String.fromCharCode(c);else{var B=c-65536;T+=String.fromCharCode(55296|B>>10,56320|B&1023)}}}Module.UTF8ArrayToString=UTF8ArrayToString;function UTF8ToString(i){return UTF8ArrayToString(HEAPU8,i)}Module.UTF8ToString=UTF8ToString;function stringToUTF8Array(i,o,a,c){if(!(c>0))return 0;for(var _=a,t=a+c-1,M=0;M=55296&&N<=57343&&(N=65536+((N&1023)<<10)|i.charCodeAt(++M)&1023),N<=127){if(a>=t)break;o[a++]=N}else if(N<=2047){if(a+1>=t)break;o[a++]=192|N>>6,o[a++]=128|N&63}else if(N<=65535){if(a+2>=t)break;o[a++]=224|N>>12,o[a++]=128|N>>6&63,o[a++]=128|N&63}else if(N<=2097151){if(a+3>=t)break;o[a++]=240|N>>18,o[a++]=128|N>>12&63,o[a++]=128|N>>6&63,o[a++]=128|N&63}else if(N<=67108863){if(a+4>=t)break;o[a++]=248|N>>24,o[a++]=128|N>>18&63,o[a++]=128|N>>12&63,o[a++]=128|N>>6&63,o[a++]=128|N&63}else{if(a+5>=t)break;o[a++]=252|N>>30,o[a++]=128|N>>24&63,o[a++]=128|N>>18&63,o[a++]=128|N>>12&63,o[a++]=128|N>>6&63,o[a++]=128|N&63}}return o[a]=0,a-_}Module.stringToUTF8Array=stringToUTF8Array;function stringToUTF8(i,o,a){return stringToUTF8Array(i,HEAPU8,o,a)}Module.stringToUTF8=stringToUTF8;function lengthBytesUTF8(i){for(var o=0,a=0;a=55296&&c<=57343&&(c=65536+((c&1023)<<10)|i.charCodeAt(++a)&1023),c<=127?++o:c<=2047?o+=2:c<=65535?o+=3:c<=2097151?o+=4:c<=67108863?o+=5:o+=6}return o}Module.lengthBytesUTF8=lengthBytesUTF8;var UTF16Decoder=typeof TextDecoder!="undefined"?new TextDecoder("utf-16le"):void 0;function demangle(i){var o=Module.___cxa_demangle||Module.__cxa_demangle;if(o){try{var a=i.substr(1),c=lengthBytesUTF8(a)+1,_=_malloc(c);stringToUTF8(a,_,c);var t=_malloc(4),M=o(_,0,0,t);if(getValue(t,"i32")===0&&M)return Pointer_stringify(M)}catch(N){}finally{_&&_free(_),t&&_free(t),M&&_free(M)}return i}return Runtime.warnOnce("warning: build with -s DEMANGLE_SUPPORT=1 to link in libcxxabi demangling"),i}function demangleAll(i){var o=/__Z[\w\d_]+/g;return i.replace(o,function(a){var c=demangle(a);return a===c?a:a+" ["+c+"]"})}function jsStackTrace(){var i=new Error;if(!i.stack){try{throw new Error(0)}catch(o){i=o}if(!i.stack)return"(no stack trace available)"}return i.stack.toString()}function stackTrace(){var i=jsStackTrace();return Module.extraStackTrace&&(i+=` +`+Module.extraStackTrace()),demangleAll(i)}Module.stackTrace=stackTrace;var HEAP,buffer,HEAP8,HEAPU8,HEAP16,HEAPU16,HEAP32,HEAPU32,HEAPF32,HEAPF64;function updateGlobalBufferViews(){Module.HEAP8=HEAP8=new Int8Array(buffer),Module.HEAP16=HEAP16=new Int16Array(buffer),Module.HEAP32=HEAP32=new Int32Array(buffer),Module.HEAPU8=HEAPU8=new Uint8Array(buffer),Module.HEAPU16=HEAPU16=new Uint16Array(buffer),Module.HEAPU32=HEAPU32=new Uint32Array(buffer),Module.HEAPF32=HEAPF32=new Float32Array(buffer),Module.HEAPF64=HEAPF64=new Float64Array(buffer)}var STATIC_BASE,STATICTOP,staticSealed,STACK_BASE,STACKTOP,STACK_MAX,DYNAMIC_BASE,DYNAMICTOP_PTR;STATIC_BASE=STATICTOP=STACK_BASE=STACKTOP=STACK_MAX=DYNAMIC_BASE=DYNAMICTOP_PTR=0,staticSealed=!1;function abortOnCannotGrowMemory(){abort("Cannot enlarge memory arrays. Either (1) compile with -s TOTAL_MEMORY=X with X higher than the current value "+TOTAL_MEMORY+", (2) compile with -s ALLOW_MEMORY_GROWTH=1 which allows increasing the size at runtime but prevents some optimizations, (3) set Module.TOTAL_MEMORY to a higher value before the program runs, or (4) if you want malloc to return NULL (0) instead of this abort, compile with -s ABORTING_MALLOC=0 ")}function enlargeMemory(){abortOnCannotGrowMemory()}var TOTAL_STACK=Module.TOTAL_STACK||5242880,TOTAL_MEMORY=Module.TOTAL_MEMORY||134217728;TOTAL_MEMORY0;){var o=i.shift();if(typeof o=="function"){o();continue}var a=o.func;typeof a=="number"?o.arg===void 0?Module.dynCall_v(a):Module.dynCall_vi(a,o.arg):a(o.arg===void 0?null:o.arg)}}var __ATPRERUN__=[],__ATINIT__=[],__ATMAIN__=[],__ATEXIT__=[],__ATPOSTRUN__=[],runtimeInitialized=!1,runtimeExited=!1;function preRun(){if(Module.preRun)for(typeof Module.preRun=="function"&&(Module.preRun=[Module.preRun]);Module.preRun.length;)addOnPreRun(Module.preRun.shift());callRuntimeCallbacks(__ATPRERUN__)}function ensureInitRuntime(){runtimeInitialized||(runtimeInitialized=!0,callRuntimeCallbacks(__ATINIT__))}function preMain(){callRuntimeCallbacks(__ATMAIN__)}function exitRuntime(){callRuntimeCallbacks(__ATEXIT__),runtimeExited=!0}function postRun(){if(Module.postRun)for(typeof Module.postRun=="function"&&(Module.postRun=[Module.postRun]);Module.postRun.length;)addOnPostRun(Module.postRun.shift());callRuntimeCallbacks(__ATPOSTRUN__)}function addOnPreRun(i){__ATPRERUN__.unshift(i)}Module.addOnPreRun=addOnPreRun;function addOnInit(i){__ATINIT__.unshift(i)}Module.addOnInit=addOnInit;function addOnPreMain(i){__ATMAIN__.unshift(i)}Module.addOnPreMain=addOnPreMain;function addOnExit(i){__ATEXIT__.unshift(i)}Module.addOnExit=addOnExit;function addOnPostRun(i){__ATPOSTRUN__.unshift(i)}Module.addOnPostRun=addOnPostRun;function intArrayFromString(i,o,a){var c=a>0?a:lengthBytesUTF8(i)+1,_=new Array(c),t=stringToUTF8Array(i,_,0,_.length);return o&&(_.length=t),_}Module.intArrayFromString=intArrayFromString;function intArrayToString(i){for(var o=[],a=0;a255&&(c&=255),o.push(String.fromCharCode(c))}return o.join("")}Module.intArrayToString=intArrayToString;function writeStringToMemory(i,o,a){Runtime.warnOnce("writeStringToMemory is deprecated and should not be called! 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You should use 0 for the frame rate in emscripten_set_main_loop in order to use requestAnimationFrame, as that can greatly improve your frame rates!"),Browser.mainLoop.method=""),Browser.mainLoop.runIter(t),!(M0?_emscripten_set_main_loop_timing(0,1e3/o):_emscripten_set_main_loop_timing(1,1),Browser.mainLoop.scheduler()),a)throw"SimulateInfiniteLoop"}var Browser={mainLoop:{scheduler:null,method:"",currentlyRunningMainloop:0,func:null,arg:0,timingMode:0,timingValue:0,currentFrameNumber:0,queue:[],pause:function(){Browser.mainLoop.scheduler=null,Browser.mainLoop.currentlyRunningMainloop++},resume:function(){Browser.mainLoop.currentlyRunningMainloop++;var i=Browser.mainLoop.timingMode,o=Browser.mainLoop.timingValue,a=Browser.mainLoop.func;Browser.mainLoop.func=null,_emscripten_set_main_loop(a,0,!1,Browser.mainLoop.arg,!0),_emscripten_set_main_loop_timing(i,o),Browser.mainLoop.scheduler()},updateStatus:function(){if(Module.setStatus){var i=Module.statusMessage||"Please wait...",o=Browser.mainLoop.remainingBlockers,a=Browser.mainLoop.expectedBlockers;o?o=6;){var je=re>>we-6&63;we-=6,me+=_e[je]}return we==2?(me+=_e[(re&3)<<4],me+=ce+ce):we==4&&(me+=_e[(re&15)<<2],me+=ce),me}m.src="data:audio/x-"+M.substr(-3)+";base64,"+ve(t),B(m)},m.src=ne,Browser.safeSetTimeout(function(){B(m)},1e4)}else return H()},Module.preloadPlugins.push(o);function a(){Browser.pointerLock=document.pointerLockElement===Module.canvas||document.mozPointerLockElement===Module.canvas||document.webkitPointerLockElement===Module.canvas||document.msPointerLockElement===Module.canvas}var c=Module.canvas;c&&(c.requestPointerLock=c.requestPointerLock||c.mozRequestPointerLock||c.webkitRequestPointerLock||c.msRequestPointerLock||function(){},c.exitPointerLock=document.exitPointerLock||document.mozExitPointerLock||document.webkitExitPointerLock||document.msExitPointerLock||function(){},c.exitPointerLock=c.exitPointerLock.bind(document),document.addEventListener("pointerlockchange",a,!1),document.addEventListener("mozpointerlockchange",a,!1),document.addEventListener("webkitpointerlockchange",a,!1),document.addEventListener("mspointerlockchange",a,!1),Module.elementPointerLock&&c.addEventListener("click",function(_){!Browser.pointerLock&&Module.canvas.requestPointerLock&&(Module.canvas.requestPointerLock(),_.preventDefault())},!1))},createContext:function(i,o,a,c){if(o&&Module.ctx&&i==Module.canvas)return Module.ctx;var _,t;if(o){var M={antialias:!1,alpha:!1};if(c)for(var N in c)M[N]=c[N];t=GL.createContext(i,M),t&&(_=GL.getContext(t).GLctx)}else _=i.getContext("2d");return _?(a&&(o||assert(typeof GLctx=="undefined","cannot set in module if GLctx is used, but we are a non-GL context that would replace it"),Module.ctx=_,o&&GL.makeContextCurrent(t),Module.useWebGL=o,Browser.moduleContextCreatedCallbacks.forEach(function(O){O()}),Browser.init()),_):null},destroyContext:function(i,o,a){},fullscreenHandlersInstalled:!1,lockPointer:void 0,resizeCanvas:void 0,requestFullscreen:function(i,o,a){Browser.lockPointer=i,Browser.resizeCanvas=o,Browser.vrDevice=a,typeof Browser.lockPointer=="undefined"&&(Browser.lockPointer=!0),typeof Browser.resizeCanvas=="undefined"&&(Browser.resizeCanvas=!1),typeof Browser.vrDevice=="undefined"&&(Browser.vrDevice=null);var c=Module.canvas;function _(){Browser.isFullscreen=!1;var M=c.parentNode;(document.fullscreenElement||document.mozFullScreenElement||document.msFullscreenElement||document.webkitFullscreenElement||document.webkitCurrentFullScreenElement)===M?(c.exitFullscreen=document.exitFullscreen||document.cancelFullScreen||document.mozCancelFullScreen||document.msExitFullscreen||document.webkitCancelFullScreen||function(){},c.exitFullscreen=c.exitFullscreen.bind(document),Browser.lockPointer&&c.requestPointerLock(),Browser.isFullscreen=!0,Browser.resizeCanvas&&Browser.setFullscreenCanvasSize()):(M.parentNode.insertBefore(c,M),M.parentNode.removeChild(M),Browser.resizeCanvas&&Browser.setWindowedCanvasSize()),Module.onFullScreen&&Module.onFullScreen(Browser.isFullscreen),Module.onFullscreen&&Module.onFullscreen(Browser.isFullscreen),Browser.updateCanvasDimensions(c)}Browser.fullscreenHandlersInstalled||(Browser.fullscreenHandlersInstalled=!0,document.addEventListener("fullscreenchange",_,!1),document.addEventListener("mozfullscreenchange",_,!1),document.addEventListener("webkitfullscreenchange",_,!1),document.addEventListener("MSFullscreenChange",_,!1));var t=document.createElement("div");c.parentNode.insertBefore(t,c),t.appendChild(c),t.requestFullscreen=t.requestFullscreen||t.mozRequestFullScreen||t.msRequestFullscreen||(t.webkitRequestFullscreen?function(){t.webkitRequestFullscreen(Element.ALLOW_KEYBOARD_INPUT)}:null)||(t.webkitRequestFullScreen?function(){t.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT)}:null),a?t.requestFullscreen({vrDisplay:a}):t.requestFullscreen()},requestFullScreen:function(i,o,a){return Module.printErr("Browser.requestFullScreen() is deprecated. Please call Browser.requestFullscreen instead."),Browser.requestFullScreen=function(c,_,t){return Browser.requestFullscreen(c,_,t)},Browser.requestFullscreen(i,o,a)},nextRAF:0,fakeRequestAnimationFrame:function(i){var o=Date.now();if(Browser.nextRAF===0)Browser.nextRAF=o+1e3/60;else for(;o+2>=Browser.nextRAF;)Browser.nextRAF+=1e3/60;var a=Math.max(Browser.nextRAF-o,0);setTimeout(i,a)},requestAnimationFrame:function(o){typeof window=="undefined"?Browser.fakeRequestAnimationFrame(o):(window.requestAnimationFrame||(window.requestAnimationFrame=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||window.msRequestAnimationFrame||window.oRequestAnimationFrame||Browser.fakeRequestAnimationFrame),window.requestAnimationFrame(o))},safeCallback:function(i){return function(){if(!ABORT)return i.apply(null,arguments)}},allowAsyncCallbacks:!0,queuedAsyncCallbacks:[],pauseAsyncCallbacks:function(){Browser.allowAsyncCallbacks=!1},resumeAsyncCallbacks:function(){if(Browser.allowAsyncCallbacks=!0,Browser.queuedAsyncCallbacks.length>0){var i=Browser.queuedAsyncCallbacks;Browser.queuedAsyncCallbacks=[],i.forEach(function(o){o()})}},safeRequestAnimationFrame:function(i){return Browser.requestAnimationFrame(function(){ABORT||(Browser.allowAsyncCallbacks?i():Browser.queuedAsyncCallbacks.push(i))})},safeSetTimeout:function(i,o){return Module.noExitRuntime=!0,setTimeout(function(){ABORT||(Browser.allowAsyncCallbacks?i():Browser.queuedAsyncCallbacks.push(i))},o)},safeSetInterval:function(i,o){return Module.noExitRuntime=!0,setInterval(function(){ABORT||Browser.allowAsyncCallbacks&&i()},o)},getMimetype:function(i){return{jpg:"image/jpeg",jpeg:"image/jpeg",png:"image/png",bmp:"image/bmp",ogg:"audio/ogg",wav:"audio/wav",mp3:"audio/mpeg"}[i.substr(i.lastIndexOf(".")+1)]},getUserMedia:function(i){window.getUserMedia||(window.getUserMedia=navigator.getUserMedia||navigator.mozGetUserMedia),window.getUserMedia(i)},getMovementX:function(i){return i.movementX||i.mozMovementX||i.webkitMovementX||0},getMovementY:function(i){return i.movementY||i.mozMovementY||i.webkitMovementY||0},getMouseWheelDelta:function(i){var o=0;switch(i.type){case"DOMMouseScroll":o=i.detail;break;case"mousewheel":o=i.wheelDelta;break;case"wheel":o=i.deltaY;break;default:throw"unrecognized mouse wheel event: "+i.type}return o},mouseX:0,mouseY:0,mouseMovementX:0,mouseMovementY:0,touches:{},lastTouches:{},calculateMouseEvent:function(i){if(Browser.pointerLock)i.type!="mousemove"&&"mozMovementX"in i?Browser.mouseMovementX=Browser.mouseMovementY=0:(Browser.mouseMovementX=Browser.getMovementX(i),Browser.mouseMovementY=Browser.getMovementY(i)),typeof SDL!="undefined"?(Browser.mouseX=SDL.mouseX+Browser.mouseMovementX,Browser.mouseY=SDL.mouseY+Browser.mouseMovementY):(Browser.mouseX+=Browser.mouseMovementX,Browser.mouseY+=Browser.mouseMovementY);else{var o=Module.canvas.getBoundingClientRect(),a=Module.canvas.width,c=Module.canvas.height,_=typeof window.scrollX!="undefined"?window.scrollX:window.pageXOffset,t=typeof window.scrollY!="undefined"?window.scrollY:window.pageYOffset;if(i.type==="touchstart"||i.type==="touchend"||i.type==="touchmove"){var M=i.touch;if(M===void 0)return;var N=M.pageX-(_+o.left),O=M.pageY-(t+o.top);N=N*(a/o.width),O=O*(c/o.height);var T={x:N,y:O};if(i.type==="touchstart")Browser.lastTouches[M.identifier]=T,Browser.touches[M.identifier]=T;else if(i.type==="touchend"||i.type==="touchmove"){var B=Browser.touches[M.identifier];B||(B=T),Browser.lastTouches[M.identifier]=B,Browser.touches[M.identifier]=T}return}var H=i.pageX-(_+o.left),q=i.pageY-(t+o.top);H=H*(a/o.width),q=q*(c/o.height),Browser.mouseMovementX=H-Browser.mouseX,Browser.mouseMovementY=q-Browser.mouseY,Browser.mouseX=H,Browser.mouseY=q}},asyncLoad:function(i,o,a,c){var _=c?"":getUniqueRunDependency("al "+i);Module.readAsync(i,function(t){assert(t,'Loading data file "'+i+'" failed (no arrayBuffer).'),o(new Uint8Array(t)),_&&removeRunDependency(_)},function(t){if(a)a();else throw'Loading data file "'+i+'" failed.'}),_&&addRunDependency(_)},resizeListeners:[],updateResizeListeners:function(){var i=Module.canvas;Browser.resizeListeners.forEach(function(o){o(i.width,i.height)})},setCanvasSize:function(i,o,a){var c=Module.canvas;Browser.updateCanvasDimensions(c,i,o),a||Browser.updateResizeListeners()},windowedWidth:0,windowedHeight:0,setFullscreenCanvasSize:function(){if(typeof SDL!="undefined"){var i=HEAPU32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2];i=i|8388608,HEAP32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2]=i}Browser.updateResizeListeners()},setWindowedCanvasSize:function(){if(typeof SDL!="undefined"){var i=HEAPU32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2];i=i&~8388608,HEAP32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2]=i}Browser.updateResizeListeners()},updateCanvasDimensions:function(i,o,a){o&&a?(i.widthNative=o,i.heightNative=a):(o=i.widthNative,a=i.heightNative);var c=o,_=a;if(Module.forcedAspectRatio&&Module.forcedAspectRatio>0&&(c/_>2];return o},getStr:function(){var i=Pointer_stringify(SYSCALLS.get());return i},get64:function(){var i=SYSCALLS.get(),o=SYSCALLS.get();return i>=0?assert(o===0):assert(o===-1),i},getZero:function(){assert(SYSCALLS.get()===0)}};function ___syscall6(i,o){SYSCALLS.varargs=o;try{var a=SYSCALLS.getStreamFromFD();return FS.close(a),0}catch(c){return(typeof FS=="undefined"||!(c instanceof FS.ErrnoError))&&abort(c),-c.errno}}function ___syscall54(i,o){SYSCALLS.varargs=o;try{return 0}catch(a){return(typeof FS=="undefined"||!(a instanceof FS.ErrnoError))&&abort(a),-a.errno}}function _typeModule(i){var o=[[0,1,"X"],[1,1,"const X"],[128,1,"X *"],[256,1,"X &"],[384,1,"X &&"],[512,1,"std::shared_ptr"],[640,1,"std::unique_ptr"],[5120,1,"std::vector"],[6144,2,"std::array"],[9216,-1,"std::function"]];function a(O,T,B,H,q,ne){if(T==1){var m=H&896;(m==128||m==256||m==384)&&(O="X const")}var pe;return ne?pe=B.replace("X",O).replace("Y",q):pe=O.replace("X",B).replace("Y",q),pe.replace(/([*&]) (?=[*&])/g,"$1")}function c(O,T,B,H,q){throw new Error(O+" type "+B.replace("X",T+"?")+(H?" with flag "+H:"")+" in "+q)}function _(O,T,B,H,q,ne,m,pe){ne===void 0&&(ne="X"),pe===void 0&&(pe=1);var ge=B(O);if(ge)return ge;var ve=H(O),ue=ve.placeholderFlag,_e=o[ue];m&&_e&&(ne=a(m[2],m[0],ne,_e[0],"?",!0));var ce;ue==0&&(ce="Unbound"),ue>=10&&(ce="Corrupt"),pe>20&&(ce="Deeply nested"),ce&&c(ce,O,ne,ue,q||"?");var me=ve.paramList[0],re=_(me,T,B,H,q,ne,_e,pe+1),we,Ie={flags:_e[0],id:O,name:"",paramList:[re]},je=[],ct="?";switch(ve.placeholderFlag){case 1:we=re.spec;break;case 2:if((re.flags&15360)==1024&&re.spec.ptrSize==1){Ie.flags=7168;break}case 3:case 6:case 5:we=re.spec,(re.flags&15360)!=2048;break;case 8:ct=""+ve.paramList[1],Ie.paramList.push(ve.paramList[1]);break;case 9:for(var pt=0,Xe=ve.paramList[1];pt>2]=i),i}function _llvm_stacksave(){var i=_llvm_stacksave;return i.LLVM_SAVEDSTACKS||(i.LLVM_SAVEDSTACKS=[]),i.LLVM_SAVEDSTACKS.push(Runtime.stackSave()),i.LLVM_SAVEDSTACKS.length-1}function ___syscall140(i,o){SYSCALLS.varargs=o;try{var a=SYSCALLS.getStreamFromFD(),c=SYSCALLS.get(),_=SYSCALLS.get(),t=SYSCALLS.get(),M=SYSCALLS.get(),N=_;return FS.llseek(a,N,M),HEAP32[t>>2]=a.position,a.getdents&&N===0&&M===0&&(a.getdents=null),0}catch(O){return(typeof FS=="undefined"||!(O instanceof FS.ErrnoError))&&abort(O),-O.errno}}function ___syscall146(i,o){SYSCALLS.varargs=o;try{var a=SYSCALLS.get(),c=SYSCALLS.get(),_=SYSCALLS.get(),t=0;___syscall146.buffer||(___syscall146.buffers=[null,[],[]],___syscall146.printChar=function(B,H){var q=___syscall146.buffers[B];assert(q),H===0||H===10?((B===1?Module.print:Module.printErr)(UTF8ArrayToString(q,0)),q.length=0):q.push(H)});for(var M=0;M<_;M++){for(var N=HEAP32[c+M*8>>2],O=HEAP32[c+(M*8+4)>>2],T=0;Ti.pageSize/2||o>i.pageSize-a){var c=_nbind.typeNameTbl.NBind.proto;return c.lalloc(o)}else return HEAPU32[i.usedPtr]=a+o,i.rootPtr+a},i.lreset=function(o,a){var c=HEAPU32[i.pagePtr];if(c){var _=_nbind.typeNameTbl.NBind.proto;_.lreset(o,a)}else HEAPU32[i.usedPtr]=o},i}();_nbind.Pool=Pool;function constructType(i,o){var a=i==10240?_nbind.makeTypeNameTbl[o.name]||_nbind.BindType:_nbind.makeTypeKindTbl[i],c=new a(o);return typeIdTbl[o.id]=c,_nbind.typeNameTbl[o.name]=c,c}_nbind.constructType=constructType;function getType(i){return typeIdTbl[i]}_nbind.getType=getType;function queryType(i){var o=HEAPU8[i],a=_nbind.structureList[o][1];i/=4,a<0&&(++i,a=HEAPU32[i]+1);var c=Array.prototype.slice.call(HEAPU32.subarray(i+1,i+1+a));return o==9&&(c=[c[0],c.slice(1)]),{paramList:c,placeholderFlag:o}}_nbind.queryType=queryType;function getTypes(i,o){return i.map(function(a){return typeof a=="number"?_nbind.getComplexType(a,constructType,getType,queryType,o):_nbind.typeNameTbl[a]})}_nbind.getTypes=getTypes;function readTypeIdList(i,o){return Array.prototype.slice.call(HEAPU32,i/4,i/4+o)}_nbind.readTypeIdList=readTypeIdList;function readAsciiString(i){for(var o=i;HEAPU8[o++];);return String.fromCharCode.apply("",HEAPU8.subarray(i,o-1))}_nbind.readAsciiString=readAsciiString;function readPolicyList(i){var o={};if(i)for(;;){var a=HEAPU32[i/4];if(!a)break;o[readAsciiString(a)]=!0,i+=4}return o}_nbind.readPolicyList=readPolicyList;function getDynCall(i,o){var a={float32_t:"d",float64_t:"d",int64_t:"d",uint64_t:"d",void:"v"},c=i.map(function(t){return a[t.name]||"i"}).join(""),_=Module["dynCall_"+c];if(!_)throw new Error("dynCall_"+c+" not found for "+o+"("+i.map(function(t){return t.name}).join(", ")+")");return _}_nbind.getDynCall=getDynCall;function addMethod(i,o,a,c){var _=i[o];i.hasOwnProperty(o)&&_?((_.arity||_.arity===0)&&(_=_nbind.makeOverloader(_,_.arity),i[o]=_),_.addMethod(a,c)):(a.arity=c,i[o]=a)}_nbind.addMethod=addMethod;function throwError(i){throw new Error(i)}_nbind.throwError=throwError,_nbind.bigEndian=!1,_a=_typeModule(_typeModule),_nbind.Type=_a.Type,_nbind.makeType=_a.makeType,_nbind.getComplexType=_a.getComplexType,_nbind.structureList=_a.structureList;var BindType=function(i){__extends(o,i);function o(){var a=i!==null&&i.apply(this,arguments)||this;return a.heap=HEAPU32,a.ptrSize=4,a}return o.prototype.needsWireRead=function(a){return!!this.wireRead||!!this.makeWireRead},o.prototype.needsWireWrite=function(a){return!!this.wireWrite||!!this.makeWireWrite},o}(_nbind.Type);_nbind.BindType=BindType;var PrimitiveType=function(i){__extends(o,i);function o(a){var c=i.call(this,a)||this,_=a.flags&32?{32:HEAPF32,64:HEAPF64}:a.flags&8?{8:HEAPU8,16:HEAPU16,32:HEAPU32}:{8:HEAP8,16:HEAP16,32:HEAP32};return c.heap=_[a.ptrSize*8],c.ptrSize=a.ptrSize,c}return o.prototype.needsWireWrite=function(a){return!!a&&!!a.Strict},o.prototype.makeWireWrite=function(a,c){return c&&c.Strict&&function(_){if(typeof _=="number")return _;throw new Error("Type mismatch")}},o}(BindType);_nbind.PrimitiveType=PrimitiveType;function pushCString(i,o){if(i==null){if(o&&o.Nullable)return 0;throw new Error("Type mismatch")}if(o&&o.Strict){if(typeof i!="string")throw new Error("Type mismatch")}else i=i.toString();var a=Module.lengthBytesUTF8(i)+1,c=_nbind.Pool.lalloc(a);return Module.stringToUTF8Array(i,HEAPU8,c,a),c}_nbind.pushCString=pushCString;function popCString(i){return i===0?null:Module.Pointer_stringify(i)}_nbind.popCString=popCString;var CStringType=function(i){__extends(o,i);function o(){var a=i!==null&&i.apply(this,arguments)||this;return a.wireRead=popCString,a.wireWrite=pushCString,a.readResources=[_nbind.resources.pool],a.writeResources=[_nbind.resources.pool],a}return o.prototype.makeWireWrite=function(a,c){return function(_){return pushCString(_,c)}},o}(BindType);_nbind.CStringType=CStringType;var BooleanType=function(i){__extends(o,i);function o(){var a=i!==null&&i.apply(this,arguments)||this;return a.wireRead=function(c){return!!c},a}return o.prototype.needsWireWrite=function(a){return!!a&&!!a.Strict},o.prototype.makeWireRead=function(a){return"!!("+a+")"},o.prototype.makeWireWrite=function(a,c){return c&&c.Strict&&function(_){if(typeof _=="boolean")return _;throw new Error("Type mismatch")}||a},o}(BindType);_nbind.BooleanType=BooleanType;var Wrapper=function(){function i(){}return i.prototype.persist=function(){this.__nbindState|=1},i}();_nbind.Wrapper=Wrapper;function makeBound(i,o){var a=function(c){__extends(_,c);function _(t,M,N,O){var T=c.call(this)||this;if(!(T instanceof _))return new(Function.prototype.bind.apply(_,Array.prototype.concat.apply([null],arguments)));var B=M,H=N,q=O;if(t!==_nbind.ptrMarker){var ne=T.__nbindConstructor.apply(T,arguments);B=4096|512,q=HEAPU32[ne/4],H=HEAPU32[ne/4+1]}var m={configurable:!0,enumerable:!1,value:null,writable:!1},pe={__nbindFlags:B,__nbindPtr:H};q&&(pe.__nbindShared=q,_nbind.mark(T));for(var ge=0,ve=Object.keys(pe);ge>=1;var a=_nbind.valueList[i];return _nbind.valueList[i]=firstFreeValue,firstFreeValue=i,a}else{if(o)return _nbind.popShared(i,o);throw new Error("Invalid value slot "+i)}}_nbind.popValue=popValue;var valueBase=18446744073709552e3;function push64(i){return typeof i=="number"?i:pushValue(i)*4096+valueBase}function pop64(i){return i=3?M=Buffer.from(t):M=new Buffer(t),M.copy(c)}else getBuffer(c).set(t)}}_nbind.commitBuffer=commitBuffer;var dirtyList=[],gcTimer=0;function sweep(){for(var i=0,o=dirtyList;i>2]=DYNAMIC_BASE,staticSealed=!0;function 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r=0,u=0,l=0,s=0;s=Le(n)|0,r=(s^1)&1,u=e+380|0,l=e+384|0,(s|w(T[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(T[u>>2]=n,t[l>>2]=r,Qn(e))}function gs(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Le(n)|0,r=s?0:2,u=e+380|0,l=e+384|0,(s|w(T[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(T[u>>2]=n,t[l>>2]=r,Qn(e))}function zs(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+380|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function b0(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Le(n)|0,r=(s^1)&1,u=e+388|0,l=e+392|0,(s|w(T[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(T[u>>2]=n,t[l>>2]=r,Qn(e))}function B0(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Le(n)|0,r=s?0:2,u=e+388|0,l=e+392|0,(s|w(T[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(T[u>>2]=n,t[l>>2]=r,Qn(e))}function _s(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+388|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function Qu(e,n){e=e|0,n=w(n);var r=0;r=e+396|0,w(T[r>>2])!=n&&(T[r>>2]=n,Qn(e))}function Tu(e){return e=e|0,w(T[e+396>>2])}function Ei(e){return e=e|0,w(T[e+400>>2])}function xo(e){return e=e|0,w(T[e+404>>2])}function e0(e){return e=e|0,w(T[e+408>>2])}function U0(e){return e=e|0,w(T[e+412>>2])}function sa(e){return e=e|0,w(T[e+416>>2])}function es(e){return e=e|0,w(T[e+420>>2])}function tu(e,n){switch(e=e|0,n=n|0,qu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(T[e+424+(n<<2)>>2])}function ei(e,n){switch(e=e|0,n=n|0,qu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(T[e+448+(n<<2)>>2])}function h0(e,n){switch(e=e|0,n=n|0,qu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(T[e+472+(n<<2)>>2])}function Bi(e,n){e=e|0,n=n|0;var r=0,u=Tt;return r=t[e+4>>2]|0,(r|0)==(t[n+4>>2]|0)?r?(u=w(T[e>>2]),e=w(kt(w(u-w(T[n>>2]))))>2]=0,t[u+4>>2]=0,t[u+8>>2]=0,Jo(u|0,e|0,n|0,0),pr(e,3,(c[u+11>>0]|0)<0?t[u>>2]|0:u,r),tP(u),m=r}function t0(e,n,r,u){e=w(e),n=w(n),r=r|0,u=u|0;var l=Tt;e=w(e*n),l=w(QE(e,w(1)));do if(Ci(l,w(0))|0)e=w(e-l);else{if(e=w(e-l),Ci(l,w(1))|0){e=w(e+w(1));break}if(r){e=w(e+w(1));break}u||(l>w(.5)?l=w(1):(u=Ci(l,w(.5))|0,l=w(u?1:0)),e=w(e+l))}while(0);return w(e/n)}function n0(e,n,r,u,l,s,h,D,S,L,k,I,K){e=e|0,n=w(n),r=r|0,u=w(u),l=l|0,s=w(s),h=h|0,D=w(D),S=w(S),L=w(L),k=w(k),I=w(I),K=K|0;var Be=0,Te=Tt,ye=Tt,Ze=Tt,Ge=Tt,ft=Tt,Me=Tt;return S>2]),Te!=w(0)):0)?(Ze=w(t0(n,Te,0,0)),Ge=w(t0(u,Te,0,0)),ye=w(t0(s,Te,0,0)),Te=w(t0(D,Te,0,0))):(ye=s,Ze=n,Te=D,Ge=u),(l|0)==(e|0)?Be=Ci(ye,Ze)|0:Be=0,(h|0)==(r|0)?K=Ci(Te,Ge)|0:K=0,((Be?0:(ft=w(n-k),!(Re(e,ft,S)|0)))?!(rt(e,ft,l,S)|0):0)?Be=Ye(e,ft,l,s,S)|0:Be=1,((K?0:(Me=w(u-I),!(Re(r,Me,L)|0)))?!(rt(r,Me,h,L)|0):0)?K=Ye(r,Me,h,D,L)|0:K=1,K=Be&K),K|0}function Re(e,n,r){return e=e|0,n=w(n),r=w(r),(e|0)==1?e=Ci(n,r)|0:e=0,e|0}function rt(e,n,r,u){return e=e|0,n=w(n),r=r|0,u=w(u),(e|0)==2&(r|0)==0?n>=u?e=1:e=Ci(n,u)|0:e=0,e|0}function Ye(e,n,r,u,l){return e=e|0,n=w(n),r=r|0,u=w(u),l=w(l),(e|0)==2&(r|0)==2&u>n?l<=n?e=1:e=Ci(n,l)|0:e=0,e|0}function Kt(e,n,r,u,l,s,h,D,S,L,k){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=s|0,h=w(h),D=w(D),S=S|0,L=L|0,k=k|0;var I=0,K=0,Be=0,Te=0,ye=Tt,Ze=Tt,Ge=0,ft=0,Me=0,Pe=0,Zt=0,Br=0,In=0,gn=0,_r=0,Pr=0,Ln=0,uu=Tt,ls=Tt,ss=Tt,as=0,ta=0;Ln=m,m=m+160|0,gn=Ln+152|0,In=Ln+120|0,Br=Ln+104|0,Me=Ln+72|0,Te=Ln+56|0,Zt=Ln+8|0,ft=Ln,Pe=(t[2279]|0)+1|0,t[2279]=Pe,_r=e+984|0,((c[_r>>0]|0)!=0?(t[e+512>>2]|0)!=(t[2278]|0):0)?Ge=4:(t[e+516>>2]|0)==(u|0)?Pr=0:Ge=4,(Ge|0)==4&&(t[e+520>>2]=0,t[e+924>>2]=-1,t[e+928>>2]=-1,T[e+932>>2]=w(-1),T[e+936>>2]=w(-1),Pr=1);e:do if(t[e+964>>2]|0)if(ye=w(Xt(e,2,h)),Ze=w(Xt(e,0,h)),I=e+916|0,ss=w(T[I>>2]),ls=w(T[e+920>>2]),uu=w(T[e+932>>2]),n0(l,n,s,r,t[e+924>>2]|0,ss,t[e+928>>2]|0,ls,uu,w(T[e+936>>2]),ye,Ze,k)|0)Ge=22;else if(Be=t[e+520>>2]|0,!Be)Ge=21;else for(K=0;;){if(I=e+524+(K*24|0)|0,uu=w(T[I>>2]),ls=w(T[e+524+(K*24|0)+4>>2]),ss=w(T[e+524+(K*24|0)+16>>2]),n0(l,n,s,r,t[e+524+(K*24|0)+8>>2]|0,uu,t[e+524+(K*24|0)+12>>2]|0,ls,ss,w(T[e+524+(K*24|0)+20>>2]),ye,Ze,k)|0){Ge=22;break e}if(K=K+1|0,K>>>0>=Be>>>0){Ge=21;break}}else{if(S){if(I=e+916|0,!(Ci(w(T[I>>2]),n)|0)){Ge=21;break}if(!(Ci(w(T[e+920>>2]),r)|0)){Ge=21;break}if((t[e+924>>2]|0)!=(l|0)){Ge=21;break}I=(t[e+928>>2]|0)==(s|0)?I:0,Ge=22;break}if(Be=t[e+520>>2]|0,!Be)Ge=21;else for(K=0;;){if(I=e+524+(K*24|0)|0,((Ci(w(T[I>>2]),n)|0?Ci(w(T[e+524+(K*24|0)+4>>2]),r)|0:0)?(t[e+524+(K*24|0)+8>>2]|0)==(l|0):0)?(t[e+524+(K*24|0)+12>>2]|0)==(s|0):0){Ge=22;break e}if(K=K+1|0,K>>>0>=Be>>>0){Ge=21;break}}}while(0);do if((Ge|0)==21)c[11697]|0?(I=0,Ge=28):(I=0,Ge=31);else if((Ge|0)==22){if(K=(c[11697]|0)!=0,!((I|0)!=0&(Pr^1)))if(K){Ge=28;break}else{Ge=31;break}Te=I+16|0,t[e+908>>2]=t[Te>>2],Be=I+20|0,t[e+912>>2]=t[Be>>2],(c[11698]|0)==0|K^1||(t[ft>>2]=Wr(Pe)|0,t[ft+4>>2]=Pe,pr(e,4,2972,ft),K=t[e+972>>2]|0,K|0&&P1[K&127](e),l=xn(l,S)|0,s=xn(s,S)|0,ta=+w(T[Te>>2]),as=+w(T[Be>>2]),t[Zt>>2]=l,t[Zt+4>>2]=s,B[Zt+8>>3]=+n,B[Zt+16>>3]=+r,B[Zt+24>>3]=ta,B[Zt+32>>3]=as,t[Zt+40>>2]=L,pr(e,4,2989,Zt))}while(0);return(Ge|0)==28&&(K=Wr(Pe)|0,t[Te>>2]=K,t[Te+4>>2]=Pe,t[Te+8>>2]=Pr?3047:11699,pr(e,4,3038,Te),K=t[e+972>>2]|0,K|0&&P1[K&127](e),Zt=xn(l,S)|0,Ge=xn(s,S)|0,t[Me>>2]=Zt,t[Me+4>>2]=Ge,B[Me+8>>3]=+n,B[Me+16>>3]=+r,t[Me+24>>2]=L,pr(e,4,3049,Me),Ge=31),(Ge|0)==31&&(yu(e,n,r,u,l,s,h,D,S,k),c[11697]|0&&(K=t[2279]|0,Zt=Wr(K)|0,t[Br>>2]=Zt,t[Br+4>>2]=K,t[Br+8>>2]=Pr?3047:11699,pr(e,4,3083,Br),K=t[e+972>>2]|0,K|0&&P1[K&127](e),Zt=xn(l,S)|0,Br=xn(s,S)|0,as=+w(T[e+908>>2]),ta=+w(T[e+912>>2]),t[In>>2]=Zt,t[In+4>>2]=Br,B[In+8>>3]=as,B[In+16>>3]=ta,t[In+24>>2]=L,pr(e,4,3092,In)),t[e+516>>2]=u,I||(K=e+520|0,I=t[K>>2]|0,(I|0)==16&&(c[11697]|0&&pr(e,4,3124,gn),t[K>>2]=0,I=0),S?I=e+916|0:(t[K>>2]=I+1,I=e+524+(I*24|0)|0),T[I>>2]=n,T[I+4>>2]=r,t[I+8>>2]=l,t[I+12>>2]=s,t[I+16>>2]=t[e+908>>2],t[I+20>>2]=t[e+912>>2],I=0)),S&&(t[e+416>>2]=t[e+908>>2],t[e+420>>2]=t[e+912>>2],c[e+985>>0]=1,c[_r>>0]=0),t[2279]=(t[2279]|0)+-1,t[e+512>>2]=t[2278],m=Ln,Pr|(I|0)==0|0}function Xt(e,n,r){e=e|0,n=n|0,r=w(r);var u=Tt;return u=w(zi(e,n,r)),w(u+w(Oo(e,n,r)))}function pr(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=m,m=m+16|0,l=s,t[l>>2]=u,e?u=t[e+976>>2]|0:u=0,Hs(u,e,n,r,l),m=s}function Wr(e){return e=e|0,(e>>>0>60?3201:3201+(60-e)|0)|0}function xn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+32|0,r=l+12|0,u=l,t[r>>2]=t[254],t[r+4>>2]=t[255],t[r+8>>2]=t[256],t[u>>2]=t[257],t[u+4>>2]=t[258],t[u+8>>2]=t[259],(e|0)>2?e=11699:e=t[(n?u:r)+(e<<2)>>2]|0,m=l,e|0}function yu(e,n,r,u,l,s,h,D,S,L){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=s|0,h=w(h),D=w(D),S=S|0,L=L|0;var k=0,I=0,K=0,Be=0,Te=Tt,ye=Tt,Ze=Tt,Ge=Tt,ft=Tt,Me=Tt,Pe=Tt,Zt=0,Br=0,In=0,gn=Tt,_r=Tt,Pr=0,Ln=Tt,uu=0,ls=0,ss=0,as=0,ta=0,r2=0,i2=0,of=0,u2=0,Pc=0,Ic=0,o2=0,l2=0,s2=0,vi=0,lf=0,a2=0,Kf=0,f2=Tt,c2=Tt,bc=Tt,Bc=Tt,Xf=Tt,ql=0,Fa=0,Ns=0,sf=0,b1=0,B1=Tt,Uc=Tt,U1=Tt,j1=Tt,Wl=Tt,El=Tt,af=0,vu=Tt,z1=Tt,fs=Tt,Qf=Tt,cs=Tt,Jf=Tt,H1=0,q1=0,Zf=Tt,Vl=Tt,ff=0,W1=0,V1=0,G1=0,Sr=Tt,Bu=0,Dl=0,ds=0,Gl=0,Or=0,Bn=0,cf=0,mn=Tt,Y1=0,fo=0;cf=m,m=m+16|0,ql=cf+12|0,Fa=cf+8|0,Ns=cf+4|0,sf=cf,qu(e,(l|0)==0|(Le(n)|0)^1,3326),qu(e,(s|0)==0|(Le(r)|0)^1,3406),Dl=xl(e,u)|0,t[e+496>>2]=Dl,Or=Uo(2,Dl)|0,Bn=Uo(0,Dl)|0,T[e+440>>2]=w(zi(e,Or,h)),T[e+444>>2]=w(Oo(e,Or,h)),T[e+428>>2]=w(zi(e,Bn,h)),T[e+436>>2]=w(Oo(e,Bn,h)),T[e+464>>2]=w(Mo(e,Or)),T[e+468>>2]=w(v0(e,Or)),T[e+452>>2]=w(Mo(e,Bn)),T[e+460>>2]=w(v0(e,Bn)),T[e+488>>2]=w(Pu(e,Or,h)),T[e+492>>2]=w(Zu(e,Or,h)),T[e+476>>2]=w(Pu(e,Bn,h)),T[e+484>>2]=w(Zu(e,Bn,h));do if(t[e+964>>2]|0)ts(e,n,r,l,s,h,D);else{if(ds=e+948|0,Gl=(t[e+952>>2]|0)-(t[ds>>2]|0)>>2,!Gl){Es(e,n,r,l,s,h,D);break}if(S?0:fa(e,n,r,l,s,h,D)|0)break;ys(e),lf=e+508|0,c[lf>>0]=0,Or=Uo(t[e+4>>2]|0,Dl)|0,Bn=_f(Or,Dl)|0,Bu=Hi(Or)|0,a2=t[e+8>>2]|0,W1=e+28|0,Kf=(t[W1>>2]|0)!=0,cs=Bu?h:D,Zf=Bu?D:h,f2=w($u(e,Or,h)),c2=w(Ds(e,Or,h)),Te=w($u(e,Bn,h)),Jf=w(Rr(e,Or,h)),Vl=w(Rr(e,Bn,h)),In=Bu?l:s,ff=Bu?s:l,Sr=Bu?Jf:Vl,ft=Bu?Vl:Jf,Qf=w(Xt(e,2,h)),Ge=w(Xt(e,0,h)),ye=w(w(Rn(e+364|0,h))-Sr),Ze=w(w(Rn(e+380|0,h))-Sr),Me=w(w(Rn(e+372|0,D))-ft),Pe=w(w(Rn(e+388|0,D))-ft),bc=Bu?ye:Me,Bc=Bu?Ze:Pe,Qf=w(n-Qf),n=w(Qf-Sr),Le(n)|0?Sr=n:Sr=w(Ru(w(Qp(n,Ze)),ye)),z1=w(r-Ge),n=w(z1-ft),Le(n)|0?fs=n:fs=w(Ru(w(Qp(n,Pe)),Me)),ye=Bu?Sr:fs,vu=Bu?fs:Sr;e:do if((In|0)==1)for(u=0,I=0;;){if(k=Ti(e,I)|0,!u)(w(nu(k))>w(0)?w(cu(k))>w(0):0)?u=k:u=0;else if(r0(k)|0){Be=0;break e}if(I=I+1|0,I>>>0>=Gl>>>0){Be=u;break}}else Be=0;while(0);Zt=Be+500|0,Br=Be+504|0,u=0,k=0,n=w(0),K=0;do{if(I=t[(t[ds>>2]|0)+(K<<2)>>2]|0,(t[I+36>>2]|0)==1)Ni(I),c[I+985>>0]=1,c[I+984>>0]=0;else{Jr(I),S&&Ro(I,xl(I,Dl)|0,ye,vu,Sr);do if((t[I+24>>2]|0)!=1)if((I|0)==(Be|0)){t[Zt>>2]=t[2278],T[Br>>2]=w(0);break}else{ni(e,I,Sr,l,fs,Sr,fs,s,Dl,L);break}else k|0&&(t[k+960>>2]=I),t[I+960>>2]=0,k=I,u=(u|0)==0?I:u;while(0);El=w(T[I+504>>2]),n=w(n+w(El+w(Xt(I,Or,Sr))))}K=K+1|0}while((K|0)!=(Gl|0));for(ss=n>ye,af=Kf&((In|0)==2&ss)?1:In,uu=(ff|0)==1,ta=uu&(S^1),r2=(af|0)==1,i2=(af|0)==2,of=976+(Or<<2)|0,u2=(ff|2|0)==2,s2=uu&(Kf^1),Pc=1040+(Bn<<2)|0,Ic=1040+(Or<<2)|0,o2=976+(Bn<<2)|0,l2=(ff|0)!=1,ss=Kf&((In|0)!=0&ss),ls=e+976|0,uu=uu^1,n=ye,Pr=0,as=0,El=w(0),Xf=w(0);;){e:do if(Pr>>>0>>0)for(Br=t[ds>>2]|0,K=0,Pe=w(0),Me=w(0),Ze=w(0),ye=w(0),I=0,k=0,Be=Pr;;){if(Zt=t[Br+(Be<<2)>>2]|0,(t[Zt+36>>2]|0)!=1?(t[Zt+940>>2]=as,(t[Zt+24>>2]|0)!=1):0){if(Ge=w(Xt(Zt,Or,Sr)),vi=t[of>>2]|0,r=w(Rn(Zt+380+(vi<<3)|0,cs)),ft=w(T[Zt+504>>2]),r=w(Qp(r,ft)),r=w(Ru(w(Rn(Zt+364+(vi<<3)|0,cs)),r)),Kf&(K|0)!=0&w(Ge+w(Me+r))>n){s=K,Ge=Pe,In=Be;break e}Ge=w(Ge+r),r=w(Me+Ge),Ge=w(Pe+Ge),r0(Zt)|0&&(Ze=w(Ze+w(nu(Zt))),ye=w(ye-w(ft*w(cu(Zt))))),k|0&&(t[k+960>>2]=Zt),t[Zt+960>>2]=0,K=K+1|0,k=Zt,I=(I|0)==0?Zt:I}else Ge=Pe,r=Me;if(Be=Be+1|0,Be>>>0>>0)Pe=Ge,Me=r;else{s=K,In=Be;break}}else s=0,Ge=w(0),Ze=w(0),ye=w(0),I=0,In=Pr;while(0);vi=Ze>w(0)&Zew(0)&yeBc&((Le(Bc)|0)^1))n=Bc,vi=51;else if(c[(t[ls>>2]|0)+3>>0]|0)vi=51;else{if(gn!=w(0)?w(nu(e))!=w(0):0){vi=53;break}n=Ge,vi=53}while(0);if((vi|0)==51&&(vi=0,Le(n)|0?vi=53:(_r=w(n-Ge),Ln=n)),(vi|0)==53&&(vi=0,Ge>2]|0,Be=_rw(0),Me=w(_r/gn),Ze=w(0),Ge=w(0),n=w(0),k=I;do r=w(Rn(k+380+(K<<3)|0,cs)),ye=w(Rn(k+364+(K<<3)|0,cs)),ye=w(Qp(r,w(Ru(ye,w(T[k+504>>2]))))),Be?(r=w(ye*w(cu(k))),(r!=w(-0)?(mn=w(ye-w(ft*r)),B1=w(Kn(k,Or,mn,Ln,Sr)),mn!=B1):0)&&(Ze=w(Ze-w(B1-ye)),n=w(n+r))):((Zt?(Uc=w(nu(k)),Uc!=w(0)):0)?(mn=w(ye+w(Me*Uc)),U1=w(Kn(k,Or,mn,Ln,Sr)),mn!=U1):0)&&(Ze=w(Ze-w(U1-ye)),Ge=w(Ge-Uc)),k=t[k+960>>2]|0;while((k|0)!=0);if(n=w(Pe+n),ye=w(_r+Ze),b1)n=w(0);else{ft=w(gn+Ge),Be=t[of>>2]|0,Zt=yew(0),ft=w(ye/ft),n=w(0);do{mn=w(Rn(I+380+(Be<<3)|0,cs)),Ze=w(Rn(I+364+(Be<<3)|0,cs)),Ze=w(Qp(mn,w(Ru(Ze,w(T[I+504>>2]))))),Zt?(mn=w(Ze*w(cu(I))),ye=w(-mn),mn!=w(-0)?(mn=w(Me*ye),ye=w(Kn(I,Or,w(Ze+(Br?ye:mn)),Ln,Sr))):ye=Ze):(K?(j1=w(nu(I)),j1!=w(0)):0)?ye=w(Kn(I,Or,w(Ze+w(ft*j1)),Ln,Sr)):ye=Ze,n=w(n-w(ye-Ze)),Ge=w(Xt(I,Or,Sr)),r=w(Xt(I,Bn,Sr)),ye=w(ye+Ge),T[Fa>>2]=ye,t[sf>>2]=1,Ze=w(T[I+396>>2]);e:do if(Le(Ze)|0){k=Le(vu)|0;do if(!k){if(ss|(Wu(I,Bn,vu)|0|uu)||(eo(e,I)|0)!=4||(t[(Eo(I,Bn)|0)+4>>2]|0)==3||(t[(Do(I,Bn)|0)+4>>2]|0)==3)break;T[ql>>2]=vu,t[Ns>>2]=1;break e}while(0);if(Wu(I,Bn,vu)|0){k=t[I+992+(t[o2>>2]<<2)>>2]|0,mn=w(r+w(Rn(k,vu))),T[ql>>2]=mn,k=l2&(t[k+4>>2]|0)==2,t[Ns>>2]=((Le(mn)|0|k)^1)&1;break}else{T[ql>>2]=vu,t[Ns>>2]=k?0:2;break}}else mn=w(ye-Ge),gn=w(mn/Ze),mn=w(Ze*mn),t[Ns>>2]=1,T[ql>>2]=w(r+(Bu?gn:mn));while(0);Fn(I,Or,Ln,Sr,sf,Fa),Fn(I,Bn,vu,Sr,Ns,ql);do if(Wu(I,Bn,vu)|0?0:(eo(e,I)|0)==4){if((t[(Eo(I,Bn)|0)+4>>2]|0)==3){k=0;break}k=(t[(Do(I,Bn)|0)+4>>2]|0)!=3}else k=0;while(0);mn=w(T[Fa>>2]),gn=w(T[ql>>2]),Y1=t[sf>>2]|0,fo=t[Ns>>2]|0,Kt(I,Bu?mn:gn,Bu?gn:mn,Dl,Bu?Y1:fo,Bu?fo:Y1,Sr,fs,S&(k^1),3488,L)|0,c[lf>>0]=c[lf>>0]|c[I+508>>0],I=t[I+960>>2]|0}while((I|0)!=0)}}else n=w(0);if(n=w(_r+n),fo=n>0]=fo|M[lf>>0],i2&n>w(0)?(k=t[of>>2]|0,((t[e+364+(k<<3)+4>>2]|0)!=0?(Wl=w(Rn(e+364+(k<<3)|0,cs)),Wl>=w(0)):0)?ye=w(Ru(w(0),w(Wl-w(Ln-n)))):ye=w(0)):ye=n,Zt=Pr>>>0>>0,Zt){Be=t[ds>>2]|0,K=Pr,k=0;do I=t[Be+(K<<2)>>2]|0,t[I+24>>2]|0||(k=((t[(Eo(I,Or)|0)+4>>2]|0)==3&1)+k|0,k=k+((t[(Do(I,Or)|0)+4>>2]|0)==3&1)|0),K=K+1|0;while((K|0)!=(In|0));k?(Ge=w(0),r=w(0)):vi=101}else vi=101;e:do if((vi|0)==101)switch(vi=0,a2|0){case 1:{k=0,Ge=w(ye*w(.5)),r=w(0);break e}case 2:{k=0,Ge=ye,r=w(0);break e}case 3:{if(s>>>0<=1){k=0,Ge=w(0),r=w(0);break e}r=w((s+-1|0)>>>0),k=0,Ge=w(0),r=w(w(Ru(ye,w(0)))/r);break e}case 5:{r=w(ye/w((s+1|0)>>>0)),k=0,Ge=r;break e}case 4:{r=w(ye/w(s>>>0)),k=0,Ge=w(r*w(.5));break e}default:{k=0,Ge=w(0),r=w(0);break e}}while(0);if(n=w(f2+Ge),Zt){Ze=w(ye/w(k|0)),K=t[ds>>2]|0,I=Pr,ye=w(0);do{k=t[K+(I<<2)>>2]|0;e:do if((t[k+36>>2]|0)!=1){switch(t[k+24>>2]|0){case 1:{if(ae(k,Or)|0){if(!S)break e;mn=w(ie(k,Or,Ln)),mn=w(mn+w(Mo(e,Or))),mn=w(mn+w(zi(k,Or,Sr))),T[k+400+(t[Ic>>2]<<2)>>2]=mn;break e}break}case 0:if(fo=(t[(Eo(k,Or)|0)+4>>2]|0)==3,mn=w(Ze+n),n=fo?mn:n,S&&(fo=k+400+(t[Ic>>2]<<2)|0,T[fo>>2]=w(n+w(T[fo>>2]))),fo=(t[(Do(k,Or)|0)+4>>2]|0)==3,mn=w(Ze+n),n=fo?mn:n,ta){mn=w(r+w(Xt(k,Or,Sr))),ye=vu,n=w(n+w(mn+w(T[k+504>>2])));break e}else{n=w(n+w(r+w(Fe(k,Or,Sr)))),ye=w(Ru(ye,w(Fe(k,Bn,Sr))));break e}default:}S&&(mn=w(Ge+w(Mo(e,Or))),fo=k+400+(t[Ic>>2]<<2)|0,T[fo>>2]=w(mn+w(T[fo>>2])))}while(0);I=I+1|0}while((I|0)!=(In|0))}else ye=w(0);if(r=w(c2+n),u2?Ge=w(w(Kn(e,Bn,w(Vl+ye),Zf,h))-Vl):Ge=vu,Ze=w(w(Kn(e,Bn,w(Vl+(s2?vu:ye)),Zf,h))-Vl),Zt&S){I=Pr;do{K=t[(t[ds>>2]|0)+(I<<2)>>2]|0;do if((t[K+36>>2]|0)!=1){if((t[K+24>>2]|0)==1){if(ae(K,Bn)|0){if(mn=w(ie(K,Bn,vu)),mn=w(mn+w(Mo(e,Bn))),mn=w(mn+w(zi(K,Bn,Sr))),k=t[Pc>>2]|0,T[K+400+(k<<2)>>2]=mn,!(Le(mn)|0))break}else k=t[Pc>>2]|0;mn=w(Mo(e,Bn)),T[K+400+(k<<2)>>2]=w(mn+w(zi(K,Bn,Sr)));break}k=eo(e,K)|0;do if((k|0)==4){if((t[(Eo(K,Bn)|0)+4>>2]|0)==3){vi=139;break}if((t[(Do(K,Bn)|0)+4>>2]|0)==3){vi=139;break}if(Wu(K,Bn,vu)|0){n=Te;break}Y1=t[K+908+(t[of>>2]<<2)>>2]|0,t[ql>>2]=Y1,n=w(T[K+396>>2]),fo=Le(n)|0,ye=(t[q>>2]=Y1,w(T[q>>2])),fo?n=Ze:(_r=w(Xt(K,Bn,Sr)),mn=w(ye/n),n=w(n*ye),n=w(_r+(Bu?mn:n))),T[Fa>>2]=n,T[ql>>2]=w(w(Xt(K,Or,Sr))+ye),t[Ns>>2]=1,t[sf>>2]=1,Fn(K,Or,Ln,Sr,Ns,ql),Fn(K,Bn,vu,Sr,sf,Fa),n=w(T[ql>>2]),_r=w(T[Fa>>2]),mn=Bu?n:_r,n=Bu?_r:n,fo=((Le(mn)|0)^1)&1,Kt(K,mn,n,Dl,fo,((Le(n)|0)^1)&1,Sr,fs,1,3493,L)|0,n=Te}else vi=139;while(0);e:do if((vi|0)==139){vi=0,n=w(Ge-w(Fe(K,Bn,Sr)));do if((t[(Eo(K,Bn)|0)+4>>2]|0)==3){if((t[(Do(K,Bn)|0)+4>>2]|0)!=3)break;n=w(Te+w(Ru(w(0),w(n*w(.5)))));break e}while(0);if((t[(Do(K,Bn)|0)+4>>2]|0)==3){n=Te;break}if((t[(Eo(K,Bn)|0)+4>>2]|0)==3){n=w(Te+w(Ru(w(0),n)));break}switch(k|0){case 1:{n=Te;break e}case 2:{n=w(Te+w(n*w(.5)));break e}default:{n=w(Te+n);break e}}}while(0);mn=w(El+n),fo=K+400+(t[Pc>>2]<<2)|0,T[fo>>2]=w(mn+w(T[fo>>2]))}while(0);I=I+1|0}while((I|0)!=(In|0))}if(El=w(El+Ze),Xf=w(Ru(Xf,r)),s=as+1|0,In>>>0>=Gl>>>0)break;n=Ln,Pr=In,as=s}do if(S){if(k=s>>>0>1,k?0:!(Oe(e)|0))break;if(!(Le(vu)|0)){n=w(vu-El);e:do switch(t[e+12>>2]|0){case 3:{Te=w(Te+n),Me=w(0);break}case 2:{Te=w(Te+w(n*w(.5))),Me=w(0);break}case 4:{vu>El?Me=w(n/w(s>>>0)):Me=w(0);break}case 7:if(vu>El){Te=w(Te+w(n/w(s<<1>>>0))),Me=w(n/w(s>>>0)),Me=k?Me:w(0);break e}else{Te=w(Te+w(n*w(.5))),Me=w(0);break e}case 6:{Me=w(n/w(as>>>0)),Me=vu>El&k?Me:w(0);break}default:Me=w(0)}while(0);if(s|0)for(Zt=1040+(Bn<<2)|0,Br=976+(Bn<<2)|0,Be=0,I=0;;){e:do if(I>>>0>>0)for(ye=w(0),Ze=w(0),n=w(0),K=I;;){k=t[(t[ds>>2]|0)+(K<<2)>>2]|0;do if((t[k+36>>2]|0)!=1?(t[k+24>>2]|0)==0:0){if((t[k+940>>2]|0)!=(Be|0))break e;if(st(k,Bn)|0&&(mn=w(T[k+908+(t[Br>>2]<<2)>>2]),n=w(Ru(n,w(mn+w(Xt(k,Bn,Sr)))))),(eo(e,k)|0)!=5)break;Wl=w(yt(k)),Wl=w(Wl+w(zi(k,0,Sr))),mn=w(T[k+912>>2]),mn=w(w(mn+w(Xt(k,0,Sr)))-Wl),Wl=w(Ru(Ze,Wl)),mn=w(Ru(ye,mn)),ye=mn,Ze=Wl,n=w(Ru(n,w(Wl+mn)))}while(0);if(k=K+1|0,k>>>0>>0)K=k;else{K=k;break}}else Ze=w(0),n=w(0),K=I;while(0);if(ft=w(Me+n),r=Te,Te=w(Te+ft),I>>>0>>0){Ge=w(r+Ze),k=I;do{I=t[(t[ds>>2]|0)+(k<<2)>>2]|0;e:do if((t[I+36>>2]|0)!=1?(t[I+24>>2]|0)==0:0)switch(eo(e,I)|0){case 1:{mn=w(r+w(zi(I,Bn,Sr))),T[I+400+(t[Zt>>2]<<2)>>2]=mn;break e}case 3:{mn=w(w(Te-w(Oo(I,Bn,Sr)))-w(T[I+908+(t[Br>>2]<<2)>>2])),T[I+400+(t[Zt>>2]<<2)>>2]=mn;break e}case 2:{mn=w(r+w(w(ft-w(T[I+908+(t[Br>>2]<<2)>>2]))*w(.5))),T[I+400+(t[Zt>>2]<<2)>>2]=mn;break e}case 4:{if(mn=w(r+w(zi(I,Bn,Sr))),T[I+400+(t[Zt>>2]<<2)>>2]=mn,Wu(I,Bn,vu)|0||(Bu?(ye=w(T[I+908>>2]),n=w(ye+w(Xt(I,Or,Sr))),Ze=ft):(Ze=w(T[I+912>>2]),Ze=w(Ze+w(Xt(I,Bn,Sr))),n=ft,ye=w(T[I+908>>2])),Ci(n,ye)|0?Ci(Ze,w(T[I+912>>2]))|0:0))break e;Kt(I,n,Ze,Dl,1,1,Sr,fs,1,3501,L)|0;break e}case 5:{T[I+404>>2]=w(w(Ge-w(yt(I)))+w(ie(I,0,vu)));break e}default:break e}while(0);k=k+1|0}while((k|0)!=(K|0))}if(Be=Be+1|0,(Be|0)==(s|0))break;I=K}}}while(0);if(T[e+908>>2]=w(Kn(e,2,Qf,h,h)),T[e+912>>2]=w(Kn(e,0,z1,D,h)),((af|0)!=0?(H1=t[e+32>>2]|0,q1=(af|0)==2,!(q1&(H1|0)!=2)):0)?q1&(H1|0)==2&&(n=w(Jf+Ln),n=w(Ru(w(Qp(n,w(Jt(e,Or,Xf,cs)))),Jf)),vi=198):(n=w(Kn(e,Or,Xf,cs,h)),vi=198),(vi|0)==198&&(T[e+908+(t[976+(Or<<2)>>2]<<2)>>2]=n),((ff|0)!=0?(V1=t[e+32>>2]|0,G1=(ff|0)==2,!(G1&(V1|0)!=2)):0)?G1&(V1|0)==2&&(n=w(Vl+vu),n=w(Ru(w(Qp(n,w(Jt(e,Bn,w(Vl+El),Zf)))),Vl)),vi=204):(n=w(Kn(e,Bn,w(Vl+El),Zf,h)),vi=204),(vi|0)==204&&(T[e+908+(t[976+(Bn<<2)>>2]<<2)>>2]=n),S){if((t[W1>>2]|0)==2){I=976+(Bn<<2)|0,K=1040+(Bn<<2)|0,k=0;do Be=Ti(e,k)|0,t[Be+24>>2]|0||(Y1=t[I>>2]|0,mn=w(T[e+908+(Y1<<2)>>2]),fo=Be+400+(t[K>>2]<<2)|0,mn=w(mn-w(T[fo>>2])),T[fo>>2]=w(mn-w(T[Be+908+(Y1<<2)>>2]))),k=k+1|0;while((k|0)!=(Gl|0))}if(u|0){k=Bu?af:l;do On(e,u,Sr,k,fs,Dl,L),u=t[u+960>>2]|0;while((u|0)!=0)}if(k=(Or|2|0)==3,I=(Bn|2|0)==3,k|I){u=0;do K=t[(t[ds>>2]|0)+(u<<2)>>2]|0,(t[K+36>>2]|0)!=1&&(k&&Sn(e,K,Or),I&&Sn(e,K,Bn)),u=u+1|0;while((u|0)!=(Gl|0))}}}while(0);m=cf}function Ju(e,n){e=e|0,n=w(n);var r=0;Cn(e,n>=w(0),3147),r=n==w(0),T[e+4>>2]=r?w(0):n}function ti(e,n,r,u){e=e|0,n=w(n),r=w(r),u=u|0;var l=Tt,s=Tt,h=0,D=0,S=0;t[2278]=(t[2278]|0)+1,Jr(e),Wu(e,2,n)|0?(l=w(Rn(t[e+992>>2]|0,n)),S=1,l=w(l+w(Xt(e,2,n)))):(l=w(Rn(e+380|0,n)),l>=w(0)?S=2:(S=((Le(n)|0)^1)&1,l=n)),Wu(e,0,r)|0?(s=w(Rn(t[e+996>>2]|0,r)),D=1,s=w(s+w(Xt(e,0,n)))):(s=w(Rn(e+388|0,r)),s>=w(0)?D=2:(D=((Le(r)|0)^1)&1,s=r)),h=e+976|0,(Kt(e,l,s,u,S,D,n,r,1,3189,t[h>>2]|0)|0?(Ro(e,t[e+496>>2]|0,n,r,n),Fu(e,w(T[(t[h>>2]|0)+4>>2]),w(0),w(0)),c[11696]|0):0)&&yf(e,7)}function Jr(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;D=m,m=m+32|0,h=D+24|0,s=D+16|0,u=D+8|0,l=D,r=0;do n=e+380+(r<<3)|0,((t[e+380+(r<<3)+4>>2]|0)!=0?(S=n,L=t[S+4>>2]|0,k=u,t[k>>2]=t[S>>2],t[k+4>>2]=L,k=e+364+(r<<3)|0,L=t[k+4>>2]|0,S=l,t[S>>2]=t[k>>2],t[S+4>>2]=L,t[s>>2]=t[u>>2],t[s+4>>2]=t[u+4>>2],t[h>>2]=t[l>>2],t[h+4>>2]=t[l+4>>2],Bi(s,h)|0):0)||(n=e+348+(r<<3)|0),t[e+992+(r<<2)>>2]=n,r=r+1|0;while((r|0)!=2);m=D}function Wu(e,n,r){e=e|0,n=n|0,r=w(r);var u=0;switch(e=t[e+992+(t[976+(n<<2)>>2]<<2)>>2]|0,t[e+4>>2]|0){case 0:case 3:{e=0;break}case 1:{w(T[e>>2])>2])>2]|0){case 2:{n=w(w(w(T[e>>2])*n)/w(100));break}case 1:{n=w(T[e>>2]);break}default:n=w(re)}return w(n)}function Ro(e,n,r,u,l){e=e|0,n=n|0,r=w(r),u=w(u),l=w(l);var s=0,h=Tt;n=t[e+944>>2]|0?n:1,s=Uo(t[e+4>>2]|0,n)|0,n=_f(s,n)|0,r=w(Ar(e,s,r)),u=w(Ar(e,n,u)),h=w(r+w(zi(e,s,l))),T[e+400+(t[1040+(s<<2)>>2]<<2)>>2]=h,r=w(r+w(Oo(e,s,l))),T[e+400+(t[1e3+(s<<2)>>2]<<2)>>2]=r,r=w(u+w(zi(e,n,l))),T[e+400+(t[1040+(n<<2)>>2]<<2)>>2]=r,l=w(u+w(Oo(e,n,l))),T[e+400+(t[1e3+(n<<2)>>2]<<2)>>2]=l}function Fu(e,n,r,u){e=e|0,n=w(n),r=w(r),u=w(u);var l=0,s=0,h=Tt,D=Tt,S=0,L=0,k=Tt,I=0,K=Tt,Be=Tt,Te=Tt,ye=Tt;if(n!=w(0)&&(l=e+400|0,ye=w(T[l>>2]),s=e+404|0,Te=w(T[s>>2]),I=e+416|0,Be=w(T[I>>2]),L=e+420|0,h=w(T[L>>2]),K=w(ye+r),k=w(Te+u),u=w(K+Be),D=w(k+h),S=(t[e+988>>2]|0)==1,T[l>>2]=w(t0(ye,n,0,S)),T[s>>2]=w(t0(Te,n,0,S)),r=w(QE(w(Be*n),w(1))),Ci(r,w(0))|0?s=0:s=(Ci(r,w(1))|0)^1,r=w(QE(w(h*n),w(1))),Ci(r,w(0))|0?l=0:l=(Ci(r,w(1))|0)^1,ye=w(t0(u,n,S&s,S&(s^1))),T[I>>2]=w(ye-w(t0(K,n,0,S))),ye=w(t0(D,n,S&l,S&(l^1))),T[L>>2]=w(ye-w(t0(k,n,0,S))),s=(t[e+952>>2]|0)-(t[e+948>>2]|0)>>2,s|0)){l=0;do Fu(Ti(e,l)|0,n,K,k),l=l+1|0;while((l|0)!=(s|0))}}function li(e,n,r,u,l){switch(e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,r|0){case 5:case 0:{e=b8(t[489]|0,u,l)|0;break}default:e=JF(u,l)|0}return e|0}function Cl(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;l=m,m=m+16|0,s=l,t[s>>2]=u,Hs(e,0,n,r,s),m=l}function Hs(e,n,r,u,l){if(e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,e=e|0?e:956,iS[t[e+8>>2]&1](e,n,r,u,l)|0,(r|0)==5)$n();else return}function Vu(e,n,r){e=e|0,n=n|0,r=r|0,c[e+n>>0]=r&1}function aa(e,n){e=e|0,n=n|0;var r=0,u=0;t[e>>2]=0,t[e+4>>2]=0,t[e+8>>2]=0,r=n+4|0,u=(t[r>>2]|0)-(t[n>>2]|0)>>2,u|0&&(Xi(e,u),qs(e,t[n>>2]|0,t[r>>2]|0,u))}function Xi(e,n){e=e|0,n=n|0;var r=0;if((Ao(e)|0)>>>0>>0&&hi(e),n>>>0>1073741823)$n();else{r=pn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function qs(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(gr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function Ao(e){return e=e|0,1073741823}function zi(e,n,r){return e=e|0,n=n|0,r=w(r),(Hi(n)|0?(t[e+96>>2]|0)!=0:0)?e=e+92|0:e=ht(e+60|0,t[1040+(n<<2)>>2]|0,992)|0,w(il(e,r))}function Oo(e,n,r){return e=e|0,n=n|0,r=w(r),(Hi(n)|0?(t[e+104>>2]|0)!=0:0)?e=e+100|0:e=ht(e+60|0,t[1e3+(n<<2)>>2]|0,992)|0,w(il(e,r))}function Hi(e){return e=e|0,(e|1|0)==3|0}function il(e,n){return e=e|0,n=w(n),(t[e+4>>2]|0)==3?n=w(0):n=w(Rn(e,n)),w(n)}function xl(e,n){return e=e|0,n=n|0,e=t[e>>2]|0,((e|0)==0?(n|0)>1?n:1:e)|0}function Uo(e,n){e=e|0,n=n|0;var r=0;e:do if((n|0)==2){switch(e|0){case 2:{e=3;break e}case 3:break;default:{r=4;break e}}e=2}else r=4;while(0);return e|0}function Mo(e,n){e=e|0,n=n|0;var r=Tt;return((Hi(n)|0?(t[e+312>>2]|0)!=0:0)?(r=w(T[e+308>>2]),r>=w(0)):0)||(r=w(Ru(w(T[(ht(e+276|0,t[1040+(n<<2)>>2]|0,992)|0)>>2]),w(0)))),w(r)}function v0(e,n){e=e|0,n=n|0;var r=Tt;return((Hi(n)|0?(t[e+320>>2]|0)!=0:0)?(r=w(T[e+316>>2]),r>=w(0)):0)||(r=w(Ru(w(T[(ht(e+276|0,t[1e3+(n<<2)>>2]|0,992)|0)>>2]),w(0)))),w(r)}function Pu(e,n,r){e=e|0,n=n|0,r=w(r);var u=Tt;return((Hi(n)|0?(t[e+240>>2]|0)!=0:0)?(u=w(Rn(e+236|0,r)),u>=w(0)):0)||(u=w(Ru(w(Rn(ht(e+204|0,t[1040+(n<<2)>>2]|0,992)|0,r)),w(0)))),w(u)}function Zu(e,n,r){e=e|0,n=n|0,r=w(r);var u=Tt;return((Hi(n)|0?(t[e+248>>2]|0)!=0:0)?(u=w(Rn(e+244|0,r)),u>=w(0)):0)||(u=w(Ru(w(Rn(ht(e+204|0,t[1e3+(n<<2)>>2]|0,992)|0,r)),w(0)))),w(u)}function ts(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=Tt,S=Tt,L=Tt,k=Tt,I=Tt,K=Tt,Be=0,Te=0,ye=0;ye=m,m=m+16|0,Be=ye,Te=e+964|0,qu(e,(t[Te>>2]|0)!=0,3519),D=w(Rr(e,2,n)),S=w(Rr(e,0,n)),L=w(Xt(e,2,n)),k=w(Xt(e,0,n)),Le(n)|0?I=n:I=w(Ru(w(0),w(w(n-L)-D))),Le(r)|0?K=r:K=w(Ru(w(0),w(w(r-k)-S))),(u|0)==1&(l|0)==1?(T[e+908>>2]=w(Kn(e,2,w(n-L),s,s)),n=w(Kn(e,0,w(r-k),h,s))):(uS[t[Te>>2]&1](Be,e,I,u,K,l),I=w(D+w(T[Be>>2])),K=w(n-L),T[e+908>>2]=w(Kn(e,2,(u|2|0)==2?I:K,s,s)),K=w(S+w(T[Be+4>>2])),n=w(r-k),n=w(Kn(e,0,(l|2|0)==2?K:n,h,s))),T[e+912>>2]=n,m=ye}function Es(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=Tt,S=Tt,L=Tt,k=Tt;L=w(Rr(e,2,s)),D=w(Rr(e,0,s)),k=w(Xt(e,2,s)),S=w(Xt(e,0,s)),n=w(n-k),T[e+908>>2]=w(Kn(e,2,(u|2|0)==2?L:n,s,s)),r=w(r-S),T[e+912>>2]=w(Kn(e,0,(l|2|0)==2?D:r,h,s))}function fa(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=0,S=Tt,L=Tt;return D=(u|0)==2,((n<=w(0)&D?0:!(r<=w(0)&(l|0)==2))?!((u|0)==1&(l|0)==1):0)?e=0:(S=w(Xt(e,0,s)),L=w(Xt(e,2,s)),D=n>2]=w(Kn(e,2,D?w(0):n,s,s)),n=w(r-S),D=r>2]=w(Kn(e,0,D?w(0):n,h,s)),e=1),e|0}function _f(e,n){return e=e|0,n=n|0,_n(e)|0?e=Uo(2,n)|0:e=0,e|0}function $u(e,n,r){return e=e|0,n=n|0,r=w(r),r=w(Pu(e,n,r)),w(r+w(Mo(e,n)))}function Ds(e,n,r){return e=e|0,n=n|0,r=w(r),r=w(Zu(e,n,r)),w(r+w(v0(e,n)))}function Rr(e,n,r){e=e|0,n=n|0,r=w(r);var u=Tt;return u=w($u(e,n,r)),w(u+w(Ds(e,n,r)))}function r0(e){return e=e|0,t[e+24>>2]|0?e=0:w(nu(e))!=w(0)?e=1:e=w(cu(e))!=w(0),e|0}function nu(e){e=e|0;var n=Tt;if(t[e+944>>2]|0){if(n=w(T[e+44>>2]),Le(n)|0)return n=w(T[e+40>>2]),e=n>w(0)&((Le(n)|0)^1),w(e?n:w(0))}else n=w(0);return w(n)}function cu(e){e=e|0;var n=Tt,r=0,u=Tt;do if(t[e+944>>2]|0){if(n=w(T[e+48>>2]),Le(n)|0){if(r=c[(t[e+976>>2]|0)+2>>0]|0,r<<24>>24==0?(u=w(T[e+40>>2]),u>24?w(1):w(0)}}else n=w(0);while(0);return w(n)}function Ni(e){e=e|0;var n=0,r=0;if(jv(e+400|0,0,540)|0,c[e+985>>0]=1,ys(e),r=Su(e)|0,r|0){n=e+948|0,e=0;do Ni(t[(t[n>>2]|0)+(e<<2)>>2]|0),e=e+1|0;while((e|0)!=(r|0))}}function ni(e,n,r,u,l,s,h,D,S,L){e=e|0,n=n|0,r=w(r),u=u|0,l=w(l),s=w(s),h=w(h),D=D|0,S=S|0,L=L|0;var k=0,I=Tt,K=0,Be=0,Te=Tt,ye=Tt,Ze=0,Ge=Tt,ft=0,Me=Tt,Pe=0,Zt=0,Br=0,In=0,gn=0,_r=0,Pr=0,Ln=0,uu=0,ls=0;uu=m,m=m+16|0,Br=uu+12|0,In=uu+8|0,gn=uu+4|0,_r=uu,Ln=Uo(t[e+4>>2]|0,S)|0,Pe=Hi(Ln)|0,I=w(Rn(Tn(n)|0,Pe?s:h)),Zt=Wu(n,2,s)|0,Pr=Wu(n,0,h)|0;do if(Le(I)|0?0:!(Le(Pe?r:l)|0)){if(k=n+504|0,!(Le(w(T[k>>2]))|0)&&(!(ir(t[n+976>>2]|0,0)|0)||(t[n+500>>2]|0)==(t[2278]|0)))break;T[k>>2]=w(Ru(I,w(Rr(n,Ln,s))))}else K=7;while(0);do if((K|0)==7){if(ft=Pe^1,!(ft|Zt^1)){h=w(Rn(t[n+992>>2]|0,s)),T[n+504>>2]=w(Ru(h,w(Rr(n,2,s))));break}if(!(Pe|Pr^1)){h=w(Rn(t[n+996>>2]|0,h)),T[n+504>>2]=w(Ru(h,w(Rr(n,0,s))));break}T[Br>>2]=w(re),T[In>>2]=w(re),t[gn>>2]=0,t[_r>>2]=0,Ge=w(Xt(n,2,s)),Me=w(Xt(n,0,s)),Zt?(Te=w(Ge+w(Rn(t[n+992>>2]|0,s))),T[Br>>2]=Te,t[gn>>2]=1,Be=1):(Be=0,Te=w(re)),Pr?(I=w(Me+w(Rn(t[n+996>>2]|0,h))),T[In>>2]=I,t[_r>>2]=1,k=1):(k=0,I=w(re)),K=t[e+32>>2]|0,Pe&(K|0)==2?K=2:(Le(Te)|0?!(Le(r)|0):0)&&(T[Br>>2]=r,t[gn>>2]=2,Be=2,Te=r),(((K|0)==2&ft?0:Le(I)|0)?!(Le(l)|0):0)&&(T[In>>2]=l,t[_r>>2]=2,k=2,I=l),ye=w(T[n+396>>2]),Ze=Le(ye)|0;do if(Ze)K=Be;else{if((Be|0)==1&ft){T[In>>2]=w(w(Te-Ge)/ye),t[_r>>2]=1,k=1,K=1;break}Pe&(k|0)==1?(T[Br>>2]=w(ye*w(I-Me)),t[gn>>2]=1,k=1,K=1):K=Be}while(0);ls=Le(r)|0,Be=(eo(e,n)|0)!=4,(Pe|Zt|((u|0)!=1|ls)|(Be|(K|0)==1)?0:(T[Br>>2]=r,t[gn>>2]=1,!Ze))&&(T[In>>2]=w(w(r-Ge)/ye),t[_r>>2]=1,k=1),(Pr|ft|((D|0)!=1|(Le(l)|0))|(Be|(k|0)==1)?0:(T[In>>2]=l,t[_r>>2]=1,!Ze))&&(T[Br>>2]=w(ye*w(l-Me)),t[gn>>2]=1),Fn(n,2,s,s,gn,Br),Fn(n,0,h,s,_r,In),r=w(T[Br>>2]),l=w(T[In>>2]),Kt(n,r,l,S,t[gn>>2]|0,t[_r>>2]|0,s,h,0,3565,L)|0,h=w(T[n+908+(t[976+(Ln<<2)>>2]<<2)>>2]),T[n+504>>2]=w(Ru(h,w(Rr(n,Ln,s))))}while(0);t[n+500>>2]=t[2278],m=uu}function Kn(e,n,r,u,l){return e=e|0,n=n|0,r=w(r),u=w(u),l=w(l),u=w(Jt(e,n,r,u)),w(Ru(u,w(Rr(e,n,l))))}function eo(e,n){return e=e|0,n=n|0,n=n+20|0,n=t[((t[n>>2]|0)==0?e+16|0:n)>>2]|0,((n|0)==5?_n(t[e+4>>2]|0)|0:0)&&(n=1),n|0}function Eo(e,n){return e=e|0,n=n|0,(Hi(n)|0?(t[e+96>>2]|0)!=0:0)?n=4:n=t[1040+(n<<2)>>2]|0,e+60+(n<<3)|0}function Do(e,n){return e=e|0,n=n|0,(Hi(n)|0?(t[e+104>>2]|0)!=0:0)?n=5:n=t[1e3+(n<<2)>>2]|0,e+60+(n<<3)|0}function Fn(e,n,r,u,l,s){switch(e=e|0,n=n|0,r=w(r),u=w(u),l=l|0,s=s|0,r=w(Rn(e+380+(t[976+(n<<2)>>2]<<3)|0,r)),r=w(r+w(Xt(e,n,u))),t[l>>2]|0){case 2:case 1:{l=Le(r)|0,u=w(T[s>>2]),T[s>>2]=l|u>2]=2,T[s>>2]=r);break}default:}}function ae(e,n){return e=e|0,n=n|0,e=e+132|0,(Hi(n)|0?(t[(ht(e,4,948)|0)+4>>2]|0)!=0:0)?e=1:e=(t[(ht(e,t[1040+(n<<2)>>2]|0,948)|0)+4>>2]|0)!=0,e|0}function ie(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0;return e=e+132|0,(Hi(n)|0?(u=ht(e,4,948)|0,(t[u+4>>2]|0)!=0):0)?l=4:(u=ht(e,t[1040+(n<<2)>>2]|0,948)|0,t[u+4>>2]|0?l=4:r=w(0)),(l|0)==4&&(r=w(Rn(u,r))),w(r)}function Fe(e,n,r){e=e|0,n=n|0,r=w(r);var u=Tt;return u=w(T[e+908+(t[976+(n<<2)>>2]<<2)>>2]),u=w(u+w(zi(e,n,r))),w(u+w(Oo(e,n,r)))}function Oe(e){e=e|0;var n=0,r=0,u=0;e:do if(_n(t[e+4>>2]|0)|0)n=0;else if((t[e+16>>2]|0)!=5)if(r=Su(e)|0,!r)n=0;else for(n=0;;){if(u=Ti(e,n)|0,(t[u+24>>2]|0)==0?(t[u+20>>2]|0)==5:0){n=1;break e}if(n=n+1|0,n>>>0>=r>>>0){n=0;break}}else n=1;while(0);return n|0}function st(e,n){e=e|0,n=n|0;var r=Tt;return r=w(T[e+908+(t[976+(n<<2)>>2]<<2)>>2]),r>=w(0)&((Le(r)|0)^1)|0}function yt(e){e=e|0;var n=Tt,r=0,u=0,l=0,s=0,h=0,D=0,S=Tt;if(r=t[e+968>>2]|0,r)S=w(T[e+908>>2]),n=w(T[e+912>>2]),n=w(eS[r&0](e,S,n)),qu(e,(Le(n)|0)^1,3573);else{s=Su(e)|0;do if(s|0){for(r=0,l=0;;){if(u=Ti(e,l)|0,t[u+940>>2]|0){h=8;break}if((t[u+24>>2]|0)!=1)if(D=(eo(e,u)|0)==5,D){r=u;break}else r=(r|0)==0?u:r;if(l=l+1|0,l>>>0>=s>>>0){h=8;break}}if((h|0)==8&&!r)break;return n=w(yt(r)),w(n+w(T[r+404>>2]))}while(0);n=w(T[e+912>>2])}return w(n)}function Jt(e,n,r,u){e=e|0,n=n|0,r=w(r),u=w(u);var l=Tt,s=0;return _n(n)|0?(n=1,s=3):Hi(n)|0?(n=0,s=3):(u=w(re),l=w(re)),(s|0)==3&&(l=w(Rn(e+364+(n<<3)|0,u)),u=w(Rn(e+380+(n<<3)|0,u))),s=u=w(0)&((Le(u)|0)^1)),r=s?u:r,s=l>=w(0)&((Le(l)|0)^1)&r>2]|0,s)|0,Te=_f(Ze,s)|0,ye=Hi(Ze)|0,I=w(Xt(n,2,r)),K=w(Xt(n,0,r)),Wu(n,2,r)|0?D=w(I+w(Rn(t[n+992>>2]|0,r))):(ae(n,2)|0?Bt(n,2)|0:0)?(D=w(T[e+908>>2]),S=w(Mo(e,2)),S=w(D-w(S+w(v0(e,2)))),D=w(ie(n,2,r)),D=w(Kn(n,2,w(S-w(D+w(Fi(n,2,r)))),r,r))):D=w(re),Wu(n,0,l)|0?S=w(K+w(Rn(t[n+996>>2]|0,l))):(ae(n,0)|0?Bt(n,0)|0:0)?(S=w(T[e+912>>2]),ft=w(Mo(e,0)),ft=w(S-w(ft+w(v0(e,0)))),S=w(ie(n,0,l)),S=w(Kn(n,0,w(ft-w(S+w(Fi(n,0,l)))),l,r))):S=w(re),L=Le(D)|0,k=Le(S)|0;do if(L^k?(Be=w(T[n+396>>2]),!(Le(Be)|0)):0)if(L){D=w(I+w(w(S-K)*Be));break}else{ft=w(K+w(w(D-I)/Be)),S=k?ft:S;break}while(0);k=Le(D)|0,L=Le(S)|0,k|L&&(Me=(k^1)&1,u=r>w(0)&((u|0)!=0&k),D=ye?D:u?r:D,Kt(n,D,S,s,ye?Me:u?2:Me,k&(L^1)&1,D,S,0,3623,h)|0,D=w(T[n+908>>2]),D=w(D+w(Xt(n,2,r))),S=w(T[n+912>>2]),S=w(S+w(Xt(n,0,r)))),Kt(n,D,S,s,1,1,D,S,1,3635,h)|0,(Bt(n,Ze)|0?!(ae(n,Ze)|0):0)?(Me=t[976+(Ze<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(ft-w(T[n+908+(Me<<2)>>2])),ft=w(ft-w(v0(e,Ze))),ft=w(ft-w(Oo(n,Ze,r))),ft=w(ft-w(Fi(n,Ze,ye?r:l))),T[n+400+(t[1040+(Ze<<2)>>2]<<2)>>2]=ft):Ge=21;do if((Ge|0)==21){if(ae(n,Ze)|0?0:(t[e+8>>2]|0)==1){Me=t[976+(Ze<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(w(ft-w(T[n+908+(Me<<2)>>2]))*w(.5)),T[n+400+(t[1040+(Ze<<2)>>2]<<2)>>2]=ft;break}(ae(n,Ze)|0?0:(t[e+8>>2]|0)==2)&&(Me=t[976+(Ze<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(ft-w(T[n+908+(Me<<2)>>2])),T[n+400+(t[1040+(Ze<<2)>>2]<<2)>>2]=ft)}while(0);(Bt(n,Te)|0?!(ae(n,Te)|0):0)?(Me=t[976+(Te<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(ft-w(T[n+908+(Me<<2)>>2])),ft=w(ft-w(v0(e,Te))),ft=w(ft-w(Oo(n,Te,r))),ft=w(ft-w(Fi(n,Te,ye?l:r))),T[n+400+(t[1040+(Te<<2)>>2]<<2)>>2]=ft):Ge=30;do if((Ge|0)==30?!(ae(n,Te)|0):0){if((eo(e,n)|0)==2){Me=t[976+(Te<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(w(ft-w(T[n+908+(Me<<2)>>2]))*w(.5)),T[n+400+(t[1040+(Te<<2)>>2]<<2)>>2]=ft;break}Me=(eo(e,n)|0)==3,Me^(t[e+28>>2]|0)==2&&(Me=t[976+(Te<<2)>>2]|0,ft=w(T[e+908+(Me<<2)>>2]),ft=w(ft-w(T[n+908+(Me<<2)>>2])),T[n+400+(t[1040+(Te<<2)>>2]<<2)>>2]=ft)}while(0)}function Sn(e,n,r){e=e|0,n=n|0,r=r|0;var u=Tt,l=0;l=t[976+(r<<2)>>2]|0,u=w(T[n+908+(l<<2)>>2]),u=w(w(T[e+908+(l<<2)>>2])-u),u=w(u-w(T[n+400+(t[1040+(r<<2)>>2]<<2)>>2])),T[n+400+(t[1e3+(r<<2)>>2]<<2)>>2]=u}function _n(e){return e=e|0,(e|1|0)==1|0}function Tn(e){e=e|0;var n=Tt;switch(t[e+56>>2]|0){case 0:case 3:{n=w(T[e+40>>2]),n>w(0)&((Le(n)|0)^1)?e=c[(t[e+976>>2]|0)+2>>0]|0?1056:992:e=1056;break}default:e=e+52|0}return e|0}function ir(e,n){return e=e|0,n=n|0,(c[e+n>>0]|0)!=0|0}function Bt(e,n){return e=e|0,n=n|0,e=e+132|0,(Hi(n)|0?(t[(ht(e,5,948)|0)+4>>2]|0)!=0:0)?e=1:e=(t[(ht(e,t[1e3+(n<<2)>>2]|0,948)|0)+4>>2]|0)!=0,e|0}function Fi(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0;return e=e+132|0,(Hi(n)|0?(u=ht(e,5,948)|0,(t[u+4>>2]|0)!=0):0)?l=4:(u=ht(e,t[1e3+(n<<2)>>2]|0,948)|0,t[u+4>>2]|0?l=4:r=w(0)),(l|0)==4&&(r=w(Rn(u,r))),w(r)}function Ar(e,n,r){return e=e|0,n=n|0,r=w(r),ae(e,n)|0?r=w(ie(e,n,r)):r=w(-w(Fi(e,n,r))),w(r)}function mr(e){return e=w(e),T[q>>2]=e,t[q>>2]|0|0}function Y(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)$n();else{l=pn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function ri(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function ii(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&_t(e)}function Vr(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;if(h=e+4|0,D=t[h>>2]|0,l=D-u|0,s=l>>2,e=n+(s<<2)|0,e>>>0>>0){u=D;do t[u>>2]=t[e>>2],e=e+4|0,u=(t[h>>2]|0)+4|0,t[h>>2]=u;while(e>>>0>>0)}s|0&&ky(D+(0-s<<2)|0,n|0,l|0)|0}function at(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0;return D=n+4|0,S=t[D>>2]|0,l=t[e>>2]|0,h=r,s=h-l|0,u=S+(0-(s>>2)<<2)|0,t[D>>2]=u,(s|0)>0&&gr(u|0,l|0,s|0)|0,l=e+4|0,s=n+8|0,u=(t[l>>2]|0)-h|0,(u|0)>0&&(gr(t[s>>2]|0,r|0,u|0)|0,t[s>>2]=(t[s>>2]|0)+(u>>>2<<2)),h=t[e>>2]|0,t[e>>2]=t[D>>2],t[D>>2]=h,h=t[l>>2]|0,t[l>>2]=t[s>>2],t[s>>2]=h,h=e+8|0,r=n+12|0,e=t[h>>2]|0,t[h>>2]=t[r>>2],t[r>>2]=e,t[n>>2]=t[D>>2],S|0}function Di(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;if(h=t[n>>2]|0,s=t[r>>2]|0,(h|0)!=(s|0)){l=e+8|0,r=((s+-4-h|0)>>>2)+1|0,e=h,u=t[l>>2]|0;do t[u>>2]=t[e>>2],u=(t[l>>2]|0)+4|0,t[l>>2]=u,e=e+4|0;while((e|0)!=(s|0));t[n>>2]=h+(r<<2)}}function ru(){Se()}function wo(){var e=0;return e=pn(4)|0,Un(e),e|0}function Un(e){e=e|0,t[e>>2]=yo()|0}function to(e){e=e|0,e|0&&(i0(e),_t(e))}function i0(e){e=e|0,Zo(t[e>>2]|0)}function m0(e,n,r){e=e|0,n=n|0,r=r|0,Vu(t[e>>2]|0,n,r)}function no(e,n){e=e|0,n=w(n),Ju(t[e>>2]|0,n)}function j0(e,n){return e=e|0,n=n|0,ir(t[e>>2]|0,n)|0}function u0(){var e=0;return e=pn(8)|0,Ua(e,0),e|0}function Ua(e,n){e=e|0,n=n|0,n?n=Yn(t[n>>2]|0)|0:n=cr()|0,t[e>>2]=n,t[e+4>>2]=0,Ba(n,e)}function Ef(e){e=e|0;var n=0;return n=pn(8)|0,Ua(n,e),n|0}function cc(e){e=e|0,e|0&&(ws(e),_t(e))}function ws(e){e=e|0;var n=0;zu(t[e>>2]|0),n=e+4|0,e=t[n>>2]|0,t[n>>2]=0,e|0&&(ca(e),_t(e))}function ca(e){e=e|0,jo(e)}function jo(e){e=e|0,e=t[e>>2]|0,e|0&&qr(e|0)}function dc(e){return e=e|0,Us(e)|0}function ja(e){e=e|0;var n=0,r=0;r=e+4|0,n=t[r>>2]|0,t[r>>2]=0,n|0&&(ca(n),_t(n)),p0(t[e>>2]|0)}function D2(e,n){e=e|0,n=n|0,la(t[e>>2]|0,t[n>>2]|0)}function rd(e,n){e=e|0,n=n|0,Z(t[e>>2]|0,n)}function id(e,n,r){e=e|0,n=n|0,r=+r,dr(t[e>>2]|0,n,w(r))}function y0(e,n,r){e=e|0,n=n|0,r=+r,er(t[e>>2]|0,n,w(r))}function qc(e,n){e=e|0,n=n|0,z(t[e>>2]|0,n)}function Rl(e,n){e=e|0,n=n|0,$(t[e>>2]|0,n)}function ul(e,n){e=e|0,n=n|0,Ee(t[e>>2]|0,n)}function w2(e,n){e=e|0,n=n|0,go(t[e>>2]|0,n)}function Ws(e,n){e=e|0,n=n|0,Je(t[e>>2]|0,n)}function Al(e,n){e=e|0,n=n|0,ji(t[e>>2]|0,n)}function 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pa(e,n){e=e|0,n=+n,gs(t[e>>2]|0,w(n))}function od(e,n){e=e|0,n=+n,b0(t[e>>2]|0,w(n))}function ha(e,n){e=e|0,n=+n,B0(t[e>>2]|0,w(n))}function hc(e,n){e=e|0,n=+n,Qu(t[e>>2]|0,w(n))}function Vc(e,n,r){e=e|0,n=n|0,r=+r,Pt(t[e>>2]|0,n,w(r))}function qi(e,n,r){e=e|0,n=n|0,r=+r,ut(t[e>>2]|0,n,w(r))}function g(e,n,r){e=e|0,n=n|0,r=+r,Dt(t[e>>2]|0,n,w(r))}function y(e){return e=e|0,ke(t[e>>2]|0)|0}function R(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;u=m,m=m+16|0,l=u,Cr(l,t[n>>2]|0,r),F(e,l),m=u}function F(e,n){e=e|0,n=n|0,b(e,t[n+4>>2]|0,+w(T[n>>2]))}function b(e,n,r){e=e|0,n=n|0,r=+r,t[e>>2]=n,B[e+8>>3]=r}function J(e){return e=e|0,G(t[e>>2]|0)|0}function de(e){return e=e|0,Ce(t[e>>2]|0)|0}function gt(e){return e=e|0,Ae(t[e>>2]|0)|0}function xt(e){return e=e|0,js(t[e>>2]|0)|0}function Lt(e){return e=e|0,mt(t[e>>2]|0)|0}function xr(e){return e=e|0,U(t[e>>2]|0)|0}function io(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;u=m,m=m+16|0,l=u,_o(l,t[n>>2]|0,r),F(e,l),m=u}function du(e){return e=e|0,We(t[e>>2]|0)|0}function Ho(e){return e=e|0,Ct(t[e>>2]|0)|0}function Ml(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,Dn(u,t[n>>2]|0),F(e,u),m=r}function uo(e){return e=e|0,+ +w(hf(t[e>>2]|0))}function Ve(e){return e=e|0,+ +w(Bs(t[e>>2]|0))}function ze(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,fu(u,t[n>>2]|0),F(e,u),m=r}function lt(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,Nu(u,t[n>>2]|0),F(e,u),m=r}function $t(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,rl(u,t[n>>2]|0),F(e,u),m=r}function Wn(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,mf(u,t[n>>2]|0),F(e,u),m=r}function si(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,zs(u,t[n>>2]|0),F(e,u),m=r}function ur(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,_s(u,t[n>>2]|0),F(e,u),m=r}function ci(e){return e=e|0,+ +w(Tu(t[e>>2]|0))}function Qi(e,n){return e=e|0,n=n|0,+ +w(un(t[e>>2]|0,n))}function Gr(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;u=m,m=m+16|0,l=u,et(l,t[n>>2]|0,r),F(e,l),m=u}function Cu(e,n,r){e=e|0,n=n|0,r=r|0,ba(t[e>>2]|0,t[n>>2]|0,r)}function Va(e,n){e=e|0,n=n|0,ku(t[e>>2]|0,t[n>>2]|0)}function Ga(e){return e=e|0,Su(t[e>>2]|0)|0}function ld(e){return e=e|0,e=fi(t[e>>2]|0)|0,e?e=dc(e)|0:e=0,e|0}function S2(e,n){return e=e|0,n=n|0,e=Ti(t[e>>2]|0,n)|0,e?e=dc(e)|0:e=0,e|0}function T2(e,n){e=e|0,n=n|0;var r=0,u=0;u=pn(4)|0,Sf(u,n),r=e+4|0,n=t[r>>2]|0,t[r>>2]=u,n|0&&(ca(n),_t(n)),oa(t[e>>2]|0,1)}function Sf(e,n){e=e|0,n=n|0,sl(e,n)}function sd(e,n,r,u,l,s){e=e|0,n=n|0,r=w(r),u=u|0,l=w(l),s=s|0;var h=0,D=0;h=m,m=m+16|0,D=h,hh(D,Us(n)|0,+r,u,+l,s),T[e>>2]=w(+B[D>>3]),T[e+4>>2]=w(+B[D+8>>3]),m=h}function hh(e,n,r,u,l,s){e=e|0,n=n|0,r=+r,u=u|0,l=+l,s=s|0;var h=0,D=0,S=0,L=0,k=0;h=m,m=m+32|0,k=h+8|0,L=h+20|0,S=h,D=h+16|0,B[k>>3]=r,t[L>>2]=u,B[S>>3]=l,t[D>>2]=s,Gc(e,t[n+4>>2]|0,k,L,S,D),m=h}function Gc(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0;h=m,m=m+16|0,D=h,ka(D),n=g0(n)|0,vh(e,n,+B[r>>3],t[u>>2]|0,+B[l>>3],t[s>>2]|0),La(D),m=h}function g0(e){return e=e|0,t[e>>2]|0}function vh(e,n,r,u,l,s){e=e|0,n=n|0,r=+r,u=u|0,l=+l,s=s|0;var h=0;h=_0(mh()|0)|0,r=+kl(r),u=ad(u)|0,l=+kl(l),fd(e,Qr(0,h|0,n|0,+r,u|0,+l,ad(s)|0)|0)}function mh(){var e=0;return c[7608]|0||(Kc(9120),e=7608,t[e>>2]=1,t[e+4>>2]=0),9120}function _0(e){return e=e|0,t[e+8>>2]|0}function kl(e){return e=+e,+ +Ya(e)}function ad(e){return e=e|0,dd(e)|0}function fd(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;l=m,m=m+32|0,r=l,u=n,u&1?(C2(r,0),eu(u|0,r|0)|0,Yc(e,r),Ir(r)):(t[e>>2]=t[n>>2],t[e+4>>2]=t[n+4>>2],t[e+8>>2]=t[n+8>>2],t[e+12>>2]=t[n+12>>2]),m=l}function C2(e,n){e=e|0,n=n|0,cd(e,n),t[e+8>>2]=0,c[e+24>>0]=0}function Yc(e,n){e=e|0,n=n|0,n=n+8|0,t[e>>2]=t[n>>2],t[e+4>>2]=t[n+4>>2],t[e+8>>2]=t[n+8>>2],t[e+12>>2]=t[n+12>>2]}function Ir(e){e=e|0,c[e+24>>0]=0}function cd(e,n){e=e|0,n=n|0,t[e>>2]=n}function dd(e){return e=e|0,e|0}function Ya(e){return e=+e,+e}function Kc(e){e=e|0,ll(e,x2()|0,4)}function x2(){return 1064}function ll(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=bt(n|0,r+1|0)|0}function sl(e,n){e=e|0,n=n|0,n=t[n>>2]|0,t[e>>2]=n,Ri(n|0)}function yh(e){e=e|0;var n=0,r=0;r=e+4|0,n=t[r>>2]|0,t[r>>2]=0,n|0&&(ca(n),_t(n)),oa(t[e>>2]|0,0)}function Tf(e){e=e|0,$r(t[e>>2]|0)}function Xc(e){return e=e|0,$l(t[e>>2]|0)|0}function R2(e,n,r,u){e=e|0,n=+n,r=+r,u=u|0,ti(t[e>>2]|0,w(n),w(r),u)}function gh(e){return e=e|0,+ +w(Ei(t[e>>2]|0))}function al(e){return e=e|0,+ +w(e0(t[e>>2]|0))}function va(e){return e=e|0,+ +w(xo(t[e>>2]|0))}function A2(e){return e=e|0,+ +w(U0(t[e>>2]|0))}function O2(e){return e=e|0,+ +w(sa(t[e>>2]|0))}function vc(e){return e=e|0,+ +w(es(t[e>>2]|0))}function _h(e,n){e=e|0,n=n|0,B[e>>3]=+w(Ei(t[n>>2]|0)),B[e+8>>3]=+w(e0(t[n>>2]|0)),B[e+16>>3]=+w(xo(t[n>>2]|0)),B[e+24>>3]=+w(U0(t[n>>2]|0)),B[e+32>>3]=+w(sa(t[n>>2]|0)),B[e+40>>3]=+w(es(t[n>>2]|0))}function M2(e,n){return e=e|0,n=n|0,+ +w(tu(t[e>>2]|0,n))}function pd(e,n){return e=e|0,n=n|0,+ +w(ei(t[e>>2]|0,n))}function Qc(e,n){return e=e|0,n=n|0,+ +w(h0(t[e>>2]|0,n))}function Jc(){return Ia()|0}function Vs(){k2(),ma(),Zc(),mc(),yc(),hd()}function k2(){IO(11713,4938,1)}function ma(){tO(10448)}function Zc(){I7(10408)}function mc(){u7(10324)}function yc(){EE(10096)}function hd(){Eh(9132)}function Eh(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0,Ze=0,Ge=0,ft=0,Me=0,Pe=0,Zt=0,Br=0,In=0,gn=0,_r=0,Pr=0,Ln=0,uu=0,ls=0,ss=0,as=0,ta=0,r2=0,i2=0,of=0,u2=0,Pc=0,Ic=0,o2=0,l2=0,s2=0,vi=0,lf=0,a2=0,Kf=0,f2=0,c2=0,bc=0,Bc=0,Xf=0,ql=0,Fa=0,Ns=0,sf=0,b1=0,B1=0,Uc=0,U1=0,j1=0,Wl=0,El=0,af=0,vu=0,z1=0,fs=0,Qf=0,cs=0,Jf=0,H1=0,q1=0,Zf=0,Vl=0,ff=0,W1=0,V1=0,G1=0,Sr=0,Bu=0,Dl=0,ds=0,Gl=0,Or=0,Bn=0,cf=0;n=m,m=m+672|0,r=n+656|0,cf=n+648|0,Bn=n+640|0,Or=n+632|0,Gl=n+624|0,ds=n+616|0,Dl=n+608|0,Bu=n+600|0,Sr=n+592|0,G1=n+584|0,V1=n+576|0,W1=n+568|0,ff=n+560|0,Vl=n+552|0,Zf=n+544|0,q1=n+536|0,H1=n+528|0,Jf=n+520|0,cs=n+512|0,Qf=n+504|0,fs=n+496|0,z1=n+488|0,vu=n+480|0,af=n+472|0,El=n+464|0,Wl=n+456|0,j1=n+448|0,U1=n+440|0,Uc=n+432|0,B1=n+424|0,b1=n+416|0,sf=n+408|0,Ns=n+400|0,Fa=n+392|0,ql=n+384|0,Xf=n+376|0,Bc=n+368|0,bc=n+360|0,c2=n+352|0,f2=n+344|0,Kf=n+336|0,a2=n+328|0,lf=n+320|0,vi=n+312|0,s2=n+304|0,l2=n+296|0,o2=n+288|0,Ic=n+280|0,Pc=n+272|0,u2=n+264|0,of=n+256|0,i2=n+248|0,r2=n+240|0,ta=n+232|0,as=n+224|0,ss=n+216|0,ls=n+208|0,uu=n+200|0,Ln=n+192|0,Pr=n+184|0,_r=n+176|0,gn=n+168|0,In=n+160|0,Br=n+152|0,Zt=n+144|0,Pe=n+136|0,Me=n+128|0,ft=n+120|0,Ge=n+112|0,Ze=n+104|0,ye=n+96|0,Te=n+88|0,Be=n+80|0,K=n+72|0,I=n+64|0,k=n+56|0,L=n+48|0,S=n+40|0,D=n+32|0,h=n+24|0,s=n+16|0,l=n+8|0,u=n,Cf(e,3646),$c(e,3651,2)|0,Dh(e,3665,2)|0,am(e,3682,18)|0,t[cf>>2]=19,t[cf+4>>2]=0,t[r>>2]=t[cf>>2],t[r+4>>2]=t[cf+4>>2],Gs(e,3690,r)|0,t[Bn>>2]=1,t[Bn+4>>2]=0,t[r>>2]=t[Bn>>2],t[r+4>>2]=t[Bn+4>>2],ya(e,3696,r)|0,t[Or>>2]=2,t[Or+4>>2]=0,t[r>>2]=t[Or>>2],t[r+4>>2]=t[Or+4>>2],iu(e,3706,r)|0,t[Gl>>2]=1,t[Gl+4>>2]=0,t[r>>2]=t[Gl>>2],t[r+4>>2]=t[Gl+4>>2],ko(e,3722,r)|0,t[ds>>2]=2,t[ds+4>>2]=0,t[r>>2]=t[ds>>2],t[r+4>>2]=t[ds+4>>2],ko(e,3734,r)|0,t[Dl>>2]=3,t[Dl+4>>2]=0,t[r>>2]=t[Dl>>2],t[r+4>>2]=t[Dl+4>>2],iu(e,3753,r)|0,t[Bu>>2]=4,t[Bu+4>>2]=0,t[r>>2]=t[Bu>>2],t[r+4>>2]=t[Bu+4>>2],iu(e,3769,r)|0,t[Sr>>2]=5,t[Sr+4>>2]=0,t[r>>2]=t[Sr>>2],t[r+4>>2]=t[Sr+4>>2],iu(e,3783,r)|0,t[G1>>2]=6,t[G1+4>>2]=0,t[r>>2]=t[G1>>2],t[r+4>>2]=t[G1+4>>2],iu(e,3796,r)|0,t[V1>>2]=7,t[V1+4>>2]=0,t[r>>2]=t[V1>>2],t[r+4>>2]=t[V1+4>>2],iu(e,3813,r)|0,t[W1>>2]=8,t[W1+4>>2]=0,t[r>>2]=t[W1>>2],t[r+4>>2]=t[W1+4>>2],iu(e,3825,r)|0,t[ff>>2]=3,t[ff+4>>2]=0,t[r>>2]=t[ff>>2],t[r+4>>2]=t[ff+4>>2],ko(e,3843,r)|0,t[Vl>>2]=4,t[Vl+4>>2]=0,t[r>>2]=t[Vl>>2],t[r+4>>2]=t[Vl+4>>2],ko(e,3853,r)|0,t[Zf>>2]=9,t[Zf+4>>2]=0,t[r>>2]=t[Zf>>2],t[r+4>>2]=t[Zf+4>>2],iu(e,3870,r)|0,t[q1>>2]=10,t[q1+4>>2]=0,t[r>>2]=t[q1>>2],t[r+4>>2]=t[q1+4>>2],iu(e,3884,r)|0,t[H1>>2]=11,t[H1+4>>2]=0,t[r>>2]=t[H1>>2],t[r+4>>2]=t[H1+4>>2],iu(e,3896,r)|0,t[Jf>>2]=1,t[Jf+4>>2]=0,t[r>>2]=t[Jf>>2],t[r+4>>2]=t[Jf+4>>2],oo(e,3907,r)|0,t[cs>>2]=2,t[cs+4>>2]=0,t[r>>2]=t[cs>>2],t[r+4>>2]=t[cs+4>>2],oo(e,3915,r)|0,t[Qf>>2]=3,t[Qf+4>>2]=0,t[r>>2]=t[Qf>>2],t[r+4>>2]=t[Qf+4>>2],oo(e,3928,r)|0,t[fs>>2]=4,t[fs+4>>2]=0,t[r>>2]=t[fs>>2],t[r+4>>2]=t[fs+4>>2],oo(e,3948,r)|0,t[z1>>2]=5,t[z1+4>>2]=0,t[r>>2]=t[z1>>2],t[r+4>>2]=t[z1+4>>2],oo(e,3960,r)|0,t[vu>>2]=6,t[vu+4>>2]=0,t[r>>2]=t[vu>>2],t[r+4>>2]=t[vu+4>>2],oo(e,3974,r)|0,t[af>>2]=7,t[af+4>>2]=0,t[r>>2]=t[af>>2],t[r+4>>2]=t[af+4>>2],oo(e,3983,r)|0,t[El>>2]=20,t[El+4>>2]=0,t[r>>2]=t[El>>2],t[r+4>>2]=t[El+4>>2],Gs(e,3999,r)|0,t[Wl>>2]=8,t[Wl+4>>2]=0,t[r>>2]=t[Wl>>2],t[r+4>>2]=t[Wl+4>>2],oo(e,4012,r)|0,t[j1>>2]=9,t[j1+4>>2]=0,t[r>>2]=t[j1>>2],t[r+4>>2]=t[j1+4>>2],oo(e,4022,r)|0,t[U1>>2]=21,t[U1+4>>2]=0,t[r>>2]=t[U1>>2],t[r+4>>2]=t[U1+4>>2],Gs(e,4039,r)|0,t[Uc>>2]=10,t[Uc+4>>2]=0,t[r>>2]=t[Uc>>2],t[r+4>>2]=t[Uc+4>>2],oo(e,4053,r)|0,t[B1>>2]=11,t[B1+4>>2]=0,t[r>>2]=t[B1>>2],t[r+4>>2]=t[B1+4>>2],oo(e,4065,r)|0,t[b1>>2]=12,t[b1+4>>2]=0,t[r>>2]=t[b1>>2],t[r+4>>2]=t[b1+4>>2],oo(e,4084,r)|0,t[sf>>2]=13,t[sf+4>>2]=0,t[r>>2]=t[sf>>2],t[r+4>>2]=t[sf+4>>2],oo(e,4097,r)|0,t[Ns>>2]=14,t[Ns+4>>2]=0,t[r>>2]=t[Ns>>2],t[r+4>>2]=t[Ns+4>>2],oo(e,4117,r)|0,t[Fa>>2]=15,t[Fa+4>>2]=0,t[r>>2]=t[Fa>>2],t[r+4>>2]=t[Fa+4>>2],oo(e,4129,r)|0,t[ql>>2]=16,t[ql+4>>2]=0,t[r>>2]=t[ql>>2],t[r+4>>2]=t[ql+4>>2],oo(e,4148,r)|0,t[Xf>>2]=17,t[Xf+4>>2]=0,t[r>>2]=t[Xf>>2],t[r+4>>2]=t[Xf+4>>2],oo(e,4161,r)|0,t[Bc>>2]=18,t[Bc+4>>2]=0,t[r>>2]=t[Bc>>2],t[r+4>>2]=t[Bc+4>>2],oo(e,4181,r)|0,t[bc>>2]=5,t[bc+4>>2]=0,t[r>>2]=t[bc>>2],t[r+4>>2]=t[bc+4>>2],ko(e,4196,r)|0,t[c2>>2]=6,t[c2+4>>2]=0,t[r>>2]=t[c2>>2],t[r+4>>2]=t[c2+4>>2],ko(e,4206,r)|0,t[f2>>2]=7,t[f2+4>>2]=0,t[r>>2]=t[f2>>2],t[r+4>>2]=t[f2+4>>2],ko(e,4217,r)|0,t[Kf>>2]=3,t[Kf+4>>2]=0,t[r>>2]=t[Kf>>2],t[r+4>>2]=t[Kf+4>>2],rs(e,4235,r)|0,t[a2>>2]=1,t[a2+4>>2]=0,t[r>>2]=t[a2>>2],t[r+4>>2]=t[a2+4>>2],Ka(e,4251,r)|0,t[lf>>2]=4,t[lf+4>>2]=0,t[r>>2]=t[lf>>2],t[r+4>>2]=t[lf+4>>2],rs(e,4263,r)|0,t[vi>>2]=5,t[vi+4>>2]=0,t[r>>2]=t[vi>>2],t[r+4>>2]=t[vi+4>>2],rs(e,4279,r)|0,t[s2>>2]=6,t[s2+4>>2]=0,t[r>>2]=t[s2>>2],t[r+4>>2]=t[s2+4>>2],rs(e,4293,r)|0,t[l2>>2]=7,t[l2+4>>2]=0,t[r>>2]=t[l2>>2],t[r+4>>2]=t[l2+4>>2],rs(e,4306,r)|0,t[o2>>2]=8,t[o2+4>>2]=0,t[r>>2]=t[o2>>2],t[r+4>>2]=t[o2+4>>2],rs(e,4323,r)|0,t[Ic>>2]=9,t[Ic+4>>2]=0,t[r>>2]=t[Ic>>2],t[r+4>>2]=t[Ic+4>>2],rs(e,4335,r)|0,t[Pc>>2]=2,t[Pc+4>>2]=0,t[r>>2]=t[Pc>>2],t[r+4>>2]=t[Pc+4>>2],Ka(e,4353,r)|0,t[u2>>2]=12,t[u2+4>>2]=0,t[r>>2]=t[u2>>2],t[r+4>>2]=t[u2+4>>2],o0(e,4363,r)|0,t[of>>2]=1,t[of+4>>2]=0,t[r>>2]=t[of>>2],t[r+4>>2]=t[of+4>>2],fl(e,4376,r)|0,t[i2>>2]=2,t[i2+4>>2]=0,t[r>>2]=t[i2>>2],t[r+4>>2]=t[i2+4>>2],fl(e,4388,r)|0,t[r2>>2]=13,t[r2+4>>2]=0,t[r>>2]=t[r2>>2],t[r+4>>2]=t[r2+4>>2],o0(e,4402,r)|0,t[ta>>2]=14,t[ta+4>>2]=0,t[r>>2]=t[ta>>2],t[r+4>>2]=t[ta+4>>2],o0(e,4411,r)|0,t[as>>2]=15,t[as+4>>2]=0,t[r>>2]=t[as>>2],t[r+4>>2]=t[as+4>>2],o0(e,4421,r)|0,t[ss>>2]=16,t[ss+4>>2]=0,t[r>>2]=t[ss>>2],t[r+4>>2]=t[ss+4>>2],o0(e,4433,r)|0,t[ls>>2]=17,t[ls+4>>2]=0,t[r>>2]=t[ls>>2],t[r+4>>2]=t[ls+4>>2],o0(e,4446,r)|0,t[uu>>2]=18,t[uu+4>>2]=0,t[r>>2]=t[uu>>2],t[r+4>>2]=t[uu+4>>2],o0(e,4458,r)|0,t[Ln>>2]=3,t[Ln+4>>2]=0,t[r>>2]=t[Ln>>2],t[r+4>>2]=t[Ln+4>>2],fl(e,4471,r)|0,t[Pr>>2]=1,t[Pr+4>>2]=0,t[r>>2]=t[Pr>>2],t[r+4>>2]=t[Pr+4>>2],gc(e,4486,r)|0,t[_r>>2]=10,t[_r+4>>2]=0,t[r>>2]=t[_r>>2],t[r+4>>2]=t[_r+4>>2],rs(e,4496,r)|0,t[gn>>2]=11,t[gn+4>>2]=0,t[r>>2]=t[gn>>2],t[r+4>>2]=t[gn+4>>2],rs(e,4508,r)|0,t[In>>2]=3,t[In+4>>2]=0,t[r>>2]=t[In>>2],t[r+4>>2]=t[In+4>>2],Ka(e,4519,r)|0,t[Br>>2]=4,t[Br+4>>2]=0,t[r>>2]=t[Br>>2],t[r+4>>2]=t[Br+4>>2],L2(e,4530,r)|0,t[Zt>>2]=19,t[Zt+4>>2]=0,t[r>>2]=t[Zt>>2],t[r+4>>2]=t[Zt+4>>2],wh(e,4542,r)|0,t[Pe>>2]=12,t[Pe+4>>2]=0,t[r>>2]=t[Pe>>2],t[r+4>>2]=t[Pe+4>>2],xf(e,4554,r)|0,t[Me>>2]=13,t[Me+4>>2]=0,t[r>>2]=t[Me>>2],t[r+4>>2]=t[Me+4>>2],Rf(e,4568,r)|0,t[ft>>2]=2,t[ft+4>>2]=0,t[r>>2]=t[ft>>2],t[r+4>>2]=t[ft+4>>2],e1(e,4578,r)|0,t[Ge>>2]=20,t[Ge+4>>2]=0,t[r>>2]=t[Ge>>2],t[r+4>>2]=t[Ge+4>>2],Ll(e,4587,r)|0,t[Ze>>2]=22,t[Ze+4>>2]=0,t[r>>2]=t[Ze>>2],t[r+4>>2]=t[Ze+4>>2],Gs(e,4602,r)|0,t[ye>>2]=23,t[ye+4>>2]=0,t[r>>2]=t[ye>>2],t[r+4>>2]=t[ye+4>>2],Gs(e,4619,r)|0,t[Te>>2]=14,t[Te+4>>2]=0,t[r>>2]=t[Te>>2],t[r+4>>2]=t[Te+4>>2],t1(e,4629,r)|0,t[Be>>2]=1,t[Be+4>>2]=0,t[r>>2]=t[Be>>2],t[r+4>>2]=t[Be+4>>2],ga(e,4637,r)|0,t[K>>2]=4,t[K+4>>2]=0,t[r>>2]=t[K>>2],t[r+4>>2]=t[K+4>>2],fl(e,4653,r)|0,t[I>>2]=5,t[I+4>>2]=0,t[r>>2]=t[I>>2],t[r+4>>2]=t[I+4>>2],fl(e,4669,r)|0,t[k>>2]=6,t[k+4>>2]=0,t[r>>2]=t[k>>2],t[r+4>>2]=t[k+4>>2],fl(e,4686,r)|0,t[L>>2]=7,t[L+4>>2]=0,t[r>>2]=t[L>>2],t[r+4>>2]=t[L+4>>2],fl(e,4701,r)|0,t[S>>2]=8,t[S+4>>2]=0,t[r>>2]=t[S>>2],t[r+4>>2]=t[S+4>>2],fl(e,4719,r)|0,t[D>>2]=9,t[D+4>>2]=0,t[r>>2]=t[D>>2],t[r+4>>2]=t[D+4>>2],fl(e,4736,r)|0,t[h>>2]=21,t[h+4>>2]=0,t[r>>2]=t[h>>2],t[r+4>>2]=t[h+4>>2],vd(e,4754,r)|0,t[s>>2]=2,t[s+4>>2]=0,t[r>>2]=t[s>>2],t[r+4>>2]=t[s+4>>2],gc(e,4772,r)|0,t[l>>2]=3,t[l+4>>2]=0,t[r>>2]=t[l>>2],t[r+4>>2]=t[l+4>>2],gc(e,4790,r)|0,t[u>>2]=4,t[u+4>>2]=0,t[r>>2]=t[u>>2],t[r+4>>2]=t[u+4>>2],gc(e,4808,r)|0,m=n}function Cf(e,n){e=e|0,n=n|0;var r=0;r=uf()|0,t[e>>2]=r,V0(r,n),e2(t[e>>2]|0)}function $c(e,n,r){return e=e|0,n=n|0,r=r|0,Ot(e,Fr(n)|0,r,0),e|0}function Dh(e,n,r){return e=e|0,n=n|0,r=r|0,d(e,Fr(n)|0,r,0),e|0}function am(e,n,r){return e=e|0,n=n|0,r=r|0,hE(e,Fr(n)|0,r,0),e|0}function Gs(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],oE(e,n,l),m=u,e|0}function ya(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],zl(e,n,l),m=u,e|0}function iu(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],p(e,n,l),m=u,e|0}function ko(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Rv(e,n,l),m=u,e|0}function oo(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ny(e,n,l),m=u,e|0}function rs(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Kd(e,n,l),m=u,e|0}function Ka(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Yd(e,n,l),m=u,e|0}function o0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Lo(e,n,l),m=u,e|0}function fl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Sp(e,n,l),m=u,e|0}function gc(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],bm(e,n,l),m=u,e|0}function L2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],lo(e,n,l),m=u,e|0}function wh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Md(e,n,l),m=u,e|0}function xf(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Am(e,n,l),m=u,e|0}function Rf(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],tp(e,n,l),m=u,e|0}function e1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],y1(e,n,l),m=u,e|0}function Ll(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],$a(e,n,l),m=u,e|0}function t1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],j2(e,n,l),m=u,e|0}function ga(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],P2(e,n,l),m=u,e|0}function vd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],md(e,n,l),m=u,e|0}function md(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Ea(e,r,l,1),m=u}function Fr(e){return e=e|0,e|0}function Ea(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=N2()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=n1(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,yd(s,u)|0,u),m=l}function N2(){var e=0,n=0;if(c[7616]|0||(cl(9136),Vt(24,9136,ve|0)|0,n=7616,t[n>>2]=1,t[n+4>>2]=0),!(sr(9136)|0)){e=9136,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));cl(9136)}return 9136}function n1(e){return e=e|0,0}function yd(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=N2()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Af(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Of(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function wi(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0;h=m,m=m+32|0,K=h+24|0,I=h+20|0,S=h+16|0,k=h+12|0,L=h+8|0,D=h+4|0,Be=h,t[I>>2]=n,t[S>>2]=r,t[k>>2]=u,t[L>>2]=l,t[D>>2]=s,s=e+28|0,t[Be>>2]=t[s>>2],t[K>>2]=t[Be>>2],F2(e+24|0,K,I,k,L,S,D)|0,t[s>>2]=t[t[s>>2]>>2],m=h}function F2(e,n,r,u,l,s,h){return e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0,e=fm(n)|0,n=pn(24)|0,gd(n+4|0,t[r>>2]|0,t[u>>2]|0,t[l>>2]|0,t[s>>2]|0,t[h>>2]|0),t[n>>2]=t[e>>2],t[e>>2]=n,n|0}function fm(e){return e=e|0,t[e>>2]|0}function gd(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=u,t[e+12>>2]=l,t[e+16>>2]=s}function hn(e,n){return e=e|0,n=n|0,n|e|0}function Af(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Of(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=cm(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Mf(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Af(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Sh(e,D),dm(D),m=L;return}}function cm(e){return e=e|0,357913941}function Mf(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Sh(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function dm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function cl(e){e=e|0,q0(e)}function r1(e){e=e|0,qn(e+24|0)}function sr(e){return e=e|0,t[e>>2]|0}function qn(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function q0(e){e=e|0;var n=0;n=yr()|0,jn(e,2,3,n,Vn()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function yr(){return 9228}function Vn(){return 1140}function dl(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=E0(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=_c(n,u)|0,m=r,n|0}function jn(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=u,t[e+12>>2]=l,t[e+16>>2]=s}function E0(e){return e=e|0,(t[(N2()|0)+24>>2]|0)+(e*12|0)|0}function _c(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+48|0,u=l,r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),I1[r&31](u,e),u=l0(u)|0,m=l,u|0}function l0(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Iu(Xa()|0)|0,u?(is(n,u),kf(r,n),Ec(e,r),e=xs(n)|0):e=Dc(e)|0,m=l,e|0}function Xa(){var e=0;return c[7632]|0||(Nf(9184),Vt(25,9184,ve|0)|0,e=7632,t[e>>2]=1,t[e+4>>2]=0),9184}function Iu(e){return e=e|0,t[e+36>>2]|0}function is(e,n){e=e|0,n=n|0,t[e>>2]=n,t[e+4>>2]=e,t[e+8>>2]=0}function kf(e,n){e=e|0,n=n|0,t[e>>2]=t[n>>2],t[e+4>>2]=t[n+4>>2],t[e+8>>2]=0}function Ec(e,n){e=e|0,n=n|0,s0(n,e,e+8|0,e+16|0,e+24|0,e+32|0,e+40|0)|0}function xs(e){return e=e|0,t[(t[e+4>>2]|0)+8>>2]|0}function Dc(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0;S=m,m=m+16|0,r=S+4|0,u=S,l=Ma(8)|0,s=l,h=pn(48)|0,D=h,n=D+48|0;do t[D>>2]=t[e>>2],D=D+4|0,e=e+4|0;while((D|0)<(n|0));return n=s+4|0,t[n>>2]=h,D=pn(8)|0,h=t[n>>2]|0,t[u>>2]=0,t[r>>2]=t[u>>2],Th(D,h,r),t[l>>2]=D,m=S,s|0}function Th(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=pn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1092,t[r+12>>2]=n,t[e+4>>2]=r}function cn(e){e=e|0,Uv(e),_t(e)}function us(e){e=e|0,e=t[e+12>>2]|0,e|0&&_t(e)}function D0(e){e=e|0,_t(e)}function s0(e,n,r,u,l,s,h){return e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0,s=Ji(t[e>>2]|0,n,r,u,l,s,h)|0,h=e+4|0,t[(t[h>>2]|0)+8>>2]=s,t[(t[h>>2]|0)+8>>2]|0}function Ji(e,n,r,u,l,s,h){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0;var D=0,S=0;return D=m,m=m+16|0,S=D,ka(S),e=g0(e)|0,h=Yr(e,+B[n>>3],+B[r>>3],+B[u>>3],+B[l>>3],+B[s>>3],+B[h>>3])|0,La(S),m=D,h|0}function Yr(e,n,r,u,l,s,h){e=e|0,n=+n,r=+r,u=+u,l=+l,s=+s,h=+h;var D=0;return D=_0(Lf()|0)|0,n=+kl(n),r=+kl(r),u=+kl(u),l=+kl(l),s=+kl(s),ho(0,D|0,e|0,+n,+r,+u,+l,+s,+ +kl(h))|0}function Lf(){var e=0;return c[7624]|0||(pm(9172),e=7624,t[e>>2]=1,t[e+4>>2]=0),9172}function pm(e){e=e|0,ll(e,Nl()|0,6)}function Nl(){return 1112}function Nf(e){e=e|0,Qa(e)}function Ff(e){e=e|0,_d(e+24|0),Ed(e+16|0)}function _d(e){e=e|0,i1(e)}function Ed(e){e=e|0,wc(e)}function wc(e){e=e|0;var n=0,r=0;if(n=t[e>>2]|0,n|0)do r=n,n=t[n>>2]|0,_t(r);while((n|0)!=0);t[e>>2]=0}function i1(e){e=e|0;var n=0,r=0;if(n=t[e>>2]|0,n|0)do r=n,n=t[n>>2]|0,_t(r);while((n|0)!=0);t[e>>2]=0}function Qa(e){e=e|0;var n=0;t[e+16>>2]=0,t[e+20>>2]=0,n=e+24|0,t[n>>2]=0,t[e+28>>2]=n,t[e+36>>2]=0,c[e+40>>0]=0,c[e+41>>0]=0}function P2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Dd(e,r,l,0),m=u}function Dd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=u1()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=Pf(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,o1(s,u)|0,u),m=l}function u1(){var e=0,n=0;if(c[7640]|0||(Fl(9232),Vt(26,9232,ve|0)|0,n=7640,t[n>>2]=1,t[n+4>>2]=0),!(sr(9232)|0)){e=9232,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Fl(9232)}return 9232}function Pf(e){return e=e|0,0}function o1(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=u1()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Ja(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(l1(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Ja(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function l1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=I2(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,wd(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Ja(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Sc(e,D),s1(D),m=L;return}}function I2(e){return e=e|0,357913941}function wd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Sc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function s1(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Fl(e){e=e|0,b2(e)}function Da(e){e=e|0,Ch(e+24|0)}function Ch(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function b2(e){e=e|0;var n=0;n=yr()|0,jn(e,2,1,n,B2()|0,3),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function B2(){return 1144}function xh(e,n,r,u,l){e=e|0,n=n|0,r=+r,u=+u,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+16|0,h=s+8|0,D=s,S=Sd(e)|0,e=t[S+4>>2]|0,t[D>>2]=t[S>>2],t[D+4>>2]=e,t[h>>2]=t[D>>2],t[h+4>>2]=t[D+4>>2],Rh(n,h,r,u,l),m=s}function Sd(e){return e=e|0,(t[(u1()|0)+24>>2]|0)+(e*12|0)|0}function Rh(e,n,r,u,l){e=e|0,n=n|0,r=+r,u=+u,l=l|0;var s=0,h=0,D=0,S=0,L=0;L=m,m=m+16|0,h=L+2|0,D=L+1|0,S=L,s=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(s=t[(t[e>>2]|0)+s>>2]|0),Pl(h,r),r=+os(h,r),Pl(D,u),u=+os(D,u),Rs(S,l),S=Ys(S,l)|0,tS[s&1](e,r,u,S),m=L}function Pl(e,n){e=e|0,n=+n}function os(e,n){return e=e|0,n=+n,+ +Ah(n)}function Rs(e,n){e=e|0,n=n|0}function Ys(e,n){return e=e|0,n=n|0,U2(n)|0}function U2(e){return e=e|0,e|0}function Ah(e){return e=+e,+e}function j2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],z2(e,r,l,1),m=u}function z2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=a1()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=f1(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Oh(s,u)|0,u),m=l}function a1(){var e=0,n=0;if(c[7648]|0||(c1(9268),Vt(27,9268,ve|0)|0,n=7648,t[n>>2]=1,t[n+4>>2]=0),!(sr(9268)|0)){e=9268,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));c1(9268)}return 9268}function f1(e){return e=e|0,0}function Oh(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=a1()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],H2(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(q2(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function H2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function q2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=As(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Za(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],H2(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Mh(e,D),pu(D),m=L;return}}function As(e){return e=e|0,357913941}function Za(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Mh(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function pu(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function c1(e){e=e|0,Il(e)}function kh(e){e=e|0,d1(e+24|0)}function d1(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function Il(e){e=e|0;var n=0;n=yr()|0,jn(e,2,4,n,Lh()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Lh(){return 1160}function W2(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=Nh(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=p1(n,u)|0,m=r,n|0}function Nh(e){return e=e|0,(t[(a1()|0)+24>>2]|0)+(e*12|0)|0}function p1(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),bl(Zp[r&31](e)|0)|0}function bl(e){return e=e|0,e&1|0}function $a(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],wa(e,r,l,0),m=u}function wa(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=V2()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=G2(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,hm(s,u)|0,u),m=l}function V2(){var e=0,n=0;if(c[7656]|0||(Ih(9304),Vt(28,9304,ve|0)|0,n=7656,t[n>>2]=1,t[n+4>>2]=0),!(sr(9304)|0)){e=9304,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Ih(9304)}return 9304}function G2(e){return e=e|0,0}function hm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=V2()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Y2(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Fh(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Y2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Fh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Ph(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,K2(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Y2(s,u,r),t[S>>2]=(t[S>>2]|0)+12,vm(e,D),mm(D),m=L;return}}function Ph(e){return e=e|0,357913941}function K2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function vm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function mm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Ih(e){e=e|0,h1(e)}function ym(e){e=e|0,X2(e+24|0)}function X2(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function h1(e){e=e|0;var n=0;n=yr()|0,jn(e,2,5,n,v1()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function v1(){return 1164}function m1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=Sa(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Q2(n,l,r),m=u}function Sa(e){return e=e|0,(t[(V2()|0)+24>>2]|0)+(e*12|0)|0}function Q2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ks(l,r),r=Xs(l,r)|0,I1[u&31](e,r),Qs(l),m=s}function Ks(e,n){e=e|0,n=n|0,J2(e,n)}function Xs(e,n){return e=e|0,n=n|0,e|0}function Qs(e){e=e|0,ca(e)}function J2(e,n){e=e|0,n=n|0,Ta(e,n)}function Ta(e,n){e=e|0,n=n|0,t[e>>2]=n}function y1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Td(e,r,l,0),m=u}function Td(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Tc()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=Z2(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,w0(s,u)|0,u),m=l}function Tc(){var e=0,n=0;if(c[7664]|0||(Hh(9340),Vt(29,9340,ve|0)|0,n=7664,t[n>>2]=1,t[n+4>>2]=0),!(sr(9340)|0)){e=9340,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Hh(9340)}return 9340}function Z2(e){return e=e|0,0}function w0(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Tc()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],bh(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Bh(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function bh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Bh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Uh(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,jh(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],bh(s,u,r),t[S>>2]=(t[S>>2]|0)+12,gm(e,D),zh(D),m=L;return}}function Uh(e){return e=e|0,357913941}function jh(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function gm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function zh(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Hh(e){e=e|0,qh(e)}function g1(e){e=e|0,$2(e+24|0)}function $2(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function qh(e){e=e|0;var n=0;n=yr()|0,jn(e,2,4,n,ep()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function ep(){return 1180}function Wh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=_m(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=Em(n,l,r)|0,m=u,r|0}function _m(e){return e=e|0,(t[(Tc()|0)+24>>2]|0)+(e*12|0)|0}function Em(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),If(l,r),l=bf(l,r)|0,l=Cd(tD[u&15](e,l)|0)|0,m=s,l|0}function If(e,n){e=e|0,n=n|0}function bf(e,n){return e=e|0,n=n|0,Dm(n)|0}function Cd(e){return e=e|0,e|0}function Dm(e){return e=e|0,e|0}function tp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],xd(e,r,l,0),m=u}function xd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=np()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=Vh(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,rp(s,u)|0,u),m=l}function np(){var e=0,n=0;if(c[7672]|0||(Kh(9376),Vt(30,9376,ve|0)|0,n=7672,t[n>>2]=1,t[n+4>>2]=0),!(sr(9376)|0)){e=9376,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Kh(9376)}return 9376}function Vh(e){return e=e|0,0}function rp(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=np()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Gh(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Yh(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Gh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Yh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=ip(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,wm(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Gh(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Sm(e,D),Tm(D),m=L;return}}function ip(e){return e=e|0,357913941}function wm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Sm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Tm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Kh(e){e=e|0,up(e)}function _1(e){e=e|0,Cm(e+24|0)}function Cm(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function up(e){e=e|0;var n=0;n=yr()|0,jn(e,2,5,n,op()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function op(){return 1196}function xm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=Rm(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Xh(n,u)|0,m=r,n|0}function Rm(e){return e=e|0,(t[(np()|0)+24>>2]|0)+(e*12|0)|0}function Xh(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),Cd(Zp[r&31](e)|0)|0}function Am(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Om(e,r,l,1),m=u}function Om(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=lp()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=sp(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Ca(s,u)|0,u),m=l}function lp(){var e=0,n=0;if(c[7680]|0||(fp(9412),Vt(31,9412,ve|0)|0,n=7680,t[n>>2]=1,t[n+4>>2]=0),!(sr(9412)|0)){e=9412,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));fp(9412)}return 9412}function sp(e){return e=e|0,0}function Ca(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=lp()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],E1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(ap(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function E1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function ap(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Qh(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Rd(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],E1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,D1(e,D),Jh(D),m=L;return}}function Qh(e){return e=e|0,357913941}function Rd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function D1(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Jh(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function fp(e){e=e|0,$h(e)}function Zh(e){e=e|0,cp(e+24|0)}function cp(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function $h(e){e=e|0;var n=0;n=yr()|0,jn(e,2,6,n,ev()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function ev(){return 1200}function dp(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=Ad(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Od(n,u)|0,m=r,n|0}function Ad(e){return e=e|0,(t[(lp()|0)+24>>2]|0)+(e*12|0)|0}function Od(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),qo(Zp[r&31](e)|0)|0}function qo(e){return e=e|0,e|0}function Md(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],xa(e,r,l,0),m=u}function xa(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=ef()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=kd(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Ld(s,u)|0,u),m=l}function ef(){var e=0,n=0;if(c[7688]|0||(vp(9448),Vt(32,9448,ve|0)|0,n=7688,t[n>>2]=1,t[n+4>>2]=0),!(sr(9448)|0)){e=9448,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));vp(9448)}return 9448}function kd(e){return e=e|0,0}function Ld(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=ef()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],pp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Nd(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function pp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Nd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=tv(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Mm(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],pp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,nv(e,D),hp(D),m=L;return}}function tv(e){return e=e|0,357913941}function Mm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function nv(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function hp(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function vp(e){e=e|0,Lm(e)}function mp(e){e=e|0,km(e+24|0)}function km(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function Lm(e){e=e|0;var n=0;n=yr()|0,jn(e,2,6,n,S0()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function S0(){return 1204}function Fd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=Nm(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],pl(n,l,r),m=u}function Nm(e){return e=e|0,(t[(ef()|0)+24>>2]|0)+(e*12|0)|0}function pl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),tr(l,r),l=Js(l,r)|0,I1[u&31](e,l),m=s}function tr(e,n){e=e|0,n=n|0}function Js(e,n){return e=e|0,n=n|0,hl(n)|0}function hl(e){return e=e|0,e|0}function lo(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],rv(e,r,l,0),m=u}function rv(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Zs()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=yp(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Fm(s,u)|0,u),m=l}function Zs(){var e=0,n=0;if(c[7696]|0||(Ep(9484),Vt(33,9484,ve|0)|0,n=7696,t[n>>2]=1,t[n+4>>2]=0),!(sr(9484)|0)){e=9484,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Ep(9484)}return 9484}function yp(e){return e=e|0,0}function Fm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Zs()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],iv(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(gp(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function iv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function gp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Pm(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,_p(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],iv(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Cc(e,D),Ra(D),m=L;return}}function Pm(e){return e=e|0,357913941}function _p(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Cc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Ra(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Ep(e){e=e|0,Yu(e)}function Pd(e){e=e|0,bu(e+24|0)}function bu(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function Yu(e){e=e|0;var n=0;n=yr()|0,jn(e,2,1,n,Dp()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Dp(){return 1212}function wp(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=uv(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],Im(n,s,r,u),m=l}function uv(e){return e=e|0,(t[(Zs()|0)+24>>2]|0)+(e*12|0)|0}function Im(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),tr(s,r),s=Js(s,r)|0,If(h,u),h=bf(h,u)|0,Fy[l&15](e,s,h),m=D}function bm(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Bm(e,r,l,1),m=u}function Bm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Id()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=ov(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,xc(s,u)|0,u),m=l}function Id(){var e=0,n=0;if(c[7704]|0||(lv(9520),Vt(34,9520,ve|0)|0,n=7704,t[n>>2]=1,t[n+4>>2]=0),!(sr(9520)|0)){e=9520,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));lv(9520)}return 9520}function ov(e){return e=e|0,0}function xc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Id()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],w1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Um(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function w1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Um(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=bd(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,S1(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],w1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Bl(e,D),Aa(D),m=L;return}}function bd(e){return e=e|0,357913941}function S1(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Bl(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Aa(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function lv(e){e=e|0,av(e)}function jm(e){e=e|0,sv(e+24|0)}function sv(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function av(e){e=e|0;var n=0;n=yr()|0,jn(e,2,1,n,zm()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function zm(){return 1224}function fv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;return l=m,m=m+16|0,s=l+8|0,h=l,D=Oa(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],u=+Mr(n,s,r),m=l,+u}function Oa(e){return e=e|0,(t[(Id()|0)+24>>2]|0)+(e*12|0)|0}function Mr(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Rs(l,r),l=Ys(l,r)|0,h=+Ya(+rS[u&7](e,l)),m=s,+h}function Sp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],vl(e,r,l,1),m=u}function vl(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=gu()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=T1(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Ui(s,u)|0,u),m=l}function gu(){var e=0,n=0;if(c[7712]|0||(Cp(9556),Vt(35,9556,ve|0)|0,n=7712,t[n>>2]=1,t[n+4>>2]=0),!(sr(9556)|0)){e=9556,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Cp(9556)}return 9556}function T1(e){return e=e|0,0}function Ui(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=gu()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Tp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Bd(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Tp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Bd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=T0(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Os(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Tp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Bf(e,D),Ud(D),m=L;return}}function T0(e){return e=e|0,357913941}function Os(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Bf(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Ud(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Cp(e){e=e|0,xp(e)}function C1(e){e=e|0,x1(e+24|0)}function x1(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function xp(e){e=e|0;var n=0;n=yr()|0,jn(e,2,5,n,nr()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function nr(){return 1232}function ml(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=Gn(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=+Wo(n,l),m=u,+r}function Gn(e){return e=e|0,(t[(gu()|0)+24>>2]|0)+(e*12|0)|0}function Wo(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),+ +Ya(+nS[r&15](e))}function Lo(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],jd(e,r,l,1),m=u}function jd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Ul()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=R1(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Rc(s,u)|0,u),m=l}function Ul(){var e=0,n=0;if(c[7720]|0||(qd(9592),Vt(36,9592,ve|0)|0,n=7720,t[n>>2]=1,t[n+4>>2]=0),!(sr(9592)|0)){e=9592,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));qd(9592)}return 9592}function R1(e){return e=e|0,0}function Rc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Ul()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Ac(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(zd(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Ac(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function zd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Rp(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,No(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Ac(s,u,r),t[S>>2]=(t[S>>2]|0)+12,dn(e,D),Hd(D),m=L;return}}function Rp(e){return e=e|0,357913941}function No(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function dn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Hd(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function qd(e){e=e|0,kc(e)}function Oc(e){e=e|0,Mc(e+24|0)}function Mc(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function kc(e){e=e|0;var n=0;n=yr()|0,jn(e,2,7,n,A1()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function A1(){return 1276}function Ap(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=tf(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Hm(n,u)|0,m=r,n|0}function tf(e){return e=e|0,(t[(Ul()|0)+24>>2]|0)+(e*12|0)|0}function Hm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+16|0,u=l,r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),I1[r&31](u,e),u=Lc(u)|0,m=l,u|0}function Lc(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Iu(Wd()|0)|0,u?(is(n,u),kf(r,n),cv(e,r),e=xs(n)|0):e=O1(e)|0,m=l,e|0}function Wd(){var e=0;return c[7736]|0||(W0(9640),Vt(25,9640,ve|0)|0,e=7736,t[e>>2]=1,t[e+4>>2]=0),9640}function cv(e,n){e=e|0,n=n|0,Nc(n,e,e+8|0)|0}function O1(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Ma(8)|0,n=u,D=pn(16)|0,t[D>>2]=t[e>>2],t[D+4>>2]=t[e+4>>2],t[D+8>>2]=t[e+8>>2],t[D+12>>2]=t[e+12>>2],s=n+4|0,t[s>>2]=D,e=pn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],Uf(e,s,l),t[u>>2]=e,m=r,n|0}function Uf(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=pn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1244,t[r+12>>2]=n,t[e+4>>2]=r}function jf(e){e=e|0,Uv(e),_t(e)}function M1(e){e=e|0,e=t[e+12>>2]|0,e|0&&_t(e)}function jl(e){e=e|0,_t(e)}function Nc(e,n,r){return e=e|0,n=n|0,r=r|0,n=zf(t[e>>2]|0,n,r)|0,r=e+4|0,t[(t[r>>2]|0)+8>>2]=n,t[(t[r>>2]|0)+8>>2]|0}function zf(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;return u=m,m=m+16|0,l=u,ka(l),e=g0(e)|0,r=qm(e,t[n>>2]|0,+B[r>>3])|0,La(l),m=u,r|0}function qm(e,n,r){e=e|0,n=n|0,r=+r;var u=0;return u=_0(yl()|0)|0,n=ad(n)|0,Hr(0,u|0,e|0,n|0,+ +kl(r))|0}function yl(){var e=0;return c[7728]|0||(Vd(9628),e=7728,t[e>>2]=1,t[e+4>>2]=0),9628}function Vd(e){e=e|0,ll(e,Gd()|0,2)}function Gd(){return 1264}function W0(e){e=e|0,Qa(e)}function Yd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Wm(e,r,l,1),m=u}function Wm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=k1()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=Vm(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Gm(s,u)|0,u),m=l}function k1(){var e=0,n=0;if(c[7744]|0||(hv(9684),Vt(37,9684,ve|0)|0,n=7744,t[n>>2]=1,t[n+4>>2]=0),!(sr(9684)|0)){e=9684,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));hv(9684)}return 9684}function Vm(e){return e=e|0,0}function Gm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=k1()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],dv(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Ym(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function dv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Ym(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=pv(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Km(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],dv(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Xm(e,D),Qm(D),m=L;return}}function pv(e){return e=e|0,357913941}function Km(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Xm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Qm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function hv(e){e=e|0,Zm(e)}function Jm(e){e=e|0,Op(e+24|0)}function Op(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function Zm(e){e=e|0;var n=0;n=yr()|0,jn(e,2,5,n,Hf()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Hf(){return 1280}function vv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=mv(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=yv(n,l,r)|0,m=u,r|0}function mv(e){return e=e|0,(t[(k1()|0)+24>>2]|0)+(e*12|0)|0}function yv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return h=m,m=m+32|0,l=h,s=h+16|0,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Rs(s,r),s=Ys(s,r)|0,Fy[u&15](l,e,s),s=Lc(l)|0,m=h,s|0}function Kd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Xd(e,r,l,1),m=u}function Xd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Mp()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=gv(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Qd(s,u)|0,u),m=l}function Mp(){var e=0,n=0;if(c[7752]|0||(Sv(9720),Vt(38,9720,ve|0)|0,n=7752,t[n>>2]=1,t[n+4>>2]=0),!(sr(9720)|0)){e=9720,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Sv(9720)}return 9720}function gv(e){return e=e|0,0}function Qd(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Mp()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],_v(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Ev(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function _v(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Ev(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=kp(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Dv(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],_v(s,u,r),t[S>>2]=(t[S>>2]|0)+12,wv(e,D),$m(D),m=L;return}}function kp(e){return e=e|0,357913941}function Dv(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function wv(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function $m(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Sv(e){e=e|0,Tv(e)}function ey(e){e=e|0,Jd(e+24|0)}function Jd(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function Tv(e){e=e|0;var n=0;n=yr()|0,jn(e,2,8,n,Lp()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Lp(){return 1288}function ty(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=so(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Np(n,u)|0,m=r,n|0}function so(e){return e=e|0,(t[(Mp()|0)+24>>2]|0)+(e*12|0)|0}function Np(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),dd(Zp[r&31](e)|0)|0}function ny(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ry(e,r,l,0),m=u}function ry(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Fp()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=nf(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Pp(s,u)|0,u),m=l}function Fp(){var e=0,n=0;if(c[7760]|0||(Bp(9756),Vt(39,9756,ve|0)|0,n=7760,t[n>>2]=1,t[n+4>>2]=0),!(sr(9756)|0)){e=9756,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Bp(9756)}return 9756}function nf(e){return e=e|0,0}function Pp(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Fp()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Ip(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(bp(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Ip(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function bp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=iy(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,uy(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Ip(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Cv(e,D),qf(D),m=L;return}}function iy(e){return e=e|0,357913941}function uy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Cv(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function qf(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Bp(e){e=e|0,ly(e)}function xv(e){e=e|0,oy(e+24|0)}function oy(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function ly(e){e=e|0;var n=0;n=yr()|0,jn(e,2,8,n,Up()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Up(){return 1292}function jp(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=sy(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ay(n,l,r),m=u}function sy(e){return e=e|0,(t[(Fp()|0)+24>>2]|0)+(e*12|0)|0}function ay(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Pl(l,r),r=+os(l,r),$8[u&31](e,r),m=s}function Rv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],zp(e,r,l,0),m=u}function zp(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Hp()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=Zd(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,fy(s,u)|0,u),m=l}function Hp(){var e=0,n=0;if(c[7768]|0||(qp(9792),Vt(40,9792,ve|0)|0,n=7768,t[n>>2]=1,t[n+4>>2]=0),!(sr(9792)|0)){e=9792,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));qp(9792)}return 9792}function Zd(e){return e=e|0,0}function fy(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Hp()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],L1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(cy(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function L1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function cy(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Av(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Ov(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],L1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,dy(e,D),Wf(D),m=L;return}}function Av(e){return e=e|0,357913941}function Ov(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function dy(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Wf(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function qp(e){e=e|0,hy(e)}function Mv(e){e=e|0,py(e+24|0)}function py(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function hy(e){e=e|0;var n=0;n=yr()|0,jn(e,2,1,n,Wp()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Wp(){return 1300}function vy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=+u;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=$s(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],my(n,s,r,u),m=l}function $s(e){return e=e|0,(t[(Hp()|0)+24>>2]|0)+(e*12|0)|0}function my(e,n,r,u){e=e|0,n=n|0,r=r|0,u=+u;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),Rs(s,r),s=Ys(s,r)|0,Pl(h,u),u=+os(h,u),lS[l&15](e,s,u),m=D}function p(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],v(e,r,l,0),m=u}function v(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=x()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=P(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,W(s,u)|0,u),m=l}function x(){var e=0,n=0;if(c[7776]|0||(At(9828),Vt(41,9828,ve|0)|0,n=7776,t[n>>2]=1,t[n+4>>2]=0),!(sr(9828)|0)){e=9828,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));At(9828)}return 9828}function P(e){return e=e|0,0}function W(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=x()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],ee(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(he(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function ee(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function he(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=De(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,be(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],ee(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Et(e,D),St(D),m=L;return}}function De(e){return e=e|0,357913941}function be(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Et(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function St(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function At(e){e=e|0,rr(e)}function on(e){e=e|0,kn(e+24|0)}function kn(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function rr(e){e=e|0;var n=0;n=yr()|0,jn(e,2,7,n,br()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function br(){return 1312}function ar(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=ui(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],di(n,l,r),m=u}function ui(e){return e=e|0,(t[(x()|0)+24>>2]|0)+(e*12|0)|0}function di(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Rs(l,r),l=Ys(l,r)|0,I1[u&31](e,l),m=s}function zl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Zi(e,r,l,0),m=u}function Zi(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=a0()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=ao(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,Ms(s,u)|0,u),m=l}function a0(){var e=0,n=0;if(c[7784]|0||(n_(9864),Vt(42,9864,ve|0)|0,n=7784,t[n>>2]=1,t[n+4>>2]=0),!(sr(9864)|0)){e=9864,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));n_(9864)}return 9864}function ao(e){return e=e|0,0}function Ms(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=a0()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],C0(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(kv(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function C0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function kv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Z4(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,yy(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],C0(s,u,r),t[S>>2]=(t[S>>2]|0)+12,gy(e,D),rf(D),m=L;return}}function Z4(e){return e=e|0,357913941}function yy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function gy(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function rf(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function n_(e){e=e|0,tE(e)}function $4(e){e=e|0,eE(e+24|0)}function eE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function tE(e){e=e|0;var n=0;n=yr()|0,jn(e,2,8,n,nE()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function nE(){return 1320}function _y(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=rE(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],iE(n,l,r),m=u}function rE(e){return e=e|0,(t[(a0()|0)+24>>2]|0)+(e*12|0)|0}function iE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ey(l,r),l=r_(l,r)|0,I1[u&31](e,l),m=s}function Ey(e,n){e=e|0,n=n|0}function r_(e,n){return e=e|0,n=n|0,uE(n)|0}function uE(e){return e=e|0,e|0}function oE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],i_(e,r,l,0),m=u}function i_(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Vf()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=u_(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,lE(s,u)|0,u),m=l}function Vf(){var e=0,n=0;if(c[7792]|0||(Sy(9900),Vt(43,9900,ve|0)|0,n=7792,t[n>>2]=1,t[n+4>>2]=0),!(sr(9900)|0)){e=9900,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Sy(9900)}return 9900}function u_(e){return e=e|0,0}function lE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=Vf()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Vp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(sE(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function Vp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function sE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Lv(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,Dy(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Vp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,wy(e,D),aE(D),m=L;return}}function Lv(e){return e=e|0,357913941}function Dy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function wy(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function aE(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function Sy(e){e=e|0,o_(e)}function fE(e){e=e|0,cE(e+24|0)}function cE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function o_(e){e=e|0;var n=0;n=yr()|0,jn(e,2,22,n,dE()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function dE(){return 1344}function pE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;r=m,m=m+16|0,u=r+8|0,l=r,s=l_(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],Nv(n,u),m=r}function l_(e){return e=e|0,(t[(Vf()|0)+24>>2]|0)+(e*12|0)|0}function Nv(e,n){e=e|0,n=n|0;var r=0;r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),P1[r&127](e)}function hE(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=Ty()|0,e=vE(r)|0,wi(s,n,l,e,mE(r,u)|0,u)}function Ty(){var e=0,n=0;if(c[7800]|0||(xy(9936),Vt(44,9936,ve|0)|0,n=7800,t[n>>2]=1,t[n+4>>2]=0),!(sr(9936)|0)){e=9936,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));xy(9936)}return 9936}function vE(e){return e=e|0,e|0}function mE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=Ty()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(Cy(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(s_(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function Cy(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function s_(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=a_(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,f_(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,Cy(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,c_(e,l),d_(l),m=D;return}}function a_(e){return e=e|0,536870911}function f_(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function c_(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function d_(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function xy(e){e=e|0,h_(e)}function p_(e){e=e|0,yE(e+24|0)}function yE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function h_(e){e=e|0;var n=0;n=yr()|0,jn(e,1,23,n,S0()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function gE(e,n){e=e|0,n=n|0,f(t[(_E(e)|0)>>2]|0,n)}function _E(e){return e=e|0,(t[(Ty()|0)+24>>2]|0)+(e<<3)|0}function f(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,tr(u,n),n=Js(u,n)|0,P1[e&127](n),m=r}function d(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=E()|0,e=C(r)|0,wi(s,n,l,e,A(r,u)|0,u)}function E(){var e=0,n=0;if(c[7808]|0||(vt(9972),Vt(45,9972,ve|0)|0,n=7808,t[n>>2]=1,t[n+4>>2]=0),!(sr(9972)|0)){e=9972,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));vt(9972)}return 9972}function C(e){return e=e|0,e|0}function A(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=E()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(j(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(V(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function j(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function V(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=te(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,se(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,j(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,Ue(e,l),Qe(l),m=D;return}}function te(e){return e=e|0,536870911}function se(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function Ue(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Qe(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function vt(e){e=e|0,Ht(e)}function Nt(e){e=e|0,Yt(e+24|0)}function Yt(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function Ht(e){e=e|0;var n=0;n=yr()|0,jn(e,1,9,n,yn()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function yn(){return 1348}function kr(e,n){return e=e|0,n=n|0,Oi(t[(oi(e)|0)>>2]|0,n)|0}function oi(e){return e=e|0,(t[(E()|0)+24>>2]|0)+(e<<3)|0}function Oi(e,n){e=e|0,n=n|0;var r=0,u=0;return r=m,m=m+16|0,u=r,Fo(u,n),n=$i(u,n)|0,n=Cd(Zp[e&31](n)|0)|0,m=r,n|0}function Fo(e,n){e=e|0,n=n|0}function $i(e,n){return e=e|0,n=n|0,ot(n)|0}function ot(e){return e=e|0,e|0}function Ot(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=$e()|0,e=Ut(r)|0,wi(s,n,l,e,Pn(r,u)|0,u)}function $e(){var e=0,n=0;if(c[7816]|0||(Kr(10008),Vt(46,10008,ve|0)|0,n=7816,t[n>>2]=1,t[n+4>>2]=0),!(sr(10008)|0)){e=10008,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Kr(10008)}return 10008}function Ut(e){return e=e|0,e|0}function Pn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=$e()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(vn(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(Wi(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function vn(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function Wi(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=pi(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,Ku(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,vn(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,hr(e,l),hu(l),m=D;return}}function pi(e){return e=e|0,536870911}function Ku(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function hr(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function hu(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function Kr(e){e=e|0,Vo(e)}function xu(e){e=e|0,So(e+24|0)}function So(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function Vo(e){e=e|0;var n=0;n=yr()|0,jn(e,1,15,n,op()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function ks(e){return e=e|0,gl(t[(Xu(e)|0)>>2]|0)|0}function Xu(e){return e=e|0,(t[($e()|0)+24>>2]|0)+(e<<3)|0}function gl(e){return e=e|0,Cd(k_[e&7]()|0)|0}function uf(){var e=0;return c[7832]|0||(m_(10052),Vt(25,10052,ve|0)|0,e=7832,t[e>>2]=1,t[e+4>>2]=0),10052}function V0(e,n){e=e|0,n=n|0,t[e>>2]=Ls()|0,t[e+4>>2]=$d()|0,t[e+12>>2]=n,t[e+8>>2]=Gf()|0,t[e+32>>2]=2}function Ls(){return 11709}function $d(){return 1188}function Gf(){return N1()|0}function Fc(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,(Hl(u,896)|0)==512?r|0&&(G0(r),_t(r)):n|0&&(ws(n),_t(n))}function Hl(e,n){return e=e|0,n=n|0,n&e|0}function G0(e){e=e|0,e=t[e+4>>2]|0,e|0&&t2(e)}function N1(){var e=0;return c[7824]|0||(t[2511]=v_()|0,t[2512]=0,e=7824,t[e>>2]=1,t[e+4>>2]=0),10044}function v_(){return 0}function m_(e){e=e|0,Qa(e)}function EE(e){e=e|0;var n=0,r=0,u=0,l=0,s=0;n=m,m=m+32|0,r=n+24|0,s=n+16|0,l=n+8|0,u=n,y_(e,4827),DE(e,4834,3)|0,wE(e,3682,47)|0,t[s>>2]=9,t[s+4>>2]=0,t[r>>2]=t[s>>2],t[r+4>>2]=t[s+4>>2],Ry(e,4841,r)|0,t[l>>2]=1,t[l+4>>2]=0,t[r>>2]=t[l>>2],t[r+4>>2]=t[l+4>>2],g_(e,4871,r)|0,t[u>>2]=10,t[u+4>>2]=0,t[r>>2]=t[u>>2],t[r+4>>2]=t[u+4>>2],SE(e,4891,r)|0,m=n}function y_(e,n){e=e|0,n=n|0;var r=0;r=JA()|0,t[e>>2]=r,ZA(r,n),e2(t[e>>2]|0)}function DE(e,n,r){return e=e|0,n=n|0,r=r|0,PA(e,Fr(n)|0,r,0),e|0}function wE(e,n,r){return e=e|0,n=n|0,r=r|0,EA(e,Fr(n)|0,r,0),e|0}function Ry(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],tA(e,n,l),m=u,e|0}function g_(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],IR(e,n,l),m=u,e|0}function SE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],TE(e,n,l),m=u,e|0}function TE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],CE(e,r,l,1),m=u}function CE(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=xE()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=wR(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,SR(s,u)|0,u),m=l}function xE(){var e=0,n=0;if(c[7840]|0||(I3(10100),Vt(48,10100,ve|0)|0,n=7840,t[n>>2]=1,t[n+4>>2]=0),!(sr(10100)|0)){e=10100,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));I3(10100)}return 10100}function wR(e){return e=e|0,0}function SR(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=xE()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],P3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(TR(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function P3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function TR(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=CR(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,xR(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],P3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,RR(e,D),AR(D),m=L;return}}function CR(e){return e=e|0,357913941}function xR(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function RR(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function AR(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function I3(e){e=e|0,kR(e)}function OR(e){e=e|0,MR(e+24|0)}function MR(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function kR(e){e=e|0;var n=0;n=yr()|0,jn(e,2,6,n,LR()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function LR(){return 1364}function NR(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=FR(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=PR(n,l,r)|0,m=u,r|0}function FR(e){return e=e|0,(t[(xE()|0)+24>>2]|0)+(e*12|0)|0}function PR(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Rs(l,r),l=Ys(l,r)|0,l=bl(tD[u&15](e,l)|0)|0,m=s,l|0}function IR(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],bR(e,r,l,0),m=u}function bR(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=RE()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=BR(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,UR(s,u)|0,u),m=l}function RE(){var e=0,n=0;if(c[7848]|0||(B3(10136),Vt(49,10136,ve|0)|0,n=7848,t[n>>2]=1,t[n+4>>2]=0),!(sr(10136)|0)){e=10136,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));B3(10136)}return 10136}function BR(e){return e=e|0,0}function UR(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=RE()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],b3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(jR(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function b3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function jR(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=zR(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,HR(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],b3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,qR(e,D),WR(D),m=L;return}}function zR(e){return e=e|0,357913941}function HR(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function qR(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function WR(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function B3(e){e=e|0,YR(e)}function VR(e){e=e|0,GR(e+24|0)}function GR(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function YR(e){e=e|0;var n=0;n=yr()|0,jn(e,2,9,n,KR()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function KR(){return 1372}function XR(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=QR(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],JR(n,l,r),m=u}function QR(e){return e=e|0,(t[(RE()|0)+24>>2]|0)+(e*12|0)|0}function JR(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=Tt;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),ZR(l,r),h=w($R(l,r)),Z8[u&1](e,h),m=s}function ZR(e,n){e=e|0,n=+n}function $R(e,n){return e=e|0,n=+n,w(eA(n))}function eA(e){return e=+e,w(e)}function tA(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Fr(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],nA(e,r,l,0),m=u}function nA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,L=0,k=0;l=m,m=m+32|0,s=l+16|0,k=l+8|0,D=l,L=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=AE()|0,t[k>>2]=L,t[k+4>>2]=S,t[s>>2]=t[k>>2],t[s+4>>2]=t[k+4>>2],r=rA(s)|0,t[D>>2]=L,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],wi(h,n,e,r,iA(s,u)|0,u),m=l}function AE(){var e=0,n=0;if(c[7856]|0||(j3(10172),Vt(50,10172,ve|0)|0,n=7856,t[n>>2]=1,t[n+4>>2]=0),!(sr(10172)|0)){e=10172,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));j3(10172)}return 10172}function rA(e){return e=e|0,0}function iA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0;return k=m,m=m+32|0,l=k+24|0,h=k+16|0,D=k,S=k+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,I=AE()|0,L=I+24|0,e=hn(n,4)|0,t[S>>2]=e,n=I+28|0,r=t[n>>2]|0,r>>>0<(t[I+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],U3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(uA(L,D,S),e=t[n>>2]|0),m=k,((e-(t[L>>2]|0)|0)/12|0)+-1|0}function U3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function uA(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;if(L=m,m=m+48|0,u=L+32|0,h=L+24|0,D=L,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=oA(e)|0,s>>>0>>0)hi(e);else{k=t[e>>2]|0,K=((t[e+8>>2]|0)-k|0)/12|0,I=K<<1,lA(D,K>>>0>>1>>>0?I>>>0>>0?l:I:s,((t[S>>2]|0)-k|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],U3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,sA(e,D),aA(D),m=L;return}}function oA(e){return e=e|0,357913941}function lA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)$n();else{l=pn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function sA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function aA(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&_t(e)}function j3(e){e=e|0,dA(e)}function fA(e){e=e|0,cA(e+24|0)}function cA(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),_t(r))}function dA(e){e=e|0;var n=0;n=yr()|0,jn(e,2,3,n,pA()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function pA(){return 1380}function hA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=vA(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],mA(n,s,r,u),m=l}function vA(e){return e=e|0,(t[(AE()|0)+24>>2]|0)+(e*12|0)|0}function mA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),Rs(s,r),s=Ys(s,r)|0,yA(h,u),h=gA(h,u)|0,Fy[l&15](e,s,h),m=D}function yA(e,n){e=e|0,n=n|0}function gA(e,n){return e=e|0,n=n|0,_A(n)|0}function _A(e){return e=e|0,(e|0)!=0|0}function EA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=OE()|0,e=DA(r)|0,wi(s,n,l,e,wA(r,u)|0,u)}function OE(){var e=0,n=0;if(c[7864]|0||(H3(10208),Vt(51,10208,ve|0)|0,n=7864,t[n>>2]=1,t[n+4>>2]=0),!(sr(10208)|0)){e=10208,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));H3(10208)}return 10208}function DA(e){return e=e|0,e|0}function wA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=OE()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(z3(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(SA(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function z3(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function SA(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=TA(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,CA(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,z3(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,xA(e,l),RA(l),m=D;return}}function TA(e){return e=e|0,536870911}function CA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function xA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function RA(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function H3(e){e=e|0,MA(e)}function AA(e){e=e|0,OA(e+24|0)}function OA(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function MA(e){e=e|0;var n=0;n=yr()|0,jn(e,1,24,n,kA()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function kA(){return 1392}function LA(e,n){e=e|0,n=n|0,FA(t[(NA(e)|0)>>2]|0,n)}function NA(e){return e=e|0,(t[(OE()|0)+24>>2]|0)+(e<<3)|0}function FA(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,Fo(u,n),n=$i(u,n)|0,P1[e&127](n),m=r}function PA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=ME()|0,e=IA(r)|0,wi(s,n,l,e,bA(r,u)|0,u)}function ME(){var e=0,n=0;if(c[7872]|0||(W3(10244),Vt(52,10244,ve|0)|0,n=7872,t[n>>2]=1,t[n+4>>2]=0),!(sr(10244)|0)){e=10244,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));W3(10244)}return 10244}function IA(e){return e=e|0,e|0}function bA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=ME()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(q3(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(BA(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function q3(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function BA(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=UA(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,jA(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,q3(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,zA(e,l),HA(l),m=D;return}}function UA(e){return e=e|0,536870911}function jA(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function zA(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function HA(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function W3(e){e=e|0,VA(e)}function qA(e){e=e|0,WA(e+24|0)}function WA(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function VA(e){e=e|0;var n=0;n=yr()|0,jn(e,1,16,n,GA()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function GA(){return 1400}function YA(e){return e=e|0,XA(t[(KA(e)|0)>>2]|0)|0}function KA(e){return e=e|0,(t[(ME()|0)+24>>2]|0)+(e<<3)|0}function XA(e){return e=e|0,QA(k_[e&7]()|0)|0}function QA(e){return e=e|0,e|0}function JA(){var e=0;return c[7880]|0||(i7(10280),Vt(25,10280,ve|0)|0,e=7880,t[e>>2]=1,t[e+4>>2]=0),10280}function ZA(e,n){e=e|0,n=n|0,t[e>>2]=$A()|0,t[e+4>>2]=e7()|0,t[e+12>>2]=n,t[e+8>>2]=t7()|0,t[e+32>>2]=4}function $A(){return 11711}function e7(){return 1356}function t7(){return N1()|0}function 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pM(){c[11740]|0||(c[11718]=hn(hn(8,0)|0,0)|0,c[11719]=hn(hn(0,0)|0,0)|0,c[11720]=hn(hn(0,16)|0,0)|0,c[11721]=hn(hn(8,0)|0,0)|0,c[11722]=hn(hn(0,0)|0,0)|0,c[11723]=hn(hn(8,0)|0,0)|0,c[11724]=hn(hn(0,0)|0,0)|0,c[11725]=hn(hn(8,0)|0,0)|0,c[11726]=hn(hn(0,0)|0,0)|0,c[11727]=hn(hn(8,0)|0,0)|0,c[11728]=hn(hn(0,0)|0,0)|0,c[11729]=hn(hn(0,0)|0,32)|0,c[11730]=hn(hn(0,0)|0,32)|0,c[11740]=1)}function r8(){return 1572}function hM(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,L=0,k=0;s=m,m=m+32|0,k=s+16|0,L=s+12|0,S=s+8|0,D=s+4|0,h=s,t[k>>2]=e,t[L>>2]=n,t[S>>2]=r,t[D>>2]=u,t[h>>2]=l,NE()|0,vM(10656,k,L,S,D,h),m=s}function vM(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0;h=pn(24)|0,gd(h+4|0,t[n>>2]|0,t[r>>2]|0,t[u>>2]|0,t[l>>2]|0,t[s>>2]|0),t[h>>2]=t[e>>2],t[e>>2]=h}function i8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0,Ze=0,Ge=0,ft=0;if(ft=m,m=m+32|0,Te=ft+20|0,ye=ft+8|0,Ze=ft+4|0,Ge=ft,n=t[n>>2]|0,n|0){Be=Te+4|0,S=Te+8|0,L=ye+4|0,k=ye+8|0,I=ye+8|0,K=Te+8|0;do{if(h=n+4|0,D=FE(h)|0,D|0){if(l=Ay(D)|0,t[Te>>2]=0,t[Be>>2]=0,t[S>>2]=0,u=(Oy(D)|0)+1|0,mM(Te,u),u|0)for(;u=u+-1|0,Yf(ye,t[l>>2]|0),s=t[Be>>2]|0,s>>>0<(t[K>>2]|0)>>>0?(t[s>>2]=t[ye>>2],t[Be>>2]=(t[Be>>2]|0)+4):PE(Te,ye),u;)l=l+4|0;u=My(D)|0,t[ye>>2]=0,t[L>>2]=0,t[k>>2]=0;e:do if(t[u>>2]|0)for(l=0,s=0;;){if((l|0)==(s|0)?yM(ye,u):(t[l>>2]=t[u>>2],t[L>>2]=(t[L>>2]|0)+4),u=u+4|0,!(t[u>>2]|0))break e;l=t[L>>2]|0,s=t[I>>2]|0}while(0);t[Ze>>2]=E_(h)|0,t[Ge>>2]=sr(D)|0,gM(r,e,Ze,Ge,Te,ye),IE(ye),F1(Te)}n=t[n>>2]|0}while((n|0)!=0)}m=ft}function FE(e){return e=e|0,t[e+12>>2]|0}function Ay(e){return e=e|0,t[e+12>>2]|0}function Oy(e){return e=e|0,t[e+16>>2]|0}function mM(e,n){e=e|0,n=n|0;var 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n=0,r=0,u=0;if(u=(t[e+4>>2]|0)-(t[e>>2]|0)|0,r=u>>2,u=Ma(u+4|0)|0,t[u>>2]=r,r|0){n=0;do t[u+4+(n<<2)>>2]=l8((t[e>>2]|0)+(n<<2)|0)|0,n=n+1|0;while((n|0)!=(r|0))}return u|0}function l8(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Iu(s8()|0)|0,u?(is(n,u),kf(r,n),sF(e,r),e=xs(n)|0):e=xM(e)|0,m=l,e|0}function s8(){var e=0;return c[7960]|0||(MM(10664),Vt(25,10664,ve|0)|0,e=7960,t[e>>2]=1,t[e+4>>2]=0),10664}function xM(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Ma(8)|0,n=u,D=pn(4)|0,t[D>>2]=t[e>>2],s=n+4|0,t[s>>2]=D,e=pn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],a8(e,s,l),t[u>>2]=e,m=r,n|0}function a8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=pn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1656,t[r+12>>2]=n,t[e+4>>2]=r}function RM(e){e=e|0,Uv(e),_t(e)}function AM(e){e=e|0,e=t[e+12>>2]|0,e|0&&_t(e)}function OM(e){e=e|0,_t(e)}function MM(e){e=e|0,Qa(e)}function kM(e){e=e|0,ll(e,LM()|0,5)}function LM(){return 1676}function NM(e,n){e=e|0,n=n|0;var r=0;if((f8(e)|0)>>>0>>0&&hi(e),n>>>0>1073741823)$n();else{r=pn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function FM(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(gr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function f8(e){return e=e|0,1073741823}function PM(e,n){e=e|0,n=n|0;var r=0;if((c8(e)|0)>>>0>>0&&hi(e),n>>>0>1073741823)$n();else{r=pn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function IM(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(gr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function c8(e){return e=e|0,1073741823}function bM(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)$n();else{l=pn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function BM(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function UM(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&_t(e)}function d8(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)$n();else{l=pn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function p8(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function h8(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&_t(e)}function jM(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0;if(ye=m,m=m+32|0,k=ye+20|0,I=ye+12|0,L=ye+16|0,K=ye+4|0,Be=ye,Te=ye+8|0,D=n8()|0,s=t[D>>2]|0,h=t[s>>2]|0,h|0)for(S=t[D+8>>2]|0,D=t[D+4>>2]|0;Yf(k,h),zM(e,k,D,S),s=s+4|0,h=t[s>>2]|0,h;)S=S+1|0,D=D+1|0;if(s=r8()|0,h=t[s>>2]|0,h|0)do Yf(k,h),t[I>>2]=t[s+4>>2],HM(n,k,I),s=s+8|0,h=t[s>>2]|0;while((h|0)!=0);if(s=t[(Fv()|0)>>2]|0,s|0)do n=t[s+4>>2]|0,Yf(k,t[(Pv(n)|0)>>2]|0),t[I>>2]=LE(n)|0,qM(r,k,I),s=t[s>>2]|0;while((s|0)!=0);if(Yf(L,0),s=NE()|0,t[k>>2]=t[L>>2],i8(k,s,l),s=t[(Fv()|0)>>2]|0,s|0){e=k+4|0,n=k+8|0,r=k+8|0;do{if(S=t[s+4>>2]|0,Yf(I,t[(Pv(S)|0)>>2]|0),WM(K,v8(S)|0),h=t[K>>2]|0,h|0){t[k>>2]=0,t[e>>2]=0,t[n>>2]=0;do Yf(Be,t[(Pv(t[h+4>>2]|0)|0)>>2]|0),D=t[e>>2]|0,D>>>0<(t[r>>2]|0)>>>0?(t[D>>2]=t[Be>>2],t[e>>2]=(t[e>>2]|0)+4):PE(k,Be),h=t[h>>2]|0;while((h|0)!=0);VM(u,I,k),F1(k)}t[Te>>2]=t[I>>2],L=m8(S)|0,t[k>>2]=t[Te>>2],i8(k,L,l),Ed(K),s=t[s>>2]|0}while((s|0)!=0)}m=ye}function zM(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,rk(e,n,r,u)}function HM(e,n,r){e=e|0,n=n|0,r=r|0,nk(e,n,r)}function Pv(e){return e=e|0,e|0}function qM(e,n,r){e=e|0,n=n|0,r=r|0,ZM(e,n,r)}function v8(e){return e=e|0,e+16|0}function WM(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;if(s=m,m=m+16|0,l=s+8|0,r=s,t[e>>2]=0,u=t[n>>2]|0,t[l>>2]=u,t[r>>2]=e,r=JM(r)|0,u|0){if(u=pn(12)|0,h=(y8(l)|0)+4|0,e=t[h+4>>2]|0,n=u+4|0,t[n>>2]=t[h>>2],t[n+4>>2]=e,n=t[t[l>>2]>>2]|0,t[l>>2]=n,!n)e=u;else for(n=u;e=pn(12)|0,S=(y8(l)|0)+4|0,D=t[S+4>>2]|0,h=e+4|0,t[h>>2]=t[S>>2],t[h+4>>2]=D,t[n>>2]=e,h=t[t[l>>2]>>2]|0,t[l>>2]=h,h;)n=e;t[e>>2]=t[r>>2],t[r>>2]=u}m=s}function VM(e,n,r){e=e|0,n=n|0,r=r|0,GM(e,n,r)}function m8(e){return e=e|0,e+24|0}function GM(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+32|0,h=u+24|0,l=u+16|0,D=u+12|0,s=u,ka(l),e=g0(e)|0,t[D>>2]=t[n>>2],bE(s,r),t[h>>2]=t[D>>2],YM(e,h,s),F1(s),La(l),m=u}function YM(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+32|0,h=u+16|0,D=u+12|0,l=u,s=_0(KM()|0)|0,t[D>>2]=t[n>>2],t[h>>2]=t[D>>2],n=Kp(h)|0,t[l>>2]=t[r>>2],h=r+4|0,t[l+4>>2]=t[h>>2],D=r+8|0,t[l+8>>2]=t[D>>2],t[D>>2]=0,t[h>>2]=0,t[r>>2]=0,Io(0,s|0,e|0,n|0,UE(l)|0)|0,F1(l),m=u}function KM(){var e=0;return c[7976]|0||(XM(10720),e=7976,t[e>>2]=1,t[e+4>>2]=0),10720}function XM(e){e=e|0,ll(e,QM()|0,2)}function QM(){return 1732}function JM(e){return e=e|0,t[e>>2]|0}function y8(e){return e=e|0,t[e>>2]|0}function ZM(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+32|0,s=u+16|0,l=u+8|0,h=u,ka(l),e=g0(e)|0,t[h>>2]=t[n>>2],r=t[r>>2]|0,t[s>>2]=t[h>>2],g8(e,s,r),La(l),m=u}function g8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,s=u+4|0,h=u,l=_0($M()|0)|0,t[h>>2]=t[n>>2],t[s>>2]=t[h>>2],n=Kp(s)|0,Io(0,l|0,e|0,n|0,u8(r)|0)|0,m=u}function $M(){var e=0;return c[7984]|0||(ek(10732),e=7984,t[e>>2]=1,t[e+4>>2]=0),10732}function ek(e){e=e|0,ll(e,tk()|0,2)}function tk(){return 1744}function nk(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+32|0,s=u+16|0,l=u+8|0,h=u,ka(l),e=g0(e)|0,t[h>>2]=t[n>>2],r=t[r>>2]|0,t[s>>2]=t[h>>2],g8(e,s,r),La(l),m=u}function rk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+32|0,h=l+16|0,s=l+8|0,D=l,ka(s),e=g0(e)|0,t[D>>2]=t[n>>2],r=c[r>>0]|0,u=c[u>>0]|0,t[h>>2]=t[D>>2],ik(e,h,r,u),La(s),m=l}function ik(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,h=l+4|0,D=l,s=_0(uk()|0)|0,t[D>>2]=t[n>>2],t[h>>2]=t[D>>2],n=Kp(h)|0,r=Iv(r)|0,Hn(0,s|0,e|0,n|0,r|0,Iv(u)|0)|0,m=l}function uk(){var e=0;return c[7992]|0||(lk(10744),e=7992,t[e>>2]=1,t[e+4>>2]=0),10744}function Iv(e){return e=e|0,ok(e)|0}function ok(e){return e=e|0,e&255|0}function lk(e){e=e|0,ll(e,sk()|0,3)}function sk(){return 1756}function ak(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0;switch(K=m,m=m+32|0,D=K+8|0,S=K+4|0,L=K+20|0,k=K,Ta(e,0),u=lF(n)|0,t[D>>2]=0,I=D+4|0,t[I>>2]=0,t[D+8>>2]=0,u<<24>>24){case 0:{c[L>>0]=0,fk(S,r,L),D_(e,S)|0,jo(S);break}case 8:{I=VE(n)|0,c[L>>0]=8,Yf(k,t[I+4>>2]|0),ck(S,r,L,k,I+8|0),D_(e,S)|0,jo(S);break}case 9:{if(s=VE(n)|0,n=t[s+4>>2]|0,n|0)for(h=D+8|0,l=s+12|0;n=n+-1|0,Yf(S,t[l>>2]|0),u=t[I>>2]|0,u>>>0<(t[h>>2]|0)>>>0?(t[u>>2]=t[S>>2],t[I>>2]=(t[I>>2]|0)+4):PE(D,S),n;)l=l+4|0;c[L>>0]=9,Yf(k,t[s+8>>2]|0),dk(S,r,L,k,D),D_(e,S)|0,jo(S);break}default:I=VE(n)|0,c[L>>0]=u,Yf(k,t[I+4>>2]|0),pk(S,r,L,k),D_(e,S)|0,jo(S)}F1(D),m=K}function fk(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;u=m,m=m+16|0,l=u,ka(l),n=g0(n)|0,xk(e,n,c[r>>0]|0),La(l),m=u}function D_(e,n){e=e|0,n=n|0;var r=0;return r=t[e>>2]|0,r|0&&qr(r|0),t[e>>2]=t[n>>2],t[n>>2]=0,e|0}function ck(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+32|0,D=s+16|0,h=s+8|0,S=s,ka(h),n=g0(n)|0,r=c[r>>0]|0,t[S>>2]=t[u>>2],l=t[l>>2]|0,t[D>>2]=t[S>>2],wk(e,n,r,D,l),La(h),m=s}function dk(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,L=0;s=m,m=m+32|0,S=s+24|0,h=s+16|0,L=s+12|0,D=s,ka(h),n=g0(n)|0,r=c[r>>0]|0,t[L>>2]=t[u>>2],bE(D,l),t[S>>2]=t[L>>2],gk(e,n,r,S,D),F1(D),La(h),m=s}function pk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+32|0,h=l+16|0,s=l+8|0,D=l,ka(s),n=g0(n)|0,r=c[r>>0]|0,t[D>>2]=t[u>>2],t[h>>2]=t[D>>2],hk(e,n,r,h),La(s),m=l}function hk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+4|0,D=l,h=_0(vk()|0)|0,r=Iv(r)|0,t[D>>2]=t[u>>2],t[s>>2]=t[D>>2],w_(e,Io(0,h|0,n|0,r|0,Kp(s)|0)|0),m=l}function vk(){var e=0;return c[8e3]|0||(mk(10756),e=8e3,t[e>>2]=1,t[e+4>>2]=0),10756}function w_(e,n){e=e|0,n=n|0,Ta(e,n)}function mk(e){e=e|0,ll(e,yk()|0,2)}function yk(){return 1772}function gk(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,L=0;s=m,m=m+32|0,S=s+16|0,L=s+12|0,h=s,D=_0(_k()|0)|0,r=Iv(r)|0,t[L>>2]=t[u>>2],t[S>>2]=t[L>>2],u=Kp(S)|0,t[h>>2]=t[l>>2],S=l+4|0,t[h+4>>2]=t[S>>2],L=l+8|0,t[h+8>>2]=t[L>>2],t[L>>2]=0,t[S>>2]=0,t[l>>2]=0,w_(e,Hn(0,D|0,n|0,r|0,u|0,UE(h)|0)|0),F1(h),m=s}function _k(){var e=0;return c[8008]|0||(Ek(10768),e=8008,t[e>>2]=1,t[e+4>>2]=0),10768}function Ek(e){e=e|0,ll(e,Dk()|0,3)}function Dk(){return 1784}function wk(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+16|0,D=s+4|0,S=s,h=_0(Sk()|0)|0,r=Iv(r)|0,t[S>>2]=t[u>>2],t[D>>2]=t[S>>2],u=Kp(D)|0,w_(e,Hn(0,h|0,n|0,r|0,u|0,BE(l)|0)|0),m=s}function Sk(){var e=0;return c[8016]|0||(Tk(10780),e=8016,t[e>>2]=1,t[e+4>>2]=0),10780}function Tk(e){e=e|0,ll(e,Ck()|0,3)}function Ck(){return 1800}function xk(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=_0(Rk()|0)|0,w_(e,Ki(0,u|0,n|0,Iv(r)|0)|0)}function Rk(){var e=0;return c[8024]|0||(Ak(10792),e=8024,t[e>>2]=1,t[e+4>>2]=0),10792}function Ak(e){e=e|0,ll(e,Ok()|0,1)}function Ok(){return 1816}function Mk(){kk(),Lk(),Nk()}function kk(){t[2702]=G8(65536)|0}function Lk(){$k(10856)}function Nk(){Fk(10816)}function Fk(e){e=e|0,Pk(e,5044),Ik(e)|0}function Pk(e,n){e=e|0,n=n|0;var r=0;r=s8()|0,t[e>>2]=r,Yk(r,n),e2(t[e>>2]|0)}function Ik(e){e=e|0;var n=0;return n=t[e>>2]|0,Gp(n,bk()|0),e|0}function bk(){var e=0;return c[8032]|0||(_8(10820),Vt(64,10820,ve|0)|0,e=8032,t[e>>2]=1,t[e+4>>2]=0),sr(10820)|0||_8(10820),10820}function _8(e){e=e|0,jk(e),Yp(e,25)}function Bk(e){e=e|0,Uk(e+24|0)}function Uk(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function jk(e){e=e|0;var n=0;n=yr()|0,jn(e,5,18,n,Wk()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function zk(e,n){e=e|0,n=n|0,Hk(e,n)}function Hk(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;r=m,m=m+16|0,u=r,l=r+4|0,If(l,n),t[u>>2]=bf(l,n)|0,qk(e,u),m=r}function qk(e,n){e=e|0,n=n|0,E8(e+4|0,t[n>>2]|0),c[e+8>>0]=1}function E8(e,n){e=e|0,n=n|0,t[e>>2]=n}function Wk(){return 1824}function Vk(e){return e=e|0,Gk(e)|0}function Gk(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Ma(8)|0,n=u,D=pn(4)|0,If(l,e),E8(D,bf(l,e)|0),s=n+4|0,t[s>>2]=D,e=pn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],a8(e,s,l),t[u>>2]=e,m=r,n|0}function Ma(e){e=e|0;var n=0,r=0;return e=e+7&-8,(e>>>0<=32768?(n=t[2701]|0,e>>>0<=(65536-n|0)>>>0):0)?(r=(t[2702]|0)+n|0,t[2701]=n+e,e=r):(e=G8(e+8|0)|0,t[e>>2]=t[2703],t[2703]=e,e=e+8|0),e|0}function Yk(e,n){e=e|0,n=n|0,t[e>>2]=Kk()|0,t[e+4>>2]=Xk()|0,t[e+12>>2]=n,t[e+8>>2]=Qk()|0,t[e+32>>2]=9}function Kk(){return 11744}function Xk(){return 1832}function Qk(){return __()|0}function Jk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,(Hl(u,896)|0)==512?r|0&&(Zk(r),_t(r)):n|0&&_t(n)}function Zk(e){e=e|0,e=t[e+4>>2]|0,e|0&&t2(e)}function $k(e){e=e|0,eL(e,5052),tL(e)|0,nL(e,5058,26)|0,rL(e,5069,1)|0,iL(e,5077,10)|0,uL(e,5087,19)|0,oL(e,5094,27)|0}function eL(e,n){e=e|0,n=n|0;var r=0;r=$N()|0,t[e>>2]=r,eF(r,n),e2(t[e>>2]|0)}function tL(e){e=e|0;var n=0;return n=t[e>>2]|0,Gp(n,UN()|0),e|0}function nL(e,n,r){return e=e|0,n=n|0,r=r|0,DN(e,Fr(n)|0,r,0),e|0}function rL(e,n,r){return e=e|0,n=n|0,r=r|0,oN(e,Fr(n)|0,r,0),e|0}function iL(e,n,r){return e=e|0,n=n|0,r=r|0,bL(e,Fr(n)|0,r,0),e|0}function uL(e,n,r){return e=e|0,n=n|0,r=r|0,wL(e,Fr(n)|0,r,0),e|0}function D8(e,n){e=e|0,n=n|0;var r=0,u=0;e:for(;;){for(r=t[2703]|0;;){if((r|0)==(n|0))break e;if(u=t[r>>2]|0,t[2703]=u,!r)r=u;else break}_t(r)}t[2701]=e}function oL(e,n,r){return e=e|0,n=n|0,r=r|0,lL(e,Fr(n)|0,r,0),e|0}function lL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=jE()|0,e=sL(r)|0,wi(s,n,l,e,aL(r,u)|0,u)}function jE(){var e=0,n=0;if(c[8040]|0||(S8(10860),Vt(65,10860,ve|0)|0,n=8040,t[n>>2]=1,t[n+4>>2]=0),!(sr(10860)|0)){e=10860,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));S8(10860)}return 10860}function sL(e){return e=e|0,e|0}function aL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=jE()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(w8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(fL(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function w8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function fL(e,n,r){e=e|0,n=n|0,r=r|0;var 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n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function S8(e){e=e|0,yL(e)}function vL(e){e=e|0,mL(e+24|0)}function mL(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function yL(e){e=e|0;var n=0;n=yr()|0,jn(e,1,11,n,gL()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function gL(){return 1840}function _L(e,n,r){e=e|0,n=n|0,r=r|0,DL(t[(EL(e)|0)>>2]|0,n,r)}function EL(e){return e=e|0,(t[(jE()|0)+24>>2]|0)+(e<<3)|0}function DL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;u=m,m=m+16|0,s=u+1|0,l=u,If(s,n),n=bf(s,n)|0,If(l,r),r=bf(l,r)|0,I1[e&31](n,r),m=u}function wL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=zE()|0,e=SL(r)|0,wi(s,n,l,e,TL(r,u)|0,u)}function zE(){var e=0,n=0;if(c[8048]|0||(C8(10896),Vt(66,10896,ve|0)|0,n=8048,t[n>>2]=1,t[n+4>>2]=0),!(sr(10896)|0)){e=10896,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));C8(10896)}return 10896}function SL(e){return e=e|0,e|0}function TL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=zE()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(T8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(CL(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function T8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function CL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=xL(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,RL(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,T8(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,AL(e,l),OL(l),m=D;return}}function xL(e){return e=e|0,536870911}function RL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function AL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function OL(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function C8(e){e=e|0,LL(e)}function ML(e){e=e|0,kL(e+24|0)}function kL(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function LL(e){e=e|0;var n=0;n=yr()|0,jn(e,1,11,n,NL()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function NL(){return 1852}function FL(e,n){return e=e|0,n=n|0,IL(t[(PL(e)|0)>>2]|0,n)|0}function PL(e){return e=e|0,(t[(zE()|0)+24>>2]|0)+(e<<3)|0}function IL(e,n){e=e|0,n=n|0;var r=0,u=0;return r=m,m=m+16|0,u=r,If(u,n),n=bf(u,n)|0,n=qo(Zp[e&31](n)|0)|0,m=r,n|0}function bL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=HE()|0,e=BL(r)|0,wi(s,n,l,e,UL(r,u)|0,u)}function HE(){var e=0,n=0;if(c[8056]|0||(R8(10932),Vt(67,10932,ve|0)|0,n=8056,t[n>>2]=1,t[n+4>>2]=0),!(sr(10932)|0)){e=10932,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));R8(10932)}return 10932}function BL(e){return e=e|0,e|0}function UL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=HE()|0,h=S+24|0,n=hn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(x8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(jL(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function x8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function jL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=zL(e)|0,u>>>0>>0)hi(e);else{S=t[e>>2]|0,k=(t[e+8>>2]|0)-S|0,L=k>>2,HL(l,k>>3>>>0>>1>>>0?L>>>0>>0?h:L:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,x8(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,qL(e,l),WL(l),m=D;return}}function zL(e){return e=e|0,536870911}function HL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)$n();else{l=pn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function qL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(gr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function WL(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&_t(e)}function R8(e){e=e|0,KL(e)}function VL(e){e=e|0,YL(e+24|0)}function YL(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),_t(r))}function KL(e){e=e|0;var n=0;n=yr()|0,jn(e,1,7,n,XL()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function XL(){return 1860}function QL(e,n,r){return e=e|0,n=n|0,r=r|0,ZL(t[(JL(e)|0)>>2]|0,n,r)|0}function JL(e){return e=e|0,(t[(HE()|0)+24>>2]|0)+(e<<3)|0}function ZL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0;return u=m,m=m+32|0,h=u+12|0,s=u+8|0,D=u,S=u+16|0,l=u+4|0,$L(S,n),eN(D,S,n),Ks(l,r),r=Xs(l,r)|0,t[h>>2]=t[D>>2],Fy[e&15](s,h,r),r=tN(s)|0,jo(s),Qs(l),m=u,r|0}function $L(e,n){e=e|0,n=n|0}function eN(e,n,r){e=e|0,n=n|0,r=r|0,nN(e,r)}function tN(e){return e=e|0,g0(e)|0}function nN(e,n){e=e|0,n=n|0;var 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ye=e+4|0,L=FE(ye)|0,l=My(L)|0,s=Ay(L)|0,h=(Oy(L)|0)+1|0,D=S_(L)|0,S=F8(ye)|0,L=sr(L)|0,k=E_(ye)|0,I=GE(ye)|0,f0(0,l|0,s|0,h|0,D|0,S|0,L|0,k|0,I|0,YE(ye)|0),e=t[e>>2]|0;while((e|0)!=0);e=t[(Fv()|0)>>2]|0;e:do if(e|0){t:for(;;){if(n=t[e+4>>2]|0,n|0?(K=t[(Pv(n)|0)>>2]|0,Be=t[(m8(n)|0)>>2]|0,Be|0):0){r=Be;do{n=r+4|0,u=FE(n)|0;n:do if(u|0)switch(sr(u)|0){case 0:break t;case 4:case 3:case 2:{D=My(u)|0,S=Ay(u)|0,L=(Oy(u)|0)+1|0,k=S_(u)|0,I=sr(u)|0,ye=E_(n)|0,f0(K|0,D|0,S|0,L|0,k|0,0,I|0,ye|0,GE(n)|0,YE(n)|0);break n}case 1:{h=My(u)|0,D=Ay(u)|0,S=(Oy(u)|0)+1|0,L=S_(u)|0,k=F8(n)|0,I=sr(u)|0,ye=E_(n)|0,f0(K|0,h|0,D|0,S|0,L|0,k|0,I|0,ye|0,GE(n)|0,YE(n)|0);break n}case 5:{L=My(u)|0,k=Ay(u)|0,I=(Oy(u)|0)+1|0,ye=S_(u)|0,f0(K|0,L|0,k|0,I|0,ye|0,TF(u)|0,sr(u)|0,0,0,0);break n}default:break n}while(0);r=t[r>>2]|0}while((r|0)!=0)}if(e=t[e>>2]|0,!e)break e}$n()}while(0);bs(),m=Te}function yF(){return 11703}function gF(e){e=e|0,c[e+40>>0]=0}function _F(e){return e=e|0,(c[e+40>>0]|0)!=0|0}function EF(e,n){return e=e|0,n=n|0,n=CF(n)|0,e=t[n>>2]|0,t[n>>2]=t[e>>2],_t(e),t[n>>2]|0}function DF(e){e=e|0,c[e+40>>0]=1}function N8(e){return e=e|0,t[e+20>>2]|0}function wF(e){return e=e|0,t[e+8>>2]|0}function SF(e){return e=e|0,t[e+32>>2]|0}function S_(e){return e=e|0,t[e+4>>2]|0}function F8(e){return e=e|0,t[e+4>>2]|0}function GE(e){return e=e|0,t[e+8>>2]|0}function YE(e){return e=e|0,t[e+16>>2]|0}function TF(e){return e=e|0,t[e+20>>2]|0}function CF(e){return e=e|0,t[e>>2]|0}function T_(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0,Ze=0,Ge=0,ft=0,Me=0,Pe=0,Zt=0;Zt=m,m=m+16|0,K=Zt;do if(e>>>0<245){if(L=e>>>0<11?16:e+11&-8,e=L>>>3,I=t[2783]|0,r=I>>>e,r&3|0)return n=(r&1^1)+e|0,e=11172+(n<<1<<2)|0,r=e+8|0,u=t[r>>2]|0,l=u+8|0,s=t[l>>2]|0,(e|0)==(s|0)?t[2783]=I&~(1<>2]=e,t[r>>2]=s),Pe=n<<3,t[u+4>>2]=Pe|3,Pe=u+Pe+4|0,t[Pe>>2]=t[Pe>>2]|1,Pe=l,m=Zt,Pe|0;if(k=t[2785]|0,L>>>0>k>>>0){if(r|0)return n=2<>>12&16,n=n>>>h,r=n>>>5&8,n=n>>>r,l=n>>>2&4,n=n>>>l,e=n>>>1&2,n=n>>>e,u=n>>>1&1,u=(r|h|l|e|u)+(n>>>u)|0,n=11172+(u<<1<<2)|0,e=n+8|0,l=t[e>>2]|0,h=l+8|0,r=t[h>>2]|0,(n|0)==(r|0)?(e=I&~(1<>2]=n,t[e>>2]=r,e=I),s=(u<<3)-L|0,t[l+4>>2]=L|3,u=l+L|0,t[u+4>>2]=s|1,t[u+s>>2]=s,k|0&&(l=t[2788]|0,n=k>>>3,r=11172+(n<<1<<2)|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=l,t[n+12>>2]=l,t[l+8>>2]=n,t[l+12>>2]=r),t[2785]=s,t[2788]=u,Pe=h,m=Zt,Pe|0;if(D=t[2784]|0,D){if(r=(D&0-D)+-1|0,h=r>>>12&16,r=r>>>h,s=r>>>5&8,r=r>>>s,S=r>>>2&4,r=r>>>S,u=r>>>1&2,r=r>>>u,e=r>>>1&1,e=t[11436+((s|h|S|u|e)+(r>>>e)<<2)>>2]|0,r=(t[e+4>>2]&-8)-L|0,u=t[e+16+(((t[e+16>>2]|0)==0&1)<<2)>>2]|0,!u)S=e,s=r;else{do h=(t[u+4>>2]&-8)-L|0,S=h>>>0>>0,r=S?h:r,e=S?u:e,u=t[u+16+(((t[u+16>>2]|0)==0&1)<<2)>>2]|0;while((u|0)!=0);S=e,s=r}if(h=S+L|0,S>>>0>>0){l=t[S+24>>2]|0,n=t[S+12>>2]|0;do if((n|0)==(S|0)){if(e=S+20|0,n=t[e>>2]|0,!n&&(e=S+16|0,n=t[e>>2]|0,!n)){r=0;break}for(;;){if(r=n+20|0,u=t[r>>2]|0,u|0){n=u,e=r;continue}if(r=n+16|0,u=t[r>>2]|0,u)n=u,e=r;else break}t[e>>2]=0,r=n}else r=t[S+8>>2]|0,t[r+12>>2]=n,t[n+8>>2]=r,r=n;while(0);do if(l|0){if(n=t[S+28>>2]|0,e=11436+(n<<2)|0,(S|0)==(t[e>>2]|0)){if(t[e>>2]=r,!r){t[2784]=D&~(1<>2]|0)!=(S|0)&1)<<2)>>2]=r,!r)break;t[r+24>>2]=l,n=t[S+16>>2]|0,n|0&&(t[r+16>>2]=n,t[n+24>>2]=r),n=t[S+20>>2]|0,n|0&&(t[r+20>>2]=n,t[n+24>>2]=r)}while(0);return s>>>0<16?(Pe=s+L|0,t[S+4>>2]=Pe|3,Pe=S+Pe+4|0,t[Pe>>2]=t[Pe>>2]|1):(t[S+4>>2]=L|3,t[h+4>>2]=s|1,t[h+s>>2]=s,k|0&&(u=t[2788]|0,n=k>>>3,r=11172+(n<<1<<2)|0,n=1<>2]|0):(t[2783]=I|n,n=r,e=r+8|0),t[e>>2]=u,t[n+12>>2]=u,t[u+8>>2]=n,t[u+12>>2]=r),t[2785]=s,t[2788]=h),Pe=S+8|0,m=Zt,Pe|0}else I=L}else I=L}else I=L}else if(e>>>0<=4294967231)if(e=e+11|0,L=e&-8,S=t[2784]|0,S){u=0-L|0,e=e>>>8,e?L>>>0>16777215?D=31:(I=(e+1048320|0)>>>16&8,Me=e<>>16&4,Me=Me<>>16&2,D=14-(k|I|D)+(Me<>>15)|0,D=L>>>(D+7|0)&1|D<<1):D=0,r=t[11436+(D<<2)>>2]|0;e:do if(!r)r=0,e=0,Me=57;else for(e=0,h=L<<((D|0)==31?0:25-(D>>>1)|0),s=0;;){if(l=(t[r+4>>2]&-8)-L|0,l>>>0>>0)if(l)e=r,u=l;else{e=r,u=0,l=r,Me=61;break e}if(l=t[r+20>>2]|0,r=t[r+16+(h>>>31<<2)>>2]|0,s=(l|0)==0|(l|0)==(r|0)?s:l,l=(r|0)==0,l){r=s,Me=57;break}else h=h<<((l^1)&1)}while(0);if((Me|0)==57){if((r|0)==0&(e|0)==0){if(e=2<>>12&16,I=I>>>h,s=I>>>5&8,I=I>>>s,D=I>>>2&4,I=I>>>D,k=I>>>1&2,I=I>>>k,r=I>>>1&1,e=0,r=t[11436+((s|h|D|k|r)+(I>>>r)<<2)>>2]|0}r?(l=r,Me=61):(D=e,h=u)}if((Me|0)==61)for(;;)if(Me=0,r=(t[l+4>>2]&-8)-L|0,I=r>>>0>>0,r=I?r:u,e=I?l:e,l=t[l+16+(((t[l+16>>2]|0)==0&1)<<2)>>2]|0,l)u=r,Me=61;else{D=e,h=r;break}if((D|0)!=0?h>>>0<((t[2785]|0)-L|0)>>>0:0){if(s=D+L|0,D>>>0>=s>>>0)return Pe=0,m=Zt,Pe|0;l=t[D+24>>2]|0,n=t[D+12>>2]|0;do if((n|0)==(D|0)){if(e=D+20|0,n=t[e>>2]|0,!n&&(e=D+16|0,n=t[e>>2]|0,!n)){n=0;break}for(;;){if(r=n+20|0,u=t[r>>2]|0,u|0){n=u,e=r;continue}if(r=n+16|0,u=t[r>>2]|0,u)n=u,e=r;else break}t[e>>2]=0}else Pe=t[D+8>>2]|0,t[Pe+12>>2]=n,t[n+8>>2]=Pe;while(0);do if(l){if(e=t[D+28>>2]|0,r=11436+(e<<2)|0,(D|0)==(t[r>>2]|0)){if(t[r>>2]=n,!n){u=S&~(1<>2]|0)!=(D|0)&1)<<2)>>2]=n,!n){u=S;break}t[n+24>>2]=l,e=t[D+16>>2]|0,e|0&&(t[n+16>>2]=e,t[e+24>>2]=n),e=t[D+20>>2]|0,e&&(t[n+20>>2]=e,t[e+24>>2]=n),u=S}else u=S;while(0);do if(h>>>0>=16){if(t[D+4>>2]=L|3,t[s+4>>2]=h|1,t[s+h>>2]=h,n=h>>>3,h>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=s,t[n+12>>2]=s,t[s+8>>2]=n,t[s+12>>2]=r;break}if(n=h>>>8,n?h>>>0>16777215?n=31:(Me=(n+1048320|0)>>>16&8,Pe=n<>>16&4,Pe=Pe<>>16&2,n=14-(ft|Me|n)+(Pe<>>15)|0,n=h>>>(n+7|0)&1|n<<1):n=0,r=11436+(n<<2)|0,t[s+28>>2]=n,e=s+16|0,t[e+4>>2]=0,t[e>>2]=0,e=1<>2]=s,t[s+24>>2]=r,t[s+12>>2]=s,t[s+8>>2]=s;break}for(e=h<<((n|0)==31?0:25-(n>>>1)|0),r=t[r>>2]|0;;){if((t[r+4>>2]&-8|0)==(h|0)){Me=97;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Me=96;break}}if((Me|0)==96){t[u>>2]=s,t[s+24>>2]=r,t[s+12>>2]=s,t[s+8>>2]=s;break}else if((Me|0)==97){Me=r+8|0,Pe=t[Me>>2]|0,t[Pe+12>>2]=s,t[Me>>2]=s,t[s+8>>2]=Pe,t[s+12>>2]=r,t[s+24>>2]=0;break}}else Pe=h+L|0,t[D+4>>2]=Pe|3,Pe=D+Pe+4|0,t[Pe>>2]=t[Pe>>2]|1;while(0);return Pe=D+8|0,m=Zt,Pe|0}else I=L}else I=L;else I=-1;while(0);if(r=t[2785]|0,r>>>0>=I>>>0)return n=r-I|0,e=t[2788]|0,n>>>0>15?(Pe=e+I|0,t[2788]=Pe,t[2785]=n,t[Pe+4>>2]=n|1,t[Pe+n>>2]=n,t[e+4>>2]=I|3):(t[2785]=0,t[2788]=0,t[e+4>>2]=r|3,Pe=e+r+4|0,t[Pe>>2]=t[Pe>>2]|1),Pe=e+8|0,m=Zt,Pe|0;if(h=t[2786]|0,h>>>0>I>>>0)return ft=h-I|0,t[2786]=ft,Pe=t[2789]|0,Me=Pe+I|0,t[2789]=Me,t[Me+4>>2]=ft|1,t[Pe+4>>2]=I|3,Pe=Pe+8|0,m=Zt,Pe|0;if(t[2901]|0?e=t[2903]|0:(t[2903]=4096,t[2902]=4096,t[2904]=-1,t[2905]=-1,t[2906]=0,t[2894]=0,e=K&-16^1431655768,t[K>>2]=e,t[2901]=e,e=4096),D=I+48|0,S=I+47|0,s=e+S|0,l=0-e|0,L=s&l,L>>>0<=I>>>0||(e=t[2893]|0,e|0?(k=t[2891]|0,K=k+L|0,K>>>0<=k>>>0|K>>>0>e>>>0):0))return Pe=0,m=Zt,Pe|0;e:do if(t[2894]&4)n=0,Me=133;else{r=t[2789]|0;t:do if(r){for(u=11580;e=t[u>>2]|0,!(e>>>0<=r>>>0?(ye=u+4|0,(e+(t[ye>>2]|0)|0)>>>0>r>>>0):0);)if(e=t[u+8>>2]|0,e)u=e;else{Me=118;break t}if(n=s-h&l,n>>>0<2147483647)if(e=n2(n|0)|0,(e|0)==((t[u>>2]|0)+(t[ye>>2]|0)|0)){if((e|0)!=(-1|0)){h=n,s=e,Me=135;break e}}else u=e,Me=126;else n=0}else Me=118;while(0);do if((Me|0)==118)if(r=n2(0)|0,(r|0)!=(-1|0)?(n=r,Be=t[2902]|0,Te=Be+-1|0,n=((Te&n|0)==0?0:(Te+n&0-Be)-n|0)+L|0,Be=t[2891]|0,Te=n+Be|0,n>>>0>I>>>0&n>>>0<2147483647):0){if(ye=t[2893]|0,ye|0?Te>>>0<=Be>>>0|Te>>>0>ye>>>0:0){n=0;break}if(e=n2(n|0)|0,(e|0)==(r|0)){h=n,s=r,Me=135;break e}else u=e,Me=126}else n=0;while(0);do if((Me|0)==126){if(r=0-n|0,!(D>>>0>n>>>0&(n>>>0<2147483647&(u|0)!=(-1|0))))if((u|0)==(-1|0)){n=0;break}else{h=n,s=u,Me=135;break e}if(e=t[2903]|0,e=S-n+e&0-e,e>>>0>=2147483647){h=n,s=u,Me=135;break e}if((n2(e|0)|0)==(-1|0)){n2(r|0)|0,n=0;break}else{h=e+n|0,s=u,Me=135;break e}}while(0);t[2894]=t[2894]|4,Me=133}while(0);if((((Me|0)==133?L>>>0<2147483647:0)?(ft=n2(L|0)|0,ye=n2(0)|0,Ze=ye-ft|0,Ge=Ze>>>0>(I+40|0)>>>0,!((ft|0)==(-1|0)|Ge^1|ft>>>0>>0&((ft|0)!=(-1|0)&(ye|0)!=(-1|0))^1)):0)&&(h=Ge?Ze:n,s=ft,Me=135),(Me|0)==135){n=(t[2891]|0)+h|0,t[2891]=n,n>>>0>(t[2892]|0)>>>0&&(t[2892]=n),S=t[2789]|0;do if(S){for(n=11580;;){if(e=t[n>>2]|0,r=n+4|0,u=t[r>>2]|0,(s|0)==(e+u|0)){Me=145;break}if(l=t[n+8>>2]|0,l)n=l;else break}if(((Me|0)==145?(t[n+12>>2]&8|0)==0:0)?S>>>0>>0&S>>>0>=e>>>0:0){t[r>>2]=u+h,Pe=S+8|0,Pe=(Pe&7|0)==0?0:0-Pe&7,Me=S+Pe|0,Pe=(t[2786]|0)+(h-Pe)|0,t[2789]=Me,t[2786]=Pe,t[Me+4>>2]=Pe|1,t[Me+Pe+4>>2]=40,t[2790]=t[2905];break}for(s>>>0<(t[2787]|0)>>>0&&(t[2787]=s),r=s+h|0,n=11580;;){if((t[n>>2]|0)==(r|0)){Me=153;break}if(e=t[n+8>>2]|0,e)n=e;else break}if((Me|0)==153?(t[n+12>>2]&8|0)==0:0){t[n>>2]=s,k=n+4|0,t[k>>2]=(t[k>>2]|0)+h,k=s+8|0,k=s+((k&7|0)==0?0:0-k&7)|0,n=r+8|0,n=r+((n&7|0)==0?0:0-n&7)|0,L=k+I|0,D=n-k-I|0,t[k+4>>2]=I|3;do if((n|0)!=(S|0)){if((n|0)==(t[2788]|0)){Pe=(t[2785]|0)+D|0,t[2785]=Pe,t[2788]=L,t[L+4>>2]=Pe|1,t[L+Pe>>2]=Pe;break}if(e=t[n+4>>2]|0,(e&3|0)==1){h=e&-8,u=e>>>3;e:do if(e>>>0<256)if(e=t[n+8>>2]|0,r=t[n+12>>2]|0,(r|0)==(e|0)){t[2783]=t[2783]&~(1<>2]=r,t[r+8>>2]=e;break}else{s=t[n+24>>2]|0,e=t[n+12>>2]|0;do if((e|0)==(n|0)){if(u=n+16|0,r=u+4|0,e=t[r>>2]|0,!e)if(e=t[u>>2]|0,e)r=u;else{e=0;break}for(;;){if(u=e+20|0,l=t[u>>2]|0,l|0){e=l,r=u;continue}if(u=e+16|0,l=t[u>>2]|0,l)e=l,r=u;else break}t[r>>2]=0}else Pe=t[n+8>>2]|0,t[Pe+12>>2]=e,t[e+8>>2]=Pe;while(0);if(!s)break;r=t[n+28>>2]|0,u=11436+(r<<2)|0;do if((n|0)!=(t[u>>2]|0)){if(t[s+16+(((t[s+16>>2]|0)!=(n|0)&1)<<2)>>2]=e,!e)break e}else{if(t[u>>2]=e,e|0)break;t[2784]=t[2784]&~(1<>2]=s,r=n+16|0,u=t[r>>2]|0,u|0&&(t[e+16>>2]=u,t[u+24>>2]=e),r=t[r+4>>2]|0,!r)break;t[e+20>>2]=r,t[r+24>>2]=e}while(0);n=n+h|0,l=h+D|0}else l=D;if(n=n+4|0,t[n>>2]=t[n>>2]&-2,t[L+4>>2]=l|1,t[L+l>>2]=l,n=l>>>3,l>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=L,t[n+12>>2]=L,t[L+8>>2]=n,t[L+12>>2]=r;break}n=l>>>8;do if(!n)n=0;else{if(l>>>0>16777215){n=31;break}Me=(n+1048320|0)>>>16&8,Pe=n<>>16&4,Pe=Pe<>>16&2,n=14-(ft|Me|n)+(Pe<>>15)|0,n=l>>>(n+7|0)&1|n<<1}while(0);if(u=11436+(n<<2)|0,t[L+28>>2]=n,e=L+16|0,t[e+4>>2]=0,t[e>>2]=0,e=t[2784]|0,r=1<>2]=L,t[L+24>>2]=u,t[L+12>>2]=L,t[L+8>>2]=L;break}for(e=l<<((n|0)==31?0:25-(n>>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(l|0)){Me=194;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Me=193;break}}if((Me|0)==193){t[u>>2]=L,t[L+24>>2]=r,t[L+12>>2]=L,t[L+8>>2]=L;break}else if((Me|0)==194){Me=r+8|0,Pe=t[Me>>2]|0,t[Pe+12>>2]=L,t[Me>>2]=L,t[L+8>>2]=Pe,t[L+12>>2]=r,t[L+24>>2]=0;break}}else Pe=(t[2786]|0)+D|0,t[2786]=Pe,t[2789]=L,t[L+4>>2]=Pe|1;while(0);return Pe=k+8|0,m=Zt,Pe|0}for(n=11580;e=t[n>>2]|0,!(e>>>0<=S>>>0?(Pe=e+(t[n+4>>2]|0)|0,Pe>>>0>S>>>0):0);)n=t[n+8>>2]|0;l=Pe+-47|0,e=l+8|0,e=l+((e&7|0)==0?0:0-e&7)|0,l=S+16|0,e=e>>>0>>0?S:e,n=e+8|0,r=s+8|0,r=(r&7|0)==0?0:0-r&7,Me=s+r|0,r=h+-40-r|0,t[2789]=Me,t[2786]=r,t[Me+4>>2]=r|1,t[Me+r+4>>2]=40,t[2790]=t[2905],r=e+4|0,t[r>>2]=27,t[n>>2]=t[2895],t[n+4>>2]=t[2896],t[n+8>>2]=t[2897],t[n+12>>2]=t[2898],t[2895]=s,t[2896]=h,t[2898]=0,t[2897]=n,n=e+24|0;do Me=n,n=n+4|0,t[n>>2]=7;while((Me+8|0)>>>0>>0);if((e|0)!=(S|0)){if(s=e-S|0,t[r>>2]=t[r>>2]&-2,t[S+4>>2]=s|1,t[e>>2]=s,n=s>>>3,s>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=S,t[n+12>>2]=S,t[S+8>>2]=n,t[S+12>>2]=r;break}if(n=s>>>8,n?s>>>0>16777215?r=31:(Me=(n+1048320|0)>>>16&8,Pe=n<>>16&4,Pe=Pe<>>16&2,r=14-(ft|Me|r)+(Pe<>>15)|0,r=s>>>(r+7|0)&1|r<<1):r=0,u=11436+(r<<2)|0,t[S+28>>2]=r,t[S+20>>2]=0,t[l>>2]=0,n=t[2784]|0,e=1<>2]=S,t[S+24>>2]=u,t[S+12>>2]=S,t[S+8>>2]=S;break}for(e=s<<((r|0)==31?0:25-(r>>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(s|0)){Me=216;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Me=215;break}}if((Me|0)==215){t[u>>2]=S,t[S+24>>2]=r,t[S+12>>2]=S,t[S+8>>2]=S;break}else if((Me|0)==216){Me=r+8|0,Pe=t[Me>>2]|0,t[Pe+12>>2]=S,t[Me>>2]=S,t[S+8>>2]=Pe,t[S+12>>2]=r,t[S+24>>2]=0;break}}}else{Pe=t[2787]|0,(Pe|0)==0|s>>>0>>0&&(t[2787]=s),t[2895]=s,t[2896]=h,t[2898]=0,t[2792]=t[2901],t[2791]=-1,n=0;do Pe=11172+(n<<1<<2)|0,t[Pe+12>>2]=Pe,t[Pe+8>>2]=Pe,n=n+1|0;while((n|0)!=32);Pe=s+8|0,Pe=(Pe&7|0)==0?0:0-Pe&7,Me=s+Pe|0,Pe=h+-40-Pe|0,t[2789]=Me,t[2786]=Pe,t[Me+4>>2]=Pe|1,t[Me+Pe+4>>2]=40,t[2790]=t[2905]}while(0);if(n=t[2786]|0,n>>>0>I>>>0)return ft=n-I|0,t[2786]=ft,Pe=t[2789]|0,Me=Pe+I|0,t[2789]=Me,t[Me+4>>2]=ft|1,t[Pe+4>>2]=I|3,Pe=Pe+8|0,m=Zt,Pe|0}return t[(bv()|0)>>2]=12,Pe=0,m=Zt,Pe|0}function C_(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0;if(!!e){r=e+-8|0,l=t[2787]|0,e=t[e+-4>>2]|0,n=e&-8,S=r+n|0;do if(e&1)D=r,h=r;else{if(u=t[r>>2]|0,!(e&3)||(h=r+(0-u)|0,s=u+n|0,h>>>0>>0))return;if((h|0)==(t[2788]|0)){if(e=S+4|0,n=t[e>>2]|0,(n&3|0)!=3){D=h,n=s;break}t[2785]=s,t[e>>2]=n&-2,t[h+4>>2]=s|1,t[h+s>>2]=s;return}if(r=u>>>3,u>>>0<256)if(e=t[h+8>>2]|0,n=t[h+12>>2]|0,(n|0)==(e|0)){t[2783]=t[2783]&~(1<>2]=n,t[n+8>>2]=e,D=h,n=s;break}l=t[h+24>>2]|0,e=t[h+12>>2]|0;do if((e|0)==(h|0)){if(r=h+16|0,n=r+4|0,e=t[n>>2]|0,!e)if(e=t[r>>2]|0,e)n=r;else{e=0;break}for(;;){if(r=e+20|0,u=t[r>>2]|0,u|0){e=u,n=r;continue}if(r=e+16|0,u=t[r>>2]|0,u)e=u,n=r;else break}t[n>>2]=0}else D=t[h+8>>2]|0,t[D+12>>2]=e,t[e+8>>2]=D;while(0);if(l){if(n=t[h+28>>2]|0,r=11436+(n<<2)|0,(h|0)==(t[r>>2]|0)){if(t[r>>2]=e,!e){t[2784]=t[2784]&~(1<>2]|0)!=(h|0)&1)<<2)>>2]=e,!e){D=h,n=s;break}t[e+24>>2]=l,n=h+16|0,r=t[n>>2]|0,r|0&&(t[e+16>>2]=r,t[r+24>>2]=e),n=t[n+4>>2]|0,n?(t[e+20>>2]=n,t[n+24>>2]=e,D=h,n=s):(D=h,n=s)}else D=h,n=s}while(0);if(!(h>>>0>=S>>>0)&&(e=S+4|0,u=t[e>>2]|0,!!(u&1))){if(u&2)t[e>>2]=u&-2,t[D+4>>2]=n|1,t[h+n>>2]=n,l=n;else{if(e=t[2788]|0,(S|0)==(t[2789]|0)){if(S=(t[2786]|0)+n|0,t[2786]=S,t[2789]=D,t[D+4>>2]=S|1,(D|0)!=(e|0))return;t[2788]=0,t[2785]=0;return}if((S|0)==(e|0)){S=(t[2785]|0)+n|0,t[2785]=S,t[2788]=h,t[D+4>>2]=S|1,t[h+S>>2]=S;return}l=(u&-8)+n|0,r=u>>>3;do if(u>>>0<256)if(n=t[S+8>>2]|0,e=t[S+12>>2]|0,(e|0)==(n|0)){t[2783]=t[2783]&~(1<>2]=e,t[e+8>>2]=n;break}else{s=t[S+24>>2]|0,e=t[S+12>>2]|0;do if((e|0)==(S|0)){if(r=S+16|0,n=r+4|0,e=t[n>>2]|0,!e)if(e=t[r>>2]|0,e)n=r;else{r=0;break}for(;;){if(r=e+20|0,u=t[r>>2]|0,u|0){e=u,n=r;continue}if(r=e+16|0,u=t[r>>2]|0,u)e=u,n=r;else break}t[n>>2]=0,r=e}else r=t[S+8>>2]|0,t[r+12>>2]=e,t[e+8>>2]=r,r=e;while(0);if(s|0){if(e=t[S+28>>2]|0,n=11436+(e<<2)|0,(S|0)==(t[n>>2]|0)){if(t[n>>2]=r,!r){t[2784]=t[2784]&~(1<>2]|0)!=(S|0)&1)<<2)>>2]=r,!r)break;t[r+24>>2]=s,e=S+16|0,n=t[e>>2]|0,n|0&&(t[r+16>>2]=n,t[n+24>>2]=r),e=t[e+4>>2]|0,e|0&&(t[r+20>>2]=e,t[e+24>>2]=r)}}while(0);if(t[D+4>>2]=l|1,t[h+l>>2]=l,(D|0)==(t[2788]|0)){t[2785]=l;return}}if(e=l>>>3,l>>>0<256){r=11172+(e<<1<<2)|0,n=t[2783]|0,e=1<>2]|0):(t[2783]=n|e,e=r,n=r+8|0),t[n>>2]=D,t[e+12>>2]=D,t[D+8>>2]=e,t[D+12>>2]=r;return}e=l>>>8,e?l>>>0>16777215?e=31:(h=(e+1048320|0)>>>16&8,S=e<>>16&4,S=S<>>16&2,e=14-(s|h|e)+(S<>>15)|0,e=l>>>(e+7|0)&1|e<<1):e=0,u=11436+(e<<2)|0,t[D+28>>2]=e,t[D+20>>2]=0,t[D+16>>2]=0,n=t[2784]|0,r=1<>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(l|0)){e=73;break}if(u=r+16+(n>>>31<<2)|0,e=t[u>>2]|0,e)n=n<<1,r=e;else{e=72;break}}if((e|0)==72){t[u>>2]=D,t[D+24>>2]=r,t[D+12>>2]=D,t[D+8>>2]=D;break}else if((e|0)==73){h=r+8|0,S=t[h>>2]|0,t[S+12>>2]=D,t[h>>2]=D,t[D+8>>2]=S,t[D+12>>2]=r,t[D+24>>2]=0;break}}else t[2784]=n|r,t[u>>2]=D,t[D+24>>2]=u,t[D+12>>2]=D,t[D+8>>2]=D;while(0);if(S=(t[2791]|0)+-1|0,t[2791]=S,!S)e=11588;else return;for(;e=t[e>>2]|0,e;)e=e+8|0;t[2791]=-1}}}function xF(){return 11628}function RF(e){e=e|0;var n=0,r=0;return n=m,m=m+16|0,r=n,t[r>>2]=MF(t[e+60>>2]|0)|0,e=x_(Ou(6,r|0)|0)|0,m=n,e|0}function P8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0;I=m,m=m+48|0,L=I+16|0,s=I,l=I+32|0,D=e+28|0,u=t[D>>2]|0,t[l>>2]=u,S=e+20|0,u=(t[S>>2]|0)-u|0,t[l+4>>2]=u,t[l+8>>2]=n,t[l+12>>2]=r,u=u+r|0,h=e+60|0,t[s>>2]=t[h>>2],t[s+4>>2]=l,t[s+8>>2]=2,s=x_(mo(146,s|0)|0)|0;e:do if((u|0)!=(s|0)){for(n=2;!((s|0)<0);)if(u=u-s|0,Be=t[l+4>>2]|0,K=s>>>0>Be>>>0,l=K?l+8|0:l,n=(K<<31>>31)+n|0,Be=s-(K?Be:0)|0,t[l>>2]=(t[l>>2]|0)+Be,K=l+4|0,t[K>>2]=(t[K>>2]|0)-Be,t[L>>2]=t[h>>2],t[L+4>>2]=l,t[L+8>>2]=n,s=x_(mo(146,L|0)|0)|0,(u|0)==(s|0)){k=3;break e}t[e+16>>2]=0,t[D>>2]=0,t[S>>2]=0,t[e>>2]=t[e>>2]|32,(n|0)==2?r=0:r=r-(t[l+4>>2]|0)|0}else k=3;while(0);return(k|0)==3&&(Be=t[e+44>>2]|0,t[e+16>>2]=Be+(t[e+48>>2]|0),t[D>>2]=Be,t[S>>2]=Be),m=I,r|0}function AF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return l=m,m=m+32|0,s=l,u=l+20|0,t[s>>2]=t[e+60>>2],t[s+4>>2]=0,t[s+8>>2]=n,t[s+12>>2]=u,t[s+16>>2]=r,(x_(Li(140,s|0)|0)|0)<0?(t[u>>2]=-1,e=-1):e=t[u>>2]|0,m=l,e|0}function x_(e){return e=e|0,e>>>0>4294963200&&(t[(bv()|0)>>2]=0-e,e=-1),e|0}function bv(){return(OF()|0)+64|0}function OF(){return KE()|0}function KE(){return 2084}function MF(e){return e=e|0,e|0}function kF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;return l=m,m=m+32|0,u=l,t[e+36>>2]=1,((t[e>>2]&64|0)==0?(t[u>>2]=t[e+60>>2],t[u+4>>2]=21523,t[u+8>>2]=l+16,bo(54,u|0)|0):0)&&(c[e+75>>0]=-1),u=P8(e,n,r)|0,m=l,u|0}function I8(e,n){e=e|0,n=n|0;var r=0,u=0;if(r=c[e>>0]|0,u=c[n>>0]|0,r<<24>>24==0?1:r<<24>>24!=u<<24>>24)e=u;else{do e=e+1|0,n=n+1|0,r=c[e>>0]|0,u=c[n>>0]|0;while(!(r<<24>>24==0?1:r<<24>>24!=u<<24>>24));e=u}return(r&255)-(e&255)|0}function LF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;e:do if(!r)e=0;else{for(;u=c[e>>0]|0,l=c[n>>0]|0,u<<24>>24==l<<24>>24;)if(r=r+-1|0,r)e=e+1|0,n=n+1|0;else{e=0;break e}e=(u&255)-(l&255)|0}while(0);return e|0}function b8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0;ye=m,m=m+224|0,k=ye+120|0,I=ye+80|0,Be=ye,Te=ye+136|0,u=I,l=u+40|0;do t[u>>2]=0,u=u+4|0;while((u|0)<(l|0));return t[k>>2]=t[r>>2],(XE(0,n,k,Be,I)|0)<0?r=-1:((t[e+76>>2]|0)>-1?K=NF(e)|0:K=0,r=t[e>>2]|0,L=r&32,(c[e+74>>0]|0)<1&&(t[e>>2]=r&-33),u=e+48|0,t[u>>2]|0?r=XE(e,n,k,Be,I)|0:(l=e+44|0,s=t[l>>2]|0,t[l>>2]=Te,h=e+28|0,t[h>>2]=Te,D=e+20|0,t[D>>2]=Te,t[u>>2]=80,S=e+16|0,t[S>>2]=Te+80,r=XE(e,n,k,Be,I)|0,s&&(M_[t[e+36>>2]&7](e,0,0)|0,r=(t[D>>2]|0)==0?-1:r,t[l>>2]=s,t[u>>2]=0,t[S>>2]=0,t[h>>2]=0,t[D>>2]=0)),u=t[e>>2]|0,t[e>>2]=u|L,K|0&&FF(e),r=(u&32|0)==0?r:-1),m=ye,r|0}function XE(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0,Ze=0,Ge=0,ft=0,Me=0,Pe=0,Zt=0,Br=0,In=0,gn=0,_r=0,Pr=0,Ln=0;Ln=m,m=m+64|0,In=Ln+16|0,gn=Ln,Zt=Ln+24|0,_r=Ln+8|0,Pr=Ln+20|0,t[In>>2]=n,ft=(e|0)!=0,Me=Zt+40|0,Pe=Me,Zt=Zt+39|0,Br=_r+4|0,h=0,s=0,k=0;e:for(;;){do if((s|0)>-1)if((h|0)>(2147483647-s|0)){t[(bv()|0)>>2]=75,s=-1;break}else{s=h+s|0;break}while(0);if(h=c[n>>0]|0,h<<24>>24)D=n;else{Ge=87;break}t:for(;;){switch(h<<24>>24){case 37:{h=D,Ge=9;break t}case 0:{h=D;break t}default:}Ze=D+1|0,t[In>>2]=Ze,h=c[Ze>>0]|0,D=Ze}t:do if((Ge|0)==9)for(;;){if(Ge=0,(c[D+1>>0]|0)!=37)break t;if(h=h+1|0,D=D+2|0,t[In>>2]=D,(c[D>>0]|0)==37)Ge=9;else break}while(0);if(h=h-n|0,ft&&Y0(e,n,h),h|0){n=D;continue}S=D+1|0,h=(c[S>>0]|0)+-48|0,h>>>0<10?(Ze=(c[D+2>>0]|0)==36,ye=Ze?h:-1,k=Ze?1:k,S=Ze?D+3|0:S):ye=-1,t[In>>2]=S,h=c[S>>0]|0,D=(h<<24>>24)+-32|0;t:do if(D>>>0<32)for(L=0,I=h;;){if(h=1<>2]=S,h=c[S>>0]|0,D=(h<<24>>24)+-32|0,D>>>0>=32)break;I=h}else L=0;while(0);if(h<<24>>24==42){if(D=S+1|0,h=(c[D>>0]|0)+-48|0,h>>>0<10?(c[S+2>>0]|0)==36:0)t[l+(h<<2)>>2]=10,h=t[u+((c[D>>0]|0)+-48<<3)>>2]|0,k=1,S=S+3|0;else{if(k|0){s=-1;break}ft?(k=(t[r>>2]|0)+(4-1)&~(4-1),h=t[k>>2]|0,t[r>>2]=k+4,k=0,S=D):(h=0,k=0,S=D)}t[In>>2]=S,Ze=(h|0)<0,h=Ze?0-h|0:h,L=Ze?L|8192:L}else{if(h=B8(In)|0,(h|0)<0){s=-1;break}S=t[In>>2]|0}do if((c[S>>0]|0)==46){if((c[S+1>>0]|0)!=42){t[In>>2]=S+1,D=B8(In)|0,S=t[In>>2]|0;break}if(I=S+2|0,D=(c[I>>0]|0)+-48|0,D>>>0<10?(c[S+3>>0]|0)==36:0){t[l+(D<<2)>>2]=10,D=t[u+((c[I>>0]|0)+-48<<3)>>2]|0,S=S+4|0,t[In>>2]=S;break}if(k|0){s=-1;break e}ft?(Ze=(t[r>>2]|0)+(4-1)&~(4-1),D=t[Ze>>2]|0,t[r>>2]=Ze+4):D=0,t[In>>2]=I,S=I}else D=-1;while(0);for(Te=0;;){if(((c[S>>0]|0)+-65|0)>>>0>57){s=-1;break e}if(Ze=S+1|0,t[In>>2]=Ze,I=c[(c[S>>0]|0)+-65+(5178+(Te*58|0))>>0]|0,K=I&255,(K+-1|0)>>>0<8)Te=K,S=Ze;else break}if(!(I<<24>>24)){s=-1;break}Be=(ye|0)>-1;do if(I<<24>>24==19)if(Be){s=-1;break e}else Ge=49;else{if(Be){t[l+(ye<<2)>>2]=K,Be=u+(ye<<3)|0,ye=t[Be+4>>2]|0,Ge=gn,t[Ge>>2]=t[Be>>2],t[Ge+4>>2]=ye,Ge=49;break}if(!ft){s=0;break e}U8(gn,K,r)}while(0);if((Ge|0)==49?(Ge=0,!ft):0){h=0,n=Ze;continue}S=c[S>>0]|0,S=(Te|0)!=0&(S&15|0)==3?S&-33:S,Be=L&-65537,ye=(L&8192|0)==0?L:Be;t:do switch(S|0){case 110:switch((Te&255)<<24>>24){case 0:{t[t[gn>>2]>>2]=s,h=0,n=Ze;continue e}case 1:{t[t[gn>>2]>>2]=s,h=0,n=Ze;continue e}case 2:{h=t[gn>>2]|0,t[h>>2]=s,t[h+4>>2]=((s|0)<0)<<31>>31,h=0,n=Ze;continue e}case 3:{_[t[gn>>2]>>1]=s,h=0,n=Ze;continue e}case 4:{c[t[gn>>2]>>0]=s,h=0,n=Ze;continue e}case 6:{t[t[gn>>2]>>2]=s,h=0,n=Ze;continue e}case 7:{h=t[gn>>2]|0,t[h>>2]=s,t[h+4>>2]=((s|0)<0)<<31>>31,h=0,n=Ze;continue e}default:{h=0,n=Ze;continue e}}case 112:{S=120,D=D>>>0>8?D:8,n=ye|8,Ge=61;break}case 88:case 120:{n=ye,Ge=61;break}case 111:{S=gn,n=t[S>>2]|0,S=t[S+4>>2]|0,K=IF(n,S,Me)|0,Be=Pe-K|0,L=0,I=5642,D=(ye&8|0)==0|(D|0)>(Be|0)?D:Be+1|0,Be=ye,Ge=67;break}case 105:case 100:if(S=gn,n=t[S>>2]|0,S=t[S+4>>2]|0,(S|0)<0){n=R_(0,0,n|0,S|0)|0,S=tt,L=gn,t[L>>2]=n,t[L+4>>2]=S,L=1,I=5642,Ge=66;break t}else{L=(ye&2049|0)!=0&1,I=(ye&2048|0)==0?(ye&1|0)==0?5642:5644:5643,Ge=66;break t}case 117:{S=gn,L=0,I=5642,n=t[S>>2]|0,S=t[S+4>>2]|0,Ge=66;break}case 99:{c[Zt>>0]=t[gn>>2],n=Zt,L=0,I=5642,K=Me,S=1,D=Be;break}case 109:{S=bF(t[(bv()|0)>>2]|0)|0,Ge=71;break}case 115:{S=t[gn>>2]|0,S=S|0?S:5652,Ge=71;break}case 67:{t[_r>>2]=t[gn>>2],t[Br>>2]=0,t[gn>>2]=_r,K=-1,S=_r,Ge=75;break}case 83:{n=t[gn>>2]|0,D?(K=D,S=n,Ge=75):(_l(e,32,h,0,ye),n=0,Ge=84);break}case 65:case 71:case 70:case 69:case 97:case 103:case 102:case 101:{h=UF(e,+B[gn>>3],h,D,ye,S)|0,n=Ze;continue e}default:L=0,I=5642,K=Me,S=D,D=ye}while(0);t:do if((Ge|0)==61)ye=gn,Te=t[ye>>2]|0,ye=t[ye+4>>2]|0,K=PF(Te,ye,Me,S&32)|0,I=(n&8|0)==0|(Te|0)==0&(ye|0)==0,L=I?0:2,I=I?5642:5642+(S>>4)|0,Be=n,n=Te,S=ye,Ge=67;else if((Ge|0)==66)K=Bv(n,S,Me)|0,Be=ye,Ge=67;else if((Ge|0)==71)Ge=0,ye=BF(S,0,D)|0,Te=(ye|0)==0,n=S,L=0,I=5642,K=Te?S+D|0:ye,S=Te?D:ye-S|0,D=Be;else if((Ge|0)==75){for(Ge=0,I=S,n=0,D=0;L=t[I>>2]|0,!(!L||(D=j8(Pr,L)|0,(D|0)<0|D>>>0>(K-n|0)>>>0));)if(n=D+n|0,K>>>0>n>>>0)I=I+4|0;else break;if((D|0)<0){s=-1;break e}if(_l(e,32,h,n,ye),!n)n=0,Ge=84;else for(L=0;;){if(D=t[S>>2]|0,!D){Ge=84;break t}if(D=j8(Pr,D)|0,L=D+L|0,(L|0)>(n|0)){Ge=84;break t}if(Y0(e,Pr,D),L>>>0>=n>>>0){Ge=84;break}else S=S+4|0}}while(0);if((Ge|0)==67)Ge=0,S=(n|0)!=0|(S|0)!=0,ye=(D|0)!=0|S,S=((S^1)&1)+(Pe-K)|0,n=ye?K:Me,K=Me,S=ye?(D|0)>(S|0)?D:S:D,D=(D|0)>-1?Be&-65537:Be;else if((Ge|0)==84){Ge=0,_l(e,32,h,n,ye^8192),h=(h|0)>(n|0)?h:n,n=Ze;continue}Te=K-n|0,Be=(S|0)<(Te|0)?Te:S,ye=Be+L|0,h=(h|0)<(ye|0)?ye:h,_l(e,32,h,ye,D),Y0(e,I,L),_l(e,48,h,ye,D^65536),_l(e,48,Be,Te,0),Y0(e,n,Te),_l(e,32,h,ye,D^8192),n=Ze}e:do if((Ge|0)==87&&!e)if(!k)s=0;else{for(s=1;n=t[l+(s<<2)>>2]|0,!!n;)if(U8(u+(s<<3)|0,n,r),s=s+1|0,(s|0)>=10){s=1;break e}for(;;){if(t[l+(s<<2)>>2]|0){s=-1;break e}if(s=s+1|0,(s|0)>=10){s=1;break}}}while(0);return m=Ln,s|0}function NF(e){return e=e|0,0}function FF(e){e=e|0}function Y0(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]&32||KF(n,r,e)|0}function B8(e){e=e|0;var n=0,r=0,u=0;if(r=t[e>>2]|0,u=(c[r>>0]|0)+-48|0,u>>>0<10){n=0;do n=u+(n*10|0)|0,r=r+1|0,t[e>>2]=r,u=(c[r>>0]|0)+-48|0;while(u>>>0<10)}else n=0;return n|0}function U8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;e:do if(n>>>0<=20)do switch(n|0){case 9:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,t[e>>2]=n;break e}case 10:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,u=e,t[u>>2]=n,t[u+4>>2]=((n|0)<0)<<31>>31;break e}case 11:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,u=e,t[u>>2]=n,t[u+4>>2]=0;break e}case 12:{u=(t[r>>2]|0)+(8-1)&~(8-1),n=u,l=t[n>>2]|0,n=t[n+4>>2]|0,t[r>>2]=u+8,u=e,t[u>>2]=l,t[u+4>>2]=n;break e}case 13:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,u=(u&65535)<<16>>16,l=e,t[l>>2]=u,t[l+4>>2]=((u|0)<0)<<31>>31;break e}case 14:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,l=e,t[l>>2]=u&65535,t[l+4>>2]=0;break e}case 15:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,u=(u&255)<<24>>24,l=e,t[l>>2]=u,t[l+4>>2]=((u|0)<0)<<31>>31;break e}case 16:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,l=e,t[l>>2]=u&255,t[l+4>>2]=0;break e}case 17:{l=(t[r>>2]|0)+(8-1)&~(8-1),s=+B[l>>3],t[r>>2]=l+8,B[e>>3]=s;break e}case 18:{l=(t[r>>2]|0)+(8-1)&~(8-1),s=+B[l>>3],t[r>>2]=l+8,B[e>>3]=s;break e}default:break e}while(0);while(0)}function PF(e,n,r,u){if(e=e|0,n=n|0,r=r|0,u=u|0,!((e|0)==0&(n|0)==0))do r=r+-1|0,c[r>>0]=M[5694+(e&15)>>0]|0|u,e=A_(e|0,n|0,4)|0,n=tt;while(!((e|0)==0&(n|0)==0));return r|0}function IF(e,n,r){if(e=e|0,n=n|0,r=r|0,!((e|0)==0&(n|0)==0))do r=r+-1|0,c[r>>0]=e&7|48,e=A_(e|0,n|0,3)|0,n=tt;while(!((e|0)==0&(n|0)==0));return r|0}function Bv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;if(n>>>0>0|(n|0)==0&e>>>0>4294967295){for(;u=$E(e|0,n|0,10,0)|0,r=r+-1|0,c[r>>0]=u&255|48,u=e,e=ZE(e|0,n|0,10,0)|0,n>>>0>9|(n|0)==9&u>>>0>4294967295;)n=tt;n=e}else n=e;if(n)for(;r=r+-1|0,c[r>>0]=(n>>>0)%10|0|48,!(n>>>0<10);)n=(n>>>0)/10|0;return r|0}function bF(e){return e=e|0,WF(e,t[(qF()|0)+188>>2]|0)|0}function BF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;s=n&255,u=(r|0)!=0;e:do if(u&(e&3|0)!=0)for(l=n&255;;){if((c[e>>0]|0)==l<<24>>24){h=6;break e}if(e=e+1|0,r=r+-1|0,u=(r|0)!=0,!(u&(e&3|0)!=0)){h=5;break}}else h=5;while(0);(h|0)==5&&(u?h=6:r=0);e:do if((h|0)==6&&(l=n&255,(c[e>>0]|0)!=l<<24>>24)){u=lr(s,16843009)|0;t:do if(r>>>0>3){for(;s=t[e>>2]^u,!((s&-2139062144^-2139062144)&s+-16843009|0);)if(e=e+4|0,r=r+-4|0,r>>>0<=3){h=11;break t}}else h=11;while(0);if((h|0)==11&&!r){r=0;break}for(;;){if((c[e>>0]|0)==l<<24>>24)break e;if(e=e+1|0,r=r+-1|0,!r){r=0;break}}}while(0);return(r|0?e:0)|0}function _l(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0;if(h=m,m=m+256|0,s=h,(r|0)>(u|0)&(l&73728|0)==0){if(l=r-u|0,jv(s|0,n|0,(l>>>0<256?l:256)|0)|0,l>>>0>255){n=r-u|0;do Y0(e,s,256),l=l+-256|0;while(l>>>0>255);l=n&255}Y0(e,s,l)}m=h}function j8(e,n){return e=e|0,n=n|0,e?e=zF(e,n,0)|0:e=0,e|0}function UF(e,n,r,u,l,s){e=e|0,n=+n,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,L=0,k=0,I=0,K=0,Be=0,Te=0,ye=0,Ze=0,Ge=0,ft=0,Me=0,Pe=0,Zt=0,Br=0,In=0,gn=0,_r=0,Pr=0,Ln=0,uu=0;uu=m,m=m+560|0,S=uu+8|0,Ze=uu,Ln=uu+524|0,Pr=Ln,L=uu+512|0,t[Ze>>2]=0,_r=L+12|0,z8(n)|0,(tt|0)<0?(n=-n,In=1,Br=5659):(In=(l&2049|0)!=0&1,Br=(l&2048|0)==0?(l&1|0)==0?5660:5665:5662),z8(n)|0,gn=tt&2146435072;do if(gn>>>0<2146435072|(gn|0)==2146435072&0<0){if(Be=+jF(n,Ze)*2,h=Be!=0,h&&(t[Ze>>2]=(t[Ze>>2]|0)+-1),ft=s|32,(ft|0)==97){Te=s&32,K=(Te|0)==0?Br:Br+9|0,I=In|2,h=12-u|0;do if(u>>>0>11|(h|0)==0)n=Be;else{n=8;do h=h+-1|0,n=n*16;while((h|0)!=0);if((c[K>>0]|0)==45){n=-(n+(-Be-n));break}else{n=Be+n-n;break}}while(0);D=t[Ze>>2]|0,h=(D|0)<0?0-D|0:D,h=Bv(h,((h|0)<0)<<31>>31,_r)|0,(h|0)==(_r|0)&&(h=L+11|0,c[h>>0]=48),c[h+-1>>0]=(D>>31&2)+43,k=h+-2|0,c[k>>0]=s+15,L=(u|0)<1,S=(l&8|0)==0,h=Ln;do gn=~~n,D=h+1|0,c[h>>0]=M[5694+gn>>0]|Te,n=(n-+(gn|0))*16,((D-Pr|0)==1?!(S&(L&n==0)):0)?(c[D>>0]=46,h=h+2|0):h=D;while(n!=0);gn=h-Pr|0,Pr=_r-k|0,_r=(u|0)!=0&(gn+-2|0)<(u|0)?u+2|0:gn,h=Pr+I+_r|0,_l(e,32,r,h,l),Y0(e,K,I),_l(e,48,r,h,l^65536),Y0(e,Ln,gn),_l(e,48,_r-gn|0,0,0),Y0(e,k,Pr),_l(e,32,r,h,l^8192);break}D=(u|0)<0?6:u,h?(h=(t[Ze>>2]|0)+-28|0,t[Ze>>2]=h,n=Be*268435456):(n=Be,h=t[Ze>>2]|0),gn=(h|0)<0?S:S+288|0,S=gn;do Pe=~~n>>>0,t[S>>2]=Pe,S=S+4|0,n=(n-+(Pe>>>0))*1e9;while(n!=0);if((h|0)>0)for(L=gn,I=S;;){if(k=(h|0)<29?h:29,h=I+-4|0,h>>>0>=L>>>0){S=0;do Me=Y8(t[h>>2]|0,0,k|0)|0,Me=JE(Me|0,tt|0,S|0,0)|0,Pe=tt,Ge=$E(Me|0,Pe|0,1e9,0)|0,t[h>>2]=Ge,S=ZE(Me|0,Pe|0,1e9,0)|0,h=h+-4|0;while(h>>>0>=L>>>0);S&&(L=L+-4|0,t[L>>2]=S)}for(S=I;!(S>>>0<=L>>>0);)if(h=S+-4|0,!(t[h>>2]|0))S=h;else break;if(h=(t[Ze>>2]|0)-k|0,t[Ze>>2]=h,(h|0)>0)I=S;else break}else L=gn;if((h|0)<0){u=((D+25|0)/9|0)+1|0,ye=(ft|0)==102;do{if(Te=0-h|0,Te=(Te|0)<9?Te:9,L>>>0>>0){k=(1<>>Te,K=0,h=L;do Pe=t[h>>2]|0,t[h>>2]=(Pe>>>Te)+K,K=lr(Pe&k,I)|0,h=h+4|0;while(h>>>0>>0);h=(t[L>>2]|0)==0?L+4|0:L,K?(t[S>>2]=K,L=h,h=S+4|0):(L=h,h=S)}else L=(t[L>>2]|0)==0?L+4|0:L,h=S;S=ye?gn:L,S=(h-S>>2|0)>(u|0)?S+(u<<2)|0:h,h=(t[Ze>>2]|0)+Te|0,t[Ze>>2]=h}while((h|0)<0);h=L,u=S}else h=L,u=S;if(Pe=gn,h>>>0>>0){if(S=(Pe-h>>2)*9|0,k=t[h>>2]|0,k>>>0>=10){L=10;do L=L*10|0,S=S+1|0;while(k>>>0>=L>>>0)}}else S=0;if(ye=(ft|0)==103,Ge=(D|0)!=0,L=D-((ft|0)!=102?S:0)+((Ge&ye)<<31>>31)|0,(L|0)<(((u-Pe>>2)*9|0)+-9|0)){if(L=L+9216|0,Te=gn+4+(((L|0)/9|0)+-1024<<2)|0,L=((L|0)%9|0)+1|0,(L|0)<9){k=10;do k=k*10|0,L=L+1|0;while((L|0)!=9)}else k=10;if(I=t[Te>>2]|0,K=(I>>>0)%(k>>>0)|0,L=(Te+4|0)==(u|0),L&(K|0)==0)L=Te;else if(Be=(((I>>>0)/(k>>>0)|0)&1|0)==0?9007199254740992:9007199254740994,Me=(k|0)/2|0,n=K>>>0>>0?.5:L&(K|0)==(Me|0)?1:1.5,In&&(Me=(c[Br>>0]|0)==45,n=Me?-n:n,Be=Me?-Be:Be),L=I-K|0,t[Te>>2]=L,Be+n!=Be){if(Me=L+k|0,t[Te>>2]=Me,Me>>>0>999999999)for(S=Te;L=S+-4|0,t[S>>2]=0,L>>>0>>0&&(h=h+-4|0,t[h>>2]=0),Me=(t[L>>2]|0)+1|0,t[L>>2]=Me,Me>>>0>999999999;)S=L;else L=Te;if(S=(Pe-h>>2)*9|0,I=t[h>>2]|0,I>>>0>=10){k=10;do k=k*10|0,S=S+1|0;while(I>>>0>=k>>>0)}}else L=Te;L=L+4|0,L=u>>>0>L>>>0?L:u,Me=h}else L=u,Me=h;for(ft=L;;){if(ft>>>0<=Me>>>0){Ze=0;break}if(h=ft+-4|0,!(t[h>>2]|0))ft=h;else{Ze=1;break}}u=0-S|0;do if(ye)if(h=((Ge^1)&1)+D|0,(h|0)>(S|0)&(S|0)>-5?(k=s+-1|0,D=h+-1-S|0):(k=s+-2|0,D=h+-1|0),h=l&8,h)Te=h;else{if(Ze?(Zt=t[ft+-4>>2]|0,(Zt|0)!=0):0)if((Zt>>>0)%10|0)L=0;else{L=0,h=10;do h=h*10|0,L=L+1|0;while(!((Zt>>>0)%(h>>>0)|0|0))}else L=9;if(h=((ft-Pe>>2)*9|0)+-9|0,(k|32|0)==102){Te=h-L|0,Te=(Te|0)>0?Te:0,D=(D|0)<(Te|0)?D:Te,Te=0;break}else{Te=h+S-L|0,Te=(Te|0)>0?Te:0,D=(D|0)<(Te|0)?D:Te,Te=0;break}}else k=s,Te=l&8;while(0);if(ye=D|Te,I=(ye|0)!=0&1,K=(k|32|0)==102,K)Ge=0,h=(S|0)>0?S:0;else{if(h=(S|0)<0?u:S,h=Bv(h,((h|0)<0)<<31>>31,_r)|0,L=_r,(L-h|0)<2)do h=h+-1|0,c[h>>0]=48;while((L-h|0)<2);c[h+-1>>0]=(S>>31&2)+43,h=h+-2|0,c[h>>0]=k,Ge=h,h=L-h|0}if(h=In+1+D+I+h|0,_l(e,32,r,h,l),Y0(e,Br,In),_l(e,48,r,h,l^65536),K){k=Me>>>0>gn>>>0?gn:Me,Te=Ln+9|0,I=Te,K=Ln+8|0,L=k;do{if(S=Bv(t[L>>2]|0,0,Te)|0,(L|0)==(k|0))(S|0)==(Te|0)&&(c[K>>0]=48,S=K);else if(S>>>0>Ln>>>0){jv(Ln|0,48,S-Pr|0)|0;do S=S+-1|0;while(S>>>0>Ln>>>0)}Y0(e,S,I-S|0),L=L+4|0}while(L>>>0<=gn>>>0);if(ye|0&&Y0(e,5710,1),L>>>0>>0&(D|0)>0)for(;;){if(S=Bv(t[L>>2]|0,0,Te)|0,S>>>0>Ln>>>0){jv(Ln|0,48,S-Pr|0)|0;do S=S+-1|0;while(S>>>0>Ln>>>0)}if(Y0(e,S,(D|0)<9?D:9),L=L+4|0,S=D+-9|0,L>>>0>>0&(D|0)>9)D=S;else{D=S;break}}_l(e,48,D+9|0,9,0)}else{if(ye=Ze?ft:Me+4|0,(D|0)>-1){Ze=Ln+9|0,Te=(Te|0)==0,u=Ze,I=0-Pr|0,K=Ln+8|0,k=Me;do{S=Bv(t[k>>2]|0,0,Ze)|0,(S|0)==(Ze|0)&&(c[K>>0]=48,S=K);do if((k|0)==(Me|0)){if(L=S+1|0,Y0(e,S,1),Te&(D|0)<1){S=L;break}Y0(e,5710,1),S=L}else{if(S>>>0<=Ln>>>0)break;jv(Ln|0,48,S+I|0)|0;do S=S+-1|0;while(S>>>0>Ln>>>0)}while(0);Pr=u-S|0,Y0(e,S,(D|0)>(Pr|0)?Pr:D),D=D-Pr|0,k=k+4|0}while(k>>>0>>0&(D|0)>-1)}_l(e,48,D+18|0,18,0),Y0(e,Ge,_r-Ge|0)}_l(e,32,r,h,l^8192)}else Ln=(s&32|0)!=0,h=In+3|0,_l(e,32,r,h,l&-65537),Y0(e,Br,In),Y0(e,n!=n|!1?Ln?5686:5690:Ln?5678:5682,3),_l(e,32,r,h,l^8192);while(0);return m=uu,((h|0)<(r|0)?r:h)|0}function z8(e){e=+e;var n=0;return B[q>>3]=e,n=t[q>>2]|0,tt=t[q+4>>2]|0,n|0}function jF(e,n){return e=+e,n=n|0,+ +H8(e,n)}function H8(e,n){e=+e,n=n|0;var r=0,u=0,l=0;switch(B[q>>3]=e,r=t[q>>2]|0,u=t[q+4>>2]|0,l=A_(r|0,u|0,52)|0,l&2047){case 0:{e!=0?(e=+H8(e*18446744073709552e3,n),r=(t[n>>2]|0)+-64|0):r=0,t[n>>2]=r;break}case 2047:break;default:t[n>>2]=(l&2047)+-1022,t[q>>2]=r,t[q+4>>2]=u&-2146435073|1071644672,e=+B[q>>3]}return+e}function zF(e,n,r){e=e|0,n=n|0,r=r|0;do if(e){if(n>>>0<128){c[e>>0]=n,e=1;break}if(!(t[t[(HF()|0)+188>>2]>>2]|0))if((n&-128|0)==57216){c[e>>0]=n,e=1;break}else{t[(bv()|0)>>2]=84,e=-1;break}if(n>>>0<2048){c[e>>0]=n>>>6|192,c[e+1>>0]=n&63|128,e=2;break}if(n>>>0<55296|(n&-8192|0)==57344){c[e>>0]=n>>>12|224,c[e+1>>0]=n>>>6&63|128,c[e+2>>0]=n&63|128,e=3;break}if((n+-65536|0)>>>0<1048576){c[e>>0]=n>>>18|240,c[e+1>>0]=n>>>12&63|128,c[e+2>>0]=n>>>6&63|128,c[e+3>>0]=n&63|128,e=4;break}else{t[(bv()|0)>>2]=84,e=-1;break}}else e=1;while(0);return e|0}function HF(){return KE()|0}function qF(){return KE()|0}function WF(e,n){e=e|0,n=n|0;var r=0,u=0;for(u=0;;){if((M[5712+u>>0]|0)==(e|0)){e=2;break}if(r=u+1|0,(r|0)==87){r=5800,u=87,e=5;break}else u=r}if((e|0)==2&&(u?(r=5800,e=5):r=5800),(e|0)==5)for(;;){do 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KF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=r+16|0,l=t[u>>2]|0,l?s=5:XF(r)|0?u=0:(l=t[u>>2]|0,s=5);e:do if((s|0)==5){if(D=r+20|0,h=t[D>>2]|0,u=h,(l-h|0)>>>0>>0){u=M_[t[r+36>>2]&7](r,e,n)|0;break}t:do if((c[r+75>>0]|0)>-1){for(h=n;;){if(!h){s=0,l=e;break t}if(l=h+-1|0,(c[e+l>>0]|0)==10)break;h=l}if(u=M_[t[r+36>>2]&7](r,e,h)|0,u>>>0>>0)break e;s=h,l=e+h|0,n=n-h|0,u=t[D>>2]|0}else s=0,l=e;while(0);gr(u|0,l|0,n|0)|0,t[D>>2]=(t[D>>2]|0)+n,u=s+n|0}while(0);return u|0}function XF(e){e=e|0;var n=0,r=0;return n=e+74|0,r=c[n>>0]|0,c[n>>0]=r+255|r,n=t[e>>2]|0,n&8?(t[e>>2]=n|32,e=-1):(t[e+8>>2]=0,t[e+4>>2]=0,r=t[e+44>>2]|0,t[e+28>>2]=r,t[e+20>>2]=r,t[e+16>>2]=r+(t[e+48>>2]|0),e=0),e|0}function Ru(e,n){e=w(e),n=w(n);var r=0,u=0;r=q8(e)|0;do if((r&2147483647)>>>0<=2139095040){if(u=q8(n)|0,(u&2147483647)>>>0<=2139095040)if((u^r|0)<0){e=(r|0)<0?n:e;break}else{e=e>2]=e,t[q>>2]|0|0}function Qp(e,n){e=w(e),n=w(n);var r=0,u=0;r=W8(e)|0;do if((r&2147483647)>>>0<=2139095040){if(u=W8(n)|0,(u&2147483647)>>>0<=2139095040)if((u^r|0)<0){e=(r|0)<0?e:n;break}else{e=e>2]=e,t[q>>2]|0|0}function QE(e,n){e=w(e),n=w(n);var r=0,u=0,l=0,s=0,h=0,D=0,S=0,L=0;s=(T[q>>2]=e,t[q>>2]|0),D=(T[q>>2]=n,t[q>>2]|0),r=s>>>23&255,h=D>>>23&255,S=s&-2147483648,l=D<<1;e:do if((l|0)!=0?!((r|0)==255|((QF(n)|0)&2147483647)>>>0>2139095040):0){if(u=s<<1,u>>>0<=l>>>0)return n=w(e*w(0)),w((u|0)==(l|0)?n:e);if(r)u=s&8388607|8388608;else{if(r=s<<9,(r|0)>-1){u=r,r=0;do r=r+-1|0,u=u<<1;while((u|0)>-1)}else r=0;u=s<<1-r}if(h)D=D&8388607|8388608;else{if(s=D<<9,(s|0)>-1){l=0;do l=l+-1|0,s=s<<1;while((s|0)>-1)}else l=0;h=l,D=D<<1-l}l=u-D|0,s=(l|0)>-1;t:do if((r|0)>(h|0)){for(;;){if(s)if(l)u=l;else break;if(u=u<<1,r=r+-1|0,l=u-D|0,s=(l|0)>-1,(r|0)<=(h|0))break t}n=w(e*w(0));break e}while(0);if(s)if(l)u=l;else{n=w(e*w(0));break}if(u>>>0<8388608)do u=u<<1,r=r+-1|0;while(u>>>0<8388608);(r|0)>0?r=u+-8388608|r<<23:r=u>>>(1-r|0),n=(t[q>>2]=r|S,w(T[q>>2]))}else 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M=_C.concat(this._inflate[h2],this._inflate[X1]);this._inflate._readableState.endEmitted?(this._inflate.close(),this._inflate=null):(this._inflate[X1]=0,this._inflate[h2]=[],a&&this.params[`${_}_no_context_takeover`]&&this._inflate.reset()),c(null,M)})}_compress(o,a,c){let _=this._isServer?"server":"client";if(!this._deflate){let t=`${_}_max_window_bits`,M=typeof this.params[t]!="number"?ig.Z_DEFAULT_WINDOWBITS:this.params[t];this._deflate=ig.createDeflateRaw(Zr(qt({},this._options.zlibDeflateOptions),{windowBits:M})),this._deflate[X1]=0,this._deflate[h2]=[],this._deflate.on("error",Ib),this._deflate.on("data",Bb)}this._deflate[ug]=c,this._deflate.write(o),this._deflate.flush(ig.Z_SYNC_FLUSH,()=>{if(!this._deflate)return;let t=_C.concat(this._deflate[h2],this._deflate[X1]);a&&(t=t.slice(0,t.length-4)),this._deflate[ug]=null,this._deflate[X1]=0,this._deflate[h2]=[],a&&this.params[`${_}_no_context_takeover`]&&this._deflate.reset(),c(null,t)})}};gC.exports=DC;function Bb(i){this[h2].push(i),this[X1]+=i.length}function wC(i){if(this[X1]+=i.length,this[o4]._maxPayload<1||this[X1]<=this[o4]._maxPayload){this[h2].push(i);return}this[lw]=new RangeError("Max payload size exceeded"),this[lw][EC]=1009,this.removeListener("data",wC),this.reset()}function Ub(i){this[o4]._inflate=null,i[EC]=1007,this[ug](i)}});var aw=Ke((mV,sw)=>{"use strict";function SC(i){return i>=1e3&&i<=1014&&i!==1004&&i!==1005&&i!==1006||i>=3e3&&i<=4999}function TC(i){let o=i.length,a=0;for(;a=o||(i[a+1]&192)!=128||(i[a+2]&192)!=128||i[a]===224&&(i[a+1]&224)==128||i[a]===237&&(i[a+1]&224)==160)return!1;a+=3}else if((i[a]&248)==240){if(a+3>=o||(i[a+1]&192)!=128||(i[a+2]&192)!=128||(i[a+3]&192)!=128||i[a]===240&&(i[a+1]&240)==128||i[a]===244&&i[a+1]>143||i[a]>244)return!1;a+=4}else return!1;return!0}try{let i=require("utf-8-validate");typeof i=="object"&&(i=i.Validation.isValidUTF8),sw.exports={isValidStatusCode:SC,isValidUTF8(o){return 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this.haveLength()}getPayloadLength16(){if(this._bufferedBytes<2){this._loop=!1;return}return this._payloadLength=this.consume(2).readUInt16BE(0),this.haveLength()}getPayloadLength64(){if(this._bufferedBytes<8){this._loop=!1;return}let o=this.consume(8),a=o.readUInt32BE(0);return a>Math.pow(2,53-32)-1?(this._loop=!1,K0(RangeError,"Unsupported WebSocket frame: payload length > 2^53 - 1",!1,1009)):(this._payloadLength=a*Math.pow(2,32)+o.readUInt32BE(4),this.haveLength())}haveLength(){if(this._payloadLength&&this._opcode<8&&(this._totalPayloadLength+=this._payloadLength,this._totalPayloadLength>this._maxPayload&&this._maxPayload>0))return this._loop=!1,K0(RangeError,"Max payload size exceeded",!1,1009);this._masked?this._state=MC:this._state=cw}getMask(){if(this._bufferedBytes<4){this._loop=!1;return}this._mask=this.consume(4),this._state=cw}getData(o){let a=Hb;if(this._payloadLength){if(this._bufferedBytes7)return 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licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.0.0-experimental-51a3aa6af + * react.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler-tracing.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler-tracing.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.24.0 + * react-reconciler.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.24.0 + * react-reconciler.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v16.13.1 + * react.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v16.13.1 + * react.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +return plugin; +} +}; diff --git a/.yarn/plugins/@yarnpkg/plugin-version.cjs b/.yarn/plugins/@yarnpkg/plugin-version.cjs new file mode 100644 index 000000000..3da304b02 --- /dev/null +++ b/.yarn/plugins/@yarnpkg/plugin-version.cjs @@ -0,0 +1,550 @@ +/* eslint-disable */ +//prettier-ignore +module.exports = { +name: "@yarnpkg/plugin-version", +factory: function (require) { +var plugin=(()=>{var 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0?arguments[2]:NaN,C=arguments.length>3&&arguments[3]!==void 0?arguments[3]:Jf.DIRECTION_LTR;return k.call(this,L,N,C)}),$K({Config:o.Config,Node:o.Node,Layout:i("Layout",eX),Size:i("Size",C9),Value:i("Value",x9),getInstanceCount:function(){return o.getInstanceCount.apply(o,arguments)}},Jf)}});var R9=ce((exports,module)=>{(function(i,o){typeof define=="function"&&define.amd?define([],function(){return o}):typeof module=="object"&&module.exports?module.exports=o:(i.nbind=i.nbind||{}).init=o})(exports,function(Module,cb){typeof Module=="function"&&(cb=Module,Module={}),Module.onRuntimeInitialized=function(i,o){return function(){i&&i.apply(this,arguments);try{Module.ccall("nbind_init")}catch(f){o(f);return}o(null,{bind:Module._nbind_value,reflect:Module.NBind.reflect,queryType:Module.NBind.queryType,toggleLightGC:Module.toggleLightGC,lib:Module})}}(Module.onRuntimeInitialized,cb);var Module;Module||(Module=(typeof Module!="undefined"?Module:null)||{});var moduleOverrides={};for(var key in Module)Module.hasOwnProperty(key)&&(moduleOverrides[key]=Module[key]);var ENVIRONMENT_IS_WEB=!1,ENVIRONMENT_IS_WORKER=!1,ENVIRONMENT_IS_NODE=!1,ENVIRONMENT_IS_SHELL=!1;if(Module.ENVIRONMENT)if(Module.ENVIRONMENT==="WEB")ENVIRONMENT_IS_WEB=!0;else if(Module.ENVIRONMENT==="WORKER")ENVIRONMENT_IS_WORKER=!0;else if(Module.ENVIRONMENT==="NODE")ENVIRONMENT_IS_NODE=!0;else if(Module.ENVIRONMENT==="SHELL")ENVIRONMENT_IS_SHELL=!0;else throw new Error("The provided Module['ENVIRONMENT'] value is not valid. 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Where are we?";function globalEval(i){eval.call(null,i)}!Module.load&&Module.read&&(Module.load=function(o){globalEval(Module.read(o))}),Module.print||(Module.print=function(){}),Module.printErr||(Module.printErr=Module.print),Module.arguments||(Module.arguments=[]),Module.thisProgram||(Module.thisProgram="./this.program"),Module.quit||(Module.quit=function(i,o){throw o}),Module.print=Module.print,Module.printErr=Module.printErr,Module.preRun=[],Module.postRun=[];for(var key in moduleOverrides)moduleOverrides.hasOwnProperty(key)&&(Module[key]=moduleOverrides[key]);moduleOverrides=void 0;var Runtime={setTempRet0:function(i){return tempRet0=i,i},getTempRet0:function(){return tempRet0},stackSave:function(){return STACKTOP},stackRestore:function(i){STACKTOP=i},getNativeTypeSize:function(i){switch(i){case"i1":case"i8":return 1;case"i16":return 2;case"i32":return 4;case"i64":return 8;case"float":return 4;case"double":return 8;default:{if(i[i.length-1]==="*")return Runtime.QUANTUM_SIZE;if(i[0]==="i"){var o=parseInt(i.substr(1));return assert(o%8==0),o/8}else return 0}}},getNativeFieldSize:function(i){return Math.max(Runtime.getNativeTypeSize(i),Runtime.QUANTUM_SIZE)},STACK_ALIGN:16,prepVararg:function(i,o){return o==="double"||o==="i64"?i&7&&(assert((i&7)==4),i+=4):assert((i&3)==0),i},getAlignSize:function(i,o,f){return!f&&(i=="i64"||i=="double")?8:i?Math.min(o||(i?Runtime.getNativeFieldSize(i):0),Runtime.QUANTUM_SIZE):Math.min(o,8)},dynCall:function(i,o,f){return f&&f.length?Module["dynCall_"+i].apply(null,[o].concat(f)):Module["dynCall_"+i].call(null,o)},functionPointers:[],addFunction:function(i){for(var o=0;o>2],f=(o+i+15|0)&-16;if(HEAP32[DYNAMICTOP_PTR>>2]=f,f>=TOTAL_MEMORY){var p=enlargeMemory();if(!p)return HEAP32[DYNAMICTOP_PTR>>2]=o,0}return o},alignMemory:function(i,o){var f=i=Math.ceil(i/(o||16))*(o||16);return f},makeBigInt:function(i,o,f){var p=f?+(i>>>0)+ +(o>>>0)*4294967296:+(i>>>0)+ +(o|0)*4294967296;return p},GLOBAL_BASE:8,QUANTUM_SIZE:4,__dummy__:0};Module.Runtime=Runtime;var ABORT=0,EXITSTATUS=0;function assert(i,o){i||abort("Assertion failed: "+o)}function getCFunc(ident){var func=Module["_"+ident];if(!func)try{func=eval("_"+ident)}catch(i){}return assert(func,"Cannot call unknown function "+ident+" (perhaps LLVM optimizations or closure removed it?)"),func}var cwrap,ccall;(function(){var JSfuncs={stackSave:function(){Runtime.stackSave()},stackRestore:function(){Runtime.stackRestore()},arrayToC:function(i){var o=Runtime.stackAlloc(i.length);return writeArrayToMemory(i,o),o},stringToC:function(i){var o=0;if(i!=null&&i!==0){var f=(i.length<<2)+1;o=Runtime.stackAlloc(f),stringToUTF8(i,o,f)}return o}},toC={string:JSfuncs.stringToC,array:JSfuncs.arrayToC};ccall=function(o,f,p,E,t){var k=getCFunc(o),L=[],N=0;if(E)for(var C=0;C>0]=o;break;case"i8":HEAP8[i>>0]=o;break;case"i16":HEAP16[i>>1]=o;break;case"i32":HEAP32[i>>2]=o;break;case"i64":tempI64=[o>>>0,(tempDouble=o,+Math_abs(tempDouble)>=1?tempDouble>0?(Math_min(+Math_floor(tempDouble/4294967296),4294967295)|0)>>>0:~~+Math_ceil((tempDouble-+(~~tempDouble>>>0))/4294967296)>>>0:0)],HEAP32[i>>2]=tempI64[0],HEAP32[i+4>>2]=tempI64[1];break;case"float":HEAPF32[i>>2]=o;break;case"double":HEAPF64[i>>3]=o;break;default:abort("invalid type for setValue: "+f)}}Module.setValue=setValue;function getValue(i,o,f){switch(o=o||"i8",o.charAt(o.length-1)==="*"&&(o="i32"),o){case"i1":return HEAP8[i>>0];case"i8":return HEAP8[i>>0];case"i16":return HEAP16[i>>1];case"i32":return HEAP32[i>>2];case"i64":return HEAP32[i>>2];case"float":return HEAPF32[i>>2];case"double":return HEAPF64[i>>3];default:abort("invalid type for setValue: "+o)}return null}Module.getValue=getValue;var ALLOC_NORMAL=0,ALLOC_STACK=1,ALLOC_STATIC=2,ALLOC_DYNAMIC=3,ALLOC_NONE=4;Module.ALLOC_NORMAL=ALLOC_NORMAL,Module.ALLOC_STACK=ALLOC_STACK,Module.ALLOC_STATIC=ALLOC_STATIC,Module.ALLOC_DYNAMIC=ALLOC_DYNAMIC,Module.ALLOC_NONE=ALLOC_NONE;function allocate(i,o,f,p){var E,t;typeof i=="number"?(E=!0,t=i):(E=!1,t=i.length);var k=typeof o=="string"?o:null,L;if(f==ALLOC_NONE?L=p:L=[typeof _malloc=="function"?_malloc:Runtime.staticAlloc,Runtime.stackAlloc,Runtime.staticAlloc,Runtime.dynamicAlloc][f===void 0?ALLOC_STATIC:f](Math.max(t,k?1:o.length)),E){var p=L,N;for(assert((L&3)==0),N=L+(t&~3);p>2]=0;for(N=L+t;p>0]=0;return L}if(k==="i8")return i.subarray||i.slice?HEAPU8.set(i,L):HEAPU8.set(new Uint8Array(i),L),L;for(var C=0,U,q,W;C>0],f|=p,!(p==0&&!o||(E++,o&&E==o)););o||(o=E);var t="";if(f<128){for(var k=1024,L;o>0;)L=String.fromCharCode.apply(String,HEAPU8.subarray(i,i+Math.min(o,k))),t=t?t+L:L,i+=k,o-=k;return t}return Module.UTF8ToString(i)}Module.Pointer_stringify=Pointer_stringify;function AsciiToString(i){for(var o="";;){var f=HEAP8[i++>>0];if(!f)return o;o+=String.fromCharCode(f)}}Module.AsciiToString=AsciiToString;function stringToAscii(i,o){return writeAsciiToMemory(i,o,!1)}Module.stringToAscii=stringToAscii;var UTF8Decoder=typeof TextDecoder!="undefined"?new TextDecoder("utf8"):void 0;function UTF8ArrayToString(i,o){for(var f=o;i[f];)++f;if(f-o>16&&i.subarray&&UTF8Decoder)return UTF8Decoder.decode(i.subarray(o,f));for(var p,E,t,k,L,N,C="";;){if(p=i[o++],!p)return C;if(!(p&128)){C+=String.fromCharCode(p);continue}if(E=i[o++]&63,(p&224)==192){C+=String.fromCharCode((p&31)<<6|E);continue}if(t=i[o++]&63,(p&240)==224?p=(p&15)<<12|E<<6|t:(k=i[o++]&63,(p&248)==240?p=(p&7)<<18|E<<12|t<<6|k:(L=i[o++]&63,(p&252)==248?p=(p&3)<<24|E<<18|t<<12|k<<6|L:(N=i[o++]&63,p=(p&1)<<30|E<<24|t<<18|k<<12|L<<6|N))),p<65536)C+=String.fromCharCode(p);else{var U=p-65536;C+=String.fromCharCode(55296|U>>10,56320|U&1023)}}}Module.UTF8ArrayToString=UTF8ArrayToString;function UTF8ToString(i){return UTF8ArrayToString(HEAPU8,i)}Module.UTF8ToString=UTF8ToString;function stringToUTF8Array(i,o,f,p){if(!(p>0))return 0;for(var E=f,t=f+p-1,k=0;k=55296&&L<=57343&&(L=65536+((L&1023)<<10)|i.charCodeAt(++k)&1023),L<=127){if(f>=t)break;o[f++]=L}else if(L<=2047){if(f+1>=t)break;o[f++]=192|L>>6,o[f++]=128|L&63}else if(L<=65535){if(f+2>=t)break;o[f++]=224|L>>12,o[f++]=128|L>>6&63,o[f++]=128|L&63}else if(L<=2097151){if(f+3>=t)break;o[f++]=240|L>>18,o[f++]=128|L>>12&63,o[f++]=128|L>>6&63,o[f++]=128|L&63}else if(L<=67108863){if(f+4>=t)break;o[f++]=248|L>>24,o[f++]=128|L>>18&63,o[f++]=128|L>>12&63,o[f++]=128|L>>6&63,o[f++]=128|L&63}else{if(f+5>=t)break;o[f++]=252|L>>30,o[f++]=128|L>>24&63,o[f++]=128|L>>18&63,o[f++]=128|L>>12&63,o[f++]=128|L>>6&63,o[f++]=128|L&63}}return o[f]=0,f-E}Module.stringToUTF8Array=stringToUTF8Array;function stringToUTF8(i,o,f){return stringToUTF8Array(i,HEAPU8,o,f)}Module.stringToUTF8=stringToUTF8;function lengthBytesUTF8(i){for(var o=0,f=0;f=55296&&p<=57343&&(p=65536+((p&1023)<<10)|i.charCodeAt(++f)&1023),p<=127?++o:p<=2047?o+=2:p<=65535?o+=3:p<=2097151?o+=4:p<=67108863?o+=5:o+=6}return o}Module.lengthBytesUTF8=lengthBytesUTF8;var UTF16Decoder=typeof TextDecoder!="undefined"?new TextDecoder("utf-16le"):void 0;function demangle(i){var o=Module.___cxa_demangle||Module.__cxa_demangle;if(o){try{var f=i.substr(1),p=lengthBytesUTF8(f)+1,E=_malloc(p);stringToUTF8(f,E,p);var t=_malloc(4),k=o(E,0,0,t);if(getValue(t,"i32")===0&&k)return Pointer_stringify(k)}catch(L){}finally{E&&_free(E),t&&_free(t),k&&_free(k)}return i}return Runtime.warnOnce("warning: build with -s DEMANGLE_SUPPORT=1 to link in libcxxabi demangling"),i}function demangleAll(i){var o=/__Z[\w\d_]+/g;return i.replace(o,function(f){var p=demangle(f);return f===p?f:f+" ["+p+"]"})}function jsStackTrace(){var i=new Error;if(!i.stack){try{throw new Error(0)}catch(o){i=o}if(!i.stack)return"(no stack trace available)"}return i.stack.toString()}function stackTrace(){var i=jsStackTrace();return Module.extraStackTrace&&(i+=` +`+Module.extraStackTrace()),demangleAll(i)}Module.stackTrace=stackTrace;var HEAP,buffer,HEAP8,HEAPU8,HEAP16,HEAPU16,HEAP32,HEAPU32,HEAPF32,HEAPF64;function updateGlobalBufferViews(){Module.HEAP8=HEAP8=new Int8Array(buffer),Module.HEAP16=HEAP16=new Int16Array(buffer),Module.HEAP32=HEAP32=new Int32Array(buffer),Module.HEAPU8=HEAPU8=new Uint8Array(buffer),Module.HEAPU16=HEAPU16=new Uint16Array(buffer),Module.HEAPU32=HEAPU32=new Uint32Array(buffer),Module.HEAPF32=HEAPF32=new Float32Array(buffer),Module.HEAPF64=HEAPF64=new Float64Array(buffer)}var STATIC_BASE,STATICTOP,staticSealed,STACK_BASE,STACKTOP,STACK_MAX,DYNAMIC_BASE,DYNAMICTOP_PTR;STATIC_BASE=STATICTOP=STACK_BASE=STACKTOP=STACK_MAX=DYNAMIC_BASE=DYNAMICTOP_PTR=0,staticSealed=!1;function abortOnCannotGrowMemory(){abort("Cannot enlarge memory arrays. Either (1) compile with -s TOTAL_MEMORY=X with X higher than the current value "+TOTAL_MEMORY+", (2) compile with -s ALLOW_MEMORY_GROWTH=1 which allows increasing the size at runtime but prevents some optimizations, (3) set Module.TOTAL_MEMORY to a higher value before the program runs, or (4) if you want malloc to return NULL (0) instead of this abort, compile with -s ABORTING_MALLOC=0 ")}function enlargeMemory(){abortOnCannotGrowMemory()}var TOTAL_STACK=Module.TOTAL_STACK||5242880,TOTAL_MEMORY=Module.TOTAL_MEMORY||134217728;TOTAL_MEMORY0;){var o=i.shift();if(typeof o=="function"){o();continue}var f=o.func;typeof f=="number"?o.arg===void 0?Module.dynCall_v(f):Module.dynCall_vi(f,o.arg):f(o.arg===void 0?null:o.arg)}}var __ATPRERUN__=[],__ATINIT__=[],__ATMAIN__=[],__ATEXIT__=[],__ATPOSTRUN__=[],runtimeInitialized=!1,runtimeExited=!1;function preRun(){if(Module.preRun)for(typeof Module.preRun=="function"&&(Module.preRun=[Module.preRun]);Module.preRun.length;)addOnPreRun(Module.preRun.shift());callRuntimeCallbacks(__ATPRERUN__)}function ensureInitRuntime(){runtimeInitialized||(runtimeInitialized=!0,callRuntimeCallbacks(__ATINIT__))}function preMain(){callRuntimeCallbacks(__ATMAIN__)}function exitRuntime(){callRuntimeCallbacks(__ATEXIT__),runtimeExited=!0}function postRun(){if(Module.postRun)for(typeof Module.postRun=="function"&&(Module.postRun=[Module.postRun]);Module.postRun.length;)addOnPostRun(Module.postRun.shift());callRuntimeCallbacks(__ATPOSTRUN__)}function addOnPreRun(i){__ATPRERUN__.unshift(i)}Module.addOnPreRun=addOnPreRun;function addOnInit(i){__ATINIT__.unshift(i)}Module.addOnInit=addOnInit;function addOnPreMain(i){__ATMAIN__.unshift(i)}Module.addOnPreMain=addOnPreMain;function addOnExit(i){__ATEXIT__.unshift(i)}Module.addOnExit=addOnExit;function addOnPostRun(i){__ATPOSTRUN__.unshift(i)}Module.addOnPostRun=addOnPostRun;function intArrayFromString(i,o,f){var p=f>0?f:lengthBytesUTF8(i)+1,E=new Array(p),t=stringToUTF8Array(i,E,0,E.length);return o&&(E.length=t),E}Module.intArrayFromString=intArrayFromString;function intArrayToString(i){for(var o=[],f=0;f255&&(p&=255),o.push(String.fromCharCode(p))}return o.join("")}Module.intArrayToString=intArrayToString;function writeStringToMemory(i,o,f){Runtime.warnOnce("writeStringToMemory is deprecated and should not be called! 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E=t,f=[],p="setimmediate";window.addEventListener("message",t,!0),window.setImmediate=function(L){f.push(L),ENVIRONMENT_IS_WORKER?(Module.setImmediates===void 0&&(Module.setImmediates=[]),Module.setImmediates.push(L),window.postMessage({target:p})):window.postMessage(p,"*")}}Browser.mainLoop.scheduler=function(){window.setImmediate(Browser.mainLoop.runner)},Browser.mainLoop.method="immediate"}return 0}function _emscripten_get_now(){abort()}function _emscripten_set_main_loop(i,o,f,p,E){Module.noExitRuntime=!0,assert(!Browser.mainLoop.func,"emscripten_set_main_loop: there can only be one main loop function at once: call emscripten_cancel_main_loop to cancel the previous one before setting a new one with different parameters."),Browser.mainLoop.func=i,Browser.mainLoop.arg=p;var t;typeof p!="undefined"?t=function(){Module.dynCall_vi(i,p)}:t=function(){Module.dynCall_v(i)};var k=Browser.mainLoop.currentlyRunningMainloop;if(Browser.mainLoop.runner=function(){if(!ABORT){if(Browser.mainLoop.queue.length>0){var N=Date.now(),C=Browser.mainLoop.queue.shift();if(C.func(C.arg),Browser.mainLoop.remainingBlockers){var U=Browser.mainLoop.remainingBlockers,q=U%1==0?U-1:Math.floor(U);C.counted?Browser.mainLoop.remainingBlockers=q:(q=q+.5,Browser.mainLoop.remainingBlockers=(8*U+q)/9)}if(console.log('main loop blocker "'+C.name+'" took '+(Date.now()-N)+" ms"),Browser.mainLoop.updateStatus(),k1&&Browser.mainLoop.currentFrameNumber%Browser.mainLoop.timingValue!=0){Browser.mainLoop.scheduler();return}else Browser.mainLoop.timingMode==0&&(Browser.mainLoop.tickStartTime=_emscripten_get_now());Browser.mainLoop.method==="timeout"&&Module.ctx&&(Module.printErr("Looks like you are rendering without using requestAnimationFrame for the main loop. You should use 0 for the frame rate in emscripten_set_main_loop in order to use requestAnimationFrame, as that can greatly improve your frame rates!"),Browser.mainLoop.method=""),Browser.mainLoop.runIter(t),!(k0?_emscripten_set_main_loop_timing(0,1e3/o):_emscripten_set_main_loop_timing(1,1),Browser.mainLoop.scheduler()),f)throw"SimulateInfiniteLoop"}var Browser={mainLoop:{scheduler:null,method:"",currentlyRunningMainloop:0,func:null,arg:0,timingMode:0,timingValue:0,currentFrameNumber:0,queue:[],pause:function(){Browser.mainLoop.scheduler=null,Browser.mainLoop.currentlyRunningMainloop++},resume:function(){Browser.mainLoop.currentlyRunningMainloop++;var i=Browser.mainLoop.timingMode,o=Browser.mainLoop.timingValue,f=Browser.mainLoop.func;Browser.mainLoop.func=null,_emscripten_set_main_loop(f,0,!1,Browser.mainLoop.arg,!0),_emscripten_set_main_loop_timing(i,o),Browser.mainLoop.scheduler()},updateStatus:function(){if(Module.setStatus){var i=Module.statusMessage||"Please wait...",o=Browser.mainLoop.remainingBlockers,f=Browser.mainLoop.expectedBlockers;o?o=6;){var rt=le>>Ue-6&63;Ue-=6,Oe+=ze[rt]}return Ue==2?(Oe+=ze[(le&3)<<4],Oe+=pe+pe):Ue==4&&(Oe+=ze[(le&15)<<2],Oe+=pe),Oe}m.src="data:audio/x-"+k.substr(-3)+";base64,"+he(t),U(m)},m.src=ne,Browser.safeSetTimeout(function(){U(m)},1e4)}else return q()},Module.preloadPlugins.push(o);function f(){Browser.pointerLock=document.pointerLockElement===Module.canvas||document.mozPointerLockElement===Module.canvas||document.webkitPointerLockElement===Module.canvas||document.msPointerLockElement===Module.canvas}var p=Module.canvas;p&&(p.requestPointerLock=p.requestPointerLock||p.mozRequestPointerLock||p.webkitRequestPointerLock||p.msRequestPointerLock||function(){},p.exitPointerLock=document.exitPointerLock||document.mozExitPointerLock||document.webkitExitPointerLock||document.msExitPointerLock||function(){},p.exitPointerLock=p.exitPointerLock.bind(document),document.addEventListener("pointerlockchange",f,!1),document.addEventListener("mozpointerlockchange",f,!1),document.addEventListener("webkitpointerlockchange",f,!1),document.addEventListener("mspointerlockchange",f,!1),Module.elementPointerLock&&p.addEventListener("click",function(E){!Browser.pointerLock&&Module.canvas.requestPointerLock&&(Module.canvas.requestPointerLock(),E.preventDefault())},!1))},createContext:function(i,o,f,p){if(o&&Module.ctx&&i==Module.canvas)return Module.ctx;var E,t;if(o){var k={antialias:!1,alpha:!1};if(p)for(var L in p)k[L]=p[L];t=GL.createContext(i,k),t&&(E=GL.getContext(t).GLctx)}else E=i.getContext("2d");return E?(f&&(o||assert(typeof GLctx=="undefined","cannot set in module if GLctx is used, but we are a non-GL context that would replace it"),Module.ctx=E,o&&GL.makeContextCurrent(t),Module.useWebGL=o,Browser.moduleContextCreatedCallbacks.forEach(function(N){N()}),Browser.init()),E):null},destroyContext:function(i,o,f){},fullscreenHandlersInstalled:!1,lockPointer:void 0,resizeCanvas:void 0,requestFullscreen:function(i,o,f){Browser.lockPointer=i,Browser.resizeCanvas=o,Browser.vrDevice=f,typeof Browser.lockPointer=="undefined"&&(Browser.lockPointer=!0),typeof Browser.resizeCanvas=="undefined"&&(Browser.resizeCanvas=!1),typeof Browser.vrDevice=="undefined"&&(Browser.vrDevice=null);var p=Module.canvas;function E(){Browser.isFullscreen=!1;var k=p.parentNode;(document.fullscreenElement||document.mozFullScreenElement||document.msFullscreenElement||document.webkitFullscreenElement||document.webkitCurrentFullScreenElement)===k?(p.exitFullscreen=document.exitFullscreen||document.cancelFullScreen||document.mozCancelFullScreen||document.msExitFullscreen||document.webkitCancelFullScreen||function(){},p.exitFullscreen=p.exitFullscreen.bind(document),Browser.lockPointer&&p.requestPointerLock(),Browser.isFullscreen=!0,Browser.resizeCanvas&&Browser.setFullscreenCanvasSize()):(k.parentNode.insertBefore(p,k),k.parentNode.removeChild(k),Browser.resizeCanvas&&Browser.setWindowedCanvasSize()),Module.onFullScreen&&Module.onFullScreen(Browser.isFullscreen),Module.onFullscreen&&Module.onFullscreen(Browser.isFullscreen),Browser.updateCanvasDimensions(p)}Browser.fullscreenHandlersInstalled||(Browser.fullscreenHandlersInstalled=!0,document.addEventListener("fullscreenchange",E,!1),document.addEventListener("mozfullscreenchange",E,!1),document.addEventListener("webkitfullscreenchange",E,!1),document.addEventListener("MSFullscreenChange",E,!1));var t=document.createElement("div");p.parentNode.insertBefore(t,p),t.appendChild(p),t.requestFullscreen=t.requestFullscreen||t.mozRequestFullScreen||t.msRequestFullscreen||(t.webkitRequestFullscreen?function(){t.webkitRequestFullscreen(Element.ALLOW_KEYBOARD_INPUT)}:null)||(t.webkitRequestFullScreen?function(){t.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT)}:null),f?t.requestFullscreen({vrDisplay:f}):t.requestFullscreen()},requestFullScreen:function(i,o,f){return Module.printErr("Browser.requestFullScreen() is deprecated. Please call Browser.requestFullscreen instead."),Browser.requestFullScreen=function(p,E,t){return Browser.requestFullscreen(p,E,t)},Browser.requestFullscreen(i,o,f)},nextRAF:0,fakeRequestAnimationFrame:function(i){var o=Date.now();if(Browser.nextRAF===0)Browser.nextRAF=o+1e3/60;else for(;o+2>=Browser.nextRAF;)Browser.nextRAF+=1e3/60;var f=Math.max(Browser.nextRAF-o,0);setTimeout(i,f)},requestAnimationFrame:function(o){typeof window=="undefined"?Browser.fakeRequestAnimationFrame(o):(window.requestAnimationFrame||(window.requestAnimationFrame=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||window.msRequestAnimationFrame||window.oRequestAnimationFrame||Browser.fakeRequestAnimationFrame),window.requestAnimationFrame(o))},safeCallback:function(i){return function(){if(!ABORT)return i.apply(null,arguments)}},allowAsyncCallbacks:!0,queuedAsyncCallbacks:[],pauseAsyncCallbacks:function(){Browser.allowAsyncCallbacks=!1},resumeAsyncCallbacks:function(){if(Browser.allowAsyncCallbacks=!0,Browser.queuedAsyncCallbacks.length>0){var i=Browser.queuedAsyncCallbacks;Browser.queuedAsyncCallbacks=[],i.forEach(function(o){o()})}},safeRequestAnimationFrame:function(i){return Browser.requestAnimationFrame(function(){ABORT||(Browser.allowAsyncCallbacks?i():Browser.queuedAsyncCallbacks.push(i))})},safeSetTimeout:function(i,o){return Module.noExitRuntime=!0,setTimeout(function(){ABORT||(Browser.allowAsyncCallbacks?i():Browser.queuedAsyncCallbacks.push(i))},o)},safeSetInterval:function(i,o){return Module.noExitRuntime=!0,setInterval(function(){ABORT||Browser.allowAsyncCallbacks&&i()},o)},getMimetype:function(i){return{jpg:"image/jpeg",jpeg:"image/jpeg",png:"image/png",bmp:"image/bmp",ogg:"audio/ogg",wav:"audio/wav",mp3:"audio/mpeg"}[i.substr(i.lastIndexOf(".")+1)]},getUserMedia:function(i){window.getUserMedia||(window.getUserMedia=navigator.getUserMedia||navigator.mozGetUserMedia),window.getUserMedia(i)},getMovementX:function(i){return i.movementX||i.mozMovementX||i.webkitMovementX||0},getMovementY:function(i){return i.movementY||i.mozMovementY||i.webkitMovementY||0},getMouseWheelDelta:function(i){var o=0;switch(i.type){case"DOMMouseScroll":o=i.detail;break;case"mousewheel":o=i.wheelDelta;break;case"wheel":o=i.deltaY;break;default:throw"unrecognized mouse wheel event: "+i.type}return o},mouseX:0,mouseY:0,mouseMovementX:0,mouseMovementY:0,touches:{},lastTouches:{},calculateMouseEvent:function(i){if(Browser.pointerLock)i.type!="mousemove"&&"mozMovementX"in i?Browser.mouseMovementX=Browser.mouseMovementY=0:(Browser.mouseMovementX=Browser.getMovementX(i),Browser.mouseMovementY=Browser.getMovementY(i)),typeof SDL!="undefined"?(Browser.mouseX=SDL.mouseX+Browser.mouseMovementX,Browser.mouseY=SDL.mouseY+Browser.mouseMovementY):(Browser.mouseX+=Browser.mouseMovementX,Browser.mouseY+=Browser.mouseMovementY);else{var o=Module.canvas.getBoundingClientRect(),f=Module.canvas.width,p=Module.canvas.height,E=typeof window.scrollX!="undefined"?window.scrollX:window.pageXOffset,t=typeof window.scrollY!="undefined"?window.scrollY:window.pageYOffset;if(i.type==="touchstart"||i.type==="touchend"||i.type==="touchmove"){var k=i.touch;if(k===void 0)return;var L=k.pageX-(E+o.left),N=k.pageY-(t+o.top);L=L*(f/o.width),N=N*(p/o.height);var C={x:L,y:N};if(i.type==="touchstart")Browser.lastTouches[k.identifier]=C,Browser.touches[k.identifier]=C;else if(i.type==="touchend"||i.type==="touchmove"){var U=Browser.touches[k.identifier];U||(U=C),Browser.lastTouches[k.identifier]=U,Browser.touches[k.identifier]=C}return}var q=i.pageX-(E+o.left),W=i.pageY-(t+o.top);q=q*(f/o.width),W=W*(p/o.height),Browser.mouseMovementX=q-Browser.mouseX,Browser.mouseMovementY=W-Browser.mouseY,Browser.mouseX=q,Browser.mouseY=W}},asyncLoad:function(i,o,f,p){var E=p?"":getUniqueRunDependency("al "+i);Module.readAsync(i,function(t){assert(t,'Loading data file "'+i+'" failed (no arrayBuffer).'),o(new Uint8Array(t)),E&&removeRunDependency(E)},function(t){if(f)f();else throw'Loading data file "'+i+'" failed.'}),E&&addRunDependency(E)},resizeListeners:[],updateResizeListeners:function(){var i=Module.canvas;Browser.resizeListeners.forEach(function(o){o(i.width,i.height)})},setCanvasSize:function(i,o,f){var p=Module.canvas;Browser.updateCanvasDimensions(p,i,o),f||Browser.updateResizeListeners()},windowedWidth:0,windowedHeight:0,setFullscreenCanvasSize:function(){if(typeof SDL!="undefined"){var i=HEAPU32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2];i=i|8388608,HEAP32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2]=i}Browser.updateResizeListeners()},setWindowedCanvasSize:function(){if(typeof SDL!="undefined"){var i=HEAPU32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2];i=i&~8388608,HEAP32[SDL.screen+Runtime.QUANTUM_SIZE*0>>2]=i}Browser.updateResizeListeners()},updateCanvasDimensions:function(i,o,f){o&&f?(i.widthNative=o,i.heightNative=f):(o=i.widthNative,f=i.heightNative);var p=o,E=f;if(Module.forcedAspectRatio&&Module.forcedAspectRatio>0&&(p/E>2];return o},getStr:function(){var i=Pointer_stringify(SYSCALLS.get());return i},get64:function(){var i=SYSCALLS.get(),o=SYSCALLS.get();return i>=0?assert(o===0):assert(o===-1),i},getZero:function(){assert(SYSCALLS.get()===0)}};function ___syscall6(i,o){SYSCALLS.varargs=o;try{var f=SYSCALLS.getStreamFromFD();return FS.close(f),0}catch(p){return(typeof FS=="undefined"||!(p instanceof FS.ErrnoError))&&abort(p),-p.errno}}function ___syscall54(i,o){SYSCALLS.varargs=o;try{return 0}catch(f){return(typeof FS=="undefined"||!(f instanceof FS.ErrnoError))&&abort(f),-f.errno}}function _typeModule(i){var o=[[0,1,"X"],[1,1,"const X"],[128,1,"X *"],[256,1,"X &"],[384,1,"X &&"],[512,1,"std::shared_ptr"],[640,1,"std::unique_ptr"],[5120,1,"std::vector"],[6144,2,"std::array"],[9216,-1,"std::function"]];function f(N,C,U,q,W,ne){if(C==1){var m=q&896;(m==128||m==256||m==384)&&(N="X const")}var we;return ne?we=U.replace("X",N).replace("Y",W):we=N.replace("X",U).replace("Y",W),we.replace(/([*&]) (?=[*&])/g,"$1")}function p(N,C,U,q,W){throw new Error(N+" type "+U.replace("X",C+"?")+(q?" with flag "+q:"")+" in "+W)}function E(N,C,U,q,W,ne,m,we){ne===void 0&&(ne="X"),we===void 0&&(we=1);var Se=U(N);if(Se)return Se;var he=q(N),ge=he.placeholderFlag,ze=o[ge];m&&ze&&(ne=f(m[2],m[0],ne,ze[0],"?",!0));var pe;ge==0&&(pe="Unbound"),ge>=10&&(pe="Corrupt"),we>20&&(pe="Deeply nested"),pe&&p(pe,N,ne,ge,W||"?");var Oe=he.paramList[0],le=E(Oe,C,U,q,W,ne,ze,we+1),Ue,Ge={flags:ze[0],id:N,name:"",paramList:[le]},rt=[],wt="?";switch(he.placeholderFlag){case 1:Ue=le.spec;break;case 2:if((le.flags&15360)==1024&&le.spec.ptrSize==1){Ge.flags=7168;break}case 3:case 6:case 5:Ue=le.spec,(le.flags&15360)!=2048;break;case 8:wt=""+he.paramList[1],Ge.paramList.push(he.paramList[1]);break;case 9:for(var xt=0,$e=he.paramList[1];xt<$e.length;xt++){var ft=$e[xt],Ke=E(ft,C,U,q,W,ne,ze,we+1);rt.push(Ke.name),Ge.paramList.push(Ke)}wt=rt.join(", ");break;default:break}if(Ge.name=f(ze[2],ze[0],le.name,le.flags,wt),Ue){for(var jt=0,$t=Object.keys(Ue);jt<$t.length;jt++){var at=$t[jt];Ge[at]=Ge[at]||Ue[at]}Ge.flags|=Ue.flags}return t(C,Ge)}function t(N,C){var U=C.flags,q=U&896,W=U&15360;return!C.name&&W==1024&&(C.ptrSize==1?C.name=(U&16?"":(U&8?"un":"")+"signed ")+"char":C.name=(U&8?"u":"")+(U&32?"float":"int")+(C.ptrSize*8+"_t")),C.ptrSize==8&&!(U&32)&&(W=64),W==2048&&(q==512||q==640?W=4096:q&&(W=3072)),N(W,C)}var k=function(){function N(C){this.id=C.id,this.name=C.name,this.flags=C.flags,this.spec=C}return N.prototype.toString=function(){return this.name},N}(),L={Type:k,getComplexType:E,makeType:t,structureList:o};return i.output=L,i.output||L}function __nbind_register_type(i,o){var f=_nbind.readAsciiString(o),p={flags:10240,id:i,name:f};_nbind.makeType(_nbind.constructType,p)}function __nbind_register_callback_signature(i,o){var f=_nbind.readTypeIdList(i,o),p=_nbind.callbackSignatureList.length;return _nbind.callbackSignatureList[p]=_nbind.makeJSCaller(f),p}function __extends(i,o){for(var f in o)o.hasOwnProperty(f)&&(i[f]=o[f]);function p(){this.constructor=i}p.prototype=o.prototype,i.prototype=new p}function __nbind_register_class(i,o,f,p,E,t,k){var L=_nbind.readAsciiString(k),N=_nbind.readPolicyList(o),C=HEAPU32.subarray(i/4,i/4+2),U={flags:2048|(N.Value?2:0),id:C[0],name:L},q=_nbind.makeType(_nbind.constructType,U);q.ptrType=_nbind.getComplexType(C[1],_nbind.constructType,_nbind.getType,_nbind.queryType),q.destroy=_nbind.makeMethodCaller(q.ptrType,{boundID:U.id,flags:0,name:"destroy",num:0,ptr:t,title:q.name+".free",typeList:["void","uint32_t","uint32_t"]}),E&&(q.superIdList=Array.prototype.slice.call(HEAPU32.subarray(f/4,f/4+E)),q.upcastList=Array.prototype.slice.call(HEAPU32.subarray(p/4,p/4+E))),Module[q.name]=q.makeBound(N),_nbind.BindClass.list.push(q)}function _removeAccessorPrefix(i){var o=/^[Gg]et_?([A-Z]?([A-Z]?))/;return i.replace(o,function(f,p,E){return E?p:p.toLowerCase()})}function __nbind_register_function(i,o,f,p,E,t,k,L,N,C){var U=_nbind.getType(i),q=_nbind.readPolicyList(o),W=_nbind.readTypeIdList(f,p),ne;if(k==5)ne=[{direct:E,name:"__nbindConstructor",ptr:0,title:U.name+" constructor",typeList:["uint32_t"].concat(W.slice(1))},{direct:t,name:"__nbindValueConstructor",ptr:0,title:U.name+" value constructor",typeList:["void","uint32_t"].concat(W.slice(1))}];else{var m=_nbind.readAsciiString(L),we=(U.name&&U.name+".")+m;(k==3||k==4)&&(m=_removeAccessorPrefix(m)),ne=[{boundID:i,direct:t,name:m,ptr:E,title:we,typeList:W}]}for(var Se=0,he=ne;Se>2]=i),i}function _llvm_stacksave(){var i=_llvm_stacksave;return i.LLVM_SAVEDSTACKS||(i.LLVM_SAVEDSTACKS=[]),i.LLVM_SAVEDSTACKS.push(Runtime.stackSave()),i.LLVM_SAVEDSTACKS.length-1}function ___syscall140(i,o){SYSCALLS.varargs=o;try{var f=SYSCALLS.getStreamFromFD(),p=SYSCALLS.get(),E=SYSCALLS.get(),t=SYSCALLS.get(),k=SYSCALLS.get(),L=E;return FS.llseek(f,L,k),HEAP32[t>>2]=f.position,f.getdents&&L===0&&k===0&&(f.getdents=null),0}catch(N){return(typeof FS=="undefined"||!(N instanceof FS.ErrnoError))&&abort(N),-N.errno}}function ___syscall146(i,o){SYSCALLS.varargs=o;try{var f=SYSCALLS.get(),p=SYSCALLS.get(),E=SYSCALLS.get(),t=0;___syscall146.buffer||(___syscall146.buffers=[null,[],[]],___syscall146.printChar=function(U,q){var W=___syscall146.buffers[U];assert(W),q===0||q===10?((U===1?Module.print:Module.printErr)(UTF8ArrayToString(W,0)),W.length=0):W.push(q)});for(var k=0;k>2],N=HEAP32[p+(k*8+4)>>2],C=0;Ci.pageSize/2||o>i.pageSize-f){var p=_nbind.typeNameTbl.NBind.proto;return p.lalloc(o)}else return HEAPU32[i.usedPtr]=f+o,i.rootPtr+f},i.lreset=function(o,f){var p=HEAPU32[i.pagePtr];if(p){var E=_nbind.typeNameTbl.NBind.proto;E.lreset(o,f)}else HEAPU32[i.usedPtr]=o},i}();_nbind.Pool=Pool;function constructType(i,o){var f=i==10240?_nbind.makeTypeNameTbl[o.name]||_nbind.BindType:_nbind.makeTypeKindTbl[i],p=new f(o);return typeIdTbl[o.id]=p,_nbind.typeNameTbl[o.name]=p,p}_nbind.constructType=constructType;function getType(i){return typeIdTbl[i]}_nbind.getType=getType;function queryType(i){var o=HEAPU8[i],f=_nbind.structureList[o][1];i/=4,f<0&&(++i,f=HEAPU32[i]+1);var p=Array.prototype.slice.call(HEAPU32.subarray(i+1,i+1+f));return o==9&&(p=[p[0],p.slice(1)]),{paramList:p,placeholderFlag:o}}_nbind.queryType=queryType;function getTypes(i,o){return i.map(function(f){return typeof f=="number"?_nbind.getComplexType(f,constructType,getType,queryType,o):_nbind.typeNameTbl[f]})}_nbind.getTypes=getTypes;function readTypeIdList(i,o){return Array.prototype.slice.call(HEAPU32,i/4,i/4+o)}_nbind.readTypeIdList=readTypeIdList;function readAsciiString(i){for(var o=i;HEAPU8[o++];);return String.fromCharCode.apply("",HEAPU8.subarray(i,o-1))}_nbind.readAsciiString=readAsciiString;function readPolicyList(i){var o={};if(i)for(;;){var f=HEAPU32[i/4];if(!f)break;o[readAsciiString(f)]=!0,i+=4}return o}_nbind.readPolicyList=readPolicyList;function getDynCall(i,o){var f={float32_t:"d",float64_t:"d",int64_t:"d",uint64_t:"d",void:"v"},p=i.map(function(t){return 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PrimitiveType=function(i){__extends(o,i);function o(f){var p=i.call(this,f)||this,E=f.flags&32?{32:HEAPF32,64:HEAPF64}:f.flags&8?{8:HEAPU8,16:HEAPU16,32:HEAPU32}:{8:HEAP8,16:HEAP16,32:HEAP32};return p.heap=E[f.ptrSize*8],p.ptrSize=f.ptrSize,p}return o.prototype.needsWireWrite=function(f){return!!f&&!!f.Strict},o.prototype.makeWireWrite=function(f,p){return p&&p.Strict&&function(E){if(typeof E=="number")return E;throw new Error("Type mismatch")}},o}(BindType);_nbind.PrimitiveType=PrimitiveType;function pushCString(i,o){if(i==null){if(o&&o.Nullable)return 0;throw new Error("Type mismatch")}if(o&&o.Strict){if(typeof i!="string")throw new Error("Type mismatch")}else i=i.toString();var f=Module.lengthBytesUTF8(i)+1,p=_nbind.Pool.lalloc(f);return Module.stringToUTF8Array(i,HEAPU8,p,f),p}_nbind.pushCString=pushCString;function popCString(i){return i===0?null:Module.Pointer_stringify(i)}_nbind.popCString=popCString;var CStringType=function(i){__extends(o,i);function o(){var 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Zs(e,n){e=e|0,n=n|0;var r=0,u=0;u=m,m=m+16|0,r=u,e||(t[r>>2]=n,sr(0,5,3197,r)),m=u}function K0(e){e=e|0,x_(e),t[2277]=(t[2277]|0)+-1}function $s(e,n){e=e|0,n=n|0;var r=0;n?(Iu(e,(mu(e)|0)==0,2629),r=1):(r=0,n=0),t[e+964>>2]=n,t[e+988>>2]=r}function ka(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,s=u+8|0,l=u+4|0,h=u,t[l>>2]=n,Iu(e,(t[n+944>>2]|0)==0,2709),Iu(e,(t[e+964>>2]|0)==0,2763),cs(e),n=e+948|0,t[h>>2]=(t[n>>2]|0)+(r<<2),t[s>>2]=t[h>>2],w0(n,s,l)|0,t[(t[l>>2]|0)+944>>2]=e,Gn(e),m=u}function cs(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;if(r=mu(e)|0,r|0?(t[(yi(e,0)|0)+944>>2]|0)!=(e|0):0){u=t[(t[e+976>>2]|0)+12>>2]|0,l=e+948|0,s=(u|0)==0,n=0;do h=t[(t[l>>2]|0)+(n<<2)>>2]|0,D=mi(h)|0,t[(t[l>>2]|0)+(n<<2)>>2]=D,t[D+944>>2]=e,s||$E[u&15](h,D,e,n),n=n+1|0;while((n|0)!=(r|0))}}function w0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0,Qe=0,We=0;Qe=m,m=m+64|0,P=Qe+52|0,D=Qe+48|0,K=Qe+28|0,Pe=Qe+24|0,Ee=Qe+20|0,ve=Qe,u=t[e>>2]|0,s=u,n=u+((t[n>>2]|0)-s>>2<<2)|0,u=e+4|0,l=t[u>>2]|0,h=e+8|0;do if(l>>>0<(t[h>>2]|0)>>>0){if((n|0)==(l|0)){t[n>>2]=t[r>>2],t[u>>2]=(t[u>>2]|0)+4;break}Ur(e,n,l,n+4|0),n>>>0<=r>>>0&&(r=(t[u>>2]|0)>>>0>r>>>0?r+4|0:r),t[n>>2]=t[r>>2]}else{u=(l-s>>2)+1|0,l=x0(e)|0,l>>>0>>0&&li(e),O=t[e>>2]|0,M=(t[h>>2]|0)-O|0,s=M>>1,Y(ve,M>>2>>>0>>1>>>0?s>>>0>>0?u:s:l,n-O>>2,e+8|0),O=ve+8|0,u=t[O>>2]|0,s=ve+12|0,M=t[s>>2]|0,h=M,S=u;do if((u|0)==(M|0)){if(M=ve+4|0,u=t[M>>2]|0,We=t[ve>>2]|0,l=We,u>>>0<=We>>>0){u=h-l>>1,u=(u|0)==0?1:u,Y(K,u,u>>>2,t[ve+16>>2]|0),t[Pe>>2]=t[M>>2],t[Ee>>2]=t[O>>2],t[D>>2]=t[Pe>>2],t[P>>2]=t[Ee>>2],hi(K,D,P),u=t[ve>>2]|0,t[ve>>2]=t[K>>2],t[K>>2]=u,u=K+4|0,We=t[M>>2]|0,t[M>>2]=t[u>>2],t[u>>2]=We,u=K+8|0,We=t[O>>2]|0,t[O>>2]=t[u>>2],t[u>>2]=We,u=K+12|0,We=t[s>>2]|0,t[s>>2]=t[u>>2],t[u>>2]=We,Jr(K),u=t[O>>2]|0;break}s=u,h=((s-l>>2)+1|0)/-2|0,D=u+(h<<2)|0,l=S-s|0,s=l>>2,s&&(Iy(D|0,u|0,l|0)|0,u=t[M>>2]|0),We=D+(s<<2)|0,t[O>>2]=We,t[M>>2]=u+(h<<2),u=We}while(0);t[u>>2]=t[r>>2],t[O>>2]=(t[O>>2]|0)+4,n=lt(e,ve,n)|0,Jr(ve)}while(0);return m=Qe,n|0}function Gn(e){e=e|0;var n=0;do{if(n=e+984|0,p[n>>0]|0)break;p[n>>0]=1,C[e+504>>2]=w(le),e=t[e+944>>2]|0}while((e|0)!=0)}function ic(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-4-u|0)>>>2)<<2)),yt(r))}function ri(e){return e=e|0,t[e+944>>2]|0}function Gr(e){e=e|0,Iu(e,(t[e+964>>2]|0)!=0,2832),Gn(e)}function Yl(e){return e=e|0,(p[e+984>>0]|0)!=0|0}function ea(e,n){e=e|0,n=n|0,MI(e,n,400)|0&&(pr(e|0,n|0,400)|0,Gn(e))}function lf(e){e=e|0;var n=St;return n=w(C[e+44>>2]),e=Me(n)|0,w(e?w(0):n)}function Ns(e){e=e|0;var n=St;return n=w(C[e+48>>2]),Me(n)|0&&(n=p[(t[e+976>>2]|0)+2>>0]|0?w(1):w(0)),w(n)}function Ma(e,n){e=e|0,n=n|0,t[e+980>>2]=n}function Ls(e){return e=e|0,t[e+980>>2]|0}function h0(e,n){e=e|0,n=n|0;var r=0;r=e+4|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function Fs(e){return e=e|0,t[e+4>>2]|0}function Ni(e,n){e=e|0,n=n|0;var r=0;r=e+8|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function B(e){return e=e|0,t[e+8>>2]|0}function z(e,n){e=e|0,n=n|0;var r=0;r=e+12|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function G(e){return e=e|0,t[e+12>>2]|0}function $(e,n){e=e|0,n=n|0;var r=0;r=e+16|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function De(e){return e=e|0,t[e+16>>2]|0}function me(e,n){e=e|0,n=n|0;var r=0;r=e+20|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function xe(e){return e=e|0,t[e+20>>2]|0}function Z(e,n){e=e|0,n=n|0;var r=0;r=e+24|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function ke(e){return e=e|0,t[e+24>>2]|0}function Xe(e,n){e=e|0,n=n|0;var r=0;r=e+28|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function ht(e){return e=e|0,t[e+28>>2]|0}function ie(e,n){e=e|0,n=n|0;var r=0;r=e+32|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function qe(e){return e=e|0,t[e+32>>2]|0}function tt(e,n){e=e|0,n=n|0;var r=0;r=e+36|0,(t[r>>2]|0)!=(n|0)&&(t[r>>2]=n,Gn(e))}function Tt(e){return e=e|0,t[e+36>>2]|0}function kt(e,n){e=e|0,n=w(n);var r=0;r=e+40|0,w(C[r>>2])!=n&&(C[r>>2]=n,Gn(e))}function bt(e,n){e=e|0,n=w(n);var r=0;r=e+44|0,w(C[r>>2])!=n&&(C[r>>2]=n,Gn(e))}function on(e,n){e=e|0,n=w(n);var r=0;r=e+48|0,w(C[r>>2])!=n&&(C[r>>2]=n,Gn(e))}function tn(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+52|0,l=e+56|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function Lt(e,n){e=e|0,n=w(n);var r=0,u=0;u=e+52|0,r=e+56|0,(w(C[u>>2])==n?(t[r>>2]|0)==2:0)||(C[u>>2]=n,u=Me(n)|0,t[r>>2]=u?3:2,Gn(e))}function gn(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+52|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function lr(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=(s^1)&1,l=e+132+(n<<3)|0,n=e+132+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function Qn(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=s?0:2,l=e+132+(n<<3)|0,n=e+132+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function _r(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=n+132+(r<<3)|0,n=t[u+4>>2]|0,r=e,t[r>>2]=t[u>>2],t[r+4>>2]=n}function Cn(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=(s^1)&1,l=e+60+(n<<3)|0,n=e+60+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function Ar(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=s?0:2,l=e+60+(n<<3)|0,n=e+60+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function v0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=n+60+(r<<3)|0,n=t[u+4>>2]|0,r=e,t[r>>2]=t[u>>2],t[r+4>>2]=n}function Rr(e,n){e=e|0,n=n|0;var r=0;r=e+60+(n<<3)+4|0,(t[r>>2]|0)!=3&&(C[e+60+(n<<3)>>2]=w(le),t[r>>2]=3,Gn(e))}function nt(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=(s^1)&1,l=e+204+(n<<3)|0,n=e+204+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function _t(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=s?0:2,l=e+204+(n<<3)|0,n=e+204+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function Ze(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=n+204+(r<<3)|0,n=t[u+4>>2]|0,r=e,t[r>>2]=t[u>>2],t[r+4>>2]=n}function Ft(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0,s=0;s=Me(r)|0,u=(s^1)&1,l=e+276+(n<<3)|0,n=e+276+(n<<3)+4|0,(s|w(C[l>>2])==r?(t[n>>2]|0)==(u|0):0)||(C[l>>2]=r,t[n>>2]=u,Gn(e))}function nn(e,n){return e=e|0,n=n|0,w(C[e+276+(n<<3)>>2])}function sn(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+348|0,l=e+352|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function Yn(e,n){e=e|0,n=w(n);var r=0,u=0;u=e+348|0,r=e+352|0,(w(C[u>>2])==n?(t[r>>2]|0)==2:0)||(C[u>>2]=n,u=Me(n)|0,t[r>>2]=u?3:2,Gn(e))}function yr(e){e=e|0;var n=0;n=e+352|0,(t[n>>2]|0)!=3&&(C[e+348>>2]=w(le),t[n>>2]=3,Gn(e))}function nu(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+348|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function Cu(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+356|0,l=e+360|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function S0(e,n){e=e|0,n=w(n);var r=0,u=0;u=e+356|0,r=e+360|0,(w(C[u>>2])==n?(t[r>>2]|0)==2:0)||(C[u>>2]=n,u=Me(n)|0,t[r>>2]=u?3:2,Gn(e))}function X0(e){e=e|0;var n=0;n=e+360|0,(t[n>>2]|0)!=3&&(C[e+356>>2]=w(le),t[n>>2]=3,Gn(e))}function xu(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+356|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function di(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+364|0,l=e+368|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function ko(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=s?0:2,u=e+364|0,l=e+368|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function Zo(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+364|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function sf(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+372|0,l=e+376|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function gl(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=s?0:2,u=e+372|0,l=e+376|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function af(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+372|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function Mo(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+380|0,l=e+384|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function ds(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=s?0:2,u=e+380|0,l=e+384|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function bs(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+380|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function No(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=(s^1)&1,u=e+388|0,l=e+392|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function Lo(e,n){e=e|0,n=w(n);var r=0,u=0,l=0,s=0;s=Me(n)|0,r=s?0:2,u=e+388|0,l=e+392|0,(s|w(C[u>>2])==n?(t[l>>2]|0)==(r|0):0)||(C[u>>2]=n,t[l>>2]=r,Gn(e))}function ps(e,n){e=e|0,n=n|0;var r=0,u=0;u=n+388|0,r=t[u+4>>2]|0,n=e,t[n>>2]=t[u>>2],t[n+4>>2]=r}function Vu(e,n){e=e|0,n=w(n);var r=0;r=e+396|0,w(C[r>>2])!=n&&(C[r>>2]=n,Gn(e))}function yu(e){return e=e|0,w(C[e+396>>2])}function pi(e){return e=e|0,w(C[e+400>>2])}function T0(e){return e=e|0,w(C[e+404>>2])}function Q0(e){return e=e|0,w(C[e+408>>2])}function Fo(e){return e=e|0,w(C[e+412>>2])}function ta(e){return e=e|0,w(C[e+416>>2])}function Kl(e){return e=e|0,w(C[e+420>>2])}function Ki(e,n){switch(e=e|0,n=n|0,Iu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(C[e+424+(n<<2)>>2])}function Yr(e,n){switch(e=e|0,n=n|0,Iu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(C[e+448+(n<<2)>>2])}function fo(e,n){switch(e=e|0,n=n|0,Iu(e,(n|0)<6,2918),n|0){case 0:{n=(t[e+496>>2]|0)==2?5:4;break}case 2:{n=(t[e+496>>2]|0)==2?4:5;break}default:}return w(C[e+472+(n<<2)>>2])}function Oi(e,n){e=e|0,n=n|0;var r=0,u=St;return r=t[e+4>>2]|0,(r|0)==(t[n+4>>2]|0)?r?(u=w(C[e>>2]),e=w(jt(w(u-w(C[n>>2]))))>2]=0,t[u+4>>2]=0,t[u+8>>2]=0,Y0(u|0,e|0,n|0,0),sr(e,3,(p[u+11>>0]|0)<0?t[u>>2]|0:u,r),eB(u),m=r}function J0(e,n,r,u){e=w(e),n=w(n),r=r|0,u=u|0;var l=St;e=w(e*n),l=w(YE(e,w(1)));do if(gi(l,w(0))|0)e=w(e-l);else{if(e=w(e-l),gi(l,w(1))|0){e=w(e+w(1));break}if(r){e=w(e+w(1));break}u||(l>w(.5)?l=w(1):(u=gi(l,w(.5))|0,l=w(u?1:0)),e=w(e+l))}while(0);return w(e/n)}function Z0(e,n,r,u,l,s,h,D,S,M,O,P,K){e=e|0,n=w(n),r=r|0,u=w(u),l=l|0,s=w(s),h=h|0,D=w(D),S=w(S),M=w(M),O=w(O),P=w(P),K=K|0;var Pe=0,Ee=St,ve=St,Qe=St,We=St,st=St,Re=St;return S>2]),Ee!=w(0)):0)?(Qe=w(J0(n,Ee,0,0)),We=w(J0(u,Ee,0,0)),ve=w(J0(s,Ee,0,0)),Ee=w(J0(D,Ee,0,0))):(ve=s,Qe=n,Ee=D,We=u),(l|0)==(e|0)?Pe=gi(ve,Qe)|0:Pe=0,(h|0)==(r|0)?K=gi(Ee,We)|0:K=0,((Pe?0:(st=w(n-O),!(Te(e,st,S)|0)))?!(et(e,st,l,S)|0):0)?Pe=Ve(e,st,l,s,S)|0:Pe=1,((K?0:(Re=w(u-P),!(Te(r,Re,M)|0)))?!(et(r,Re,h,M)|0):0)?K=Ve(r,Re,h,D,M)|0:K=1,K=Pe&K),K|0}function Te(e,n,r){return e=e|0,n=w(n),r=w(r),(e|0)==1?e=gi(n,r)|0:e=0,e|0}function et(e,n,r,u){return e=e|0,n=w(n),r=r|0,u=w(u),(e|0)==2&(r|0)==0?n>=u?e=1:e=gi(n,u)|0:e=0,e|0}function Ve(e,n,r,u,l){return e=e|0,n=w(n),r=r|0,u=w(u),l=w(l),(e|0)==2&(r|0)==2&u>n?l<=n?e=1:e=gi(n,l)|0:e=0,e|0}function Gt(e,n,r,u,l,s,h,D,S,M,O){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=s|0,h=w(h),D=w(D),S=S|0,M=M|0,O=O|0;var P=0,K=0,Pe=0,Ee=0,ve=St,Qe=St,We=0,st=0,Re=0,Fe=0,Qt=0,Lr=0,Nn=0,mn=0,hr=0,kr=0,On=0,Zi=St,ts=St,ns=St,rs=0,Xs=0;On=m,m=m+160|0,mn=On+152|0,Nn=On+120|0,Lr=On+104|0,Re=On+72|0,Ee=On+56|0,Qt=On+8|0,st=On,Fe=(t[2279]|0)+1|0,t[2279]=Fe,hr=e+984|0,((p[hr>>0]|0)!=0?(t[e+512>>2]|0)!=(t[2278]|0):0)?We=4:(t[e+516>>2]|0)==(u|0)?kr=0:We=4,(We|0)==4&&(t[e+520>>2]=0,t[e+924>>2]=-1,t[e+928>>2]=-1,C[e+932>>2]=w(-1),C[e+936>>2]=w(-1),kr=1);e:do if(t[e+964>>2]|0)if(ve=w(Yt(e,2,h)),Qe=w(Yt(e,0,h)),P=e+916|0,ns=w(C[P>>2]),ts=w(C[e+920>>2]),Zi=w(C[e+932>>2]),Z0(l,n,s,r,t[e+924>>2]|0,ns,t[e+928>>2]|0,ts,Zi,w(C[e+936>>2]),ve,Qe,O)|0)We=22;else if(Pe=t[e+520>>2]|0,!Pe)We=21;else for(K=0;;){if(P=e+524+(K*24|0)|0,Zi=w(C[P>>2]),ts=w(C[e+524+(K*24|0)+4>>2]),ns=w(C[e+524+(K*24|0)+16>>2]),Z0(l,n,s,r,t[e+524+(K*24|0)+8>>2]|0,Zi,t[e+524+(K*24|0)+12>>2]|0,ts,ns,w(C[e+524+(K*24|0)+20>>2]),ve,Qe,O)|0){We=22;break e}if(K=K+1|0,K>>>0>=Pe>>>0){We=21;break}}else{if(S){if(P=e+916|0,!(gi(w(C[P>>2]),n)|0)){We=21;break}if(!(gi(w(C[e+920>>2]),r)|0)){We=21;break}if((t[e+924>>2]|0)!=(l|0)){We=21;break}P=(t[e+928>>2]|0)==(s|0)?P:0,We=22;break}if(Pe=t[e+520>>2]|0,!Pe)We=21;else for(K=0;;){if(P=e+524+(K*24|0)|0,((gi(w(C[P>>2]),n)|0?gi(w(C[e+524+(K*24|0)+4>>2]),r)|0:0)?(t[e+524+(K*24|0)+8>>2]|0)==(l|0):0)?(t[e+524+(K*24|0)+12>>2]|0)==(s|0):0){We=22;break e}if(K=K+1|0,K>>>0>=Pe>>>0){We=21;break}}}while(0);do if((We|0)==21)p[11697]|0?(P=0,We=28):(P=0,We=31);else if((We|0)==22){if(K=(p[11697]|0)!=0,!((P|0)!=0&(kr^1)))if(K){We=28;break}else{We=31;break}Ee=P+16|0,t[e+908>>2]=t[Ee>>2],Pe=P+20|0,t[e+912>>2]=t[Pe>>2],(p[11698]|0)==0|K^1||(t[st>>2]=Br(Fe)|0,t[st+4>>2]=Fe,sr(e,4,2972,st),K=t[e+972>>2]|0,K|0&&M1[K&127](e),l=wn(l,S)|0,s=wn(s,S)|0,Xs=+w(C[Ee>>2]),rs=+w(C[Pe>>2]),t[Qt>>2]=l,t[Qt+4>>2]=s,U[Qt+8>>3]=+n,U[Qt+16>>3]=+r,U[Qt+24>>3]=Xs,U[Qt+32>>3]=rs,t[Qt+40>>2]=M,sr(e,4,2989,Qt))}while(0);return(We|0)==28&&(K=Br(Fe)|0,t[Ee>>2]=K,t[Ee+4>>2]=Fe,t[Ee+8>>2]=kr?3047:11699,sr(e,4,3038,Ee),K=t[e+972>>2]|0,K|0&&M1[K&127](e),Qt=wn(l,S)|0,We=wn(s,S)|0,t[Re>>2]=Qt,t[Re+4>>2]=We,U[Re+8>>3]=+n,U[Re+16>>3]=+r,t[Re+24>>2]=M,sr(e,4,3049,Re),We=31),(We|0)==31&&(fu(e,n,r,u,l,s,h,D,S,O),p[11697]|0&&(K=t[2279]|0,Qt=Br(K)|0,t[Lr>>2]=Qt,t[Lr+4>>2]=K,t[Lr+8>>2]=kr?3047:11699,sr(e,4,3083,Lr),K=t[e+972>>2]|0,K|0&&M1[K&127](e),Qt=wn(l,S)|0,Lr=wn(s,S)|0,rs=+w(C[e+908>>2]),Xs=+w(C[e+912>>2]),t[Nn>>2]=Qt,t[Nn+4>>2]=Lr,U[Nn+8>>3]=rs,U[Nn+16>>3]=Xs,t[Nn+24>>2]=M,sr(e,4,3092,Nn)),t[e+516>>2]=u,P||(K=e+520|0,P=t[K>>2]|0,(P|0)==16&&(p[11697]|0&&sr(e,4,3124,mn),t[K>>2]=0,P=0),S?P=e+916|0:(t[K>>2]=P+1,P=e+524+(P*24|0)|0),C[P>>2]=n,C[P+4>>2]=r,t[P+8>>2]=l,t[P+12>>2]=s,t[P+16>>2]=t[e+908>>2],t[P+20>>2]=t[e+912>>2],P=0)),S&&(t[e+416>>2]=t[e+908>>2],t[e+420>>2]=t[e+912>>2],p[e+985>>0]=1,p[hr>>0]=0),t[2279]=(t[2279]|0)+-1,t[e+512>>2]=t[2278],m=On,kr|(P|0)==0|0}function Yt(e,n,r){e=e|0,n=n|0,r=w(r);var u=St;return u=w(Li(e,n,r)),w(u+w(A0(e,n,r)))}function sr(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=m,m=m+16|0,l=s,t[l>>2]=u,e?u=t[e+976>>2]|0:u=0,Ps(u,e,n,r,l),m=s}function Br(e){return e=e|0,(e>>>0>60?3201:3201+(60-e)|0)|0}function wn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+32|0,r=l+12|0,u=l,t[r>>2]=t[254],t[r+4>>2]=t[255],t[r+8>>2]=t[256],t[u>>2]=t[257],t[u+4>>2]=t[258],t[u+8>>2]=t[259],(e|0)>2?e=11699:e=t[(n?u:r)+(e<<2)>>2]|0,m=l,e|0}function fu(e,n,r,u,l,s,h,D,S,M){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=s|0,h=w(h),D=w(D),S=S|0,M=M|0;var O=0,P=0,K=0,Pe=0,Ee=St,ve=St,Qe=St,We=St,st=St,Re=St,Fe=St,Qt=0,Lr=0,Nn=0,mn=St,hr=St,kr=0,On=St,Zi=0,ts=0,ns=0,rs=0,Xs=0,$2=0,ed=0,Za=0,td=0,Oc=0,kc=0,nd=0,rd=0,id=0,si=0,$a=0,ud=0,zf=0,od=St,ld=St,Mc=St,Nc=St,qf=St,Il=0,Aa=0,As=0,ef=0,L1=0,F1=St,Lc=St,b1=St,P1=St,Bl=St,vl=St,tf=0,lu=St,I1=St,is=St,Hf=St,us=St,Wf=St,B1=0,U1=0,Vf=St,Ul=St,nf=0,j1=0,z1=0,q1=0,gr=St,Mu=0,ml=0,os=0,jl=0,Tr=0,Fn=0,rf=0,hn=St,H1=0,u0=0;rf=m,m=m+16|0,Il=rf+12|0,Aa=rf+8|0,As=rf+4|0,ef=rf,Iu(e,(l|0)==0|(Me(n)|0)^1,3326),Iu(e,(s|0)==0|(Me(r)|0)^1,3406),ml=El(e,u)|0,t[e+496>>2]=ml,Tr=I0(2,ml)|0,Fn=I0(0,ml)|0,C[e+440>>2]=w(Li(e,Tr,h)),C[e+444>>2]=w(A0(e,Tr,h)),C[e+428>>2]=w(Li(e,Fn,h)),C[e+436>>2]=w(A0(e,Fn,h)),C[e+464>>2]=w(R0(e,Tr)),C[e+468>>2]=w(co(e,Tr)),C[e+452>>2]=w(R0(e,Fn)),C[e+460>>2]=w(co(e,Fn)),C[e+488>>2]=w(Ru(e,Tr,h)),C[e+492>>2]=w(Yu(e,Tr,h)),C[e+476>>2]=w(Ru(e,Fn,h)),C[e+484>>2]=w(Yu(e,Fn,h));do if(t[e+964>>2]|0)Xl(e,n,r,l,s,h,D);else{if(os=e+948|0,jl=(t[e+952>>2]|0)-(t[os>>2]|0)>>2,!jl){hs(e,n,r,l,s,h,D);break}if(S?0:ra(e,n,r,l,s,h,D)|0)break;cs(e),$a=e+508|0,p[$a>>0]=0,Tr=I0(t[e+4>>2]|0,ml)|0,Fn=df(Tr,ml)|0,Mu=Fi(Tr)|0,ud=t[e+8>>2]|0,j1=e+28|0,zf=(t[j1>>2]|0)!=0,us=Mu?h:D,Vf=Mu?D:h,od=w(Ku(e,Tr,h)),ld=w(vs(e,Tr,h)),Ee=w(Ku(e,Fn,h)),Wf=w(wr(e,Tr,h)),Ul=w(wr(e,Fn,h)),Nn=Mu?l:s,nf=Mu?s:l,gr=Mu?Wf:Ul,st=Mu?Ul:Wf,Hf=w(Yt(e,2,h)),We=w(Yt(e,0,h)),ve=w(w(Sn(e+364|0,h))-gr),Qe=w(w(Sn(e+380|0,h))-gr),Re=w(w(Sn(e+372|0,D))-st),Fe=w(w(Sn(e+388|0,D))-st),Mc=Mu?ve:Re,Nc=Mu?Qe:Fe,Hf=w(n-Hf),n=w(Hf-gr),Me(n)|0?gr=n:gr=w(Eu(w(Yp(n,Qe)),ve)),I1=w(r-We),n=w(I1-st),Me(n)|0?is=n:is=w(Eu(w(Yp(n,Fe)),Re)),ve=Mu?gr:is,lu=Mu?is:gr;e:do if((Nn|0)==1)for(u=0,P=0;;){if(O=yi(e,P)|0,!u)(w(Xi(O))>w(0)?w(ru(O))>w(0):0)?u=O:u=0;else if($0(O)|0){Pe=0;break e}if(P=P+1|0,P>>>0>=jl>>>0){Pe=u;break}}else Pe=0;while(0);Qt=Pe+500|0,Lr=Pe+504|0,u=0,O=0,n=w(0),K=0;do{if(P=t[(t[os>>2]|0)+(K<<2)>>2]|0,(t[P+36>>2]|0)==1)Ci(P),p[P+985>>0]=1,p[P+984>>0]=0;else{Vr(P),S&&C0(P,El(P,ml)|0,ve,lu,gr);do if((t[P+24>>2]|0)!=1)if((P|0)==(Pe|0)){t[Qt>>2]=t[2278],C[Lr>>2]=w(0);break}else{Xr(e,P,gr,l,is,gr,is,s,ml,M);break}else O|0&&(t[O+960>>2]=P),t[P+960>>2]=0,O=P,u=(u|0)==0?P:u;while(0);vl=w(C[P+504>>2]),n=w(n+w(vl+w(Yt(P,Tr,gr))))}K=K+1|0}while((K|0)!=(jl|0));for(ns=n>ve,tf=zf&((Nn|0)==2&ns)?1:Nn,Zi=(nf|0)==1,Xs=Zi&(S^1),$2=(tf|0)==1,ed=(tf|0)==2,Za=976+(Tr<<2)|0,td=(nf|2|0)==2,id=Zi&(zf^1),Oc=1040+(Fn<<2)|0,kc=1040+(Tr<<2)|0,nd=976+(Fn<<2)|0,rd=(nf|0)!=1,ns=zf&((Nn|0)!=0&ns),ts=e+976|0,Zi=Zi^1,n=ve,kr=0,rs=0,vl=w(0),qf=w(0);;){e:do if(kr>>>0>>0)for(Lr=t[os>>2]|0,K=0,Fe=w(0),Re=w(0),Qe=w(0),ve=w(0),P=0,O=0,Pe=kr;;){if(Qt=t[Lr+(Pe<<2)>>2]|0,(t[Qt+36>>2]|0)!=1?(t[Qt+940>>2]=rs,(t[Qt+24>>2]|0)!=1):0){if(We=w(Yt(Qt,Tr,gr)),si=t[Za>>2]|0,r=w(Sn(Qt+380+(si<<3)|0,us)),st=w(C[Qt+504>>2]),r=w(Yp(r,st)),r=w(Eu(w(Sn(Qt+364+(si<<3)|0,us)),r)),zf&(K|0)!=0&w(We+w(Re+r))>n){s=K,We=Fe,Nn=Pe;break e}We=w(We+r),r=w(Re+We),We=w(Fe+We),$0(Qt)|0&&(Qe=w(Qe+w(Xi(Qt))),ve=w(ve-w(st*w(ru(Qt))))),O|0&&(t[O+960>>2]=Qt),t[Qt+960>>2]=0,K=K+1|0,O=Qt,P=(P|0)==0?Qt:P}else We=Fe,r=Re;if(Pe=Pe+1|0,Pe>>>0>>0)Fe=We,Re=r;else{s=K,Nn=Pe;break}}else s=0,We=w(0),Qe=w(0),ve=w(0),P=0,Nn=kr;while(0);si=Qe>w(0)&Qew(0)&veNc&((Me(Nc)|0)^1))n=Nc,si=51;else if(p[(t[ts>>2]|0)+3>>0]|0)si=51;else{if(mn!=w(0)?w(Xi(e))!=w(0):0){si=53;break}n=We,si=53}while(0);if((si|0)==51&&(si=0,Me(n)|0?si=53:(hr=w(n-We),On=n)),(si|0)==53&&(si=0,We>2]|0,Pe=hrw(0),Re=w(hr/mn),Qe=w(0),We=w(0),n=w(0),O=P;do r=w(Sn(O+380+(K<<3)|0,us)),ve=w(Sn(O+364+(K<<3)|0,us)),ve=w(Yp(r,w(Eu(ve,w(C[O+504>>2]))))),Pe?(r=w(ve*w(ru(O))),(r!=w(-0)?(hn=w(ve-w(st*r)),F1=w(Wn(O,Tr,hn,On,gr)),hn!=F1):0)&&(Qe=w(Qe-w(F1-ve)),n=w(n+r))):((Qt?(Lc=w(Xi(O)),Lc!=w(0)):0)?(hn=w(ve+w(Re*Lc)),b1=w(Wn(O,Tr,hn,On,gr)),hn!=b1):0)&&(Qe=w(Qe-w(b1-ve)),We=w(We-Lc)),O=t[O+960>>2]|0;while((O|0)!=0);if(n=w(Fe+n),ve=w(hr+Qe),L1)n=w(0);else{st=w(mn+We),Pe=t[Za>>2]|0,Qt=vew(0),st=w(ve/st),n=w(0);do{hn=w(Sn(P+380+(Pe<<3)|0,us)),Qe=w(Sn(P+364+(Pe<<3)|0,us)),Qe=w(Yp(hn,w(Eu(Qe,w(C[P+504>>2]))))),Qt?(hn=w(Qe*w(ru(P))),ve=w(-hn),hn!=w(-0)?(hn=w(Re*ve),ve=w(Wn(P,Tr,w(Qe+(Lr?ve:hn)),On,gr))):ve=Qe):(K?(P1=w(Xi(P)),P1!=w(0)):0)?ve=w(Wn(P,Tr,w(Qe+w(st*P1)),On,gr)):ve=Qe,n=w(n-w(ve-Qe)),We=w(Yt(P,Tr,gr)),r=w(Yt(P,Fn,gr)),ve=w(ve+We),C[Aa>>2]=ve,t[ef>>2]=1,Qe=w(C[P+396>>2]);e:do if(Me(Qe)|0){O=Me(lu)|0;do if(!O){if(ns|(Bu(P,Fn,lu)|0|Zi)||(Xu(e,P)|0)!=4||(t[(m0(P,Fn)|0)+4>>2]|0)==3||(t[(y0(P,Fn)|0)+4>>2]|0)==3)break;C[Il>>2]=lu,t[As>>2]=1;break e}while(0);if(Bu(P,Fn,lu)|0){O=t[P+992+(t[nd>>2]<<2)>>2]|0,hn=w(r+w(Sn(O,lu))),C[Il>>2]=hn,O=rd&(t[O+4>>2]|0)==2,t[As>>2]=((Me(hn)|0|O)^1)&1;break}else{C[Il>>2]=lu,t[As>>2]=O?0:2;break}}else hn=w(ve-We),mn=w(hn/Qe),hn=w(Qe*hn),t[As>>2]=1,C[Il>>2]=w(r+(Mu?mn:hn));while(0);kn(P,Tr,On,gr,ef,Aa),kn(P,Fn,lu,gr,As,Il);do if(Bu(P,Fn,lu)|0?0:(Xu(e,P)|0)==4){if((t[(m0(P,Fn)|0)+4>>2]|0)==3){O=0;break}O=(t[(y0(P,Fn)|0)+4>>2]|0)!=3}else O=0;while(0);hn=w(C[Aa>>2]),mn=w(C[Il>>2]),H1=t[ef>>2]|0,u0=t[As>>2]|0,Gt(P,Mu?hn:mn,Mu?mn:hn,ml,Mu?H1:u0,Mu?u0:H1,gr,is,S&(O^1),3488,M)|0,p[$a>>0]=p[$a>>0]|p[P+508>>0],P=t[P+960>>2]|0}while((P|0)!=0)}}else n=w(0);if(n=w(hr+n),u0=n>0]=u0|k[$a>>0],ed&n>w(0)?(O=t[Za>>2]|0,((t[e+364+(O<<3)+4>>2]|0)!=0?(Bl=w(Sn(e+364+(O<<3)|0,us)),Bl>=w(0)):0)?ve=w(Eu(w(0),w(Bl-w(On-n)))):ve=w(0)):ve=n,Qt=kr>>>0>>0,Qt){Pe=t[os>>2]|0,K=kr,O=0;do P=t[Pe+(K<<2)>>2]|0,t[P+24>>2]|0||(O=((t[(m0(P,Tr)|0)+4>>2]|0)==3&1)+O|0,O=O+((t[(y0(P,Tr)|0)+4>>2]|0)==3&1)|0),K=K+1|0;while((K|0)!=(Nn|0));O?(We=w(0),r=w(0)):si=101}else si=101;e:do if((si|0)==101)switch(si=0,ud|0){case 1:{O=0,We=w(ve*w(.5)),r=w(0);break e}case 2:{O=0,We=ve,r=w(0);break e}case 3:{if(s>>>0<=1){O=0,We=w(0),r=w(0);break e}r=w((s+-1|0)>>>0),O=0,We=w(0),r=w(w(Eu(ve,w(0)))/r);break e}case 5:{r=w(ve/w((s+1|0)>>>0)),O=0,We=r;break e}case 4:{r=w(ve/w(s>>>0)),O=0,We=w(r*w(.5));break e}default:{O=0,We=w(0),r=w(0);break e}}while(0);if(n=w(od+We),Qt){Qe=w(ve/w(O|0)),K=t[os>>2]|0,P=kr,ve=w(0);do{O=t[K+(P<<2)>>2]|0;e:do if((t[O+36>>2]|0)!=1){switch(t[O+24>>2]|0){case 1:{if(se(O,Tr)|0){if(!S)break e;hn=w(re(O,Tr,On)),hn=w(hn+w(R0(e,Tr))),hn=w(hn+w(Li(O,Tr,gr))),C[O+400+(t[kc>>2]<<2)>>2]=hn;break e}break}case 0:if(u0=(t[(m0(O,Tr)|0)+4>>2]|0)==3,hn=w(Qe+n),n=u0?hn:n,S&&(u0=O+400+(t[kc>>2]<<2)|0,C[u0>>2]=w(n+w(C[u0>>2]))),u0=(t[(y0(O,Tr)|0)+4>>2]|0)==3,hn=w(Qe+n),n=u0?hn:n,Xs){hn=w(r+w(Yt(O,Tr,gr))),ve=lu,n=w(n+w(hn+w(C[O+504>>2])));break e}else{n=w(n+w(r+w(Le(O,Tr,gr)))),ve=w(Eu(ve,w(Le(O,Fn,gr))));break e}default:}S&&(hn=w(We+w(R0(e,Tr))),u0=O+400+(t[kc>>2]<<2)|0,C[u0>>2]=w(hn+w(C[u0>>2])))}while(0);P=P+1|0}while((P|0)!=(Nn|0))}else ve=w(0);if(r=w(ld+n),td?We=w(w(Wn(e,Fn,w(Ul+ve),Vf,h))-Ul):We=lu,Qe=w(w(Wn(e,Fn,w(Ul+(id?lu:ve)),Vf,h))-Ul),Qt&S){P=kr;do{K=t[(t[os>>2]|0)+(P<<2)>>2]|0;do if((t[K+36>>2]|0)!=1){if((t[K+24>>2]|0)==1){if(se(K,Fn)|0){if(hn=w(re(K,Fn,lu)),hn=w(hn+w(R0(e,Fn))),hn=w(hn+w(Li(K,Fn,gr))),O=t[Oc>>2]|0,C[K+400+(O<<2)>>2]=hn,!(Me(hn)|0))break}else O=t[Oc>>2]|0;hn=w(R0(e,Fn)),C[K+400+(O<<2)>>2]=w(hn+w(Li(K,Fn,gr)));break}O=Xu(e,K)|0;do if((O|0)==4){if((t[(m0(K,Fn)|0)+4>>2]|0)==3){si=139;break}if((t[(y0(K,Fn)|0)+4>>2]|0)==3){si=139;break}if(Bu(K,Fn,lu)|0){n=Ee;break}H1=t[K+908+(t[Za>>2]<<2)>>2]|0,t[Il>>2]=H1,n=w(C[K+396>>2]),u0=Me(n)|0,ve=(t[W>>2]=H1,w(C[W>>2])),u0?n=Qe:(hr=w(Yt(K,Fn,gr)),hn=w(ve/n),n=w(n*ve),n=w(hr+(Mu?hn:n))),C[Aa>>2]=n,C[Il>>2]=w(w(Yt(K,Tr,gr))+ve),t[As>>2]=1,t[ef>>2]=1,kn(K,Tr,On,gr,As,Il),kn(K,Fn,lu,gr,ef,Aa),n=w(C[Il>>2]),hr=w(C[Aa>>2]),hn=Mu?n:hr,n=Mu?hr:n,u0=((Me(hn)|0)^1)&1,Gt(K,hn,n,ml,u0,((Me(n)|0)^1)&1,gr,is,1,3493,M)|0,n=Ee}else si=139;while(0);e:do if((si|0)==139){si=0,n=w(We-w(Le(K,Fn,gr)));do if((t[(m0(K,Fn)|0)+4>>2]|0)==3){if((t[(y0(K,Fn)|0)+4>>2]|0)!=3)break;n=w(Ee+w(Eu(w(0),w(n*w(.5)))));break e}while(0);if((t[(y0(K,Fn)|0)+4>>2]|0)==3){n=Ee;break}if((t[(m0(K,Fn)|0)+4>>2]|0)==3){n=w(Ee+w(Eu(w(0),n)));break}switch(O|0){case 1:{n=Ee;break e}case 2:{n=w(Ee+w(n*w(.5)));break e}default:{n=w(Ee+n);break e}}}while(0);hn=w(vl+n),u0=K+400+(t[Oc>>2]<<2)|0,C[u0>>2]=w(hn+w(C[u0>>2]))}while(0);P=P+1|0}while((P|0)!=(Nn|0))}if(vl=w(vl+Qe),qf=w(Eu(qf,r)),s=rs+1|0,Nn>>>0>=jl>>>0)break;n=On,kr=Nn,rs=s}do if(S){if(O=s>>>0>1,O?0:!(Ae(e)|0))break;if(!(Me(lu)|0)){n=w(lu-vl);e:do switch(t[e+12>>2]|0){case 3:{Ee=w(Ee+n),Re=w(0);break}case 2:{Ee=w(Ee+w(n*w(.5))),Re=w(0);break}case 4:{lu>vl?Re=w(n/w(s>>>0)):Re=w(0);break}case 7:if(lu>vl){Ee=w(Ee+w(n/w(s<<1>>>0))),Re=w(n/w(s>>>0)),Re=O?Re:w(0);break e}else{Ee=w(Ee+w(n*w(.5))),Re=w(0);break e}case 6:{Re=w(n/w(rs>>>0)),Re=lu>vl&O?Re:w(0);break}default:Re=w(0)}while(0);if(s|0)for(Qt=1040+(Fn<<2)|0,Lr=976+(Fn<<2)|0,Pe=0,P=0;;){e:do if(P>>>0>>0)for(ve=w(0),Qe=w(0),n=w(0),K=P;;){O=t[(t[os>>2]|0)+(K<<2)>>2]|0;do if((t[O+36>>2]|0)!=1?(t[O+24>>2]|0)==0:0){if((t[O+940>>2]|0)!=(Pe|0))break e;if(ot(O,Fn)|0&&(hn=w(C[O+908+(t[Lr>>2]<<2)>>2]),n=w(Eu(n,w(hn+w(Yt(O,Fn,gr)))))),(Xu(e,O)|0)!=5)break;Bl=w(vt(O)),Bl=w(Bl+w(Li(O,0,gr))),hn=w(C[O+912>>2]),hn=w(w(hn+w(Yt(O,0,gr)))-Bl),Bl=w(Eu(Qe,Bl)),hn=w(Eu(ve,hn)),ve=hn,Qe=Bl,n=w(Eu(n,w(Bl+hn)))}while(0);if(O=K+1|0,O>>>0>>0)K=O;else{K=O;break}}else Qe=w(0),n=w(0),K=P;while(0);if(st=w(Re+n),r=Ee,Ee=w(Ee+st),P>>>0>>0){We=w(r+Qe),O=P;do{P=t[(t[os>>2]|0)+(O<<2)>>2]|0;e:do if((t[P+36>>2]|0)!=1?(t[P+24>>2]|0)==0:0)switch(Xu(e,P)|0){case 1:{hn=w(r+w(Li(P,Fn,gr))),C[P+400+(t[Qt>>2]<<2)>>2]=hn;break e}case 3:{hn=w(w(Ee-w(A0(P,Fn,gr)))-w(C[P+908+(t[Lr>>2]<<2)>>2])),C[P+400+(t[Qt>>2]<<2)>>2]=hn;break e}case 2:{hn=w(r+w(w(st-w(C[P+908+(t[Lr>>2]<<2)>>2]))*w(.5))),C[P+400+(t[Qt>>2]<<2)>>2]=hn;break e}case 4:{if(hn=w(r+w(Li(P,Fn,gr))),C[P+400+(t[Qt>>2]<<2)>>2]=hn,Bu(P,Fn,lu)|0||(Mu?(ve=w(C[P+908>>2]),n=w(ve+w(Yt(P,Tr,gr))),Qe=st):(Qe=w(C[P+912>>2]),Qe=w(Qe+w(Yt(P,Fn,gr))),n=st,ve=w(C[P+908>>2])),gi(n,ve)|0?gi(Qe,w(C[P+912>>2]))|0:0))break e;Gt(P,n,Qe,ml,1,1,gr,is,1,3501,M)|0;break e}case 5:{C[P+404>>2]=w(w(We-w(vt(P)))+w(re(P,0,lu)));break e}default:break e}while(0);O=O+1|0}while((O|0)!=(K|0))}if(Pe=Pe+1|0,(Pe|0)==(s|0))break;P=K}}}while(0);if(C[e+908>>2]=w(Wn(e,2,Hf,h,h)),C[e+912>>2]=w(Wn(e,0,I1,D,h)),((tf|0)!=0?(B1=t[e+32>>2]|0,U1=(tf|0)==2,!(U1&(B1|0)!=2)):0)?U1&(B1|0)==2&&(n=w(Wf+On),n=w(Eu(w(Yp(n,w(Xt(e,Tr,qf,us)))),Wf)),si=198):(n=w(Wn(e,Tr,qf,us,h)),si=198),(si|0)==198&&(C[e+908+(t[976+(Tr<<2)>>2]<<2)>>2]=n),((nf|0)!=0?(z1=t[e+32>>2]|0,q1=(nf|0)==2,!(q1&(z1|0)!=2)):0)?q1&(z1|0)==2&&(n=w(Ul+lu),n=w(Eu(w(Yp(n,w(Xt(e,Fn,w(Ul+vl),Vf)))),Ul)),si=204):(n=w(Wn(e,Fn,w(Ul+vl),Vf,h)),si=204),(si|0)==204&&(C[e+908+(t[976+(Fn<<2)>>2]<<2)>>2]=n),S){if((t[j1>>2]|0)==2){P=976+(Fn<<2)|0,K=1040+(Fn<<2)|0,O=0;do Pe=yi(e,O)|0,t[Pe+24>>2]|0||(H1=t[P>>2]|0,hn=w(C[e+908+(H1<<2)>>2]),u0=Pe+400+(t[K>>2]<<2)|0,hn=w(hn-w(C[u0>>2])),C[u0>>2]=w(hn-w(C[Pe+908+(H1<<2)>>2]))),O=O+1|0;while((O|0)!=(jl|0))}if(u|0){O=Mu?tf:l;do xn(e,u,gr,O,is,ml,M),u=t[u+960>>2]|0;while((u|0)!=0)}if(O=(Tr|2|0)==3,P=(Fn|2|0)==3,O|P){u=0;do K=t[(t[os>>2]|0)+(u<<2)>>2]|0,(t[K+36>>2]|0)!=1&&(O&&_n(e,K,Tr),P&&_n(e,K,Fn)),u=u+1|0;while((u|0)!=(jl|0))}}}while(0);m=rf}function Gu(e,n){e=e|0,n=w(n);var r=0;Dn(e,n>=w(0),3147),r=n==w(0),C[e+4>>2]=r?w(0):n}function Kr(e,n,r,u){e=e|0,n=w(n),r=w(r),u=u|0;var l=St,s=St,h=0,D=0,S=0;t[2278]=(t[2278]|0)+1,Vr(e),Bu(e,2,n)|0?(l=w(Sn(t[e+992>>2]|0,n)),S=1,l=w(l+w(Yt(e,2,n)))):(l=w(Sn(e+380|0,n)),l>=w(0)?S=2:(S=((Me(n)|0)^1)&1,l=n)),Bu(e,0,r)|0?(s=w(Sn(t[e+996>>2]|0,r)),D=1,s=w(s+w(Yt(e,0,n)))):(s=w(Sn(e+388|0,r)),s>=w(0)?D=2:(D=((Me(r)|0)^1)&1,s=r)),h=e+976|0,(Gt(e,l,s,u,S,D,n,r,1,3189,t[h>>2]|0)|0?(C0(e,t[e+496>>2]|0,n,r,n),Au(e,w(C[(t[h>>2]|0)+4>>2]),w(0),w(0)),p[11696]|0):0)&&ff(e,7)}function Vr(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;D=m,m=m+32|0,h=D+24|0,s=D+16|0,u=D+8|0,l=D,r=0;do n=e+380+(r<<3)|0,((t[e+380+(r<<3)+4>>2]|0)!=0?(S=n,M=t[S+4>>2]|0,O=u,t[O>>2]=t[S>>2],t[O+4>>2]=M,O=e+364+(r<<3)|0,M=t[O+4>>2]|0,S=l,t[S>>2]=t[O>>2],t[S+4>>2]=M,t[s>>2]=t[u>>2],t[s+4>>2]=t[u+4>>2],t[h>>2]=t[l>>2],t[h+4>>2]=t[l+4>>2],Oi(s,h)|0):0)||(n=e+348+(r<<3)|0),t[e+992+(r<<2)>>2]=n,r=r+1|0;while((r|0)!=2);m=D}function Bu(e,n,r){e=e|0,n=n|0,r=w(r);var u=0;switch(e=t[e+992+(t[976+(n<<2)>>2]<<2)>>2]|0,t[e+4>>2]|0){case 0:case 3:{e=0;break}case 1:{w(C[e>>2])>2])>2]|0){case 2:{n=w(w(w(C[e>>2])*n)/w(100));break}case 1:{n=w(C[e>>2]);break}default:n=w(le)}return w(n)}function C0(e,n,r,u,l){e=e|0,n=n|0,r=w(r),u=w(u),l=w(l);var s=0,h=St;n=t[e+944>>2]|0?n:1,s=I0(t[e+4>>2]|0,n)|0,n=df(s,n)|0,r=w(Sr(e,s,r)),u=w(Sr(e,n,u)),h=w(r+w(Li(e,s,l))),C[e+400+(t[1040+(s<<2)>>2]<<2)>>2]=h,r=w(r+w(A0(e,s,l))),C[e+400+(t[1e3+(s<<2)>>2]<<2)>>2]=r,r=w(u+w(Li(e,n,l))),C[e+400+(t[1040+(n<<2)>>2]<<2)>>2]=r,l=w(u+w(A0(e,n,l))),C[e+400+(t[1e3+(n<<2)>>2]<<2)>>2]=l}function Au(e,n,r,u){e=e|0,n=w(n),r=w(r),u=w(u);var l=0,s=0,h=St,D=St,S=0,M=0,O=St,P=0,K=St,Pe=St,Ee=St,ve=St;if(n!=w(0)&&(l=e+400|0,ve=w(C[l>>2]),s=e+404|0,Ee=w(C[s>>2]),P=e+416|0,Pe=w(C[P>>2]),M=e+420|0,h=w(C[M>>2]),K=w(ve+r),O=w(Ee+u),u=w(K+Pe),D=w(O+h),S=(t[e+988>>2]|0)==1,C[l>>2]=w(J0(ve,n,0,S)),C[s>>2]=w(J0(Ee,n,0,S)),r=w(YE(w(Pe*n),w(1))),gi(r,w(0))|0?s=0:s=(gi(r,w(1))|0)^1,r=w(YE(w(h*n),w(1))),gi(r,w(0))|0?l=0:l=(gi(r,w(1))|0)^1,ve=w(J0(u,n,S&s,S&(s^1))),C[P>>2]=w(ve-w(J0(K,n,0,S))),ve=w(J0(D,n,S&l,S&(l^1))),C[M>>2]=w(ve-w(J0(O,n,0,S))),s=(t[e+952>>2]|0)-(t[e+948>>2]|0)>>2,s|0)){l=0;do Au(yi(e,l)|0,n,K,O),l=l+1|0;while((l|0)!=(s|0))}}function ei(e,n,r,u,l){switch(e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,r|0){case 5:case 0:{e=F8(t[489]|0,u,l)|0;break}default:e=QI(u,l)|0}return e|0}function _l(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;l=m,m=m+16|0,s=l,t[s>>2]=u,Ps(e,0,n,r,s),m=l}function Ps(e,n,r,u,l){if(e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,e=e|0?e:956,tS[t[e+8>>2]&1](e,n,r,u,l)|0,(r|0)==5)Xn();else return}function Uu(e,n,r){e=e|0,n=n|0,r=r|0,p[e+n>>0]=r&1}function na(e,n){e=e|0,n=n|0;var r=0,u=0;t[e>>2]=0,t[e+4>>2]=0,t[e+8>>2]=0,r=n+4|0,u=(t[r>>2]|0)-(t[n>>2]|0)>>2,u|0&&(zi(e,u),Is(e,t[n>>2]|0,t[r>>2]|0,u))}function zi(e,n){e=e|0,n=n|0;var r=0;if((x0(e)|0)>>>0>>0&&li(e),n>>>0>1073741823)Xn();else{r=cn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function Is(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(pr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function x0(e){return e=e|0,1073741823}function Li(e,n,r){return e=e|0,n=n|0,r=w(r),(Fi(n)|0?(t[e+96>>2]|0)!=0:0)?e=e+92|0:e=dt(e+60|0,t[1040+(n<<2)>>2]|0,992)|0,w($o(e,r))}function A0(e,n,r){return e=e|0,n=n|0,r=w(r),(Fi(n)|0?(t[e+104>>2]|0)!=0:0)?e=e+100|0:e=dt(e+60|0,t[1e3+(n<<2)>>2]|0,992)|0,w($o(e,r))}function Fi(e){return e=e|0,(e|1|0)==3|0}function $o(e,n){return e=e|0,n=w(n),(t[e+4>>2]|0)==3?n=w(0):n=w(Sn(e,n)),w(n)}function El(e,n){return e=e|0,n=n|0,e=t[e>>2]|0,((e|0)==0?(n|0)>1?n:1:e)|0}function I0(e,n){e=e|0,n=n|0;var r=0;e:do if((n|0)==2){switch(e|0){case 2:{e=3;break e}case 3:break;default:{r=4;break e}}e=2}else r=4;while(0);return e|0}function R0(e,n){e=e|0,n=n|0;var r=St;return((Fi(n)|0?(t[e+312>>2]|0)!=0:0)?(r=w(C[e+308>>2]),r>=w(0)):0)||(r=w(Eu(w(C[(dt(e+276|0,t[1040+(n<<2)>>2]|0,992)|0)>>2]),w(0)))),w(r)}function co(e,n){e=e|0,n=n|0;var r=St;return((Fi(n)|0?(t[e+320>>2]|0)!=0:0)?(r=w(C[e+316>>2]),r>=w(0)):0)||(r=w(Eu(w(C[(dt(e+276|0,t[1e3+(n<<2)>>2]|0,992)|0)>>2]),w(0)))),w(r)}function Ru(e,n,r){e=e|0,n=n|0,r=w(r);var u=St;return((Fi(n)|0?(t[e+240>>2]|0)!=0:0)?(u=w(Sn(e+236|0,r)),u>=w(0)):0)||(u=w(Eu(w(Sn(dt(e+204|0,t[1040+(n<<2)>>2]|0,992)|0,r)),w(0)))),w(u)}function Yu(e,n,r){e=e|0,n=n|0,r=w(r);var u=St;return((Fi(n)|0?(t[e+248>>2]|0)!=0:0)?(u=w(Sn(e+244|0,r)),u>=w(0)):0)||(u=w(Eu(w(Sn(dt(e+204|0,t[1e3+(n<<2)>>2]|0,992)|0,r)),w(0)))),w(u)}function Xl(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=St,S=St,M=St,O=St,P=St,K=St,Pe=0,Ee=0,ve=0;ve=m,m=m+16|0,Pe=ve,Ee=e+964|0,Iu(e,(t[Ee>>2]|0)!=0,3519),D=w(wr(e,2,n)),S=w(wr(e,0,n)),M=w(Yt(e,2,n)),O=w(Yt(e,0,n)),Me(n)|0?P=n:P=w(Eu(w(0),w(w(n-M)-D))),Me(r)|0?K=r:K=w(Eu(w(0),w(w(r-O)-S))),(u|0)==1&(l|0)==1?(C[e+908>>2]=w(Wn(e,2,w(n-M),s,s)),n=w(Wn(e,0,w(r-O),h,s))):(nS[t[Ee>>2]&1](Pe,e,P,u,K,l),P=w(D+w(C[Pe>>2])),K=w(n-M),C[e+908>>2]=w(Wn(e,2,(u|2|0)==2?P:K,s,s)),K=w(S+w(C[Pe+4>>2])),n=w(r-O),n=w(Wn(e,0,(l|2|0)==2?K:n,h,s))),C[e+912>>2]=n,m=ve}function hs(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=St,S=St,M=St,O=St;M=w(wr(e,2,s)),D=w(wr(e,0,s)),O=w(Yt(e,2,s)),S=w(Yt(e,0,s)),n=w(n-O),C[e+908>>2]=w(Wn(e,2,(u|2|0)==2?M:n,s,s)),r=w(r-S),C[e+912>>2]=w(Wn(e,0,(l|2|0)==2?D:r,h,s))}function ra(e,n,r,u,l,s,h){e=e|0,n=w(n),r=w(r),u=u|0,l=l|0,s=w(s),h=w(h);var D=0,S=St,M=St;return D=(u|0)==2,((n<=w(0)&D?0:!(r<=w(0)&(l|0)==2))?!((u|0)==1&(l|0)==1):0)?e=0:(S=w(Yt(e,0,s)),M=w(Yt(e,2,s)),D=n>2]=w(Wn(e,2,D?w(0):n,s,s)),n=w(r-S),D=r>2]=w(Wn(e,0,D?w(0):n,h,s)),e=1),e|0}function df(e,n){return e=e|0,n=n|0,yn(e)|0?e=I0(2,n)|0:e=0,e|0}function Ku(e,n,r){return e=e|0,n=n|0,r=w(r),r=w(Ru(e,n,r)),w(r+w(R0(e,n)))}function vs(e,n,r){return e=e|0,n=n|0,r=w(r),r=w(Yu(e,n,r)),w(r+w(co(e,n)))}function wr(e,n,r){e=e|0,n=n|0,r=w(r);var u=St;return u=w(Ku(e,n,r)),w(u+w(vs(e,n,r)))}function $0(e){return e=e|0,t[e+24>>2]|0?e=0:w(Xi(e))!=w(0)?e=1:e=w(ru(e))!=w(0),e|0}function Xi(e){e=e|0;var n=St;if(t[e+944>>2]|0){if(n=w(C[e+44>>2]),Me(n)|0)return n=w(C[e+40>>2]),e=n>w(0)&((Me(n)|0)^1),w(e?n:w(0))}else n=w(0);return w(n)}function ru(e){e=e|0;var n=St,r=0,u=St;do if(t[e+944>>2]|0){if(n=w(C[e+48>>2]),Me(n)|0){if(r=p[(t[e+976>>2]|0)+2>>0]|0,r<<24>>24==0?(u=w(C[e+40>>2]),u>24?w(1):w(0)}}else n=w(0);while(0);return w(n)}function Ci(e){e=e|0;var n=0,r=0;if(Iv(e+400|0,0,540)|0,p[e+985>>0]=1,cs(e),r=mu(e)|0,r|0){n=e+948|0,e=0;do Ci(t[(t[n>>2]|0)+(e<<2)>>2]|0),e=e+1|0;while((e|0)!=(r|0))}}function Xr(e,n,r,u,l,s,h,D,S,M){e=e|0,n=n|0,r=w(r),u=u|0,l=w(l),s=w(s),h=w(h),D=D|0,S=S|0,M=M|0;var O=0,P=St,K=0,Pe=0,Ee=St,ve=St,Qe=0,We=St,st=0,Re=St,Fe=0,Qt=0,Lr=0,Nn=0,mn=0,hr=0,kr=0,On=0,Zi=0,ts=0;Zi=m,m=m+16|0,Lr=Zi+12|0,Nn=Zi+8|0,mn=Zi+4|0,hr=Zi,On=I0(t[e+4>>2]|0,S)|0,Fe=Fi(On)|0,P=w(Sn(En(n)|0,Fe?s:h)),Qt=Bu(n,2,s)|0,kr=Bu(n,0,h)|0;do if(Me(P)|0?0:!(Me(Fe?r:l)|0)){if(O=n+504|0,!(Me(w(C[O>>2]))|0)&&(!(er(t[n+976>>2]|0,0)|0)||(t[n+500>>2]|0)==(t[2278]|0)))break;C[O>>2]=w(Eu(P,w(wr(n,On,s))))}else K=7;while(0);do if((K|0)==7){if(st=Fe^1,!(st|Qt^1)){h=w(Sn(t[n+992>>2]|0,s)),C[n+504>>2]=w(Eu(h,w(wr(n,2,s))));break}if(!(Fe|kr^1)){h=w(Sn(t[n+996>>2]|0,h)),C[n+504>>2]=w(Eu(h,w(wr(n,0,s))));break}C[Lr>>2]=w(le),C[Nn>>2]=w(le),t[mn>>2]=0,t[hr>>2]=0,We=w(Yt(n,2,s)),Re=w(Yt(n,0,s)),Qt?(Ee=w(We+w(Sn(t[n+992>>2]|0,s))),C[Lr>>2]=Ee,t[mn>>2]=1,Pe=1):(Pe=0,Ee=w(le)),kr?(P=w(Re+w(Sn(t[n+996>>2]|0,h))),C[Nn>>2]=P,t[hr>>2]=1,O=1):(O=0,P=w(le)),K=t[e+32>>2]|0,Fe&(K|0)==2?K=2:(Me(Ee)|0?!(Me(r)|0):0)&&(C[Lr>>2]=r,t[mn>>2]=2,Pe=2,Ee=r),(((K|0)==2&st?0:Me(P)|0)?!(Me(l)|0):0)&&(C[Nn>>2]=l,t[hr>>2]=2,O=2,P=l),ve=w(C[n+396>>2]),Qe=Me(ve)|0;do if(Qe)K=Pe;else{if((Pe|0)==1&st){C[Nn>>2]=w(w(Ee-We)/ve),t[hr>>2]=1,O=1,K=1;break}Fe&(O|0)==1?(C[Lr>>2]=w(ve*w(P-Re)),t[mn>>2]=1,O=1,K=1):K=Pe}while(0);ts=Me(r)|0,Pe=(Xu(e,n)|0)!=4,(Fe|Qt|((u|0)!=1|ts)|(Pe|(K|0)==1)?0:(C[Lr>>2]=r,t[mn>>2]=1,!Qe))&&(C[Nn>>2]=w(w(r-We)/ve),t[hr>>2]=1,O=1),(kr|st|((D|0)!=1|(Me(l)|0))|(Pe|(O|0)==1)?0:(C[Nn>>2]=l,t[hr>>2]=1,!Qe))&&(C[Lr>>2]=w(ve*w(l-Re)),t[mn>>2]=1),kn(n,2,s,s,mn,Lr),kn(n,0,h,s,hr,Nn),r=w(C[Lr>>2]),l=w(C[Nn>>2]),Gt(n,r,l,S,t[mn>>2]|0,t[hr>>2]|0,s,h,0,3565,M)|0,h=w(C[n+908+(t[976+(On<<2)>>2]<<2)>>2]),C[n+504>>2]=w(Eu(h,w(wr(n,On,s))))}while(0);t[n+500>>2]=t[2278],m=Zi}function Wn(e,n,r,u,l){return e=e|0,n=n|0,r=w(r),u=w(u),l=w(l),u=w(Xt(e,n,r,u)),w(Eu(u,w(wr(e,n,l))))}function Xu(e,n){return e=e|0,n=n|0,n=n+20|0,n=t[((t[n>>2]|0)==0?e+16|0:n)>>2]|0,((n|0)==5?yn(t[e+4>>2]|0)|0:0)&&(n=1),n|0}function m0(e,n){return e=e|0,n=n|0,(Fi(n)|0?(t[e+96>>2]|0)!=0:0)?n=4:n=t[1040+(n<<2)>>2]|0,e+60+(n<<3)|0}function y0(e,n){return e=e|0,n=n|0,(Fi(n)|0?(t[e+104>>2]|0)!=0:0)?n=5:n=t[1e3+(n<<2)>>2]|0,e+60+(n<<3)|0}function kn(e,n,r,u,l,s){switch(e=e|0,n=n|0,r=w(r),u=w(u),l=l|0,s=s|0,r=w(Sn(e+380+(t[976+(n<<2)>>2]<<3)|0,r)),r=w(r+w(Yt(e,n,u))),t[l>>2]|0){case 2:case 1:{l=Me(r)|0,u=w(C[s>>2]),C[s>>2]=l|u>2]=2,C[s>>2]=r);break}default:}}function se(e,n){return e=e|0,n=n|0,e=e+132|0,(Fi(n)|0?(t[(dt(e,4,948)|0)+4>>2]|0)!=0:0)?e=1:e=(t[(dt(e,t[1040+(n<<2)>>2]|0,948)|0)+4>>2]|0)!=0,e|0}function re(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0;return e=e+132|0,(Fi(n)|0?(u=dt(e,4,948)|0,(t[u+4>>2]|0)!=0):0)?l=4:(u=dt(e,t[1040+(n<<2)>>2]|0,948)|0,t[u+4>>2]|0?l=4:r=w(0)),(l|0)==4&&(r=w(Sn(u,r))),w(r)}function Le(e,n,r){e=e|0,n=n|0,r=w(r);var u=St;return u=w(C[e+908+(t[976+(n<<2)>>2]<<2)>>2]),u=w(u+w(Li(e,n,r))),w(u+w(A0(e,n,r)))}function Ae(e){e=e|0;var n=0,r=0,u=0;e:do if(yn(t[e+4>>2]|0)|0)n=0;else if((t[e+16>>2]|0)!=5)if(r=mu(e)|0,!r)n=0;else for(n=0;;){if(u=yi(e,n)|0,(t[u+24>>2]|0)==0?(t[u+20>>2]|0)==5:0){n=1;break e}if(n=n+1|0,n>>>0>=r>>>0){n=0;break}}else n=1;while(0);return n|0}function ot(e,n){e=e|0,n=n|0;var r=St;return r=w(C[e+908+(t[976+(n<<2)>>2]<<2)>>2]),r>=w(0)&((Me(r)|0)^1)|0}function vt(e){e=e|0;var n=St,r=0,u=0,l=0,s=0,h=0,D=0,S=St;if(r=t[e+968>>2]|0,r)S=w(C[e+908>>2]),n=w(C[e+912>>2]),n=w(J8[r&0](e,S,n)),Iu(e,(Me(n)|0)^1,3573);else{s=mu(e)|0;do if(s|0){for(r=0,l=0;;){if(u=yi(e,l)|0,t[u+940>>2]|0){h=8;break}if((t[u+24>>2]|0)!=1)if(D=(Xu(e,u)|0)==5,D){r=u;break}else r=(r|0)==0?u:r;if(l=l+1|0,l>>>0>=s>>>0){h=8;break}}if((h|0)==8&&!r)break;return n=w(vt(r)),w(n+w(C[r+404>>2]))}while(0);n=w(C[e+912>>2])}return w(n)}function Xt(e,n,r,u){e=e|0,n=n|0,r=w(r),u=w(u);var l=St,s=0;return yn(n)|0?(n=1,s=3):Fi(n)|0?(n=0,s=3):(u=w(le),l=w(le)),(s|0)==3&&(l=w(Sn(e+364+(n<<3)|0,u)),u=w(Sn(e+380+(n<<3)|0,u))),s=u=w(0)&((Me(u)|0)^1)),r=s?u:r,s=l>=w(0)&((Me(l)|0)^1)&r>2]|0,s)|0,Ee=df(Qe,s)|0,ve=Fi(Qe)|0,P=w(Yt(n,2,r)),K=w(Yt(n,0,r)),Bu(n,2,r)|0?D=w(P+w(Sn(t[n+992>>2]|0,r))):(se(n,2)|0?It(n,2)|0:0)?(D=w(C[e+908>>2]),S=w(R0(e,2)),S=w(D-w(S+w(co(e,2)))),D=w(re(n,2,r)),D=w(Wn(n,2,w(S-w(D+w(xi(n,2,r)))),r,r))):D=w(le),Bu(n,0,l)|0?S=w(K+w(Sn(t[n+996>>2]|0,l))):(se(n,0)|0?It(n,0)|0:0)?(S=w(C[e+912>>2]),st=w(R0(e,0)),st=w(S-w(st+w(co(e,0)))),S=w(re(n,0,l)),S=w(Wn(n,0,w(st-w(S+w(xi(n,0,l)))),l,r))):S=w(le),M=Me(D)|0,O=Me(S)|0;do if(M^O?(Pe=w(C[n+396>>2]),!(Me(Pe)|0)):0)if(M){D=w(P+w(w(S-K)*Pe));break}else{st=w(K+w(w(D-P)/Pe)),S=O?st:S;break}while(0);O=Me(D)|0,M=Me(S)|0,O|M&&(Re=(O^1)&1,u=r>w(0)&((u|0)!=0&O),D=ve?D:u?r:D,Gt(n,D,S,s,ve?Re:u?2:Re,O&(M^1)&1,D,S,0,3623,h)|0,D=w(C[n+908>>2]),D=w(D+w(Yt(n,2,r))),S=w(C[n+912>>2]),S=w(S+w(Yt(n,0,r)))),Gt(n,D,S,s,1,1,D,S,1,3635,h)|0,(It(n,Qe)|0?!(se(n,Qe)|0):0)?(Re=t[976+(Qe<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(st-w(C[n+908+(Re<<2)>>2])),st=w(st-w(co(e,Qe))),st=w(st-w(A0(n,Qe,r))),st=w(st-w(xi(n,Qe,ve?r:l))),C[n+400+(t[1040+(Qe<<2)>>2]<<2)>>2]=st):We=21;do if((We|0)==21){if(se(n,Qe)|0?0:(t[e+8>>2]|0)==1){Re=t[976+(Qe<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(w(st-w(C[n+908+(Re<<2)>>2]))*w(.5)),C[n+400+(t[1040+(Qe<<2)>>2]<<2)>>2]=st;break}(se(n,Qe)|0?0:(t[e+8>>2]|0)==2)&&(Re=t[976+(Qe<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(st-w(C[n+908+(Re<<2)>>2])),C[n+400+(t[1040+(Qe<<2)>>2]<<2)>>2]=st)}while(0);(It(n,Ee)|0?!(se(n,Ee)|0):0)?(Re=t[976+(Ee<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(st-w(C[n+908+(Re<<2)>>2])),st=w(st-w(co(e,Ee))),st=w(st-w(A0(n,Ee,r))),st=w(st-w(xi(n,Ee,ve?l:r))),C[n+400+(t[1040+(Ee<<2)>>2]<<2)>>2]=st):We=30;do if((We|0)==30?!(se(n,Ee)|0):0){if((Xu(e,n)|0)==2){Re=t[976+(Ee<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(w(st-w(C[n+908+(Re<<2)>>2]))*w(.5)),C[n+400+(t[1040+(Ee<<2)>>2]<<2)>>2]=st;break}Re=(Xu(e,n)|0)==3,Re^(t[e+28>>2]|0)==2&&(Re=t[976+(Ee<<2)>>2]|0,st=w(C[e+908+(Re<<2)>>2]),st=w(st-w(C[n+908+(Re<<2)>>2])),C[n+400+(t[1040+(Ee<<2)>>2]<<2)>>2]=st)}while(0)}function _n(e,n,r){e=e|0,n=n|0,r=r|0;var u=St,l=0;l=t[976+(r<<2)>>2]|0,u=w(C[n+908+(l<<2)>>2]),u=w(w(C[e+908+(l<<2)>>2])-u),u=w(u-w(C[n+400+(t[1040+(r<<2)>>2]<<2)>>2])),C[n+400+(t[1e3+(r<<2)>>2]<<2)>>2]=u}function yn(e){return e=e|0,(e|1|0)==1|0}function En(e){e=e|0;var n=St;switch(t[e+56>>2]|0){case 0:case 3:{n=w(C[e+40>>2]),n>w(0)&((Me(n)|0)^1)?e=p[(t[e+976>>2]|0)+2>>0]|0?1056:992:e=1056;break}default:e=e+52|0}return e|0}function er(e,n){return e=e|0,n=n|0,(p[e+n>>0]|0)!=0|0}function It(e,n){return e=e|0,n=n|0,e=e+132|0,(Fi(n)|0?(t[(dt(e,5,948)|0)+4>>2]|0)!=0:0)?e=1:e=(t[(dt(e,t[1e3+(n<<2)>>2]|0,948)|0)+4>>2]|0)!=0,e|0}function xi(e,n,r){e=e|0,n=n|0,r=w(r);var u=0,l=0;return e=e+132|0,(Fi(n)|0?(u=dt(e,5,948)|0,(t[u+4>>2]|0)!=0):0)?l=4:(u=dt(e,t[1e3+(n<<2)>>2]|0,948)|0,t[u+4>>2]|0?l=4:r=w(0)),(l|0)==4&&(r=w(Sn(u,r))),w(r)}function Sr(e,n,r){return e=e|0,n=n|0,r=w(r),se(e,n)|0?r=w(re(e,n,r)):r=w(-w(xi(e,n,r))),w(r)}function cr(e){return e=w(e),C[W>>2]=e,t[W>>2]|0|0}function Y(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)Xn();else{l=cn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function Qr(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Jr(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&yt(e)}function Ur(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;if(h=e+4|0,D=t[h>>2]|0,l=D-u|0,s=l>>2,e=n+(s<<2)|0,e>>>0>>0){u=D;do t[u>>2]=t[e>>2],e=e+4|0,u=(t[h>>2]|0)+4|0,t[h>>2]=u;while(e>>>0>>0)}s|0&&Iy(D+(0-s<<2)|0,n|0,l|0)|0}function lt(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0;return D=n+4|0,S=t[D>>2]|0,l=t[e>>2]|0,h=r,s=h-l|0,u=S+(0-(s>>2)<<2)|0,t[D>>2]=u,(s|0)>0&&pr(u|0,l|0,s|0)|0,l=e+4|0,s=n+8|0,u=(t[l>>2]|0)-h|0,(u|0)>0&&(pr(t[s>>2]|0,r|0,u|0)|0,t[s>>2]=(t[s>>2]|0)+(u>>>2<<2)),h=t[e>>2]|0,t[e>>2]=t[D>>2],t[D>>2]=h,h=t[l>>2]|0,t[l>>2]=t[s>>2],t[s>>2]=h,h=e+8|0,r=n+12|0,e=t[h>>2]|0,t[h>>2]=t[r>>2],t[r>>2]=e,t[n>>2]=t[D>>2],S|0}function hi(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;if(h=t[n>>2]|0,s=t[r>>2]|0,(h|0)!=(s|0)){l=e+8|0,r=((s+-4-h|0)>>>2)+1|0,e=h,u=t[l>>2]|0;do t[u>>2]=t[e>>2],u=(t[l>>2]|0)+4|0,t[l>>2]=u,e=e+4|0;while((e|0)!=(s|0));t[n>>2]=h+(r<<2)}}function Qi(){_e()}function g0(){var e=0;return e=cn(4)|0,bn(e),e|0}function bn(e){e=e|0,t[e>>2]=p0()|0}function Qu(e){e=e|0,e|0&&(eo(e),yt(e))}function eo(e){e=e|0,K0(t[e>>2]|0)}function po(e,n,r){e=e|0,n=n|0,r=r|0,Uu(t[e>>2]|0,n,r)}function Ju(e,n){e=e|0,n=w(n),Gu(t[e>>2]|0,n)}function bo(e,n){return e=e|0,n=n|0,er(t[e>>2]|0,n)|0}function to(){var e=0;return e=cn(8)|0,Na(e,0),e|0}function Na(e,n){e=e|0,n=n|0,n?n=Hn(t[n>>2]|0)|0:n=or()|0,t[e>>2]=n,t[e+4>>2]=0,Ma(n,e)}function pf(e){e=e|0;var n=0;return n=cn(8)|0,Na(n,e),n|0}function uc(e){e=e|0,e|0&&(ms(e),yt(e))}function ms(e){e=e|0;var n=0;bu(t[e>>2]|0),n=e+4|0,e=t[n>>2]|0,t[n>>2]=0,e|0&&(ia(e),yt(e))}function ia(e){e=e|0,B0(e)}function B0(e){e=e|0,e=t[e>>2]|0,e|0&&Ir(e|0)}function oc(e){return e=e|0,Ls(e)|0}function La(e){e=e|0;var n=0,r=0;r=e+4|0,n=t[r>>2]|0,t[r>>2]=0,n|0&&(ia(n),yt(n)),ao(t[e>>2]|0)}function gd(e,n){e=e|0,n=n|0,ea(t[e>>2]|0,t[n>>2]|0)}function $1(e,n){e=e|0,n=n|0,Z(t[e>>2]|0,n)}function e2(e,n,r){e=e|0,n=n|0,r=+r,lr(t[e>>2]|0,n,w(r))}function ho(e,n,r){e=e|0,n=n|0,r=+r,Qn(t[e>>2]|0,n,w(r))}function Uc(e,n){e=e|0,n=n|0,z(t[e>>2]|0,n)}function Dl(e,n){e=e|0,n=n|0,$(t[e>>2]|0,n)}function el(e,n){e=e|0,n=n|0,me(t[e>>2]|0,n)}function _d(e,n){e=e|0,n=n|0,h0(t[e>>2]|0,n)}function Bs(e,n){e=e|0,n=n|0,Xe(t[e>>2]|0,n)}function wl(e,n){e=e|0,n=n|0,Ni(t[e>>2]|0,n)}function 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nl(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=Pt(n|0,r+1|0)|0}function rl(e,n){e=e|0,n=n|0,n=t[n>>2]|0,t[e>>2]=n,Ei(n|0)}function hh(e){e=e|0;var n=0,r=0;r=e+4|0,n=t[r>>2]|0,t[r>>2]=0,n|0&&(ia(n),yt(n)),$s(t[e>>2]|0,0)}function yf(e){e=e|0,Gr(t[e>>2]|0)}function Vc(e){return e=e|0,Yl(t[e>>2]|0)|0}function Td(e,n,r,u){e=e|0,n=+n,r=+r,u=u|0,Kr(t[e>>2]|0,w(n),w(r),u)}function vh(e){return e=e|0,+ +w(pi(t[e>>2]|0))}function il(e){return e=e|0,+ +w(Q0(t[e>>2]|0))}function sa(e){return e=e|0,+ +w(T0(t[e>>2]|0))}function Cd(e){return e=e|0,+ +w(Fo(t[e>>2]|0))}function xd(e){return e=e|0,+ +w(ta(t[e>>2]|0))}function ac(e){return e=e|0,+ +w(Kl(t[e>>2]|0))}function mh(e,n){e=e|0,n=n|0,U[e>>3]=+w(pi(t[n>>2]|0)),U[e+8>>3]=+w(Q0(t[n>>2]|0)),U[e+16>>3]=+w(T0(t[n>>2]|0)),U[e+24>>3]=+w(Fo(t[n>>2]|0)),U[e+32>>3]=+w(ta(t[n>>2]|0)),U[e+40>>3]=+w(Kl(t[n>>2]|0))}function Ad(e,n){return e=e|0,n=n|0,+ +w(Ki(t[e>>2]|0,n))}function a2(e,n){return e=e|0,n=n|0,+ +w(Yr(t[e>>2]|0,n))}function Gc(e,n){return e=e|0,n=n|0,+ +w(fo(t[e>>2]|0,n))}function Yc(){return Oa()|0}function Us(){Rd(),aa(),Kc(),fc(),cc(),f2()}function Rd(){bN(11713,4938,1)}function aa(){eN(10448)}function Kc(){bM(10408)}function fc(){iM(10324)}function cc(){yE(10096)}function f2(){yh(9132)}function yh(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0,Qe=0,We=0,st=0,Re=0,Fe=0,Qt=0,Lr=0,Nn=0,mn=0,hr=0,kr=0,On=0,Zi=0,ts=0,ns=0,rs=0,Xs=0,$2=0,ed=0,Za=0,td=0,Oc=0,kc=0,nd=0,rd=0,id=0,si=0,$a=0,ud=0,zf=0,od=0,ld=0,Mc=0,Nc=0,qf=0,Il=0,Aa=0,As=0,ef=0,L1=0,F1=0,Lc=0,b1=0,P1=0,Bl=0,vl=0,tf=0,lu=0,I1=0,is=0,Hf=0,us=0,Wf=0,B1=0,U1=0,Vf=0,Ul=0,nf=0,j1=0,z1=0,q1=0,gr=0,Mu=0,ml=0,os=0,jl=0,Tr=0,Fn=0,rf=0;n=m,m=m+672|0,r=n+656|0,rf=n+648|0,Fn=n+640|0,Tr=n+632|0,jl=n+624|0,os=n+616|0,ml=n+608|0,Mu=n+600|0,gr=n+592|0,q1=n+584|0,z1=n+576|0,j1=n+568|0,nf=n+560|0,Ul=n+552|0,Vf=n+544|0,U1=n+536|0,B1=n+528|0,Wf=n+520|0,us=n+512|0,Hf=n+504|0,is=n+496|0,I1=n+488|0,lu=n+480|0,tf=n+472|0,vl=n+464|0,Bl=n+456|0,P1=n+448|0,b1=n+440|0,Lc=n+432|0,F1=n+424|0,L1=n+416|0,ef=n+408|0,As=n+400|0,Aa=n+392|0,Il=n+384|0,qf=n+376|0,Nc=n+368|0,Mc=n+360|0,ld=n+352|0,od=n+344|0,zf=n+336|0,ud=n+328|0,$a=n+320|0,si=n+312|0,id=n+304|0,rd=n+296|0,nd=n+288|0,kc=n+280|0,Oc=n+272|0,td=n+264|0,Za=n+256|0,ed=n+248|0,$2=n+240|0,Xs=n+232|0,rs=n+224|0,ns=n+216|0,ts=n+208|0,Zi=n+200|0,On=n+192|0,kr=n+184|0,hr=n+176|0,mn=n+168|0,Nn=n+160|0,Lr=n+152|0,Qt=n+144|0,Fe=n+136|0,Re=n+128|0,st=n+120|0,We=n+112|0,Qe=n+104|0,ve=n+96|0,Ee=n+88|0,Pe=n+80|0,K=n+72|0,P=n+64|0,O=n+56|0,M=n+48|0,S=n+40|0,D=n+32|0,h=n+24|0,s=n+16|0,l=n+8|0,u=n,gf(e,3646),Xc(e,3651,2)|0,gh(e,3665,2)|0,vm(e,3682,18)|0,t[rf>>2]=19,t[rf+4>>2]=0,t[r>>2]=t[rf>>2],t[r+4>>2]=t[rf+4>>2],js(e,3690,r)|0,t[Fn>>2]=1,t[Fn+4>>2]=0,t[r>>2]=t[Fn>>2],t[r+4>>2]=t[Fn+4>>2],fa(e,3696,r)|0,t[Tr>>2]=2,t[Tr+4>>2]=0,t[r>>2]=t[Tr>>2],t[r+4>>2]=t[Tr+4>>2],Ji(e,3706,r)|0,t[jl>>2]=1,t[jl+4>>2]=0,t[r>>2]=t[jl>>2],t[r+4>>2]=t[jl+4>>2],O0(e,3722,r)|0,t[os>>2]=2,t[os+4>>2]=0,t[r>>2]=t[os>>2],t[r+4>>2]=t[os+4>>2],O0(e,3734,r)|0,t[ml>>2]=3,t[ml+4>>2]=0,t[r>>2]=t[ml>>2],t[r+4>>2]=t[ml+4>>2],Ji(e,3753,r)|0,t[Mu>>2]=4,t[Mu+4>>2]=0,t[r>>2]=t[Mu>>2],t[r+4>>2]=t[Mu+4>>2],Ji(e,3769,r)|0,t[gr>>2]=5,t[gr+4>>2]=0,t[r>>2]=t[gr>>2],t[r+4>>2]=t[gr+4>>2],Ji(e,3783,r)|0,t[q1>>2]=6,t[q1+4>>2]=0,t[r>>2]=t[q1>>2],t[r+4>>2]=t[q1+4>>2],Ji(e,3796,r)|0,t[z1>>2]=7,t[z1+4>>2]=0,t[r>>2]=t[z1>>2],t[r+4>>2]=t[z1+4>>2],Ji(e,3813,r)|0,t[j1>>2]=8,t[j1+4>>2]=0,t[r>>2]=t[j1>>2],t[r+4>>2]=t[j1+4>>2],Ji(e,3825,r)|0,t[nf>>2]=3,t[nf+4>>2]=0,t[r>>2]=t[nf>>2],t[r+4>>2]=t[nf+4>>2],O0(e,3843,r)|0,t[Ul>>2]=4,t[Ul+4>>2]=0,t[r>>2]=t[Ul>>2],t[r+4>>2]=t[Ul+4>>2],O0(e,3853,r)|0,t[Vf>>2]=9,t[Vf+4>>2]=0,t[r>>2]=t[Vf>>2],t[r+4>>2]=t[Vf+4>>2],Ji(e,3870,r)|0,t[U1>>2]=10,t[U1+4>>2]=0,t[r>>2]=t[U1>>2],t[r+4>>2]=t[U1+4>>2],Ji(e,3884,r)|0,t[B1>>2]=11,t[B1+4>>2]=0,t[r>>2]=t[B1>>2],t[r+4>>2]=t[B1+4>>2],Ji(e,3896,r)|0,t[Wf>>2]=1,t[Wf+4>>2]=0,t[r>>2]=t[Wf>>2],t[r+4>>2]=t[Wf+4>>2],t0(e,3907,r)|0,t[us>>2]=2,t[us+4>>2]=0,t[r>>2]=t[us>>2],t[r+4>>2]=t[us+4>>2],t0(e,3915,r)|0,t[Hf>>2]=3,t[Hf+4>>2]=0,t[r>>2]=t[Hf>>2],t[r+4>>2]=t[Hf+4>>2],t0(e,3928,r)|0,t[is>>2]=4,t[is+4>>2]=0,t[r>>2]=t[is>>2],t[r+4>>2]=t[is+4>>2],t0(e,3948,r)|0,t[I1>>2]=5,t[I1+4>>2]=0,t[r>>2]=t[I1>>2],t[r+4>>2]=t[I1+4>>2],t0(e,3960,r)|0,t[lu>>2]=6,t[lu+4>>2]=0,t[r>>2]=t[lu>>2],t[r+4>>2]=t[lu+4>>2],t0(e,3974,r)|0,t[tf>>2]=7,t[tf+4>>2]=0,t[r>>2]=t[tf>>2],t[r+4>>2]=t[tf+4>>2],t0(e,3983,r)|0,t[vl>>2]=20,t[vl+4>>2]=0,t[r>>2]=t[vl>>2],t[r+4>>2]=t[vl+4>>2],js(e,3999,r)|0,t[Bl>>2]=8,t[Bl+4>>2]=0,t[r>>2]=t[Bl>>2],t[r+4>>2]=t[Bl+4>>2],t0(e,4012,r)|0,t[P1>>2]=9,t[P1+4>>2]=0,t[r>>2]=t[P1>>2],t[r+4>>2]=t[P1+4>>2],t0(e,4022,r)|0,t[b1>>2]=21,t[b1+4>>2]=0,t[r>>2]=t[b1>>2],t[r+4>>2]=t[b1+4>>2],js(e,4039,r)|0,t[Lc>>2]=10,t[Lc+4>>2]=0,t[r>>2]=t[Lc>>2],t[r+4>>2]=t[Lc+4>>2],t0(e,4053,r)|0,t[F1>>2]=11,t[F1+4>>2]=0,t[r>>2]=t[F1>>2],t[r+4>>2]=t[F1+4>>2],t0(e,4065,r)|0,t[L1>>2]=12,t[L1+4>>2]=0,t[r>>2]=t[L1>>2],t[r+4>>2]=t[L1+4>>2],t0(e,4084,r)|0,t[ef>>2]=13,t[ef+4>>2]=0,t[r>>2]=t[ef>>2],t[r+4>>2]=t[ef+4>>2],t0(e,4097,r)|0,t[As>>2]=14,t[As+4>>2]=0,t[r>>2]=t[As>>2],t[r+4>>2]=t[As+4>>2],t0(e,4117,r)|0,t[Aa>>2]=15,t[Aa+4>>2]=0,t[r>>2]=t[Aa>>2],t[r+4>>2]=t[Aa+4>>2],t0(e,4129,r)|0,t[Il>>2]=16,t[Il+4>>2]=0,t[r>>2]=t[Il>>2],t[r+4>>2]=t[Il+4>>2],t0(e,4148,r)|0,t[qf>>2]=17,t[qf+4>>2]=0,t[r>>2]=t[qf>>2],t[r+4>>2]=t[qf+4>>2],t0(e,4161,r)|0,t[Nc>>2]=18,t[Nc+4>>2]=0,t[r>>2]=t[Nc>>2],t[r+4>>2]=t[Nc+4>>2],t0(e,4181,r)|0,t[Mc>>2]=5,t[Mc+4>>2]=0,t[r>>2]=t[Mc>>2],t[r+4>>2]=t[Mc+4>>2],O0(e,4196,r)|0,t[ld>>2]=6,t[ld+4>>2]=0,t[r>>2]=t[ld>>2],t[r+4>>2]=t[ld+4>>2],O0(e,4206,r)|0,t[od>>2]=7,t[od+4>>2]=0,t[r>>2]=t[od>>2],t[r+4>>2]=t[od+4>>2],O0(e,4217,r)|0,t[zf>>2]=3,t[zf+4>>2]=0,t[r>>2]=t[zf>>2],t[r+4>>2]=t[zf+4>>2],Jl(e,4235,r)|0,t[ud>>2]=1,t[ud+4>>2]=0,t[r>>2]=t[ud>>2],t[r+4>>2]=t[ud+4>>2],za(e,4251,r)|0,t[$a>>2]=4,t[$a+4>>2]=0,t[r>>2]=t[$a>>2],t[r+4>>2]=t[$a+4>>2],Jl(e,4263,r)|0,t[si>>2]=5,t[si+4>>2]=0,t[r>>2]=t[si>>2],t[r+4>>2]=t[si+4>>2],Jl(e,4279,r)|0,t[id>>2]=6,t[id+4>>2]=0,t[r>>2]=t[id>>2],t[r+4>>2]=t[id+4>>2],Jl(e,4293,r)|0,t[rd>>2]=7,t[rd+4>>2]=0,t[r>>2]=t[rd>>2],t[r+4>>2]=t[rd+4>>2],Jl(e,4306,r)|0,t[nd>>2]=8,t[nd+4>>2]=0,t[r>>2]=t[nd>>2],t[r+4>>2]=t[nd+4>>2],Jl(e,4323,r)|0,t[kc>>2]=9,t[kc+4>>2]=0,t[r>>2]=t[kc>>2],t[r+4>>2]=t[kc+4>>2],Jl(e,4335,r)|0,t[Oc>>2]=2,t[Oc+4>>2]=0,t[r>>2]=t[Oc>>2],t[r+4>>2]=t[Oc+4>>2],za(e,4353,r)|0,t[td>>2]=12,t[td+4>>2]=0,t[r>>2]=t[td>>2],t[r+4>>2]=t[td+4>>2],no(e,4363,r)|0,t[Za>>2]=1,t[Za+4>>2]=0,t[r>>2]=t[Za>>2],t[r+4>>2]=t[Za+4>>2],ul(e,4376,r)|0,t[ed>>2]=2,t[ed+4>>2]=0,t[r>>2]=t[ed>>2],t[r+4>>2]=t[ed+4>>2],ul(e,4388,r)|0,t[$2>>2]=13,t[$2+4>>2]=0,t[r>>2]=t[$2>>2],t[r+4>>2]=t[$2+4>>2],no(e,4402,r)|0,t[Xs>>2]=14,t[Xs+4>>2]=0,t[r>>2]=t[Xs>>2],t[r+4>>2]=t[Xs+4>>2],no(e,4411,r)|0,t[rs>>2]=15,t[rs+4>>2]=0,t[r>>2]=t[rs>>2],t[r+4>>2]=t[rs+4>>2],no(e,4421,r)|0,t[ns>>2]=16,t[ns+4>>2]=0,t[r>>2]=t[ns>>2],t[r+4>>2]=t[ns+4>>2],no(e,4433,r)|0,t[ts>>2]=17,t[ts+4>>2]=0,t[r>>2]=t[ts>>2],t[r+4>>2]=t[ts+4>>2],no(e,4446,r)|0,t[Zi>>2]=18,t[Zi+4>>2]=0,t[r>>2]=t[Zi>>2],t[r+4>>2]=t[Zi+4>>2],no(e,4458,r)|0,t[On>>2]=3,t[On+4>>2]=0,t[r>>2]=t[On>>2],t[r+4>>2]=t[On+4>>2],ul(e,4471,r)|0,t[kr>>2]=1,t[kr+4>>2]=0,t[r>>2]=t[kr>>2],t[r+4>>2]=t[kr+4>>2],dc(e,4486,r)|0,t[hr>>2]=10,t[hr+4>>2]=0,t[r>>2]=t[hr>>2],t[r+4>>2]=t[hr+4>>2],Jl(e,4496,r)|0,t[mn>>2]=11,t[mn+4>>2]=0,t[r>>2]=t[mn>>2],t[r+4>>2]=t[mn+4>>2],Jl(e,4508,r)|0,t[Nn>>2]=3,t[Nn+4>>2]=0,t[r>>2]=t[Nn>>2],t[r+4>>2]=t[Nn+4>>2],za(e,4519,r)|0,t[Lr>>2]=4,t[Lr+4>>2]=0,t[r>>2]=t[Lr>>2],t[r+4>>2]=t[Lr+4>>2],Od(e,4530,r)|0,t[Qt>>2]=19,t[Qt+4>>2]=0,t[r>>2]=t[Qt>>2],t[r+4>>2]=t[Qt+4>>2],_h(e,4542,r)|0,t[Fe>>2]=12,t[Fe+4>>2]=0,t[r>>2]=t[Fe>>2],t[r+4>>2]=t[Fe+4>>2],_f(e,4554,r)|0,t[Re>>2]=13,t[Re+4>>2]=0,t[r>>2]=t[Re>>2],t[r+4>>2]=t[Re+4>>2],Ef(e,4568,r)|0,t[st>>2]=2,t[st+4>>2]=0,t[r>>2]=t[st>>2],t[r+4>>2]=t[st+4>>2],Qc(e,4578,r)|0,t[We>>2]=20,t[We+4>>2]=0,t[r>>2]=t[We>>2],t[r+4>>2]=t[We+4>>2],xl(e,4587,r)|0,t[Qe>>2]=22,t[Qe+4>>2]=0,t[r>>2]=t[Qe>>2],t[r+4>>2]=t[Qe+4>>2],js(e,4602,r)|0,t[ve>>2]=23,t[ve+4>>2]=0,t[r>>2]=t[ve>>2],t[r+4>>2]=t[ve+4>>2],js(e,4619,r)|0,t[Ee>>2]=14,t[Ee+4>>2]=0,t[r>>2]=t[Ee>>2],t[r+4>>2]=t[Ee+4>>2],Jc(e,4629,r)|0,t[Pe>>2]=1,t[Pe+4>>2]=0,t[r>>2]=t[Pe>>2],t[r+4>>2]=t[Pe+4>>2],ca(e,4637,r)|0,t[K>>2]=4,t[K+4>>2]=0,t[r>>2]=t[K>>2],t[r+4>>2]=t[K+4>>2],ul(e,4653,r)|0,t[P>>2]=5,t[P+4>>2]=0,t[r>>2]=t[P>>2],t[r+4>>2]=t[P+4>>2],ul(e,4669,r)|0,t[O>>2]=6,t[O+4>>2]=0,t[r>>2]=t[O>>2],t[r+4>>2]=t[O+4>>2],ul(e,4686,r)|0,t[M>>2]=7,t[M+4>>2]=0,t[r>>2]=t[M>>2],t[r+4>>2]=t[M+4>>2],ul(e,4701,r)|0,t[S>>2]=8,t[S+4>>2]=0,t[r>>2]=t[S>>2],t[r+4>>2]=t[S+4>>2],ul(e,4719,r)|0,t[D>>2]=9,t[D+4>>2]=0,t[r>>2]=t[D>>2],t[r+4>>2]=t[D+4>>2],ul(e,4736,r)|0,t[h>>2]=21,t[h+4>>2]=0,t[r>>2]=t[h>>2],t[r+4>>2]=t[h+4>>2],c2(e,4754,r)|0,t[s>>2]=2,t[s+4>>2]=0,t[r>>2]=t[s>>2],t[r+4>>2]=t[s+4>>2],dc(e,4772,r)|0,t[l>>2]=3,t[l+4>>2]=0,t[r>>2]=t[l>>2],t[r+4>>2]=t[l+4>>2],dc(e,4790,r)|0,t[u>>2]=4,t[u+4>>2]=0,t[r>>2]=t[u>>2],t[r+4>>2]=t[u+4>>2],dc(e,4808,r)|0,m=n}function gf(e,n){e=e|0,n=n|0;var r=0;r=Ja()|0,t[e>>2]=r,jo(r,n),Q2(t[e>>2]|0)}function Xc(e,n,r){return e=e|0,n=n|0,r=r|0,Ot(e,Or(n)|0,r,0),e|0}function gh(e,n,r){return e=e|0,n=n|0,r=r|0,c(e,Or(n)|0,r,0),e|0}function vm(e,n,r){return e=e|0,n=n|0,r=r|0,cE(e,Or(n)|0,r,0),e|0}function js(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],rE(e,n,l),m=u,e|0}function fa(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],bl(e,n,l),m=u,e|0}function Ji(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],d(e,n,l),m=u,e|0}function O0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Tv(e,n,l),m=u,e|0}function t0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],sy(e,n,l),m=u,e|0}function Jl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],W2(e,n,l),m=u,e|0}function za(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],H2(e,n,l),m=u,e|0}function no(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],k0(e,n,l),m=u,e|0}function ul(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Ep(e,n,l),m=u,e|0}function dc(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Hm(e,n,l),m=u,e|0}function Od(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],n0(e,n,l),m=u,e|0}function _h(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],x2(e,n,l),m=u,e|0}function _f(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Fm(e,n,l),m=u,e|0}function Ef(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Zd(e,n,l),m=u,e|0}function Qc(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],p1(e,n,l),m=u,e|0}function xl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Ga(e,n,l),m=u,e|0}function Jc(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Id(e,n,l),m=u,e|0}function ca(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Nd(e,n,l),m=u,e|0}function c2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],d2(e,n,l),m=u,e|0}function d2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],da(e,r,l,1),m=u}function Or(e){return e=e|0,e|0}function da(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=kd()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Zc(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,p2(s,u)|0,u),m=l}function kd(){var e=0,n=0;if(p[7616]|0||(ol(9136),Ht(24,9136,he|0)|0,n=7616,t[n>>2]=1,t[n+4>>2]=0),!(rr(9136)|0)){e=9136,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));ol(9136)}return 9136}function Zc(e){return e=e|0,0}function p2(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=kd()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Df(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(wf(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function vi(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0;h=m,m=m+32|0,K=h+24|0,P=h+20|0,S=h+16|0,O=h+12|0,M=h+8|0,D=h+4|0,Pe=h,t[P>>2]=n,t[S>>2]=r,t[O>>2]=u,t[M>>2]=l,t[D>>2]=s,s=e+28|0,t[Pe>>2]=t[s>>2],t[K>>2]=t[Pe>>2],Md(e+24|0,K,P,O,M,S,D)|0,t[s>>2]=t[t[s>>2]>>2],m=h}function Md(e,n,r,u,l,s,h){return e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0,e=mm(n)|0,n=cn(24)|0,h2(n+4|0,t[r>>2]|0,t[u>>2]|0,t[l>>2]|0,t[s>>2]|0,t[h>>2]|0),t[n>>2]=t[e>>2],t[e>>2]=n,n|0}function mm(e){return e=e|0,t[e>>2]|0}function h2(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=u,t[e+12>>2]=l,t[e+16>>2]=s}function dn(e,n){return e=e|0,n=n|0,n|e|0}function Df(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function wf(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=ym(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Sf(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Df(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Eh(e,D),gm(D),m=M;return}}function ym(e){return e=e|0,357913941}function Sf(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Eh(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function gm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function ol(e){e=e|0,Bo(e)}function $c(e){e=e|0,Un(e+24|0)}function rr(e){return e=e|0,t[e>>2]|0}function Un(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Bo(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,3,n,zn()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function dr(){return 9228}function zn(){return 1140}function ll(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=yo(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=pc(n,u)|0,m=r,n|0}function Pn(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,t[e>>2]=n,t[e+4>>2]=r,t[e+8>>2]=u,t[e+12>>2]=l,t[e+16>>2]=s}function yo(e){return e=e|0,(t[(kd()|0)+24>>2]|0)+(e*12|0)|0}function pc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+48|0,u=l,r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),N1[r&31](u,e),u=ro(u)|0,m=l,u|0}function ro(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Ou(qa()|0)|0,u?(Zl(n,u),Tf(r,n),hc(e,r),e=Es(n)|0):e=vc(e)|0,m=l,e|0}function qa(){var e=0;return p[7632]|0||(xf(9184),Ht(25,9184,he|0)|0,e=7632,t[e>>2]=1,t[e+4>>2]=0),9184}function Ou(e){return e=e|0,t[e+36>>2]|0}function Zl(e,n){e=e|0,n=n|0,t[e>>2]=n,t[e+4>>2]=e,t[e+8>>2]=0}function Tf(e,n){e=e|0,n=n|0,t[e>>2]=t[n>>2],t[e+4>>2]=t[n+4>>2],t[e+8>>2]=0}function hc(e,n){e=e|0,n=n|0,io(n,e,e+8|0,e+16|0,e+24|0,e+32|0,e+40|0)|0}function Es(e){return e=e|0,t[(t[e+4>>2]|0)+8>>2]|0}function vc(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0;S=m,m=m+16|0,r=S+4|0,u=S,l=Sa(8)|0,s=l,h=cn(48)|0,D=h,n=D+48|0;do t[D>>2]=t[e>>2],D=D+4|0,e=e+4|0;while((D|0)<(n|0));return n=s+4|0,t[n>>2]=h,D=cn(8)|0,h=t[n>>2]|0,t[u>>2]=0,t[r>>2]=t[u>>2],Dh(D,h,r),t[l>>2]=D,m=S,s|0}function Dh(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=cn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1092,t[r+12>>2]=n,t[e+4>>2]=r}function an(e){e=e|0,Pv(e),yt(e)}function $l(e){e=e|0,e=t[e+12>>2]|0,e|0&&yt(e)}function go(e){e=e|0,yt(e)}function io(e,n,r,u,l,s,h){return e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0,s=Hi(t[e>>2]|0,n,r,u,l,s,h)|0,h=e+4|0,t[(t[h>>2]|0)+8>>2]=s,t[(t[h>>2]|0)+8>>2]|0}function Hi(e,n,r,u,l,s,h){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,h=h|0;var D=0,S=0;return D=m,m=m+16|0,S=D,Ta(S),e=vo(e)|0,h=zr(e,+U[n>>3],+U[r>>3],+U[u>>3],+U[l>>3],+U[s>>3],+U[h>>3])|0,Ca(S),m=D,h|0}function zr(e,n,r,u,l,s,h){e=e|0,n=+n,r=+r,u=+u,l=+l,s=+s,h=+h;var D=0;return D=mo(Cf()|0)|0,n=+Cl(n),r=+Cl(r),u=+Cl(u),l=+Cl(l),s=+Cl(s),f0(0,D|0,e|0,+n,+r,+u,+l,+s,+ +Cl(h))|0}function Cf(){var e=0;return p[7624]|0||(_m(9172),e=7624,t[e>>2]=1,t[e+4>>2]=0),9172}function _m(e){e=e|0,nl(e,Al()|0,6)}function Al(){return 1112}function xf(e){e=e|0,Ha(e)}function Af(e){e=e|0,v2(e+24|0),m2(e+16|0)}function v2(e){e=e|0,e1(e)}function m2(e){e=e|0,mc(e)}function mc(e){e=e|0;var n=0,r=0;if(n=t[e>>2]|0,n|0)do r=n,n=t[n>>2]|0,yt(r);while((n|0)!=0);t[e>>2]=0}function e1(e){e=e|0;var n=0,r=0;if(n=t[e>>2]|0,n|0)do r=n,n=t[n>>2]|0,yt(r);while((n|0)!=0);t[e>>2]=0}function Ha(e){e=e|0;var n=0;t[e+16>>2]=0,t[e+20>>2]=0,n=e+24|0,t[n>>2]=0,t[e+28>>2]=n,t[e+36>>2]=0,p[e+40>>0]=0,p[e+41>>0]=0}function Nd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],y2(e,r,l,0),m=u}function y2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=t1()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Rf(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,n1(s,u)|0,u),m=l}function t1(){var e=0,n=0;if(p[7640]|0||(Rl(9232),Ht(26,9232,he|0)|0,n=7640,t[n>>2]=1,t[n+4>>2]=0),!(rr(9232)|0)){e=9232,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Rl(9232)}return 9232}function Rf(e){return e=e|0,0}function n1(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=t1()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Wa(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(r1(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Wa(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function r1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Ld(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,g2(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Wa(s,u,r),t[S>>2]=(t[S>>2]|0)+12,yc(e,D),i1(D),m=M;return}}function Ld(e){return e=e|0,357913941}function g2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function yc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function i1(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Rl(e){e=e|0,Fd(e)}function pa(e){e=e|0,wh(e+24|0)}function wh(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Fd(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,1,n,bd()|0,3),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function bd(){return 1144}function Sh(e,n,r,u,l){e=e|0,n=n|0,r=+r,u=+u,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+16|0,h=s+8|0,D=s,S=_2(e)|0,e=t[S+4>>2]|0,t[D>>2]=t[S>>2],t[D+4>>2]=e,t[h>>2]=t[D>>2],t[h+4>>2]=t[D+4>>2],Th(n,h,r,u,l),m=s}function _2(e){return e=e|0,(t[(t1()|0)+24>>2]|0)+(e*12|0)|0}function Th(e,n,r,u,l){e=e|0,n=n|0,r=+r,u=+u,l=l|0;var s=0,h=0,D=0,S=0,M=0;M=m,m=m+16|0,h=M+2|0,D=M+1|0,S=M,s=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(s=t[(t[e>>2]|0)+s>>2]|0),Ol(h,r),r=+es(h,r),Ol(D,u),u=+es(D,u),Ds(S,l),S=zs(S,l)|0,Z8[s&1](e,r,u,S),m=M}function Ol(e,n){e=e|0,n=+n}function es(e,n){return e=e|0,n=+n,+ +Ch(n)}function Ds(e,n){e=e|0,n=n|0}function zs(e,n){return e=e|0,n=n|0,Pd(n)|0}function Pd(e){return e=e|0,e|0}function Ch(e){return e=+e,+e}function Id(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Bd(e,r,l,1),m=u}function Bd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=u1()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=o1(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,xh(s,u)|0,u),m=l}function u1(){var e=0,n=0;if(p[7648]|0||(l1(9268),Ht(27,9268,he|0)|0,n=7648,t[n>>2]=1,t[n+4>>2]=0),!(rr(9268)|0)){e=9268,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));l1(9268)}return 9268}function o1(e){return e=e|0,0}function xh(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=u1()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Ud(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(jd(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Ud(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function jd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=ws(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Va(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Ud(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Ah(e,D),uu(D),m=M;return}}function ws(e){return e=e|0,357913941}function Va(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Ah(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function uu(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function l1(e){e=e|0,kl(e)}function Rh(e){e=e|0,s1(e+24|0)}function s1(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function kl(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,4,n,Oh()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Oh(){return 1160}function zd(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=kh(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=a1(n,u)|0,m=r,n|0}function kh(e){return e=e|0,(t[(u1()|0)+24>>2]|0)+(e*12|0)|0}function a1(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),Ml(Xp[r&31](e)|0)|0}function Ml(e){return e=e|0,e&1|0}function Ga(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ha(e,r,l,0),m=u}function ha(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=qd()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Hd(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Em(s,u)|0,u),m=l}function qd(){var e=0,n=0;if(p[7656]|0||(Lh(9304),Ht(28,9304,he|0)|0,n=7656,t[n>>2]=1,t[n+4>>2]=0),!(rr(9304)|0)){e=9304,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Lh(9304)}return 9304}function Hd(e){return e=e|0,0}function Em(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=qd()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Wd(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Mh(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Wd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Mh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Nh(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Vd(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Wd(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Dm(e,D),wm(D),m=M;return}}function Nh(e){return e=e|0,357913941}function Vd(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Dm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function wm(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Lh(e){e=e|0,f1(e)}function Sm(e){e=e|0,Gd(e+24|0)}function Gd(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function f1(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,5,n,c1()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function c1(){return 1164}function d1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=va(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Yd(n,l,r),m=u}function va(e){return e=e|0,(t[(qd()|0)+24>>2]|0)+(e*12|0)|0}function Yd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),qs(l,r),r=Hs(l,r)|0,N1[u&31](e,r),Ws(l),m=s}function qs(e,n){e=e|0,n=n|0,Kd(e,n)}function Hs(e,n){return e=e|0,n=n|0,e|0}function Ws(e){e=e|0,ia(e)}function Kd(e,n){e=e|0,n=n|0,ma(e,n)}function ma(e,n){e=e|0,n=n|0,t[e>>2]=n}function p1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],E2(e,r,l,0),m=u}function E2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=gc()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Xd(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,_o(s,u)|0,u),m=l}function gc(){var e=0,n=0;if(p[7664]|0||(Uh(9340),Ht(29,9340,he|0)|0,n=7664,t[n>>2]=1,t[n+4>>2]=0),!(rr(9340)|0)){e=9340,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Uh(9340)}return 9340}function Xd(e){return e=e|0,0}function _o(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=gc()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Fh(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(bh(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Fh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function bh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Ph(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Ih(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Fh(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Tm(e,D),Bh(D),m=M;return}}function Ph(e){return e=e|0,357913941}function Ih(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Tm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Bh(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Uh(e){e=e|0,jh(e)}function h1(e){e=e|0,Qd(e+24|0)}function Qd(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function jh(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,4,n,Jd()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Jd(){return 1180}function zh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=Cm(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=xm(n,l,r)|0,m=u,r|0}function Cm(e){return e=e|0,(t[(gc()|0)+24>>2]|0)+(e*12|0)|0}function xm(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Of(l,r),l=kf(l,r)|0,l=D2(ZE[u&15](e,l)|0)|0,m=s,l|0}function Of(e,n){e=e|0,n=n|0}function kf(e,n){return e=e|0,n=n|0,Am(n)|0}function D2(e){return e=e|0,e|0}function Am(e){return e=e|0,e|0}function Zd(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],w2(e,r,l,0),m=u}function w2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=$d()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=qh(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,ep(s,u)|0,u),m=l}function $d(){var e=0,n=0;if(p[7672]|0||(Vh(9376),Ht(30,9376,he|0)|0,n=7672,t[n>>2]=1,t[n+4>>2]=0),!(rr(9376)|0)){e=9376,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Vh(9376)}return 9376}function qh(e){return e=e|0,0}function ep(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=$d()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Hh(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Wh(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Hh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Wh(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=tp(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Rm(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Hh(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Om(e,D),km(D),m=M;return}}function tp(e){return e=e|0,357913941}function Rm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Om(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function km(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Vh(e){e=e|0,np(e)}function v1(e){e=e|0,Mm(e+24|0)}function Mm(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function np(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,5,n,rp()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function rp(){return 1196}function Nm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=Lm(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Gh(n,u)|0,m=r,n|0}function Lm(e){return e=e|0,(t[($d()|0)+24>>2]|0)+(e*12|0)|0}function Gh(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),D2(Xp[r&31](e)|0)|0}function Fm(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],bm(e,r,l,1),m=u}function bm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=ip()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=up(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,ya(s,u)|0,u),m=l}function ip(){var e=0,n=0;if(p[7680]|0||(lp(9412),Ht(31,9412,he|0)|0,n=7680,t[n>>2]=1,t[n+4>>2]=0),!(rr(9412)|0)){e=9412,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));lp(9412)}return 9412}function up(e){return e=e|0,0}function ya(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=ip()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],m1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(op(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function m1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function op(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Yh(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,S2(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],m1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,y1(e,D),Kh(D),m=M;return}}function Yh(e){return e=e|0,357913941}function S2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function y1(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Kh(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function lp(e){e=e|0,Qh(e)}function Xh(e){e=e|0,sp(e+24|0)}function sp(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Qh(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,6,n,Jh()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Jh(){return 1200}function ap(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=T2(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=C2(n,u)|0,m=r,n|0}function T2(e){return e=e|0,(t[(ip()|0)+24>>2]|0)+(e*12|0)|0}function C2(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),z0(Xp[r&31](e)|0)|0}function z0(e){return e=e|0,e|0}function x2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ga(e,r,l,0),m=u}function ga(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Ya()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=A2(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,R2(s,u)|0,u),m=l}function Ya(){var e=0,n=0;if(p[7688]|0||(dp(9448),Ht(32,9448,he|0)|0,n=7688,t[n>>2]=1,t[n+4>>2]=0),!(rr(9448)|0)){e=9448,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));dp(9448)}return 9448}function A2(e){return e=e|0,0}function R2(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Ya()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],fp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(O2(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function fp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function O2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Zh(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Pm(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],fp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,$h(e,D),cp(D),m=M;return}}function Zh(e){return e=e|0,357913941}function Pm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function $h(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function cp(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function dp(e){e=e|0,Bm(e)}function pp(e){e=e|0,Im(e+24|0)}function Im(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Bm(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,6,n,Eo()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Eo(){return 1204}function k2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=Um(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],sl(n,l,r),m=u}function Um(e){return e=e|0,(t[(Ya()|0)+24>>2]|0)+(e*12|0)|0}function sl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Jn(l,r),l=Vs(l,r)|0,N1[u&31](e,l),m=s}function Jn(e,n){e=e|0,n=n|0}function Vs(e,n){return e=e|0,n=n|0,al(n)|0}function al(e){return e=e|0,e|0}function n0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ev(e,r,l,0),m=u}function ev(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Gs()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=hp(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,jm(s,u)|0,u),m=l}function Gs(){var e=0,n=0;if(p[7696]|0||(yp(9484),Ht(33,9484,he|0)|0,n=7696,t[n>>2]=1,t[n+4>>2]=0),!(rr(9484)|0)){e=9484,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));yp(9484)}return 9484}function hp(e){return e=e|0,0}function jm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Gs()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],tv(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(vp(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function tv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function vp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=zm(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,mp(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],tv(s,u,r),t[S>>2]=(t[S>>2]|0)+12,_c(e,D),Ea(D),m=M;return}}function zm(e){return e=e|0,357913941}function mp(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function _c(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Ea(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function yp(e){e=e|0,zu(e)}function M2(e){e=e|0,ku(e+24|0)}function ku(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function zu(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,1,n,gp()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function gp(){return 1212}function _p(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=nv(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],qm(n,s,r,u),m=l}function nv(e){return e=e|0,(t[(Gs()|0)+24>>2]|0)+(e*12|0)|0}function qm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),Jn(s,r),s=Vs(s,r)|0,Of(h,u),h=kf(h,u)|0,jy[l&15](e,s,h),m=D}function Hm(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Wm(e,r,l,1),m=u}function Wm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=N2()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=rv(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Ec(s,u)|0,u),m=l}function N2(){var e=0,n=0;if(p[7704]|0||(iv(9520),Ht(34,9520,he|0)|0,n=7704,t[n>>2]=1,t[n+4>>2]=0),!(rr(9520)|0)){e=9520,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));iv(9520)}return 9520}function rv(e){return e=e|0,0}function Ec(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=N2()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],g1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Vm(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function g1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Vm(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=L2(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,_1(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],g1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Nl(e,D),Da(D),m=M;return}}function L2(e){return e=e|0,357913941}function _1(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Nl(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Da(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function iv(e){e=e|0,ov(e)}function Gm(e){e=e|0,uv(e+24|0)}function uv(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function ov(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,1,n,Ym()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Ym(){return 1224}function lv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;return l=m,m=m+16|0,s=l+8|0,h=l,D=wa(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],u=+Cr(n,s,r),m=l,+u}function wa(e){return e=e|0,(t[(N2()|0)+24>>2]|0)+(e*12|0)|0}function Cr(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ds(l,r),l=zs(l,r)|0,h=+ja(+eS[u&7](e,l)),m=s,+h}function Ep(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],fl(e,r,l,1),m=u}function fl(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=cu()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=E1(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,ki(s,u)|0,u),m=l}function cu(){var e=0,n=0;if(p[7712]|0||(wp(9556),Ht(35,9556,he|0)|0,n=7712,t[n>>2]=1,t[n+4>>2]=0),!(rr(9556)|0)){e=9556,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));wp(9556)}return 9556}function E1(e){return e=e|0,0}function ki(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=cu()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Dp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(F2(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Dp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function F2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Do(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Ss(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Dp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Mf(e,D),b2(D),m=M;return}}function Do(e){return e=e|0,357913941}function Ss(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Mf(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function b2(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function wp(e){e=e|0,Sp(e)}function D1(e){e=e|0,w1(e+24|0)}function w1(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Sp(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,5,n,Zn()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Zn(){return 1232}function cl(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=qn(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=+q0(n,l),m=u,+r}function qn(e){return e=e|0,(t[(cu()|0)+24>>2]|0)+(e*12|0)|0}function q0(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),+ +ja(+$8[r&15](e))}function k0(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],P2(e,r,l,1),m=u}function P2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Ll()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=S1(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Dc(s,u)|0,u),m=l}function Ll(){var e=0,n=0;if(p[7720]|0||(U2(9592),Ht(36,9592,he|0)|0,n=7720,t[n>>2]=1,t[n+4>>2]=0),!(rr(9592)|0)){e=9592,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));U2(9592)}return 9592}function S1(e){return e=e|0,0}function Dc(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Ll()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],wc(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(I2(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function wc(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function I2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Tp(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,M0(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],wc(s,u,r),t[S>>2]=(t[S>>2]|0)+12,fn(e,D),B2(D),m=M;return}}function Tp(e){return e=e|0,357913941}function M0(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function fn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function B2(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function U2(e){e=e|0,Cc(e)}function Sc(e){e=e|0,Tc(e+24|0)}function Tc(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Cc(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,7,n,T1()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function T1(){return 1276}function Cp(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=Ka(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=Km(n,u)|0,m=r,n|0}function Ka(e){return e=e|0,(t[(Ll()|0)+24>>2]|0)+(e*12|0)|0}function Km(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;return l=m,m=m+16|0,u=l,r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),N1[r&31](u,e),u=xc(u)|0,m=l,u|0}function xc(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Ou(j2()|0)|0,u?(Zl(n,u),Tf(r,n),sv(e,r),e=Es(n)|0):e=C1(e)|0,m=l,e|0}function j2(){var e=0;return p[7736]|0||(Uo(9640),Ht(25,9640,he|0)|0,e=7736,t[e>>2]=1,t[e+4>>2]=0),9640}function sv(e,n){e=e|0,n=n|0,Ac(n,e,e+8|0)|0}function C1(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Sa(8)|0,n=u,D=cn(16)|0,t[D>>2]=t[e>>2],t[D+4>>2]=t[e+4>>2],t[D+8>>2]=t[e+8>>2],t[D+12>>2]=t[e+12>>2],s=n+4|0,t[s>>2]=D,e=cn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],Nf(e,s,l),t[u>>2]=e,m=r,n|0}function Nf(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=cn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1244,t[r+12>>2]=n,t[e+4>>2]=r}function Lf(e){e=e|0,Pv(e),yt(e)}function x1(e){e=e|0,e=t[e+12>>2]|0,e|0&&yt(e)}function Fl(e){e=e|0,yt(e)}function Ac(e,n,r){return e=e|0,n=n|0,r=r|0,n=Ff(t[e>>2]|0,n,r)|0,r=e+4|0,t[(t[r>>2]|0)+8>>2]=n,t[(t[r>>2]|0)+8>>2]|0}function Ff(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;return u=m,m=m+16|0,l=u,Ta(l),e=vo(e)|0,r=Xm(e,t[n>>2]|0,+U[r>>3])|0,Ca(l),m=u,r|0}function Xm(e,n,r){e=e|0,n=n|0,r=+r;var u=0;return u=mo(dl()|0)|0,n=u2(n)|0,Pr(0,u|0,e|0,n|0,+ +Cl(r))|0}function dl(){var e=0;return p[7728]|0||(z2(9628),e=7728,t[e>>2]=1,t[e+4>>2]=0),9628}function z2(e){e=e|0,nl(e,q2()|0,2)}function q2(){return 1264}function Uo(e){e=e|0,Ha(e)}function H2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Qm(e,r,l,1),m=u}function Qm(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=A1()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Jm(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Zm(s,u)|0,u),m=l}function A1(){var e=0,n=0;if(p[7744]|0||(cv(9684),Ht(37,9684,he|0)|0,n=7744,t[n>>2]=1,t[n+4>>2]=0),!(rr(9684)|0)){e=9684,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));cv(9684)}return 9684}function Jm(e){return e=e|0,0}function Zm(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=A1()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],av(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):($m(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function av(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function $m(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=fv(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,ey(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],av(s,u,r),t[S>>2]=(t[S>>2]|0)+12,ty(e,D),ny(D),m=M;return}}function fv(e){return e=e|0,357913941}function ey(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function ty(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function ny(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function cv(e){e=e|0,iy(e)}function ry(e){e=e|0,xp(e+24|0)}function xp(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function iy(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,5,n,bf()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function bf(){return 1280}function dv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=pv(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=hv(n,l,r)|0,m=u,r|0}function pv(e){return e=e|0,(t[(A1()|0)+24>>2]|0)+(e*12|0)|0}function hv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return h=m,m=m+32|0,l=h,s=h+16|0,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ds(s,r),s=zs(s,r)|0,jy[u&15](l,e,s),s=xc(l)|0,m=h,s|0}function W2(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],V2(e,r,l,1),m=u}function V2(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Ap()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=vv(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,G2(s,u)|0,u),m=l}function Ap(){var e=0,n=0;if(p[7752]|0||(Ev(9720),Ht(38,9720,he|0)|0,n=7752,t[n>>2]=1,t[n+4>>2]=0),!(rr(9720)|0)){e=9720,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Ev(9720)}return 9720}function vv(e){return e=e|0,0}function G2(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Ap()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],mv(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(yv(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function mv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function yv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Rp(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,gv(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],mv(s,u,r),t[S>>2]=(t[S>>2]|0)+12,_v(e,D),uy(D),m=M;return}}function Rp(e){return e=e|0,357913941}function gv(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function _v(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function uy(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Ev(e){e=e|0,Dv(e)}function oy(e){e=e|0,Y2(e+24|0)}function Y2(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Dv(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,8,n,Op()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Op(){return 1288}function ly(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;return r=m,m=m+16|0,u=r+8|0,l=r,s=r0(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],n=kp(n,u)|0,m=r,n|0}function r0(e){return e=e|0,(t[(Ap()|0)+24>>2]|0)+(e*12|0)|0}function kp(e,n){e=e|0,n=n|0;var r=0;return r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),s2(Xp[r&31](e)|0)|0}function sy(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ay(e,r,l,0),m=u}function ay(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Mp()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=Xa(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Np(s,u)|0,u),m=l}function Mp(){var e=0,n=0;if(p[7760]|0||(bp(9756),Ht(39,9756,he|0)|0,n=7760,t[n>>2]=1,t[n+4>>2]=0),!(rr(9756)|0)){e=9756,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));bp(9756)}return 9756}function Xa(e){return e=e|0,0}function Np(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Mp()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],Lp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Fp(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function Lp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Fp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=fy(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,cy(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],Lp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,wv(e,D),Pf(D),m=M;return}}function fy(e){return e=e|0,357913941}function cy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function wv(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Pf(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function bp(e){e=e|0,py(e)}function Sv(e){e=e|0,dy(e+24|0)}function dy(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function py(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,8,n,Pp()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Pp(){return 1292}function Ip(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=hy(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],vy(n,l,r),m=u}function hy(e){return e=e|0,(t[(Mp()|0)+24>>2]|0)+(e*12|0)|0}function vy(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ol(l,r),r=+es(l,r),Q8[u&31](e,r),m=s}function Tv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Bp(e,r,l,0),m=u}function Bp(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Up()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=K2(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,my(s,u)|0,u),m=l}function Up(){var e=0,n=0;if(p[7768]|0||(jp(9792),Ht(40,9792,he|0)|0,n=7768,t[n>>2]=1,t[n+4>>2]=0),!(rr(9792)|0)){e=9792,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));jp(9792)}return 9792}function K2(e){return e=e|0,0}function my(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Up()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],R1(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(yy(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function R1(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function yy(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Cv(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,xv(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],R1(s,u,r),t[S>>2]=(t[S>>2]|0)+12,gy(e,D),If(D),m=M;return}}function Cv(e){return e=e|0,357913941}function xv(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function gy(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function If(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function jp(e){e=e|0,Ey(e)}function Av(e){e=e|0,_y(e+24|0)}function _y(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Ey(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,1,n,zp()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function zp(){return 1300}function Dy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=+u;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=Ys(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],wy(n,s,r,u),m=l}function Ys(e){return e=e|0,(t[(Up()|0)+24>>2]|0)+(e*12|0)|0}function wy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=+u;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),Ds(s,r),s=zs(s,r)|0,Ol(h,u),u=+es(h,u),iS[l&15](e,s,u),m=D}function d(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],v(e,r,l,0),m=u}function v(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=x()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=b(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,H(s,u)|0,u),m=l}function x(){var e=0,n=0;if(p[7776]|0||(Rt(9828),Ht(41,9828,he|0)|0,n=7776,t[n>>2]=1,t[n+4>>2]=0),!(rr(9828)|0)){e=9828,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Rt(9828)}return 9828}function b(e){return e=e|0,0}function H(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=x()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],ee(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(de(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function ee(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function de(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=ye(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,be(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],ee(s,u,r),t[S>>2]=(t[S>>2]|0)+12,gt(e,D),Dt(D),m=M;return}}function ye(e){return e=e|0,357913941}function be(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function gt(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Dt(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Rt(e){e=e|0,$n(e)}function rn(e){e=e|0,Rn(e+24|0)}function Rn(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function $n(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,7,n,Nr()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Nr(){return 1312}function ir(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=Zr(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ui(n,l,r),m=u}function Zr(e){return e=e|0,(t[(x()|0)+24>>2]|0)+(e*12|0)|0}function ui(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ds(l,r),l=zs(l,r)|0,N1[u&31](e,l),m=s}function bl(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],Wi(e,r,l,0),m=u}function Wi(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=uo()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=i0(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,Ts(s,u)|0,u),m=l}function uo(){var e=0,n=0;if(p[7784]|0||(r_(9864),Ht(42,9864,he|0)|0,n=7784,t[n>>2]=1,t[n+4>>2]=0),!(rr(9864)|0)){e=9864,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));r_(9864)}return 9864}function i0(e){return e=e|0,0}function Ts(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=uo()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],wo(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(Rv(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function wo(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function Rv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=X4(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Sy(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],wo(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Ty(e,D),Qa(D),m=M;return}}function X4(e){return e=e|0,357913941}function Sy(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Ty(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Qa(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function r_(e){e=e|0,Z4(e)}function Q4(e){e=e|0,J4(e+24|0)}function J4(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function Z4(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,8,n,$4()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function $4(){return 1320}function Cy(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=eE(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],tE(n,l,r),m=u}function eE(e){return e=e|0,(t[(uo()|0)+24>>2]|0)+(e*12|0)|0}function tE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),xy(l,r),l=i_(l,r)|0,N1[u&31](e,l),m=s}function xy(e,n){e=e|0,n=n|0}function i_(e,n){return e=e|0,n=n|0,nE(n)|0}function nE(e){return e=e|0,e|0}function rE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],u_(e,r,l,0),m=u}function u_(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=Bf()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=o_(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,iE(s,u)|0,u),m=l}function Bf(){var e=0,n=0;if(p[7792]|0||(Oy(9900),Ht(43,9900,he|0)|0,n=7792,t[n>>2]=1,t[n+4>>2]=0),!(rr(9900)|0)){e=9900,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Oy(9900)}return 9900}function o_(e){return e=e|0,0}function iE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=Bf()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],qp(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(uE(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function qp(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function uE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=Ov(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,Ay(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],qp(s,u,r),t[S>>2]=(t[S>>2]|0)+12,Ry(e,D),oE(D),m=M;return}}function Ov(e){return e=e|0,357913941}function Ay(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function Ry(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function oE(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function Oy(e){e=e|0,l_(e)}function lE(e){e=e|0,sE(e+24|0)}function sE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function l_(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,22,n,aE()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function aE(){return 1344}function fE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0;r=m,m=m+16|0,u=r+8|0,l=r,s=s_(e)|0,e=t[s+4>>2]|0,t[l>>2]=t[s>>2],t[l+4>>2]=e,t[u>>2]=t[l>>2],t[u+4>>2]=t[l+4>>2],kv(n,u),m=r}function s_(e){return e=e|0,(t[(Bf()|0)+24>>2]|0)+(e*12|0)|0}function kv(e,n){e=e|0,n=n|0;var r=0;r=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(r=t[(t[e>>2]|0)+r>>2]|0),M1[r&127](e)}function cE(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=ky()|0,e=dE(r)|0,vi(s,n,l,e,pE(r,u)|0,u)}function ky(){var e=0,n=0;if(p[7800]|0||(Ny(9936),Ht(44,9936,he|0)|0,n=7800,t[n>>2]=1,t[n+4>>2]=0),!(rr(9936)|0)){e=9936,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));Ny(9936)}return 9936}function dE(e){return e=e|0,e|0}function pE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=ky()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(My(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(a_(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function My(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function a_(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=f_(e)|0,u>>>0>>0)li(e);else{S=t[e>>2]|0,O=(t[e+8>>2]|0)-S|0,M=O>>2,c_(l,O>>3>>>0>>1>>>0?M>>>0>>0?h:M:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,My(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,d_(e,l),p_(l),m=D;return}}function f_(e){return e=e|0,536870911}function c_(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)Xn();else{l=cn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function d_(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function p_(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&yt(e)}function Ny(e){e=e|0,v_(e)}function h_(e){e=e|0,hE(e+24|0)}function hE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function v_(e){e=e|0;var n=0;n=dr()|0,Pn(e,1,23,n,Eo()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function vE(e,n){e=e|0,n=n|0,a(t[(mE(e)|0)>>2]|0,n)}function mE(e){return e=e|0,(t[(ky()|0)+24>>2]|0)+(e<<3)|0}function a(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,Jn(u,n),n=Vs(u,n)|0,M1[e&127](n),m=r}function c(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=_()|0,e=T(r)|0,vi(s,n,l,e,R(r,u)|0,u)}function _(){var e=0,n=0;if(p[7808]|0||(pt(9972),Ht(45,9972,he|0)|0,n=7808,t[n>>2]=1,t[n+4>>2]=0),!(rr(9972)|0)){e=9972,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));pt(9972)}return 9972}function T(e){return e=e|0,e|0}function R(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=_()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(j(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(V(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function j(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function V(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=te(e)|0,u>>>0>>0)li(e);else{S=t[e>>2]|0,O=(t[e+8>>2]|0)-S|0,M=O>>2,oe(l,O>>3>>>0>>1>>>0?M>>>0>>0?h:M:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,j(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,Ie(e,l),Ye(l),m=D;return}}function te(e){return e=e|0,536870911}function oe(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)Xn();else{l=cn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function Ie(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function Ye(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&yt(e)}function pt(e){e=e|0,zt(e)}function Nt(e){e=e|0,Vt(e+24|0)}function Vt(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function zt(e){e=e|0;var n=0;n=dr()|0,Pn(e,1,9,n,vn()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function vn(){return 1348}function xr(e,n){return e=e|0,n=n|0,wi(t[($r(e)|0)>>2]|0,n)|0}function $r(e){return e=e|0,(t[(_()|0)+24>>2]|0)+(e<<3)|0}function wi(e,n){e=e|0,n=n|0;var r=0,u=0;return r=m,m=m+16|0,u=r,N0(u,n),n=Vi(u,n)|0,n=D2(Xp[e&31](n)|0)|0,m=r,n|0}function N0(e,n){e=e|0,n=n|0}function Vi(e,n){return e=e|0,n=n|0,it(n)|0}function it(e){return e=e|0,e|0}function Ot(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=Je()|0,e=Bt(r)|0,vi(s,n,l,e,Mn(r,u)|0,u)}function Je(){var e=0,n=0;if(p[7816]|0||(qr(10008),Ht(46,10008,he|0)|0,n=7816,t[n>>2]=1,t[n+4>>2]=0),!(rr(10008)|0)){e=10008,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));qr(10008)}return 10008}function Bt(e){return e=e|0,e|0}function Mn(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=Je()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(pn(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(Pi(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function pn(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function Pi(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=oi(e)|0,u>>>0>>0)li(e);else{S=t[e>>2]|0,O=(t[e+8>>2]|0)-S|0,M=O>>2,qu(l,O>>3>>>0>>1>>>0?M>>>0>>0?h:M:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,pn(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,ar(e,l),ou(l),m=D;return}}function oi(e){return e=e|0,536870911}function qu(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)Xn();else{l=cn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function ar(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function ou(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&yt(e)}function qr(e){e=e|0,H0(e)}function _u(e){e=e|0,_0(e+24|0)}function _0(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function H0(e){e=e|0;var n=0;n=dr()|0,Pn(e,1,15,n,rp()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function Cs(e){return e=e|0,pl(t[(Hu(e)|0)>>2]|0)|0}function Hu(e){return e=e|0,(t[(Je()|0)+24>>2]|0)+(e<<3)|0}function pl(e){return e=e|0,D2(N_[e&7]()|0)|0}function Ja(){var e=0;return p[7832]|0||(y_(10052),Ht(25,10052,he|0)|0,e=7832,t[e>>2]=1,t[e+4>>2]=0),10052}function jo(e,n){e=e|0,n=n|0,t[e>>2]=xs()|0,t[e+4>>2]=X2()|0,t[e+12>>2]=n,t[e+8>>2]=Uf()|0,t[e+32>>2]=2}function xs(){return 11709}function X2(){return 1188}function Uf(){return O1()|0}function Rc(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,(Pl(u,896)|0)==512?r|0&&(zo(r),yt(r)):n|0&&(ms(n),yt(n))}function Pl(e,n){return e=e|0,n=n|0,n&e|0}function zo(e){e=e|0,e=t[e+4>>2]|0,e|0&&J2(e)}function O1(){var e=0;return p[7824]|0||(t[2511]=m_()|0,t[2512]=0,e=7824,t[e>>2]=1,t[e+4>>2]=0),10044}function m_(){return 0}function y_(e){e=e|0,Ha(e)}function yE(e){e=e|0;var n=0,r=0,u=0,l=0,s=0;n=m,m=m+32|0,r=n+24|0,s=n+16|0,l=n+8|0,u=n,g_(e,4827),gE(e,4834,3)|0,_E(e,3682,47)|0,t[s>>2]=9,t[s+4>>2]=0,t[r>>2]=t[s>>2],t[r+4>>2]=t[s+4>>2],Ly(e,4841,r)|0,t[l>>2]=1,t[l+4>>2]=0,t[r>>2]=t[l>>2],t[r+4>>2]=t[l+4>>2],__(e,4871,r)|0,t[u>>2]=10,t[u+4>>2]=0,t[r>>2]=t[u>>2],t[r+4>>2]=t[u+4>>2],EE(e,4891,r)|0,m=n}function g_(e,n){e=e|0,n=n|0;var r=0;r=Qk()|0,t[e>>2]=r,Jk(r,n),Q2(t[e>>2]|0)}function gE(e,n,r){return e=e|0,n=n|0,r=r|0,Fk(e,Or(n)|0,r,0),e|0}function _E(e,n,r){return e=e|0,n=n|0,r=r|0,_k(e,Or(n)|0,r,0),e|0}function Ly(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],ek(e,n,l),m=u,e|0}function __(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],bO(e,n,l),m=u,e|0}function EE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=t[r+4>>2]|0,t[s>>2]=t[r>>2],t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],DE(e,n,l),m=u,e|0}function DE(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],wE(e,r,l,1),m=u}function wE(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=SE()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=DO(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,wO(s,u)|0,u),m=l}function SE(){var e=0,n=0;if(p[7840]|0||(L3(10100),Ht(48,10100,he|0)|0,n=7840,t[n>>2]=1,t[n+4>>2]=0),!(rr(10100)|0)){e=10100,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));L3(10100)}return 10100}function DO(e){return e=e|0,0}function wO(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=SE()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],N3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(SO(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function N3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function SO(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=TO(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,CO(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],N3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,xO(e,D),AO(D),m=M;return}}function TO(e){return e=e|0,357913941}function CO(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function xO(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function AO(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function L3(e){e=e|0,kO(e)}function RO(e){e=e|0,OO(e+24|0)}function OO(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function kO(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,6,n,MO()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function MO(){return 1364}function NO(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;return u=m,m=m+16|0,l=u+8|0,s=u,h=LO(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],r=FO(n,l,r)|0,m=u,r|0}function LO(e){return e=e|0,(t[(SE()|0)+24>>2]|0)+(e*12|0)|0}function FO(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),Ds(l,r),l=zs(l,r)|0,l=Ml(ZE[u&15](e,l)|0)|0,m=s,l|0}function bO(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],PO(e,r,l,0),m=u}function PO(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=TE()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=IO(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,BO(s,u)|0,u),m=l}function TE(){var e=0,n=0;if(p[7848]|0||(b3(10136),Ht(49,10136,he|0)|0,n=7848,t[n>>2]=1,t[n+4>>2]=0),!(rr(10136)|0)){e=10136,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));b3(10136)}return 10136}function IO(e){return e=e|0,0}function BO(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=TE()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],F3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(UO(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function F3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function UO(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=jO(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,zO(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],F3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,qO(e,D),HO(D),m=M;return}}function jO(e){return e=e|0,357913941}function zO(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function qO(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function HO(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function b3(e){e=e|0,GO(e)}function WO(e){e=e|0,VO(e+24|0)}function VO(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function GO(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,9,n,YO()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function YO(){return 1372}function KO(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,l=u+8|0,s=u,h=XO(e)|0,e=t[h+4>>2]|0,t[s>>2]=t[h>>2],t[s+4>>2]=e,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],QO(n,l,r),m=u}function XO(e){return e=e|0,(t[(TE()|0)+24>>2]|0)+(e*12|0)|0}function QO(e,n,r){e=e|0,n=n|0,r=+r;var u=0,l=0,s=0,h=St;s=m,m=m+16|0,l=s,u=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(u=t[(t[e>>2]|0)+u>>2]|0),JO(l,r),h=w(ZO(l,r)),X8[u&1](e,h),m=s}function JO(e,n){e=e|0,n=+n}function ZO(e,n){return e=e|0,n=+n,w($O(n))}function $O(e){return e=+e,w(e)}function ek(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+16|0,l=u+8|0,s=u,D=t[r>>2]|0,h=t[r+4>>2]|0,r=Or(n)|0,t[s>>2]=D,t[s+4>>2]=h,t[l>>2]=t[s>>2],t[l+4>>2]=t[s+4>>2],tk(e,r,l,0),m=u}function tk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0,S=0,M=0,O=0;l=m,m=m+32|0,s=l+16|0,O=l+8|0,D=l,M=t[r>>2]|0,S=t[r+4>>2]|0,h=t[e>>2]|0,e=CE()|0,t[O>>2]=M,t[O+4>>2]=S,t[s>>2]=t[O>>2],t[s+4>>2]=t[O+4>>2],r=nk(s)|0,t[D>>2]=M,t[D+4>>2]=S,t[s>>2]=t[D>>2],t[s+4>>2]=t[D+4>>2],vi(h,n,e,r,rk(s,u)|0,u),m=l}function CE(){var e=0,n=0;if(p[7856]|0||(I3(10172),Ht(50,10172,he|0)|0,n=7856,t[n>>2]=1,t[n+4>>2]=0),!(rr(10172)|0)){e=10172,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));I3(10172)}return 10172}function nk(e){return e=e|0,0}function rk(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0;return O=m,m=m+32|0,l=O+24|0,h=O+16|0,D=O,S=O+8|0,s=t[e>>2]|0,u=t[e+4>>2]|0,t[D>>2]=s,t[D+4>>2]=u,P=CE()|0,M=P+24|0,e=dn(n,4)|0,t[S>>2]=e,n=P+28|0,r=t[n>>2]|0,r>>>0<(t[P+32>>2]|0)>>>0?(t[h>>2]=s,t[h+4>>2]=u,t[l>>2]=t[h>>2],t[l+4>>2]=t[h+4>>2],P3(r,l,e),e=(t[n>>2]|0)+12|0,t[n>>2]=e):(ik(M,D,S),e=t[n>>2]|0),m=O,((e-(t[M>>2]|0)|0)/12|0)+-1|0}function P3(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=t[n+4>>2]|0,t[e>>2]=t[n>>2],t[e+4>>2]=u,t[e+8>>2]=r}function ik(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;if(M=m,m=m+48|0,u=M+32|0,h=M+24|0,D=M,S=e+4|0,l=(((t[S>>2]|0)-(t[e>>2]|0)|0)/12|0)+1|0,s=uk(e)|0,s>>>0>>0)li(e);else{O=t[e>>2]|0,K=((t[e+8>>2]|0)-O|0)/12|0,P=K<<1,ok(D,K>>>0>>1>>>0?P>>>0>>0?l:P:s,((t[S>>2]|0)-O|0)/12|0,e+8|0),S=D+8|0,s=t[S>>2]|0,l=t[n+4>>2]|0,r=t[r>>2]|0,t[h>>2]=t[n>>2],t[h+4>>2]=l,t[u>>2]=t[h>>2],t[u+4>>2]=t[h+4>>2],P3(s,u,r),t[S>>2]=(t[S>>2]|0)+12,lk(e,D),sk(D),m=M;return}}function uk(e){return e=e|0,357913941}function ok(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>357913941)Xn();else{l=cn(n*12|0)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r*12|0)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n*12|0)}function lk(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(((l|0)/-12|0)*12|0)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function sk(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~(((u+-12-n|0)>>>0)/12|0)*12|0)),e=t[e>>2]|0,e|0&&yt(e)}function I3(e){e=e|0,ck(e)}function ak(e){e=e|0,fk(e+24|0)}function fk(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~(((n+-12-u|0)>>>0)/12|0)*12|0)),yt(r))}function ck(e){e=e|0;var n=0;n=dr()|0,Pn(e,2,3,n,dk()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function dk(){return 1380}function pk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+8|0,h=l,D=hk(e)|0,e=t[D+4>>2]|0,t[h>>2]=t[D>>2],t[h+4>>2]=e,t[s>>2]=t[h>>2],t[s+4>>2]=t[h+4>>2],vk(n,s,r,u),m=l}function hk(e){return e=e|0,(t[(CE()|0)+24>>2]|0)+(e*12|0)|0}function vk(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;D=m,m=m+16|0,s=D+1|0,h=D,l=t[n>>2]|0,n=t[n+4>>2]|0,e=e+(n>>1)|0,n&1&&(l=t[(t[e>>2]|0)+l>>2]|0),Ds(s,r),s=zs(s,r)|0,mk(h,u),h=yk(h,u)|0,jy[l&15](e,s,h),m=D}function mk(e,n){e=e|0,n=n|0}function yk(e,n){return e=e|0,n=n|0,gk(n)|0}function gk(e){return e=e|0,(e|0)!=0|0}function _k(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=xE()|0,e=Ek(r)|0,vi(s,n,l,e,Dk(r,u)|0,u)}function xE(){var e=0,n=0;if(p[7864]|0||(U3(10208),Ht(51,10208,he|0)|0,n=7864,t[n>>2]=1,t[n+4>>2]=0),!(rr(10208)|0)){e=10208,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));U3(10208)}return 10208}function Ek(e){return e=e|0,e|0}function Dk(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return 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lL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,(Pl(u,896)|0)==512?r|0&&(sL(r),yt(r)):n|0&&yt(n)}function sL(e){e=e|0,e=t[e+4>>2]|0,e|0&&J2(e)}function aL(e){e=e|0,Ha(e)}function fL(e,n){e=e|0,n=n|0;var r=0,u=0;Mv()|0,r=t[2652]|0;e:do if(r|0){for(;u=t[r+4>>2]|0,!(u|0?(L8(OE(u)|0,e)|0)==0:0);)if(r=t[r>>2]|0,!r)break e;cL(u,n)}while(0)}function OE(e){return e=e|0,t[e+12>>2]|0}function cL(e,n){e=e|0,n=n|0;var r=0;e=e+36|0,r=t[e>>2]|0,r|0&&(ia(r),yt(r)),r=cn(4)|0,mf(r,n),t[e>>2]=r}function kE(){return p[11716]|0||(t[2664]=0,Ht(63,10656,he|0)|0,p[11716]=1),10656}function $3(){var e=0;return p[11717]|0?e=t[2665]|0:(dL(),t[2665]=1504,p[11717]=1,e=1504),e|0}function 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r=0,u=0,l=0;l=m,m=m+32|0,r=l,u=t[e>>2]|0,(t[e+8>>2]|0)-u>>2>>>0>>0&&(a8(r,n,(t[e+4>>2]|0)-u>>2,e+8|0),f8(e,r),c8(r)),m=l}function NE(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0;if(h=m,m=m+32|0,r=h,u=e+4|0,l=((t[u>>2]|0)-(t[e>>2]|0)>>2)+1|0,s=s8(e)|0,s>>>0>>0)li(e);else{D=t[e>>2]|0,M=(t[e+8>>2]|0)-D|0,S=M>>1,a8(r,M>>2>>>0>>1>>>0?S>>>0>>0?l:S:s,(t[u>>2]|0)-D>>2,e+8|0),s=r+8|0,t[t[s>>2]>>2]=t[n>>2],t[s>>2]=(t[s>>2]|0)+4,f8(e,r),c8(r),m=h;return}}function Py(e){return e=e|0,t[e+8>>2]|0}function mL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0;if(h=m,m=m+32|0,r=h,u=e+4|0,l=((t[u>>2]|0)-(t[e>>2]|0)>>2)+1|0,s=l8(e)|0,s>>>0>>0)li(e);else{D=t[e>>2]|0,M=(t[e+8>>2]|0)-D|0,S=M>>1,PL(r,M>>2>>>0>>1>>>0?S>>>0>>0?l:S:s,(t[u>>2]|0)-D>>2,e+8|0),s=r+8|0,t[t[s>>2]>>2]=t[n>>2],t[s>>2]=(t[s>>2]|0)+4,IL(e,r),BL(r),m=h;return}}function D_(e){return e=e|0,t[e>>2]|0}function yL(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,gL(e,n,r,u,l,s)}function LE(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-4-u|0)>>>2)<<2)),yt(r))}function k1(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-4-u|0)>>>2)<<2)),yt(r))}function gL(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,M=0,O=0,P=0;h=m,m=m+48|0,O=h+40|0,D=h+32|0,P=h+24|0,S=h+12|0,M=h,Ta(D),e=vo(e)|0,t[P>>2]=t[n>>2],r=t[r>>2]|0,u=t[u>>2]|0,FE(S,l),_L(M,s),t[O>>2]=t[P>>2],EL(e,O,r,u,S,M),LE(M),k1(S),Ca(D),m=h}function FE(e,n){e=e|0,n=n|0;var r=0,u=0;t[e>>2]=0,t[e+4>>2]=0,t[e+8>>2]=0,r=n+4|0,u=(t[r>>2]|0)-(t[n>>2]|0)>>2,u|0&&(FL(e,u),bL(e,t[n>>2]|0,t[r>>2]|0,u))}function _L(e,n){e=e|0,n=n|0;var r=0,u=0;t[e>>2]=0,t[e+4>>2]=0,t[e+8>>2]=0,r=n+4|0,u=(t[r>>2]|0)-(t[n>>2]|0)>>2,u|0&&(NL(e,u),LL(e,t[n>>2]|0,t[r>>2]|0,u))}function EL(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,M=0,O=0,P=0;h=m,m=m+32|0,O=h+28|0,P=h+24|0,D=h+12|0,S=h,M=mo(DL()|0)|0,t[P>>2]=t[n>>2],t[O>>2]=t[P>>2],n=Vp(O)|0,r=n8(r)|0,u=bE(u)|0,t[D>>2]=t[l>>2],O=l+4|0,t[D+4>>2]=t[O>>2],P=l+8|0,t[D+8>>2]=t[P>>2],t[P>>2]=0,t[O>>2]=0,t[l>>2]=0,l=PE(D)|0,t[S>>2]=t[s>>2],O=s+4|0,t[S+4>>2]=t[O>>2],P=s+8|0,t[S+8>>2]=t[P>>2],t[P>>2]=0,t[O>>2]=0,t[s>>2]=0,G0(0,M|0,e|0,n|0,r|0,u|0,l|0,wL(S)|0)|0,LE(S),k1(D),m=h}function DL(){var e=0;return p[7968]|0||(kL(10708),e=7968,t[e>>2]=1,t[e+4>>2]=0),10708}function Vp(e){return e=e|0,i8(e)|0}function n8(e){return e=e|0,r8(e)|0}function bE(e){return e=e|0,z0(e)|0}function PE(e){return e=e|0,TL(e)|0}function wL(e){return e=e|0,SL(e)|0}function SL(e){e=e|0;var n=0,r=0,u=0;if(u=(t[e+4>>2]|0)-(t[e>>2]|0)|0,r=u>>2,u=Sa(u+4|0)|0,t[u>>2]=r,r|0){n=0;do t[u+4+(n<<2)>>2]=r8(t[(t[e>>2]|0)+(n<<2)>>2]|0)|0,n=n+1|0;while((n|0)!=(r|0))}return u|0}function r8(e){return e=e|0,e|0}function TL(e){e=e|0;var n=0,r=0,u=0;if(u=(t[e+4>>2]|0)-(t[e>>2]|0)|0,r=u>>2,u=Sa(u+4|0)|0,t[u>>2]=r,r|0){n=0;do t[u+4+(n<<2)>>2]=i8((t[e>>2]|0)+(n<<2)|0)|0,n=n+1|0;while((n|0)!=(r|0))}return u|0}function i8(e){e=e|0;var n=0,r=0,u=0,l=0;return l=m,m=m+32|0,n=l+12|0,r=l,u=Ou(u8()|0)|0,u?(Zl(n,u),Tf(r,n),lI(e,r),e=Es(n)|0):e=CL(e)|0,m=l,e|0}function u8(){var e=0;return p[7960]|0||(OL(10664),Ht(25,10664,he|0)|0,e=7960,t[e>>2]=1,t[e+4>>2]=0),10664}function CL(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Sa(8)|0,n=u,D=cn(4)|0,t[D>>2]=t[e>>2],s=n+4|0,t[s>>2]=D,e=cn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],o8(e,s,l),t[u>>2]=e,m=r,n|0}function o8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=cn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1656,t[r+12>>2]=n,t[e+4>>2]=r}function xL(e){e=e|0,Pv(e),yt(e)}function AL(e){e=e|0,e=t[e+12>>2]|0,e|0&&yt(e)}function RL(e){e=e|0,yt(e)}function OL(e){e=e|0,Ha(e)}function kL(e){e=e|0,nl(e,ML()|0,5)}function ML(){return 1676}function NL(e,n){e=e|0,n=n|0;var r=0;if((l8(e)|0)>>>0>>0&&li(e),n>>>0>1073741823)Xn();else{r=cn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function LL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(pr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function l8(e){return e=e|0,1073741823}function FL(e,n){e=e|0,n=n|0;var r=0;if((s8(e)|0)>>>0>>0&&li(e),n>>>0>1073741823)Xn();else{r=cn(n<<2)|0,t[e+4>>2]=r,t[e>>2]=r,t[e+8>>2]=r+(n<<2);return}}function bL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,u=e+4|0,e=r-n|0,(e|0)>0&&(pr(t[u>>2]|0,n|0,e|0)|0,t[u>>2]=(t[u>>2]|0)+(e>>>2<<2))}function s8(e){return e=e|0,1073741823}function PL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)Xn();else{l=cn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function IL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function BL(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&yt(e)}function a8(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>1073741823)Xn();else{l=cn(n<<2)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<2)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<2)}function f8(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>2)<<2)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function c8(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-4-n|0)>>>2)<<2)),e=t[e>>2]|0,e|0&&yt(e)}function UL(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0;if(ve=m,m=m+32|0,O=ve+20|0,P=ve+12|0,M=ve+16|0,K=ve+4|0,Pe=ve,Ee=ve+8|0,D=$3()|0,s=t[D>>2]|0,h=t[s>>2]|0,h|0)for(S=t[D+8>>2]|0,D=t[D+4>>2]|0;jf(O,h),jL(e,O,D,S),s=s+4|0,h=t[s>>2]|0,h;)S=S+1|0,D=D+1|0;if(s=e8()|0,h=t[s>>2]|0,h|0)do jf(O,h),t[P>>2]=t[s+4>>2],zL(n,O,P),s=s+8|0,h=t[s>>2]|0;while((h|0)!=0);if(s=t[(Mv()|0)>>2]|0,s|0)do n=t[s+4>>2]|0,jf(O,t[(Nv(n)|0)>>2]|0),t[P>>2]=OE(n)|0,qL(r,O,P),s=t[s>>2]|0;while((s|0)!=0);if(jf(M,0),s=kE()|0,t[O>>2]=t[M>>2],t8(O,s,l),s=t[(Mv()|0)>>2]|0,s|0){e=O+4|0,n=O+8|0,r=O+8|0;do{if(S=t[s+4>>2]|0,jf(P,t[(Nv(S)|0)>>2]|0),HL(K,d8(S)|0),h=t[K>>2]|0,h|0){t[O>>2]=0,t[e>>2]=0,t[n>>2]=0;do jf(Pe,t[(Nv(t[h+4>>2]|0)|0)>>2]|0),D=t[e>>2]|0,D>>>0<(t[r>>2]|0)>>>0?(t[D>>2]=t[Pe>>2],t[e>>2]=(t[e>>2]|0)+4):NE(O,Pe),h=t[h>>2]|0;while((h|0)!=0);WL(u,P,O),k1(O)}t[Ee>>2]=t[P>>2],M=p8(S)|0,t[O>>2]=t[Ee>>2],t8(O,M,l),m2(K),s=t[s>>2]|0}while((s|0)!=0)}m=ve}function jL(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,rF(e,n,r,u)}function zL(e,n,r){e=e|0,n=n|0,r=r|0,nF(e,n,r)}function Nv(e){return e=e|0,e|0}function qL(e,n,r){e=e|0,n=n|0,r=r|0,ZL(e,n,r)}function d8(e){return e=e|0,e+16|0}function HL(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;if(s=m,m=m+16|0,l=s+8|0,r=s,t[e>>2]=0,u=t[n>>2]|0,t[l>>2]=u,t[r>>2]=e,r=JL(r)|0,u|0){if(u=cn(12)|0,h=(h8(l)|0)+4|0,e=t[h+4>>2]|0,n=u+4|0,t[n>>2]=t[h>>2],t[n+4>>2]=e,n=t[t[l>>2]>>2]|0,t[l>>2]=n,!n)e=u;else for(n=u;e=cn(12)|0,S=(h8(l)|0)+4|0,D=t[S+4>>2]|0,h=e+4|0,t[h>>2]=t[S>>2],t[h+4>>2]=D,t[n>>2]=e,h=t[t[l>>2]>>2]|0,t[l>>2]=h,h;)n=e;t[e>>2]=t[r>>2],t[r>>2]=u}m=s}function WL(e,n,r){e=e|0,n=n|0,r=r|0,VL(e,n,r)}function p8(e){return e=e|0,e+24|0}function VL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+32|0,h=u+24|0,l=u+16|0,D=u+12|0,s=u,Ta(l),e=vo(e)|0,t[D>>2]=t[n>>2],FE(s,r),t[h>>2]=t[D>>2],YL(e,h,s),k1(s),Ca(l),m=u}function YL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0;u=m,m=m+32|0,h=u+16|0,D=u+12|0,l=u,s=mo(KL()|0)|0,t[D>>2]=t[n>>2],t[h>>2]=t[D>>2],n=Vp(h)|0,t[l>>2]=t[r>>2],h=r+4|0,t[l+4>>2]=t[h>>2],D=r+8|0,t[l+8>>2]=t[D>>2],t[D>>2]=0,t[h>>2]=0,t[r>>2]=0,F0(0,s|0,e|0,n|0,PE(l)|0)|0,k1(l),m=u}function KL(){var e=0;return p[7976]|0||(XL(10720),e=7976,t[e>>2]=1,t[e+4>>2]=0),10720}function XL(e){e=e|0,nl(e,QL()|0,2)}function QL(){return 1732}function JL(e){return e=e|0,t[e>>2]|0}function h8(e){return e=e|0,t[e>>2]|0}function ZL(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+32|0,s=u+16|0,l=u+8|0,h=u,Ta(l),e=vo(e)|0,t[h>>2]=t[n>>2],r=t[r>>2]|0,t[s>>2]=t[h>>2],v8(e,s,r),Ca(l),m=u}function v8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+16|0,s=u+4|0,h=u,l=mo($L()|0)|0,t[h>>2]=t[n>>2],t[s>>2]=t[h>>2],n=Vp(s)|0,F0(0,l|0,e|0,n|0,n8(r)|0)|0,m=u}function $L(){var e=0;return p[7984]|0||(eF(10732),e=7984,t[e>>2]=1,t[e+4>>2]=0),10732}function eF(e){e=e|0,nl(e,tF()|0,2)}function tF(){return 1744}function nF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;u=m,m=m+32|0,s=u+16|0,l=u+8|0,h=u,Ta(l),e=vo(e)|0,t[h>>2]=t[n>>2],r=t[r>>2]|0,t[s>>2]=t[h>>2],v8(e,s,r),Ca(l),m=u}function rF(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+32|0,h=l+16|0,s=l+8|0,D=l,Ta(s),e=vo(e)|0,t[D>>2]=t[n>>2],r=p[r>>0]|0,u=p[u>>0]|0,t[h>>2]=t[D>>2],iF(e,h,r,u),Ca(s),m=l}function iF(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,h=l+4|0,D=l,s=mo(uF()|0)|0,t[D>>2]=t[n>>2],t[h>>2]=t[D>>2],n=Vp(h)|0,r=Lv(r)|0,Bn(0,s|0,e|0,n|0,r|0,Lv(u)|0)|0,m=l}function uF(){var e=0;return p[7992]|0||(lF(10744),e=7992,t[e>>2]=1,t[e+4>>2]=0),10744}function Lv(e){return e=e|0,oF(e)|0}function oF(e){return e=e|0,e&255|0}function lF(e){e=e|0,nl(e,sF()|0,3)}function sF(){return 1756}function aF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0;switch(K=m,m=m+32|0,D=K+8|0,S=K+4|0,M=K+20|0,O=K,ma(e,0),u=oI(n)|0,t[D>>2]=0,P=D+4|0,t[P>>2]=0,t[D+8>>2]=0,u<<24>>24){case 0:{p[M>>0]=0,fF(S,r,M),w_(e,S)|0,B0(S);break}case 8:{P=qE(n)|0,p[M>>0]=8,jf(O,t[P+4>>2]|0),cF(S,r,M,O,P+8|0),w_(e,S)|0,B0(S);break}case 9:{if(s=qE(n)|0,n=t[s+4>>2]|0,n|0)for(h=D+8|0,l=s+12|0;n=n+-1|0,jf(S,t[l>>2]|0),u=t[P>>2]|0,u>>>0<(t[h>>2]|0)>>>0?(t[u>>2]=t[S>>2],t[P>>2]=(t[P>>2]|0)+4):NE(D,S),n;)l=l+4|0;p[M>>0]=9,jf(O,t[s+8>>2]|0),dF(S,r,M,O,D),w_(e,S)|0,B0(S);break}default:P=qE(n)|0,p[M>>0]=u,jf(O,t[P+4>>2]|0),pF(S,r,M,O),w_(e,S)|0,B0(S)}k1(D),m=K}function fF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;u=m,m=m+16|0,l=u,Ta(l),n=vo(n)|0,xF(e,n,p[r>>0]|0),Ca(l),m=u}function w_(e,n){e=e|0,n=n|0;var r=0;return r=t[e>>2]|0,r|0&&Ir(r|0),t[e>>2]=t[n>>2],t[n>>2]=0,e|0}function cF(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+32|0,D=s+16|0,h=s+8|0,S=s,Ta(h),n=vo(n)|0,r=p[r>>0]|0,t[S>>2]=t[u>>2],l=t[l>>2]|0,t[D>>2]=t[S>>2],wF(e,n,r,D,l),Ca(h),m=s}function dF(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,M=0;s=m,m=m+32|0,S=s+24|0,h=s+16|0,M=s+12|0,D=s,Ta(h),n=vo(n)|0,r=p[r>>0]|0,t[M>>2]=t[u>>2],FE(D,l),t[S>>2]=t[M>>2],gF(e,n,r,S,D),k1(D),Ca(h),m=s}function pF(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+32|0,h=l+16|0,s=l+8|0,D=l,Ta(s),n=vo(n)|0,r=p[r>>0]|0,t[D>>2]=t[u>>2],t[h>>2]=t[D>>2],hF(e,n,r,h),Ca(s),m=l}function hF(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0,h=0,D=0;l=m,m=m+16|0,s=l+4|0,D=l,h=mo(vF()|0)|0,r=Lv(r)|0,t[D>>2]=t[u>>2],t[s>>2]=t[D>>2],S_(e,F0(0,h|0,n|0,r|0,Vp(s)|0)|0),m=l}function vF(){var e=0;return p[8e3]|0||(mF(10756),e=8e3,t[e>>2]=1,t[e+4>>2]=0),10756}function S_(e,n){e=e|0,n=n|0,ma(e,n)}function mF(e){e=e|0,nl(e,yF()|0,2)}function yF(){return 1772}function gF(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,M=0;s=m,m=m+32|0,S=s+16|0,M=s+12|0,h=s,D=mo(_F()|0)|0,r=Lv(r)|0,t[M>>2]=t[u>>2],t[S>>2]=t[M>>2],u=Vp(S)|0,t[h>>2]=t[l>>2],S=l+4|0,t[h+4>>2]=t[S>>2],M=l+8|0,t[h+8>>2]=t[M>>2],t[M>>2]=0,t[S>>2]=0,t[l>>2]=0,S_(e,Bn(0,D|0,n|0,r|0,u|0,PE(h)|0)|0),k1(h),m=s}function _F(){var e=0;return p[8008]|0||(EF(10768),e=8008,t[e>>2]=1,t[e+4>>2]=0),10768}function EF(e){e=e|0,nl(e,DF()|0,3)}function DF(){return 1784}function wF(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0;s=m,m=m+16|0,D=s+4|0,S=s,h=mo(SF()|0)|0,r=Lv(r)|0,t[S>>2]=t[u>>2],t[D>>2]=t[S>>2],u=Vp(D)|0,S_(e,Bn(0,h|0,n|0,r|0,u|0,bE(l)|0)|0),m=s}function SF(){var e=0;return p[8016]|0||(TF(10780),e=8016,t[e>>2]=1,t[e+4>>2]=0),10780}function TF(e){e=e|0,nl(e,CF()|0,3)}function CF(){return 1800}function xF(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;u=mo(AF()|0)|0,S_(e,ji(0,u|0,n|0,Lv(r)|0)|0)}function AF(){var e=0;return p[8024]|0||(RF(10792),e=8024,t[e>>2]=1,t[e+4>>2]=0),10792}function RF(e){e=e|0,nl(e,OF()|0,1)}function OF(){return 1816}function kF(){MF(),NF(),LF()}function MF(){t[2702]=H8(65536)|0}function NF(){$F(10856)}function LF(){FF(10816)}function FF(e){e=e|0,bF(e,5044),PF(e)|0}function bF(e,n){e=e|0,n=n|0;var r=0;r=u8()|0,t[e>>2]=r,YF(r,n),Q2(t[e>>2]|0)}function PF(e){e=e|0;var n=0;return n=t[e>>2]|0,Hp(n,IF()|0),e|0}function IF(){var e=0;return p[8032]|0||(m8(10820),Ht(64,10820,he|0)|0,e=8032,t[e>>2]=1,t[e+4>>2]=0),rr(10820)|0||m8(10820),10820}function m8(e){e=e|0,jF(e),Wp(e,25)}function BF(e){e=e|0,UF(e+24|0)}function UF(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function jF(e){e=e|0;var n=0;n=dr()|0,Pn(e,5,18,n,WF()|0,1),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function zF(e,n){e=e|0,n=n|0,qF(e,n)}function qF(e,n){e=e|0,n=n|0;var r=0,u=0,l=0;r=m,m=m+16|0,u=r,l=r+4|0,Of(l,n),t[u>>2]=kf(l,n)|0,HF(e,u),m=r}function HF(e,n){e=e|0,n=n|0,y8(e+4|0,t[n>>2]|0),p[e+8>>0]=1}function y8(e,n){e=e|0,n=n|0,t[e>>2]=n}function WF(){return 1824}function VF(e){return e=e|0,GF(e)|0}function GF(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0;return r=m,m=m+16|0,l=r+4|0,h=r,u=Sa(8)|0,n=u,D=cn(4)|0,Of(l,e),y8(D,kf(l,e)|0),s=n+4|0,t[s>>2]=D,e=cn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],o8(e,s,l),t[u>>2]=e,m=r,n|0}function Sa(e){e=e|0;var n=0,r=0;return 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e=e|0,n=n|0,r=r|0,wb(e,Or(n)|0,r,0),e|0}function g8(e,n){e=e|0,n=n|0;var r=0,u=0;e:for(;;){for(r=t[2703]|0;;){if((r|0)==(n|0))break e;if(u=t[r>>2]|0,t[2703]=u,!r)r=u;else break}yt(r)}t[2701]=e}function ob(e,n,r){return e=e|0,n=n|0,r=r|0,lb(e,Or(n)|0,r,0),e|0}function lb(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=IE()|0,e=sb(r)|0,vi(s,n,l,e,ab(r,u)|0,u)}function IE(){var e=0,n=0;if(p[8040]|0||(E8(10860),Ht(65,10860,he|0)|0,n=8040,t[n>>2]=1,t[n+4>>2]=0),!(rr(10860)|0)){e=10860,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));E8(10860)}return 10860}function sb(e){return e=e|0,e|0}function ab(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=IE()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(_8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(fb(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function _8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function fb(e,n,r){e=e|0,n=n|0,r=r|0;var 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r=0,u=0,l=0;l=m,m=m+16|0,r=l,u=n,u&1?(nP(r,0),Yi(u|0,r|0)|0,rP(e,r),iP(r)):t[e>>2]=t[n>>2],m=l}function nP(e,n){e=e|0,n=n|0,l2(e,n),t[e+4>>2]=0,p[e+8>>0]=0}function rP(e,n){e=e|0,n=n|0,t[e>>2]=t[n+4>>2]}function iP(e){e=e|0,p[e+8>>0]=0}function uP(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=jE()|0,e=oP(r)|0,vi(s,n,l,e,lP(r,u)|0,u)}function jE(){var e=0,n=0;if(p[8064]|0||(x8(10968),Ht(68,10968,he|0)|0,n=8064,t[n>>2]=1,t[n+4>>2]=0),!(rr(10968)|0)){e=10968,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));x8(10968)}return 10968}function oP(e){return e=e|0,e|0}function lP(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=jE()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(C8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(sP(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function C8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function sP(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=aP(e)|0,u>>>0>>0)li(e);else{S=t[e>>2]|0,O=(t[e+8>>2]|0)-S|0,M=O>>2,fP(l,O>>3>>>0>>1>>>0?M>>>0>>0?h:M:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,C8(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,cP(e,l),dP(l),m=D;return}}function aP(e){return e=e|0,536870911}function fP(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)Xn();else{l=cn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function cP(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function dP(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&yt(e)}function x8(e){e=e|0,vP(e)}function pP(e){e=e|0,hP(e+24|0)}function hP(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function vP(e){e=e|0;var n=0;n=dr()|0,Pn(e,1,1,n,mP()|0,5),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function mP(){return 1872}function yP(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0,_P(t[(gP(e)|0)>>2]|0,n,r,u,l,s)}function gP(e){return e=e|0,(t[(jE()|0)+24>>2]|0)+(e<<3)|0}function _P(e,n,r,u,l,s){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,M=0,O=0,P=0;h=m,m=m+32|0,D=h+16|0,S=h+12|0,M=h+8|0,O=h+4|0,P=h,qs(D,n),n=Hs(D,n)|0,qs(S,r),r=Hs(S,r)|0,qs(M,u),u=Hs(M,u)|0,qs(O,l),l=Hs(O,l)|0,qs(P,s),s=Hs(P,s)|0,K8[e&1](n,r,u,l,s),Ws(P),Ws(O),Ws(M),Ws(S),Ws(D),m=h}function EP(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0,s=0;s=t[e>>2]|0,l=zE()|0,e=DP(r)|0,vi(s,n,l,e,wP(r,u)|0,u)}function zE(){var e=0,n=0;if(p[8072]|0||(R8(11004),Ht(69,11004,he|0)|0,n=8072,t[n>>2]=1,t[n+4>>2]=0),!(rr(11004)|0)){e=11004,n=e+36|0;do t[e>>2]=0,e=e+4|0;while((e|0)<(n|0));R8(11004)}return 11004}function DP(e){return e=e|0,e|0}function wP(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0,D=0,S=0;return D=m,m=m+16|0,l=D,s=D+4|0,t[l>>2]=e,S=zE()|0,h=S+24|0,n=dn(n,4)|0,t[s>>2]=n,r=S+28|0,u=t[r>>2]|0,u>>>0<(t[S+32>>2]|0)>>>0?(A8(u,e,n),n=(t[r>>2]|0)+8|0,t[r>>2]=n):(SP(h,l,s),n=t[r>>2]|0),m=D,(n-(t[h>>2]|0)>>3)+-1|0}function A8(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,t[e+4>>2]=r}function SP(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0;if(D=m,m=m+32|0,l=D,s=e+4|0,h=((t[s>>2]|0)-(t[e>>2]|0)>>3)+1|0,u=TP(e)|0,u>>>0>>0)li(e);else{S=t[e>>2]|0,O=(t[e+8>>2]|0)-S|0,M=O>>2,CP(l,O>>3>>>0>>1>>>0?M>>>0>>0?h:M:u,(t[s>>2]|0)-S>>3,e+8|0),h=l+8|0,A8(t[h>>2]|0,t[n>>2]|0,t[r>>2]|0),t[h>>2]=(t[h>>2]|0)+8,xP(e,l),AP(l),m=D;return}}function TP(e){return e=e|0,536870911}function CP(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0;var l=0;t[e+12>>2]=0,t[e+16>>2]=u;do if(n)if(n>>>0>536870911)Xn();else{l=cn(n<<3)|0;break}else l=0;while(0);t[e>>2]=l,u=l+(r<<3)|0,t[e+8>>2]=u,t[e+4>>2]=u,t[e+12>>2]=l+(n<<3)}function xP(e,n){e=e|0,n=n|0;var r=0,u=0,l=0,s=0,h=0;u=t[e>>2]|0,h=e+4|0,s=n+4|0,l=(t[h>>2]|0)-u|0,r=(t[s>>2]|0)+(0-(l>>3)<<3)|0,t[s>>2]=r,(l|0)>0?(pr(r|0,u|0,l|0)|0,u=s,r=t[s>>2]|0):u=s,s=t[e>>2]|0,t[e>>2]=r,t[u>>2]=s,s=n+8|0,l=t[h>>2]|0,t[h>>2]=t[s>>2],t[s>>2]=l,s=e+8|0,h=n+12|0,e=t[s>>2]|0,t[s>>2]=t[h>>2],t[h>>2]=e,t[n>>2]=t[u>>2]}function AP(e){e=e|0;var n=0,r=0,u=0;n=t[e+4>>2]|0,r=e+8|0,u=t[r>>2]|0,(u|0)!=(n|0)&&(t[r>>2]=u+(~((u+-8-n|0)>>>3)<<3)),e=t[e>>2]|0,e|0&&yt(e)}function R8(e){e=e|0,kP(e)}function RP(e){e=e|0,OP(e+24|0)}function OP(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function kP(e){e=e|0;var n=0;n=dr()|0,Pn(e,1,12,n,MP()|0,2),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function MP(){return 1896}function NP(e,n,r){e=e|0,n=n|0,r=r|0,FP(t[(LP(e)|0)>>2]|0,n,r)}function LP(e){return e=e|0,(t[(zE()|0)+24>>2]|0)+(e<<3)|0}function FP(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;u=m,m=m+16|0,s=u+4|0,l=u,bP(s,n),n=PP(s,n)|0,qs(l,r),r=Hs(l,r)|0,N1[e&31](n,r),Ws(l),m=u}function bP(e,n){e=e|0,n=n|0}function PP(e,n){return e=e|0,n=n|0,IP(n)|0}function IP(e){return e=e|0,e|0}function BP(){var e=0;return p[8080]|0||(O8(11040),Ht(70,11040,he|0)|0,e=8080,t[e>>2]=1,t[e+4>>2]=0),rr(11040)|0||O8(11040),11040}function O8(e){e=e|0,zP(e),Wp(e,71)}function UP(e){e=e|0,jP(e+24|0)}function jP(e){e=e|0;var n=0,r=0,u=0;r=t[e>>2]|0,u=r,r|0&&(e=e+4|0,n=t[e>>2]|0,(n|0)!=(r|0)&&(t[e>>2]=n+(~((n+-8-u|0)>>>3)<<3)),yt(r))}function zP(e){e=e|0;var n=0;n=dr()|0,Pn(e,5,7,n,VP()|0,0),t[e+24>>2]=0,t[e+28>>2]=0,t[e+32>>2]=0}function qP(e){e=e|0,HP(e)}function HP(e){e=e|0,WP(e)}function WP(e){e=e|0,p[e+8>>0]=1}function VP(){return 1936}function GP(){return YP()|0}function YP(){var e=0,n=0,r=0,u=0,l=0,s=0,h=0;return n=m,m=m+16|0,l=n+4|0,h=n,r=Sa(8)|0,e=r,s=e+4|0,t[s>>2]=cn(1)|0,u=cn(8)|0,s=t[s>>2]|0,t[h>>2]=0,t[l>>2]=t[h>>2],KP(u,s,l),t[r>>2]=u,m=n,e|0}function KP(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]=n,r=cn(16)|0,t[r+4>>2]=0,t[r+8>>2]=0,t[r>>2]=1916,t[r+12>>2]=n,t[e+4>>2]=r}function XP(e){e=e|0,Pv(e),yt(e)}function QP(e){e=e|0,e=t[e+12>>2]|0,e|0&&yt(e)}function JP(e){e=e|0,yt(e)}function ZP(){var e=0;return p[8088]|0||(uI(11076),Ht(25,11076,he|0)|0,e=8088,t[e>>2]=1,t[e+4>>2]=0),11076}function $P(e,n){e=e|0,n=n|0,t[e>>2]=eI()|0,t[e+4>>2]=tI()|0,t[e+12>>2]=n,t[e+8>>2]=nI()|0,t[e+32>>2]=10}function eI(){return 11745}function tI(){return 1940}function nI(){return O1()|0}function rI(e,n,r,u){e=e|0,n=n|0,r=r|0,u=u|0,(Pl(u,896)|0)==512?r|0&&(iI(r),yt(r)):n|0&&yt(n)}function iI(e){e=e|0,e=t[e+4>>2]|0,e|0&&J2(e)}function uI(e){e=e|0,Ha(e)}function jf(e,n){e=e|0,n=n|0,t[e>>2]=n}function qE(e){return e=e|0,t[e>>2]|0}function oI(e){return e=e|0,p[t[e>>2]>>0]|0}function lI(e,n){e=e|0,n=n|0;var r=0,u=0;r=m,m=m+16|0,u=r,t[u>>2]=t[e>>2],sI(n,u)|0,m=r}function sI(e,n){e=e|0,n=n|0;var r=0;return r=aI(t[e>>2]|0,n)|0,n=e+4|0,t[(t[n>>2]|0)+8>>2]=r,t[(t[n>>2]|0)+8>>2]|0}function aI(e,n){e=e|0,n=n|0;var r=0,u=0;return r=m,m=m+16|0,u=r,Ta(u),e=vo(e)|0,n=fI(e,t[n>>2]|0)|0,Ca(u),m=r,n|0}function Ta(e){e=e|0,t[e>>2]=t[2701],t[e+4>>2]=t[2703]}function fI(e,n){e=e|0,n=n|0;var r=0;return r=mo(cI()|0)|0,ji(0,r|0,e|0,bE(n)|0)|0}function Ca(e){e=e|0,g8(t[e>>2]|0,t[e+4>>2]|0)}function cI(){var e=0;return p[8096]|0||(dI(11120),e=8096,t[e>>2]=1,t[e+4>>2]=0),11120}function dI(e){e=e|0,nl(e,pI()|0,1)}function pI(){return 1948}function hI(){vI()}function vI(){var e=0,n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0;if(Ee=m,m=m+16|0,O=Ee+4|0,P=Ee,Ln(65536,10804,t[2702]|0,10812),r=$3()|0,n=t[r>>2]|0,e=t[n>>2]|0,e|0)for(u=t[r+8>>2]|0,r=t[r+4>>2]|0;Wl(e|0,k[r>>0]|0|0,p[u>>0]|0),n=n+4|0,e=t[n>>2]|0,e;)u=u+1|0,r=r+1|0;if(e=e8()|0,n=t[e>>2]|0,n|0)do xo(n|0,t[e+4>>2]|0),e=e+8|0,n=t[e>>2]|0;while((n|0)!=0);xo(mI()|0,5167),M=Mv()|0,e=t[M>>2]|0;e:do if(e|0){do yI(t[e+4>>2]|0),e=t[e>>2]|0;while((e|0)!=0);if(e=t[M>>2]|0,e|0){S=M;do{for(;l=e,e=t[e>>2]|0,l=t[l+4>>2]|0,!!(gI(l)|0);)if(t[P>>2]=S,t[O>>2]=t[P>>2],_I(M,O)|0,!e)break e;if(EI(l),S=t[S>>2]|0,n=k8(l)|0,s=lo()|0,h=m,m=m+((1*(n<<2)|0)+15&-16)|0,D=m,m=m+((1*(n<<2)|0)+15&-16)|0,n=t[(d8(l)|0)>>2]|0,n|0)for(r=h,u=D;t[r>>2]=t[(Nv(t[n+4>>2]|0)|0)>>2],t[u>>2]=t[n+8>>2],n=t[n>>2]|0,n;)r=r+4|0,u=u+4|0;ve=Nv(l)|0,n=DI(l)|0,r=k8(l)|0,u=wI(l)|0,Ao(ve|0,n|0,h|0,D|0,r|0,u|0,OE(l)|0),ci(s|0)}while((e|0)!=0)}}while(0);if(e=t[(kE()|0)>>2]|0,e|0)do ve=e+4|0,M=ME(ve)|0,l=Py(M)|0,s=Fy(M)|0,h=(by(M)|0)+1|0,D=T_(M)|0,S=M8(ve)|0,M=rr(M)|0,O=D_(ve)|0,P=HE(ve)|0,oo(0,l|0,s|0,h|0,D|0,S|0,M|0,O|0,P|0,WE(ve)|0),e=t[e>>2]|0;while((e|0)!=0);e=t[(Mv()|0)>>2]|0;e:do if(e|0){t:for(;;){if(n=t[e+4>>2]|0,n|0?(K=t[(Nv(n)|0)>>2]|0,Pe=t[(p8(n)|0)>>2]|0,Pe|0):0){r=Pe;do{n=r+4|0,u=ME(n)|0;n:do if(u|0)switch(rr(u)|0){case 0:break t;case 4:case 3:case 2:{D=Py(u)|0,S=Fy(u)|0,M=(by(u)|0)+1|0,O=T_(u)|0,P=rr(u)|0,ve=D_(n)|0,oo(K|0,D|0,S|0,M|0,O|0,0,P|0,ve|0,HE(n)|0,WE(n)|0);break n}case 1:{h=Py(u)|0,D=Fy(u)|0,S=(by(u)|0)+1|0,M=T_(u)|0,O=M8(n)|0,P=rr(u)|0,ve=D_(n)|0,oo(K|0,h|0,D|0,S|0,M|0,O|0,P|0,ve|0,HE(n)|0,WE(n)|0);break n}case 5:{M=Py(u)|0,O=Fy(u)|0,P=(by(u)|0)+1|0,ve=T_(u)|0,oo(K|0,M|0,O|0,P|0,ve|0,SI(u)|0,rr(u)|0,0,0,0);break n}default:break n}while(0);r=t[r>>2]|0}while((r|0)!=0)}if(e=t[e>>2]|0,!e)break e}Xn()}while(0);Ms(),m=Ee}function mI(){return 11703}function yI(e){e=e|0,p[e+40>>0]=0}function gI(e){return e=e|0,(p[e+40>>0]|0)!=0|0}function _I(e,n){return e=e|0,n=n|0,n=TI(n)|0,e=t[n>>2]|0,t[n>>2]=t[e>>2],yt(e),t[n>>2]|0}function EI(e){e=e|0,p[e+40>>0]=1}function k8(e){return e=e|0,t[e+20>>2]|0}function DI(e){return e=e|0,t[e+8>>2]|0}function wI(e){return e=e|0,t[e+32>>2]|0}function T_(e){return e=e|0,t[e+4>>2]|0}function M8(e){return e=e|0,t[e+4>>2]|0}function HE(e){return e=e|0,t[e+8>>2]|0}function WE(e){return e=e|0,t[e+16>>2]|0}function SI(e){return e=e|0,t[e+20>>2]|0}function TI(e){return e=e|0,t[e>>2]|0}function C_(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0,Qe=0,We=0,st=0,Re=0,Fe=0,Qt=0;Qt=m,m=m+16|0,K=Qt;do if(e>>>0<245){if(M=e>>>0<11?16:e+11&-8,e=M>>>3,P=t[2783]|0,r=P>>>e,r&3|0)return n=(r&1^1)+e|0,e=11172+(n<<1<<2)|0,r=e+8|0,u=t[r>>2]|0,l=u+8|0,s=t[l>>2]|0,(e|0)==(s|0)?t[2783]=P&~(1<>2]=e,t[r>>2]=s),Fe=n<<3,t[u+4>>2]=Fe|3,Fe=u+Fe+4|0,t[Fe>>2]=t[Fe>>2]|1,Fe=l,m=Qt,Fe|0;if(O=t[2785]|0,M>>>0>O>>>0){if(r|0)return n=2<>>12&16,n=n>>>h,r=n>>>5&8,n=n>>>r,l=n>>>2&4,n=n>>>l,e=n>>>1&2,n=n>>>e,u=n>>>1&1,u=(r|h|l|e|u)+(n>>>u)|0,n=11172+(u<<1<<2)|0,e=n+8|0,l=t[e>>2]|0,h=l+8|0,r=t[h>>2]|0,(n|0)==(r|0)?(e=P&~(1<>2]=n,t[e>>2]=r,e=P),s=(u<<3)-M|0,t[l+4>>2]=M|3,u=l+M|0,t[u+4>>2]=s|1,t[u+s>>2]=s,O|0&&(l=t[2788]|0,n=O>>>3,r=11172+(n<<1<<2)|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=l,t[n+12>>2]=l,t[l+8>>2]=n,t[l+12>>2]=r),t[2785]=s,t[2788]=u,Fe=h,m=Qt,Fe|0;if(D=t[2784]|0,D){if(r=(D&0-D)+-1|0,h=r>>>12&16,r=r>>>h,s=r>>>5&8,r=r>>>s,S=r>>>2&4,r=r>>>S,u=r>>>1&2,r=r>>>u,e=r>>>1&1,e=t[11436+((s|h|S|u|e)+(r>>>e)<<2)>>2]|0,r=(t[e+4>>2]&-8)-M|0,u=t[e+16+(((t[e+16>>2]|0)==0&1)<<2)>>2]|0,!u)S=e,s=r;else{do h=(t[u+4>>2]&-8)-M|0,S=h>>>0>>0,r=S?h:r,e=S?u:e,u=t[u+16+(((t[u+16>>2]|0)==0&1)<<2)>>2]|0;while((u|0)!=0);S=e,s=r}if(h=S+M|0,S>>>0>>0){l=t[S+24>>2]|0,n=t[S+12>>2]|0;do if((n|0)==(S|0)){if(e=S+20|0,n=t[e>>2]|0,!n&&(e=S+16|0,n=t[e>>2]|0,!n)){r=0;break}for(;;){if(r=n+20|0,u=t[r>>2]|0,u|0){n=u,e=r;continue}if(r=n+16|0,u=t[r>>2]|0,u)n=u,e=r;else break}t[e>>2]=0,r=n}else r=t[S+8>>2]|0,t[r+12>>2]=n,t[n+8>>2]=r,r=n;while(0);do if(l|0){if(n=t[S+28>>2]|0,e=11436+(n<<2)|0,(S|0)==(t[e>>2]|0)){if(t[e>>2]=r,!r){t[2784]=D&~(1<>2]|0)!=(S|0)&1)<<2)>>2]=r,!r)break;t[r+24>>2]=l,n=t[S+16>>2]|0,n|0&&(t[r+16>>2]=n,t[n+24>>2]=r),n=t[S+20>>2]|0,n|0&&(t[r+20>>2]=n,t[n+24>>2]=r)}while(0);return s>>>0<16?(Fe=s+M|0,t[S+4>>2]=Fe|3,Fe=S+Fe+4|0,t[Fe>>2]=t[Fe>>2]|1):(t[S+4>>2]=M|3,t[h+4>>2]=s|1,t[h+s>>2]=s,O|0&&(u=t[2788]|0,n=O>>>3,r=11172+(n<<1<<2)|0,n=1<>2]|0):(t[2783]=P|n,n=r,e=r+8|0),t[e>>2]=u,t[n+12>>2]=u,t[u+8>>2]=n,t[u+12>>2]=r),t[2785]=s,t[2788]=h),Fe=S+8|0,m=Qt,Fe|0}else P=M}else P=M}else P=M}else if(e>>>0<=4294967231)if(e=e+11|0,M=e&-8,S=t[2784]|0,S){u=0-M|0,e=e>>>8,e?M>>>0>16777215?D=31:(P=(e+1048320|0)>>>16&8,Re=e<>>16&4,Re=Re<>>16&2,D=14-(O|P|D)+(Re<>>15)|0,D=M>>>(D+7|0)&1|D<<1):D=0,r=t[11436+(D<<2)>>2]|0;e:do if(!r)r=0,e=0,Re=57;else for(e=0,h=M<<((D|0)==31?0:25-(D>>>1)|0),s=0;;){if(l=(t[r+4>>2]&-8)-M|0,l>>>0>>0)if(l)e=r,u=l;else{e=r,u=0,l=r,Re=61;break e}if(l=t[r+20>>2]|0,r=t[r+16+(h>>>31<<2)>>2]|0,s=(l|0)==0|(l|0)==(r|0)?s:l,l=(r|0)==0,l){r=s,Re=57;break}else h=h<<((l^1)&1)}while(0);if((Re|0)==57){if((r|0)==0&(e|0)==0){if(e=2<>>12&16,P=P>>>h,s=P>>>5&8,P=P>>>s,D=P>>>2&4,P=P>>>D,O=P>>>1&2,P=P>>>O,r=P>>>1&1,e=0,r=t[11436+((s|h|D|O|r)+(P>>>r)<<2)>>2]|0}r?(l=r,Re=61):(D=e,h=u)}if((Re|0)==61)for(;;)if(Re=0,r=(t[l+4>>2]&-8)-M|0,P=r>>>0>>0,r=P?r:u,e=P?l:e,l=t[l+16+(((t[l+16>>2]|0)==0&1)<<2)>>2]|0,l)u=r,Re=61;else{D=e,h=r;break}if((D|0)!=0?h>>>0<((t[2785]|0)-M|0)>>>0:0){if(s=D+M|0,D>>>0>=s>>>0)return Fe=0,m=Qt,Fe|0;l=t[D+24>>2]|0,n=t[D+12>>2]|0;do if((n|0)==(D|0)){if(e=D+20|0,n=t[e>>2]|0,!n&&(e=D+16|0,n=t[e>>2]|0,!n)){n=0;break}for(;;){if(r=n+20|0,u=t[r>>2]|0,u|0){n=u,e=r;continue}if(r=n+16|0,u=t[r>>2]|0,u)n=u,e=r;else break}t[e>>2]=0}else Fe=t[D+8>>2]|0,t[Fe+12>>2]=n,t[n+8>>2]=Fe;while(0);do if(l){if(e=t[D+28>>2]|0,r=11436+(e<<2)|0,(D|0)==(t[r>>2]|0)){if(t[r>>2]=n,!n){u=S&~(1<>2]|0)!=(D|0)&1)<<2)>>2]=n,!n){u=S;break}t[n+24>>2]=l,e=t[D+16>>2]|0,e|0&&(t[n+16>>2]=e,t[e+24>>2]=n),e=t[D+20>>2]|0,e&&(t[n+20>>2]=e,t[e+24>>2]=n),u=S}else u=S;while(0);do if(h>>>0>=16){if(t[D+4>>2]=M|3,t[s+4>>2]=h|1,t[s+h>>2]=h,n=h>>>3,h>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=s,t[n+12>>2]=s,t[s+8>>2]=n,t[s+12>>2]=r;break}if(n=h>>>8,n?h>>>0>16777215?n=31:(Re=(n+1048320|0)>>>16&8,Fe=n<>>16&4,Fe=Fe<>>16&2,n=14-(st|Re|n)+(Fe<>>15)|0,n=h>>>(n+7|0)&1|n<<1):n=0,r=11436+(n<<2)|0,t[s+28>>2]=n,e=s+16|0,t[e+4>>2]=0,t[e>>2]=0,e=1<>2]=s,t[s+24>>2]=r,t[s+12>>2]=s,t[s+8>>2]=s;break}for(e=h<<((n|0)==31?0:25-(n>>>1)|0),r=t[r>>2]|0;;){if((t[r+4>>2]&-8|0)==(h|0)){Re=97;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Re=96;break}}if((Re|0)==96){t[u>>2]=s,t[s+24>>2]=r,t[s+12>>2]=s,t[s+8>>2]=s;break}else if((Re|0)==97){Re=r+8|0,Fe=t[Re>>2]|0,t[Fe+12>>2]=s,t[Re>>2]=s,t[s+8>>2]=Fe,t[s+12>>2]=r,t[s+24>>2]=0;break}}else Fe=h+M|0,t[D+4>>2]=Fe|3,Fe=D+Fe+4|0,t[Fe>>2]=t[Fe>>2]|1;while(0);return Fe=D+8|0,m=Qt,Fe|0}else P=M}else P=M;else P=-1;while(0);if(r=t[2785]|0,r>>>0>=P>>>0)return n=r-P|0,e=t[2788]|0,n>>>0>15?(Fe=e+P|0,t[2788]=Fe,t[2785]=n,t[Fe+4>>2]=n|1,t[Fe+n>>2]=n,t[e+4>>2]=P|3):(t[2785]=0,t[2788]=0,t[e+4>>2]=r|3,Fe=e+r+4|0,t[Fe>>2]=t[Fe>>2]|1),Fe=e+8|0,m=Qt,Fe|0;if(h=t[2786]|0,h>>>0>P>>>0)return st=h-P|0,t[2786]=st,Fe=t[2789]|0,Re=Fe+P|0,t[2789]=Re,t[Re+4>>2]=st|1,t[Fe+4>>2]=P|3,Fe=Fe+8|0,m=Qt,Fe|0;if(t[2901]|0?e=t[2903]|0:(t[2903]=4096,t[2902]=4096,t[2904]=-1,t[2905]=-1,t[2906]=0,t[2894]=0,e=K&-16^1431655768,t[K>>2]=e,t[2901]=e,e=4096),D=P+48|0,S=P+47|0,s=e+S|0,l=0-e|0,M=s&l,M>>>0<=P>>>0||(e=t[2893]|0,e|0?(O=t[2891]|0,K=O+M|0,K>>>0<=O>>>0|K>>>0>e>>>0):0))return Fe=0,m=Qt,Fe|0;e:do if(t[2894]&4)n=0,Re=133;else{r=t[2789]|0;t:do if(r){for(u=11580;e=t[u>>2]|0,!(e>>>0<=r>>>0?(ve=u+4|0,(e+(t[ve>>2]|0)|0)>>>0>r>>>0):0);)if(e=t[u+8>>2]|0,e)u=e;else{Re=118;break t}if(n=s-h&l,n>>>0<2147483647)if(e=Z2(n|0)|0,(e|0)==((t[u>>2]|0)+(t[ve>>2]|0)|0)){if((e|0)!=(-1|0)){h=n,s=e,Re=135;break e}}else u=e,Re=126;else n=0}else Re=118;while(0);do if((Re|0)==118)if(r=Z2(0)|0,(r|0)!=(-1|0)?(n=r,Pe=t[2902]|0,Ee=Pe+-1|0,n=((Ee&n|0)==0?0:(Ee+n&0-Pe)-n|0)+M|0,Pe=t[2891]|0,Ee=n+Pe|0,n>>>0>P>>>0&n>>>0<2147483647):0){if(ve=t[2893]|0,ve|0?Ee>>>0<=Pe>>>0|Ee>>>0>ve>>>0:0){n=0;break}if(e=Z2(n|0)|0,(e|0)==(r|0)){h=n,s=r,Re=135;break e}else u=e,Re=126}else n=0;while(0);do if((Re|0)==126){if(r=0-n|0,!(D>>>0>n>>>0&(n>>>0<2147483647&(u|0)!=(-1|0))))if((u|0)==(-1|0)){n=0;break}else{h=n,s=u,Re=135;break e}if(e=t[2903]|0,e=S-n+e&0-e,e>>>0>=2147483647){h=n,s=u,Re=135;break e}if((Z2(e|0)|0)==(-1|0)){Z2(r|0)|0,n=0;break}else{h=e+n|0,s=u,Re=135;break e}}while(0);t[2894]=t[2894]|4,Re=133}while(0);if((((Re|0)==133?M>>>0<2147483647:0)?(st=Z2(M|0)|0,ve=Z2(0)|0,Qe=ve-st|0,We=Qe>>>0>(P+40|0)>>>0,!((st|0)==(-1|0)|We^1|st>>>0>>0&((st|0)!=(-1|0)&(ve|0)!=(-1|0))^1)):0)&&(h=We?Qe:n,s=st,Re=135),(Re|0)==135){n=(t[2891]|0)+h|0,t[2891]=n,n>>>0>(t[2892]|0)>>>0&&(t[2892]=n),S=t[2789]|0;do if(S){for(n=11580;;){if(e=t[n>>2]|0,r=n+4|0,u=t[r>>2]|0,(s|0)==(e+u|0)){Re=145;break}if(l=t[n+8>>2]|0,l)n=l;else break}if(((Re|0)==145?(t[n+12>>2]&8|0)==0:0)?S>>>0>>0&S>>>0>=e>>>0:0){t[r>>2]=u+h,Fe=S+8|0,Fe=(Fe&7|0)==0?0:0-Fe&7,Re=S+Fe|0,Fe=(t[2786]|0)+(h-Fe)|0,t[2789]=Re,t[2786]=Fe,t[Re+4>>2]=Fe|1,t[Re+Fe+4>>2]=40,t[2790]=t[2905];break}for(s>>>0<(t[2787]|0)>>>0&&(t[2787]=s),r=s+h|0,n=11580;;){if((t[n>>2]|0)==(r|0)){Re=153;break}if(e=t[n+8>>2]|0,e)n=e;else break}if((Re|0)==153?(t[n+12>>2]&8|0)==0:0){t[n>>2]=s,O=n+4|0,t[O>>2]=(t[O>>2]|0)+h,O=s+8|0,O=s+((O&7|0)==0?0:0-O&7)|0,n=r+8|0,n=r+((n&7|0)==0?0:0-n&7)|0,M=O+P|0,D=n-O-P|0,t[O+4>>2]=P|3;do if((n|0)!=(S|0)){if((n|0)==(t[2788]|0)){Fe=(t[2785]|0)+D|0,t[2785]=Fe,t[2788]=M,t[M+4>>2]=Fe|1,t[M+Fe>>2]=Fe;break}if(e=t[n+4>>2]|0,(e&3|0)==1){h=e&-8,u=e>>>3;e:do if(e>>>0<256)if(e=t[n+8>>2]|0,r=t[n+12>>2]|0,(r|0)==(e|0)){t[2783]=t[2783]&~(1<>2]=r,t[r+8>>2]=e;break}else{s=t[n+24>>2]|0,e=t[n+12>>2]|0;do if((e|0)==(n|0)){if(u=n+16|0,r=u+4|0,e=t[r>>2]|0,!e)if(e=t[u>>2]|0,e)r=u;else{e=0;break}for(;;){if(u=e+20|0,l=t[u>>2]|0,l|0){e=l,r=u;continue}if(u=e+16|0,l=t[u>>2]|0,l)e=l,r=u;else break}t[r>>2]=0}else Fe=t[n+8>>2]|0,t[Fe+12>>2]=e,t[e+8>>2]=Fe;while(0);if(!s)break;r=t[n+28>>2]|0,u=11436+(r<<2)|0;do if((n|0)!=(t[u>>2]|0)){if(t[s+16+(((t[s+16>>2]|0)!=(n|0)&1)<<2)>>2]=e,!e)break e}else{if(t[u>>2]=e,e|0)break;t[2784]=t[2784]&~(1<>2]=s,r=n+16|0,u=t[r>>2]|0,u|0&&(t[e+16>>2]=u,t[u+24>>2]=e),r=t[r+4>>2]|0,!r)break;t[e+20>>2]=r,t[r+24>>2]=e}while(0);n=n+h|0,l=h+D|0}else l=D;if(n=n+4|0,t[n>>2]=t[n>>2]&-2,t[M+4>>2]=l|1,t[M+l>>2]=l,n=l>>>3,l>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=M,t[n+12>>2]=M,t[M+8>>2]=n,t[M+12>>2]=r;break}n=l>>>8;do if(!n)n=0;else{if(l>>>0>16777215){n=31;break}Re=(n+1048320|0)>>>16&8,Fe=n<>>16&4,Fe=Fe<>>16&2,n=14-(st|Re|n)+(Fe<>>15)|0,n=l>>>(n+7|0)&1|n<<1}while(0);if(u=11436+(n<<2)|0,t[M+28>>2]=n,e=M+16|0,t[e+4>>2]=0,t[e>>2]=0,e=t[2784]|0,r=1<>2]=M,t[M+24>>2]=u,t[M+12>>2]=M,t[M+8>>2]=M;break}for(e=l<<((n|0)==31?0:25-(n>>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(l|0)){Re=194;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Re=193;break}}if((Re|0)==193){t[u>>2]=M,t[M+24>>2]=r,t[M+12>>2]=M,t[M+8>>2]=M;break}else if((Re|0)==194){Re=r+8|0,Fe=t[Re>>2]|0,t[Fe+12>>2]=M,t[Re>>2]=M,t[M+8>>2]=Fe,t[M+12>>2]=r,t[M+24>>2]=0;break}}else Fe=(t[2786]|0)+D|0,t[2786]=Fe,t[2789]=M,t[M+4>>2]=Fe|1;while(0);return Fe=O+8|0,m=Qt,Fe|0}for(n=11580;e=t[n>>2]|0,!(e>>>0<=S>>>0?(Fe=e+(t[n+4>>2]|0)|0,Fe>>>0>S>>>0):0);)n=t[n+8>>2]|0;l=Fe+-47|0,e=l+8|0,e=l+((e&7|0)==0?0:0-e&7)|0,l=S+16|0,e=e>>>0>>0?S:e,n=e+8|0,r=s+8|0,r=(r&7|0)==0?0:0-r&7,Re=s+r|0,r=h+-40-r|0,t[2789]=Re,t[2786]=r,t[Re+4>>2]=r|1,t[Re+r+4>>2]=40,t[2790]=t[2905],r=e+4|0,t[r>>2]=27,t[n>>2]=t[2895],t[n+4>>2]=t[2896],t[n+8>>2]=t[2897],t[n+12>>2]=t[2898],t[2895]=s,t[2896]=h,t[2898]=0,t[2897]=n,n=e+24|0;do Re=n,n=n+4|0,t[n>>2]=7;while((Re+8|0)>>>0>>0);if((e|0)!=(S|0)){if(s=e-S|0,t[r>>2]=t[r>>2]&-2,t[S+4>>2]=s|1,t[e>>2]=s,n=s>>>3,s>>>0<256){r=11172+(n<<1<<2)|0,e=t[2783]|0,n=1<>2]|0):(t[2783]=e|n,n=r,e=r+8|0),t[e>>2]=S,t[n+12>>2]=S,t[S+8>>2]=n,t[S+12>>2]=r;break}if(n=s>>>8,n?s>>>0>16777215?r=31:(Re=(n+1048320|0)>>>16&8,Fe=n<>>16&4,Fe=Fe<>>16&2,r=14-(st|Re|r)+(Fe<>>15)|0,r=s>>>(r+7|0)&1|r<<1):r=0,u=11436+(r<<2)|0,t[S+28>>2]=r,t[S+20>>2]=0,t[l>>2]=0,n=t[2784]|0,e=1<>2]=S,t[S+24>>2]=u,t[S+12>>2]=S,t[S+8>>2]=S;break}for(e=s<<((r|0)==31?0:25-(r>>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(s|0)){Re=216;break}if(u=r+16+(e>>>31<<2)|0,n=t[u>>2]|0,n)e=e<<1,r=n;else{Re=215;break}}if((Re|0)==215){t[u>>2]=S,t[S+24>>2]=r,t[S+12>>2]=S,t[S+8>>2]=S;break}else if((Re|0)==216){Re=r+8|0,Fe=t[Re>>2]|0,t[Fe+12>>2]=S,t[Re>>2]=S,t[S+8>>2]=Fe,t[S+12>>2]=r,t[S+24>>2]=0;break}}}else{Fe=t[2787]|0,(Fe|0)==0|s>>>0>>0&&(t[2787]=s),t[2895]=s,t[2896]=h,t[2898]=0,t[2792]=t[2901],t[2791]=-1,n=0;do Fe=11172+(n<<1<<2)|0,t[Fe+12>>2]=Fe,t[Fe+8>>2]=Fe,n=n+1|0;while((n|0)!=32);Fe=s+8|0,Fe=(Fe&7|0)==0?0:0-Fe&7,Re=s+Fe|0,Fe=h+-40-Fe|0,t[2789]=Re,t[2786]=Fe,t[Re+4>>2]=Fe|1,t[Re+Fe+4>>2]=40,t[2790]=t[2905]}while(0);if(n=t[2786]|0,n>>>0>P>>>0)return st=n-P|0,t[2786]=st,Fe=t[2789]|0,Re=Fe+P|0,t[2789]=Re,t[Re+4>>2]=st|1,t[Fe+4>>2]=P|3,Fe=Fe+8|0,m=Qt,Fe|0}return t[(Fv()|0)>>2]=12,Fe=0,m=Qt,Fe|0}function x_(e){e=e|0;var n=0,r=0,u=0,l=0,s=0,h=0,D=0,S=0;if(!!e){r=e+-8|0,l=t[2787]|0,e=t[e+-4>>2]|0,n=e&-8,S=r+n|0;do if(e&1)D=r,h=r;else{if(u=t[r>>2]|0,!(e&3)||(h=r+(0-u)|0,s=u+n|0,h>>>0>>0))return;if((h|0)==(t[2788]|0)){if(e=S+4|0,n=t[e>>2]|0,(n&3|0)!=3){D=h,n=s;break}t[2785]=s,t[e>>2]=n&-2,t[h+4>>2]=s|1,t[h+s>>2]=s;return}if(r=u>>>3,u>>>0<256)if(e=t[h+8>>2]|0,n=t[h+12>>2]|0,(n|0)==(e|0)){t[2783]=t[2783]&~(1<>2]=n,t[n+8>>2]=e,D=h,n=s;break}l=t[h+24>>2]|0,e=t[h+12>>2]|0;do if((e|0)==(h|0)){if(r=h+16|0,n=r+4|0,e=t[n>>2]|0,!e)if(e=t[r>>2]|0,e)n=r;else{e=0;break}for(;;){if(r=e+20|0,u=t[r>>2]|0,u|0){e=u,n=r;continue}if(r=e+16|0,u=t[r>>2]|0,u)e=u,n=r;else break}t[n>>2]=0}else D=t[h+8>>2]|0,t[D+12>>2]=e,t[e+8>>2]=D;while(0);if(l){if(n=t[h+28>>2]|0,r=11436+(n<<2)|0,(h|0)==(t[r>>2]|0)){if(t[r>>2]=e,!e){t[2784]=t[2784]&~(1<>2]|0)!=(h|0)&1)<<2)>>2]=e,!e){D=h,n=s;break}t[e+24>>2]=l,n=h+16|0,r=t[n>>2]|0,r|0&&(t[e+16>>2]=r,t[r+24>>2]=e),n=t[n+4>>2]|0,n?(t[e+20>>2]=n,t[n+24>>2]=e,D=h,n=s):(D=h,n=s)}else D=h,n=s}while(0);if(!(h>>>0>=S>>>0)&&(e=S+4|0,u=t[e>>2]|0,!!(u&1))){if(u&2)t[e>>2]=u&-2,t[D+4>>2]=n|1,t[h+n>>2]=n,l=n;else{if(e=t[2788]|0,(S|0)==(t[2789]|0)){if(S=(t[2786]|0)+n|0,t[2786]=S,t[2789]=D,t[D+4>>2]=S|1,(D|0)!=(e|0))return;t[2788]=0,t[2785]=0;return}if((S|0)==(e|0)){S=(t[2785]|0)+n|0,t[2785]=S,t[2788]=h,t[D+4>>2]=S|1,t[h+S>>2]=S;return}l=(u&-8)+n|0,r=u>>>3;do if(u>>>0<256)if(n=t[S+8>>2]|0,e=t[S+12>>2]|0,(e|0)==(n|0)){t[2783]=t[2783]&~(1<>2]=e,t[e+8>>2]=n;break}else{s=t[S+24>>2]|0,e=t[S+12>>2]|0;do if((e|0)==(S|0)){if(r=S+16|0,n=r+4|0,e=t[n>>2]|0,!e)if(e=t[r>>2]|0,e)n=r;else{r=0;break}for(;;){if(r=e+20|0,u=t[r>>2]|0,u|0){e=u,n=r;continue}if(r=e+16|0,u=t[r>>2]|0,u)e=u,n=r;else break}t[n>>2]=0,r=e}else r=t[S+8>>2]|0,t[r+12>>2]=e,t[e+8>>2]=r,r=e;while(0);if(s|0){if(e=t[S+28>>2]|0,n=11436+(e<<2)|0,(S|0)==(t[n>>2]|0)){if(t[n>>2]=r,!r){t[2784]=t[2784]&~(1<>2]|0)!=(S|0)&1)<<2)>>2]=r,!r)break;t[r+24>>2]=s,e=S+16|0,n=t[e>>2]|0,n|0&&(t[r+16>>2]=n,t[n+24>>2]=r),e=t[e+4>>2]|0,e|0&&(t[r+20>>2]=e,t[e+24>>2]=r)}}while(0);if(t[D+4>>2]=l|1,t[h+l>>2]=l,(D|0)==(t[2788]|0)){t[2785]=l;return}}if(e=l>>>3,l>>>0<256){r=11172+(e<<1<<2)|0,n=t[2783]|0,e=1<>2]|0):(t[2783]=n|e,e=r,n=r+8|0),t[n>>2]=D,t[e+12>>2]=D,t[D+8>>2]=e,t[D+12>>2]=r;return}e=l>>>8,e?l>>>0>16777215?e=31:(h=(e+1048320|0)>>>16&8,S=e<>>16&4,S=S<>>16&2,e=14-(s|h|e)+(S<>>15)|0,e=l>>>(e+7|0)&1|e<<1):e=0,u=11436+(e<<2)|0,t[D+28>>2]=e,t[D+20>>2]=0,t[D+16>>2]=0,n=t[2784]|0,r=1<>>1)|0),r=t[u>>2]|0;;){if((t[r+4>>2]&-8|0)==(l|0)){e=73;break}if(u=r+16+(n>>>31<<2)|0,e=t[u>>2]|0,e)n=n<<1,r=e;else{e=72;break}}if((e|0)==72){t[u>>2]=D,t[D+24>>2]=r,t[D+12>>2]=D,t[D+8>>2]=D;break}else if((e|0)==73){h=r+8|0,S=t[h>>2]|0,t[S+12>>2]=D,t[h>>2]=D,t[D+8>>2]=S,t[D+12>>2]=r,t[D+24>>2]=0;break}}else t[2784]=n|r,t[u>>2]=D,t[D+24>>2]=u,t[D+12>>2]=D,t[D+8>>2]=D;while(0);if(S=(t[2791]|0)+-1|0,t[2791]=S,!S)e=11588;else return;for(;e=t[e>>2]|0,e;)e=e+8|0;t[2791]=-1}}}function CI(){return 11628}function xI(e){e=e|0;var n=0,r=0;return n=m,m=m+16|0,r=n,t[r>>2]=OI(t[e+60>>2]|0)|0,e=A_(wu(6,r|0)|0)|0,m=n,e|0}function N8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0;P=m,m=m+48|0,M=P+16|0,s=P,l=P+32|0,D=e+28|0,u=t[D>>2]|0,t[l>>2]=u,S=e+20|0,u=(t[S>>2]|0)-u|0,t[l+4>>2]=u,t[l+8>>2]=n,t[l+12>>2]=r,u=u+r|0,h=e+60|0,t[s>>2]=t[h>>2],t[s+4>>2]=l,t[s+8>>2]=2,s=A_(d0(146,s|0)|0)|0;e:do if((u|0)!=(s|0)){for(n=2;!((s|0)<0);)if(u=u-s|0,Pe=t[l+4>>2]|0,K=s>>>0>Pe>>>0,l=K?l+8|0:l,n=(K<<31>>31)+n|0,Pe=s-(K?Pe:0)|0,t[l>>2]=(t[l>>2]|0)+Pe,K=l+4|0,t[K>>2]=(t[K>>2]|0)-Pe,t[M>>2]=t[h>>2],t[M+4>>2]=l,t[M+8>>2]=n,s=A_(d0(146,M|0)|0)|0,(u|0)==(s|0)){O=3;break e}t[e+16>>2]=0,t[D>>2]=0,t[S>>2]=0,t[e>>2]=t[e>>2]|32,(n|0)==2?r=0:r=r-(t[l+4>>2]|0)|0}else O=3;while(0);return(O|0)==3&&(Pe=t[e+44>>2]|0,t[e+16>>2]=Pe+(t[e+48>>2]|0),t[D>>2]=Pe,t[S>>2]=Pe),m=P,r|0}function AI(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;return l=m,m=m+32|0,s=l,u=l+20|0,t[s>>2]=t[e+60>>2],t[s+4>>2]=0,t[s+8>>2]=n,t[s+12>>2]=u,t[s+16>>2]=r,(A_(Ti(140,s|0)|0)|0)<0?(t[u>>2]=-1,e=-1):e=t[u>>2]|0,m=l,e|0}function A_(e){return e=e|0,e>>>0>4294963200&&(t[(Fv()|0)>>2]=0-e,e=-1),e|0}function Fv(){return(RI()|0)+64|0}function RI(){return VE()|0}function VE(){return 2084}function OI(e){return e=e|0,e|0}function kI(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;return l=m,m=m+32|0,u=l,t[e+36>>2]=1,((t[e>>2]&64|0)==0?(t[u>>2]=t[e+60>>2],t[u+4>>2]=21523,t[u+8>>2]=l+16,b0(54,u|0)|0):0)&&(p[e+75>>0]=-1),u=N8(e,n,r)|0,m=l,u|0}function L8(e,n){e=e|0,n=n|0;var r=0,u=0;if(r=p[e>>0]|0,u=p[n>>0]|0,r<<24>>24==0?1:r<<24>>24!=u<<24>>24)e=u;else{do e=e+1|0,n=n+1|0,r=p[e>>0]|0,u=p[n>>0]|0;while(!(r<<24>>24==0?1:r<<24>>24!=u<<24>>24));e=u}return(r&255)-(e&255)|0}function MI(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0;e:do if(!r)e=0;else{for(;u=p[e>>0]|0,l=p[n>>0]|0,u<<24>>24==l<<24>>24;)if(r=r+-1|0,r)e=e+1|0,n=n+1|0;else{e=0;break e}e=(u&255)-(l&255)|0}while(0);return e|0}function F8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0;ve=m,m=m+224|0,O=ve+120|0,P=ve+80|0,Pe=ve,Ee=ve+136|0,u=P,l=u+40|0;do t[u>>2]=0,u=u+4|0;while((u|0)<(l|0));return t[O>>2]=t[r>>2],(GE(0,n,O,Pe,P)|0)<0?r=-1:((t[e+76>>2]|0)>-1?K=NI(e)|0:K=0,r=t[e>>2]|0,M=r&32,(p[e+74>>0]|0)<1&&(t[e>>2]=r&-33),u=e+48|0,t[u>>2]|0?r=GE(e,n,O,Pe,P)|0:(l=e+44|0,s=t[l>>2]|0,t[l>>2]=Ee,h=e+28|0,t[h>>2]=Ee,D=e+20|0,t[D>>2]=Ee,t[u>>2]=80,S=e+16|0,t[S>>2]=Ee+80,r=GE(e,n,O,Pe,P)|0,s&&(M_[t[e+36>>2]&7](e,0,0)|0,r=(t[D>>2]|0)==0?-1:r,t[l>>2]=s,t[u>>2]=0,t[S>>2]=0,t[h>>2]=0,t[D>>2]=0)),u=t[e>>2]|0,t[e>>2]=u|M,K|0&&LI(e),r=(u&32|0)==0?r:-1),m=ve,r|0}function GE(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0,Qe=0,We=0,st=0,Re=0,Fe=0,Qt=0,Lr=0,Nn=0,mn=0,hr=0,kr=0,On=0;On=m,m=m+64|0,Nn=On+16|0,mn=On,Qt=On+24|0,hr=On+8|0,kr=On+20|0,t[Nn>>2]=n,st=(e|0)!=0,Re=Qt+40|0,Fe=Re,Qt=Qt+39|0,Lr=hr+4|0,h=0,s=0,O=0;e:for(;;){do if((s|0)>-1)if((h|0)>(2147483647-s|0)){t[(Fv()|0)>>2]=75,s=-1;break}else{s=h+s|0;break}while(0);if(h=p[n>>0]|0,h<<24>>24)D=n;else{We=87;break}t:for(;;){switch(h<<24>>24){case 37:{h=D,We=9;break t}case 0:{h=D;break t}default:}Qe=D+1|0,t[Nn>>2]=Qe,h=p[Qe>>0]|0,D=Qe}t:do if((We|0)==9)for(;;){if(We=0,(p[D+1>>0]|0)!=37)break t;if(h=h+1|0,D=D+2|0,t[Nn>>2]=D,(p[D>>0]|0)==37)We=9;else break}while(0);if(h=h-n|0,st&&qo(e,n,h),h|0){n=D;continue}S=D+1|0,h=(p[S>>0]|0)+-48|0,h>>>0<10?(Qe=(p[D+2>>0]|0)==36,ve=Qe?h:-1,O=Qe?1:O,S=Qe?D+3|0:S):ve=-1,t[Nn>>2]=S,h=p[S>>0]|0,D=(h<<24>>24)+-32|0;t:do if(D>>>0<32)for(M=0,P=h;;){if(h=1<>2]=S,h=p[S>>0]|0,D=(h<<24>>24)+-32|0,D>>>0>=32)break;P=h}else M=0;while(0);if(h<<24>>24==42){if(D=S+1|0,h=(p[D>>0]|0)+-48|0,h>>>0<10?(p[S+2>>0]|0)==36:0)t[l+(h<<2)>>2]=10,h=t[u+((p[D>>0]|0)+-48<<3)>>2]|0,O=1,S=S+3|0;else{if(O|0){s=-1;break}st?(O=(t[r>>2]|0)+(4-1)&~(4-1),h=t[O>>2]|0,t[r>>2]=O+4,O=0,S=D):(h=0,O=0,S=D)}t[Nn>>2]=S,Qe=(h|0)<0,h=Qe?0-h|0:h,M=Qe?M|8192:M}else{if(h=b8(Nn)|0,(h|0)<0){s=-1;break}S=t[Nn>>2]|0}do if((p[S>>0]|0)==46){if((p[S+1>>0]|0)!=42){t[Nn>>2]=S+1,D=b8(Nn)|0,S=t[Nn>>2]|0;break}if(P=S+2|0,D=(p[P>>0]|0)+-48|0,D>>>0<10?(p[S+3>>0]|0)==36:0){t[l+(D<<2)>>2]=10,D=t[u+((p[P>>0]|0)+-48<<3)>>2]|0,S=S+4|0,t[Nn>>2]=S;break}if(O|0){s=-1;break e}st?(Qe=(t[r>>2]|0)+(4-1)&~(4-1),D=t[Qe>>2]|0,t[r>>2]=Qe+4):D=0,t[Nn>>2]=P,S=P}else D=-1;while(0);for(Ee=0;;){if(((p[S>>0]|0)+-65|0)>>>0>57){s=-1;break e}if(Qe=S+1|0,t[Nn>>2]=Qe,P=p[(p[S>>0]|0)+-65+(5178+(Ee*58|0))>>0]|0,K=P&255,(K+-1|0)>>>0<8)Ee=K,S=Qe;else break}if(!(P<<24>>24)){s=-1;break}Pe=(ve|0)>-1;do if(P<<24>>24==19)if(Pe){s=-1;break e}else We=49;else{if(Pe){t[l+(ve<<2)>>2]=K,Pe=u+(ve<<3)|0,ve=t[Pe+4>>2]|0,We=mn,t[We>>2]=t[Pe>>2],t[We+4>>2]=ve,We=49;break}if(!st){s=0;break e}P8(mn,K,r)}while(0);if((We|0)==49?(We=0,!st):0){h=0,n=Qe;continue}S=p[S>>0]|0,S=(Ee|0)!=0&(S&15|0)==3?S&-33:S,Pe=M&-65537,ve=(M&8192|0)==0?M:Pe;t:do switch(S|0){case 110:switch((Ee&255)<<24>>24){case 0:{t[t[mn>>2]>>2]=s,h=0,n=Qe;continue e}case 1:{t[t[mn>>2]>>2]=s,h=0,n=Qe;continue e}case 2:{h=t[mn>>2]|0,t[h>>2]=s,t[h+4>>2]=((s|0)<0)<<31>>31,h=0,n=Qe;continue e}case 3:{E[t[mn>>2]>>1]=s,h=0,n=Qe;continue e}case 4:{p[t[mn>>2]>>0]=s,h=0,n=Qe;continue e}case 6:{t[t[mn>>2]>>2]=s,h=0,n=Qe;continue e}case 7:{h=t[mn>>2]|0,t[h>>2]=s,t[h+4>>2]=((s|0)<0)<<31>>31,h=0,n=Qe;continue e}default:{h=0,n=Qe;continue e}}case 112:{S=120,D=D>>>0>8?D:8,n=ve|8,We=61;break}case 88:case 120:{n=ve,We=61;break}case 111:{S=mn,n=t[S>>2]|0,S=t[S+4>>2]|0,K=bI(n,S,Re)|0,Pe=Fe-K|0,M=0,P=5642,D=(ve&8|0)==0|(D|0)>(Pe|0)?D:Pe+1|0,Pe=ve,We=67;break}case 105:case 100:if(S=mn,n=t[S>>2]|0,S=t[S+4>>2]|0,(S|0)<0){n=R_(0,0,n|0,S|0)|0,S=ft,M=mn,t[M>>2]=n,t[M+4>>2]=S,M=1,P=5642,We=66;break t}else{M=(ve&2049|0)!=0&1,P=(ve&2048|0)==0?(ve&1|0)==0?5642:5644:5643,We=66;break t}case 117:{S=mn,M=0,P=5642,n=t[S>>2]|0,S=t[S+4>>2]|0,We=66;break}case 99:{p[Qt>>0]=t[mn>>2],n=Qt,M=0,P=5642,K=Re,S=1,D=Pe;break}case 109:{S=PI(t[(Fv()|0)>>2]|0)|0,We=71;break}case 115:{S=t[mn>>2]|0,S=S|0?S:5652,We=71;break}case 67:{t[hr>>2]=t[mn>>2],t[Lr>>2]=0,t[mn>>2]=hr,K=-1,S=hr,We=75;break}case 83:{n=t[mn>>2]|0,D?(K=D,S=n,We=75):(hl(e,32,h,0,ve),n=0,We=84);break}case 65:case 71:case 70:case 69:case 97:case 103:case 102:case 101:{h=BI(e,+U[mn>>3],h,D,ve,S)|0,n=Qe;continue e}default:M=0,P=5642,K=Re,S=D,D=ve}while(0);t:do if((We|0)==61)ve=mn,Ee=t[ve>>2]|0,ve=t[ve+4>>2]|0,K=FI(Ee,ve,Re,S&32)|0,P=(n&8|0)==0|(Ee|0)==0&(ve|0)==0,M=P?0:2,P=P?5642:5642+(S>>4)|0,Pe=n,n=Ee,S=ve,We=67;else if((We|0)==66)K=bv(n,S,Re)|0,Pe=ve,We=67;else if((We|0)==71)We=0,ve=II(S,0,D)|0,Ee=(ve|0)==0,n=S,M=0,P=5642,K=Ee?S+D|0:ve,S=Ee?D:ve-S|0,D=Pe;else if((We|0)==75){for(We=0,P=S,n=0,D=0;M=t[P>>2]|0,!(!M||(D=I8(kr,M)|0,(D|0)<0|D>>>0>(K-n|0)>>>0));)if(n=D+n|0,K>>>0>n>>>0)P=P+4|0;else break;if((D|0)<0){s=-1;break e}if(hl(e,32,h,n,ve),!n)n=0,We=84;else for(M=0;;){if(D=t[S>>2]|0,!D){We=84;break t}if(D=I8(kr,D)|0,M=D+M|0,(M|0)>(n|0)){We=84;break t}if(qo(e,kr,D),M>>>0>=n>>>0){We=84;break}else S=S+4|0}}while(0);if((We|0)==67)We=0,S=(n|0)!=0|(S|0)!=0,ve=(D|0)!=0|S,S=((S^1)&1)+(Fe-K)|0,n=ve?K:Re,K=Re,S=ve?(D|0)>(S|0)?D:S:D,D=(D|0)>-1?Pe&-65537:Pe;else if((We|0)==84){We=0,hl(e,32,h,n,ve^8192),h=(h|0)>(n|0)?h:n,n=Qe;continue}Ee=K-n|0,Pe=(S|0)<(Ee|0)?Ee:S,ve=Pe+M|0,h=(h|0)<(ve|0)?ve:h,hl(e,32,h,ve,D),qo(e,P,M),hl(e,48,h,ve,D^65536),hl(e,48,Pe,Ee,0),qo(e,n,Ee),hl(e,32,h,ve,D^8192),n=Qe}e:do if((We|0)==87&&!e)if(!O)s=0;else{for(s=1;n=t[l+(s<<2)>>2]|0,!!n;)if(P8(u+(s<<3)|0,n,r),s=s+1|0,(s|0)>=10){s=1;break e}for(;;){if(t[l+(s<<2)>>2]|0){s=-1;break e}if(s=s+1|0,(s|0)>=10){s=1;break}}}while(0);return m=On,s|0}function NI(e){return e=e|0,0}function LI(e){e=e|0}function qo(e,n,r){e=e|0,n=n|0,r=r|0,t[e>>2]&32||YI(n,r,e)|0}function b8(e){e=e|0;var n=0,r=0,u=0;if(r=t[e>>2]|0,u=(p[r>>0]|0)+-48|0,u>>>0<10){n=0;do n=u+(n*10|0)|0,r=r+1|0,t[e>>2]=r,u=(p[r>>0]|0)+-48|0;while(u>>>0<10)}else n=0;return n|0}function P8(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0;e:do if(n>>>0<=20)do switch(n|0){case 9:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,t[e>>2]=n;break e}case 10:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,u=e,t[u>>2]=n,t[u+4>>2]=((n|0)<0)<<31>>31;break e}case 11:{u=(t[r>>2]|0)+(4-1)&~(4-1),n=t[u>>2]|0,t[r>>2]=u+4,u=e,t[u>>2]=n,t[u+4>>2]=0;break e}case 12:{u=(t[r>>2]|0)+(8-1)&~(8-1),n=u,l=t[n>>2]|0,n=t[n+4>>2]|0,t[r>>2]=u+8,u=e,t[u>>2]=l,t[u+4>>2]=n;break e}case 13:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,u=(u&65535)<<16>>16,l=e,t[l>>2]=u,t[l+4>>2]=((u|0)<0)<<31>>31;break e}case 14:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,l=e,t[l>>2]=u&65535,t[l+4>>2]=0;break e}case 15:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,u=(u&255)<<24>>24,l=e,t[l>>2]=u,t[l+4>>2]=((u|0)<0)<<31>>31;break e}case 16:{l=(t[r>>2]|0)+(4-1)&~(4-1),u=t[l>>2]|0,t[r>>2]=l+4,l=e,t[l>>2]=u&255,t[l+4>>2]=0;break e}case 17:{l=(t[r>>2]|0)+(8-1)&~(8-1),s=+U[l>>3],t[r>>2]=l+8,U[e>>3]=s;break e}case 18:{l=(t[r>>2]|0)+(8-1)&~(8-1),s=+U[l>>3],t[r>>2]=l+8,U[e>>3]=s;break e}default:break e}while(0);while(0)}function FI(e,n,r,u){if(e=e|0,n=n|0,r=r|0,u=u|0,!((e|0)==0&(n|0)==0))do r=r+-1|0,p[r>>0]=k[5694+(e&15)>>0]|0|u,e=O_(e|0,n|0,4)|0,n=ft;while(!((e|0)==0&(n|0)==0));return r|0}function bI(e,n,r){if(e=e|0,n=n|0,r=r|0,!((e|0)==0&(n|0)==0))do r=r+-1|0,p[r>>0]=e&7|48,e=O_(e|0,n|0,3)|0,n=ft;while(!((e|0)==0&(n|0)==0));return r|0}function bv(e,n,r){e=e|0,n=n|0,r=r|0;var u=0;if(n>>>0>0|(n|0)==0&e>>>0>4294967295){for(;u=QE(e|0,n|0,10,0)|0,r=r+-1|0,p[r>>0]=u&255|48,u=e,e=XE(e|0,n|0,10,0)|0,n>>>0>9|(n|0)==9&u>>>0>4294967295;)n=ft;n=e}else n=e;if(n)for(;r=r+-1|0,p[r>>0]=(n>>>0)%10|0|48,!(n>>>0<10);)n=(n>>>0)/10|0;return r|0}function PI(e){return e=e|0,HI(e,t[(qI()|0)+188>>2]|0)|0}function II(e,n,r){e=e|0,n=n|0,r=r|0;var u=0,l=0,s=0,h=0;s=n&255,u=(r|0)!=0;e:do if(u&(e&3|0)!=0)for(l=n&255;;){if((p[e>>0]|0)==l<<24>>24){h=6;break e}if(e=e+1|0,r=r+-1|0,u=(r|0)!=0,!(u&(e&3|0)!=0)){h=5;break}}else h=5;while(0);(h|0)==5&&(u?h=6:r=0);e:do if((h|0)==6&&(l=n&255,(p[e>>0]|0)!=l<<24>>24)){u=nr(s,16843009)|0;t:do if(r>>>0>3){for(;s=t[e>>2]^u,!((s&-2139062144^-2139062144)&s+-16843009|0);)if(e=e+4|0,r=r+-4|0,r>>>0<=3){h=11;break t}}else h=11;while(0);if((h|0)==11&&!r){r=0;break}for(;;){if((p[e>>0]|0)==l<<24>>24)break e;if(e=e+1|0,r=r+-1|0,!r){r=0;break}}}while(0);return(r|0?e:0)|0}function hl(e,n,r,u,l){e=e|0,n=n|0,r=r|0,u=u|0,l=l|0;var s=0,h=0;if(h=m,m=m+256|0,s=h,(r|0)>(u|0)&(l&73728|0)==0){if(l=r-u|0,Iv(s|0,n|0,(l>>>0<256?l:256)|0)|0,l>>>0>255){n=r-u|0;do qo(e,s,256),l=l+-256|0;while(l>>>0>255);l=n&255}qo(e,s,l)}m=h}function I8(e,n){return e=e|0,n=n|0,e?e=jI(e,n,0)|0:e=0,e|0}function BI(e,n,r,u,l,s){e=e|0,n=+n,r=r|0,u=u|0,l=l|0,s=s|0;var h=0,D=0,S=0,M=0,O=0,P=0,K=0,Pe=0,Ee=0,ve=0,Qe=0,We=0,st=0,Re=0,Fe=0,Qt=0,Lr=0,Nn=0,mn=0,hr=0,kr=0,On=0,Zi=0;Zi=m,m=m+560|0,S=Zi+8|0,Qe=Zi,On=Zi+524|0,kr=On,M=Zi+512|0,t[Qe>>2]=0,hr=M+12|0,B8(n)|0,(ft|0)<0?(n=-n,Nn=1,Lr=5659):(Nn=(l&2049|0)!=0&1,Lr=(l&2048|0)==0?(l&1|0)==0?5660:5665:5662),B8(n)|0,mn=ft&2146435072;do if(mn>>>0<2146435072|(mn|0)==2146435072&0<0){if(Pe=+UI(n,Qe)*2,h=Pe!=0,h&&(t[Qe>>2]=(t[Qe>>2]|0)+-1),st=s|32,(st|0)==97){Ee=s&32,K=(Ee|0)==0?Lr:Lr+9|0,P=Nn|2,h=12-u|0;do if(u>>>0>11|(h|0)==0)n=Pe;else{n=8;do h=h+-1|0,n=n*16;while((h|0)!=0);if((p[K>>0]|0)==45){n=-(n+(-Pe-n));break}else{n=Pe+n-n;break}}while(0);D=t[Qe>>2]|0,h=(D|0)<0?0-D|0:D,h=bv(h,((h|0)<0)<<31>>31,hr)|0,(h|0)==(hr|0)&&(h=M+11|0,p[h>>0]=48),p[h+-1>>0]=(D>>31&2)+43,O=h+-2|0,p[O>>0]=s+15,M=(u|0)<1,S=(l&8|0)==0,h=On;do mn=~~n,D=h+1|0,p[h>>0]=k[5694+mn>>0]|Ee,n=(n-+(mn|0))*16,((D-kr|0)==1?!(S&(M&n==0)):0)?(p[D>>0]=46,h=h+2|0):h=D;while(n!=0);mn=h-kr|0,kr=hr-O|0,hr=(u|0)!=0&(mn+-2|0)<(u|0)?u+2|0:mn,h=kr+P+hr|0,hl(e,32,r,h,l),qo(e,K,P),hl(e,48,r,h,l^65536),qo(e,On,mn),hl(e,48,hr-mn|0,0,0),qo(e,O,kr),hl(e,32,r,h,l^8192);break}D=(u|0)<0?6:u,h?(h=(t[Qe>>2]|0)+-28|0,t[Qe>>2]=h,n=Pe*268435456):(n=Pe,h=t[Qe>>2]|0),mn=(h|0)<0?S:S+288|0,S=mn;do Fe=~~n>>>0,t[S>>2]=Fe,S=S+4|0,n=(n-+(Fe>>>0))*1e9;while(n!=0);if((h|0)>0)for(M=mn,P=S;;){if(O=(h|0)<29?h:29,h=P+-4|0,h>>>0>=M>>>0){S=0;do Re=W8(t[h>>2]|0,0,O|0)|0,Re=KE(Re|0,ft|0,S|0,0)|0,Fe=ft,We=QE(Re|0,Fe|0,1e9,0)|0,t[h>>2]=We,S=XE(Re|0,Fe|0,1e9,0)|0,h=h+-4|0;while(h>>>0>=M>>>0);S&&(M=M+-4|0,t[M>>2]=S)}for(S=P;!(S>>>0<=M>>>0);)if(h=S+-4|0,!(t[h>>2]|0))S=h;else break;if(h=(t[Qe>>2]|0)-O|0,t[Qe>>2]=h,(h|0)>0)P=S;else break}else M=mn;if((h|0)<0){u=((D+25|0)/9|0)+1|0,ve=(st|0)==102;do{if(Ee=0-h|0,Ee=(Ee|0)<9?Ee:9,M>>>0>>0){O=(1<>>Ee,K=0,h=M;do Fe=t[h>>2]|0,t[h>>2]=(Fe>>>Ee)+K,K=nr(Fe&O,P)|0,h=h+4|0;while(h>>>0>>0);h=(t[M>>2]|0)==0?M+4|0:M,K?(t[S>>2]=K,M=h,h=S+4|0):(M=h,h=S)}else M=(t[M>>2]|0)==0?M+4|0:M,h=S;S=ve?mn:M,S=(h-S>>2|0)>(u|0)?S+(u<<2)|0:h,h=(t[Qe>>2]|0)+Ee|0,t[Qe>>2]=h}while((h|0)<0);h=M,u=S}else h=M,u=S;if(Fe=mn,h>>>0>>0){if(S=(Fe-h>>2)*9|0,O=t[h>>2]|0,O>>>0>=10){M=10;do M=M*10|0,S=S+1|0;while(O>>>0>=M>>>0)}}else S=0;if(ve=(st|0)==103,We=(D|0)!=0,M=D-((st|0)!=102?S:0)+((We&ve)<<31>>31)|0,(M|0)<(((u-Fe>>2)*9|0)+-9|0)){if(M=M+9216|0,Ee=mn+4+(((M|0)/9|0)+-1024<<2)|0,M=((M|0)%9|0)+1|0,(M|0)<9){O=10;do O=O*10|0,M=M+1|0;while((M|0)!=9)}else O=10;if(P=t[Ee>>2]|0,K=(P>>>0)%(O>>>0)|0,M=(Ee+4|0)==(u|0),M&(K|0)==0)M=Ee;else if(Pe=(((P>>>0)/(O>>>0)|0)&1|0)==0?9007199254740992:9007199254740994,Re=(O|0)/2|0,n=K>>>0>>0?.5:M&(K|0)==(Re|0)?1:1.5,Nn&&(Re=(p[Lr>>0]|0)==45,n=Re?-n:n,Pe=Re?-Pe:Pe),M=P-K|0,t[Ee>>2]=M,Pe+n!=Pe){if(Re=M+O|0,t[Ee>>2]=Re,Re>>>0>999999999)for(S=Ee;M=S+-4|0,t[S>>2]=0,M>>>0>>0&&(h=h+-4|0,t[h>>2]=0),Re=(t[M>>2]|0)+1|0,t[M>>2]=Re,Re>>>0>999999999;)S=M;else M=Ee;if(S=(Fe-h>>2)*9|0,P=t[h>>2]|0,P>>>0>=10){O=10;do O=O*10|0,S=S+1|0;while(P>>>0>=O>>>0)}}else M=Ee;M=M+4|0,M=u>>>0>M>>>0?M:u,Re=h}else M=u,Re=h;for(st=M;;){if(st>>>0<=Re>>>0){Qe=0;break}if(h=st+-4|0,!(t[h>>2]|0))st=h;else{Qe=1;break}}u=0-S|0;do if(ve)if(h=((We^1)&1)+D|0,(h|0)>(S|0)&(S|0)>-5?(O=s+-1|0,D=h+-1-S|0):(O=s+-2|0,D=h+-1|0),h=l&8,h)Ee=h;else{if(Qe?(Qt=t[st+-4>>2]|0,(Qt|0)!=0):0)if((Qt>>>0)%10|0)M=0;else{M=0,h=10;do h=h*10|0,M=M+1|0;while(!((Qt>>>0)%(h>>>0)|0|0))}else M=9;if(h=((st-Fe>>2)*9|0)+-9|0,(O|32|0)==102){Ee=h-M|0,Ee=(Ee|0)>0?Ee:0,D=(D|0)<(Ee|0)?D:Ee,Ee=0;break}else{Ee=h+S-M|0,Ee=(Ee|0)>0?Ee:0,D=(D|0)<(Ee|0)?D:Ee,Ee=0;break}}else O=s,Ee=l&8;while(0);if(ve=D|Ee,P=(ve|0)!=0&1,K=(O|32|0)==102,K)We=0,h=(S|0)>0?S:0;else{if(h=(S|0)<0?u:S,h=bv(h,((h|0)<0)<<31>>31,hr)|0,M=hr,(M-h|0)<2)do h=h+-1|0,p[h>>0]=48;while((M-h|0)<2);p[h+-1>>0]=(S>>31&2)+43,h=h+-2|0,p[h>>0]=O,We=h,h=M-h|0}if(h=Nn+1+D+P+h|0,hl(e,32,r,h,l),qo(e,Lr,Nn),hl(e,48,r,h,l^65536),K){O=Re>>>0>mn>>>0?mn:Re,Ee=On+9|0,P=Ee,K=On+8|0,M=O;do{if(S=bv(t[M>>2]|0,0,Ee)|0,(M|0)==(O|0))(S|0)==(Ee|0)&&(p[K>>0]=48,S=K);else if(S>>>0>On>>>0){Iv(On|0,48,S-kr|0)|0;do S=S+-1|0;while(S>>>0>On>>>0)}qo(e,S,P-S|0),M=M+4|0}while(M>>>0<=mn>>>0);if(ve|0&&qo(e,5710,1),M>>>0>>0&(D|0)>0)for(;;){if(S=bv(t[M>>2]|0,0,Ee)|0,S>>>0>On>>>0){Iv(On|0,48,S-kr|0)|0;do S=S+-1|0;while(S>>>0>On>>>0)}if(qo(e,S,(D|0)<9?D:9),M=M+4|0,S=D+-9|0,M>>>0>>0&(D|0)>9)D=S;else{D=S;break}}hl(e,48,D+9|0,9,0)}else{if(ve=Qe?st:Re+4|0,(D|0)>-1){Qe=On+9|0,Ee=(Ee|0)==0,u=Qe,P=0-kr|0,K=On+8|0,O=Re;do{S=bv(t[O>>2]|0,0,Qe)|0,(S|0)==(Qe|0)&&(p[K>>0]=48,S=K);do if((O|0)==(Re|0)){if(M=S+1|0,qo(e,S,1),Ee&(D|0)<1){S=M;break}qo(e,5710,1),S=M}else{if(S>>>0<=On>>>0)break;Iv(On|0,48,S+P|0)|0;do S=S+-1|0;while(S>>>0>On>>>0)}while(0);kr=u-S|0,qo(e,S,(D|0)>(kr|0)?kr:D),D=D-kr|0,O=O+4|0}while(O>>>0>>0&(D|0)>-1)}hl(e,48,D+18|0,18,0),qo(e,We,hr-We|0)}hl(e,32,r,h,l^8192)}else On=(s&32|0)!=0,h=Nn+3|0,hl(e,32,r,h,l&-65537),qo(e,Lr,Nn),qo(e,n!=n|!1?On?5686:5690:On?5678:5682,3),hl(e,32,r,h,l^8192);while(0);return m=Zi,((h|0)<(r|0)?r:h)|0}function B8(e){e=+e;var n=0;return U[W>>3]=e,n=t[W>>2]|0,ft=t[W+4>>2]|0,n|0}function UI(e,n){return e=+e,n=n|0,+ +U8(e,n)}function U8(e,n){e=+e,n=n|0;var r=0,u=0,l=0;switch(U[W>>3]=e,r=t[W>>2]|0,u=t[W+4>>2]|0,l=O_(r|0,u|0,52)|0,l&2047){case 0:{e!=0?(e=+U8(e*18446744073709552e3,n),r=(t[n>>2]|0)+-64|0):r=0,t[n>>2]=r;break}case 2047:break;default:t[n>>2]=(l&2047)+-1022,t[W>>2]=r,t[W+4>>2]=u&-2146435073|1071644672,e=+U[W>>3]}return+e}function jI(e,n,r){e=e|0,n=n|0,r=r|0;do if(e){if(n>>>0<128){p[e>>0]=n,e=1;break}if(!(t[t[(zI()|0)+188>>2]>>2]|0))if((n&-128|0)==57216){p[e>>0]=n,e=1;break}else{t[(Fv()|0)>>2]=84,e=-1;break}if(n>>>0<2048){p[e>>0]=n>>>6|192,p[e+1>>0]=n&63|128,e=2;break}if(n>>>0<55296|(n&-8192|0)==57344){p[e>>0]=n>>>12|224,p[e+1>>0]=n>>>6&63|128,p[e+2>>0]=n&63|128,e=3;break}if((n+-65536|0)>>>0<1048576){p[e>>0]=n>>>18|240,p[e+1>>0]=n>>>12&63|128,p[e+2>>0]=n>>>6&63|128,p[e+3>>0]=n&63|128,e=4;break}else{t[(Fv()|0)>>2]=84,e=-1;break}}else e=1;while(0);return e|0}function zI(){return VE()|0}function qI(){return VE()|0}function HI(e,n){e=e|0,n=n|0;var r=0,u=0;for(u=0;;){if((k[5712+u>>0]|0)==(e|0)){e=2;break}if(r=u+1|0,(r|0)==87){r=5800,u=87,e=5;break}else u=r}if((e|0)==2&&(u?(r=5800,e=5):r=5800),(e|0)==5)for(;;){do 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K8=[OB,UL],X8=[kB,Ju],Q8=[Ks,ua,ys,gs,Ql,Io,hf,tl,Ia,Zu,vf,jc,lc,Sl,_s,oa,n2,la,sc,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks,Ks],J8=[MB],M1=[Kn,Pv,an,$l,go,Lf,x1,Fl,hN,vN,mN,xL,AL,RL,XP,QP,JP,Ne,uc,La,ju,U0,hh,yf,$c,Af,pa,Rh,Sm,h1,v1,Xh,pp,M2,Gm,D1,Sc,ry,oy,Sv,Av,rn,Q4,lE,h_,Nt,_u,Qu,RO,WO,ak,Ak,qk,aM,_M,wM,UM,qM,uN,gN,DN,BN,nL,v2,BF,vb,kb,Vb,pP,RP,UP,qP,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn,Kn],N1=[By,gd,$1,Uc,Dl,el,_d,Bs,wl,Fa,ba,Pa,Tl,Be,ut,Jt,jn,ti,tr,Ba,Dd,mh,fE,vE,Mk,zF,fL,g8,By,By,By,By],Xp=[xa,xI,pf,y,J,fe,mt,Ct,Mt,Er,iu,j0,Ua,r2,Vc,Cs,Gk,zN,VF,Sa,xa,xa,xa,xa,xa,xa,xa,xa,xa,xa,xa,xa],Z8=[NB,Td],VB=[LB,sN],M_=[FB,N8,AI,kI,zh,dv,NO,Xb],GB=[bB,lv],$8=[Kp,e0,He,ii,vh,il,sa,Cd,xd,ac,Kp,Kp,Kp,Kp,Kp,Kp],YB=[PB,mM],ZE=[Uy,JI,Ed,ll,zd,Nm,ap,Cp,ly,xr,bo,Fb,Uy,Uy,Uy,Uy],KB=[IB,Sh],XB=[BB,yP],eS=[JE,qi,Ad,a2,Gc,cl,JE,JE],N_=[UB,Yc,to,g0,xM,GM,CN,GP],tS=[jB,ei],QB=[zB,Dy],nS=[qB,i2],jy=[k_,A,$u,jr,gu,d1,k2,ir,Cy,po,aF,_b,NP,k_,k_,k_],rS=[HB],iS=[Bv,e2,ho,t2,Po,zc,bi,g,Ip,KO,dM,Bv,Bv,Bv,Bv,Bv],JB=[WB,dN],$E=[Uv,_p,Rc,pk,tM,NM,ZM,NN,lL,JF,rI,Uv,Uv,Uv,Uv,Uv];return{_llvm_bswap_i32:Y8,dynCall_idd:AB,dynCall_i:EB,_i64Subtract:R_,___udivdi3:XE,dynCall_vif:iB,setThrew:fs,dynCall_viii:TB,_bitshift64Lshr:O_,_bitshift64Shl:W8,dynCall_vi:lB,dynCall_viiddi:yB,dynCall_diii:pB,dynCall_iii:mB,_memset:Iv,_sbrk:Z2,_memcpy:pr,__GLOBAL__sub_I_Yoga_cpp:Qi,dynCall_vii:sB,___uremdi3:QE,dynCall_vid:uB,stackAlloc:so,_nbind_init:hI,getTempRet0:X,dynCall_di:hB,dynCall_iid:vB,setTempRet0:P0,_i64Add:KE,dynCall_fiff:oB,dynCall_iiii:dB,_emscripten_get_global_libc:CI,dynCall_viid:xB,dynCall_viiid:wB,dynCall_viififi:SB,dynCall_ii:aB,__GLOBAL__sub_I_Binding_cc:kF,dynCall_viiii:RB,dynCall_iiiiii:DB,stackSave:Jo,dynCall_viiiii:rB,__GLOBAL__sub_I_nbind_cc:Us,dynCall_vidd:cB,_free:x_,runPostSets:nB,dynCall_viiiiii:gB,establishStackSpace:Fu,_memmove:Iy,stackRestore:Gl,_malloc:C_,__GLOBAL__sub_I_common_cc:XN,dynCall_viddi:fB,dynCall_dii:_B,dynCall_v:CB}}(Module.asmGlobalArg,Module.asmLibraryArg,buffer),_llvm_bswap_i32=Module._llvm_bswap_i32=asm._llvm_bswap_i32,getTempRet0=Module.getTempRet0=asm.getTempRet0,___udivdi3=Module.___udivdi3=asm.___udivdi3,setThrew=Module.setThrew=asm.setThrew,_bitshift64Lshr=Module._bitshift64Lshr=asm._bitshift64Lshr,_bitshift64Shl=Module._bitshift64Shl=asm._bitshift64Shl,_memset=Module._memset=asm._memset,_sbrk=Module._sbrk=asm._sbrk,_memcpy=Module._memcpy=asm._memcpy,stackAlloc=Module.stackAlloc=asm.stackAlloc,___uremdi3=Module.___uremdi3=asm.___uremdi3,_nbind_init=Module._nbind_init=asm._nbind_init,_i64Subtract=Module._i64Subtract=asm._i64Subtract,setTempRet0=Module.setTempRet0=asm.setTempRet0,_i64Add=Module._i64Add=asm._i64Add,_emscripten_get_global_libc=Module._emscripten_get_global_libc=asm._emscripten_get_global_libc,__GLOBAL__sub_I_Yoga_cpp=Module.__GLOBAL__sub_I_Yoga_cpp=asm.__GLOBAL__sub_I_Yoga_cpp,__GLOBAL__sub_I_Binding_cc=Module.__GLOBAL__sub_I_Binding_cc=asm.__GLOBAL__sub_I_Binding_cc,stackSave=Module.stackSave=asm.stackSave,__GLOBAL__sub_I_nbind_cc=Module.__GLOBAL__sub_I_nbind_cc=asm.__GLOBAL__sub_I_nbind_cc,_free=Module._free=asm._free,runPostSets=Module.runPostSets=asm.runPostSets,establishStackSpace=Module.establishStackSpace=asm.establishStackSpace,_memmove=Module._memmove=asm._memmove,stackRestore=Module.stackRestore=asm.stackRestore,_malloc=Module._malloc=asm._malloc,__GLOBAL__sub_I_common_cc=Module.__GLOBAL__sub_I_common_cc=asm.__GLOBAL__sub_I_common_cc,dynCall_viiiii=Module.dynCall_viiiii=asm.dynCall_viiiii,dynCall_vif=Module.dynCall_vif=asm.dynCall_vif,dynCall_vid=Module.dynCall_vid=asm.dynCall_vid,dynCall_fiff=Module.dynCall_fiff=asm.dynCall_fiff,dynCall_vi=Module.dynCall_vi=asm.dynCall_vi,dynCall_vii=Module.dynCall_vii=asm.dynCall_vii,dynCall_ii=Module.dynCall_ii=asm.dynCall_ii,dynCall_viddi=Module.dynCall_viddi=asm.dynCall_viddi,dynCall_vidd=Module.dynCall_vidd=asm.dynCall_vidd,dynCall_iiii=Module.dynCall_iiii=asm.dynCall_iiii,dynCall_diii=Module.dynCall_diii=asm.dynCall_diii,dynCall_di=Module.dynCall_di=asm.dynCall_di,dynCall_iid=Module.dynCall_iid=asm.dynCall_iid,dynCall_iii=Module.dynCall_iii=asm.dynCall_iii,dynCall_viiddi=Module.dynCall_viiddi=asm.dynCall_viiddi,dynCall_viiiiii=Module.dynCall_viiiiii=asm.dynCall_viiiiii,dynCall_dii=Module.dynCall_dii=asm.dynCall_dii,dynCall_i=Module.dynCall_i=asm.dynCall_i,dynCall_iiiiii=Module.dynCall_iiiiii=asm.dynCall_iiiiii,dynCall_viiid=Module.dynCall_viiid=asm.dynCall_viiid,dynCall_viififi=Module.dynCall_viififi=asm.dynCall_viififi,dynCall_viii=Module.dynCall_viii=asm.dynCall_viii,dynCall_v=Module.dynCall_v=asm.dynCall_v,dynCall_viid=Module.dynCall_viid=asm.dynCall_viid,dynCall_idd=Module.dynCall_idd=asm.dynCall_idd,dynCall_viiii=Module.dynCall_viiii=asm.dynCall_viiii;Runtime.stackAlloc=Module.stackAlloc,Runtime.stackSave=Module.stackSave,Runtime.stackRestore=Module.stackRestore,Runtime.establishStackSpace=Module.establishStackSpace,R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ExitStatus(i){this.name="ExitStatus",this.message="Program terminated with exit("+i+")",this.status=i}ExitStatus.prototype=new Error,ExitStatus.prototype.constructor=ExitStatus;var initialStackTop,preloadStartTime=null,calledMain=!1;dependenciesFulfilled=function i(){Module.calledRun||run(),Module.calledRun||(dependenciesFulfilled=i)},Module.callMain=Module.callMain=function(o){o=o||[],ensureInitRuntime();var f=o.length+1;function p(){for(var N=0;N<4-1;N++)E.push(0)}var E=[allocate(intArrayFromString(Module.thisProgram),"i8",ALLOC_NORMAL)];p();for(var t=0;t0||(preRun(),runDependencies>0)||Module.calledRun)return;function o(){Module.calledRun||(Module.calledRun=!0,!ABORT&&(ensureInitRuntime(),preMain(),Module.onRuntimeInitialized&&Module.onRuntimeInitialized(),Module._main&&shouldRunNow&&Module.callMain(i),postRun()))}Module.setStatus?(Module.setStatus("Running..."),setTimeout(function(){setTimeout(function(){Module.setStatus("")},1),o()},1)):o()}Module.run=Module.run=run;function 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wg=require("zlib"),CA=Dg(),GX=SA(),{kStatusCode:xA,NOOP:YX}=th(),KX=Buffer.from([0,0,255,255]),T4=Symbol("permessage-deflate"),G1=Symbol("total-length"),Sg=Symbol("callback"),hd=Symbol("buffers"),Pw=Symbol("error"),C4,AA=class{constructor(o,f,p){if(this._maxPayload=p|0,this._options=o||{},this._threshold=this._options.threshold!==void 0?this._options.threshold:1024,this._isServer=!!f,this._deflate=null,this._inflate=null,this.params=null,!C4){let E=this._options.concurrencyLimit!==void 0?this._options.concurrencyLimit:10;C4=new GX(E)}}static get extensionName(){return"permessage-deflate"}offer(){let o={};return 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this._options.clientMaxWindowBits=="number"&&f.client_max_window_bits>this._options.clientMaxWindowBits)throw new Error('Unexpected or invalid parameter "client_max_window_bits"');return f}normalizeParams(o){return o.forEach(f=>{Object.keys(f).forEach(p=>{let E=f[p];if(E.length>1)throw new Error(`Parameter "${p}" must have only a single value`);if(E=E[0],p==="client_max_window_bits"){if(E!==!0){let t=+E;if(!Number.isInteger(t)||t<8||t>15)throw new TypeError(`Invalid value for parameter "${p}": ${E}`);E=t}else if(!this._isServer)throw new TypeError(`Invalid value for parameter "${p}": ${E}`)}else if(p==="server_max_window_bits"){let t=+E;if(!Number.isInteger(t)||t<8||t>15)throw new TypeError(`Invalid value for parameter "${p}": ${E}`);E=t}else if(p==="client_no_context_takeover"||p==="server_no_context_takeover"){if(E!==!0)throw new TypeError(`Invalid value for parameter "${p}": ${E}`)}else throw new Error(`Unknown parameter 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k=CA.concat(this._inflate[hd],this._inflate[G1]);this._inflate._readableState.endEmitted?(this._inflate.close(),this._inflate=null):(this._inflate[G1]=0,this._inflate[hd]=[],f&&this.params[`${E}_no_context_takeover`]&&this._inflate.reset()),p(null,k)})}_compress(o,f,p){let E=this._isServer?"server":"client";if(!this._deflate){let t=`${E}_max_window_bits`,k=typeof this.params[t]!="number"?wg.Z_DEFAULT_WINDOWBITS:this.params[t];this._deflate=wg.createDeflateRaw(Gf(E0({},this._options.zlibDeflateOptions),{windowBits:k})),this._deflate[G1]=0,this._deflate[hd]=[],this._deflate.on("error",YX),this._deflate.on("data",XX)}this._deflate[Sg]=p,this._deflate.write(o),this._deflate.flush(wg.Z_SYNC_FLUSH,()=>{if(!this._deflate)return;let t=CA.concat(this._deflate[hd],this._deflate[G1]);f&&(t=t.slice(0,t.length-4)),this._deflate[Sg]=null,this._deflate[G1]=0,this._deflate[hd]=[],f&&this.params[`${E}_no_context_takeover`]&&this._deflate.reset(),p(null,t)})}};TA.exports=AA;function 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0",!0,1002);this._opcode=this._fragmented}else if(this._opcode===1||this._opcode===2){if(this._fragmented)return this._loop=!1,Ho(RangeError,`invalid opcode ${this._opcode}`,!0,1002);this._compressed=f}else if(this._opcode>7&&this._opcode<11){if(!this._fin)return this._loop=!1,Ho(RangeError,"FIN must be set",!0,1002);if(f)return this._loop=!1,Ho(RangeError,"RSV1 must be clear",!0,1002);if(this._payloadLength>125)return this._loop=!1,Ho(RangeError,`invalid payload length ${this._payloadLength}`,!0,1002)}else return this._loop=!1,Ho(RangeError,`invalid opcode ${this._opcode}`,!0,1002);if(!this._fin&&!this._fragmented&&(this._fragmented=this._opcode),this._masked=(o[1]&128)==128,this._isServer){if(!this._masked)return this._loop=!1,Ho(RangeError,"MASK must be set",!0,1002)}else if(this._masked)return this._loop=!1,Ho(RangeError,"MASK must be clear",!0,1002);if(this._payloadLength===126)this._state=FA;else if(this._payloadLength===127)this._state=bA;else return this.haveLength()}getPayloadLength16(){if(this._bufferedBytes<2){this._loop=!1;return}return this._payloadLength=this.consume(2).readUInt16BE(0),this.haveLength()}getPayloadLength64(){if(this._bufferedBytes<8){this._loop=!1;return}let o=this.consume(8),f=o.readUInt32BE(0);return f>Math.pow(2,53-32)-1?(this._loop=!1,Ho(RangeError,"Unsupported WebSocket frame: payload length > 2^53 - 1",!1,1009)):(this._payloadLength=f*Math.pow(2,32)+o.readUInt32BE(4),this.haveLength())}haveLength(){if(this._payloadLength&&this._opcode<8&&(this._totalPayloadLength+=this._payloadLength,this._totalPayloadLength>this._maxPayload&&this._maxPayload>0))return this._loop=!1,Ho(RangeError,"Max payload size exceeded",!1,1009);this._masked?this._state=PA:this._state=jw}getMask(){if(this._bufferedBytes<4){this._loop=!1;return}this._mask=this.consume(4),this._state=jw}getData(o){let f=$X;if(this._payloadLength){if(this._bufferedBytes7)return this.controlMessage(f);if(this._compressed){this._state=uQ,this.decompress(f,o);return}return f.length&&(this._messageLength=this._totalPayloadLength,this._fragments.push(f)),this.dataMessage()}decompress(o,f){this._extensions[NA.extensionName].decompress(o,this._fin,(E,t)=>{if(E)return f(E);if(t.length){if(this._messageLength+=t.length,this._messageLength>this._maxPayload&&this._maxPayload>0)return f(Ho(RangeError,"Max payload size exceeded",!1,1009));this._fragments.push(t)}let k=this.dataMessage();if(k)return f(k);this.startLoop(f)})}dataMessage(){if(this._fin){let o=this._messageLength,f=this._fragments;if(this._totalPayloadLength=0,this._messageLength=0,this._fragmented=0,this._fragments=[],this._opcode===2){let p;this._binaryType==="nodebuffer"?p=Uw(f,o):this._binaryType==="arraybuffer"?p=nQ(Uw(f,o)):p=f,this.emit("message",p)}else{let p=Uw(f,o);if(!LA(p))return this._loop=!1,Ho(Error,"invalid UTF-8 sequence",!0,1007);this.emit("message",p.toString())}}this._state=Cg}controlMessage(o){if(this._opcode===8)if(this._loop=!1,o.length===0)this.emit("conclude",1005,""),this.end();else{if(o.length===1)return Ho(RangeError,"invalid payload length 1",!0,1002);{let f=o.readUInt16BE(0);if(!iQ(f))return Ho(RangeError,`invalid status code ${f}`,!0,1002);let p=o.slice(2);if(!LA(p))return Ho(Error,"invalid UTF-8 sequence",!0,1007);this.emit("conclude",f,p.toString()),this.end()}}else this._opcode===9?this.emit("ping",o):this.emit("pong",o);this._state=Cg}};MA.exports=IA;function Ho(i,o,f,p){let E=new i(f?`Invalid WebSocket frame: ${o}`:o);return Error.captureStackTrace(E,Ho),E[eQ]=p,E}});var qw=ce((yre,BA)=>{"use strict";var{randomFillSync:oQ}=require("crypto"),UA=Tg(),{EMPTY_BUFFER:lQ}=th(),{isValidStatusCode:sQ}=Bw(),{mask:jA,toBuffer:Y1}=Dg(),nh=Buffer.alloc(4),K1=class{constructor(o,f){this._extensions=f||{},this._socket=o,this._firstFragment=!0,this._compress=!1,this._bufferedBytes=0,this._deflating=!1,this._queue=[]}static frame(o,f){let p=f.mask&&f.readOnly,E=f.mask?6:2,t=o.length;o.length>=65536?(E+=8,t=127):o.length>125&&(E+=2,t=126);let k=Buffer.allocUnsafe(p?o.length+E:E);return k[0]=f.fin?f.opcode|128:f.opcode,f.rsv1&&(k[0]|=64),k[1]=t,t===126?k.writeUInt16BE(o.length,2):t===127&&(k.writeUInt32BE(0,2),k.writeUInt32BE(o.length,6)),f.mask?(oQ(nh,0,4),k[1]|=128,k[E-4]=nh[0],k[E-3]=nh[1],k[E-2]=nh[2],k[E-1]=nh[3],p?(jA(o,nh,k,E,o.length),[k]):(jA(o,nh,o,0,o.length),[k,o])):[k,o]}close(o,f,p,E){let t;if(o===void 0)t=lQ;else{if(typeof o!="number"||!sQ(o))throw new TypeError("First argument must be a valid error code number");if(f===void 0||f==="")t=Buffer.allocUnsafe(2),t.writeUInt16BE(o,0);else{let k=Buffer.byteLength(f);if(k>123)throw new RangeError("The message must not be greater than 123 bytes");t=Buffer.allocUnsafe(2+k),t.writeUInt16BE(o,0),t.write(f,2)}}this._deflating?this.enqueue([this.doClose,t,p,E]):this.doClose(t,p,E)}doClose(o,f,p){this.sendFrame(K1.frame(o,{fin:!0,rsv1:!1,opcode:8,mask:f,readOnly:!1}),p)}ping(o,f,p){let E=Y1(o);if(E.length>125)throw new RangeError("The data size must not be greater than 125 bytes");this._deflating?this.enqueue([this.doPing,E,f,Y1.readOnly,p]):this.doPing(E,f,Y1.readOnly,p)}doPing(o,f,p,E){this.sendFrame(K1.frame(o,{fin:!0,rsv1:!1,opcode:9,mask:f,readOnly:p}),E)}pong(o,f,p){let E=Y1(o);if(E.length>125)throw new RangeError("The data size must not be greater than 125 bytes");this._deflating?this.enqueue([this.doPong,E,f,Y1.readOnly,p]):this.doPong(E,f,Y1.readOnly,p)}doPong(o,f,p,E){this.sendFrame(K1.frame(o,{fin:!0,rsv1:!1,opcode:10,mask:f,readOnly:p}),E)}send(o,f,p){let E=Y1(o),t=this._extensions[UA.extensionName],k=f.binary?2:1,L=f.compress;if(this._firstFragment?(this._firstFragment=!1,L&&t&&(L=E.length>=t._threshold),this._compress=L):(L=!1,k=0),f.fin&&(this._firstFragment=!0),t){let N={fin:f.fin,rsv1:L,opcode:k,mask:f.mask,readOnly:Y1.readOnly};this._deflating?this.enqueue([this.dispatch,E,this._compress,N,p]):this.dispatch(E,this._compress,N,p)}else this.sendFrame(K1.frame(E,{fin:f.fin,rsv1:!1,opcode:k,mask:f.mask,readOnly:Y1.readOnly}),p)}dispatch(o,f,p,E){if(!f){this.sendFrame(K1.frame(o,p),E);return}let t=this._extensions[UA.extensionName];this._bufferedBytes+=o.length,this._deflating=!0,t.compress(o,p.fin,(k,L)=>{if(this._socket.destroyed){let N=new Error("The socket was closed while data was being compressed");typeof E=="function"&&E(N);for(let C=0;C{"use strict";var xg=class{constructor(o,f){this.target=f,this.type=o}},qA=class extends xg{constructor(o,f){super("message",f);this.data=o}},HA=class extends xg{constructor(o,f,p){super("close",p);this.wasClean=p._closeFrameReceived&&p._closeFrameSent,this.reason=f,this.code=o}},WA=class extends xg{constructor(o){super("open",o)}},VA=class extends xg{constructor(o,f){super("error",f);this.message=o.message,this.error=o}},aQ={addEventListener(i,o,f){if(typeof o!="function")return;function p(N){o.call(this,new qA(N,this))}function E(N,C){o.call(this,new HA(N,C,this))}function t(N){o.call(this,new VA(N,this))}function k(){o.call(this,new WA(this))}let L=f&&f.once?"once":"on";i==="message"?(p._listener=o,this[L](i,p)):i==="close"?(E._listener=o,this[L](i,E)):i==="error"?(t._listener=o,this[L](i,t)):i==="open"?(k._listener=o,this[L](i,k)):this[L](i,o)},removeEventListener(i,o){let f=this.listeners(i);for(let p=0;p{"use strict";var Ag=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,1,1,1,0,0,1,1,0,1,1,0,1,1,1,1,1,1,1,1,1,1,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0,1,0,1,0];function Pc(i,o,f){i[o]===void 0?i[o]=[f]:i[o].push(f)}function fQ(i){let o=Object.create(null);if(i===void 0||i==="")return o;let f=Object.create(null),p=!1,E=!1,t=!1,k,L,N=-1,C=-1,U=0;for(;U{let f=i[o];return Array.isArray(f)||(f=[f]),f.map(p=>[o].concat(Object.keys(p).map(E=>{let t=p[E];return Array.isArray(t)||(t=[t]),t.map(k=>k===!0?E:`${E}=${k}`).join("; ")})).join("; ")).join(", ")}).join(", ")}YA.exports={format:cQ,parse:fQ}});var Kw=ce((Ere,KA)=>{"use strict";var dQ=require("events"),pQ=require("https"),hQ=require("http"),XA=require("net"),vQ=require("tls"),{randomBytes:mQ,createHash:yQ}=require("crypto"),{URL:Ww}=require("url"),vd=Tg(),gQ=zw(),_Q=qw(),{BINARY_TYPES:QA,EMPTY_BUFFER:Vw,GUID:EQ,kStatusCode:DQ,kWebSocket:Qs,NOOP:JA}=th(),{addEventListener:wQ,removeEventListener:SQ}=GA(),{format:TQ,parse:CQ}=Hw(),{toBuffer:xQ}=Dg(),ZA=["CONNECTING","OPEN","CLOSING","CLOSED"],Gw=[8,13],AQ=30*1e3,Bi=class extends dQ{constructor(o,f,p){super();this._binaryType=QA[0],this._closeCode=1006,this._closeFrameReceived=!1,this._closeFrameSent=!1,this._closeMessage="",this._closeTimer=null,this._extensions={},this._protocol="",this._readyState=Bi.CONNECTING,this._receiver=null,this._sender=null,this._socket=null,o!==null?(this._bufferedAmount=0,this._isServer=!1,this._redirects=0,Array.isArray(f)?f=f.join(", "):typeof f=="object"&&f!==null&&(p=f,f=void 0),$A(this,o,f,p)):this._isServer=!0}get binaryType(){return this._binaryType}set binaryType(o){!QA.includes(o)||(this._binaryType=o,this._receiver&&(this._receiver._binaryType=o))}get bufferedAmount(){return this._socket?this._socket._writableState.length+this._sender._bufferedBytes:this._bufferedAmount}get extensions(){return Object.keys(this._extensions).join()}get protocol(){return this._protocol}get readyState(){return this._readyState}get url(){return this._url}setSocket(o,f,p){let E=new gQ(this.binaryType,this._extensions,this._isServer,p);this._sender=new 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X1(this,this._req,p)}if(this.readyState===Bi.CLOSING){this._closeFrameSent&&this._closeFrameReceived&&this._socket.end();return}this._readyState=Bi.CLOSING,this._sender.close(o,f,!this._isServer,p=>{p||(this._closeFrameSent=!0,this._closeFrameReceived&&this._socket.end())}),this._closeTimer=setTimeout(this._socket.destroy.bind(this._socket),AQ)}}ping(o,f,p){if(this.readyState===Bi.CONNECTING)throw new Error("WebSocket is not open: readyState 0 (CONNECTING)");if(typeof o=="function"?(p=o,o=f=void 0):typeof f=="function"&&(p=f,f=void 0),typeof o=="number"&&(o=o.toString()),this.readyState!==Bi.OPEN){Yw(this,o,p);return}f===void 0&&(f=!this._isServer),this._sender.ping(o||Vw,f,p)}pong(o,f,p){if(this.readyState===Bi.CONNECTING)throw new Error("WebSocket is not open: readyState 0 (CONNECTING)");if(typeof o=="function"?(p=o,o=f=void 0):typeof f=="function"&&(p=f,f=void 0),typeof o=="number"&&(o=o.toString()),this.readyState!==Bi.OPEN){Yw(this,o,p);return}f===void 0&&(f=!this._isServer),this._sender.pong(o||Vw,f,p)}send(o,f,p){if(this.readyState===Bi.CONNECTING)throw new Error("WebSocket is not open: readyState 0 (CONNECTING)");if(typeof f=="function"&&(p=f,f={}),typeof o=="number"&&(o=o.toString()),this.readyState!==Bi.OPEN){Yw(this,o,p);return}let E=E0({binary:typeof o!="string",mask:!this._isServer,compress:!0,fin:!0},f);this._extensions[vd.extensionName]||(E.compress=!1),this._sender.send(o||Vw,E,p)}terminate(){if(this.readyState!==Bi.CLOSED){if(this.readyState===Bi.CONNECTING){let o="WebSocket was closed before the connection was established";return X1(this,this._req,o)}this._socket&&(this._readyState=Bi.CLOSING,this._socket.destroy())}}};ZA.forEach((i,o)=>{let f={enumerable:!0,value:o};Object.defineProperty(Bi.prototype,i,f),Object.defineProperty(Bi,i,f)});["binaryType","bufferedAmount","extensions","protocol","readyState","url"].forEach(i=>{Object.defineProperty(Bi.prototype,i,{enumerable:!0})});["open","error","close","message"].forEach(i=>{Object.defineProperty(Bi.prototype,`on${i}`,{configurable:!0,enumerable:!0,get(){let o=this.listeners(i);for(let f=0;f{X1(i,W,"Opening handshake has timed out")}),W.on("error",ne=>{W===null||W.aborted||(W=i._req=null,i._readyState=Bi.CLOSING,i.emit("error",ne),i.emitClose())}),W.on("response",ne=>{let m=ne.headers.location,we=ne.statusCode;if(m&&E.followRedirects&&we>=300&&we<400){if(++i._redirects>E.maxRedirects){X1(i,W,"Maximum redirects exceeded");return}W.abort();let Se=new Ww(m,o);$A(i,Se,f,p)}else i.emit("unexpected-response",W,ne)||X1(i,W,`Unexpected server response: ${ne.statusCode}`)}),W.on("upgrade",(ne,m,we)=>{if(i.emit("upgrade",ne),i.readyState!==Bi.CONNECTING)return;W=i._req=null;let Se=yQ("sha1").update(C+EQ).digest("base64");if(ne.headers["sec-websocket-accept"]!==Se){X1(i,m,"Invalid Sec-WebSocket-Accept header");return}let he=ne.headers["sec-websocket-protocol"],ge=(f||"").split(/, */),ze;if(!f&&he?ze="Server sent a subprotocol but none was requested":f&&!he?ze="Server sent no subprotocol":he&&!ge.includes(he)&&(ze="Server sent an invalid subprotocol"),ze){X1(i,m,ze);return}if(he&&(i._protocol=he),q)try{let pe=CQ(ne.headers["sec-websocket-extensions"]);pe[vd.extensionName]&&(q.accept(pe[vd.extensionName]),i._extensions[vd.extensionName]=q)}catch(pe){X1(i,m,"Invalid Sec-WebSocket-Extensions header");return}i.setSocket(m,we,E.maxPayload)})}function FQ(i){return i.path=i.socketPath,XA.connect(i)}function bQ(i){return i.path=void 0,!i.servername&&i.servername!==""&&(i.servername=XA.isIP(i.host)?"":i.host),vQ.connect(i)}function X1(i,o,f){i._readyState=Bi.CLOSING;let p=new Error(f);Error.captureStackTrace(p,X1),o.setHeader?(o.abort(),o.socket&&!o.socket.destroyed&&o.socket.destroy(),o.once("abort",i.emitClose.bind(i)),i.emit("error",p)):(o.destroy(p),o.once("error",i.emit.bind(i,"error")),o.once("close",i.emitClose.bind(i)))}function Yw(i,o,f){if(o){let p=xQ(o).length;i._socket?i._sender._bufferedBytes+=p:i._bufferedAmount+=p}if(f){let p=new Error(`WebSocket is not open: readyState ${i.readyState} (${ZA[i.readyState]})`);f(p)}}function RQ(i,o){let f=this[Qs];f._socket.removeListener("data",x4),f._socket.resume(),f._closeFrameReceived=!0,f._closeMessage=o,f._closeCode=i,i===1005?f.close():f.close(i,o)}function OQ(){this[Qs]._socket.resume()}function kQ(i){let o=this[Qs];o._socket.removeListener("data",x4),o._readyState=Bi.CLOSING,o._closeCode=i[DQ],o.emit("error",i),o._socket.destroy()}function rR(){this[Qs].emitClose()}function MQ(i){this[Qs].emit("message",i)}function NQ(i){let o=this[Qs];o.pong(i,!o._isServer,JA),o.emit("ping",i)}function 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L=!1;i.once("error",function(C){L=!0,k(C)}),i.once("close",function(){L||k(t),process.nextTick(uR,E)}),i.terminate()},E._final=function(t){if(i.readyState===i.CONNECTING){i.once("open",function(){E._final(t)});return}i._socket!==null&&(i._socket._writableState.finished?(t(),E._readableState.endEmitted&&E.destroy()):(i._socket.once("finish",function(){t()}),i.close()))},E._read=function(){i.readyState===i.OPEN&&!f&&(f=!0,i._receiver._writableState.needDrain||i._socket.resume())},E._write=function(t,k,L){if(i.readyState===i.CONNECTING){i.once("open",function(){E._write(t,k,L)});return}i.send(t,L)},E.on("end",IQ),E.on("error",oR),E}iR.exports=BQ});var fR=ce((wre,sR)=>{"use strict";var UQ=require("events"),{createHash:jQ}=require("crypto"),{createServer:zQ,STATUS_CODES:Xw}=require("http"),rh=Tg(),qQ=Kw(),{format:HQ,parse:WQ}=Hw(),{GUID:VQ,kWebSocket:GQ}=th(),YQ=/^[+/0-9A-Za-z]{22}==$/,aR=class extends UQ{constructor(o,f){super();if(o=E0({maxPayload:100*1024*1024,perMessageDeflate:!1,handleProtocols:null,clientTracking:!0,verifyClient:null,noServer:!1,backlog:null,server:null,host:null,path:null,port:null},o),o.port==null&&!o.server&&!o.noServer)throw new TypeError('One of the "port", "server", or "noServer" options must be specified');if(o.port!=null?(this._server=zQ((p,E)=>{let t=Xw[426];E.writeHead(426,{"Content-Length":t.length,"Content-Type":"text/plain"}),E.end(t)}),this._server.listen(o.port,o.host,o.backlog,f)):o.server&&(this._server=o.server),this._server){let p=this.emit.bind(this,"connection");this._removeListeners=KQ(this._server,{listening:this.emit.bind(this,"listening"),error:this.emit.bind(this,"error"),upgrade:(E,t,k)=>{this.handleUpgrade(E,t,k,p)}})}o.perMessageDeflate===!0&&(o.perMessageDeflate={}),o.clientTracking&&(this.clients=new Set),this.options=o}address(){if(this.options.noServer)throw new Error('The server is operating in "noServer" mode');return this._server?this._server.address():null}close(o){if(o&&this.once("close",o),this.clients)for(let p of this.clients)p.terminate();let f=this._server;if(f&&(this._removeListeners(),this._removeListeners=this._server=null,this.options.port!=null)){f.close(()=>this.emit("close"));return}process.nextTick(XQ,this)}shouldHandle(o){if(this.options.path){let f=o.url.indexOf("?");if((f!==-1?o.url.slice(0,f):o.url)!==this.options.path)return!1}return!0}handleUpgrade(o,f,p,E){f.on("error",Qw);let t=o.headers["sec-websocket-key"]!==void 0?o.headers["sec-websocket-key"].trim():!1,k=+o.headers["sec-websocket-version"],L={};if(o.method!=="GET"||o.headers.upgrade.toLowerCase()!=="websocket"||!t||!YQ.test(t)||k!==8&&k!==13||!this.shouldHandle(o))return A4(f,400);if(this.options.perMessageDeflate){let N=new rh(this.options.perMessageDeflate,!0,this.options.maxPayload);try{let 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Reporters & Editors + */ +/** @license React v0.0.0-experimental-51a3aa6af + * react-debug-tools.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.0.0-experimental-51a3aa6af + * react-is.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.0.0-experimental-51a3aa6af + * react.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler-tracing.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler-tracing.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.18.0 + * scheduler.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.24.0 + * react-reconciler.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v0.24.0 + * react-reconciler.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v16.13.1 + * react.development.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +/** @license React v16.13.1 + * react.production.min.js + * + * Copyright (c) Meta Platforms and its affiliates. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +return plugin; +} +}; diff --git a/.yarn/plugins/@yarnpkg/plugin-workspace-tools.cjs 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t=this.options.loose?_2[V2.COMPARATORLOOSE]:_2[V2.COMPARATOR],i=e.match(t);if(!i)throw new TypeError(`Invalid comparator: ${e}`);this.operator=i[1]!==void 0?i[1]:"",this.operator==="="&&(this.operator=""),i[2]?this.semver=new X2(i[2],this.options.loose):this.semver=kp}toString(){return this.value}test(e){if(dS("Comparator.test",e,this.options.loose),this.semver===kp||e===kp)return!0;if(typeof e=="string")try{e=new X2(e,this.options)}catch(t){return!1}return pS(e,this.operator,this.semver,this.options)}intersects(e,t){if(!(e instanceof xp))throw new TypeError("a Comparator is required");if((!t||typeof t!="object")&&(t={loose:!!t,includePrerelease:!1}),this.operator==="")return this.value===""?!0:new Z2(e.value,t).test(this.value);if(e.operator==="")return e.value===""?!0:new Z2(this.value,t).test(e.semver);let i=(this.operator===">="||this.operator===">")&&(e.operator===">="||e.operator===">"),n=(this.operator==="<="||this.operator==="<")&&(e.operator==="<="||e.operator==="<"),s=this.semver.version===e.semver.version,o=(this.operator===">="||this.operator==="<=")&&(e.operator===">="||e.operator==="<="),a=pS(this.semver,"<",e.semver,t)&&(this.operator===">="||this.operator===">")&&(e.operator==="<="||e.operator==="<"),l=pS(this.semver,">",e.semver,t)&&(this.operator==="<="||this.operator==="<")&&(e.operator===">="||e.operator===">");return i||n||s&&o||a||l}};z2.exports=xp;var mme=yp(),{re:_2,t:V2}=Qc(),pS=uS(),dS=Ip(),X2=Hi(),Z2=Ss()});var Pp=w((e$e,$2)=>{var Eme=Ss(),Ime=(r,e,t)=>{try{e=new Eme(e,t)}catch(i){return!1}return e.test(r)};$2.exports=Ime});var tH=w((t$e,eH)=>{var yme=Ss(),wme=(r,e)=>new yme(r,e).set.map(t=>t.map(i=>i.value).join(" ").trim().split(" "));eH.exports=wme});var iH=w((r$e,rH)=>{var Bme=Hi(),bme=Ss(),Qme=(r,e,t)=>{let i=null,n=null,s=null;try{s=new 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t!==null&&t.index===0}else{if((0,Ne.isFunction)(e))return e(r,0,[],{});if((0,Ne.has)(e,"exec"))return e.exec(r,0,[],{});if(typeof e=="string")return e===r;throw Error("non exhaustive match")}}function fEe(r){var e=[".","\\","[","]","|","^","$","(",")","?","*","+","{"];return(0,Ne.find)(e,function(t){return r.source.indexOf(t)!==-1})===void 0}function bS(r){var e=r.ignoreCase?"i":"";return new RegExp("^(?:"+r.source+")",e)}Ze.addStartOfInput=bS;function QS(r){var e=r.ignoreCase?"iy":"y";return new RegExp(""+r.source,e)}Ze.addStickyFlag=QS;function hEe(r,e,t){var i=[];return(0,Ne.has)(r,Ze.DEFAULT_MODE)||i.push({message:"A MultiMode Lexer cannot be initialized without a <"+Ze.DEFAULT_MODE+`> property in its definition +`,type:Ar.LexerDefinitionErrorType.MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE}),(0,Ne.has)(r,Ze.MODES)||i.push({message:"A MultiMode Lexer cannot be initialized without a <"+Ze.MODES+`> property in its definition +`,type:Ar.LexerDefinitionErrorType.MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY}),(0,Ne.has)(r,Ze.MODES)&&(0,Ne.has)(r,Ze.DEFAULT_MODE)&&!(0,Ne.has)(r.modes,r.defaultMode)&&i.push({message:"A MultiMode Lexer cannot be initialized with a "+Ze.DEFAULT_MODE+": <"+r.defaultMode+`>which does not exist +`,type:Ar.LexerDefinitionErrorType.MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST}),(0,Ne.has)(r,Ze.MODES)&&(0,Ne.forEach)(r.modes,function(n,s){(0,Ne.forEach)(n,function(o,a){(0,Ne.isUndefined)(o)&&i.push({message:"A Lexer cannot be initialized using an undefined Token Type. Mode:"+("<"+s+"> at index: <"+a+`> +`),type:Ar.LexerDefinitionErrorType.LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED})})}),i}Ze.performRuntimeChecks=hEe;function pEe(r,e,t){var i=[],n=!1,s=(0,Ne.compact)((0,Ne.flatten)((0,Ne.mapValues)(r.modes,function(l){return l}))),o=(0,Ne.reject)(s,function(l){return l[Ko]===Ar.Lexer.NA}),a=HH(t);return e&&(0,Ne.forEach)(o,function(l){var c=KH(l,a);if(c!==!1){var u=ZH(l,c),g={message:u,type:c.issue,tokenType:l};i.push(g)}else(0,Ne.has)(l,"LINE_BREAKS")?l.LINE_BREAKS===!0&&(n=!0):(0,mg.canMatchCharCode)(a,l.PATTERN)&&(n=!0)}),e&&!n&&i.push({message:`Warning: No LINE_BREAKS Found. + This Lexer has been defined to track line and column information, + But none of the Token Types can be identified as matching a line terminator. + See https://chevrotain.io/docs/guide/resolving_lexer_errors.html#LINE_BREAKS + for details.`,type:Ar.LexerDefinitionErrorType.NO_LINE_BREAKS_FLAGS}),i}Ze.performWarningRuntimeChecks=pEe;function dEe(r){var e={},t=(0,Ne.keys)(r);return(0,Ne.forEach)(t,function(i){var n=r[i];if((0,Ne.isArray)(n))e[i]=[];else throw Error("non exhaustive match")}),e}Ze.cloneEmptyGroups=dEe;function SS(r){var e=r.PATTERN;if((0,Ne.isRegExp)(e))return!1;if((0,Ne.isFunction)(e))return!0;if((0,Ne.has)(e,"exec"))return!0;if((0,Ne.isString)(e))return!1;throw Error("non exhaustive match")}Ze.isCustomPattern=SS;function UH(r){return(0,Ne.isString)(r)&&r.length===1?r.charCodeAt(0):!1}Ze.isShortPattern=UH;Ze.LineTerminatorOptimizedTester={test:function(r){for(var e=r.length,t=this.lastIndex;t Token Type +`)+(" Root cause: "+e.errMsg+`. +`)+" For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#IDENTIFY_TERMINATOR";if(e.issue===Ar.LexerDefinitionErrorType.CUSTOM_LINE_BREAK)return`Warning: A Custom Token Pattern should specify the option. +`+(" The problem is in the <"+r.name+`> Token Type +`)+" For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#CUSTOM_LINE_BREAK";throw Error("non exhaustive match")}Ze.buildLineBreakIssueMessage=ZH;function HH(r){var e=(0,Ne.map)(r,function(t){return(0,Ne.isString)(t)&&t.length>0?t.charCodeAt(0):t});return e}function vS(r,e,t){r[e]===void 0?r[e]=[t]:r[e].push(t)}Ze.minOptimizationVal=256;var jI=[];function kS(r){return r255?255+~~(r/255):r}}});var Eg=w(Ft=>{"use strict";Object.defineProperty(Ft,"__esModule",{value:!0});Ft.isTokenType=Ft.hasExtendingTokensTypesMapProperty=Ft.hasExtendingTokensTypesProperty=Ft.hasCategoriesProperty=Ft.hasShortKeyProperty=Ft.singleAssignCategoriesToksMap=Ft.assignCategoriesMapProp=Ft.assignCategoriesTokensProp=Ft.assignTokenDefaultProps=Ft.expandCategories=Ft.augmentTokenTypes=Ft.tokenIdxToClass=Ft.tokenShortNameIdx=Ft.tokenStructuredMatcherNoCategories=Ft.tokenStructuredMatcher=void 0;var ii=Yt();function CEe(r,e){var t=r.tokenTypeIdx;return t===e.tokenTypeIdx?!0:e.isParent===!0&&e.categoryMatchesMap[t]===!0}Ft.tokenStructuredMatcher=CEe;function mEe(r,e){return r.tokenTypeIdx===e.tokenTypeIdx}Ft.tokenStructuredMatcherNoCategories=mEe;Ft.tokenShortNameIdx=1;Ft.tokenIdxToClass={};function EEe(r){var e=$H(r);ej(e),rj(e),tj(e),(0,ii.forEach)(e,function(t){t.isParent=t.categoryMatches.length>0})}Ft.augmentTokenTypes=EEe;function $H(r){for(var e=(0,ii.cloneArr)(r),t=r,i=!0;i;){t=(0,ii.compact)((0,ii.flatten)((0,ii.map)(t,function(s){return s.CATEGORIES})));var n=(0,ii.difference)(t,e);e=e.concat(n),(0,ii.isEmpty)(n)?i=!1:t=n}return e}Ft.expandCategories=$H;function ej(r){(0,ii.forEach)(r,function(e){ij(e)||(Ft.tokenIdxToClass[Ft.tokenShortNameIdx]=e,e.tokenTypeIdx=Ft.tokenShortNameIdx++),xS(e)&&!(0,ii.isArray)(e.CATEGORIES)&&(e.CATEGORIES=[e.CATEGORIES]),xS(e)||(e.CATEGORIES=[]),nj(e)||(e.categoryMatches=[]),sj(e)||(e.categoryMatchesMap={})})}Ft.assignTokenDefaultProps=ej;function tj(r){(0,ii.forEach)(r,function(e){e.categoryMatches=[],(0,ii.forEach)(e.categoryMatchesMap,function(t,i){e.categoryMatches.push(Ft.tokenIdxToClass[i].tokenTypeIdx)})})}Ft.assignCategoriesTokensProp=tj;function rj(r){(0,ii.forEach)(r,function(e){PS([],e)})}Ft.assignCategoriesMapProp=rj;function PS(r,e){(0,ii.forEach)(r,function(t){e.categoryMatchesMap[t.tokenTypeIdx]=!0}),(0,ii.forEach)(e.CATEGORIES,function(t){var i=r.concat(e);(0,ii.contains)(i,t)||PS(i,t)})}Ft.singleAssignCategoriesToksMap=PS;function ij(r){return(0,ii.has)(r,"tokenTypeIdx")}Ft.hasShortKeyProperty=ij;function xS(r){return(0,ii.has)(r,"CATEGORIES")}Ft.hasCategoriesProperty=xS;function nj(r){return(0,ii.has)(r,"categoryMatches")}Ft.hasExtendingTokensTypesProperty=nj;function sj(r){return(0,ii.has)(r,"categoryMatchesMap")}Ft.hasExtendingTokensTypesMapProperty=sj;function IEe(r){return(0,ii.has)(r,"tokenTypeIdx")}Ft.isTokenType=IEe});var DS=w(GI=>{"use strict";Object.defineProperty(GI,"__esModule",{value:!0});GI.defaultLexerErrorProvider=void 0;GI.defaultLexerErrorProvider={buildUnableToPopLexerModeMessage:function(r){return"Unable to pop Lexer Mode after encountering Token ->"+r.image+"<- The Mode Stack is empty"},buildUnexpectedCharactersMessage:function(r,e,t,i,n){return"unexpected character: ->"+r.charAt(e)+"<- at offset: "+e+","+(" skipped "+t+" characters.")}}});var Rp=w(Pc=>{"use strict";Object.defineProperty(Pc,"__esModule",{value:!0});Pc.Lexer=Pc.LexerDefinitionErrorType=void 0;var lo=wS(),lr=Yt(),yEe=Eg(),wEe=DS(),BEe=UI(),bEe;(function(r){r[r.MISSING_PATTERN=0]="MISSING_PATTERN",r[r.INVALID_PATTERN=1]="INVALID_PATTERN",r[r.EOI_ANCHOR_FOUND=2]="EOI_ANCHOR_FOUND",r[r.UNSUPPORTED_FLAGS_FOUND=3]="UNSUPPORTED_FLAGS_FOUND",r[r.DUPLICATE_PATTERNS_FOUND=4]="DUPLICATE_PATTERNS_FOUND",r[r.INVALID_GROUP_TYPE_FOUND=5]="INVALID_GROUP_TYPE_FOUND",r[r.PUSH_MODE_DOES_NOT_EXIST=6]="PUSH_MODE_DOES_NOT_EXIST",r[r.MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE=7]="MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE",r[r.MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY=8]="MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY",r[r.MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST=9]="MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST",r[r.LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED=10]="LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED",r[r.SOI_ANCHOR_FOUND=11]="SOI_ANCHOR_FOUND",r[r.EMPTY_MATCH_PATTERN=12]="EMPTY_MATCH_PATTERN",r[r.NO_LINE_BREAKS_FLAGS=13]="NO_LINE_BREAKS_FLAGS",r[r.UNREACHABLE_PATTERN=14]="UNREACHABLE_PATTERN",r[r.IDENTIFY_TERMINATOR=15]="IDENTIFY_TERMINATOR",r[r.CUSTOM_LINE_BREAK=16]="CUSTOM_LINE_BREAK"})(bEe=Pc.LexerDefinitionErrorType||(Pc.LexerDefinitionErrorType={}));var Fp={deferDefinitionErrorsHandling:!1,positionTracking:"full",lineTerminatorsPattern:/\n|\r\n?/g,lineTerminatorCharacters:[` +`,"\r"],ensureOptimizations:!1,safeMode:!1,errorMessageProvider:wEe.defaultLexerErrorProvider,traceInitPerf:!1,skipValidations:!1};Object.freeze(Fp);var QEe=function(){function r(e,t){var i=this;if(t===void 0&&(t=Fp),this.lexerDefinition=e,this.lexerDefinitionErrors=[],this.lexerDefinitionWarning=[],this.patternIdxToConfig={},this.charCodeToPatternIdxToConfig={},this.modes=[],this.emptyGroups={},this.config=void 0,this.trackStartLines=!0,this.trackEndLines=!0,this.hasCustom=!1,this.canModeBeOptimized={},typeof t=="boolean")throw Error(`The second argument to the Lexer constructor is now an ILexerConfig Object. +a boolean 2nd argument is no longer supported`);this.config=(0,lr.merge)(Fp,t);var n=this.config.traceInitPerf;n===!0?(this.traceInitMaxIdent=Infinity,this.traceInitPerf=!0):typeof n=="number"&&(this.traceInitMaxIdent=n,this.traceInitPerf=!0),this.traceInitIndent=-1,this.TRACE_INIT("Lexer Constructor",function(){var s,o=!0;i.TRACE_INIT("Lexer Config handling",function(){if(i.config.lineTerminatorsPattern===Fp.lineTerminatorsPattern)i.config.lineTerminatorsPattern=lo.LineTerminatorOptimizedTester;else if(i.config.lineTerminatorCharacters===Fp.lineTerminatorCharacters)throw Error(`Error: Missing property on the Lexer config. + For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#MISSING_LINE_TERM_CHARS`);if(t.safeMode&&t.ensureOptimizations)throw Error('"safeMode" and "ensureOptimizations" flags are mutually exclusive.');i.trackStartLines=/full|onlyStart/i.test(i.config.positionTracking),i.trackEndLines=/full/i.test(i.config.positionTracking),(0,lr.isArray)(e)?(s={modes:{}},s.modes[lo.DEFAULT_MODE]=(0,lr.cloneArr)(e),s[lo.DEFAULT_MODE]=lo.DEFAULT_MODE):(o=!1,s=(0,lr.cloneObj)(e))}),i.config.skipValidations===!1&&(i.TRACE_INIT("performRuntimeChecks",function(){i.lexerDefinitionErrors=i.lexerDefinitionErrors.concat((0,lo.performRuntimeChecks)(s,i.trackStartLines,i.config.lineTerminatorCharacters))}),i.TRACE_INIT("performWarningRuntimeChecks",function(){i.lexerDefinitionWarning=i.lexerDefinitionWarning.concat((0,lo.performWarningRuntimeChecks)(s,i.trackStartLines,i.config.lineTerminatorCharacters))})),s.modes=s.modes?s.modes:{},(0,lr.forEach)(s.modes,function(u,g){s.modes[g]=(0,lr.reject)(u,function(f){return(0,lr.isUndefined)(f)})});var a=(0,lr.keys)(s.modes);if((0,lr.forEach)(s.modes,function(u,g){i.TRACE_INIT("Mode: <"+g+"> processing",function(){if(i.modes.push(g),i.config.skipValidations===!1&&i.TRACE_INIT("validatePatterns",function(){i.lexerDefinitionErrors=i.lexerDefinitionErrors.concat((0,lo.validatePatterns)(u,a))}),(0,lr.isEmpty)(i.lexerDefinitionErrors)){(0,yEe.augmentTokenTypes)(u);var f;i.TRACE_INIT("analyzeTokenTypes",function(){f=(0,lo.analyzeTokenTypes)(u,{lineTerminatorCharacters:i.config.lineTerminatorCharacters,positionTracking:t.positionTracking,ensureOptimizations:t.ensureOptimizations,safeMode:t.safeMode,tracer:i.TRACE_INIT.bind(i)})}),i.patternIdxToConfig[g]=f.patternIdxToConfig,i.charCodeToPatternIdxToConfig[g]=f.charCodeToPatternIdxToConfig,i.emptyGroups=(0,lr.merge)(i.emptyGroups,f.emptyGroups),i.hasCustom=f.hasCustom||i.hasCustom,i.canModeBeOptimized[g]=f.canBeOptimized}})}),i.defaultMode=s.defaultMode,!(0,lr.isEmpty)(i.lexerDefinitionErrors)&&!i.config.deferDefinitionErrorsHandling){var l=(0,lr.map)(i.lexerDefinitionErrors,function(u){return u.message}),c=l.join(`----------------------- +`);throw new Error(`Errors detected in definition of Lexer: +`+c)}(0,lr.forEach)(i.lexerDefinitionWarning,function(u){(0,lr.PRINT_WARNING)(u.message)}),i.TRACE_INIT("Choosing sub-methods implementations",function(){if(lo.SUPPORT_STICKY?(i.chopInput=lr.IDENTITY,i.match=i.matchWithTest):(i.updateLastIndex=lr.NOOP,i.match=i.matchWithExec),o&&(i.handleModes=lr.NOOP),i.trackStartLines===!1&&(i.computeNewColumn=lr.IDENTITY),i.trackEndLines===!1&&(i.updateTokenEndLineColumnLocation=lr.NOOP),/full/i.test(i.config.positionTracking))i.createTokenInstance=i.createFullToken;else if(/onlyStart/i.test(i.config.positionTracking))i.createTokenInstance=i.createStartOnlyToken;else if(/onlyOffset/i.test(i.config.positionTracking))i.createTokenInstance=i.createOffsetOnlyToken;else throw Error('Invalid config option: "'+i.config.positionTracking+'"');i.hasCustom?(i.addToken=i.addTokenUsingPush,i.handlePayload=i.handlePayloadWithCustom):(i.addToken=i.addTokenUsingMemberAccess,i.handlePayload=i.handlePayloadNoCustom)}),i.TRACE_INIT("Failed Optimization Warnings",function(){var u=(0,lr.reduce)(i.canModeBeOptimized,function(g,f,h){return f===!1&&g.push(h),g},[]);if(t.ensureOptimizations&&!(0,lr.isEmpty)(u))throw Error("Lexer Modes: < "+u.join(", ")+` > cannot be optimized. + Disable the "ensureOptimizations" lexer config flag to silently ignore this and run the lexer in an un-optimized mode. + Or inspect the console log for details on how to resolve these issues.`)}),i.TRACE_INIT("clearRegExpParserCache",function(){(0,BEe.clearRegExpParserCache)()}),i.TRACE_INIT("toFastProperties",function(){(0,lr.toFastProperties)(i)})})}return r.prototype.tokenize=function(e,t){if(t===void 0&&(t=this.defaultMode),!(0,lr.isEmpty)(this.lexerDefinitionErrors)){var i=(0,lr.map)(this.lexerDefinitionErrors,function(o){return o.message}),n=i.join(`----------------------- +`);throw new Error(`Unable to Tokenize because Errors detected in definition of Lexer: +`+n)}var s=this.tokenizeInternal(e,t);return s},r.prototype.tokenizeInternal=function(e,t){var i=this,n,s,o,a,l,c,u,g,f,h,p,m,y,b,v,k,T=e,Y=T.length,q=0,$=0,z=this.hasCustom?0:Math.floor(e.length/10),ne=new Array(z),ee=[],A=this.trackStartLines?1:void 0,oe=this.trackStartLines?1:void 0,ce=(0,lo.cloneEmptyGroups)(this.emptyGroups),Z=this.trackStartLines,O=this.config.lineTerminatorsPattern,L=0,de=[],Be=[],Ge=[],re=[];Object.freeze(re);var se=void 0;function be(){return de}function he(Sr){var Gn=(0,lo.charCodeToOptimizedIndex)(Sr),fs=Be[Gn];return fs===void 0?re:fs}var Fe=function(Sr){if(Ge.length===1&&Sr.tokenType.PUSH_MODE===void 0){var Gn=i.config.errorMessageProvider.buildUnableToPopLexerModeMessage(Sr);ee.push({offset:Sr.startOffset,line:Sr.startLine!==void 0?Sr.startLine:void 0,column:Sr.startColumn!==void 0?Sr.startColumn:void 0,length:Sr.image.length,message:Gn})}else{Ge.pop();var fs=(0,lr.last)(Ge);de=i.patternIdxToConfig[fs],Be=i.charCodeToPatternIdxToConfig[fs],L=de.length;var Qa=i.canModeBeOptimized[fs]&&i.config.safeMode===!1;Be&&Qa?se=he:se=be}};function Ue(Sr){Ge.push(Sr),Be=this.charCodeToPatternIdxToConfig[Sr],de=this.patternIdxToConfig[Sr],L=de.length,L=de.length;var Gn=this.canModeBeOptimized[Sr]&&this.config.safeMode===!1;Be&&Gn?se=he:se=be}Ue.call(this,t);for(var xe;qc.length){c=a,u=g,xe=gt;break}}}break}}if(c!==null){if(f=c.length,h=xe.group,h!==void 0&&(p=xe.tokenTypeIdx,m=this.createTokenInstance(c,q,p,xe.tokenType,A,oe,f),this.handlePayload(m,u),h===!1?$=this.addToken(ne,$,m):ce[h].push(m)),e=this.chopInput(e,f),q=q+f,oe=this.computeNewColumn(oe,f),Z===!0&&xe.canLineTerminator===!0){var Mt=0,Ei=void 0,jt=void 0;O.lastIndex=0;do Ei=O.test(c),Ei===!0&&(jt=O.lastIndex-1,Mt++);while(Ei===!0);Mt!==0&&(A=A+Mt,oe=f-jt,this.updateTokenEndLineColumnLocation(m,h,jt,Mt,A,oe,f))}this.handleModes(xe,Fe,Ue,m)}else{for(var Qr=q,Oi=A,$s=oe,Hn=!1;!Hn&&q <"+e+">");var n=(0,lr.timer)(t),s=n.time,o=n.value,a=s>10?console.warn:console.log;return this.traceInitIndent time: "+s+"ms"),this.traceInitIndent--,o}else return t()},r.SKIPPED="This marks a skipped Token pattern, this means each token identified by it willbe consumed and then thrown into oblivion, this can be used to for example to completely ignore whitespace.",r.NA=/NOT_APPLICABLE/,r}();Pc.Lexer=QEe});var ZA=w(Pi=>{"use strict";Object.defineProperty(Pi,"__esModule",{value:!0});Pi.tokenMatcher=Pi.createTokenInstance=Pi.EOF=Pi.createToken=Pi.hasTokenLabel=Pi.tokenName=Pi.tokenLabel=void 0;var co=Yt(),SEe=Rp(),RS=Eg();function vEe(r){return oj(r)?r.LABEL:r.name}Pi.tokenLabel=vEe;function kEe(r){return r.name}Pi.tokenName=kEe;function oj(r){return(0,co.isString)(r.LABEL)&&r.LABEL!==""}Pi.hasTokenLabel=oj;var xEe="parent",aj="categories",Aj="label",lj="group",cj="push_mode",uj="pop_mode",gj="longer_alt",fj="line_breaks",hj="start_chars_hint";function pj(r){return PEe(r)}Pi.createToken=pj;function PEe(r){var e=r.pattern,t={};if(t.name=r.name,(0,co.isUndefined)(e)||(t.PATTERN=e),(0,co.has)(r,xEe))throw`The parent property is no longer supported. +See: https://github.com/chevrotain/chevrotain/issues/564#issuecomment-349062346 for details.`;return(0,co.has)(r,aj)&&(t.CATEGORIES=r[aj]),(0,RS.augmentTokenTypes)([t]),(0,co.has)(r,Aj)&&(t.LABEL=r[Aj]),(0,co.has)(r,lj)&&(t.GROUP=r[lj]),(0,co.has)(r,uj)&&(t.POP_MODE=r[uj]),(0,co.has)(r,cj)&&(t.PUSH_MODE=r[cj]),(0,co.has)(r,gj)&&(t.LONGER_ALT=r[gj]),(0,co.has)(r,fj)&&(t.LINE_BREAKS=r[fj]),(0,co.has)(r,hj)&&(t.START_CHARS_HINT=r[hj]),t}Pi.EOF=pj({name:"EOF",pattern:SEe.Lexer.NA});(0,RS.augmentTokenTypes)([Pi.EOF]);function 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The grammar path that causes this is: + `+i+` +`)+` To fix this refactor your grammar to remove the left recursion. +see: https://en.wikipedia.org/wiki/LL_parser#Left_Factoring.`;return n},buildInvalidRuleNameError:function(r){return"deprecated"},buildDuplicateRuleNameError:function(r){var e;r.topLevelRule instanceof MS.Rule?e=r.topLevelRule.name:e=r.topLevelRule;var t="Duplicate definition, rule: ->"+e+"<- is already defined in the grammar: ->"+r.grammarName+"<-";return t}}});var Uj=w($A=>{"use strict";var VEe=$A&&$A.__extends||function(){var r=function(e,t){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(i,n){i.__proto__=n}||function(i,n){for(var s in n)Object.prototype.hasOwnProperty.call(n,s)&&(i[s]=n[s])},r(e,t)};return function(e,t){if(typeof t!="function"&&t!==null)throw new TypeError("Class extends value "+String(t)+" is not a constructor or null");r(e,t);function i(){this.constructor=e}e.prototype=t===null?Object.create(t):(i.prototype=t.prototype,new 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NIe.MismatchedTokenException(p,u,s.LA(0));m.resyncedTokens=(0,xs.dropRight)(l),s.SAVE_ERROR(m)};!c;)if(this.tokenMatcher(g,n)){f();return}else if(i.call(this)){f(),e.apply(this,t);return}else this.tokenMatcher(g,o)?c=!0:(g=this.SKIP_TOKEN(),this.addToResyncTokens(g,l));this.importLexerState(a)},r.prototype.shouldInRepetitionRecoveryBeTried=function(e,t,i){return!(i===!1||e===void 0||t===void 0||this.tokenMatcher(this.LA(1),e)||this.isBackTracking()||this.canPerformInRuleRecovery(e,this.getFollowsForInRuleRecovery(e,t)))},r.prototype.getFollowsForInRuleRecovery=function(e,t){var i=this.getCurrentGrammarPath(e,t),n=this.getNextPossibleTokenTypes(i);return n},r.prototype.tryInRuleRecovery=function(e,t){if(this.canRecoverWithSingleTokenInsertion(e,t)){var i=this.getTokenToInsert(e);return i}if(this.canRecoverWithSingleTokenDeletion(e)){var n=this.SKIP_TOKEN();return this.consumeToken(),n}throw new _S("sad sad panda")},r.prototype.canPerformInRuleRecovery=function(e,t){return this.canRecoverWithSingleTokenInsertion(e,t)||this.canRecoverWithSingleTokenDeletion(e)},r.prototype.canRecoverWithSingleTokenInsertion=function(e,t){var i=this;if(!this.canTokenTypeBeInsertedInRecovery(e)||(0,xs.isEmpty)(t))return!1;var n=this.LA(1),s=(0,xs.find)(t,function(o){return i.tokenMatcher(n,o)})!==void 0;return s},r.prototype.canRecoverWithSingleTokenDeletion=function(e){var t=this.tokenMatcher(this.LA(2),e);return t},r.prototype.isInCurrentRuleReSyncSet=function(e){var t=this.getCurrFollowKey(),i=this.getFollowSetFromFollowKey(t);return(0,xs.contains)(i,e)},r.prototype.findReSyncTokenType=function(){for(var e=this.flattenFollowSet(),t=this.LA(1),i=2;;){var n=t.tokenType;if((0,xs.contains)(e,n))return n;t=this.LA(i),i++}},r.prototype.getCurrFollowKey=function(){if(this.RULE_STACK.length===1)return Yi.EOF_FOLLOW_KEY;var e=this.getLastExplicitRuleShortName(),t=this.getLastExplicitRuleOccurrenceIndex(),i=this.getPreviousExplicitRuleShortName();return{ruleName:this.shortRuleNameToFullName(e),idxInCallingRule:t,inRule:this.shortRuleNameToFullName(i)}},r.prototype.buildFullFollowKeyStack=function(){var e=this,t=this.RULE_STACK,i=this.RULE_OCCURRENCE_STACK;return(0,xs.map)(t,function(n,s){return s===0?Yi.EOF_FOLLOW_KEY:{ruleName:e.shortRuleNameToFullName(n),idxInCallingRule:i[s],inRule:e.shortRuleNameToFullName(t[s-1])}})},r.prototype.flattenFollowSet=function(){var e=this,t=(0,xs.map)(this.buildFullFollowKeyStack(),function(i){return e.getFollowSetFromFollowKey(i)});return(0,xs.flatten)(t)},r.prototype.getFollowSetFromFollowKey=function(e){if(e===Yi.EOF_FOLLOW_KEY)return[ey.EOF];var t=e.ruleName+e.idxInCallingRule+LIe.IN+e.inRule;return this.resyncFollows[t]},r.prototype.addToResyncTokens=function(e,t){return this.tokenMatcher(e,ey.EOF)||t.push(e),t},r.prototype.reSyncTo=function(e){for(var t=[],i=this.LA(1);this.tokenMatcher(i,e)===!1;)i=this.SKIP_TOKEN(),this.addToResyncTokens(i,t);return(0,xs.dropRight)(t)},r.prototype.attemptInRepetitionRecovery=function(e,t,i,n,s,o,a){},r.prototype.getCurrentGrammarPath=function(e,t){var i=this.getHumanReadableRuleStack(),n=(0,xs.cloneArr)(this.RULE_OCCURRENCE_STACK),s={ruleStack:i,occurrenceStack:n,lastTok:e,lastTokOccurrence:t};return s},r.prototype.getHumanReadableRuleStack=function(){var e=this;return(0,xs.map)(this.RULE_STACK,function(t){return e.shortRuleNameToFullName(t)})},r}();Yi.Recoverable=OIe;function fG(r,e,t,i,n,s,o){var a=this.getKeyForAutomaticLookahead(i,n),l=this.firstAfterRepMap[a];if(l===void 0){var c=this.getCurrRuleFullName(),u=this.getGAstProductions()[c],g=new s(u,n);l=g.startWalking(),this.firstAfterRepMap[a]=l}var f=l.token,h=l.occurrence,p=l.isEndOfRule;this.RULE_STACK.length===1&&p&&f===void 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a=this;this.TRACE_INIT(""+o+(t===0?"":t),function(){var l=(0,Ja.buildLookaheadFuncForOptionalProd)(t,e,s||a.maxLookahead,a.dynamicTokensEnabled,n,a.lookAheadBuilderForOptional),c=(0,Wa.getKeyForAutomaticLookahead)(a.fullRuleNameToShort[e.name],i,t);a.setLaFuncCache(c,l)})},r.prototype.lookAheadBuilderForOptional=function(e,t,i){return(0,Ja.buildSingleAlternativeLookaheadFunction)(e,t,i)},r.prototype.lookAheadBuilderForAlternatives=function(e,t,i,n){return(0,Ja.buildAlternativesLookAheadFunc)(e,t,i,n)},r.prototype.getKeyForAutomaticLookahead=function(e,t){var i=this.getLastExplicitRuleShortName();return(0,Wa.getKeyForAutomaticLookahead)(i,e,t)},r.prototype.getLaFuncFromCache=function(e){},r.prototype.getLaFuncFromMap=function(e){return this.lookAheadFuncsCache.get(e)},r.prototype.getLaFuncFromObj=function(e){return this.lookAheadFuncsCache[e]},r.prototype.setLaFuncCache=function(e,t){},r.prototype.setLaFuncCacheUsingMap=function(e,t){this.lookAheadFuncsCache.set(e,t)},r.prototype.setLaFuncUsingObj=function(e,t){this.lookAheadFuncsCache[e]=t},r}();ry.LooksAhead=UIe});var dG=w(qo=>{"use strict";Object.defineProperty(qo,"__esModule",{value:!0});qo.addNoneTerminalToCst=qo.addTerminalToCst=qo.setNodeLocationFull=qo.setNodeLocationOnlyOffset=void 0;function KIe(r,e){isNaN(r.startOffset)===!0?(r.startOffset=e.startOffset,r.endOffset=e.endOffset):r.endOffset{"use strict";Object.defineProperty(tl,"__esModule",{value:!0});tl.defineNameProp=tl.functionName=tl.classNameFromInstance=void 0;var YIe=Yt();function qIe(r){return CG(r.constructor)}tl.classNameFromInstance=qIe;var mG="name";function CG(r){var e=r.name;return e||"anonymous"}tl.functionName=CG;function JIe(r,e){var t=Object.getOwnPropertyDescriptor(r,mG);return(0,YIe.isUndefined)(t)||t.configurable?(Object.defineProperty(r,mG,{enumerable:!1,configurable:!0,writable:!1,value:e}),!0):!1}tl.defineNameProp=JIe});var BG=w(Di=>{"use strict";Object.defineProperty(Di,"__esModule",{value:!0});Di.validateRedundantMethods=Di.validateMissingCstMethods=Di.validateVisitor=Di.CstVisitorDefinitionError=Di.createBaseVisitorConstructorWithDefaults=Di.createBaseSemanticVisitorConstructor=Di.defaultVisit=void 0;var Ps=Yt(),Gp=XS();function EG(r,e){for(var t=(0,Ps.keys)(r),i=t.length,n=0;n: + `+(""+s.join(` + +`).replace(/\n/g,` + `)))}}};return t.prototype=i,t.prototype.constructor=t,t._RULE_NAMES=e,t}Di.createBaseSemanticVisitorConstructor=WIe;function zIe(r,e,t){var i=function(){};(0,Gp.defineNameProp)(i,r+"BaseSemanticsWithDefaults");var n=Object.create(t.prototype);return(0,Ps.forEach)(e,function(s){n[s]=EG}),i.prototype=n,i.prototype.constructor=i,i}Di.createBaseVisitorConstructorWithDefaults=zIe;var ZS;(function(r){r[r.REDUNDANT_METHOD=0]="REDUNDANT_METHOD",r[r.MISSING_METHOD=1]="MISSING_METHOD"})(ZS=Di.CstVisitorDefinitionError||(Di.CstVisitorDefinitionError={}));function IG(r,e){var t=yG(r,e),i=wG(r,e);return t.concat(i)}Di.validateVisitor=IG;function yG(r,e){var t=(0,Ps.map)(e,function(i){if(!(0,Ps.isFunction)(r[i]))return{msg:"Missing visitor method: <"+i+"> on "+(0,Gp.functionName)(r.constructor)+" CST Visitor.",type:ZS.MISSING_METHOD,methodName:i}});return(0,Ps.compact)(t)}Di.validateMissingCstMethods=yG;var _Ie=["constructor","visit","validateVisitor"];function wG(r,e){var t=[];for(var i in r)(0,Ps.isFunction)(r[i])&&!(0,Ps.contains)(_Ie,i)&&!(0,Ps.contains)(e,i)&&t.push({msg:"Redundant visitor method: <"+i+"> on "+(0,Gp.functionName)(r.constructor)+` CST Visitor +There is no Grammar Rule corresponding to this method's name. +`,type:ZS.REDUNDANT_METHOD,methodName:i});return t}Di.validateRedundantMethods=wG});var QG=w(iy=>{"use 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if(/full/i.test(this.nodeLocationTracking))this.recoveryEnabled?(this.setNodeLocationFromToken=Qg.setNodeLocationFull,this.setNodeLocationFromNode=Qg.setNodeLocationFull,this.cstPostRule=ni.NOOP,this.setInitialNodeLocation=this.setInitialNodeLocationFullRecovery):(this.setNodeLocationFromToken=ni.NOOP,this.setNodeLocationFromNode=ni.NOOP,this.cstPostRule=this.cstPostRuleFull,this.setInitialNodeLocation=this.setInitialNodeLocationFullRegular);else if(/onlyOffset/i.test(this.nodeLocationTracking))this.recoveryEnabled?(this.setNodeLocationFromToken=Qg.setNodeLocationOnlyOffset,this.setNodeLocationFromNode=Qg.setNodeLocationOnlyOffset,this.cstPostRule=ni.NOOP,this.setInitialNodeLocation=this.setInitialNodeLocationOnlyOffsetRecovery):(this.setNodeLocationFromToken=ni.NOOP,this.setNodeLocationFromNode=ni.NOOP,this.cstPostRule=this.cstPostRuleOnlyOffset,this.setInitialNodeLocation=this.setInitialNodeLocationOnlyOffsetRegular);else if(/none/i.test(this.nodeLocationTracking))this.setNodeLocationFromToken=ni.NOOP,this.setNodeLocationFromNode=ni.NOOP,this.cstPostRule=ni.NOOP,this.setInitialNodeLocation=ni.NOOP;else throw Error('Invalid config option: "'+e.nodeLocationTracking+'"')},r.prototype.setInitialNodeLocationOnlyOffsetRecovery=function(e){e.location={startOffset:NaN,endOffset:NaN}},r.prototype.setInitialNodeLocationOnlyOffsetRegular=function(e){e.location={startOffset:this.LA(1).startOffset,endOffset:NaN}},r.prototype.setInitialNodeLocationFullRecovery=function(e){e.location={startOffset:NaN,startLine:NaN,startColumn:NaN,endOffset:NaN,endLine:NaN,endColumn:NaN}},r.prototype.setInitialNodeLocationFullRegular=function(e){var t=this.LA(1);e.location={startOffset:t.startOffset,startLine:t.startLine,startColumn:t.startColumn,endOffset:NaN,endLine:NaN,endColumn:NaN}},r.prototype.cstInvocationStateUpdate=function(e,t){var i={name:e,children:{}};this.setInitialNodeLocation(i),this.CST_STACK.push(i)},r.prototype.cstFinallyStateUpdate=function(){this.CST_STACK.pop()},r.prototype.cstPostRuleFull=function(e){var t=this.LA(0),i=e.location;i.startOffset<=t.startOffset?(i.endOffset=t.endOffset,i.endLine=t.endLine,i.endColumn=t.endColumn):(i.startOffset=NaN,i.startLine=NaN,i.startColumn=NaN)},r.prototype.cstPostRuleOnlyOffset=function(e){var t=this.LA(0),i=e.location;i.startOffset<=t.startOffset?i.endOffset=t.endOffset:i.startOffset=NaN},r.prototype.cstPostTerminal=function(e,t){var i=this.CST_STACK[this.CST_STACK.length-1];(0,Qg.addTerminalToCst)(i,t,e),this.setNodeLocationFromToken(i.location,t)},r.prototype.cstPostNonTerminal=function(e,t){var i=this.CST_STACK[this.CST_STACK.length-1];(0,Qg.addNoneTerminalToCst)(i,t,e),this.setNodeLocationFromNode(i.location,e.location)},r.prototype.getBaseCstVisitorConstructor=function(){if((0,ni.isUndefined)(this.baseCstVisitorConstructor)){var e=(0,bG.createBaseSemanticVisitorConstructor)(this.className,(0,ni.keys)(this.gastProductionsCache));return this.baseCstVisitorConstructor=e,e}return this.baseCstVisitorConstructor},r.prototype.getBaseCstVisitorConstructorWithDefaults=function(){if((0,ni.isUndefined)(this.baseCstVisitorWithDefaultsConstructor)){var e=(0,bG.createBaseVisitorConstructorWithDefaults)(this.className,(0,ni.keys)(this.gastProductionsCache),this.getBaseCstVisitorConstructor());return this.baseCstVisitorWithDefaultsConstructor=e,e}return this.baseCstVisitorWithDefaultsConstructor},r.prototype.getLastExplicitRuleShortName=function(){var e=this.RULE_STACK;return e[e.length-1]},r.prototype.getPreviousExplicitRuleShortName=function(){var e=this.RULE_STACK;return e[e.length-2]},r.prototype.getLastExplicitRuleOccurrenceIndex=function(){var e=this.RULE_OCCURRENCE_STACK;return e[e.length-1]},r}();iy.TreeBuilder=XIe});var vG=w(ny=>{"use strict";Object.defineProperty(ny,"__esModule",{value:!0});ny.LexerAdapter=void 0;var SG=es(),ZIe=function(){function r(){}return r.prototype.initLexerAdapter=function(){this.tokVector=[],this.tokVectorLength=0,this.currIdx=-1},Object.defineProperty(r.prototype,"input",{get:function(){return this.tokVector},set:function(e){if(this.selfAnalysisDone!==!0)throw Error("Missing invocation at the end of the Parser's constructor.");this.reset(),this.tokVector=e,this.tokVectorLength=e.length},enumerable:!1,configurable:!0}),r.prototype.SKIP_TOKEN=function(){return this.currIdx<=this.tokVector.length-2?(this.consumeToken(),this.LA(1)):SG.END_OF_FILE},r.prototype.LA=function(e){var t=this.currIdx+e;return t<0||this.tokVectorLength<=t?SG.END_OF_FILE:this.tokVector[t]},r.prototype.consumeToken=function(){this.currIdx++},r.prototype.exportLexerState=function(){return this.currIdx},r.prototype.importLexerState=function(e){this.currIdx=e},r.prototype.resetLexerState=function(){this.currIdx=-1},r.prototype.moveToTerminatedState=function(){this.currIdx=this.tokVector.length-1},r.prototype.getLexerPosition=function(){return this.exportLexerState()},r}();ny.LexerAdapter=ZIe});var xG=w(sy=>{"use strict";Object.defineProperty(sy,"__esModule",{value:!0});sy.RecognizerApi=void 0;var kG=Yt(),$Ie=bg(),$S=es(),eye=Op(),tye=WS(),rye=bn(),iye=function(){function r(){}return r.prototype.ACTION=function(e){return e.call(this)},r.prototype.consume=function(e,t,i){return this.consumeInternal(t,e,i)},r.prototype.subrule=function(e,t,i){return this.subruleInternal(t,e,i)},r.prototype.option=function(e,t){return this.optionInternal(t,e)},r.prototype.or=function(e,t){return this.orInternal(t,e)},r.prototype.many=function(e,t){return this.manyInternal(e,t)},r.prototype.atLeastOne=function(e,t){return this.atLeastOneInternal(e,t)},r.prototype.CONSUME=function(e,t){return this.consumeInternal(e,0,t)},r.prototype.CONSUME1=function(e,t){return this.consumeInternal(e,1,t)},r.prototype.CONSUME2=function(e,t){return this.consumeInternal(e,2,t)},r.prototype.CONSUME3=function(e,t){return this.consumeInternal(e,3,t)},r.prototype.CONSUME4=function(e,t){return this.consumeInternal(e,4,t)},r.prototype.CONSUME5=function(e,t){return this.consumeInternal(e,5,t)},r.prototype.CONSUME6=function(e,t){return this.consumeInternal(e,6,t)},r.prototype.CONSUME7=function(e,t){return this.consumeInternal(e,7,t)},r.prototype.CONSUME8=function(e,t){return this.consumeInternal(e,8,t)},r.prototype.CONSUME9=function(e,t){return this.consumeInternal(e,9,t)},r.prototype.SUBRULE=function(e,t){return this.subruleInternal(e,0,t)},r.prototype.SUBRULE1=function(e,t){return this.subruleInternal(e,1,t)},r.prototype.SUBRULE2=function(e,t){return this.subruleInternal(e,2,t)},r.prototype.SUBRULE3=function(e,t){return this.subruleInternal(e,3,t)},r.prototype.SUBRULE4=function(e,t){return this.subruleInternal(e,4,t)},r.prototype.SUBRULE5=function(e,t){return this.subruleInternal(e,5,t)},r.prototype.SUBRULE6=function(e,t){return this.subruleInternal(e,6,t)},r.prototype.SUBRULE7=function(e,t){return this.subruleInternal(e,7,t)},r.prototype.SUBRULE8=function(e,t){return this.subruleInternal(e,8,t)},r.prototype.SUBRULE9=function(e,t){return this.subruleInternal(e,9,t)},r.prototype.OPTION=function(e){return this.optionInternal(e,0)},r.prototype.OPTION1=function(e){return this.optionInternal(e,1)},r.prototype.OPTION2=function(e){return this.optionInternal(e,2)},r.prototype.OPTION3=function(e){return this.optionInternal(e,3)},r.prototype.OPTION4=function(e){return this.optionInternal(e,4)},r.prototype.OPTION5=function(e){return this.optionInternal(e,5)},r.prototype.OPTION6=function(e){return this.optionInternal(e,6)},r.prototype.OPTION7=function(e){return this.optionInternal(e,7)},r.prototype.OPTION8=function(e){return this.optionInternal(e,8)},r.prototype.OPTION9=function(e){return this.optionInternal(e,9)},r.prototype.OR=function(e){return this.orInternal(e,0)},r.prototype.OR1=function(e){return this.orInternal(e,1)},r.prototype.OR2=function(e){return this.orInternal(e,2)},r.prototype.OR3=function(e){return this.orInternal(e,3)},r.prototype.OR4=function(e){return this.orInternal(e,4)},r.prototype.OR5=function(e){return this.orInternal(e,5)},r.prototype.OR6=function(e){return this.orInternal(e,6)},r.prototype.OR7=function(e){return this.orInternal(e,7)},r.prototype.OR8=function(e){return this.orInternal(e,8)},r.prototype.OR9=function(e){return this.orInternal(e,9)},r.prototype.MANY=function(e){this.manyInternal(0,e)},r.prototype.MANY1=function(e){this.manyInternal(1,e)},r.prototype.MANY2=function(e){this.manyInternal(2,e)},r.prototype.MANY3=function(e){this.manyInternal(3,e)},r.prototype.MANY4=function(e){this.manyInternal(4,e)},r.prototype.MANY5=function(e){this.manyInternal(5,e)},r.prototype.MANY6=function(e){this.manyInternal(6,e)},r.prototype.MANY7=function(e){this.manyInternal(7,e)},r.prototype.MANY8=function(e){this.manyInternal(8,e)},r.prototype.MANY9=function(e){this.manyInternal(9,e)},r.prototype.MANY_SEP=function(e){this.manySepFirstInternal(0,e)},r.prototype.MANY_SEP1=function(e){this.manySepFirstInternal(1,e)},r.prototype.MANY_SEP2=function(e){this.manySepFirstInternal(2,e)},r.prototype.MANY_SEP3=function(e){this.manySepFirstInternal(3,e)},r.prototype.MANY_SEP4=function(e){this.manySepFirstInternal(4,e)},r.prototype.MANY_SEP5=function(e){this.manySepFirstInternal(5,e)},r.prototype.MANY_SEP6=function(e){this.manySepFirstInternal(6,e)},r.prototype.MANY_SEP7=function(e){this.manySepFirstInternal(7,e)},r.prototype.MANY_SEP8=function(e){this.manySepFirstInternal(8,e)},r.prototype.MANY_SEP9=function(e){this.manySepFirstInternal(9,e)},r.prototype.AT_LEAST_ONE=function(e){this.atLeastOneInternal(0,e)},r.prototype.AT_LEAST_ONE1=function(e){return this.atLeastOneInternal(1,e)},r.prototype.AT_LEAST_ONE2=function(e){this.atLeastOneInternal(2,e)},r.prototype.AT_LEAST_ONE3=function(e){this.atLeastOneInternal(3,e)},r.prototype.AT_LEAST_ONE4=function(e){this.atLeastOneInternal(4,e)},r.prototype.AT_LEAST_ONE5=function(e){this.atLeastOneInternal(5,e)},r.prototype.AT_LEAST_ONE6=function(e){this.atLeastOneInternal(6,e)},r.prototype.AT_LEAST_ONE7=function(e){this.atLeastOneInternal(7,e)},r.prototype.AT_LEAST_ONE8=function(e){this.atLeastOneInternal(8,e)},r.prototype.AT_LEAST_ONE9=function(e){this.atLeastOneInternal(9,e)},r.prototype.AT_LEAST_ONE_SEP=function(e){this.atLeastOneSepFirstInternal(0,e)},r.prototype.AT_LEAST_ONE_SEP1=function(e){this.atLeastOneSepFirstInternal(1,e)},r.prototype.AT_LEAST_ONE_SEP2=function(e){this.atLeastOneSepFirstInternal(2,e)},r.prototype.AT_LEAST_ONE_SEP3=function(e){this.atLeastOneSepFirstInternal(3,e)},r.prototype.AT_LEAST_ONE_SEP4=function(e){this.atLeastOneSepFirstInternal(4,e)},r.prototype.AT_LEAST_ONE_SEP5=function(e){this.atLeastOneSepFirstInternal(5,e)},r.prototype.AT_LEAST_ONE_SEP6=function(e){this.atLeastOneSepFirstInternal(6,e)},r.prototype.AT_LEAST_ONE_SEP7=function(e){this.atLeastOneSepFirstInternal(7,e)},r.prototype.AT_LEAST_ONE_SEP8=function(e){this.atLeastOneSepFirstInternal(8,e)},r.prototype.AT_LEAST_ONE_SEP9=function(e){this.atLeastOneSepFirstInternal(9,e)},r.prototype.RULE=function(e,t,i){if(i===void 0&&(i=$S.DEFAULT_RULE_CONFIG),(0,kG.contains)(this.definedRulesNames,e)){var n=eye.defaultGrammarValidatorErrorProvider.buildDuplicateRuleNameError({topLevelRule:e,grammarName:this.className}),s={message:n,type:$S.ParserDefinitionErrorType.DUPLICATE_RULE_NAME,ruleName:e};this.definitionErrors.push(s)}this.definedRulesNames.push(e);var o=this.defineRule(e,t,i);return this[e]=o,o},r.prototype.OVERRIDE_RULE=function(e,t,i){i===void 0&&(i=$S.DEFAULT_RULE_CONFIG);var n=[];n=n.concat((0,tye.validateRuleIsOverridden)(e,this.definedRulesNames,this.className)),this.definitionErrors=this.definitionErrors.concat(n);var s=this.defineRule(e,t,i);return this[e]=s,s},r.prototype.BACKTRACK=function(e,t){return function(){this.isBackTrackingStack.push(1);var i=this.saveRecogState();try{return e.apply(this,t),!0}catch(n){if((0,$Ie.isRecognitionException)(n))return!1;throw n}finally{this.reloadRecogState(i),this.isBackTrackingStack.pop()}}},r.prototype.getGAstProductions=function(){return this.gastProductionsCache},r.prototype.getSerializedGastProductions=function(){return(0,rye.serializeGrammar)((0,kG.values)(this.gastProductionsCache))},r}();sy.RecognizerApi=iye});var FG=w(oy=>{"use strict";Object.defineProperty(oy,"__esModule",{value:!0});oy.RecognizerEngine=void 0;var Fr=Yt(),ts=ty(),ay=bg(),PG=Kp(),Sg=Up(),DG=es(),nye=VS(),RG=ZA(),Yp=Eg(),sye=XS(),oye=function(){function r(){}return r.prototype.initRecognizerEngine=function(e,t){if(this.className=(0,sye.classNameFromInstance)(this),this.shortRuleNameToFull={},this.fullRuleNameToShort={},this.ruleShortNameIdx=256,this.tokenMatcher=Yp.tokenStructuredMatcherNoCategories,this.definedRulesNames=[],this.tokensMap={},this.isBackTrackingStack=[],this.RULE_STACK=[],this.RULE_OCCURRENCE_STACK=[],this.gastProductionsCache={},(0,Fr.has)(t,"serializedGrammar"))throw Error(`The Parser's configuration can no longer contain a property. + See: https://chevrotain.io/docs/changes/BREAKING_CHANGES.html#_6-0-0 + For Further details.`);if((0,Fr.isArray)(e)){if((0,Fr.isEmpty)(e))throw Error(`A Token Vocabulary cannot be empty. + Note that the first argument for the parser constructor + is no longer a Token vector (since v4.0).`);if(typeof e[0].startOffset=="number")throw Error(`The Parser constructor no longer accepts a token vector as the first argument. + See: https://chevrotain.io/docs/changes/BREAKING_CHANGES.html#_4-0-0 + For Further details.`)}if((0,Fr.isArray)(e))this.tokensMap=(0,Fr.reduce)(e,function(o,a){return o[a.name]=a,o},{});else if((0,Fr.has)(e,"modes")&&(0,Fr.every)((0,Fr.flatten)((0,Fr.values)(e.modes)),Yp.isTokenType)){var i=(0,Fr.flatten)((0,Fr.values)(e.modes)),n=(0,Fr.uniq)(i);this.tokensMap=(0,Fr.reduce)(n,function(o,a){return o[a.name]=a,o},{})}else if((0,Fr.isObject)(e))this.tokensMap=(0,Fr.cloneObj)(e);else throw new Error(" argument must be An Array of Token constructors, A dictionary of Token constructors or an IMultiModeLexerDefinition");this.tokensMap.EOF=RG.EOF;var s=(0,Fr.every)((0,Fr.values)(e),function(o){return(0,Fr.isEmpty)(o.categoryMatches)});this.tokenMatcher=s?Yp.tokenStructuredMatcherNoCategories:Yp.tokenStructuredMatcher,(0,Yp.augmentTokenTypes)((0,Fr.values)(this.tokensMap))},r.prototype.defineRule=function(e,t,i){if(this.selfAnalysisDone)throw Error("Grammar rule <"+e+`> may not be defined after the 'performSelfAnalysis' method has been called' +Make sure that all grammar rule definitions are done before 'performSelfAnalysis' is called.`);var n=(0,Fr.has)(i,"resyncEnabled")?i.resyncEnabled:DG.DEFAULT_RULE_CONFIG.resyncEnabled,s=(0,Fr.has)(i,"recoveryValueFunc")?i.recoveryValueFunc:DG.DEFAULT_RULE_CONFIG.recoveryValueFunc,o=this.ruleShortNameIdx<t},r.prototype.orInternal=function(e,t){var i=this.getKeyForAutomaticLookahead(ts.OR_IDX,t),n=(0,Fr.isArray)(e)?e:e.DEF,s=this.getLaFuncFromCache(i),o=s.call(this,n);if(o!==void 0){var a=n[o];return a.ALT.call(this)}this.raiseNoAltException(t,e.ERR_MSG)},r.prototype.ruleFinallyStateUpdate=function(){if(this.RULE_STACK.pop(),this.RULE_OCCURRENCE_STACK.pop(),this.cstFinallyStateUpdate(),this.RULE_STACK.length===0&&this.isAtEndOfInput()===!1){var e=this.LA(1),t=this.errorMessageProvider.buildNotAllInputParsedMessage({firstRedundant:e,ruleName:this.getCurrRuleFullName()});this.SAVE_ERROR(new ay.NotAllInputParsedException(t,e))}},r.prototype.subruleInternal=function(e,t,i){var n;try{var s=i!==void 0?i.ARGS:void 0;return n=e.call(this,t,s),this.cstPostNonTerminal(n,i!==void 0&&i.LABEL!==void 0?i.LABEL:e.ruleName),n}catch(o){this.subruleInternalError(o,i,e.ruleName)}},r.prototype.subruleInternalError=function(e,t,i){throw(0,ay.isRecognitionException)(e)&&e.partialCstResult!==void 0&&(this.cstPostNonTerminal(e.partialCstResult,t!==void 0&&t.LABEL!==void 0?t.LABEL:i),delete e.partialCstResult),e},r.prototype.consumeInternal=function(e,t,i){var n;try{var s=this.LA(1);this.tokenMatcher(s,e)===!0?(this.consumeToken(),n=s):this.consumeInternalError(e,s,i)}catch(o){n=this.consumeInternalRecovery(e,t,o)}return this.cstPostTerminal(i!==void 0&&i.LABEL!==void 0?i.LABEL:e.name,n),n},r.prototype.consumeInternalError=function(e,t,i){var n,s=this.LA(0);throw i!==void 0&&i.ERR_MSG?n=i.ERR_MSG:n=this.errorMessageProvider.buildMismatchTokenMessage({expected:e,actual:t,previous:s,ruleName:this.getCurrRuleFullName()}),this.SAVE_ERROR(new ay.MismatchedTokenException(n,t,s))},r.prototype.consumeInternalRecovery=function(e,t,i){if(this.recoveryEnabled&&i.name==="MismatchedTokenException"&&!this.isBackTracking()){var n=this.getFollowsForInRuleRecovery(e,t);try{return this.tryInRuleRecovery(e,n)}catch(s){throw s.name===nye.IN_RULE_RECOVERY_EXCEPTION?i:s}}else throw i},r.prototype.saveRecogState=function(){var e=this.errors,t=(0,Fr.cloneArr)(this.RULE_STACK);return{errors:e,lexerState:this.exportLexerState(),RULE_STACK:t,CST_STACK:this.CST_STACK}},r.prototype.reloadRecogState=function(e){this.errors=e.errors,this.importLexerState(e.lexerState),this.RULE_STACK=e.RULE_STACK},r.prototype.ruleInvocationStateUpdate=function(e,t,i){this.RULE_OCCURRENCE_STACK.push(i),this.RULE_STACK.push(e),this.cstInvocationStateUpdate(t,e)},r.prototype.isBackTracking=function(){return this.isBackTrackingStack.length!==0},r.prototype.getCurrRuleFullName=function(){var e=this.getLastExplicitRuleShortName();return this.shortRuleNameToFull[e]},r.prototype.shortRuleNameToFullName=function(e){return this.shortRuleNameToFull[e]},r.prototype.isAtEndOfInput=function(){return this.tokenMatcher(this.LA(1),RG.EOF)},r.prototype.reset=function(){this.resetLexerState(),this.isBackTrackingStack=[],this.errors=[],this.RULE_STACK=[],this.CST_STACK=[],this.RULE_OCCURRENCE_STACK=[]},r}();oy.RecognizerEngine=oye});var LG=w(Ay=>{"use strict";Object.defineProperty(Ay,"__esModule",{value:!0});Ay.ErrorHandler=void 0;var ev=bg(),tv=Yt(),NG=Kp(),aye=es(),Aye=function(){function r(){}return r.prototype.initErrorHandler=function(e){this._errors=[],this.errorMessageProvider=(0,tv.has)(e,"errorMessageProvider")?e.errorMessageProvider:aye.DEFAULT_PARSER_CONFIG.errorMessageProvider},r.prototype.SAVE_ERROR=function(e){if((0,ev.isRecognitionException)(e))return e.context={ruleStack:this.getHumanReadableRuleStack(),ruleOccurrenceStack:(0,tv.cloneArr)(this.RULE_OCCURRENCE_STACK)},this._errors.push(e),e;throw Error("Trying to save an Error which is not a RecognitionException")},Object.defineProperty(r.prototype,"errors",{get:function(){return(0,tv.cloneArr)(this._errors)},set:function(e){this._errors=e},enumerable:!1,configurable:!0}),r.prototype.raiseEarlyExitException=function(e,t,i){for(var n=this.getCurrRuleFullName(),s=this.getGAstProductions()[n],o=(0,NG.getLookaheadPathsForOptionalProd)(e,s,t,this.maxLookahead),a=o[0],l=[],c=1;c<=this.maxLookahead;c++)l.push(this.LA(c));var u=this.errorMessageProvider.buildEarlyExitMessage({expectedIterationPaths:a,actual:l,previous:this.LA(0),customUserDescription:i,ruleName:n});throw this.SAVE_ERROR(new ev.EarlyExitException(u,this.LA(1),this.LA(0)))},r.prototype.raiseNoAltException=function(e,t){for(var i=this.getCurrRuleFullName(),n=this.getGAstProductions()[i],s=(0,NG.getLookaheadPathsForOr)(e,n,this.maxLookahead),o=[],a=1;a<=this.maxLookahead;a++)o.push(this.LA(a));var l=this.LA(0),c=this.errorMessageProvider.buildNoViableAltMessage({expectedPathsPerAlt:s,actual:o,previous:l,customUserDescription:t,ruleName:this.getCurrRuleFullName()});throw this.SAVE_ERROR(new ev.NoViableAltException(c,this.LA(1),l))},r}();Ay.ErrorHandler=Aye});var MG=w(ly=>{"use strict";Object.defineProperty(ly,"__esModule",{value:!0});ly.ContentAssist=void 0;var TG=Up(),OG=Yt(),lye=function(){function r(){}return r.prototype.initContentAssist=function(){},r.prototype.computeContentAssist=function(e,t){var i=this.gastProductionsCache[e];if((0,OG.isUndefined)(i))throw Error("Rule ->"+e+"<- does not exist in this grammar.");return(0,TG.nextPossibleTokensAfter)([i],t,this.tokenMatcher,this.maxLookahead)},r.prototype.getNextPossibleTokenTypes=function(e){var t=(0,OG.first)(e.ruleStack),i=this.getGAstProductions(),n=i[t],s=new TG.NextAfterTokenWalker(n,e).startWalking();return s},r}();ly.ContentAssist=lye});var JG=w(cy=>{"use strict";Object.defineProperty(cy,"__esModule",{value:!0});cy.GastRecorder=void 0;var vn=Yt(),Jo=bn(),cye=Rp(),UG=Eg(),KG=ZA(),uye=es(),gye=ty(),uy={description:"This Object indicates the Parser is during Recording Phase"};Object.freeze(uy);var HG=!0,jG=Math.pow(2,gye.BITS_FOR_OCCURRENCE_IDX)-1,GG=(0,KG.createToken)({name:"RECORDING_PHASE_TOKEN",pattern:cye.Lexer.NA});(0,UG.augmentTokenTypes)([GG]);var YG=(0,KG.createTokenInstance)(GG,`This IToken indicates the Parser is in Recording Phase + See: https://chevrotain.io/docs/guide/internals.html#grammar-recording for details`,-1,-1,-1,-1,-1,-1);Object.freeze(YG);var fye={name:`This CSTNode indicates the Parser is in Recording Phase + See: https://chevrotain.io/docs/guide/internals.html#grammar-recording for details`,children:{}},pye=function(){function r(){}return r.prototype.initGastRecorder=function(e){this.recordingProdStack=[],this.RECORDING_PHASE=!1},r.prototype.enableRecording=function(){var e=this;this.RECORDING_PHASE=!0,this.TRACE_INIT("Enable Recording",function(){for(var t=function(n){var s=n>0?n:"";e["CONSUME"+s]=function(o,a){return this.consumeInternalRecord(o,n,a)},e["SUBRULE"+s]=function(o,a){return this.subruleInternalRecord(o,n,a)},e["OPTION"+s]=function(o){return this.optionInternalRecord(o,n)},e["OR"+s]=function(o){return this.orInternalRecord(o,n)},e["MANY"+s]=function(o){this.manyInternalRecord(n,o)},e["MANY_SEP"+s]=function(o){this.manySepFirstInternalRecord(n,o)},e["AT_LEAST_ONE"+s]=function(o){this.atLeastOneInternalRecord(n,o)},e["AT_LEAST_ONE_SEP"+s]=function(o){this.atLeastOneSepFirstInternalRecord(n,o)}},i=0;i<10;i++)t(i);e.consume=function(n,s,o){return this.consumeInternalRecord(s,n,o)},e.subrule=function(n,s,o){return this.subruleInternalRecord(s,n,o)},e.option=function(n,s){return this.optionInternalRecord(s,n)},e.or=function(n,s){return this.orInternalRecord(s,n)},e.many=function(n,s){this.manyInternalRecord(n,s)},e.atLeastOne=function(n,s){this.atLeastOneInternalRecord(n,s)},e.ACTION=e.ACTION_RECORD,e.BACKTRACK=e.BACKTRACK_RECORD,e.LA=e.LA_RECORD})},r.prototype.disableRecording=function(){var e=this;this.RECORDING_PHASE=!1,this.TRACE_INIT("Deleting Recording methods",function(){for(var t=0;t<10;t++){var i=t>0?t:"";delete e["CONSUME"+i],delete e["SUBRULE"+i],delete e["OPTION"+i],delete 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an=Yt(),Eye=Lj(),XG=ZA(),ZG=Op(),$G=aG(),Iye=VS(),yye=pG(),wye=QG(),Bye=vG(),bye=xG(),Qye=FG(),Sye=LG(),vye=MG(),kye=JG(),xye=zG(),Pye=_G();Er.END_OF_FILE=(0,XG.createTokenInstance)(XG.EOF,"",NaN,NaN,NaN,NaN,NaN,NaN);Object.freeze(Er.END_OF_FILE);Er.DEFAULT_PARSER_CONFIG=Object.freeze({recoveryEnabled:!1,maxLookahead:3,dynamicTokensEnabled:!1,outputCst:!0,errorMessageProvider:ZG.defaultParserErrorProvider,nodeLocationTracking:"none",traceInitPerf:!1,skipValidations:!1});Er.DEFAULT_RULE_CONFIG=Object.freeze({recoveryValueFunc:function(){},resyncEnabled:!0});var 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Cy=es();Object.defineProperty(Ve,"CstParser",{enumerable:!0,get:function(){return Cy.CstParser}});Object.defineProperty(Ve,"EmbeddedActionsParser",{enumerable:!0,get:function(){return Cy.EmbeddedActionsParser}});Object.defineProperty(Ve,"ParserDefinitionErrorType",{enumerable:!0,get:function(){return Cy.ParserDefinitionErrorType}});Object.defineProperty(Ve,"EMPTY_ALT",{enumerable:!0,get:function(){return Cy.EMPTY_ALT}});var rY=Rp();Object.defineProperty(Ve,"Lexer",{enumerable:!0,get:function(){return rY.Lexer}});Object.defineProperty(Ve,"LexerDefinitionErrorType",{enumerable:!0,get:function(){return rY.LexerDefinitionErrorType}});var vg=ZA();Object.defineProperty(Ve,"createToken",{enumerable:!0,get:function(){return vg.createToken}});Object.defineProperty(Ve,"createTokenInstance",{enumerable:!0,get:function(){return vg.createTokenInstance}});Object.defineProperty(Ve,"EOF",{enumerable:!0,get:function(){return 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use CstParser or EmbeddedActionsParser instead. +See: https://chevrotain.io/docs/changes/BREAKING_CHANGES.html#_7-0-0`)}return r}();Ve.Parser=jye});var aY=w((eet,sY)=>{var my=nY(),za=my.createToken,oY=my.tokenMatcher,rv=my.Lexer,Gye=my.EmbeddedActionsParser;sY.exports=r=>{let e=za({name:"LogicalOperator",pattern:rv.NA}),t=za({name:"Or",pattern:/\|/,categories:e}),i=za({name:"Xor",pattern:/\^/,categories:e}),n=za({name:"And",pattern:/&/,categories:e}),s=za({name:"Not",pattern:/!/}),o=za({name:"LParen",pattern:/\(/}),a=za({name:"RParen",pattern:/\)/}),l=za({name:"Query",pattern:r}),u=[za({name:"WhiteSpace",pattern:/\s+/,group:rv.SKIPPED}),t,i,n,o,a,s,e,l],g=new rv(u);class f extends Gye{constructor(p){super(u);this.RULE("expression",()=>this.SUBRULE(this.logicalExpression)),this.RULE("logicalExpression",()=>{let y=this.SUBRULE(this.atomicExpression);return this.MANY(()=>{let b=y,v=this.CONSUME(e),k=this.SUBRULE2(this.atomicExpression);oY(v,t)?y=T=>b(T)||k(T):oY(v,i)?y=T=>!!(b(T)^k(T)):y=T=>b(T)&&k(T)}),y}),this.RULE("atomicExpression",()=>this.OR([{ALT:()=>this.SUBRULE(this.parenthesisExpression)},{ALT:()=>{let{image:m}=this.CONSUME(l);return y=>y(m)}},{ALT:()=>{this.CONSUME(s);let m=this.SUBRULE(this.atomicExpression);return y=>!m(y)}}])),this.RULE("parenthesisExpression",()=>{let m;return this.CONSUME(o),m=this.SUBRULE(this.expression),this.CONSUME(a),m}),this.performSelfAnalysis()}}return{TinylogicLexer:g,TinylogicParser:f}}});var AY=w(Ey=>{var Yye=aY();Ey.makeParser=(r=/[a-z]+/)=>{let{TinylogicLexer:e,TinylogicParser:t}=Yye(r),i=new t;return(n,s)=>{let o=e.tokenize(n);return i.input=o.tokens,i.expression()(s)}};Ey.parse=Ey.makeParser()});var cY=w((ret,lY)=>{"use strict";lY.exports={aliceblue:[240,248,255],antiquewhite:[250,235,215],aqua:[0,255,255],aquamarine:[127,255,212],azure:[240,255,255],beige:[245,245,220],bisque:[255,228,196],black:[0,0,0],blanchedalmond:[255,235,205],blue:[0,0,255],blueviolet:[138,43,226],brown:[165,42,42],burlywood:[222,184,135],cadetblue:[95,158,160],chartreuse:[127,255,0],chocolate:[210,105,30],coral:[255,127,80],cornflowerblue:[100,149,237],cornsilk:[255,248,220],crimson:[220,20,60],cyan:[0,255,255],darkblue:[0,0,139],darkcyan:[0,139,139],darkgoldenrod:[184,134,11],darkgray:[169,169,169],darkgreen:[0,100,0],darkgrey:[169,169,169],darkkhaki:[189,183,107],darkmagenta:[139,0,139],darkolivegreen:[85,107,47],darkorange:[255,140,0],darkorchid:[153,50,204],darkred:[139,0,0],darksalmon:[233,150,122],darkseagreen:[143,188,143],darkslateblue:[72,61,139],darkslategray:[47,79,79],darkslategrey:[47,79,79],darkturquoise:[0,206,209],darkviolet:[148,0,211],deeppink:[255,20,147],deepskyblue:[0,191,255],dimgray:[105,105,105],dimgrey:[105,105,105],dodgerblue:[30,144,255],firebrick:[178,34,34],floralwhite:[255,250,240],forestgreen:[34,139,34],fuchsia:[255,0,255],gainsboro:[220,220,220],ghostwhite:[248,248,255],gold:[255,215,0],goldenrod:[218,165,32],gray:[128,128,128],green:[0,128,0],greenyellow:[173,255,47],grey:[128,128,128],honeydew:[240,255,240],hotpink:[255,105,180],indianred:[205,92,92],indigo:[75,0,130],ivory:[255,255,240],khaki:[240,230,140],lavender:[230,230,250],lavenderblush:[255,240,245],lawngreen:[124,252,0],lemonchiffon:[255,250,205],lightblue:[173,216,230],lightcoral:[240,128,128],lightcyan:[224,255,255],lightgoldenrodyellow:[250,250,210],lightgray:[211,211,211],lightgreen:[144,238,144],lightgrey:[211,211,211],lightpink:[255,182,193],lightsalmon:[255,160,122],lightseagreen:[32,178,170],lightskyblue:[135,206,250],lightslategray:[119,136,153],lightslategrey:[119,136,153],lightsteelblue:[176,196,222],lightyellow:[255,255,224],lime:[0,255,0],limegreen:[50,205,50],linen:[250,240,230],magenta:[255,0,255],maroon:[128,0,0],mediumaquamarine:[102,205,170],mediumblue:[0,0,205],mediumorchid:[186,85,211],mediumpurple:[147,112,219],mediumseagreen:[60,179,113],mediumslateblue:[123,104,238],mediumspringgreen:[0,250,154],mediumturquoise:[72,209,204],mediumvioletred:[199,21,133],midnightblue:[25,25,112],mintcream:[245,255,250],mistyrose:[255,228,225],moccasin:[255,228,181],navajowhite:[255,222,173],navy:[0,0,128],oldlace:[253,245,230],olive:[128,128,0],olivedrab:[107,142,35],orange:[255,165,0],orangered:[255,69,0],orchid:[218,112,214],palegoldenrod:[238,232,170],palegreen:[152,251,152],paleturquoise:[175,238,238],palevioletred:[219,112,147],papayawhip:[255,239,213],peachpuff:[255,218,185],peru:[205,133,63],pink:[255,192,203],plum:[221,160,221],powderblue:[176,224,230],purple:[128,0,128],rebeccapurple:[102,51,153],red:[255,0,0],rosybrown:[188,143,143],royalblue:[65,105,225],saddlebrown:[139,69,19],salmon:[250,128,114],sandybrown:[244,164,96],seagreen:[46,139,87],seashell:[255,245,238],sienna:[160,82,45],silver:[192,192,192],skyblue:[135,206,235],slateblue:[106,90,205],slategray:[112,128,144],slategrey:[112,128,144],snow:[255,250,250],springgreen:[0,255,127],steelblue:[70,130,180],tan:[210,180,140],teal:[0,128,128],thistle:[216,191,216],tomato:[255,99,71],turquoise:[64,224,208],violet:[238,130,238],wheat:[245,222,179],white:[255,255,255],whitesmoke:[245,245,245],yellow:[255,255,0],yellowgreen:[154,205,50]}});var iv=w((iet,uY)=>{var Wp=cY(),gY={};for(let r of Object.keys(Wp))gY[Wp[r]]=r;var at={rgb:{channels:3,labels:"rgb"},hsl:{channels:3,labels:"hsl"},hsv:{channels:3,labels:"hsv"},hwb:{channels:3,labels:"hwb"},cmyk:{channels:4,labels:"cmyk"},xyz:{channels:3,labels:"xyz"},lab:{channels:3,labels:"lab"},lch:{channels:3,labels:"lch"},hex:{channels:1,labels:["hex"]},keyword:{channels:1,labels:["keyword"]},ansi16:{channels:1,labels:["ansi16"]},ansi256:{channels:1,labels:["ansi256"]},hcg:{channels:3,labels:["h","c","g"]},apple:{channels:3,labels:["r16","g16","b16"]},gray:{channels:1,labels:["gray"]}};uY.exports=at;for(let r of Object.keys(at)){if(!("channels"in at[r]))throw new Error("missing channels property: "+r);if(!("labels"in at[r]))throw new Error("missing channel labels property: "+r);if(at[r].labels.length!==at[r].channels)throw new Error("channel and label counts mismatch: "+r);let{channels:e,labels:t}=at[r];delete at[r].channels,delete at[r].labels,Object.defineProperty(at[r],"channels",{value:e}),Object.defineProperty(at[r],"labels",{value:t})}at.rgb.hsl=function(r){let e=r[0]/255,t=r[1]/255,i=r[2]/255,n=Math.min(e,t,i),s=Math.max(e,t,i),o=s-n,a,l;s===n?a=0:e===s?a=(t-i)/o:t===s?a=2+(i-e)/o:i===s&&(a=4+(e-t)/o),a=Math.min(a*60,360),a<0&&(a+=360);let c=(n+s)/2;return s===n?l=0:c<=.5?l=o/(s+n):l=o/(2-s-n),[a,l*100,c*100]};at.rgb.hsv=function(r){let e,t,i,n,s,o=r[0]/255,a=r[1]/255,l=r[2]/255,c=Math.max(o,a,l),u=c-Math.min(o,a,l),g=function(f){return(c-f)/6/u+1/2};return u===0?(n=0,s=0):(s=u/c,e=g(o),t=g(a),i=g(l),o===c?n=i-t:a===c?n=1/3+e-i:l===c&&(n=2/3+t-e),n<0?n+=1:n>1&&(n-=1)),[n*360,s*100,c*100]};at.rgb.hwb=function(r){let e=r[0],t=r[1],i=r[2],n=at.rgb.hsl(r)[0],s=1/255*Math.min(e,Math.min(t,i));return i=1-1/255*Math.max(e,Math.max(t,i)),[n,s*100,i*100]};at.rgb.cmyk=function(r){let e=r[0]/255,t=r[1]/255,i=r[2]/255,n=Math.min(1-e,1-t,1-i),s=(1-e-n)/(1-n)||0,o=(1-t-n)/(1-n)||0,a=(1-i-n)/(1-n)||0;return[s*100,o*100,a*100,n*100]};function qye(r,e){return(r[0]-e[0])**2+(r[1]-e[1])**2+(r[2]-e[2])**2}at.rgb.keyword=function(r){let e=gY[r];if(e)return e;let t=Infinity,i;for(let n of Object.keys(Wp)){let s=Wp[n],o=qye(r,s);o.04045?((e+.055)/1.055)**2.4:e/12.92,t=t>.04045?((t+.055)/1.055)**2.4:t/12.92,i=i>.04045?((i+.055)/1.055)**2.4:i/12.92;let n=e*.4124+t*.3576+i*.1805,s=e*.2126+t*.7152+i*.0722,o=e*.0193+t*.1192+i*.9505;return[n*100,s*100,o*100]};at.rgb.lab=function(r){let e=at.rgb.xyz(r),t=e[0],i=e[1],n=e[2];t/=95.047,i/=100,n/=108.883,t=t>.008856?t**(1/3):7.787*t+16/116,i=i>.008856?i**(1/3):7.787*i+16/116,n=n>.008856?n**(1/3):7.787*n+16/116;let s=116*i-16,o=500*(t-i),a=200*(i-n);return[s,o,a]};at.hsl.rgb=function(r){let e=r[0]/360,t=r[1]/100,i=r[2]/100,n,s,o;if(t===0)return o=i*255,[o,o,o];i<.5?n=i*(1+t):n=i+t-i*t;let a=2*i-n,l=[0,0,0];for(let c=0;c<3;c++)s=e+1/3*-(c-1),s<0&&s++,s>1&&s--,6*s<1?o=a+(n-a)*6*s:2*s<1?o=n:3*s<2?o=a+(n-a)*(2/3-s)*6:o=a,l[c]=o*255;return l};at.hsl.hsv=function(r){let e=r[0],t=r[1]/100,i=r[2]/100,n=t,s=Math.max(i,.01);i*=2,t*=i<=1?i:2-i,n*=s<=1?s:2-s;let o=(i+t)/2,a=i===0?2*n/(s+n):2*t/(i+t);return[e,a*100,o*100]};at.hsv.rgb=function(r){let e=r[0]/60,t=r[1]/100,i=r[2]/100,n=Math.floor(e)%6,s=e-Math.floor(e),o=255*i*(1-t),a=255*i*(1-t*s),l=255*i*(1-t*(1-s));switch(i*=255,n){case 0:return[i,l,o];case 1:return[a,i,o];case 2:return[o,i,l];case 3:return[o,a,i];case 4:return[l,o,i];case 5:return[i,o,a]}};at.hsv.hsl=function(r){let e=r[0],t=r[1]/100,i=r[2]/100,n=Math.max(i,.01),s,o;o=(2-t)*i;let a=(2-t)*n;return s=t*n,s/=a<=1?a:2-a,s=s||0,o/=2,[e,s*100,o*100]};at.hwb.rgb=function(r){let e=r[0]/360,t=r[1]/100,i=r[2]/100,n=t+i,s;n>1&&(t/=n,i/=n);let o=Math.floor(6*e),a=1-i;s=6*e-o,(o&1)!=0&&(s=1-s);let l=t+s*(a-t),c,u,g;switch(o){default:case 6:case 0:c=a,u=l,g=t;break;case 1:c=l,u=a,g=t;break;case 2:c=t,u=a,g=l;break;case 3:c=t,u=l,g=a;break;case 4:c=l,u=t,g=a;break;case 5:c=a,u=t,g=l;break}return[c*255,u*255,g*255]};at.cmyk.rgb=function(r){let e=r[0]/100,t=r[1]/100,i=r[2]/100,n=r[3]/100,s=1-Math.min(1,e*(1-n)+n),o=1-Math.min(1,t*(1-n)+n),a=1-Math.min(1,i*(1-n)+n);return[s*255,o*255,a*255]};at.xyz.rgb=function(r){let e=r[0]/100,t=r[1]/100,i=r[2]/100,n,s,o;return n=e*3.2406+t*-1.5372+i*-.4986,s=e*-.9689+t*1.8758+i*.0415,o=e*.0557+t*-.204+i*1.057,n=n>.0031308?1.055*n**(1/2.4)-.055:n*12.92,s=s>.0031308?1.055*s**(1/2.4)-.055:s*12.92,o=o>.0031308?1.055*o**(1/2.4)-.055:o*12.92,n=Math.min(Math.max(0,n),1),s=Math.min(Math.max(0,s),1),o=Math.min(Math.max(0,o),1),[n*255,s*255,o*255]};at.xyz.lab=function(r){let e=r[0],t=r[1],i=r[2];e/=95.047,t/=100,i/=108.883,e=e>.008856?e**(1/3):7.787*e+16/116,t=t>.008856?t**(1/3):7.787*t+16/116,i=i>.008856?i**(1/3):7.787*i+16/116;let n=116*t-16,s=500*(e-t),o=200*(t-i);return[n,s,o]};at.lab.xyz=function(r){let e=r[0],t=r[1],i=r[2],n,s,o;s=(e+16)/116,n=t/500+s,o=s-i/200;let a=s**3,l=n**3,c=o**3;return s=a>.008856?a:(s-16/116)/7.787,n=l>.008856?l:(n-16/116)/7.787,o=c>.008856?c:(o-16/116)/7.787,n*=95.047,s*=100,o*=108.883,[n,s,o]};at.lab.lch=function(r){let e=r[0],t=r[1],i=r[2],n;n=Math.atan2(i,t)*360/2/Math.PI,n<0&&(n+=360);let o=Math.sqrt(t*t+i*i);return[e,o,n]};at.lch.lab=function(r){let e=r[0],t=r[1],n=r[2]/360*2*Math.PI,s=t*Math.cos(n),o=t*Math.sin(n);return[e,s,o]};at.rgb.ansi16=function(r,e=null){let[t,i,n]=r,s=e===null?at.rgb.hsv(r)[2]:e;if(s=Math.round(s/50),s===0)return 30;let o=30+(Math.round(n/255)<<2|Math.round(i/255)<<1|Math.round(t/255));return s===2&&(o+=60),o};at.hsv.ansi16=function(r){return at.rgb.ansi16(at.hsv.rgb(r),r[2])};at.rgb.ansi256=function(r){let e=r[0],t=r[1],i=r[2];return e===t&&t===i?e<8?16:e>248?231:Math.round((e-8)/247*24)+232:16+36*Math.round(e/255*5)+6*Math.round(t/255*5)+Math.round(i/255*5)};at.ansi16.rgb=function(r){let e=r%10;if(e===0||e===7)return r>50&&(e+=3.5),e=e/10.5*255,[e,e,e];let t=(~~(r>50)+1)*.5,i=(e&1)*t*255,n=(e>>1&1)*t*255,s=(e>>2&1)*t*255;return[i,n,s]};at.ansi256.rgb=function(r){if(r>=232){let s=(r-232)*10+8;return[s,s,s]}r-=16;let e,t=Math.floor(r/36)/5*255,i=Math.floor((e=r%36)/6)/5*255,n=e%6/5*255;return[t,i,n]};at.rgb.hex=function(r){let t=(((Math.round(r[0])&255)<<16)+((Math.round(r[1])&255)<<8)+(Math.round(r[2])&255)).toString(16).toUpperCase();return"000000".substring(t.length)+t};at.hex.rgb=function(r){let e=r.toString(16).match(/[a-f0-9]{6}|[a-f0-9]{3}/i);if(!e)return[0,0,0];let t=e[0];e[0].length===3&&(t=t.split("").map(a=>a+a).join(""));let i=parseInt(t,16),n=i>>16&255,s=i>>8&255,o=i&255;return[n,s,o]};at.rgb.hcg=function(r){let e=r[0]/255,t=r[1]/255,i=r[2]/255,n=Math.max(Math.max(e,t),i),s=Math.min(Math.min(e,t),i),o=n-s,a,l;return o<1?a=s/(1-o):a=0,o<=0?l=0:n===e?l=(t-i)/o%6:n===t?l=2+(i-e)/o:l=4+(e-t)/o,l/=6,l%=1,[l*360,o*100,a*100]};at.hsl.hcg=function(r){let e=r[1]/100,t=r[2]/100,i=t<.5?2*e*t:2*e*(1-t),n=0;return i<1&&(n=(t-.5*i)/(1-i)),[r[0],i*100,n*100]};at.hsv.hcg=function(r){let e=r[1]/100,t=r[2]/100,i=e*t,n=0;return i<1&&(n=(t-i)/(1-i)),[r[0],i*100,n*100]};at.hcg.rgb=function(r){let e=r[0]/360,t=r[1]/100,i=r[2]/100;if(t===0)return[i*255,i*255,i*255];let n=[0,0,0],s=e%1*6,o=s%1,a=1-o,l=0;switch(Math.floor(s)){case 0:n[0]=1,n[1]=o,n[2]=0;break;case 1:n[0]=a,n[1]=1,n[2]=0;break;case 2:n[0]=0,n[1]=1,n[2]=o;break;case 3:n[0]=0,n[1]=a,n[2]=1;break;case 4:n[0]=o,n[1]=0,n[2]=1;break;default:n[0]=1,n[1]=0,n[2]=a}return l=(1-t)*i,[(t*n[0]+l)*255,(t*n[1]+l)*255,(t*n[2]+l)*255]};at.hcg.hsv=function(r){let e=r[1]/100,t=r[2]/100,i=e+t*(1-e),n=0;return i>0&&(n=e/i),[r[0],n*100,i*100]};at.hcg.hsl=function(r){let e=r[1]/100,i=r[2]/100*(1-e)+.5*e,n=0;return i>0&&i<.5?n=e/(2*i):i>=.5&&i<1&&(n=e/(2*(1-i))),[r[0],n*100,i*100]};at.hcg.hwb=function(r){let e=r[1]/100,t=r[2]/100,i=e+t*(1-e);return[r[0],(i-e)*100,(1-i)*100]};at.hwb.hcg=function(r){let 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0),Ee.assert.any([Ee.default.string,Ee.default.undefined],t.method),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.headers),Ee.assert.any([Ee.default.string,Ee.default.urlInstance,Ee.default.undefined],t.prefixUrl),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.cookieJar),Ee.assert.any([Ee.default.object,Ee.default.string,Ee.default.undefined],t.searchParams),Ee.assert.any([Ee.default.object,Ee.default.string,Ee.default.undefined],t.cache),Ee.assert.any([Ee.default.object,Ee.default.number,Ee.default.undefined],t.timeout),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.context),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.hooks),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.decompress),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.ignoreInvalidCookies),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.followRedirect),Ee.assert.any([Ee.default.number,Ee.default.undefined],t.maxRedirects),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.throwHttpErrors),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.http2),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.allowGetBody),Ee.assert.any([Ee.default.string,Ee.default.undefined],t.localAddress),Ee.assert.any([Y8.isDnsLookupIpVersion,Ee.default.undefined],t.dnsLookupIpVersion),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.https),Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.rejectUnauthorized),t.https&&(Ee.assert.any([Ee.default.boolean,Ee.default.undefined],t.https.rejectUnauthorized),Ee.assert.any([Ee.default.function_,Ee.default.undefined],t.https.checkServerIdentity),Ee.assert.any([Ee.default.string,Ee.default.object,Ee.default.array,Ee.default.undefined],t.https.certificateAuthority),Ee.assert.any([Ee.default.string,Ee.default.object,Ee.default.array,Ee.default.undefined],t.https.key),Ee.assert.any([Ee.default.string,Ee.default.object,Ee.default.array,Ee.default.undefined],t.https.certificate),Ee.assert.any([Ee.default.string,Ee.default.undefined],t.https.passphrase),Ee.assert.any([Ee.default.string,Ee.default.buffer,Ee.default.array,Ee.default.undefined],t.https.pfx)),Ee.assert.any([Ee.default.object,Ee.default.undefined],t.cacheOptions),Ee.default.string(t.method)?t.method=t.method.toUpperCase():t.method="GET",t.headers===(i==null?void 0:i.headers)?t.headers=N({},t.headers):t.headers=Dxe(N(N({},i==null?void 0:i.headers),t.headers)),"slashes"in t)throw new TypeError("The legacy `url.Url` has been deprecated. Use `URL` instead.");if("auth"in t)throw new TypeError("Parameter `auth` is deprecated. Use `username` / `password` instead.");if("searchParams"in t&&t.searchParams&&t.searchParams!==(i==null?void 0:i.searchParams)){let h;if(Ee.default.string(t.searchParams)||t.searchParams instanceof fl.URLSearchParams)h=new fl.URLSearchParams(t.searchParams);else{Hxe(t.searchParams),h=new fl.URLSearchParams;for(let p in t.searchParams){let m=t.searchParams[p];m===null?h.append(p,""):m!==void 0&&h.append(p,m)}}(n=i==null?void 0:i.searchParams)===null||n===void 0||n.forEach((p,m)=>{h.has(m)||h.append(m,p)}),t.searchParams=h}if(t.username=(s=t.username)!==null&&s!==void 0?s:"",t.password=(o=t.password)!==null&&o!==void 0?o:"",Ee.default.undefined(t.prefixUrl)?t.prefixUrl=(a=i==null?void 0:i.prefixUrl)!==null&&a!==void 0?a:"":(t.prefixUrl=t.prefixUrl.toString(),t.prefixUrl!==""&&!t.prefixUrl.endsWith("/")&&(t.prefixUrl+="/")),Ee.default.string(t.url)){if(t.url.startsWith("/"))throw new Error("`input` must not start with a slash when using `prefixUrl`");t.url=G8.default(t.prefixUrl+t.url,t)}else(Ee.default.undefined(t.url)&&t.prefixUrl!==""||t.protocol)&&(t.url=G8.default(t.prefixUrl,t));if(t.url){"port"in t&&delete t.port;let{prefixUrl:h}=t;Object.defineProperty(t,"prefixUrl",{set:m=>{let y=t.url;if(!y.href.startsWith(m))throw new Error(`Cannot change \`prefixUrl\` from ${h} to ${m}: ${y.href}`);t.url=new fl.URL(m+y.href.slice(h.length)),h=m},get:()=>h});let{protocol:p}=t.url;if(p==="unix:"&&(p="http:",t.url=new fl.URL(`http://unix${t.url.pathname}${t.url.search}`)),t.searchParams&&(t.url.search=t.searchParams.toString()),p!=="http:"&&p!=="https:")throw new PP(t);t.username===""?t.username=t.url.username:t.url.username=t.username,t.password===""?t.password=t.url.password:t.url.password=t.password}let{cookieJar:u}=t;if(u){let{setCookie:h,getCookieString:p}=u;Ee.assert.function_(h),Ee.assert.function_(p),h.length===4&&p.length===0&&(h=O8.promisify(h.bind(t.cookieJar)),p=O8.promisify(p.bind(t.cookieJar)),t.cookieJar={setCookie:h,getCookieString:p})}let{cache:g}=t;if(g&&(BP.has(g)||BP.set(g,new K8((h,p)=>{let m=h[Fi](h,p);return Ee.default.promise(m)&&(m.once=(y,b)=>{if(y==="error")m.catch(b);else if(y==="abort")(async()=>{try{(await m).once("abort",b)}catch(v){}})();else throw new Error(`Unknown HTTP2 promise event: ${y}`);return m}),m},g))),t.cacheOptions=N({},t.cacheOptions),t.dnsCache===!0)yP||(yP=new kxe.default),t.dnsCache=yP;else if(!Ee.default.undefined(t.dnsCache)&&!t.dnsCache.lookup)throw new TypeError(`Parameter \`dnsCache\` must be a CacheableLookup instance or a boolean, got ${Ee.default(t.dnsCache)}`);Ee.default.number(t.timeout)?t.timeout={request:t.timeout}:i&&t.timeout!==i.timeout?t.timeout=N(N({},i.timeout),t.timeout):t.timeout=N({},t.timeout),t.context||(t.context={});let f=t.hooks===(i==null?void 0:i.hooks);t.hooks=N({},t.hooks);for(let h of qt.knownHookEvents)if(h in t.hooks)if(Ee.default.array(t.hooks[h]))t.hooks[h]=[...t.hooks[h]];else throw new TypeError(`Parameter \`${h}\` must be an Array, got ${Ee.default(t.hooks[h])}`);else t.hooks[h]=[];if(i&&!f)for(let h of qt.knownHookEvents)i.hooks[h].length>0&&(t.hooks[h]=[...i.hooks[h],...t.hooks[h]]);if("family"in t&&hl.default('"options.family" was never documented, please use "options.dnsLookupIpVersion"'),(i==null?void 0:i.https)&&(t.https=N(N({},i.https),t.https)),"rejectUnauthorized"in t&&hl.default('"options.rejectUnauthorized" is now deprecated, please use "options.https.rejectUnauthorized"'),"checkServerIdentity"in t&&hl.default('"options.checkServerIdentity" was never documented, please use "options.https.checkServerIdentity"'),"ca"in t&&hl.default('"options.ca" was never documented, please use "options.https.certificateAuthority"'),"key"in t&&hl.default('"options.key" was never documented, please use "options.https.key"'),"cert"in t&&hl.default('"options.cert" was never documented, please use "options.https.certificate"'),"passphrase"in t&&hl.default('"options.passphrase" was never documented, please use "options.https.passphrase"'),"pfx"in t&&hl.default('"options.pfx" was never documented, please use "options.https.pfx"'),"followRedirects"in t)throw new TypeError("The `followRedirects` option does not exist. Use `followRedirect` instead.");if(t.agent){for(let h in t.agent)if(h!=="http"&&h!=="https"&&h!=="http2")throw new TypeError(`Expected the \`options.agent\` properties to be \`http\`, \`https\` or \`http2\`, got \`${h}\``)}return t.maxRedirects=(l=t.maxRedirects)!==null&&l!==void 0?l:0,qt.setNonEnumerableProperties([i,c],t),Mxe.default(t,i)}_lockWrite(){let e=()=>{throw new TypeError("The payload has been already provided")};this.write=e,this.end=e}_unlockWrite(){this.write=super.write,this.end=super.end}async _finalizeBody(){let{options:e}=this,{headers:t}=e,i=!Ee.default.undefined(e.form),n=!Ee.default.undefined(e.json),s=!Ee.default.undefined(e.body),o=i||n||s,a=qt.withoutBody.has(e.method)&&!(e.method==="GET"&&e.allowGetBody);if(this._cannotHaveBody=a,o){if(a)throw new TypeError(`The \`${e.method}\` method cannot be used with a body`);if([s,i,n].filter(l=>l).length>1)throw new TypeError("The `body`, `json` and `form` options are mutually exclusive");if(s&&!(e.body instanceof M8.Readable)&&!Ee.default.string(e.body)&&!Ee.default.buffer(e.body)&&!H8.default(e.body))throw new TypeError("The `body` option must be a stream.Readable, string or Buffer");if(i&&!Ee.default.object(e.form))throw new TypeError("The `form` option must be an Object");{let l=!Ee.default.string(t["content-type"]);s?(H8.default(e.body)&&l&&(t["content-type"]=`multipart/form-data; boundary=${e.body.getBoundary()}`),this[pl]=e.body):i?(l&&(t["content-type"]="application/x-www-form-urlencoded"),this[pl]=new fl.URLSearchParams(e.form).toString()):(l&&(t["content-type"]="application/json"),this[pl]=e.stringifyJson(e.json));let c=await Rxe.default(this[pl],e.headers);Ee.default.undefined(t["content-length"])&&Ee.default.undefined(t["transfer-encoding"])&&!a&&!Ee.default.undefined(c)&&(t["content-length"]=String(c))}}else a?this._lockWrite():this._unlockWrite();this[of]=Number(t["content-length"])||void 0}async _onResponseBase(e){let{options:t}=this,{url:i}=t;this[z8]=e,t.decompress&&(e=xxe(e));let n=e.statusCode,s=e;s.statusMessage=s.statusMessage?s.statusMessage:U8.STATUS_CODES[n],s.url=t.url.toString(),s.requestUrl=this.requestUrl,s.redirectUrls=this.redirects,s.request=this,s.isFromCache=e.fromCache||!1,s.ip=this.ip,s.retryCount=this.retryCount,this[J8]=s.isFromCache,this[nf]=Number(e.headers["content-length"])||void 0,this[Fw]=e,e.once("end",()=>{this[nf]=this[sf],this.emit("downloadProgress",this.downloadProgress)}),e.once("error",a=>{e.destroy(),this._beforeError(new Tw(a,this))}),e.once("aborted",()=>{this._beforeError(new Tw({name:"Error",message:"The server aborted pending request",code:"ECONNRESET"},this))}),this.emit("downloadProgress",this.downloadProgress);let o=e.headers["set-cookie"];if(Ee.default.object(t.cookieJar)&&o){let a=o.map(async l=>t.cookieJar.setCookie(l,i.toString()));t.ignoreInvalidCookies&&(a=a.map(async l=>l.catch(()=>{})));try{await Promise.all(a)}catch(l){this._beforeError(l);return}}if(t.followRedirect&&e.headers.location&&Yxe.has(n)){if(e.resume(),this[Fi]&&(this[wP](),delete this[Fi],this[q8]()),(n===303&&t.method!=="GET"&&t.method!=="HEAD"||!t.methodRewriting)&&(t.method="GET","body"in t&&delete t.body,"json"in t&&delete t.json,"form"in t&&delete t.form,this[pl]=void 0,delete t.headers["content-length"]),this.redirects.length>=t.maxRedirects){this._beforeError(new QP(this));return}try{let l=Buffer.from(e.headers.location,"binary").toString(),c=new fl.URL(l,i),u=c.toString();decodeURI(u),c.hostname!==i.hostname||c.port!==i.port?("host"in t.headers&&delete t.headers.host,"cookie"in t.headers&&delete t.headers.cookie,"authorization"in t.headers&&delete t.headers.authorization,(t.username||t.password)&&(t.username="",t.password="")):(c.username=t.username,c.password=t.password),this.redirects.push(u),t.url=c;for(let g of t.hooks.beforeRedirect)await g(t,s);this.emit("redirect",s,t),await this._makeRequest()}catch(l){this._beforeError(l);return}return}if(t.isStream&&t.throwHttpErrors&&!Oxe.isResponseOk(s)){this._beforeError(new SP(s));return}e.on("readable",()=>{this[Lw]&&this._read()}),this.on("resume",()=>{e.resume()}),this.on("pause",()=>{e.pause()}),e.once("end",()=>{this.push(null)}),this.emit("response",e);for(let a of this[Nw])if(!a.headersSent){for(let l in e.headers){let c=t.decompress?l!=="content-encoding":!0,u=e.headers[l];c&&a.setHeader(l,u)}a.statusCode=n}}async _onResponse(e){try{await this._onResponseBase(e)}catch(t){this._beforeError(t)}}_onRequest(e){let{options:t}=this,{timeout:i,url:n}=t;vxe.default(e),this[wP]=j8.default(e,i,n);let s=t.cache?"cacheableResponse":"response";e.once(s,l=>{this._onResponse(l)}),e.once("error",l=>{var c;e.destroy(),(c=e.res)===null||c===void 0||c.removeAllListeners("end"),l=l instanceof j8.TimeoutError?new xP(l,this.timings,this):new hi(l.message,l,this),this._beforeError(l)}),this[q8]=Fxe.default(e,this,Jxe),this[Fi]=e,this.emit("uploadProgress",this.uploadProgress);let o=this[pl],a=this.redirects.length===0?this:e;Ee.default.nodeStream(o)?(o.pipe(a),o.once("error",l=>{this._beforeError(new kP(l,this))})):(this._unlockWrite(),Ee.default.undefined(o)?(this._cannotHaveBody||this._noPipe)&&(a.end(),this._lockWrite()):(this._writeRequest(o,void 0,()=>{}),a.end(),this._lockWrite())),this.emit("request",e)}async _createCacheableRequest(e,t){return new Promise((i,n)=>{Object.assign(t,Nxe.default(e)),delete t.url;let s,o=BP.get(t.cache)(t,async a=>{a._readableState.autoDestroy=!1,s&&(await s).emit("cacheableResponse",a),i(a)});t.url=e,o.once("error",n),o.once("request",async a=>{s=a,i(s)})})}async _makeRequest(){var e,t,i,n,s;let{options:o}=this,{headers:a}=o;for(let b in a)if(Ee.default.undefined(a[b]))delete a[b];else if(Ee.default.null_(a[b]))throw new TypeError(`Use \`undefined\` instead of \`null\` to delete the 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y=o;if(y.shared=(t=o.cacheOptions)===null||t===void 0?void 0:t.shared,y.cacheHeuristic=(i=o.cacheOptions)===null||i===void 0?void 0:i.cacheHeuristic,y.immutableMinTimeToLive=(n=o.cacheOptions)===null||n===void 0?void 0:n.immutableMinTimeToLive,y.ignoreCargoCult=(s=o.cacheOptions)===null||s===void 0?void 0:s.ignoreCargoCult,o.dnsLookupIpVersion!==void 0)try{y.family=Y8.dnsLookupIpVersionToFamily(o.dnsLookupIpVersion)}catch(b){throw new Error("Invalid `dnsLookupIpVersion` option value")}o.https&&("rejectUnauthorized"in o.https&&(y.rejectUnauthorized=o.https.rejectUnauthorized),o.https.checkServerIdentity&&(y.checkServerIdentity=o.https.checkServerIdentity),o.https.certificateAuthority&&(y.ca=o.https.certificateAuthority),o.https.certificate&&(y.cert=o.https.certificate),o.https.key&&(y.key=o.https.key),o.https.passphrase&&(y.passphrase=o.https.passphrase),o.https.pfx&&(y.pfx=o.https.pfx));try{let b=await m(g,y);Ee.default.undefined(b)&&(b=h(g,y)),o.request=c,o.timeout=u,o.agent=l,o.https&&("rejectUnauthorized"in o.https&&delete y.rejectUnauthorized,o.https.checkServerIdentity&&delete y.checkServerIdentity,o.https.certificateAuthority&&delete y.ca,o.https.certificate&&delete y.cert,o.https.key&&delete y.key,o.https.passphrase&&delete y.passphrase,o.https.pfx&&delete y.pfx),jxe(b)?this._onRequest(b):this.writable?(this.once("finish",()=>{this._onResponse(b)}),this._unlockWrite(),this.end(),this._lockWrite()):this._onResponse(b)}catch(b){throw b instanceof K8.CacheError?new vP(b,this):new hi(b.message,b,this)}}async _error(e){try{for(let t of this.options.hooks.beforeError)e=await t(e)}catch(t){e=new hi(t.message,t,this)}this.destroy(e)}_beforeError(e){if(this[Af])return;let{options:t}=this,i=this.retryCount+1;this[Af]=!0,e instanceof hi||(e=new hi(e.message,e,this));let n=e,{response:s}=n;(async()=>{if(s&&!s.body){s.setEncoding(this._readableState.encoding);try{s.rawBody=await Txe.default(s),s.body=s.rawBody.toString()}catch(o){}}if(this.listenerCount("retry")!==0){let o;try{let a;s&&"retry-after"in s.headers&&(a=Number(s.headers["retry-after"]),Number.isNaN(a)?(a=Date.parse(s.headers["retry-after"])-Date.now(),a<=0&&(a=1)):a*=1e3),o=await t.retry.calculateDelay({attemptCount:i,retryOptions:t.retry,error:n,retryAfter:a,computedValue:Uxe.default({attemptCount:i,retryOptions:t.retry,error:n,retryAfter:a,computedValue:0})})}catch(a){this._error(new hi(a.message,a,this));return}if(o){let a=async()=>{try{for(let l of this.options.hooks.beforeRetry)await l(this.options,n,i)}catch(l){this._error(new hi(l.message,e,this));return}this.destroyed||(this.destroy(),this.emit("retry",i,e))};this[_8]=setTimeout(a,o);return}}this._error(n)})()}_read(){this[Lw]=!0;let e=this[Fw];if(e&&!this[Af]){e.readableLength&&(this[Lw]=!1);let t;for(;(t=e.read())!==null;){this[sf]+=t.length,this[W8]=!0;let i=this.downloadProgress;i.percent<1&&this.emit("downloadProgress",i),this.push(t)}}}_write(e,t,i){let n=()=>{this._writeRequest(e,t,i)};this.requestInitialized?n():this[Ld].push(n)}_writeRequest(e,t,i){this[Fi].destroyed||(this._progressCallbacks.push(()=>{this[af]+=Buffer.byteLength(e,t);let n=this.uploadProgress;n.percent<1&&this.emit("uploadProgress",n)}),this[Fi].write(e,t,n=>{!n&&this._progressCallbacks.length>0&&this._progressCallbacks.shift()(),i(n)}))}_final(e){let t=()=>{for(;this._progressCallbacks.length!==0;)this._progressCallbacks.shift()();if(!(Fi in this)){e();return}if(this[Fi].destroyed){e();return}this[Fi].end(i=>{i||(this[of]=this[af],this.emit("uploadProgress",this.uploadProgress),this[Fi].emit("upload-complete")),e(i)})};this.requestInitialized?t():this[Ld].push(t)}_destroy(e,t){var i;this[Af]=!0,clearTimeout(this[_8]),Fi in this&&(this[wP](),((i=this[Fw])===null||i===void 0?void 0:i.complete)||this[Fi].destroy()),e!==null&&!Ee.default.undefined(e)&&!(e instanceof hi)&&(e=new hi(e.message,e,this)),t(e)}get _isAboutToError(){return this[Af]}get ip(){var e;return(e=this.socket)===null||e===void 0?void 0:e.remoteAddress}get aborted(){var e,t,i;return((t=(e=this[Fi])===null||e===void 0?void 0:e.destroyed)!==null&&t!==void 0?t:this.destroyed)&&!((i=this[z8])===null||i===void 0?void 0:i.complete)}get socket(){var e,t;return(t=(e=this[Fi])===null||e===void 0?void 0:e.socket)!==null&&t!==void 0?t:void 0}get downloadProgress(){let e;return this[nf]?e=this[sf]/this[nf]:this[nf]===this[sf]?e=1:e=0,{percent:e,transferred:this[sf],total:this[nf]}}get uploadProgress(){let e;return this[of]?e=this[af]/this[of]:this[of]===this[af]?e=1:e=0,{percent:e,transferred:this[af],total:this[of]}}get timings(){var e;return(e=this[Fi])===null||e===void 0?void 0:e.timings}get isFromCache(){return this[J8]}pipe(e,t){if(this[W8])throw new Error("Failed to pipe. The response has been emitted already.");return e instanceof IP.ServerResponse&&this[Nw].add(e),super.pipe(e,t)}unpipe(e){return e instanceof IP.ServerResponse&&this[Nw].delete(e),super.unpipe(e),this}};qt.default=bP});var Od=w(Eo=>{"use strict";var Wxe=Eo&&Eo.__createBinding||(Object.create?function(r,e,t,i){i===void 0&&(i=t),Object.defineProperty(r,i,{enumerable:!0,get:function(){return e[t]}})}:function(r,e,t,i){i===void 0&&(i=t),r[i]=e[t]}),zxe=Eo&&Eo.__exportStar||function(r,e){for(var t in r)t!=="default"&&!Object.prototype.hasOwnProperty.call(e,t)&&Wxe(e,r,t)};Object.defineProperty(Eo,"__esModule",{value:!0});Eo.CancelError=Eo.ParseError=void 0;var V8=Td(),X8=class extends V8.RequestError{constructor(e,t){let{options:i}=t.request;super(`${e.message} in "${i.url.toString()}"`,e,t.request);this.name="ParseError"}};Eo.ParseError=X8;var Z8=class extends V8.RequestError{constructor(e){super("Promise was canceled",{},e);this.name="CancelError"}get 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D6.ReadStream(n,{readSize:i,size:c.size});u.on("error",a),u.pipe(t)}})});return e?s.then(e,e):s},iNe=r=>new zB.Sync(r),nNe=r=>new zB(r)});var N6=w(pi=>{"use strict";pi.c=pi.create=mV();pi.r=pi.replace=ZD();pi.t=pi.list=UB();pi.u=pi.update=vV();pi.x=pi.extract=F6();pi.Pack=vB();pi.Unpack=pR();pi.Parse=sC();pi.ReadEntry=$d();pi.WriteEntry=xD();pi.Header=pf();pi.Pax=fB();pi.types=Zd()});var U6=w((Dat,M6)=>{var CR;M6.exports.getContent=()=>(typeof CR=="undefined"&&(CR=require("zlib").brotliDecompressSync(Buffer.from("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this.cancelled?"cancelled":this.submitted?"submitted":"pending"}};jre.exports=Gre});var Jre=w((Bft,qre)=>{"use strict";var qF=Xi(),Ni=yo(),JF={default:Ni.noop,noop:Ni.noop,set inverse(r){this._inverse=r},get inverse(){return this._inverse||qF.inverse(this.primary)},set complement(r){this._complement=r},get complement(){return this._complement||qF.complement(this.primary)},primary:Ni.cyan,success:Ni.green,danger:Ni.magenta,strong:Ni.bold,warning:Ni.yellow,muted:Ni.dim,disabled:Ni.gray,dark:Ni.dim.gray,underline:Ni.underline,set info(r){this._info=r},get info(){return this._info||this.primary},set em(r){this._em=r},get em(){return this._em||this.primary.underline},set heading(r){this._heading=r},get heading(){return this._heading||this.muted.underline},set pending(r){this._pending=r},get pending(){return this._pending||this.primary},set submitted(r){this._submitted=r},get submitted(){return this._submitted||this.success},set cancelled(r){this._cancelled=r},get cancelled(){return this._cancelled||this.danger},set typing(r){this._typing=r},get typing(){return this._typing||this.dim},set placeholder(r){this._placeholder=r},get placeholder(){return this._placeholder||this.primary.dim},set highlight(r){this._highlight=r},get highlight(){return this._highlight||this.inverse}};JF.merge=(r={})=>{r.styles&&typeof r.styles.enabled=="boolean"&&(Ni.enabled=r.styles.enabled),r.styles&&typeof r.styles.visible=="boolean"&&(Ni.visible=r.styles.visible);let e=qF.merge({},JF,r.styles);delete e.merge;for(let t of Object.keys(Ni))e.hasOwnProperty(t)||Reflect.defineProperty(e,t,{get:()=>Ni[t]});for(let t of Object.keys(Ni.styles))e.hasOwnProperty(t)||Reflect.defineProperty(e,t,{get:()=>Ni[t]});return e};qre.exports=JF});var zre=w((bft,Wre)=>{"use strict";var WF=process.platform==="win32",wA=yo(),bGe=Xi(),zF=te(N({},wA.symbols),{upDownDoubleArrow:"\u21D5",upDownDoubleArrow2:"\u2B0D",upDownArrow:"\u2195",asterisk:"*",asterism:"\u2042",bulletWhite:"\u25E6",electricArrow:"\u2301",ellipsisLarge:"\u22EF",ellipsisSmall:"\u2026",fullBlock:"\u2588",identicalTo:"\u2261",indicator:wA.symbols.check,leftAngle:"\u2039",mark:"\u203B",minus:"\u2212",multiplication:"\xD7",obelus:"\xF7",percent:"%",pilcrow:"\xB6",pilcrow2:"\u2761",pencilUpRight:"\u2710",pencilDownRight:"\u270E",pencilRight:"\u270F",plus:"+",plusMinus:"\xB1",pointRight:"\u261E",rightAngle:"\u203A",section:"\xA7",hexagon:{off:"\u2B21",on:"\u2B22",disabled:"\u2B22"},ballot:{on:"\u2611",off:"\u2610",disabled:"\u2612"},stars:{on:"\u2605",off:"\u2606",disabled:"\u2606"},folder:{on:"\u25BC",off:"\u25B6",disabled:"\u25B6"},prefix:{pending:wA.symbols.question,submitted:wA.symbols.check,cancelled:wA.symbols.cross},separator:{pending:wA.symbols.pointerSmall,submitted:wA.symbols.middot,cancelled:wA.symbols.middot},radio:{off:WF?"( )":"\u25EF",on:WF?"(*)":"\u25C9",disabled:WF?"(|)":"\u24BE"},numbers:["\u24EA","\u2460","\u2461","\u2462","\u2463","\u2464","\u2465","\u2466","\u2467","\u2468","\u2469","\u246A","\u246B","\u246C","\u246D","\u246E","\u246F","\u2470","\u2471","\u2472","\u2473","\u3251","\u3252","\u3253","\u3254","\u3255","\u3256","\u3257","\u3258","\u3259","\u325A","\u325B","\u325C","\u325D","\u325E","\u325F","\u32B1","\u32B2","\u32B3","\u32B4","\u32B5","\u32B6","\u32B7","\u32B8","\u32B9","\u32BA","\u32BB","\u32BC","\u32BD","\u32BE","\u32BF"]});zF.merge=r=>{let e=bGe.merge({},wA.symbols,zF,r.symbols);return delete e.merge,e};Wre.exports=zF});var Vre=w((Qft,_re)=>{"use strict";var QGe=Jre(),SGe=zre(),vGe=Xi();_re.exports=r=>{r.options=vGe.merge({},r.options.theme,r.options),r.symbols=SGe.merge(r.options),r.styles=QGe.merge(r.options)}});var tie=w((Xre,Zre)=>{"use strict";var $re=process.env.TERM_PROGRAM==="Apple_Terminal",kGe=yo(),_F=Xi(),wo=Zre.exports=Xre,Lr="[",eie="\x07",VF=!1,Nl=wo.code={bell:eie,beep:eie,beginning:`${Lr}G`,down:`${Lr}J`,esc:Lr,getPosition:`${Lr}6n`,hide:`${Lr}?25l`,line:`${Lr}2K`,lineEnd:`${Lr}K`,lineStart:`${Lr}1K`,restorePosition:Lr+($re?"8":"u"),savePosition:Lr+($re?"7":"s"),screen:`${Lr}2J`,show:`${Lr}?25h`,up:`${Lr}1J`},yu=wo.cursor={get hidden(){return VF},hide(){return VF=!0,Nl.hide},show(){return VF=!1,Nl.show},forward:(r=1)=>`${Lr}${r}C`,backward:(r=1)=>`${Lr}${r}D`,nextLine:(r=1)=>`${Lr}E`.repeat(r),prevLine:(r=1)=>`${Lr}F`.repeat(r),up:(r=1)=>r?`${Lr}${r}A`:"",down:(r=1)=>r?`${Lr}${r}B`:"",right:(r=1)=>r?`${Lr}${r}C`:"",left:(r=1)=>r?`${Lr}${r}D`:"",to(r,e){return e?`${Lr}${e+1};${r+1}H`:`${Lr}${r+1}G`},move(r=0,e=0){let t="";return t+=r<0?yu.left(-r):r>0?yu.right(r):"",t+=e<0?yu.up(-e):e>0?yu.down(e):"",t},restore(r={}){let{after:e,cursor:t,initial:i,input:n,prompt:s,size:o,value:a}=r;if(i=_F.isPrimitive(i)?String(i):"",n=_F.isPrimitive(n)?String(n):"",a=_F.isPrimitive(a)?String(a):"",o){let l=wo.cursor.up(o)+wo.cursor.to(s.length),c=n.length-t;return c>0&&(l+=wo.cursor.left(c)),l}if(a||e){let l=!n&&!!i?-i.length:-n.length+t;return e&&(l-=e.length),n===""&&i&&!s.includes(i)&&(l+=i.length),wo.cursor.move(l)}}},XF=wo.erase={screen:Nl.screen,up:Nl.up,down:Nl.down,line:Nl.line,lineEnd:Nl.lineEnd,lineStart:Nl.lineStart,lines(r){let e="";for(let t=0;t{if(!e)return XF.line+yu.to(0);let t=s=>[...kGe.unstyle(s)].length,i=r.split(/\r?\n/),n=0;for(let s of i)n+=1+Math.floor(Math.max(t(s)-1,0)/e);return(XF.line+yu.prevLine()).repeat(n-1)+XF.line+yu.to(0)}});var Vf=w((Sft,rie)=>{"use strict";var xGe=require("events"),iie=yo(),ZF=Ure(),PGe=Hre(),DGe=Yre(),RGe=Vre(),On=Xi(),wu=tie(),U0=class extends xGe{constructor(e={}){super();this.name=e.name,this.type=e.type,this.options=e,RGe(this),PGe(this),this.state=new DGe(this),this.initial=[e.initial,e.default].find(t=>t!=null),this.stdout=e.stdout||process.stdout,this.stdin=e.stdin||process.stdin,this.scale=e.scale||1,this.term=this.options.term||process.env.TERM_PROGRAM,this.margin=NGe(this.options.margin),this.setMaxListeners(0),FGe(this)}async keypress(e,t={}){this.keypressed=!0;let i=ZF.action(e,ZF(e,t),this.options.actions);this.state.keypress=i,this.emit("keypress",e,i),this.emit("state",this.state.clone());let n=this.options[i.action]||this[i.action]||this.dispatch;if(typeof n=="function")return await n.call(this,e,i);this.alert()}alert(){delete this.state.alert,this.options.show===!1?this.emit("alert"):this.stdout.write(wu.code.beep)}cursorHide(){this.stdout.write(wu.cursor.hide()),On.onExit(()=>this.cursorShow())}cursorShow(){this.stdout.write(wu.cursor.show())}write(e){!e||(this.stdout&&this.state.show!==!1&&this.stdout.write(e),this.state.buffer+=e)}clear(e=0){let t=this.state.buffer;this.state.buffer="",!(!t&&!e||this.options.show===!1)&&this.stdout.write(wu.cursor.down(e)+wu.clear(t,this.width))}restore(){if(this.state.closed||this.options.show===!1)return;let{prompt:e,after:t,rest:i}=this.sections(),{cursor:n,initial:s="",input:o="",value:a=""}=this,l=this.state.size=i.length,c={after:t,cursor:n,initial:s,input:o,prompt:e,size:l,value:a},u=wu.cursor.restore(c);u&&this.stdout.write(u)}sections(){let{buffer:e,input:t,prompt:i}=this.state;i=iie.unstyle(i);let n=iie.unstyle(e),s=n.indexOf(i),o=n.slice(0,s),l=n.slice(s).split(` +`),c=l[0],u=l[l.length-1],f=(i+(t?" "+t:"")).length,h=fe.call(this,this.value),this.result=()=>i.call(this,this.value),typeof t.initial=="function"&&(this.initial=await t.initial.call(this,this)),typeof t.onRun=="function"&&await t.onRun.call(this,this),typeof t.onSubmit=="function"){let n=t.onSubmit.bind(this),s=this.submit.bind(this);delete this.options.onSubmit,this.submit=async()=>(await n(this.name,this.value,this),s())}await this.start(),await this.render()}render(){throw new Error("expected prompt to have a custom render method")}run(){return new Promise(async(e,t)=>{if(this.once("submit",e),this.once("cancel",t),await this.skip())return this.render=()=>{},this.submit();await this.initialize(),this.emit("run")})}async element(e,t,i){let{options:n,state:s,symbols:o,timers:a}=this,l=a&&a[e];s.timer=l;let c=n[e]||s[e]||o[e],u=t&&t[e]!=null?t[e]:await c;if(u==="")return u;let g=await this.resolve(u,s,t,i);return!g&&t&&t[e]?this.resolve(c,s,t,i):g}async prefix(){let e=await this.element("prefix")||this.symbols,t=this.timers&&this.timers.prefix,i=this.state;return i.timer=t,On.isObject(e)&&(e=e[i.status]||e.pending),On.hasColor(e)?e:(this.styles[i.status]||this.styles.pending)(e)}async message(){let e=await this.element("message");return On.hasColor(e)?e:this.styles.strong(e)}async separator(){let e=await this.element("separator")||this.symbols,t=this.timers&&this.timers.separator,i=this.state;i.timer=t;let n=e[i.status]||e.pending||i.separator,s=await this.resolve(n,i);return On.isObject(s)&&(s=s[i.status]||s.pending),On.hasColor(s)?s:this.styles.muted(s)}async pointer(e,t){let i=await this.element("pointer",e,t);if(typeof i=="string"&&On.hasColor(i))return i;if(i){let n=this.styles,s=this.index===t,o=s?n.primary:c=>c,a=await this.resolve(i[s?"on":"off"]||i,this.state),l=On.hasColor(a)?a:o(a);return s?l:" ".repeat(a.length)}}async indicator(e,t){let i=await this.element("indicator",e,t);if(typeof i=="string"&&On.hasColor(i))return i;if(i){let n=this.styles,s=e.enabled===!0,o=s?n.success:n.dark,a=i[s?"on":"off"]||i;return On.hasColor(a)?a:o(a)}return""}body(){return null}footer(){if(this.state.status==="pending")return this.element("footer")}header(){if(this.state.status==="pending")return this.element("header")}async hint(){if(this.state.status==="pending"&&!this.isValue(this.state.input)){let e=await this.element("hint");return On.hasColor(e)?e:this.styles.muted(e)}}error(e){return this.state.submitted?"":e||this.state.error}format(e){return e}result(e){return e}validate(e){return this.options.required===!0?this.isValue(e):!0}isValue(e){return e!=null&&e!==""}resolve(e,...t){return On.resolve(this,e,...t)}get base(){return U0.prototype}get style(){return this.styles[this.state.status]}get height(){return this.options.rows||On.height(this.stdout,25)}get width(){return this.options.columns||On.width(this.stdout,80)}get size(){return{width:this.width,height:this.height}}set cursor(e){this.state.cursor=e}get cursor(){return this.state.cursor}set input(e){this.state.input=e}get input(){return this.state.input}set value(e){this.state.value=e}get value(){let{input:e,value:t}=this.state,i=[t,e].find(this.isValue.bind(this));return this.isValue(i)?i:this.initial}static get prompt(){return e=>new this(e).run()}};function FGe(r){let e=n=>r[n]===void 0||typeof r[n]=="function",t=["actions","choices","initial","margin","roles","styles","symbols","theme","timers","value"],i=["body","footer","error","header","hint","indicator","message","prefix","separator","skip"];for(let n of Object.keys(r.options)){if(t.includes(n)||/^on[A-Z]/.test(n))continue;let s=r.options[n];typeof s=="function"&&e(n)?i.includes(n)||(r[n]=s.bind(r)):typeof r[n]!="function"&&(r[n]=s)}}function NGe(r){typeof r=="number"&&(r=[r,r,r,r]);let e=[].concat(r||[]),t=n=>n%2==0?` +`:" ",i=[];for(let n=0;n<4;n++){let s=t(n);e[n]?i.push(s.repeat(e[n])):i.push("")}return i}rie.exports=U0});var oie=w((vft,nie)=>{"use strict";var LGe=Xi(),sie={default(r,e){return e},checkbox(r,e){throw new Error("checkbox role is not implemented yet")},editable(r,e){throw new Error("editable role is not implemented yet")},expandable(r,e){throw new Error("expandable role is not implemented yet")},heading(r,e){return e.disabled="",e.indicator=[e.indicator," "].find(t=>t!=null),e.message=e.message||"",e},input(r,e){throw new Error("input role is not implemented yet")},option(r,e){return sie.default(r,e)},radio(r,e){throw new Error("radio role is not implemented yet")},separator(r,e){return e.disabled="",e.indicator=[e.indicator," "].find(t=>t!=null),e.message=e.message||r.symbols.line.repeat(5),e},spacer(r,e){return e}};nie.exports=(r,e={})=>{let t=LGe.merge({},sie,e.roles);return t[r]||t.default}});var JC=w((kft,aie)=>{"use strict";var TGe=yo(),OGe=Vf(),MGe=oie(),K0=Xi(),{reorder:$F,scrollUp:UGe,scrollDown:KGe,isObject:Aie,swap:HGe}=K0,lie=class extends OGe{constructor(e){super(e);this.cursorHide(),this.maxSelected=e.maxSelected||Infinity,this.multiple=e.multiple||!1,this.initial=e.initial||0,this.delay=e.delay||0,this.longest=0,this.num=""}async initialize(){typeof this.options.initial=="function"&&(this.initial=await this.options.initial.call(this)),await this.reset(!0),await super.initialize()}async reset(){let{choices:e,initial:t,autofocus:i,suggest:n}=this.options;if(this.state._choices=[],this.state.choices=[],this.choices=await Promise.all(await this.toChoices(e)),this.choices.forEach(s=>s.enabled=!1),typeof n!="function"&&this.selectable.length===0)throw new Error("At least one choice must be selectable");Aie(t)&&(t=Object.keys(t)),Array.isArray(t)?(i!=null&&(this.index=this.findIndex(i)),t.forEach(s=>this.enable(this.find(s))),await this.render()):(i!=null&&(t=i),typeof t=="string"&&(t=this.findIndex(t)),typeof t=="number"&&t>-1&&(this.index=Math.max(0,Math.min(t,this.choices.length)),this.enable(this.find(this.index)))),this.isDisabled(this.focused)&&await this.down()}async toChoices(e,t){this.state.loadingChoices=!0;let i=[],n=0,s=async(o,a)=>{typeof o=="function"&&(o=await o.call(this)),o instanceof Promise&&(o=await o);for(let l=0;l(this.state.loadingChoices=!1,o))}async toChoice(e,t,i){if(typeof e=="function"&&(e=await e.call(this,this)),e instanceof Promise&&(e=await e),typeof e=="string"&&(e={name:e}),e.normalized)return e;e.normalized=!0;let n=e.value;if(e=MGe(e.role,this.options)(this,e),typeof e.disabled=="string"&&!e.hint&&(e.hint=e.disabled,e.disabled=!0),e.disabled===!0&&e.hint==null&&(e.hint="(disabled)"),e.index!=null)return e;e.name=e.name||e.key||e.title||e.value||e.message,e.message=e.message||e.name||"",e.value=[e.value,e.name].find(this.isValue.bind(this)),e.input="",e.index=t,e.cursor=0,K0.define(e,"parent",i),e.level=i?i.level+1:1,e.indent==null&&(e.indent=i?i.indent+" ":e.indent||""),e.path=i?i.path+"."+e.name:e.name,e.enabled=!!(this.multiple&&!this.isDisabled(e)&&(e.enabled||this.isSelected(e))),this.isDisabled(e)||(this.longest=Math.max(this.longest,TGe.unstyle(e.message).length));let o=N({},e);return e.reset=(a=o.input,l=o.value)=>{for(let c of Object.keys(o))e[c]=o[c];e.input=a,e.value=l},n==null&&typeof e.initial=="function"&&(e.input=await e.initial.call(this,this.state,e,t)),e}async onChoice(e,t){this.emit("choice",e,t,this),typeof e.onChoice=="function"&&await e.onChoice.call(this,this.state,e,t)}async addChoice(e,t,i){let n=await this.toChoice(e,t,i);return this.choices.push(n),this.index=this.choices.length-1,this.limit=this.choices.length,n}async newItem(e,t,i){let n=N({name:"New choice name?",editable:!0,newChoice:!0},e),s=await this.addChoice(n,t,i);return s.updateChoice=()=>{delete s.newChoice,s.name=s.message=s.input,s.input="",s.cursor=0},this.render()}indent(e){return e.indent==null?e.level>1?" ".repeat(e.level-1):"":e.indent}dispatch(e,t){if(this.multiple&&this[t.name])return this[t.name]();this.alert()}focus(e,t){return typeof t!="boolean"&&(t=e.enabled),t&&!e.enabled&&this.selected.length>=this.maxSelected?this.alert():(this.index=e.index,e.enabled=t&&!this.isDisabled(e),e)}space(){return this.multiple?(this.toggle(this.focused),this.render()):this.alert()}a(){if(this.maxSelectedt.enabled);return this.choices.forEach(t=>t.enabled=!e),this.render()}i(){return this.choices.length-this.selected.length>this.maxSelected?this.alert():(this.choices.forEach(e=>e.enabled=!e.enabled),this.render())}g(e=this.focused){return this.choices.some(t=>!!t.parent)?(this.toggle(e.parent&&!e.choices?e.parent:e),this.render()):this.a()}toggle(e,t){if(!e.enabled&&this.selected.length>=this.maxSelected)return this.alert();typeof t!="boolean"&&(t=!e.enabled),e.enabled=t,e.choices&&e.choices.forEach(n=>this.toggle(n,t));let i=e.parent;for(;i;){let n=i.choices.filter(s=>this.isDisabled(s));i.enabled=n.every(s=>s.enabled===!0),i=i.parent}return cie(this,this.choices),this.emit("toggle",e,this),e}enable(e){return this.selected.length>=this.maxSelected?this.alert():(e.enabled=!this.isDisabled(e),e.choices&&e.choices.forEach(this.enable.bind(this)),e)}disable(e){return e.enabled=!1,e.choices&&e.choices.forEach(this.disable.bind(this)),e}number(e){this.num+=e;let t=i=>{let n=Number(i);if(n>this.choices.length-1)return this.alert();let s=this.focused,o=this.choices.find(a=>n===a.index);if(!o.enabled&&this.selected.length>=this.maxSelected)return this.alert();if(this.visible.indexOf(o)===-1){let a=$F(this.choices),l=a.indexOf(o);if(s.index>l){let c=a.slice(l,l+this.limit),u=a.filter(g=>!c.includes(g));this.choices=c.concat(u)}else{let c=l-this.limit+1;this.choices=a.slice(c).concat(a.slice(0,c))}}return this.index=this.choices.indexOf(o),this.toggle(this.focused),this.render()};return clearTimeout(this.numberTimeout),new Promise(i=>{let n=this.choices.length,s=this.num,o=(a=!1,l)=>{clearTimeout(this.numberTimeout),a&&(l=t(s)),this.num="",i(l)};if(s==="0"||s.length===1&&Number(s+"0")>n)return o(!0);if(Number(s)>n)return o(!1,this.alert());this.numberTimeout=setTimeout(()=>o(!0),this.delay)})}home(){return this.choices=$F(this.choices),this.index=0,this.render()}end(){let e=this.choices.length-this.limit,t=$F(this.choices);return this.choices=t.slice(e).concat(t.slice(0,e)),this.index=this.limit-1,this.render()}first(){return this.index=0,this.render()}last(){return this.index=this.visible.length-1,this.render()}prev(){return this.visible.length<=1?this.alert():this.up()}next(){return this.visible.length<=1?this.alert():this.down()}right(){return this.cursor>=this.input.length?this.alert():(this.cursor++,this.render())}left(){return this.cursor<=0?this.alert():(this.cursor--,this.render())}up(){let e=this.choices.length,t=this.visible.length,i=this.index;return this.options.scroll===!1&&i===0?this.alert():e>t&&i===0?this.scrollUp():(this.index=(i-1%e+e)%e,this.isDisabled()?this.up():this.render())}down(){let e=this.choices.length,t=this.visible.length,i=this.index;return this.options.scroll===!1&&i===t-1?this.alert():e>t&&i===t-1?this.scrollDown():(this.index=(i+1)%e,this.isDisabled()?this.down():this.render())}scrollUp(e=0){return this.choices=UGe(this.choices),this.index=e,this.isDisabled()?this.up():this.render()}scrollDown(e=this.visible.length-1){return this.choices=KGe(this.choices),this.index=e,this.isDisabled()?this.down():this.render()}async shiftUp(){if(this.options.sort===!0){this.sorting=!0,this.swap(this.index-1),await this.up(),this.sorting=!1;return}return this.scrollUp(this.index)}async shiftDown(){if(this.options.sort===!0){this.sorting=!0,this.swap(this.index+1),await this.down(),this.sorting=!1;return}return this.scrollDown(this.index)}pageUp(){return this.visible.length<=1?this.alert():(this.limit=Math.max(this.limit-1,0),this.index=Math.min(this.limit-1,this.index),this._limit=this.limit,this.isDisabled()?this.up():this.render())}pageDown(){return this.visible.length>=this.choices.length?this.alert():(this.index=Math.max(0,this.index),this.limit=Math.min(this.limit+1,this.choices.length),this._limit=this.limit,this.isDisabled()?this.down():this.render())}swap(e){HGe(this.choices,this.index,e)}isDisabled(e=this.focused){return e&&["disabled","collapsed","hidden","completing","readonly"].some(i=>e[i]===!0)?!0:e&&e.role==="heading"}isEnabled(e=this.focused){if(Array.isArray(e))return e.every(t=>this.isEnabled(t));if(e.choices){let t=e.choices.filter(i=>!this.isDisabled(i));return e.enabled&&t.every(i=>this.isEnabled(i))}return e.enabled&&!this.isDisabled(e)}isChoice(e,t){return e.name===t||e.index===Number(t)}isSelected(e){return Array.isArray(this.initial)?this.initial.some(t=>this.isChoice(e,t)):this.isChoice(e,this.initial)}map(e=[],t="value"){return[].concat(e||[]).reduce((i,n)=>(i[n]=this.find(n,t),i),{})}filter(e,t){let i=(a,l)=>[a.name,l].includes(e),n=typeof e=="function"?e:i,o=(this.options.multiple?this.state._choices:this.choices).filter(n);return t?o.map(a=>a[t]):o}find(e,t){if(Aie(e))return t?e[t]:e;let i=(o,a)=>[o.name,a].includes(e),n=typeof e=="function"?e:i,s=this.choices.find(n);if(s)return t?s[t]:s}findIndex(e){return this.choices.indexOf(this.find(e))}async submit(){let e=this.focused;if(!e)return this.alert();if(e.newChoice)return e.input?(e.updateChoice(),this.render()):this.alert();if(this.choices.some(o=>o.newChoice))return this.alert();let{reorder:t,sort:i}=this.options,n=this.multiple===!0,s=this.selected;return s===void 0?this.alert():(Array.isArray(s)&&t!==!1&&i!==!0&&(s=K0.reorder(s)),this.value=n?s.map(o=>o.name):s.name,super.submit())}set choices(e=[]){this.state._choices=this.state._choices||[],this.state.choices=e;for(let t of e)this.state._choices.some(i=>i.name===t.name)||this.state._choices.push(t);if(!this._initial&&this.options.initial){this._initial=!0;let t=this.initial;if(typeof t=="string"||typeof t=="number"){let i=this.find(t);i&&(this.initial=i.index,this.focus(i,!0))}}}get choices(){return cie(this,this.state.choices||[])}set visible(e){this.state.visible=e}get visible(){return(this.state.visible||this.choices).slice(0,this.limit)}set limit(e){this.state.limit=e}get limit(){let{state:e,options:t,choices:i}=this,n=e.limit||this._limit||t.limit||i.length;return Math.min(n,this.height)}set value(e){super.value=e}get value(){return typeof super.value!="string"&&super.value===this.initial?this.input:super.value}set index(e){this.state.index=e}get index(){return Math.max(0,this.state?this.state.index:0)}get enabled(){return this.filter(this.isEnabled.bind(this))}get focused(){let e=this.choices[this.index];return e&&this.state.submitted&&this.multiple!==!0&&(e.enabled=!0),e}get selectable(){return this.choices.filter(e=>!this.isDisabled(e))}get selected(){return this.multiple?this.enabled:this.focused}};function cie(r,e){if(e instanceof Promise)return e;if(typeof e=="function"){if(K0.isAsyncFn(e))return e;e=e.call(r,r)}for(let t of e){if(Array.isArray(t.choices)){let i=t.choices.filter(n=>!r.isDisabled(n));t.enabled=i.every(n=>n.enabled===!0)}r.isDisabled(t)===!0&&delete t.enabled}return e}aie.exports=lie});var Ll=w((xft,uie)=>{"use strict";var jGe=JC(),eN=Xi(),gie=class extends jGe{constructor(e){super(e);this.emptyError=this.options.emptyError||"No items were selected"}async dispatch(e,t){if(this.multiple)return this[t.name]?await this[t.name](e,t):await super.dispatch(e,t);this.alert()}separator(){if(this.options.separator)return super.separator();let e=this.styles.muted(this.symbols.ellipsis);return this.state.submitted?super.separator():e}pointer(e,t){return!this.multiple||this.options.pointer?super.pointer(e,t):""}indicator(e,t){return this.multiple?super.indicator(e,t):""}choiceMessage(e,t){let i=this.resolve(e.message,this.state,e,t);return e.role==="heading"&&!eN.hasColor(i)&&(i=this.styles.strong(i)),this.resolve(i,this.state,e,t)}choiceSeparator(){return":"}async renderChoice(e,t){await this.onChoice(e,t);let i=this.index===t,n=await this.pointer(e,t),s=await this.indicator(e,t)+(e.pad||""),o=await this.resolve(e.hint,this.state,e,t);o&&!eN.hasColor(o)&&(o=this.styles.muted(o));let a=this.indent(e),l=await this.choiceMessage(e,t),c=()=>[this.margin[3],a+n+s,l,this.margin[1],o].filter(Boolean).join(" ");return e.role==="heading"?c():e.disabled?(eN.hasColor(l)||(l=this.styles.disabled(l)),c()):(i&&(l=this.styles.em(l)),c())}async renderChoices(){if(this.state.loading==="choices")return this.styles.warning("Loading choices");if(this.state.submitted)return"";let e=this.visible.map(async(s,o)=>await this.renderChoice(s,o)),t=await Promise.all(e);t.length||t.push(this.styles.danger("No matching choices"));let i=this.margin[0]+t.join(` +`),n;return this.options.choicesHeader&&(n=await this.resolve(this.options.choicesHeader,this.state)),[n,i].filter(Boolean).join(` +`)}format(){return!this.state.submitted||this.state.cancelled?"":Array.isArray(this.selected)?this.selected.map(e=>this.styles.primary(e.name)).join(", "):this.styles.primary(this.selected.name)}async render(){let{submitted:e,size:t}=this.state,i="",n=await this.header(),s=await this.prefix(),o=await this.separator(),a=await this.message();this.options.promptLine!==!1&&(i=[s,a,o,""].join(" "),this.state.prompt=i);let l=await this.format(),c=await this.error()||await this.hint(),u=await this.renderChoices(),g=await this.footer();l&&(i+=l),c&&!i.includes(c)&&(i+=" "+c),e&&!l&&!u.trim()&&this.multiple&&this.emptyError!=null&&(i+=this.styles.danger(this.emptyError)),this.clear(t),this.write([n,i,u,g].filter(Boolean).join(` +`)),this.write(this.margin[2]),this.restore()}};uie.exports=gie});var pie=w((Pft,fie)=>{"use strict";var GGe=Ll(),YGe=(r,e)=>{let t=r.toLowerCase();return i=>{let s=i.toLowerCase().indexOf(t),o=e(i.slice(s,s+t.length));return s>=0?i.slice(0,s)+o+i.slice(s+t.length):i}},hie=class extends GGe{constructor(e){super(e);this.cursorShow()}moveCursor(e){this.state.cursor+=e}dispatch(e){return this.append(e)}space(e){return this.options.multiple?super.space(e):this.append(e)}append(e){let{cursor:t,input:i}=this.state;return this.input=i.slice(0,t)+e+i.slice(t),this.moveCursor(1),this.complete()}delete(){let{cursor:e,input:t}=this.state;return t?(this.input=t.slice(0,e-1)+t.slice(e),this.moveCursor(-1),this.complete()):this.alert()}deleteForward(){let{cursor:e,input:t}=this.state;return t[e]===void 0?this.alert():(this.input=`${t}`.slice(0,e)+`${t}`.slice(e+1),this.complete())}number(e){return this.append(e)}async complete(){this.completing=!0,this.choices=await this.suggest(this.input,this.state._choices),this.state.limit=void 0,this.index=Math.min(Math.max(this.visible.length-1,0),this.index),await this.render(),this.completing=!1}suggest(e=this.input,t=this.state._choices){if(typeof this.options.suggest=="function")return this.options.suggest.call(this,e,t);let i=e.toLowerCase();return t.filter(n=>n.message.toLowerCase().includes(i))}pointer(){return""}format(){if(!this.focused)return this.input;if(this.options.multiple&&this.state.submitted)return this.selected.map(e=>this.styles.primary(e.message)).join(", ");if(this.state.submitted){let e=this.value=this.input=this.focused.value;return this.styles.primary(e)}return this.input}async render(){if(this.state.status!=="pending")return super.render();let e=this.options.highlight?this.options.highlight.bind(this):this.styles.placeholder,t=YGe(this.input,e),i=this.choices;this.choices=i.map(n=>te(N({},n),{message:t(n.message)})),await super.render(),this.choices=i}submit(){return this.options.multiple&&(this.value=this.selected.map(e=>e.name)),super.submit()}};fie.exports=hie});var rN=w((Dft,die)=>{"use strict";var tN=Xi();die.exports=(r,e={})=>{r.cursorHide();let{input:t="",initial:i="",pos:n,showCursor:s=!0,color:o}=e,a=o||r.styles.placeholder,l=tN.inverse(r.styles.primary),c=m=>l(r.styles.black(m)),u=t,g=" ",f=c(g);if(r.blink&&r.blink.off===!0&&(c=m=>m,f=""),s&&n===0&&i===""&&t==="")return c(g);if(s&&n===0&&(t===i||t===""))return c(i[0])+a(i.slice(1));i=tN.isPrimitive(i)?`${i}`:"",t=tN.isPrimitive(t)?`${t}`:"";let h=i&&i.startsWith(t)&&i!==t,p=h?c(i[t.length]):f;if(n!==t.length&&s===!0&&(u=t.slice(0,n)+c(t[n])+t.slice(n+1),p=""),s===!1&&(p=""),h){let m=r.styles.unstyle(u+p);return u+p+a(i.slice(m.length))}return u+p}});var H0=w((Rft,Cie)=>{"use strict";var qGe=yo(),JGe=Ll(),WGe=rN(),mie=class extends JGe{constructor(e){super(te(N({},e),{multiple:!0}));this.type="form",this.initial=this.options.initial,this.align=[this.options.align,"right"].find(t=>t!=null),this.emptyError="",this.values={}}async reset(e){return await super.reset(),e===!0&&(this._index=this.index),this.index=this._index,this.values={},this.choices.forEach(t=>t.reset&&t.reset()),this.render()}dispatch(e){return!!e&&this.append(e)}append(e){let t=this.focused;if(!t)return this.alert();let{cursor:i,input:n}=t;return t.value=t.input=n.slice(0,i)+e+n.slice(i),t.cursor++,this.render()}delete(){let e=this.focused;if(!e||e.cursor<=0)return this.alert();let{cursor:t,input:i}=e;return e.value=e.input=i.slice(0,t-1)+i.slice(t),e.cursor--,this.render()}deleteForward(){let e=this.focused;if(!e)return this.alert();let{cursor:t,input:i}=e;if(i[t]===void 0)return this.alert();let n=`${i}`.slice(0,t)+`${i}`.slice(t+1);return e.value=e.input=n,this.render()}right(){let e=this.focused;return e?e.cursor>=e.input.length?this.alert():(e.cursor++,this.render()):this.alert()}left(){let e=this.focused;return e?e.cursor<=0?this.alert():(e.cursor--,this.render()):this.alert()}space(e,t){return this.dispatch(e,t)}number(e,t){return this.dispatch(e,t)}next(){let e=this.focused;if(!e)return this.alert();let{initial:t,input:i}=e;return t&&t.startsWith(i)&&i!==t?(e.value=e.input=t,e.cursor=e.value.length,this.render()):super.next()}prev(){let e=this.focused;return e?e.cursor===0?super.prev():(e.value=e.input="",e.cursor=0,this.render()):this.alert()}separator(){return""}format(e){return this.state.submitted?"":super.format(e)}pointer(){return""}indicator(e){return e.input?"\u29BF":"\u2299"}async choiceSeparator(e,t){let i=await this.resolve(e.separator,this.state,e,t)||":";return i?" "+this.styles.disabled(i):""}async renderChoice(e,t){await this.onChoice(e,t);let{state:i,styles:n}=this,{cursor:s,initial:o="",name:a,hint:l,input:c=""}=e,{muted:u,submitted:g,primary:f,danger:h}=n,p=l,m=this.index===t,y=e.validate||(()=>!0),b=await this.choiceSeparator(e,t),v=e.message;this.align==="right"&&(v=v.padStart(this.longest+1," ")),this.align==="left"&&(v=v.padEnd(this.longest+1," "));let k=this.values[a]=c||o,T=c?"success":"dark";await y.call(e,k,this.state)!==!0&&(T="danger");let q=n[T](await this.indicator(e,t))+(e.pad||""),$=this.indent(e),z=()=>[$,q,v+b,c,p].filter(Boolean).join(" ");if(i.submitted)return v=qGe.unstyle(v),c=g(c),p="",z();if(e.format)c=await e.format.call(this,c,e,t);else{let ne=this.styles.muted;c=WGe(this,{input:c,initial:o,pos:s,showCursor:m,color:ne})}return this.isValue(c)||(c=this.styles.muted(this.symbols.ellipsis)),e.result&&(this.values[a]=await e.result.call(this,k,e,t)),m&&(v=f(v)),e.error?c+=(c?" ":"")+h(e.error.trim()):e.hint&&(c+=(c?" ":"")+u(e.hint.trim())),z()}async submit(){return this.value=this.values,super.base.submit.call(this)}};Cie.exports=mie});var iN=w((Fft,Eie)=>{"use strict";var zGe=H0(),_Ge=()=>{throw new Error("expected prompt to have a custom authenticate method")},Iie=(r=_Ge)=>{class e extends zGe{constructor(i){super(i)}async submit(){this.value=await r.call(this,this.values,this.state),super.base.submit.call(this)}static create(i){return Iie(i)}}return e};Eie.exports=Iie()});var Bie=w((Nft,yie)=>{"use strict";var VGe=iN();function XGe(r,e){return r.username===this.options.username&&r.password===this.options.password}var wie=(r=XGe)=>{let e=[{name:"username",message:"username"},{name:"password",message:"password",format(i){return this.options.showPassword?i:(this.state.submitted?this.styles.primary:this.styles.muted)(this.symbols.asterisk.repeat(i.length))}}];class t extends VGe.create(r){constructor(n){super(te(N({},n),{choices:e}))}static create(n){return wie(n)}}return t};yie.exports=wie()});var j0=w((Lft,bie)=>{"use strict";var ZGe=Vf(),{isPrimitive:$Ge,hasColor:eYe}=Xi(),Qie=class extends ZGe{constructor(e){super(e);this.cursorHide()}async initialize(){let e=await this.resolve(this.initial,this.state);this.input=await this.cast(e),await super.initialize()}dispatch(e){return this.isValue(e)?(this.input=e,this.submit()):this.alert()}format(e){let{styles:t,state:i}=this;return i.submitted?t.success(e):t.primary(e)}cast(e){return this.isTrue(e)}isTrue(e){return/^[ty1]/i.test(e)}isFalse(e){return/^[fn0]/i.test(e)}isValue(e){return $Ge(e)&&(this.isTrue(e)||this.isFalse(e))}async hint(){if(this.state.status==="pending"){let e=await this.element("hint");return eYe(e)?e:this.styles.muted(e)}}async render(){let{input:e,size:t}=this.state,i=await this.prefix(),n=await this.separator(),s=await this.message(),o=this.styles.muted(this.default),a=[i,s,o,n].filter(Boolean).join(" ");this.state.prompt=a;let l=await this.header(),c=this.value=this.cast(e),u=await this.format(c),g=await this.error()||await this.hint(),f=await this.footer();g&&!a.includes(g)&&(u+=" "+g),a+=" "+u,this.clear(t),this.write([l,a,f].filter(Boolean).join(` +`)),this.restore()}set value(e){super.value=e}get value(){return this.cast(super.value)}};bie.exports=Qie});var kie=w((Tft,Sie)=>{"use strict";var tYe=j0(),vie=class extends tYe{constructor(e){super(e);this.default=this.options.default||(this.initial?"(Y/n)":"(y/N)")}};Sie.exports=vie});var Die=w((Oft,xie)=>{"use strict";var rYe=Ll(),iYe=H0(),Xf=iYe.prototype,Pie=class extends rYe{constructor(e){super(te(N({},e),{multiple:!0}));this.align=[this.options.align,"left"].find(t=>t!=null),this.emptyError="",this.values={}}dispatch(e,t){let i=this.focused,n=i.parent||{};return!i.editable&&!n.editable&&(e==="a"||e==="i")?super[e]():Xf.dispatch.call(this,e,t)}append(e,t){return Xf.append.call(this,e,t)}delete(e,t){return Xf.delete.call(this,e,t)}space(e){return this.focused.editable?this.append(e):super.space()}number(e){return this.focused.editable?this.append(e):super.number(e)}next(){return this.focused.editable?Xf.next.call(this):super.next()}prev(){return this.focused.editable?Xf.prev.call(this):super.prev()}async indicator(e,t){let i=e.indicator||"",n=e.editable?i:super.indicator(e,t);return await this.resolve(n,this.state,e,t)||""}indent(e){return e.role==="heading"?"":e.editable?" ":" "}async renderChoice(e,t){return e.indent="",e.editable?Xf.renderChoice.call(this,e,t):super.renderChoice(e,t)}error(){return""}footer(){return this.state.error}async validate(){let e=!0;for(let t of this.choices){if(typeof t.validate!="function"||t.role==="heading")continue;let i=t.parent?this.value[t.parent.name]:this.value;if(t.editable?i=t.value===t.name?t.initial||"":t.value:this.isDisabled(t)||(i=t.enabled===!0),e=await t.validate(i,this.state),e!==!0)break}return e!==!0&&(this.state.error=typeof e=="string"?e:"Invalid Input"),e}submit(){if(this.focused.newChoice===!0)return super.submit();if(this.choices.some(e=>e.newChoice))return this.alert();this.value={};for(let e of this.choices){let t=e.parent?this.value[e.parent.name]:this.value;if(e.role==="heading"){this.value[e.name]={};continue}e.editable?t[e.name]=e.value===e.name?e.initial||"":e.value:this.isDisabled(e)||(t[e.name]=e.enabled===!0)}return this.base.submit.call(this)}};xie.exports=Pie});var Bu=w((Mft,Rie)=>{"use strict";var nYe=Vf(),sYe=rN(),{isPrimitive:oYe}=Xi(),Fie=class extends nYe{constructor(e){super(e);this.initial=oYe(this.initial)?String(this.initial):"",this.initial&&this.cursorHide(),this.state.prevCursor=0,this.state.clipboard=[]}async keypress(e,t={}){let i=this.state.prevKeypress;return this.state.prevKeypress=t,this.options.multiline===!0&&t.name==="return"&&(!i||i.name!=="return")?this.append(` +`,t):super.keypress(e,t)}moveCursor(e){this.cursor+=e}reset(){return this.input=this.value="",this.cursor=0,this.render()}dispatch(e,t){if(!e||t.ctrl||t.code)return this.alert();this.append(e)}append(e){let{cursor:t,input:i}=this.state;this.input=`${i}`.slice(0,t)+e+`${i}`.slice(t),this.moveCursor(String(e).length),this.render()}insert(e){this.append(e)}delete(){let{cursor:e,input:t}=this.state;if(e<=0)return this.alert();this.input=`${t}`.slice(0,e-1)+`${t}`.slice(e),this.moveCursor(-1),this.render()}deleteForward(){let{cursor:e,input:t}=this.state;if(t[e]===void 0)return this.alert();this.input=`${t}`.slice(0,e)+`${t}`.slice(e+1),this.render()}cutForward(){let e=this.cursor;if(this.input.length<=e)return this.alert();this.state.clipboard.push(this.input.slice(e)),this.input=this.input.slice(0,e),this.render()}cutLeft(){let e=this.cursor;if(e===0)return this.alert();let t=this.input.slice(0,e),i=this.input.slice(e),n=t.split(" ");this.state.clipboard.push(n.pop()),this.input=n.join(" "),this.cursor=this.input.length,this.input+=i,this.render()}paste(){if(!this.state.clipboard.length)return this.alert();this.insert(this.state.clipboard.pop()),this.render()}toggleCursor(){this.state.prevCursor?(this.cursor=this.state.prevCursor,this.state.prevCursor=0):(this.state.prevCursor=this.cursor,this.cursor=0),this.render()}first(){this.cursor=0,this.render()}last(){this.cursor=this.input.length-1,this.render()}next(){let e=this.initial!=null?String(this.initial):"";if(!e||!e.startsWith(this.input))return this.alert();this.input=this.initial,this.cursor=this.initial.length,this.render()}prev(){if(!this.input)return this.alert();this.reset()}backward(){return this.left()}forward(){return this.right()}right(){return this.cursor>=this.input.length?this.alert():(this.moveCursor(1),this.render())}left(){return this.cursor<=0?this.alert():(this.moveCursor(-1),this.render())}isValue(e){return!!e}async format(e=this.value){let t=await this.resolve(this.initial,this.state);return this.state.submitted?this.styles.submitted(e||t):sYe(this,{input:e,initial:t,pos:this.cursor})}async render(){let e=this.state.size,t=await this.prefix(),i=await this.separator(),n=await this.message(),s=[t,n,i].filter(Boolean).join(" ");this.state.prompt=s;let o=await this.header(),a=await this.format(),l=await this.error()||await this.hint(),c=await this.footer();l&&!a.includes(l)&&(a+=" "+l),s+=" "+a,this.clear(e),this.write([o,s,c].filter(Boolean).join(` +`)),this.restore()}};Rie.exports=Fie});var Lie=w((Uft,Nie)=>{"use strict";var aYe=r=>r.filter((e,t)=>r.lastIndexOf(e)===t),G0=r=>aYe(r).filter(Boolean);Nie.exports=(r,e={},t="")=>{let{past:i=[],present:n=""}=e,s,o;switch(r){case"prev":case"undo":return s=i.slice(0,i.length-1),o=i[i.length-1]||"",{past:G0([t,...s]),present:o};case"next":case"redo":return s=i.slice(1),o=i[0]||"",{past:G0([...s,t]),present:o};case"save":return{past:G0([...i,t]),present:""};case"remove":return o=G0(i.filter(a=>a!==t)),n="",o.length&&(n=o.pop()),{past:o,present:n};default:throw new Error(`Invalid action: "${r}"`)}}});var nN=w((Kft,Tie)=>{"use strict";var AYe=Bu(),Oie=Lie(),Mie=class extends AYe{constructor(e){super(e);let t=this.options.history;if(t&&t.store){let i=t.values||this.initial;this.autosave=!!t.autosave,this.store=t.store,this.data=this.store.get("values")||{past:[],present:i},this.initial=this.data.present||this.data.past[this.data.past.length-1]}}completion(e){return this.store?(this.data=Oie(e,this.data,this.input),this.data.present?(this.input=this.data.present,this.cursor=this.input.length,this.render()):this.alert()):this.alert()}altUp(){return this.completion("prev")}altDown(){return this.completion("next")}prev(){return this.save(),super.prev()}save(){!this.store||(this.data=Oie("save",this.data,this.input),this.store.set("values",this.data))}submit(){return this.store&&this.autosave===!0&&this.save(),super.submit()}};Tie.exports=Mie});var Hie=w((Hft,Uie)=>{"use strict";var lYe=Bu(),Kie=class extends lYe{format(){return""}};Uie.exports=Kie});var Yie=w((jft,jie)=>{"use strict";var cYe=Bu(),Gie=class extends cYe{constructor(e={}){super(e);this.sep=this.options.separator||/, */,this.initial=e.initial||""}split(e=this.value){return e?String(e).split(this.sep):[]}format(){let e=this.state.submitted?this.styles.primary:t=>t;return this.list.map(e).join(", ")}async submit(e){let t=this.state.error||await this.validate(this.list,this.state);return t!==!0?(this.state.error=t,super.submit()):(this.value=this.list,super.submit())}get list(){return this.split()}};jie.exports=Gie});var Wie=w((Gft,qie)=>{"use strict";var uYe=Ll(),Jie=class extends uYe{constructor(e){super(te(N({},e),{multiple:!0}))}};qie.exports=Jie});var sN=w((Yft,zie)=>{"use strict";var gYe=Bu(),_ie=class extends gYe{constructor(e={}){super(N({style:"number"},e));this.min=this.isValue(e.min)?this.toNumber(e.min):-Infinity,this.max=this.isValue(e.max)?this.toNumber(e.max):Infinity,this.delay=e.delay!=null?e.delay:1e3,this.float=e.float!==!1,this.round=e.round===!0||e.float===!1,this.major=e.major||10,this.minor=e.minor||1,this.initial=e.initial!=null?e.initial:"",this.input=String(this.initial),this.cursor=this.input.length,this.cursorShow()}append(e){return!/[-+.]/.test(e)||e==="."&&this.input.includes(".")?this.alert("invalid number"):super.append(e)}number(e){return super.append(e)}next(){return this.input&&this.input!==this.initial?this.alert():this.isValue(this.initial)?(this.input=this.initial,this.cursor=String(this.initial).length,this.render()):this.alert()}up(e){let t=e||this.minor,i=this.toNumber(this.input);return i>this.max+t?this.alert():(this.input=`${i+t}`,this.render())}down(e){let t=e||this.minor,i=this.toNumber(this.input);return ithis.isValue(t));return this.value=this.toNumber(e||0),super.submit()}};zie.exports=_ie});var Xie=w((qft,Vie)=>{Vie.exports=sN()});var ene=w((Jft,Zie)=>{"use strict";var fYe=Bu(),$ie=class extends fYe{constructor(e){super(e);this.cursorShow()}format(e=this.input){return this.keypressed?(this.state.submitted?this.styles.primary:this.styles.muted)(this.symbols.asterisk.repeat(e.length)):""}};Zie.exports=$ie});var nne=w((Wft,tne)=>{"use strict";var hYe=yo(),pYe=JC(),rne=Xi(),ine=class extends pYe{constructor(e={}){super(e);this.widths=[].concat(e.messageWidth||50),this.align=[].concat(e.align||"left"),this.linebreak=e.linebreak||!1,this.edgeLength=e.edgeLength||3,this.newline=e.newline||` + `;let t=e.startNumber||1;typeof this.scale=="number"&&(this.scaleKey=!1,this.scale=Array(this.scale).fill(0).map((i,n)=>({name:n+t})))}async reset(){return this.tableized=!1,await super.reset(),this.render()}tableize(){if(this.tableized===!0)return;this.tableized=!0;let e=0;for(let t of this.choices){e=Math.max(e,t.message.length),t.scaleIndex=t.initial||2,t.scale=[];for(let i=0;i=this.scale.length-1?this.alert():(e.scaleIndex++,this.render())}left(){let e=this.focused;return e.scaleIndex<=0?this.alert():(e.scaleIndex--,this.render())}indent(){return""}format(){return this.state.submitted?this.choices.map(t=>this.styles.info(t.index)).join(", "):""}pointer(){return""}renderScaleKey(){if(this.scaleKey===!1||this.state.submitted)return"";let e=this.scale.map(i=>` ${i.name} - ${i.message}`);return["",...e].map(i=>this.styles.muted(i)).join(` +`)}renderScaleHeading(e){let t=this.scale.map(l=>l.name);typeof this.options.renderScaleHeading=="function"&&(t=this.options.renderScaleHeading.call(this,e));let i=this.scaleLength-t.join("").length,n=Math.round(i/(t.length-1)),o=t.map(l=>this.styles.strong(l)).join(" ".repeat(n)),a=" ".repeat(this.widths[0]);return this.margin[3]+a+this.margin[1]+o}scaleIndicator(e,t,i){if(typeof this.options.scaleIndicator=="function")return this.options.scaleIndicator.call(this,e,t,i);let n=e.scaleIndex===t.index;return t.disabled?this.styles.hint(this.symbols.radio.disabled):n?this.styles.success(this.symbols.radio.on):this.symbols.radio.off}renderScale(e,t){let i=e.scale.map(s=>this.scaleIndicator(e,s,t)),n=this.term==="Hyper"?"":" ";return i.join(n+this.symbols.line.repeat(this.edgeLength))}async renderChoice(e,t){await this.onChoice(e,t);let i=this.index===t,n=await this.pointer(e,t),s=await e.hint;s&&!rne.hasColor(s)&&(s=this.styles.muted(s));let o=p=>this.margin[3]+p.replace(/\s+$/,"").padEnd(this.widths[0]," "),a=this.newline,l=this.indent(e),c=await this.resolve(e.message,this.state,e,t),u=await this.renderScale(e,t),g=this.margin[1]+this.margin[3];this.scaleLength=hYe.unstyle(u).length,this.widths[0]=Math.min(this.widths[0],this.width-this.scaleLength-g.length);let h=rne.wordWrap(c,{width:this.widths[0],newline:a}).split(` +`).map(p=>o(p)+this.margin[1]);return i&&(u=this.styles.info(u),h=h.map(p=>this.styles.info(p))),h[0]+=u,this.linebreak&&h.push(""),[l+n,h.join(` +`)].filter(Boolean)}async renderChoices(){if(this.state.submitted)return"";this.tableize();let e=this.visible.map(async(n,s)=>await this.renderChoice(n,s)),t=await Promise.all(e),i=await this.renderScaleHeading();return this.margin[0]+[i,...t.map(n=>n.join(" "))].join(` +`)}async render(){let{submitted:e,size:t}=this.state,i=await this.prefix(),n=await this.separator(),s=await this.message(),o="";this.options.promptLine!==!1&&(o=[i,s,n,""].join(" "),this.state.prompt=o);let a=await this.header(),l=await this.format(),c=await this.renderScaleKey(),u=await this.error()||await this.hint(),g=await this.renderChoices(),f=await this.footer(),h=this.emptyError;l&&(o+=l),u&&!o.includes(u)&&(o+=" "+u),e&&!l&&!g.trim()&&this.multiple&&h!=null&&(o+=this.styles.danger(h)),this.clear(t),this.write([a,o,c,g,f].filter(Boolean).join(` +`)),this.state.submitted||this.write(this.margin[2]),this.restore()}submit(){this.value={};for(let e of this.choices)this.value[e.name]=e.scaleIndex;return this.base.submit.call(this)}};tne.exports=ine});var Ane=w((zft,sne)=>{"use strict";var one=yo(),dYe=(r="")=>typeof r=="string"?r.replace(/^['"]|['"]$/g,""):"",ane=class{constructor(e){this.name=e.key,this.field=e.field||{},this.value=dYe(e.initial||this.field.initial||""),this.message=e.message||this.name,this.cursor=0,this.input="",this.lines=[]}},CYe=async(r={},e={},t=i=>i)=>{let i=new Set,n=r.fields||[],s=r.template,o=[],a=[],l=[],c=1;typeof s=="function"&&(s=await s());let u=-1,g=()=>s[++u],f=()=>s[u+1],h=p=>{p.line=c,o.push(p)};for(h({type:"bos",value:""});uT.name===b.key);b.field=n.find(T=>T.name===b.key),k||(k=new ane(b),a.push(k)),k.lines.push(b.line-1);continue}let m=o[o.length-1];m.type==="text"&&m.line===c?m.value+=p:h({type:"text",value:p})}return h({type:"eos",value:""}),{input:s,tabstops:o,unique:i,keys:l,items:a}};sne.exports=async r=>{let e=r.options,t=new Set(e.required===!0?[]:e.required||[]),i=N(N({},e.values),e.initial),{tabstops:n,items:s,keys:o}=await CYe(e,i),a=oN("result",r,e),l=oN("format",r,e),c=oN("validate",r,e,!0),u=r.isValue.bind(r);return async(g={},f=!1)=>{let h=0;g.required=t,g.items=s,g.keys=o,g.output="";let p=async(v,k,T,Y)=>{let q=await c(v,k,T,Y);return q===!1?"Invalid field "+T.name:q};for(let v of n){let k=v.value,T=v.key;if(v.type!=="template"){k&&(g.output+=k);continue}if(v.type==="template"){let Y=s.find(ee=>ee.name===T);e.required===!0&&g.required.add(Y.name);let q=[Y.input,g.values[Y.value],Y.value,k].find(u),z=(Y.field||{}).message||v.inner;if(f){let ee=await p(g.values[T],g,Y,h);if(ee&&typeof ee=="string"||ee===!1){g.invalid.set(T,ee);continue}g.invalid.delete(T);let A=await a(g.values[T],g,Y,h);g.output+=one.unstyle(A);continue}Y.placeholder=!1;let ne=k;k=await l(k,g,Y,h),q!==k?(g.values[T]=q,k=r.styles.typing(q),g.missing.delete(z)):(g.values[T]=void 0,q=`<${z}>`,k=r.styles.primary(q),Y.placeholder=!0,g.required.has(T)&&g.missing.add(z)),g.missing.has(z)&&g.validating&&(k=r.styles.warning(q)),g.invalid.has(T)&&g.validating&&(k=r.styles.danger(q)),h===g.index&&(ne!==k?k=r.styles.underline(k):k=r.styles.heading(one.unstyle(k))),h++}k&&(g.output+=k)}let m=g.output.split(` +`).map(v=>" "+v),y=s.length,b=0;for(let v of s)g.invalid.has(v.name)&&v.lines.forEach(k=>{m[k][0]===" "&&(m[k]=g.styles.danger(g.symbols.bullet)+m[k].slice(1))}),r.isValue(g.values[v.name])&&b++;return g.completed=(b/y*100).toFixed(0),g.output=m.join(` +`),g.output}};function oN(r,e,t,i){return(n,s,o,a)=>typeof o.field[r]=="function"?o.field[r].call(e,n,s,o,a):[i,n].find(l=>e.isValue(l))}});var une=w((_ft,lne)=>{"use strict";var mYe=yo(),EYe=Ane(),IYe=Vf(),cne=class extends IYe{constructor(e){super(e);this.cursorHide(),this.reset(!0)}async initialize(){this.interpolate=await EYe(this),await super.initialize()}async reset(e){this.state.keys=[],this.state.invalid=new Map,this.state.missing=new Set,this.state.completed=0,this.state.values={},e!==!0&&(await this.initialize(),await this.render())}moveCursor(e){let t=this.getItem();this.cursor+=e,t.cursor+=e}dispatch(e,t){if(!t.code&&!t.ctrl&&e!=null&&this.getItem()){this.append(e,t);return}this.alert()}append(e,t){let i=this.getItem(),n=i.input.slice(0,this.cursor),s=i.input.slice(this.cursor);this.input=i.input=`${n}${e}${s}`,this.moveCursor(1),this.render()}delete(){let e=this.getItem();if(this.cursor<=0||!e.input)return this.alert();let t=e.input.slice(this.cursor),i=e.input.slice(0,this.cursor-1);this.input=e.input=`${i}${t}`,this.moveCursor(-1),this.render()}increment(e){return e>=this.state.keys.length-1?0:e+1}decrement(e){return e<=0?this.state.keys.length-1:e-1}first(){this.state.index=0,this.render()}last(){this.state.index=this.state.keys.length-1,this.render()}right(){if(this.cursor>=this.input.length)return this.alert();this.moveCursor(1),this.render()}left(){if(this.cursor<=0)return this.alert();this.moveCursor(-1),this.render()}prev(){this.state.index=this.decrement(this.state.index),this.getItem(),this.render()}next(){this.state.index=this.increment(this.state.index),this.getItem(),this.render()}up(){this.prev()}down(){this.next()}format(e){let t=this.state.completed<100?this.styles.warning:this.styles.success;return this.state.submitted===!0&&this.state.completed!==100&&(t=this.styles.danger),t(`${this.state.completed}% completed`)}async render(){let{index:e,keys:t=[],submitted:i,size:n}=this.state,s=[this.options.newline,` +`].find(v=>v!=null),o=await this.prefix(),a=await this.separator(),l=await this.message(),c=[o,l,a].filter(Boolean).join(" ");this.state.prompt=c;let u=await this.header(),g=await this.error()||"",f=await this.hint()||"",h=i?"":await this.interpolate(this.state),p=this.state.key=t[e]||"",m=await this.format(p),y=await this.footer();m&&(c+=" "+m),f&&!m&&this.state.completed===0&&(c+=" "+f),this.clear(n);let b=[u,c,h,y,g.trim()];this.write(b.filter(Boolean).join(s)),this.restore()}getItem(e){let{items:t,keys:i,index:n}=this.state,s=t.find(o=>o.name===i[n]);return s&&s.input!=null&&(this.input=s.input,this.cursor=s.cursor),s}async submit(){typeof this.interpolate!="function"&&await this.initialize(),await this.interpolate(this.state,!0);let{invalid:e,missing:t,output:i,values:n}=this.state;if(e.size){let a="";for(let[l,c]of e)a+=`Invalid ${l}: ${c} +`;return this.state.error=a,super.submit()}if(t.size)return this.state.error="Required: "+[...t.keys()].join(", "),super.submit();let o=mYe.unstyle(i).split(` +`).map(a=>a.slice(1)).join(` +`);return this.value={values:n,result:o},super.submit()}};lne.exports=cne});var hne=w((Vft,gne)=>{"use strict";var yYe="(Use + to sort)",wYe=Ll(),fne=class extends wYe{constructor(e){super(te(N({},e),{reorder:!1,sort:!0,multiple:!0}));this.state.hint=[this.options.hint,yYe].find(this.isValue.bind(this))}indicator(){return""}async renderChoice(e,t){let i=await super.renderChoice(e,t),n=this.symbols.identicalTo+" ",s=this.index===t&&this.sorting?this.styles.muted(n):" ";return this.options.drag===!1&&(s=""),this.options.numbered===!0?s+`${t+1} - `+i:s+i}get selected(){return this.choices}submit(){return this.value=this.choices.map(e=>e.value),super.submit()}};gne.exports=fne});var Cne=w((Xft,pne)=>{"use strict";var BYe=JC(),dne=class extends BYe{constructor(e={}){super(e);if(this.emptyError=e.emptyError||"No items were selected",this.term=process.env.TERM_PROGRAM,!this.options.header){let t=["","4 - Strongly Agree","3 - Agree","2 - Neutral","1 - Disagree","0 - Strongly Disagree",""];t=t.map(i=>this.styles.muted(i)),this.state.header=t.join(` + `)}}async toChoices(...e){if(this.createdScales)return!1;this.createdScales=!0;let t=await super.toChoices(...e);for(let i of t)i.scale=bYe(5,this.options),i.scaleIdx=2;return t}dispatch(){this.alert()}space(){let e=this.focused,t=e.scale[e.scaleIdx],i=t.selected;return e.scale.forEach(n=>n.selected=!1),t.selected=!i,this.render()}indicator(){return""}pointer(){return""}separator(){return this.styles.muted(this.symbols.ellipsis)}right(){let e=this.focused;return e.scaleIdx>=e.scale.length-1?this.alert():(e.scaleIdx++,this.render())}left(){let e=this.focused;return e.scaleIdx<=0?this.alert():(e.scaleIdx--,this.render())}indent(){return" "}async renderChoice(e,t){await this.onChoice(e,t);let i=this.index===t,n=this.term==="Hyper",s=n?9:8,o=n?"":" 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s="";try{s=this.readFileSync(e,"utf8")}catch(a){}let o=i?oc(s,t):t;s!==o&&this.writeFileSync(e,o,{mode:n})}async movePromise(e,t){try{await this.renamePromise(e,t)}catch(i){if(i.code==="EXDEV")await this.copyPromise(t,e),await this.removePromise(e);else throw i}}moveSync(e,t){try{this.renameSync(e,t)}catch(i){if(i.code==="EXDEV")this.copySync(t,e),this.removeSync(e);else throw i}}async lockPromise(e,t){let i=`${e}.flock`,n=1e3/60,s=Date.now(),o=null,a=async()=>{let l;try{[l]=await this.readJsonPromise(i)}catch(c){return Date.now()-s<500}try{return process.kill(l,0),!0}catch(c){return!1}};for(;o===null;)try{o=await this.openPromise(i,"wx")}catch(l){if(l.code==="EEXIST"){if(!await a())try{await this.unlinkPromise(i);continue}catch(c){}if(Date.now()-s<60*1e3)await new Promise(c=>setTimeout(c,n));else throw new Error(`Couldn't acquire a lock in a reasonable time (via ${i})`)}else throw l}await this.writePromise(o,JSON.stringify([process.pid]));try{return await t()}finally{try{await this.closePromise(o),await this.unlinkPromise(i)}catch(l){}}}async readJsonPromise(e){let t=await this.readFilePromise(e,"utf8");try{return JSON.parse(t)}catch(i){throw i.message+=` (in ${e})`,i}}readJsonSync(e){let t=this.readFileSync(e,"utf8");try{return JSON.parse(t)}catch(i){throw i.message+=` (in ${e})`,i}}async writeJsonPromise(e,t){return await this.writeFilePromise(e,`${JSON.stringify(t,null,2)} +`)}writeJsonSync(e,t){return this.writeFileSync(e,`${JSON.stringify(t,null,2)} +`)}async preserveTimePromise(e,t){let i=await this.lstatPromise(e),n=await t();typeof n!="undefined"&&(e=n),this.lutimesPromise?await this.lutimesPromise(e,i.atime,i.mtime):i.isSymbolicLink()||await this.utimesPromise(e,i.atime,i.mtime)}async preserveTimeSync(e,t){let i=this.lstatSync(e),n=t();typeof n!="undefined"&&(e=n),this.lutimesSync?this.lutimesSync(e,i.atime,i.mtime):i.isSymbolicLink()||this.utimesSync(e,i.atime,i.mtime)}},ac=class extends qA{constructor(){super(x)}};function Sge(r){let e=r.match(/\r?\n/g);if(e===null)return ZO.EOL;let t=e.filter(n=>n===`\r +`).length,i=e.length-t;return t>i?`\r +`:` +`}function oc(r,e){return e.replace(/\r?\n/g,Sge(r))}var _u=ge(require("fs")),uQ=ge(require("stream")),rM=ge(require("util")),gQ=ge(require("zlib"));var $O=ge(require("fs"));var ar=class extends ac{constructor(e=$O.default){super();this.realFs=e,typeof this.realFs.lutimes!="undefined"&&(this.lutimesPromise=this.lutimesPromiseImpl,this.lutimesSync=this.lutimesSyncImpl)}getExtractHint(){return!1}getRealPath(){return Me.root}resolve(e){return x.resolve(e)}async openPromise(e,t,i){return await new Promise((n,s)=>{this.realFs.open(H.fromPortablePath(e),t,i,this.makeCallback(n,s))})}openSync(e,t,i){return this.realFs.openSync(H.fromPortablePath(e),t,i)}async opendirPromise(e,t){return await new Promise((i,n)=>{typeof t!="undefined"?this.realFs.opendir(H.fromPortablePath(e),t,this.makeCallback(i,n)):this.realFs.opendir(H.fromPortablePath(e),this.makeCallback(i,n))}).then(i=>Object.defineProperty(i,"path",{value:e,configurable:!0,writable:!0}))}opendirSync(e,t){let i=typeof t!="undefined"?this.realFs.opendirSync(H.fromPortablePath(e),t):this.realFs.opendirSync(H.fromPortablePath(e));return Object.defineProperty(i,"path",{value:e,configurable:!0,writable:!0})}async readPromise(e,t,i=0,n=0,s=-1){return await new Promise((o,a)=>{this.realFs.read(e,t,i,n,s,(l,c)=>{l?a(l):o(c)})})}readSync(e,t,i,n,s){return this.realFs.readSync(e,t,i,n,s)}async writePromise(e,t,i,n,s){return await new Promise((o,a)=>typeof t=="string"?this.realFs.write(e,t,i,this.makeCallback(o,a)):this.realFs.write(e,t,i,n,s,this.makeCallback(o,a)))}writeSync(e,t,i,n,s){return typeof t=="string"?this.realFs.writeSync(e,t,i):this.realFs.writeSync(e,t,i,n,s)}async closePromise(e){await new Promise((t,i)=>{this.realFs.close(e,this.makeCallback(t,i))})}closeSync(e){this.realFs.closeSync(e)}createReadStream(e,t){let i=e!==null?H.fromPortablePath(e):e;return this.realFs.createReadStream(i,t)}createWriteStream(e,t){let i=e!==null?H.fromPortablePath(e):e;return this.realFs.createWriteStream(i,t)}async realpathPromise(e){return await new Promise((t,i)=>{this.realFs.realpath(H.fromPortablePath(e),{},this.makeCallback(t,i))}).then(t=>H.toPortablePath(t))}realpathSync(e){return H.toPortablePath(this.realFs.realpathSync(H.fromPortablePath(e),{}))}async existsPromise(e){return await new Promise(t=>{this.realFs.exists(H.fromPortablePath(e),t)})}accessSync(e,t){return this.realFs.accessSync(H.fromPortablePath(e),t)}async accessPromise(e,t){return await new Promise((i,n)=>{this.realFs.access(H.fromPortablePath(e),t,this.makeCallback(i,n))})}existsSync(e){return this.realFs.existsSync(H.fromPortablePath(e))}async statPromise(e,t){return await new Promise((i,n)=>{t?this.realFs.stat(H.fromPortablePath(e),t,this.makeCallback(i,n)):this.realFs.stat(H.fromPortablePath(e),this.makeCallback(i,n))})}statSync(e,t){return t?this.realFs.statSync(H.fromPortablePath(e),t):this.realFs.statSync(H.fromPortablePath(e))}async fstatPromise(e,t){return await new Promise((i,n)=>{t?this.realFs.fstat(e,t,this.makeCallback(i,n)):this.realFs.fstat(e,this.makeCallback(i,n))})}fstatSync(e,t){return t?this.realFs.fstatSync(e,t):this.realFs.fstatSync(e)}async lstatPromise(e,t){return await new Promise((i,n)=>{t?this.realFs.lstat(H.fromPortablePath(e),t,this.makeCallback(i,n)):this.realFs.lstat(H.fromPortablePath(e),this.makeCallback(i,n))})}lstatSync(e,t){return t?this.realFs.lstatSync(H.fromPortablePath(e),t):this.realFs.lstatSync(H.fromPortablePath(e))}async fchmodPromise(e,t){return await new Promise((i,n)=>{this.realFs.fchmod(e,t,this.makeCallback(i,n))})}fchmodSync(e,t){return this.realFs.fchmodSync(e,t)}async chmodPromise(e,t){return await new Promise((i,n)=>{this.realFs.chmod(H.fromPortablePath(e),t,this.makeCallback(i,n))})}chmodSync(e,t){return this.realFs.chmodSync(H.fromPortablePath(e),t)}async chownPromise(e,t,i){return await new Promise((n,s)=>{this.realFs.chown(H.fromPortablePath(e),t,i,this.makeCallback(n,s))})}chownSync(e,t,i){return this.realFs.chownSync(H.fromPortablePath(e),t,i)}async renamePromise(e,t){return await new Promise((i,n)=>{this.realFs.rename(H.fromPortablePath(e),H.fromPortablePath(t),this.makeCallback(i,n))})}renameSync(e,t){return this.realFs.renameSync(H.fromPortablePath(e),H.fromPortablePath(t))}async copyFilePromise(e,t,i=0){return await new Promise((n,s)=>{this.realFs.copyFile(H.fromPortablePath(e),H.fromPortablePath(t),i,this.makeCallback(n,s))})}copyFileSync(e,t,i=0){return this.realFs.copyFileSync(H.fromPortablePath(e),H.fromPortablePath(t),i)}async appendFilePromise(e,t,i){return await new Promise((n,s)=>{let o=typeof e=="string"?H.fromPortablePath(e):e;i?this.realFs.appendFile(o,t,i,this.makeCallback(n,s)):this.realFs.appendFile(o,t,this.makeCallback(n,s))})}appendFileSync(e,t,i){let n=typeof e=="string"?H.fromPortablePath(e):e;i?this.realFs.appendFileSync(n,t,i):this.realFs.appendFileSync(n,t)}async writeFilePromise(e,t,i){return await new Promise((n,s)=>{let o=typeof e=="string"?H.fromPortablePath(e):e;i?this.realFs.writeFile(o,t,i,this.makeCallback(n,s)):this.realFs.writeFile(o,t,this.makeCallback(n,s))})}writeFileSync(e,t,i){let n=typeof e=="string"?H.fromPortablePath(e):e;i?this.realFs.writeFileSync(n,t,i):this.realFs.writeFileSync(n,t)}async unlinkPromise(e){return await new Promise((t,i)=>{this.realFs.unlink(H.fromPortablePath(e),this.makeCallback(t,i))})}unlinkSync(e){return this.realFs.unlinkSync(H.fromPortablePath(e))}async utimesPromise(e,t,i){return await new Promise((n,s)=>{this.realFs.utimes(H.fromPortablePath(e),t,i,this.makeCallback(n,s))})}utimesSync(e,t,i){this.realFs.utimesSync(H.fromPortablePath(e),t,i)}async lutimesPromiseImpl(e,t,i){let n=this.realFs.lutimes;if(typeof n=="undefined")throw qh("unavailable Node binding",`lutimes '${e}'`);return await new Promise((s,o)=>{n.call(this.realFs,H.fromPortablePath(e),t,i,this.makeCallback(s,o))})}lutimesSyncImpl(e,t,i){let n=this.realFs.lutimesSync;if(typeof n=="undefined")throw qh("unavailable Node binding",`lutimes '${e}'`);n.call(this.realFs,H.fromPortablePath(e),t,i)}async mkdirPromise(e,t){return await new Promise((i,n)=>{this.realFs.mkdir(H.fromPortablePath(e),t,this.makeCallback(i,n))})}mkdirSync(e,t){return this.realFs.mkdirSync(H.fromPortablePath(e),t)}async rmdirPromise(e,t){return await new Promise((i,n)=>{t?this.realFs.rmdir(H.fromPortablePath(e),t,this.makeCallback(i,n)):this.realFs.rmdir(H.fromPortablePath(e),this.makeCallback(i,n))})}rmdirSync(e,t){return this.realFs.rmdirSync(H.fromPortablePath(e),t)}async linkPromise(e,t){return await new Promise((i,n)=>{this.realFs.link(H.fromPortablePath(e),H.fromPortablePath(t),this.makeCallback(i,n))})}linkSync(e,t){return this.realFs.linkSync(H.fromPortablePath(e),H.fromPortablePath(t))}async symlinkPromise(e,t,i){return await new Promise((n,s)=>{this.realFs.symlink(H.fromPortablePath(e.replace(/\/+$/,"")),H.fromPortablePath(t),i,this.makeCallback(n,s))})}symlinkSync(e,t,i){return this.realFs.symlinkSync(H.fromPortablePath(e.replace(/\/+$/,"")),H.fromPortablePath(t),i)}async readFilePromise(e,t){return await new Promise((i,n)=>{let s=typeof e=="string"?H.fromPortablePath(e):e;this.realFs.readFile(s,t,this.makeCallback(i,n))})}readFileSync(e,t){let i=typeof e=="string"?H.fromPortablePath(e):e;return this.realFs.readFileSync(i,t)}async readdirPromise(e,t){return await new Promise((i,n)=>{(t==null?void 0:t.withFileTypes)?this.realFs.readdir(H.fromPortablePath(e),{withFileTypes:!0},this.makeCallback(i,n)):this.realFs.readdir(H.fromPortablePath(e),this.makeCallback(s=>i(s),n))})}readdirSync(e,t){return(t==null?void 0:t.withFileTypes)?this.realFs.readdirSync(H.fromPortablePath(e),{withFileTypes:!0}):this.realFs.readdirSync(H.fromPortablePath(e))}async readlinkPromise(e){return await new Promise((t,i)=>{this.realFs.readlink(H.fromPortablePath(e),this.makeCallback(t,i))}).then(t=>H.toPortablePath(t))}readlinkSync(e){return H.toPortablePath(this.realFs.readlinkSync(H.fromPortablePath(e)))}async truncatePromise(e,t){return await new Promise((i,n)=>{this.realFs.truncate(H.fromPortablePath(e),t,this.makeCallback(i,n))})}truncateSync(e,t){return this.realFs.truncateSync(H.fromPortablePath(e),t)}async ftruncatePromise(e,t){return await new Promise((i,n)=>{this.realFs.ftruncate(e,t,this.makeCallback(i,n))})}ftruncateSync(e,t){return this.realFs.ftruncateSync(e,t)}watch(e,t,i){return this.realFs.watch(H.fromPortablePath(e),t,i)}watchFile(e,t,i){return this.realFs.watchFile(H.fromPortablePath(e),t,i)}unwatchFile(e,t){return this.realFs.unwatchFile(H.fromPortablePath(e),t)}makeCallback(e,t){return(i,n)=>{i?t(i):e(n)}}};var eM=ge(require("events"));var Ac;(function(t){t.Change="change",t.Stop="stop"})(Ac||(Ac={}));var lc;(function(i){i.Ready="ready",i.Running="running",i.Stopped="stopped"})(lc||(lc={}));function tM(r,e){if(r!==e)throw new Error(`Invalid StatWatcher status: expected '${e}', got '${r}'`)}var Wh=class extends eM.EventEmitter{constructor(e,t,{bigint:i=!1}={}){super();this.status=lc.Ready;this.changeListeners=new Map;this.startTimeout=null;this.fakeFs=e,this.path=t,this.bigint=i,this.lastStats=this.stat()}static create(e,t,i){let n=new Wh(e,t,i);return n.start(),n}start(){tM(this.status,lc.Ready),this.status=lc.Running,this.startTimeout=setTimeout(()=>{this.startTimeout=null,this.fakeFs.existsSync(this.path)||this.emit(Ac.Change,this.lastStats,this.lastStats)},3)}stop(){tM(this.status,lc.Running),this.status=lc.Stopped,this.startTimeout!==null&&(clearTimeout(this.startTimeout),this.startTimeout=null),this.emit(Ac.Stop)}stat(){try{return this.fakeFs.statSync(this.path,{bigint:this.bigint})}catch(e){let t=this.bigint?new Hh:new GA;return FE(t)}}makeInterval(e){let t=setInterval(()=>{let i=this.stat(),n=this.lastStats;sQ(i,n)||(this.lastStats=i,this.emit(Ac.Change,i,n))},e.interval);return e.persistent?t:t.unref()}registerChangeListener(e,t){this.addListener(Ac.Change,e),this.changeListeners.set(e,this.makeInterval(t))}unregisterChangeListener(e){this.removeListener(Ac.Change,e);let t=this.changeListeners.get(e);typeof t!="undefined"&&clearInterval(t),this.changeListeners.delete(e)}unregisterAllChangeListeners(){for(let e of this.changeListeners.keys())this.unregisterChangeListener(e)}hasChangeListeners(){return this.changeListeners.size>0}ref(){for(let e of this.changeListeners.values())e.ref();return this}unref(){for(let e of this.changeListeners.values())e.unref();return this}};var HE=new WeakMap;function jE(r,e,t,i){let n,s,o,a;switch(typeof t){case"function":n=!1,s=!0,o=5007,a=t;break;default:({bigint:n=!1,persistent:s=!0,interval:o=5007}=t),a=i;break}let l=HE.get(r);typeof l=="undefined"&&HE.set(r,l=new Map);let c=l.get(e);return typeof c=="undefined"&&(c=Wh.create(r,e,{bigint:n}),l.set(e,c)),c.registerChangeListener(a,{persistent:s,interval:o}),c}function zh(r,e,t){let i=HE.get(r);if(typeof i=="undefined")return;let n=i.get(e);typeof n!="undefined"&&(typeof t=="undefined"?n.unregisterAllChangeListeners():n.unregisterChangeListener(t),n.hasChangeListeners()||(n.stop(),i.delete(e)))}function _h(r){let e=HE.get(r);if(typeof e!="undefined")for(let t of e.keys())zh(r,t)}var cc="mixed";function vge(r){if(typeof r=="string"&&String(+r)===r)return+r;if(Number.isFinite(r))return r<0?Date.now()/1e3:r;if(rM.types.isDate(r))return r.getTime()/1e3;throw new Error("Invalid time")}function iM(){return Buffer.from([80,75,5,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0])}var li=class extends ac{constructor(e,t){super();this.lzSource=null;this.listings=new Map;this.entries=new Map;this.fileSources=new Map;this.fds=new Map;this.nextFd=0;this.ready=!1;this.readOnly=!1;this.libzip=t.libzip;let i=t;if(this.level=typeof i.level!="undefined"?i.level:cc,e!=null||(e=iM()),typeof e=="string"){let{baseFs:o=new ar}=i;this.baseFs=o,this.path=e}else this.path=null,this.baseFs=null;if(t.stats)this.stats=t.stats;else if(typeof e=="string")try{this.stats=this.baseFs.statSync(e)}catch(o){if(o.code==="ENOENT"&&i.create)this.stats=jh();else throw o}else this.stats=jh();let n=this.libzip.malloc(4);try{let o=0;if(typeof e=="string"&&i.create&&(o|=this.libzip.ZIP_CREATE|this.libzip.ZIP_TRUNCATE),t.readOnly&&(o|=this.libzip.ZIP_RDONLY,this.readOnly=!0),typeof e=="string")this.zip=this.libzip.open(H.fromPortablePath(e),o,n);else{let a=this.allocateUnattachedSource(e);try{this.zip=this.libzip.openFromSource(a,o,n),this.lzSource=a}catch(l){throw this.libzip.source.free(a),l}}if(this.zip===0){let a=this.libzip.struct.errorS();throw this.libzip.error.initWithCode(a,this.libzip.getValue(n,"i32")),this.makeLibzipError(a)}}finally{this.libzip.free(n)}this.listings.set(Me.root,new Set);let s=this.libzip.getNumEntries(this.zip,0);for(let o=0;oe)throw new Error("Overread");let n=this.libzip.HEAPU8.subarray(t,t+e);return Buffer.from(n)}finally{this.libzip.free(t)}}finally{this.libzip.source.close(this.lzSource),this.libzip.source.free(this.lzSource),this.ready=!1}}prepareClose(){if(!this.ready)throw ME("archive closed, close");_h(this)}saveAndClose(){if(!this.path||!this.baseFs)throw new Error("ZipFS cannot be 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n=this.listings.get(i);if(!n)throw No(`opendir '${e}'`);let s=[...n],o=this.openSync(i,"r");return KE(this,i,s,{onClose:()=>{this.closeSync(o)}})}async readPromise(e,t,i,n,s){return this.readSync(e,t,i,n,s)}readSync(e,t,i=0,n=t.byteLength,s=-1){let o=this.fds.get(e);if(typeof o=="undefined")throw Ai("read");let a=s===-1||s===null?o.cursor:s,l=this.readFileSync(o.p);l.copy(t,i,a,a+n);let c=Math.max(0,Math.min(l.length-a,n));return(s===-1||s===null)&&(o.cursor+=c),c}async writePromise(e,t,i,n,s){return typeof t=="string"?this.writeSync(e,t,s):this.writeSync(e,t,i,n,s)}writeSync(e,t,i,n,s){throw typeof this.fds.get(e)=="undefined"?Ai("read"):new Error("Unimplemented")}async closePromise(e){return this.closeSync(e)}closeSync(e){if(typeof this.fds.get(e)=="undefined")throw Ai("read");this.fds.delete(e)}createReadStream(e,{encoding:t}={}){if(e===null)throw new Error("Unimplemented");let i=this.openSync(e,"r"),n=Object.assign(new 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this.existsSync(e)}existsSync(e){if(!this.ready)throw ME(`archive closed, existsSync '${e}'`);if(this.symlinkCount===0){let i=x.resolve(Me.root,e);return this.entries.has(i)||this.listings.has(i)}let t;try{t=this.resolveFilename(`stat '${e}'`,e,void 0,!1)}catch(i){return!1}return t===void 0?!1:this.entries.has(t)||this.listings.has(t)}async accessPromise(e,t){return this.accessSync(e,t)}accessSync(e,t=_u.constants.F_OK){let i=this.resolveFilename(`access '${e}'`,e);if(!this.entries.has(i)&&!this.listings.has(i))throw so(`access '${e}'`);if(this.readOnly&&t&_u.constants.W_OK)throw In(`access '${e}'`)}async statPromise(e,t={bigint:!1}){return t.bigint?this.statSync(e,{bigint:!0}):this.statSync(e)}statSync(e,t={bigint:!1,throwIfNoEntry:!0}){let i=this.resolveFilename(`stat '${e}'`,e,void 0,t.throwIfNoEntry);if(i!==void 0){if(!this.entries.has(i)&&!this.listings.has(i)){if(t.throwIfNoEntry===!1)return;throw so(`stat '${e}'`)}if(e[e.length-1]==="/"&&!this.listings.has(i))throw No(`stat 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c=this.libzip.fopenIndex(this.zip,e,0,this.libzip.ZIP_FL_COMPRESSED);if(c===0)throw this.makeLibzipError(this.libzip.getError(this.zip));try{let u=this.libzip.fread(c,l,o,0);if(u===-1)throw this.makeLibzipError(this.libzip.file.getError(c));if(uo)throw new Error("Overread");let g=this.libzip.HEAPU8.subarray(l,l+o),f=Buffer.from(g);if(a===0)return this.fileSources.set(e,f),f;if(t.asyncDecompress)return new Promise((h,p)=>{gQ.default.inflateRaw(f,(m,y)=>{m?p(m):(this.fileSources.set(e,y),h(y))})});{let h=gQ.default.inflateRawSync(f);return this.fileSources.set(e,h),h}}finally{this.libzip.fclose(c)}}finally{this.libzip.free(l)}}async fchmodPromise(e,t){return this.chmodPromise(this.fdToPath(e,"fchmod"),t)}fchmodSync(e,t){return this.chmodSync(this.fdToPath(e,"fchmodSync"),t)}async chmodPromise(e,t){return this.chmodSync(e,t)}chmodSync(e,t){if(this.readOnly)throw In(`chmod '${e}'`);t&=493;let i=this.resolveFilename(`chmod '${e}'`,e,!1),n=this.entries.get(i);if(typeof n=="undefined")throw new Error(`Assertion failed: The entry should have been registered (${i})`);let o=this.getUnixMode(n,Fa|0)&~511|t;if(this.libzip.file.setExternalAttributes(this.zip,n,0,0,this.libzip.ZIP_OPSYS_UNIX,o<<16)===-1)throw this.makeLibzipError(this.libzip.getError(this.zip))}async chownPromise(e,t,i){return this.chownSync(e,t,i)}chownSync(e,t,i){throw new Error("Unimplemented")}async renamePromise(e,t){return this.renameSync(e,t)}renameSync(e,t){throw new Error("Unimplemented")}async copyFilePromise(e,t,i){let{indexSource:n,indexDest:s,resolvedDestP:o}=this.prepareCopyFile(e,t,i),a=await this.getFileSource(n,{asyncDecompress:!0}),l=this.setFileSource(o,a);l!==s&&this.registerEntry(o,l)}copyFileSync(e,t,i=0){let{indexSource:n,indexDest:s,resolvedDestP:o}=this.prepareCopyFile(e,t,i),a=this.getFileSource(n),l=this.setFileSource(o,a);l!==s&&this.registerEntry(o,l)}prepareCopyFile(e,t,i=0){if(this.readOnly)throw In(`copyfile '${e} -> '${t}'`);if((i&_u.constants.COPYFILE_FICLONE_FORCE)!=0)throw 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t=="object"&&({encoding:n=null,mode:s=null}=t);let o=this.entries.get(i);return{encoding:n,mode:s,resolvedP:i,index:o}}async unlinkPromise(e){return this.unlinkSync(e)}unlinkSync(e){if(this.readOnly)throw In(`unlink '${e}'`);let t=this.resolveFilename(`unlink '${e}'`,e);if(this.listings.has(t))throw Jh(`unlink '${e}'`);let i=this.entries.get(t);if(typeof i=="undefined")throw YA(`unlink '${e}'`);this.deleteEntry(t,i)}async utimesPromise(e,t,i){return this.utimesSync(e,t,i)}utimesSync(e,t,i){if(this.readOnly)throw In(`utimes '${e}'`);let n=this.resolveFilename(`utimes '${e}'`,e);this.utimesImpl(n,i)}async lutimesPromise(e,t,i){return this.lutimesSync(e,t,i)}lutimesSync(e,t,i){if(this.readOnly)throw In(`lutimes '${e}'`);let n=this.resolveFilename(`utimes '${e}'`,e,!1);this.utimesImpl(n,i)}utimesImpl(e,t){this.listings.has(e)&&(this.entries.has(e)||this.hydrateDirectory(e));let i=this.entries.get(e);if(i===void 0)throw new Error("Unreachable");if(this.libzip.file.setMtime(this.zip,i,0,vge(t),0)===-1)throw this.makeLibzipError(this.libzip.getError(this.zip))}async mkdirPromise(e,t){return this.mkdirSync(e,t)}mkdirSync(e,{mode:t=493,recursive:i=!1}={}){if(i)return this.mkdirpSync(e,{chmod:t});if(this.readOnly)throw In(`mkdir '${e}'`);let n=this.resolveFilename(`mkdir '${e}'`,e);if(this.entries.has(n)||this.listings.has(n))throw UE(`mkdir '${e}'`);this.hydrateDirectory(n),this.chmodSync(n,t)}async rmdirPromise(e,t){return this.rmdirSync(e,t)}rmdirSync(e,{recursive:t=!1}={}){if(this.readOnly)throw In(`rmdir '${e}'`);if(t){this.removeSync(e);return}let i=this.resolveFilename(`rmdir '${e}'`,e),n=this.listings.get(i);if(!n)throw No(`rmdir '${e}'`);if(n.size>0)throw zO(`rmdir '${e}'`);let s=this.entries.get(i);if(typeof s=="undefined")throw YA(`rmdir '${e}'`);this.deleteEntry(e,s)}hydrateDirectory(e){let t=this.libzip.dir.add(this.zip,x.relative(Me.root,e));if(t===-1)throw 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t?i.toString(t):i}readFileBuffer(e,t={asyncDecompress:!1}){typeof e=="number"&&(e=this.fdToPath(e,"read"));let i=this.resolveFilename(`open '${e}'`,e);if(!this.entries.has(i)&&!this.listings.has(i))throw so(`open '${e}'`);if(e[e.length-1]==="/"&&!this.listings.has(i))throw No(`open '${e}'`);if(this.listings.has(i))throw Jh("read");let n=this.entries.get(i);if(n===void 0)throw new Error("Unreachable");return this.getFileSource(n,t)}async readdirPromise(e,t){return this.readdirSync(e,t)}readdirSync(e,t){let i=this.resolveFilename(`scandir '${e}'`,e);if(!this.entries.has(i)&&!this.listings.has(i))throw so(`scandir '${e}'`);let n=this.listings.get(i);if(!n)throw No(`scandir '${e}'`);let s=[...n];return(t==null?void 0:t.withFileTypes)?s.map(o=>Object.assign(this.statImpl("lstat",x.join(e,o)),{name:o})):s}async readlinkPromise(e){let t=this.prepareReadlink(e);return(await this.getFileSource(t,{asyncDecompress:!0})).toString()}readlinkSync(e){let t=this.prepareReadlink(e);return this.getFileSource(t).toString()}prepareReadlink(e){let t=this.resolveFilename(`readlink '${e}'`,e,!1);if(!this.entries.has(t)&&!this.listings.has(t))throw so(`readlink '${e}'`);if(e[e.length-1]==="/"&&!this.listings.has(t))throw No(`open '${e}'`);if(this.listings.has(t))throw YA(`readlink '${e}'`);let i=this.entries.get(t);if(i===void 0)throw new Error("Unreachable");if(!this.isSymbolicLink(i))throw YA(`readlink '${e}'`);return i}async truncatePromise(e,t=0){let i=this.resolveFilename(`open '${e}'`,e),n=this.entries.get(i);if(typeof n=="undefined")throw YA(`open '${e}'`);let s=await this.getFileSource(n,{asyncDecompress:!0}),o=Buffer.alloc(t,0);return s.copy(o),await this.writeFilePromise(e,o)}truncateSync(e,t=0){let i=this.resolveFilename(`open '${e}'`,e),n=this.entries.get(i);if(typeof n=="undefined")throw YA(`open '${e}'`);let s=this.getFileSource(n),o=Buffer.alloc(t,0);return s.copy(o),this.writeFileSync(e,o)}async ftruncatePromise(e,t){return this.truncatePromise(this.fdToPath(e,"ftruncate"),t)}ftruncateSync(e,t){return this.truncateSync(this.fdToPath(e,"ftruncateSync"),t)}watch(e,t,i){let n;switch(typeof t){case"function":case"string":case"undefined":n=!0;break;default:({persistent:n=!0}=t);break}if(!n)return{on:()=>{},close:()=>{}};let s=setInterval(()=>{},24*60*60*1e3);return{on:()=>{},close:()=>{clearInterval(s)}}}watchFile(e,t,i){let n=x.resolve(Me.root,e);return jE(this,n,t,i)}unwatchFile(e,t){let i=x.resolve(Me.root,e);return zh(this,i,t)}};var Qi=class extends qA{getExtractHint(e){return this.baseFs.getExtractHint(e)}resolve(e){return this.mapFromBase(this.baseFs.resolve(this.mapToBase(e)))}getRealPath(){return this.mapFromBase(this.baseFs.getRealPath())}async openPromise(e,t,i){return this.baseFs.openPromise(this.mapToBase(e),t,i)}openSync(e,t,i){return this.baseFs.openSync(this.mapToBase(e),t,i)}async opendirPromise(e,t){return Object.assign(await 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this.mapFromBase(this.baseFs.realpathSync(this.mapToBase(e)))}async existsPromise(e){return this.baseFs.existsPromise(this.mapToBase(e))}existsSync(e){return this.baseFs.existsSync(this.mapToBase(e))}accessSync(e,t){return this.baseFs.accessSync(this.mapToBase(e),t)}async accessPromise(e,t){return this.baseFs.accessPromise(this.mapToBase(e),t)}async statPromise(e,t){return this.baseFs.statPromise(this.mapToBase(e),t)}statSync(e,t){return this.baseFs.statSync(this.mapToBase(e),t)}async fstatPromise(e,t){return this.baseFs.fstatPromise(e,t)}fstatSync(e,t){return this.baseFs.fstatSync(e,t)}lstatPromise(e,t){return this.baseFs.lstatPromise(this.mapToBase(e),t)}lstatSync(e,t){return this.baseFs.lstatSync(this.mapToBase(e),t)}async fchmodPromise(e,t){return this.baseFs.fchmodPromise(e,t)}fchmodSync(e,t){return this.baseFs.fchmodSync(e,t)}async chmodPromise(e,t){return this.baseFs.chmodPromise(this.mapToBase(e),t)}chmodSync(e,t){return this.baseFs.chmodSync(this.mapToBase(e),t)}async chownPromise(e,t,i){return this.baseFs.chownPromise(this.mapToBase(e),t,i)}chownSync(e,t,i){return this.baseFs.chownSync(this.mapToBase(e),t,i)}async renamePromise(e,t){return this.baseFs.renamePromise(this.mapToBase(e),this.mapToBase(t))}renameSync(e,t){return this.baseFs.renameSync(this.mapToBase(e),this.mapToBase(t))}async copyFilePromise(e,t,i=0){return this.baseFs.copyFilePromise(this.mapToBase(e),this.mapToBase(t),i)}copyFileSync(e,t,i=0){return this.baseFs.copyFileSync(this.mapToBase(e),this.mapToBase(t),i)}async appendFilePromise(e,t,i){return this.baseFs.appendFilePromise(this.fsMapToBase(e),t,i)}appendFileSync(e,t,i){return this.baseFs.appendFileSync(this.fsMapToBase(e),t,i)}async writeFilePromise(e,t,i){return this.baseFs.writeFilePromise(this.fsMapToBase(e),t,i)}writeFileSync(e,t,i){return this.baseFs.writeFileSync(this.fsMapToBase(e),t,i)}async unlinkPromise(e){return this.baseFs.unlinkPromise(this.mapToBase(e))}unlinkSync(e){return this.baseFs.unlinkSync(this.mapToBase(e))}async utimesPromise(e,t,i){return this.baseFs.utimesPromise(this.mapToBase(e),t,i)}utimesSync(e,t,i){return this.baseFs.utimesSync(this.mapToBase(e),t,i)}async mkdirPromise(e,t){return this.baseFs.mkdirPromise(this.mapToBase(e),t)}mkdirSync(e,t){return this.baseFs.mkdirSync(this.mapToBase(e),t)}async rmdirPromise(e,t){return this.baseFs.rmdirPromise(this.mapToBase(e),t)}rmdirSync(e,t){return this.baseFs.rmdirSync(this.mapToBase(e),t)}async linkPromise(e,t){return this.baseFs.linkPromise(this.mapToBase(e),this.mapToBase(t))}linkSync(e,t){return this.baseFs.linkSync(this.mapToBase(e),this.mapToBase(t))}async symlinkPromise(e,t,i){let n=this.mapToBase(t);if(this.pathUtils.isAbsolute(e))return this.baseFs.symlinkPromise(this.mapToBase(e),n,i);let s=this.mapToBase(this.pathUtils.join(this.pathUtils.dirname(t),e)),o=this.baseFs.pathUtils.relative(this.baseFs.pathUtils.dirname(n),s);return this.baseFs.symlinkPromise(o,n,i)}symlinkSync(e,t,i){let n=this.mapToBase(t);if(this.pathUtils.isAbsolute(e))return this.baseFs.symlinkSync(this.mapToBase(e),n,i);let s=this.mapToBase(this.pathUtils.join(this.pathUtils.dirname(t),e)),o=this.baseFs.pathUtils.relative(this.baseFs.pathUtils.dirname(n),s);return this.baseFs.symlinkSync(o,n,i)}async readFilePromise(e,t){return t==="utf8"?this.baseFs.readFilePromise(this.fsMapToBase(e),t):this.baseFs.readFilePromise(this.fsMapToBase(e),t)}readFileSync(e,t){return t==="utf8"?this.baseFs.readFileSync(this.fsMapToBase(e),t):this.baseFs.readFileSync(this.fsMapToBase(e),t)}async readdirPromise(e,t){return this.baseFs.readdirPromise(this.mapToBase(e),t)}readdirSync(e,t){return this.baseFs.readdirSync(this.mapToBase(e),t)}async readlinkPromise(e){return this.mapFromBase(await this.baseFs.readlinkPromise(this.mapToBase(e)))}readlinkSync(e){return this.mapFromBase(this.baseFs.readlinkSync(this.mapToBase(e)))}async truncatePromise(e,t){return this.baseFs.truncatePromise(this.mapToBase(e),t)}truncateSync(e,t){return this.baseFs.truncateSync(this.mapToBase(e),t)}async ftruncatePromise(e,t){return this.baseFs.ftruncatePromise(e,t)}ftruncateSync(e,t){return this.baseFs.ftruncateSync(e,t)}watch(e,t,i){return this.baseFs.watch(this.mapToBase(e),t,i)}watchFile(e,t,i){return this.baseFs.watchFile(this.mapToBase(e),t,i)}unwatchFile(e,t){return this.baseFs.unwatchFile(this.mapToBase(e),t)}fsMapToBase(e){return typeof e=="number"?e:this.mapToBase(e)}};var La=class extends Qi{constructor(e,{baseFs:t,pathUtils:i}){super(i);this.target=e,this.baseFs=t}getRealPath(){return this.target}getBaseFs(){return this.baseFs}mapFromBase(e){return e}mapToBase(e){return e}};var _t=class extends Qi{constructor(e,{baseFs:t=new ar}={}){super(x);this.target=this.pathUtils.normalize(e),this.baseFs=t}getRealPath(){return this.pathUtils.resolve(this.baseFs.getRealPath(),this.target)}resolve(e){return this.pathUtils.isAbsolute(e)?x.normalize(e):this.baseFs.resolve(x.join(this.target,e))}mapFromBase(e){return e}mapToBase(e){return this.pathUtils.isAbsolute(e)?e:this.pathUtils.join(this.target,e)}};var nM=Me.root,Ta=class extends Qi{constructor(e,{baseFs:t=new ar}={}){super(x);this.target=this.pathUtils.resolve(Me.root,e),this.baseFs=t}getRealPath(){return this.pathUtils.resolve(this.baseFs.getRealPath(),this.pathUtils.relative(Me.root,this.target))}getTarget(){return this.target}getBaseFs(){return this.baseFs}mapToBase(e){let t=this.pathUtils.normalize(e);if(this.pathUtils.isAbsolute(e))return this.pathUtils.resolve(this.target,this.pathUtils.relative(nM,e));if(t.match(/^\.\.\/?/))throw new Error(`Resolving this path (${e}) would escape the jail`);return this.pathUtils.resolve(this.target,e)}mapFromBase(e){return this.pathUtils.resolve(nM,this.pathUtils.relative(this.target,e))}};var Vh=class extends Qi{constructor(e,t){super(t);this.instance=null;this.factory=e}get baseFs(){return this.instance||(this.instance=this.factory()),this.instance}set baseFs(e){this.instance=e}mapFromBase(e){return e}mapToBase(e){return e}};var et=()=>Object.assign(new Error("ENOSYS: unsupported filesystem access"),{code:"ENOSYS"}),fQ=class extends qA{constructor(){super(x)}getExtractHint(){throw et()}getRealPath(){throw et()}resolve(){throw et()}async openPromise(){throw et()}openSync(){throw et()}async opendirPromise(){throw et()}opendirSync(){throw et()}async readPromise(){throw et()}readSync(){throw et()}async writePromise(){throw et()}writeSync(){throw et()}async closePromise(){throw et()}closeSync(){throw et()}createWriteStream(){throw et()}createReadStream(){throw et()}async realpathPromise(){throw et()}realpathSync(){throw et()}async readdirPromise(){throw et()}readdirSync(){throw et()}async existsPromise(e){throw et()}existsSync(e){throw et()}async accessPromise(){throw et()}accessSync(){throw et()}async statPromise(){throw et()}statSync(){throw et()}async fstatPromise(e){throw et()}fstatSync(e){throw et()}async lstatPromise(e){throw et()}lstatSync(e){throw et()}async fchmodPromise(){throw et()}fchmodSync(){throw et()}async chmodPromise(){throw et()}chmodSync(){throw et()}async chownPromise(){throw et()}chownSync(){throw et()}async mkdirPromise(){throw et()}mkdirSync(){throw et()}async rmdirPromise(){throw et()}rmdirSync(){throw et()}async linkPromise(){throw et()}linkSync(){throw et()}async symlinkPromise(){throw et()}symlinkSync(){throw et()}async renamePromise(){throw et()}renameSync(){throw et()}async copyFilePromise(){throw et()}copyFileSync(){throw et()}async appendFilePromise(){throw et()}appendFileSync(){throw et()}async writeFilePromise(){throw et()}writeFileSync(){throw et()}async unlinkPromise(){throw et()}unlinkSync(){throw et()}async utimesPromise(){throw et()}utimesSync(){throw et()}async readFilePromise(){throw et()}readFileSync(){throw et()}async readlinkPromise(){throw et()}readlinkSync(){throw et()}async truncatePromise(){throw et()}truncateSync(){throw et()}async ftruncatePromise(e,t){throw et()}ftruncateSync(e,t){throw et()}watch(){throw et()}watchFile(){throw et()}unwatchFile(){throw et()}},GE=fQ;GE.instance=new fQ;var Xh=class extends Qi{constructor(e){super(H);this.baseFs=e}mapFromBase(e){return H.fromPortablePath(e)}mapToBase(e){return H.toPortablePath(e)}};var kge=/^[0-9]+$/,hQ=/^(\/(?:[^/]+\/)*?(?:\$\$virtual|__virtual__))((?:\/((?:[^/]+-)?[a-f0-9]+)(?:\/([^/]+))?)?((?:\/.*)?))$/,xge=/^([^/]+-)?[a-f0-9]+$/,Wr=class extends Qi{static makeVirtualPath(e,t,i){if(x.basename(e)!=="__virtual__")throw new Error('Assertion failed: Virtual folders must be named "__virtual__"');if(!x.basename(t).match(xge))throw new Error("Assertion failed: Virtual components must be ended by an hexadecimal hash");let s=x.relative(x.dirname(e),i).split("/"),o=0;for(;o{let t=r.indexOf(e);if(t<=0)return null;let i=t;for(;t>=0&&(i=t+e.length,r[i]!==x.sep);){if(r[t-1]===x.sep)return null;t=r.indexOf(e,i)}return r.length>i&&r[i]!==x.sep?null:r.slice(0,i)},ys=class extends ac{constructor({libzip:e,baseFs:t=new ar,filter:i=null,maxOpenFiles:n=Infinity,readOnlyArchives:s=!1,useCache:o=!0,maxAge:a=5e3,fileExtensions:l=null}){super();this.fdMap=new Map;this.nextFd=3;this.isZip=new Set;this.notZip=new Set;this.realPaths=new Map;this.limitOpenFilesTimeout=null;this.libzipFactory=typeof e!="function"?()=>e:e,this.baseFs=t,this.zipInstances=o?new Map:null,this.filter=i,this.maxOpenFiles=n,this.readOnlyArchives=s,this.maxAge=a,this.fileExtensions=l}static async openPromise(e,t){let i=new ys(t);try{return await e(i)}finally{i.saveAndClose()}}get libzip(){return typeof this.libzipInstance=="undefined"&&(this.libzipInstance=this.libzipFactory()),this.libzipInstance}getExtractHint(e){return this.baseFs.getExtractHint(e)}getRealPath(){return this.baseFs.getRealPath()}saveAndClose(){if(_h(this),this.zipInstances)for(let[e,{zipFs:t}]of this.zipInstances.entries())t.saveAndClose(),this.zipInstances.delete(e)}discardAndClose(){if(_h(this),this.zipInstances)for(let[e,{zipFs:t}]of this.zipInstances.entries())t.discardAndClose(),this.zipInstances.delete(e)}resolve(e){return this.baseFs.resolve(e)}remapFd(e,t){let i=this.nextFd++|Xn;return this.fdMap.set(i,[e,t]),i}async openPromise(e,t,i){return await this.makeCallPromise(e,async()=>await this.baseFs.openPromise(e,t,i),async(n,{subPath:s})=>this.remapFd(n,await n.openPromise(s,t,i)))}openSync(e,t,i){return this.makeCallSync(e,()=>this.baseFs.openSync(e,t,i),(n,{subPath:s})=>this.remapFd(n,n.openSync(s,t,i)))}async opendirPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.opendirPromise(e,t),async(i,{subPath:n})=>await i.opendirPromise(n,t),{requireSubpath:!1})}opendirSync(e,t){return this.makeCallSync(e,()=>this.baseFs.opendirSync(e,t),(i,{subPath:n})=>i.opendirSync(n,t),{requireSubpath:!1})}async readPromise(e,t,i,n,s){if((e&Is)!==Xn)return await this.baseFs.readPromise(e,t,i,n,s);let o=this.fdMap.get(e);if(typeof o=="undefined")throw Ai("read");let[a,l]=o;return await a.readPromise(l,t,i,n,s)}readSync(e,t,i,n,s){if((e&Is)!==Xn)return this.baseFs.readSync(e,t,i,n,s);let o=this.fdMap.get(e);if(typeof o=="undefined")throw Ai("readSync");let[a,l]=o;return a.readSync(l,t,i,n,s)}async writePromise(e,t,i,n,s){if((e&Is)!==Xn)return typeof t=="string"?await this.baseFs.writePromise(e,t,i):await this.baseFs.writePromise(e,t,i,n,s);let o=this.fdMap.get(e);if(typeof o=="undefined")throw Ai("write");let[a,l]=o;return typeof t=="string"?await a.writePromise(l,t,i):await a.writePromise(l,t,i,n,s)}writeSync(e,t,i,n,s){if((e&Is)!==Xn)return typeof t=="string"?this.baseFs.writeSync(e,t,i):this.baseFs.writeSync(e,t,i,n,s);let o=this.fdMap.get(e);if(typeof o=="undefined")throw Ai("writeSync");let[a,l]=o;return typeof t=="string"?a.writeSync(l,t,i):a.writeSync(l,t,i,n,s)}async closePromise(e){if((e&Is)!==Xn)return await this.baseFs.closePromise(e);let t=this.fdMap.get(e);if(typeof t=="undefined")throw Ai("close");this.fdMap.delete(e);let[i,n]=t;return await i.closePromise(n)}closeSync(e){if((e&Is)!==Xn)return this.baseFs.closeSync(e);let t=this.fdMap.get(e);if(typeof t=="undefined")throw Ai("closeSync");this.fdMap.delete(e);let[i,n]=t;return i.closeSync(n)}createReadStream(e,t){return e===null?this.baseFs.createReadStream(e,t):this.makeCallSync(e,()=>this.baseFs.createReadStream(e,t),(i,{archivePath:n,subPath:s})=>{let o=i.createReadStream(s,t);return o.path=H.fromPortablePath(this.pathUtils.join(n,s)),o})}createWriteStream(e,t){return e===null?this.baseFs.createWriteStream(e,t):this.makeCallSync(e,()=>this.baseFs.createWriteStream(e,t),(i,{subPath:n})=>i.createWriteStream(n,t))}async realpathPromise(e){return await this.makeCallPromise(e,async()=>await this.baseFs.realpathPromise(e),async(t,{archivePath:i,subPath:n})=>{let s=this.realPaths.get(i);return typeof s=="undefined"&&(s=await this.baseFs.realpathPromise(i),this.realPaths.set(i,s)),this.pathUtils.join(s,this.pathUtils.relative(Me.root,await t.realpathPromise(n)))})}realpathSync(e){return this.makeCallSync(e,()=>this.baseFs.realpathSync(e),(t,{archivePath:i,subPath:n})=>{let s=this.realPaths.get(i);return typeof s=="undefined"&&(s=this.baseFs.realpathSync(i),this.realPaths.set(i,s)),this.pathUtils.join(s,this.pathUtils.relative(Me.root,t.realpathSync(n)))})}async existsPromise(e){return await this.makeCallPromise(e,async()=>await this.baseFs.existsPromise(e),async(t,{subPath:i})=>await t.existsPromise(i))}existsSync(e){return this.makeCallSync(e,()=>this.baseFs.existsSync(e),(t,{subPath:i})=>t.existsSync(i))}async accessPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.accessPromise(e,t),async(i,{subPath:n})=>await i.accessPromise(n,t))}accessSync(e,t){return this.makeCallSync(e,()=>this.baseFs.accessSync(e,t),(i,{subPath:n})=>i.accessSync(n,t))}async statPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.statPromise(e,t),async(i,{subPath:n})=>await i.statPromise(n,t))}statSync(e,t){return this.makeCallSync(e,()=>this.baseFs.statSync(e,t),(i,{subPath:n})=>i.statSync(n,t))}async fstatPromise(e,t){if((e&Is)!==Xn)return this.baseFs.fstatPromise(e,t);let i=this.fdMap.get(e);if(typeof i=="undefined")throw Ai("fstat");let[n,s]=i;return n.fstatPromise(s,t)}fstatSync(e,t){if((e&Is)!==Xn)return this.baseFs.fstatSync(e,t);let i=this.fdMap.get(e);if(typeof i=="undefined")throw Ai("fstatSync");let[n,s]=i;return n.fstatSync(s,t)}async lstatPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.lstatPromise(e,t),async(i,{subPath:n})=>await i.lstatPromise(n,t))}lstatSync(e,t){return this.makeCallSync(e,()=>this.baseFs.lstatSync(e,t),(i,{subPath:n})=>i.lstatSync(n,t))}async fchmodPromise(e,t){if((e&Is)!==Xn)return this.baseFs.fchmodPromise(e,t);let i=this.fdMap.get(e);if(typeof i=="undefined")throw Ai("fchmod");let[n,s]=i;return n.fchmodPromise(s,t)}fchmodSync(e,t){if((e&Is)!==Xn)return this.baseFs.fchmodSync(e,t);let i=this.fdMap.get(e);if(typeof i=="undefined")throw Ai("fchmodSync");let[n,s]=i;return n.fchmodSync(s,t)}async chmodPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.chmodPromise(e,t),async(i,{subPath:n})=>await i.chmodPromise(n,t))}chmodSync(e,t){return this.makeCallSync(e,()=>this.baseFs.chmodSync(e,t),(i,{subPath:n})=>i.chmodSync(n,t))}async chownPromise(e,t,i){return await this.makeCallPromise(e,async()=>await this.baseFs.chownPromise(e,t,i),async(n,{subPath:s})=>await n.chownPromise(s,t,i))}chownSync(e,t,i){return this.makeCallSync(e,()=>this.baseFs.chownSync(e,t,i),(n,{subPath:s})=>n.chownSync(s,t,i))}async renamePromise(e,t){return await this.makeCallPromise(e,async()=>await this.makeCallPromise(t,async()=>await this.baseFs.renamePromise(e,t),async()=>{throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"})}),async(i,{subPath:n})=>await this.makeCallPromise(t,async()=>{throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"})},async(s,{subPath:o})=>{if(i!==s)throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"});return await i.renamePromise(n,o)}))}renameSync(e,t){return this.makeCallSync(e,()=>this.makeCallSync(t,()=>this.baseFs.renameSync(e,t),()=>{throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"})}),(i,{subPath:n})=>this.makeCallSync(t,()=>{throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"})},(s,{subPath:o})=>{if(i!==s)throw Object.assign(new Error("EEXDEV: cross-device link not permitted"),{code:"EEXDEV"});return i.renameSync(n,o)}))}async copyFilePromise(e,t,i=0){let n=async(s,o,a,l)=>{if((i&Zh.constants.COPYFILE_FICLONE_FORCE)!=0)throw Object.assign(new Error(`EXDEV: cross-device clone not permitted, copyfile '${o}' -> ${l}'`),{code:"EXDEV"});if(i&Zh.constants.COPYFILE_EXCL&&await this.existsPromise(o))throw Object.assign(new Error(`EEXIST: file already exists, copyfile '${o}' -> '${l}'`),{code:"EEXIST"});let c;try{c=await s.readFilePromise(o)}catch(u){throw Object.assign(new Error(`EINVAL: invalid argument, copyfile '${o}' -> '${l}'`),{code:"EINVAL"})}await a.writeFilePromise(l,c)};return await this.makeCallPromise(e,async()=>await this.makeCallPromise(t,async()=>await this.baseFs.copyFilePromise(e,t,i),async(s,{subPath:o})=>await n(this.baseFs,e,s,o)),async(s,{subPath:o})=>await this.makeCallPromise(t,async()=>await n(s,o,this.baseFs,t),async(a,{subPath:l})=>s!==a?await n(s,o,a,l):await s.copyFilePromise(o,l,i)))}copyFileSync(e,t,i=0){let n=(s,o,a,l)=>{if((i&Zh.constants.COPYFILE_FICLONE_FORCE)!=0)throw Object.assign(new Error(`EXDEV: cross-device clone not permitted, copyfile '${o}' -> ${l}'`),{code:"EXDEV"});if(i&Zh.constants.COPYFILE_EXCL&&this.existsSync(o))throw Object.assign(new Error(`EEXIST: file already exists, copyfile '${o}' -> '${l}'`),{code:"EEXIST"});let c;try{c=s.readFileSync(o)}catch(u){throw Object.assign(new Error(`EINVAL: invalid argument, copyfile '${o}' -> '${l}'`),{code:"EINVAL"})}a.writeFileSync(l,c)};return this.makeCallSync(e,()=>this.makeCallSync(t,()=>this.baseFs.copyFileSync(e,t,i),(s,{subPath:o})=>n(this.baseFs,e,s,o)),(s,{subPath:o})=>this.makeCallSync(t,()=>n(s,o,this.baseFs,t),(a,{subPath:l})=>s!==a?n(s,o,a,l):s.copyFileSync(o,l,i)))}async appendFilePromise(e,t,i){return await this.makeCallPromise(e,async()=>await this.baseFs.appendFilePromise(e,t,i),async(n,{subPath:s})=>await n.appendFilePromise(s,t,i))}appendFileSync(e,t,i){return this.makeCallSync(e,()=>this.baseFs.appendFileSync(e,t,i),(n,{subPath:s})=>n.appendFileSync(s,t,i))}async writeFilePromise(e,t,i){return await this.makeCallPromise(e,async()=>await this.baseFs.writeFilePromise(e,t,i),async(n,{subPath:s})=>await n.writeFilePromise(s,t,i))}writeFileSync(e,t,i){return this.makeCallSync(e,()=>this.baseFs.writeFileSync(e,t,i),(n,{subPath:s})=>n.writeFileSync(s,t,i))}async unlinkPromise(e){return await this.makeCallPromise(e,async()=>await this.baseFs.unlinkPromise(e),async(t,{subPath:i})=>await t.unlinkPromise(i))}unlinkSync(e){return this.makeCallSync(e,()=>this.baseFs.unlinkSync(e),(t,{subPath:i})=>t.unlinkSync(i))}async utimesPromise(e,t,i){return await this.makeCallPromise(e,async()=>await this.baseFs.utimesPromise(e,t,i),async(n,{subPath:s})=>await n.utimesPromise(s,t,i))}utimesSync(e,t,i){return this.makeCallSync(e,()=>this.baseFs.utimesSync(e,t,i),(n,{subPath:s})=>n.utimesSync(s,t,i))}async mkdirPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.mkdirPromise(e,t),async(i,{subPath:n})=>await i.mkdirPromise(n,t))}mkdirSync(e,t){return this.makeCallSync(e,()=>this.baseFs.mkdirSync(e,t),(i,{subPath:n})=>i.mkdirSync(n,t))}async rmdirPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.rmdirPromise(e,t),async(i,{subPath:n})=>await i.rmdirPromise(n,t))}rmdirSync(e,t){return this.makeCallSync(e,()=>this.baseFs.rmdirSync(e,t),(i,{subPath:n})=>i.rmdirSync(n,t))}async linkPromise(e,t){return await this.makeCallPromise(t,async()=>await this.baseFs.linkPromise(e,t),async(i,{subPath:n})=>await i.linkPromise(e,n))}linkSync(e,t){return this.makeCallSync(t,()=>this.baseFs.linkSync(e,t),(i,{subPath:n})=>i.linkSync(e,n))}async symlinkPromise(e,t,i){return await this.makeCallPromise(t,async()=>await this.baseFs.symlinkPromise(e,t,i),async(n,{subPath:s})=>await n.symlinkPromise(e,s))}symlinkSync(e,t,i){return this.makeCallSync(t,()=>this.baseFs.symlinkSync(e,t,i),(n,{subPath:s})=>n.symlinkSync(e,s))}async readFilePromise(e,t){return this.makeCallPromise(e,async()=>{switch(t){case"utf8":return await this.baseFs.readFilePromise(e,t);default:return await this.baseFs.readFilePromise(e,t)}},async(i,{subPath:n})=>await i.readFilePromise(n,t))}readFileSync(e,t){return this.makeCallSync(e,()=>{switch(t){case"utf8":return this.baseFs.readFileSync(e,t);default:return this.baseFs.readFileSync(e,t)}},(i,{subPath:n})=>i.readFileSync(n,t))}async readdirPromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.readdirPromise(e,t),async(i,{subPath:n})=>await i.readdirPromise(n,t),{requireSubpath:!1})}readdirSync(e,t){return this.makeCallSync(e,()=>this.baseFs.readdirSync(e,t),(i,{subPath:n})=>i.readdirSync(n,t),{requireSubpath:!1})}async readlinkPromise(e){return await this.makeCallPromise(e,async()=>await this.baseFs.readlinkPromise(e),async(t,{subPath:i})=>await t.readlinkPromise(i))}readlinkSync(e){return this.makeCallSync(e,()=>this.baseFs.readlinkSync(e),(t,{subPath:i})=>t.readlinkSync(i))}async truncatePromise(e,t){return await this.makeCallPromise(e,async()=>await this.baseFs.truncatePromise(e,t),async(i,{subPath:n})=>await i.truncatePromise(n,t))}truncateSync(e,t){return 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t){if(this.workspacesByCwd.has(i))continue;let n=await this.addWorkspace(i),s=this.storedPackages.get(n.anchoredLocator.locatorHash);s&&(n.dependencies=s.dependencies);for(let o of n.workspacesCwds)e.push(o)}}}async addWorkspace(e){let t=new mC(e,{project:this});await t.setup();let i=this.workspacesByIdent.get(t.locator.identHash);if(typeof i!="undefined")throw new Error(`Duplicate workspace name ${fi(this.configuration,t.locator)}: ${H.fromPortablePath(e)} conflicts with ${H.fromPortablePath(i.cwd)}`);return this.workspaces.push(t),this.workspacesByCwd.set(e,t),this.workspacesByIdent.set(t.locator.identHash,t),t}get topLevelWorkspace(){return this.getWorkspaceByCwd(this.cwd)}tryWorkspaceByCwd(e){x.isAbsolute(e)||(e=x.resolve(this.cwd,e)),e=x.normalize(e).replace(/\/+$/,"");let t=this.workspacesByCwd.get(e);return t||null}getWorkspaceByCwd(e){let t=this.tryWorkspaceByCwd(e);if(!t)throw new Error(`Workspace not found (${e})`);return t}tryWorkspaceByFilePath(e){let t=null;for(let i of this.workspaces)x.relative(i.cwd,e).startsWith("../")||t&&t.cwd.length>=i.cwd.length||(t=i);return t||null}getWorkspaceByFilePath(e){let t=this.tryWorkspaceByFilePath(e);if(!t)throw new Error(`Workspace not found (${e})`);return t}tryWorkspaceByIdent(e){let t=this.workspacesByIdent.get(e.identHash);return typeof t=="undefined"?null:t}getWorkspaceByIdent(e){let t=this.tryWorkspaceByIdent(e);if(!t)throw new Error(`Workspace not found (${fi(this.configuration,e)})`);return t}tryWorkspaceByDescriptor(e){let t=this.tryWorkspaceByIdent(e);return t===null||(ll(e)&&(e=gd(e)),!t.accepts(e.range))?null:t}getWorkspaceByDescriptor(e){let t=this.tryWorkspaceByDescriptor(e);if(t===null)throw new Error(`Workspace not found (${sr(this.configuration,e)})`);return t}tryWorkspaceByLocator(e){let t=this.tryWorkspaceByIdent(e);return t===null||(ta(e)&&(e=fd(e)),t.locator.locatorHash!==e.locatorHash&&t.anchoredLocator.locatorHash!==e.locatorHash)?null:t}getWorkspaceByLocator(e){let t=this.tryWorkspaceByLocator(e);if(!t)throw new Error(`Workspace not found (${It(this.configuration,e)})`);return t}refreshWorkspaceDependencies(){for(let e of this.workspaces){let t=this.storedPackages.get(e.anchoredLocator.locatorHash);if(!t)throw new Error(`Assertion failed: Expected workspace ${md(this.configuration,e)} (${tt(this.configuration,x.join(e.cwd,xt.manifest),Ye.PATH)}) to have been resolved. 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i={},s=this.topLevelWorkspace.manifest.dependenciesMeta.get(Ot(e));if(!s)return i;let o=s.get(null);if(o&&Object.assign(i,o),t===null||!lZ.default.valid(t))return i;for(let[a,l]of s)a!==null&&a===t&&Object.assign(i,l);return i}async findLocatorForLocation(e,{strict:t=!1}={}){let i=new di,n=this.configuration.getLinkers(),s={project:this,report:i};for(let o of n){let a=await o.findPackageLocator(e,s);if(a){if(t&&(await o.findPackageLocation(a,s)).replace(uZ,"")!==e.replace(uZ,""))continue;return a}}return null}async resolveEverything(e){if(!this.workspacesByCwd||!this.workspacesByIdent)throw new Error("Workspaces must have been setup before calling this function");this.forgetVirtualResolutions(),e.lockfileOnly||this.forgetTransientResolutions();let t=e.resolver||this.configuration.makeResolver(),i=new LR(t);await i.setup(this,{report:e.report});let n=e.lockfileOnly?[new OR(t)]:[i,t],s=new Bd([new TR(t),...n]),o=this.configuration.makeFetcher(),a=e.lockfileOnly?{project:this,report:e.report,resolver:s}:{project:this,report:e.report,resolver:s,fetchOptions:{project:this,cache:e.cache,checksums:this.storedChecksums,report:e.report,fetcher:o,cacheOptions:{mirrorWriteOnly:!0}}},l=new Map,c=new Map,u=new Map,g=new Map,f=new Map,h=new Map,p=this.topLevelWorkspace.anchoredLocator,m=new Set,y=[],b=ux(),v=this.configuration.getSupportedArchitectures();await e.report.startProgressPromise(Ji.progressViaTitle(),async ne=>{let ee=async O=>{let L=await Tg(async()=>await s.resolve(O,a),Ge=>`${It(this.configuration,O)}: ${Ge}`);if(!pd(O,L))throw new Error(`Assertion failed: The locator cannot be changed by the resolver (went from ${It(this.configuration,O)} to ${It(this.configuration,L)})`);g.set(L.locatorHash,L);let de=this.configuration.normalizePackage(L);for(let[Ge,re]of de.dependencies){let se=await this.configuration.reduceHook(he=>he.reduceDependency,re,this,de,re,{resolver:s,resolveOptions:a});if(!hd(re,se))throw new Error("Assertion failed: The descriptor ident cannot be changed through aliases");let be=s.bindDescriptor(se,O,a);de.dependencies.set(Ge,be)}let Be=ho([...de.dependencies.values()].map(Ge=>Z(Ge)));return y.push(Be),Be.catch(()=>{}),c.set(de.locatorHash,de),de},A=async O=>{let L=f.get(O.locatorHash);if(typeof L!="undefined")return L;let de=Promise.resolve().then(()=>ee(O));return f.set(O.locatorHash,de),de},oe=async(O,L)=>{let de=await Z(L);return l.set(O.descriptorHash,O),u.set(O.descriptorHash,de.locatorHash),de},ce=async O=>{ne.setTitle(sr(this.configuration,O));let L=this.resolutionAliases.get(O.descriptorHash);if(typeof L!="undefined")return oe(O,this.storedDescriptors.get(L));let de=s.getResolutionDependencies(O,a),Be=new Map(await ho(de.map(async se=>{let be=s.bindDescriptor(se,p,a),he=await Z(be);return m.add(he.locatorHash),[se.descriptorHash,he]}))),re=(await Tg(async()=>await s.getCandidates(O,Be,a),se=>`${sr(this.configuration,O)}: ${se}`))[0];if(typeof re=="undefined")throw new Error(`${sr(this.configuration,O)}: No candidates found`);return l.set(O.descriptorHash,O),u.set(O.descriptorHash,re.locatorHash),A(re)},Z=O=>{let L=h.get(O.descriptorHash);if(typeof L!="undefined")return L;l.set(O.descriptorHash,O);let de=Promise.resolve().then(()=>ce(O));return h.set(O.descriptorHash,de),de};for(let O of this.workspaces){let L=O.anchoredDescriptor;y.push(Z(L))}for(;y.length>0;){let O=[...y];y.length=0,await ho(O)}});let k=new Set(this.resolutionAliases.values()),T=new Set(c.keys()),Y=new Set,q=new Map;tMe({project:this,report:e.report,accessibleLocators:Y,volatileDescriptors:k,optionalBuilds:T,peerRequirements:q,allDescriptors:l,allResolutions:u,allPackages:c});for(let ne of m)T.delete(ne);for(let ne of k)l.delete(ne),u.delete(ne);let $=new Set,z=new Set;for(let ne of c.values())ne.conditions!=null&&(!T.has(ne.locatorHash)||(fw(ne,v)||(fw(ne,b)&&e.report.reportWarningOnce(X.GHOST_ARCHITECTURE,`${It(this.configuration,ne)}: Your current architecture (${process.platform}-${process.arch}) is supported by this package, but is missing from the ${tt(this.configuration,"supportedArchitectures",Ri.SETTING)} setting`),z.add(ne.locatorHash)),$.add(ne.locatorHash)));this.storedResolutions=u,this.storedDescriptors=l,this.storedPackages=c,this.accessibleLocators=Y,this.conditionalLocators=$,this.disabledLocators=z,this.originalPackages=g,this.optionalBuilds=T,this.peerRequirements=q,this.refreshWorkspaceDependencies()}async fetchEverything({cache:e,report:t,fetcher:i,mode:n}){let s={mockedPackages:this.disabledLocators,unstablePackages:this.conditionalLocators},o=i||this.configuration.makeFetcher(),a={checksums:this.storedChecksums,project:this,cache:e,fetcher:o,report:t,cacheOptions:s},l=Array.from(new Set(xn(this.storedResolutions.values(),[f=>{let h=this.storedPackages.get(f);if(!h)throw new Error("Assertion failed: The locator should have been registered");return Fs(h)}])));n===Ci.UpdateLockfile&&(l=l.filter(f=>!this.storedChecksums.has(f)));let c=!1,u=Ji.progressViaCounter(l.length);t.reportProgress(u);let g=(0,AZ.default)(ZOe);if(await t.startCacheReport(async()=>{await ho(l.map(f=>g(async()=>{let h=this.storedPackages.get(f);if(!h)throw new Error("Assertion failed: The locator should have been registered");if(ta(h))return;let p;try{p=await o.fetch(h,a)}catch(m){m.message=`${It(this.configuration,h)}: ${m.message}`,t.reportExceptionOnce(m),c=m;return}p.checksum!=null?this.storedChecksums.set(h.locatorHash,p.checksum):this.storedChecksums.delete(h.locatorHash),p.releaseFs&&p.releaseFs()}).finally(()=>{u.tick()})))}),c)throw c}async linkEverything({cache:e,report:t,fetcher:i,mode:n}){var A,oe,ce;let s={mockedPackages:this.disabledLocators,unstablePackages:this.conditionalLocators,skipIntegrityCheck:!0},o=i||this.configuration.makeFetcher(),a={checksums:this.storedChecksums,project:this,cache:e,fetcher:o,report:t,skipIntegrityCheck:!0,cacheOptions:s},l=this.configuration.getLinkers(),c={project:this,report:t},u=new Map(l.map(Z=>{let O=Z.makeInstaller(c),L=O.getCustomDataKey(),de=this.installersCustomData.get(L);return typeof de!="undefined"&&O.attachCustomData(de),[Z,O]})),g=new Map,f=new Map,h=new Map,p=new Map(await ho([...this.accessibleLocators].map(async Z=>{let O=this.storedPackages.get(Z);if(!O)throw new Error("Assertion failed: The locator should have been registered");return[Z,await o.fetch(O,a)]}))),m=[];for(let Z of this.accessibleLocators){let O=this.storedPackages.get(Z);if(typeof O=="undefined")throw new Error("Assertion failed: The locator should have been registered");let L=p.get(O.locatorHash);if(typeof L=="undefined")throw new Error("Assertion failed: The fetch result should have been registered");let de=[],Be=re=>{de.push(re)},Ge=this.tryWorkspaceByLocator(O);if(Ge!==null){let re=[],{scripts:se}=Ge.manifest;for(let he of["preinstall","install","postinstall"])se.has(he)&&re.push([cs.SCRIPT,he]);try{for(let[he,Fe]of u)if(he.supportsPackage(O,c)&&(await Fe.installPackage(O,L,{holdFetchResult:Be})).buildDirective!==null)throw new Error("Assertion failed: Linkers can't return build directives for workspaces; this responsibility befalls to the Yarn core")}finally{de.length===0?(A=L.releaseFs)==null||A.call(L):m.push(ho(de).catch(()=>{}).then(()=>{var he;(he=L.releaseFs)==null||he.call(L)}))}let be=x.join(L.packageFs.getRealPath(),L.prefixPath);f.set(O.locatorHash,be),!ta(O)&&re.length>0&&h.set(O.locatorHash,{directives:re,buildLocations:[be]})}else{let re=l.find(he=>he.supportsPackage(O,c));if(!re)throw new ct(X.LINKER_NOT_FOUND,`${It(this.configuration,O)} isn't supported by any available linker`);let se=u.get(re);if(!se)throw new Error("Assertion failed: The installer should have been registered");let be;try{be=await se.installPackage(O,L,{holdFetchResult:Be})}finally{de.length===0?(oe=L.releaseFs)==null||oe.call(L):m.push(ho(de).then(()=>{}).then(()=>{var he;(he=L.releaseFs)==null||he.call(L)}))}g.set(O.locatorHash,re),f.set(O.locatorHash,be.packageLocation),be.buildDirective&&be.buildDirective.length>0&&be.packageLocation&&h.set(O.locatorHash,{directives:be.buildDirective,buildLocations:[be.packageLocation]})}}let y=new Map;for(let Z of this.accessibleLocators){let O=this.storedPackages.get(Z);if(!O)throw new Error("Assertion failed: The locator should have been registered");let L=this.tryWorkspaceByLocator(O)!==null,de=async(Be,Ge)=>{let re=f.get(O.locatorHash);if(typeof re=="undefined")throw new Error(`Assertion failed: The package (${It(this.configuration,O)}) should have been registered`);let se=[];for(let be of O.dependencies.values()){let he=this.storedResolutions.get(be.descriptorHash);if(typeof he=="undefined")throw new Error(`Assertion failed: The resolution (${sr(this.configuration,be)}, from ${It(this.configuration,O)})should have been registered`);let Fe=this.storedPackages.get(he);if(typeof Fe=="undefined")throw new Error(`Assertion failed: The package (${he}, resolved from ${sr(this.configuration,be)}) should have been registered`);let Ue=this.tryWorkspaceByLocator(Fe)===null?g.get(he):null;if(typeof Ue=="undefined")throw new Error(`Assertion failed: The package (${he}, resolved from ${sr(this.configuration,be)}) should have been registered`);Ue===Be||Ue===null?f.get(Fe.locatorHash)!==null&&se.push([be,Fe]):!L&&re!==null&&Ng(y,he).push(re)}re!==null&&await Ge.attachInternalDependencies(O,se)};if(L)for(let[Be,Ge]of u)Be.supportsPackage(O,c)&&await de(Be,Ge);else{let Be=g.get(O.locatorHash);if(!Be)throw new Error("Assertion failed: The linker should have been found");let Ge=u.get(Be);if(!Ge)throw new Error("Assertion failed: The installer should have been registered");await de(Be,Ge)}}for(let[Z,O]of y){let L=this.storedPackages.get(Z);if(!L)throw new Error("Assertion failed: The package should have been registered");let de=g.get(L.locatorHash);if(!de)throw new Error("Assertion failed: The linker should have been found");let Be=u.get(de);if(!Be)throw new Error("Assertion failed: The installer should have been registered");await Be.attachExternalDependents(L,O)}let b=new Map;for(let Z of u.values()){let O=await Z.finalizeInstall();for(let L of(ce=O==null?void 0:O.records)!=null?ce:[])h.set(L.locatorHash,{directives:L.buildDirective,buildLocations:L.buildLocations});typeof(O==null?void 0:O.customData)!="undefined"&&b.set(Z.getCustomDataKey(),O.customData)}if(this.installersCustomData=b,await ho(m),n===Ci.SkipBuild)return;let v=new Set(this.storedPackages.keys()),k=new Set(h.keys());for(let Z of k)v.delete(Z);let T=(0,n0.createHash)("sha512");T.update(process.versions.node),await this.configuration.triggerHook(Z=>Z.globalHashGeneration,this,Z=>{T.update("\0"),T.update(Z)});let Y=T.digest("hex"),q=new Map,$=Z=>{let O=q.get(Z.locatorHash);if(typeof O!="undefined")return O;let L=this.storedPackages.get(Z.locatorHash);if(typeof L=="undefined")throw new Error("Assertion failed: The package should have been registered");let de=(0,n0.createHash)("sha512");de.update(Z.locatorHash),q.set(Z.locatorHash,"");for(let Be of L.dependencies.values()){let Ge=this.storedResolutions.get(Be.descriptorHash);if(typeof Ge=="undefined")throw new Error(`Assertion failed: The resolution (${sr(this.configuration,Be)}) should have been registered`);let re=this.storedPackages.get(Ge);if(typeof re=="undefined")throw new Error("Assertion failed: The package should have been registered");de.update($(re))}return O=de.digest("hex"),q.set(Z.locatorHash,O),O},z=(Z,O)=>{let L=(0,n0.createHash)("sha512");L.update(Y),L.update($(Z));for(let de of O)L.update(de);return L.digest("hex")},ne=new Map,ee=!1;for(;k.size>0;){let Z=k.size,O=[];for(let L of k){let de=this.storedPackages.get(L);if(!de)throw new Error("Assertion failed: The package should have been registered");let Be=!0;for(let se of de.dependencies.values()){let be=this.storedResolutions.get(se.descriptorHash);if(!be)throw new Error(`Assertion failed: The resolution (${sr(this.configuration,se)}) should have been registered`);if(k.has(be)){Be=!1;break}}if(!Be)continue;k.delete(L);let Ge=h.get(de.locatorHash);if(!Ge)throw new Error("Assertion failed: The build directive should have been registered");let re=z(de,Ge.buildLocations);if(this.storedBuildState.get(de.locatorHash)===re){ne.set(de.locatorHash,re);continue}ee||(await this.persistInstallStateFile(),ee=!0),this.storedBuildState.has(de.locatorHash)?t.reportInfo(X.MUST_REBUILD,`${It(this.configuration,de)} must be rebuilt because its dependency tree changed`):t.reportInfo(X.MUST_BUILD,`${It(this.configuration,de)} must be built because it never has been before or the last one failed`);for(let se of Ge.buildLocations){if(!x.isAbsolute(se))throw new Error(`Assertion failed: Expected the build location to be absolute (not ${se})`);O.push((async()=>{for(let[be,he]of Ge.directives){let Fe=`# This file contains the result of Yarn building a package (${Fs(de)}) +`;switch(be){case cs.SCRIPT:Fe+=`# Script name: ${he} +`;break;case cs.SHELLCODE:Fe+=`# Script code: ${he} +`;break}let Ue=null;if(!await U.mktempPromise(async ve=>{let pe=x.join(ve,"build.log"),{stdout:V,stderr:Qe}=this.configuration.getSubprocessStreams(pe,{header:Fe,prefix:It(this.configuration,de),report:t}),le;try{switch(be){case cs.SCRIPT:le=await sB(de,he,[],{cwd:se,project:this,stdin:Ue,stdout:V,stderr:Qe});break;case cs.SHELLCODE:le=await iD(de,he,[],{cwd:se,project:this,stdin:Ue,stdout:V,stderr:Qe});break}}catch(gt){Qe.write(gt.stack),le=1}if(V.end(),Qe.end(),le===0)return ne.set(de.locatorHash,re),!0;U.detachTemp(ve);let fe=`${It(this.configuration,de)} couldn't be built successfully (exit code ${tt(this.configuration,le,Ye.NUMBER)}, logs can be found here: ${tt(this.configuration,pe,Ye.PATH)})`;return this.optionalBuilds.has(de.locatorHash)?(t.reportInfo(X.BUILD_FAILED,fe),ne.set(de.locatorHash,re),!0):(t.reportError(X.BUILD_FAILED,fe),!1)}))return}})())}}if(await ho(O),Z===k.size){let L=Array.from(k).map(de=>{let Be=this.storedPackages.get(de);if(!Be)throw new Error("Assertion failed: The package should have been registered");return It(this.configuration,Be)}).join(", ");t.reportError(X.CYCLIC_DEPENDENCIES,`Some packages have circular dependencies that make their build order unsatisfiable - as a result they won't be built (affected packages are: ${L})`);break}}this.storedBuildState=ne}async install(e){var a,l;let t=this.configuration.get("nodeLinker");(a=ye.telemetry)==null||a.reportInstall(t),await e.report.startTimerPromise("Project validation",{skipIfEmpty:!0},async()=>{await this.configuration.triggerHook(c=>c.validateProject,this,{reportWarning:e.report.reportWarning.bind(e.report),reportError:e.report.reportError.bind(e.report)})});for(let c of this.configuration.packageExtensions.values())for(let[,u]of c)for(let g of u)g.status=qi.Inactive;let i=x.join(this.cwd,this.configuration.get("lockfileFilename")),n=null;if(e.immutable)try{n=await U.readFilePromise(i,"utf8")}catch(c){throw c.code==="ENOENT"?new ct(X.FROZEN_LOCKFILE_EXCEPTION,"The lockfile would have been created by this install, which is explicitly forbidden."):c}await e.report.startTimerPromise("Resolution step",async()=>{await this.resolveEverything(e)}),await e.report.startTimerPromise("Post-resolution validation",{skipIfEmpty:!0},async()=>{for(let[,c]of this.configuration.packageExtensions)for(let[,u]of c)for(let g of u)if(g.userProvided){let f=tt(this.configuration,g,Ye.PACKAGE_EXTENSION);switch(g.status){case qi.Inactive:e.report.reportWarning(X.UNUSED_PACKAGE_EXTENSION,`${f}: No matching package in the dependency tree; you may not need this rule anymore.`);break;case qi.Redundant:e.report.reportWarning(X.REDUNDANT_PACKAGE_EXTENSION,`${f}: This rule seems redundant when applied on the original package; the extension may have been applied upstream.`);break}}if(n!==null){let c=oc(n,this.generateLockfile());if(c!==n){let u=e7(i,i,n,c,void 0,void 0,{maxEditLength:100});if(u){e.report.reportSeparator();for(let g of u.hunks){e.report.reportInfo(null,`@@ -${g.oldStart},${g.oldLines} +${g.newStart},${g.newLines} @@`);for(let f of g.lines)f.startsWith("+")?e.report.reportError(X.FROZEN_LOCKFILE_EXCEPTION,tt(this.configuration,f,Ye.ADDED)):f.startsWith("-")?e.report.reportError(X.FROZEN_LOCKFILE_EXCEPTION,tt(this.configuration,f,Ye.REMOVED)):e.report.reportInfo(null,tt(this.configuration,f,"grey"))}e.report.reportSeparator()}throw new ct(X.FROZEN_LOCKFILE_EXCEPTION,"The lockfile would have been modified by this install, which is explicitly forbidden.")}}});for(let c of this.configuration.packageExtensions.values())for(let[,u]of c)for(let g of u)g.userProvided&&g.status===qi.Active&&((l=ye.telemetry)==null||l.reportPackageExtension(Mc(g,Ye.PACKAGE_EXTENSION)));await e.report.startTimerPromise("Fetch step",async()=>{await this.fetchEverything(e),(typeof e.persistProject=="undefined"||e.persistProject)&&e.mode!==Ci.UpdateLockfile&&await this.cacheCleanup(e)});let s=e.immutable?[...new Set(this.configuration.get("immutablePatterns"))].sort():[],o=await Promise.all(s.map(async c=>aw(c,{cwd:this.cwd})));(typeof e.persistProject=="undefined"||e.persistProject)&&await this.persist(),await e.report.startTimerPromise("Link step",async()=>{if(e.mode===Ci.UpdateLockfile){e.report.reportWarning(X.UPDATE_LOCKFILE_ONLY_SKIP_LINK,`Skipped due to ${tt(this.configuration,"mode=update-lockfile",Ye.CODE)}`);return}await this.linkEverything(e);let c=await Promise.all(s.map(async u=>aw(u,{cwd:this.cwd})));for(let u=0;uc.afterAllInstalled,this,e)}generateLockfile(){let e=new Map;for(let[n,s]of this.storedResolutions.entries()){let o=e.get(s);o||e.set(s,o=new Set),o.add(n)}let t={};t.__metadata={version:cZ,cacheKey:void 0};for(let[n,s]of e.entries()){let o=this.originalPackages.get(n);if(!o)continue;let a=[];for(let f of s){let h=this.storedDescriptors.get(f);if(!h)throw new Error("Assertion failed: The descriptor should have been registered");a.push(h)}let l=a.map(f=>Pn(f)).sort().join(", "),c=new At;c.version=o.linkType===Qt.HARD?o.version:"0.0.0-use.local",c.languageName=o.languageName,c.dependencies=new Map(o.dependencies),c.peerDependencies=new Map(o.peerDependencies),c.dependenciesMeta=new Map(o.dependenciesMeta),c.peerDependenciesMeta=new Map(o.peerDependenciesMeta),c.bin=new Map(o.bin);let u,g=this.storedChecksums.get(o.locatorHash);if(typeof g!="undefined"){let f=g.indexOf("/");if(f===-1)throw new Error("Assertion failed: Expected the checksum to reference its cache key");let h=g.slice(0,f),p=g.slice(f+1);typeof t.__metadata.cacheKey=="undefined"&&(t.__metadata.cacheKey=h),h===t.__metadata.cacheKey?u=p:u=g}t[l]=te(N({},c.exportTo({},{compatibilityMode:!1})),{linkType:o.linkType.toLowerCase(),resolution:Fs(o),checksum:u,conditions:o.conditions||void 0})}return`${[`# This file is generated by running "yarn install" inside your project. +`,`# Manual changes might be lost - proceed with caution! +`].join("")} +`+Ua(t)}async persistLockfile(){let e=x.join(this.cwd,this.configuration.get("lockfileFilename")),t="";try{t=await U.readFilePromise(e,"utf8")}catch(s){}let i=this.generateLockfile(),n=oc(t,i);n!==t&&(await U.writeFilePromise(e,n),this.lockFileChecksum=gZ(n),this.lockfileNeedsRefresh=!1)}async persistInstallStateFile(){let e=[];for(let o of Object.values(HR))e.push(...o);let t=(0,s0.default)(this,e),i=UR.default.serialize(t),n=ln(i);if(this.installStateChecksum===n)return;let s=this.configuration.get("installStatePath");await U.mkdirPromise(x.dirname(s),{recursive:!0}),await U.writeFilePromise(s,await $Oe(i)),this.installStateChecksum=n}async restoreInstallState({restoreInstallersCustomData:e=!0,restoreResolutions:t=!0,restoreBuildState:i=!0}={}){let n=this.configuration.get("installStatePath"),s;try{let o=await eMe(await U.readFilePromise(n));s=UR.default.deserialize(o),this.installStateChecksum=ln(o)}catch{t&&await this.applyLightResolution();return}e&&typeof s.installersCustomData!="undefined"&&(this.installersCustomData=s.installersCustomData),i&&Object.assign(this,(0,s0.default)(s,HR.restoreBuildState)),t&&(s.lockFileChecksum===this.lockFileChecksum?(Object.assign(this,(0,s0.default)(s,HR.restoreResolutions)),this.refreshWorkspaceDependencies()):await this.applyLightResolution())}async applyLightResolution(){await this.resolveEverything({lockfileOnly:!0,report:new di}),await this.persistInstallStateFile()}async persist(){await this.persistLockfile();for(let e of this.workspacesByCwd.values())await e.persistManifest()}async cacheCleanup({cache:e,report:t}){if(this.configuration.get("enableGlobalCache"))return;let i=new Set([".gitignore"]);if(!lx(e.cwd,this.cwd)||!await U.existsPromise(e.cwd))return;let n=this.configuration.get("preferAggregateCacheInfo"),s=0,o=null;for(let a of await U.readdirPromise(e.cwd)){if(i.has(a))continue;let l=x.resolve(e.cwd,a);e.markedFiles.has(l)||(o=a,e.immutable?t.reportError(X.IMMUTABLE_CACHE,`${tt(this.configuration,x.basename(l),"magenta")} appears to be unused and would be marked for deletion, but the cache is immutable`):(n?s+=1:t.reportInfo(X.UNUSED_CACHE_ENTRY,`${tt(this.configuration,x.basename(l),"magenta")} appears to be unused - removing`),await U.removePromise(l)))}n&&s!==0&&t.reportInfo(X.UNUSED_CACHE_ENTRY,s>1?`${s} packages appeared to be unused and were removed`:`${o} appeared to be unused and was removed`),e.markedFiles.clear()}};function tMe({project:r,allDescriptors:e,allResolutions:t,allPackages:i,accessibleLocators:n=new Set,optionalBuilds:s=new Set,peerRequirements:o=new Map,volatileDescriptors:a=new Set,report:l,tolerateMissingPackages:c=!1}){var ne;let u=new Map,g=[],f=new Map,h=new Map,p=new Map,m=new Map,y=new Map,b=new Map(r.workspaces.map(ee=>{let A=ee.anchoredLocator.locatorHash,oe=i.get(A);if(typeof oe=="undefined"){if(c)return[A,null];throw new Error("Assertion failed: The workspace should have an associated package")}return[A,ud(oe)]})),v=()=>{let ee=U.mktempSync(),A=x.join(ee,"stacktrace.log"),oe=String(g.length+1).length,ce=g.map((Z,O)=>`${`${O+1}.`.padStart(oe," ")} ${Fs(Z)} +`).join("");throw U.writeFileSync(A,ce),U.detachTemp(ee),new ct(X.STACK_OVERFLOW_RESOLUTION,`Encountered a stack overflow when resolving peer dependencies; cf ${H.fromPortablePath(A)}`)},k=ee=>{let A=t.get(ee.descriptorHash);if(typeof A=="undefined")throw new Error("Assertion failed: The resolution should have been registered");let oe=i.get(A);if(!oe)throw new Error("Assertion failed: The package could not be found");return 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of e.storedDescriptors.values())h.identHash===r.identHash&&c.push({descriptor:h,name:`Reuse ${P.prettyDescriptor(e.configuration,h)}`,reason:"(already used somewhere in the lockfile)"})});break;case Vr.PROJECT:await g(async()=>{if(t.manifest.name!==null&&r.identHash===t.manifest.name.identHash)return;let h=e.tryWorkspaceByIdent(r);if(h===null)return;let p=Lne(h,s);c.push({descriptor:p,name:`Attach ${P.prettyDescriptor(e.configuration,p)}`,reason:`(local workspace at ${ae.pretty(e.configuration,h.relativeCwd,ae.Type.PATH)})`})});break;case Vr.LATEST:await g(async()=>{if(r.range!=="unknown")c.push({descriptor:r,name:`Use ${P.prettyRange(e.configuration,r.range)}`,reason:"(explicit range requested)"});else if(n===Hr.PEER)c.push({descriptor:P.makeDescriptor(r,"*"),name:"Use *",reason:"(catch-all peer dependency pattern)"});else if(!e.configuration.get("enableNetwork"))c.push({descriptor:null,name:"Resolve from latest",reason:ae.pretty(e.configuration,"(unavailable because enableNetwork is toggled off)","grey")});else{let h=await gN(r,"latest",{project:e,cache:i,workspace:t,preserveModifier:!1});h&&(h=Fne(h,s),c.push({descriptor:h,name:`Use ${P.prettyDescriptor(e.configuration,h)}`,reason:"(resolved from latest)"}))}});break}}return{suggestions:c.slice(0,a),rejections:u.slice(0,a)}}async function gN(r,e,{project:t,cache:i,workspace:n,preserveModifier:s=!0}){let o=P.makeDescriptor(r,e),a=new di,l=t.configuration.makeFetcher(),c=t.configuration.makeResolver(),u={project:t,fetcher:l,cache:i,checksums:t.storedChecksums,report:a,cacheOptions:{skipIntegrityCheck:!0},skipIntegrityCheck:!0},g=te(N({},u),{resolver:c,fetchOptions:u}),f=c.bindDescriptor(o,n.anchoredLocator,g),h=await c.getCandidates(f,new Map,g);if(h.length===0)return null;let p=h[0],{protocol:m,source:y,params:b,selector:v}=P.parseRange(P.convertToManifestRange(p.reference));if(m===t.configuration.get("defaultProtocol")&&(m=null),uN.default.valid(v)&&s!==!1){let k=typeof 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Did you perhaps forget to explicitly reference the package name?`);let k=PYe(i,b,{dev:this.dev,peer:this.peer,preferDev:this.preferDev,optional:this.optional}),T=await VC(b,{project:t,workspace:i,cache:n,target:k,modifier:o,strategies:a,maxResults:l});return[b,T,k]})),u=await dA.start({configuration:e,stdout:this.context.stdout,suggestInstall:!1},async y=>{for(let[b,{suggestions:v,rejections:k}]of c)if(v.filter(Y=>Y.descriptor!==null).length===0){let[Y]=k;if(typeof Y=="undefined")throw new Error("Assertion failed: Expected an error to have been set");t.configuration.get("enableNetwork")?y.reportError(X.CANT_SUGGEST_RESOLUTIONS,`${P.prettyDescriptor(e,b)} can't be resolved to a satisfying range`):y.reportError(X.CANT_SUGGEST_RESOLUTIONS,`${P.prettyDescriptor(e,b)} can't be resolved to a satisfying range (note: network resolution has been disabled)`),y.reportSeparator(),y.reportExceptionOnce(Y)}});if(u.hasErrors())return u.exitCode();let g=!1,f=[],h=[];for(let[,{suggestions:y},b]of c){let v,k=y.filter($=>$.descriptor!==null),T=k[0].descriptor,Y=k.every($=>P.areDescriptorsEqual($.descriptor,T));k.length===1||Y?v=T:(g=!0,{answer:v}=await(0,One.prompt)({type:"select",name:"answer",message:"Which range do you want to use?",choices:y.map(({descriptor:$,name:z,reason:ne})=>$?{name:z,hint:ne,descriptor:$}:{name:z,hint:ne,disabled:!0}),onCancel:()=>process.exit(130),result($){return this.find($,"descriptor")},stdin:this.context.stdin,stdout:this.context.stdout}));let q=i.manifest[b].get(v.identHash);(typeof q=="undefined"||q.descriptorHash!==v.descriptorHash)&&(i.manifest[b].set(v.identHash,v),this.optional&&(b==="dependencies"?i.manifest.ensureDependencyMeta(te(N({},v),{range:"unknown"})).optional=!0:b==="peerDependencies"&&(i.manifest.ensurePeerDependencyMeta(te(N({},v),{range:"unknown"})).optional=!0)),typeof q=="undefined"?f.push([i,b,v,a]):h.push([i,b,q,v]))}return await e.triggerMultipleHooks(y=>y.afterWorkspaceDependencyAddition,f),await e.triggerMultipleHooks(y=>y.afterWorkspaceDependencyReplacement,h),g&&this.context.stdout.write(` +`),(await Je.start({configuration:e,json:this.json,stdout:this.context.stdout,includeLogs:!this.context.quiet},async y=>{await t.install({cache:n,report:y,mode:this.mode})})).exitCode()}};XC.paths=[["add"]],XC.usage=Re.Usage({description:"add dependencies to the project",details:"\n This command adds a package to the package.json for the nearest workspace.\n\n - If it didn't exist before, the package will by default be added to the regular `dependencies` field, but this behavior can be overriden thanks to the `-D,--dev` flag (which will cause the dependency to be added to the `devDependencies` field instead) and the `-P,--peer` flag (which will do the same but for `peerDependencies`).\n\n - If the package was already listed in your dependencies, it will by default be upgraded whether it's part of your `dependencies` or `devDependencies` (it won't ever update `peerDependencies`, though).\n\n - If set, the `--prefer-dev` flag will operate as a more flexible `-D,--dev` in that it will add the package to your `devDependencies` if it isn't already listed in either `dependencies` or `devDependencies`, but it will also happily upgrade your `dependencies` if that's what you already use (whereas `-D,--dev` would throw an exception).\n\n - If set, the `-O,--optional` flag will add the package to the `optionalDependencies` field and, in combination with the `-P,--peer` flag, it will add the package as an optional peer dependency. If the package was already listed in your `dependencies`, it will be upgraded to `optionalDependencies`. If the package was already listed in your `peerDependencies`, in combination with the `-P,--peer` flag, it will be upgraded to an optional peer dependency: `\"peerDependenciesMeta\": { \"\": { \"optional\": true } }`\n\n - If the added package doesn't specify a range at all its `latest` tag will be resolved and the returned version will be used to generate a new semver range (using the `^` modifier by default unless otherwise configured via the `defaultSemverRangePrefix` configuration, or the `~` modifier if `-T,--tilde` is specified, or no modifier at all if `-E,--exact` is specified). Two exceptions to this rule: the first one is that if the package is a workspace then its local version will be used, and the second one is that if you use `-P,--peer` the default range will be `*` and won't be resolved at all.\n\n - If the added package specifies a range (such as `^1.0.0`, `latest`, or `rc`), Yarn will add this range as-is in the resulting package.json entry (in particular, tags such as `rc` will be encoded as-is rather than being converted into a semver range).\n\n If the `--cached` option is used, Yarn will preferably reuse the highest version already used somewhere within the project, even if through a transitive dependency.\n\n If the `-i,--interactive` option is used (or if the `preferInteractive` settings is toggled on) the command will first try to check whether other workspaces in the project use the specified package and, if so, will offer to reuse them.\n\n If the `--mode=` option is set, Yarn will change which artifacts are generated. The modes currently supported are:\n\n - `skip-build` will not run the build scripts at all. Note that this is different from setting `enableScripts` to false because the later will disable build scripts, and thus affect the content of the artifacts generated on disk, whereas the former will just disable the build step - but not the scripts themselves, which just won't run.\n\n - `update-lockfile` will skip the link step altogether, and only fetch packages that are missing from the lockfile (or that have no associated checksums). This mode is typically used by tools like Renovate or Dependabot to keep a lockfile up-to-date without incurring the full install cost.\n\n For a compilation of all the supported protocols, please consult the dedicated page from our website: https://yarnpkg.com/features/protocols.\n ",examples:[["Add a regular package to the current workspace","$0 add lodash"],["Add a specific version for a package to the current workspace","$0 add lodash@1.2.3"],["Add a package from a GitHub repository (the master branch) to the current workspace using a URL","$0 add lodash@https://github.com/lodash/lodash"],["Add a package from a GitHub repository (the master branch) to the current workspace using the GitHub protocol","$0 add lodash@github:lodash/lodash"],["Add a package from a GitHub repository (the master branch) to the current workspace using the GitHub protocol (shorthand)","$0 add lodash@lodash/lodash"],["Add a package from a specific branch of a GitHub repository to the current workspace using the GitHub protocol (shorthand)","$0 add lodash-es@lodash/lodash#es"]]});var Mne=XC;function PYe(r,e,{dev:t,peer:i,preferDev:n,optional:s}){let o=r.manifest[Hr.REGULAR].has(e.identHash),a=r.manifest[Hr.DEVELOPMENT].has(e.identHash),l=r.manifest[Hr.PEER].has(e.identHash);if((t||i)&&o)throw new Pe(`Package "${P.prettyIdent(r.project.configuration,e)}" is already listed as a regular dependency - remove the -D,-P flags or remove it from your dependencies first`);if(!t&&!i&&l)throw new Pe(`Package "${P.prettyIdent(r.project.configuration,e)}" is already listed as a peer dependency - use either of -D or -P, or remove it from your peer dependencies first`);if(s&&a)throw new Pe(`Package "${P.prettyIdent(r.project.configuration,e)}" is already listed as a dev dependency - remove the -O flag or remove it from your dev dependencies first`);if(s&&!i&&l)throw new Pe(`Package "${P.prettyIdent(r.project.configuration,e)}" is already listed as a peer dependency - remove the -O flag or add the -P flag or remove it from your peer dependencies first`);if((t||n)&&s)throw new Pe(`Package "${P.prettyIdent(r.project.configuration,e)}" cannot simultaneously be a dev dependency and an optional dependency`);return i?Hr.PEER:t||n?Hr.DEVELOPMENT:o?Hr.REGULAR:a?Hr.DEVELOPMENT:Hr.REGULAR}var ZC=class extends Le{constructor(){super(...arguments);this.verbose=J.Boolean("-v,--verbose",!1,{description:"Print both the binary name and the locator of the package that provides the binary"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.name=J.String({required:!1})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,locator:i}=await ze.find(e,this.context.cwd);if(await t.restoreInstallState(),this.name){let o=(await Zt.getPackageAccessibleBinaries(i,{project:t})).get(this.name);if(!o)throw new Pe(`Couldn't find a binary named "${this.name}" for package "${P.prettyLocator(e,i)}"`);let[,a]=o;return this.context.stdout.write(`${a} +`),0}return(await Je.start({configuration:e,json:this.json,stdout:this.context.stdout},async s=>{let o=await Zt.getPackageAccessibleBinaries(i,{project:t}),l=Array.from(o.keys()).reduce((c,u)=>Math.max(c,u.length),0);for(let[c,[u,g]]of o)s.reportJson({name:c,source:P.stringifyIdent(u),path:g});if(this.verbose)for(let[c,[u]]of o)s.reportInfo(null,`${c.padEnd(l," ")} ${P.prettyLocator(e,u)}`);else for(let c of o.keys())s.reportInfo(null,c)})).exitCode()}};ZC.paths=[["bin"]],ZC.usage=Re.Usage({description:"get the path to a binary script",details:` + When used without arguments, this command will print the list of all the binaries available in the current workspace. Adding the \`-v,--verbose\` flag will cause the output to contain both the binary name and the locator of the package that provides the binary. + + When an argument is specified, this command will just print the path to the binary on the standard output and exit. Note that the reported path may be stored within a zip archive. + `,examples:[["List all the available binaries","$0 bin"],["Print the path to a specific binary","$0 bin eslint"]]});var Une=ZC;var $C=class extends Le{constructor(){super(...arguments);this.mirror=J.Boolean("--mirror",!1,{description:"Remove the global cache files instead of the local cache files"});this.all=J.Boolean("--all",!1,{description:"Remove both the global cache files and the local cache files of the current project"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=await Nt.find(e);return(await Je.start({configuration:e,stdout:this.context.stdout},async()=>{let n=(this.all||this.mirror)&&t.mirrorCwd!==null,s=!this.mirror;n&&(await U.removePromise(t.mirrorCwd),await e.triggerHook(o=>o.cleanGlobalArtifacts,e)),s&&await U.removePromise(t.cwd)})).exitCode()}};$C.paths=[["cache","clean"],["cache","clear"]],$C.usage=Re.Usage({description:"remove the shared cache files",details:` + This command will remove all the files from the cache. + `,examples:[["Remove all the local archives","$0 cache clean"],["Remove all the archives stored in the ~/.yarn directory","$0 cache clean --mirror"]]});var Kne=$C;var Hne=ge(m0()),hN=ge(require("util")),em=class extends Le{constructor(){super(...arguments);this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.unsafe=J.Boolean("--no-redacted",!1,{description:"Don't redact secrets (such as tokens) from the output"});this.name=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=this.name.replace(/[.[].*$/,""),i=this.name.replace(/^[^.[]*/,"");if(typeof e.settings.get(t)=="undefined")throw new Pe(`Couldn't find a configuration settings named "${t}"`);let s=e.getSpecial(t,{hideSecrets:!this.unsafe,getNativePaths:!0}),o=Se.convertMapsToIndexableObjects(s),a=i?(0,Hne.default)(o,i):o,l=await Je.start({configuration:e,includeFooter:!1,json:this.json,stdout:this.context.stdout},async c=>{c.reportJson(a)});if(!this.json){if(typeof a=="string")return this.context.stdout.write(`${a} +`),l.exitCode();hN.inspect.styles.name="cyan",this.context.stdout.write(`${(0,hN.inspect)(a,{depth:Infinity,colors:e.get("enableColors"),compact:!1})} +`)}return l.exitCode()}};em.paths=[["config","get"]],em.usage=Re.Usage({description:"read a configuration settings",details:` + This command will print a configuration setting. + + Secrets (such as tokens) will be redacted from the output by default. If this behavior isn't desired, set the \`--no-redacted\` to get the untransformed value. + `,examples:[["Print a simple configuration setting","yarn config get yarnPath"],["Print a complex configuration setting","yarn config get packageExtensions"],["Print a nested field from the configuration",`yarn config get 'npmScopes["my-company"].npmRegistryServer'`],["Print a token from the configuration","yarn config get npmAuthToken --no-redacted"],["Print a configuration setting as JSON","yarn config get packageExtensions --json"]]});var jne=em;var eoe=ge(IN()),toe=ge(m0()),roe=ge($se()),yN=ge(require("util")),rm=class extends Le{constructor(){super(...arguments);this.json=J.Boolean("--json",!1,{description:"Set complex configuration settings to JSON values"});this.home=J.Boolean("-H,--home",!1,{description:"Update the home configuration instead of the project configuration"});this.name=J.String();this.value=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=()=>{if(!e.projectCwd)throw new Pe("This command must be run from within a project folder");return e.projectCwd},i=this.name.replace(/[.[].*$/,""),n=this.name.replace(/^[^.[]*\.?/,"");if(typeof e.settings.get(i)=="undefined")throw new Pe(`Couldn't find a configuration settings named "${i}"`);if(i==="enableStrictSettings")throw new Pe("This setting only affects the file it's in, and thus cannot be set from the CLI");let o=this.json?JSON.parse(this.value):this.value;await(this.home?h=>ye.updateHomeConfiguration(h):h=>ye.updateConfiguration(t(),h))(h=>{if(n){let p=(0,eoe.default)(h);return(0,roe.default)(p,this.name,o),p}else return te(N({},h),{[i]:o})});let c=(await ye.find(this.context.cwd,this.context.plugins)).getSpecial(i,{hideSecrets:!0,getNativePaths:!0}),u=Se.convertMapsToIndexableObjects(c),g=n?(0,toe.default)(u,n):u;return(await Je.start({configuration:e,includeFooter:!1,stdout:this.context.stdout},async h=>{yN.inspect.styles.name="cyan",h.reportInfo(X.UNNAMED,`Successfully set ${this.name} to ${(0,yN.inspect)(g,{depth:Infinity,colors:e.get("enableColors"),compact:!1})}`)})).exitCode()}};rm.paths=[["config","set"]],rm.usage=Re.Usage({description:"change a configuration settings",details:` + This command will set a configuration setting. + + When used without the \`--json\` flag, it can only set a simple configuration setting (a string, a number, or a boolean). + + When used with the \`--json\` flag, it can set both simple and complex configuration settings, including Arrays and Objects. + `,examples:[["Set a simple configuration setting (a string, a number, or a boolean)","yarn config set initScope myScope"],["Set a simple configuration setting (a string, a number, or a boolean) using the `--json` flag",'yarn config set initScope --json \\"myScope\\"'],["Set a complex configuration setting (an Array) using the `--json` flag",`yarn config set unsafeHttpWhitelist --json '["*.example.com", "example.com"]'`],["Set a complex configuration setting (an Object) using the `--json` flag",`yarn config set packageExtensions --json '{ "@babel/parser@*": { "dependencies": { "@babel/types": "*" } } }'`],["Set a nested configuration setting",'yarn config set npmScopes.company.npmRegistryServer "https://npm.example.com"'],["Set a nested configuration setting using indexed access for non-simple keys",`yarn config set 'npmRegistries["//npm.example.com"].npmAuthToken' "ffffffff-ffff-ffff-ffff-ffffffffffff"`]]});var ioe=rm;var goe=ge(IN()),foe=ge(wC()),hoe=ge(uoe()),im=class extends Le{constructor(){super(...arguments);this.home=J.Boolean("-H,--home",!1,{description:"Update the home configuration instead of the project configuration"});this.name=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=()=>{if(!e.projectCwd)throw new Pe("This command must be run from within a project folder");return e.projectCwd},i=this.name.replace(/[.[].*$/,""),n=this.name.replace(/^[^.[]*\.?/,"");if(typeof e.settings.get(i)=="undefined")throw new Pe(`Couldn't find a configuration settings named "${i}"`);let o=this.home?l=>ye.updateHomeConfiguration(l):l=>ye.updateConfiguration(t(),l);return(await Je.start({configuration:e,includeFooter:!1,stdout:this.context.stdout},async l=>{let c=!1;await o(u=>{if(!(0,foe.default)(u,this.name))return l.reportWarning(X.UNNAMED,`Configuration doesn't contain setting ${this.name}; there is nothing to unset`),c=!0,u;let g=n?(0,goe.default)(u):N({},u);return(0,hoe.default)(g,this.name),g}),c||l.reportInfo(X.UNNAMED,`Successfully unset ${this.name}`)})).exitCode()}};im.paths=[["config","unset"]],im.usage=Re.Usage({description:"unset a configuration setting",details:` + This command will unset a configuration setting. + `,examples:[["Unset a simple configuration setting","yarn config unset initScope"],["Unset a complex configuration setting","yarn config unset packageExtensions"],["Unset a nested configuration setting","yarn config unset npmScopes.company.npmRegistryServer"]]});var poe=im;var wN=ge(require("util")),nm=class extends Le{constructor(){super(...arguments);this.verbose=J.Boolean("-v,--verbose",!1,{description:"Print the setting description on top of the regular key/value information"});this.why=J.Boolean("--why",!1,{description:"Print the reason why a setting is set a particular way"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins,{strict:!1});return(await Je.start({configuration:e,json:this.json,stdout:this.context.stdout},async i=>{if(e.invalid.size>0&&!this.json){for(let[n,s]of e.invalid)i.reportError(X.INVALID_CONFIGURATION_KEY,`Invalid configuration key "${n}" in ${s}`);i.reportSeparator()}if(this.json){let n=Se.sortMap(e.settings.keys(),s=>s);for(let s of n){let o=e.settings.get(s),a=e.getSpecial(s,{hideSecrets:!0,getNativePaths:!0}),l=e.sources.get(s);this.verbose?i.reportJson({key:s,effective:a,source:l}):i.reportJson(N({key:s,effective:a,source:l},o))}}else{let n=Se.sortMap(e.settings.keys(),a=>a),s=n.reduce((a,l)=>Math.max(a,l.length),0),o={breakLength:Infinity,colors:e.get("enableColors"),maxArrayLength:2};if(this.why||this.verbose){let a=n.map(c=>{let u=e.settings.get(c);if(!u)throw new Error(`Assertion failed: This settings ("${c}") should have been registered`);let g=this.why?e.sources.get(c)||"":u.description;return[c,g]}),l=a.reduce((c,[,u])=>Math.max(c,u.length),0);for(let[c,u]of a)i.reportInfo(null,`${c.padEnd(s," ")} ${u.padEnd(l," ")} ${(0,wN.inspect)(e.getSpecial(c,{hideSecrets:!0,getNativePaths:!0}),o)}`)}else for(let a of n)i.reportInfo(null,`${a.padEnd(s," ")} ${(0,wN.inspect)(e.getSpecial(a,{hideSecrets:!0,getNativePaths:!0}),o)}`)}})).exitCode()}};nm.paths=[["config"]],nm.usage=Re.Usage({description:"display the current configuration",details:` + This command prints the current active configuration settings. + `,examples:[["Print the active configuration settings","$0 config"]]});var doe=nm;ws();var BN={};ft(BN,{Strategy:()=>bu,acceptedStrategies:()=>FWe,dedupe:()=>bN});var Coe=ge(ns()),bu;(function(e){e.HIGHEST="highest"})(bu||(bu={}));var FWe=new Set(Object.values(bu)),NWe={highest:async(r,e,{resolver:t,fetcher:i,resolveOptions:n,fetchOptions:s})=>{let o=new Map;for(let[a,l]of r.storedResolutions){let c=r.storedDescriptors.get(a);if(typeof c=="undefined")throw new Error(`Assertion failed: The descriptor (${a}) should have been registered`);Se.getSetWithDefault(o,c.identHash).add(l)}return Array.from(r.storedDescriptors.values(),async a=>{if(e.length&&!Coe.default.isMatch(P.stringifyIdent(a),e))return null;let l=r.storedResolutions.get(a.descriptorHash);if(typeof l=="undefined")throw new Error(`Assertion failed: The resolution (${a.descriptorHash}) should have been registered`);let c=r.originalPackages.get(l);if(typeof c=="undefined"||!t.shouldPersistResolution(c,n))return null;let u=o.get(a.identHash);if(typeof u=="undefined")throw new Error(`Assertion failed: The resolutions (${a.identHash}) should have been registered`);if(u.size===1)return null;let g=[...u].map(y=>{let b=r.originalPackages.get(y);if(typeof b=="undefined")throw new Error(`Assertion failed: The package (${y}) should have been registered`);return b.reference}),f=await t.getSatisfying(a,g,n),h=f==null?void 0:f[0];if(typeof h=="undefined")return null;let p=h.locatorHash,m=r.originalPackages.get(p);if(typeof m=="undefined")throw new Error(`Assertion failed: The package (${p}) should have been registered`);return p===l?null:{descriptor:a,currentPackage:c,updatedPackage:m}})}};async function bN(r,{strategy:e,patterns:t,cache:i,report:n}){let{configuration:s}=r,o=new di,a=s.makeResolver(),l=s.makeFetcher(),c={cache:i,checksums:r.storedChecksums,fetcher:l,project:r,report:o,skipIntegrityCheck:!0,cacheOptions:{skipIntegrityCheck:!0}},u={project:r,resolver:a,report:o,fetchOptions:c};return await n.startTimerPromise("Deduplication step",async()=>{let f=await NWe[e](r,t,{resolver:a,resolveOptions:u,fetcher:l,fetchOptions:c}),h=Ji.progressViaCounter(f.length);n.reportProgress(h);let p=0;await Promise.all(f.map(b=>b.then(v=>{if(v===null)return;p++;let{descriptor:k,currentPackage:T,updatedPackage:Y}=v;n.reportInfo(X.UNNAMED,`${P.prettyDescriptor(s,k)} can be deduped from ${P.prettyLocator(s,T)} to ${P.prettyLocator(s,Y)}`),n.reportJson({descriptor:P.stringifyDescriptor(k),currentResolution:P.stringifyLocator(T),updatedResolution:P.stringifyLocator(Y)}),r.storedResolutions.set(k.descriptorHash,Y.locatorHash)}).finally(()=>h.tick())));let m;switch(p){case 0:m="No packages";break;case 1:m="One package";break;default:m=`${p} packages`}let y=ae.pretty(s,e,ae.Type.CODE);return n.reportInfo(X.UNNAMED,`${m} can be deduped using the ${y} strategy`),p})}var sm=class extends Le{constructor(){super(...arguments);this.strategy=J.String("-s,--strategy",bu.HIGHEST,{description:"The strategy to use when deduping dependencies",validator:nn(bu)});this.check=J.Boolean("-c,--check",!1,{description:"Exit with exit code 1 when duplicates are found, without persisting the dependency tree"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.mode=J.String("--mode",{description:"Change what artifacts installs generate",validator:nn(Ci)});this.patterns=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t}=await ze.find(e,this.context.cwd),i=await Nt.find(e);await t.restoreInstallState({restoreResolutions:!1});let n=0,s=await Je.start({configuration:e,includeFooter:!1,stdout:this.context.stdout,json:this.json},async o=>{n=await bN(t,{strategy:this.strategy,patterns:this.patterns,cache:i,report:o})});return s.hasErrors()?s.exitCode():this.check?n?1:0:(await Je.start({configuration:e,stdout:this.context.stdout,json:this.json},async a=>{await t.install({cache:i,report:a,mode:this.mode})})).exitCode()}};sm.paths=[["dedupe"]],sm.usage=Re.Usage({description:"deduplicate dependencies with overlapping ranges",details:"\n Duplicates are defined as descriptors with overlapping ranges being resolved and locked to different locators. They are a natural consequence of Yarn's deterministic installs, but they can sometimes pile up and unnecessarily increase the size of your project.\n\n This command dedupes dependencies in the current project using different strategies (only one is implemented at the moment):\n\n - `highest`: Reuses (where possible) the locators with the highest versions. This means that dependencies can only be upgraded, never downgraded. It's also guaranteed that it never takes more than a single pass to dedupe the entire dependency tree.\n\n **Note:** Even though it never produces a wrong dependency tree, this command should be used with caution, as it modifies the dependency tree, which can sometimes cause problems when packages don't strictly follow semver recommendations. Because of this, it is recommended to also review the changes manually.\n\n If set, the `-c,--check` flag will only report the found duplicates, without persisting the modified dependency tree. If changes are found, the command will exit with a non-zero exit code, making it suitable for CI purposes.\n\n If the `--mode=` option is set, Yarn will change which artifacts are generated. The modes currently supported are:\n\n - `skip-build` will not run the build scripts at all. Note that this is different from setting `enableScripts` to false because the later will disable build scripts, and thus affect the content of the artifacts generated on disk, whereas the former will just disable the build step - but not the scripts themselves, which just won't run.\n\n - `update-lockfile` will skip the link step altogether, and only fetch packages that are missing from the lockfile (or that have no associated checksums). This mode is typically used by tools like Renovate or Dependabot to keep a lockfile up-to-date without incurring the full install cost.\n\n This command accepts glob patterns as arguments (if valid Idents and supported by [micromatch](https://github.com/micromatch/micromatch)). Make sure to escape the patterns, to prevent your own shell from trying to expand them.\n\n ### In-depth explanation:\n\n Yarn doesn't deduplicate dependencies by default, otherwise installs wouldn't be deterministic and the lockfile would be useless. What it actually does is that it tries to not duplicate dependencies in the first place.\n\n **Example:** If `foo@^2.3.4` (a dependency of a dependency) has already been resolved to `foo@2.3.4`, running `yarn add foo@*`will cause Yarn to reuse `foo@2.3.4`, even if the latest `foo` is actually `foo@2.10.14`, thus preventing unnecessary duplication.\n\n Duplication happens when Yarn can't unlock dependencies that have already been locked inside the lockfile.\n\n **Example:** If `foo@^2.3.4` (a dependency of a dependency) has already been resolved to `foo@2.3.4`, running `yarn add foo@2.10.14` will cause Yarn to install `foo@2.10.14` because the existing resolution doesn't satisfy the range `2.10.14`. This behavior can lead to (sometimes) unwanted duplication, since now the lockfile contains 2 separate resolutions for the 2 `foo` descriptors, even though they have overlapping ranges, which means that the lockfile can be simplified so that both descriptors resolve to `foo@2.10.14`.\n ",examples:[["Dedupe all packages","$0 dedupe"],["Dedupe all packages using a specific strategy","$0 dedupe --strategy highest"],["Dedupe a specific package","$0 dedupe lodash"],["Dedupe all packages with the `@babel/*` scope","$0 dedupe '@babel/*'"],["Check for duplicates (can be used as a CI step)","$0 dedupe --check"]]});var moe=sm;var W0=class extends Le{async execute(){let{plugins:e}=await ye.find(this.context.cwd,this.context.plugins),t=[];for(let o of e){let{commands:a}=o[1];if(a){let c=Bs.from(a).definitions();t.push([o[0],c])}}let i=this.cli.definitions(),n=(o,a)=>o.split(" ").slice(1).join()===a.split(" ").slice(1).join(),s=Ioe()["@yarnpkg/builder"].bundles.standard;for(let o of t){let a=o[1];for(let l of a)i.find(c=>n(c.path,l.path)).plugin={name:o[0],isDefault:s.includes(o[0])}}this.context.stdout.write(`${JSON.stringify(i,null,2)} +`)}};W0.paths=[["--clipanion=definitions"]];var yoe=W0;var z0=class extends Le{async execute(){this.context.stdout.write(this.cli.usage(null))}};z0.paths=[["help"],["--help"],["-h"]];var woe=z0;var QN=class extends Le{constructor(){super(...arguments);this.leadingArgument=J.String();this.args=J.Proxy()}async execute(){if(this.leadingArgument.match(/[\\/]/)&&!P.tryParseIdent(this.leadingArgument)){let e=x.resolve(this.context.cwd,H.toPortablePath(this.leadingArgument));return await this.cli.run(this.args,{cwd:e})}else return await this.cli.run(["run",this.leadingArgument,...this.args])}},Boe=QN;var _0=class extends Le{async execute(){this.context.stdout.write(`${Kr||""} +`)}};_0.paths=[["-v"],["--version"]];var boe=_0;var om=class extends Le{constructor(){super(...arguments);this.commandName=J.String();this.args=J.Proxy()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,locator:i}=await ze.find(e,this.context.cwd);return await t.restoreInstallState(),await Zt.executePackageShellcode(i,this.commandName,this.args,{cwd:this.context.cwd,stdin:this.context.stdin,stdout:this.context.stdout,stderr:this.context.stderr,project:t})}};om.paths=[["exec"]],om.usage=Re.Usage({description:"execute a shell script",details:` + This command simply executes a shell script within the context of the root directory of the active workspace using the portable shell. + + It also makes sure to call it in a way that's compatible with the current project (for example, on PnP projects the environment will be setup in such a way that PnP will be correctly injected into the environment). + `,examples:[["Execute a single shell command","$0 exec echo Hello World"],["Execute a shell script",'$0 exec "tsc & babel src --out-dir lib"']]});var Qoe=om;ws();var am=class extends Le{constructor(){super(...arguments);this.hash=J.String({required:!1,validator:hp(fp(),[pp(/^p[0-9a-f]{5}$/)])})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t}=await ze.find(e,this.context.cwd);return await t.restoreInstallState({restoreResolutions:!1}),await t.applyLightResolution(),typeof this.hash!="undefined"?await LWe(this.hash,t,{stdout:this.context.stdout}):(await Je.start({configuration:e,stdout:this.context.stdout,includeFooter:!1},async n=>{var o;let s=[([,a])=>P.stringifyLocator(t.storedPackages.get(a.subject)),([,a])=>P.stringifyIdent(a.requested)];for(let[a,l]of Se.sortMap(t.peerRequirements,s)){let c=t.storedPackages.get(l.subject);if(typeof c=="undefined")throw new Error("Assertion failed: Expected the subject package to have been registered");let u=t.storedPackages.get(l.rootRequester);if(typeof u=="undefined")throw new Error("Assertion failed: Expected the root package to have been registered");let g=(o=c.dependencies.get(l.requested.identHash))!=null?o:null,f=ae.pretty(e,a,ae.Type.CODE),h=P.prettyLocator(e,c),p=P.prettyIdent(e,l.requested),m=P.prettyIdent(e,u),y=l.allRequesters.length-1,b=`descendant${y===1?"":"s"}`,v=y>0?` and ${y} ${b}`:"",k=g!==null?"provides":"doesn't provide";n.reportInfo(null,`${f} \u2192 ${h} ${k} ${p} to ${m}${v}`)}})).exitCode()}};am.paths=[["explain","peer-requirements"]],am.usage=Re.Usage({description:"explain a set of peer requirements",details:` + A set of peer requirements represents all peer requirements that a dependent must satisfy when providing a given peer request to a requester and its descendants. + + When the hash argument is specified, this command prints a detailed explanation of all requirements of the set corresponding to the hash and whether they're satisfied or not. + + When used without arguments, this command lists all sets of peer requirements and the corresponding hash that can be used to get detailed information about a given set. + + **Note:** A hash is a six-letter p-prefixed code that can be obtained from peer dependency warnings or from the list of all peer requirements (\`yarn explain peer-requirements\`). + `,examples:[["Explain the corresponding set of peer requirements for a hash","$0 explain peer-requirements p1a4ed"],["List all sets of peer requirements","$0 explain peer-requirements"]]});var Soe=am;async function LWe(r,e,t){let{configuration:i}=e,n=e.peerRequirements.get(r);if(typeof n=="undefined")throw new Error(`No peerDependency requirements found for hash: "${r}"`);return(await Je.start({configuration:i,stdout:t.stdout,includeFooter:!1},async o=>{var b,v;let a=e.storedPackages.get(n.subject);if(typeof a=="undefined")throw new Error("Assertion failed: Expected the subject package to have been registered");let l=e.storedPackages.get(n.rootRequester);if(typeof l=="undefined")throw new Error("Assertion failed: Expected the root package to have been registered");let c=(b=a.dependencies.get(n.requested.identHash))!=null?b:null,u=c!==null?e.storedResolutions.get(c.descriptorHash):null;if(typeof u=="undefined")throw new Error("Assertion failed: Expected the resolution to have been registered");let g=u!==null?e.storedPackages.get(u):null;if(typeof g=="undefined")throw new Error("Assertion failed: Expected the provided package to have been registered");let f=[...n.allRequesters.values()].map(k=>{let T=e.storedPackages.get(k);if(typeof T=="undefined")throw new Error("Assertion failed: Expected the package to be registered");let Y=P.devirtualizeLocator(T),q=e.storedPackages.get(Y.locatorHash);if(typeof q=="undefined")throw new Error("Assertion failed: Expected the package to be registered");let $=q.peerDependencies.get(n.requested.identHash);if(typeof $=="undefined")throw new Error("Assertion failed: Expected the peer dependency to be registered");return{pkg:T,peerDependency:$}});if(g!==null){let k=f.every(({peerDependency:T})=>Wt.satisfiesWithPrereleases(g.version,T.range));o.reportInfo(X.UNNAMED,`${P.prettyLocator(i,a)} provides ${P.prettyLocator(i,g)} with version ${P.prettyReference(i,(v=g.version)!=null?v:"")}, which ${k?"satisfies":"doesn't satisfy"} the following requirements:`)}else o.reportInfo(X.UNNAMED,`${P.prettyLocator(i,a)} doesn't provide ${P.prettyIdent(i,n.requested)}, breaking the following requirements:`);o.reportSeparator();let h=ae.mark(i),p=[];for(let{pkg:k,peerDependency:T}of Se.sortMap(f,Y=>P.stringifyLocator(Y.pkg))){let q=(g!==null?Wt.satisfiesWithPrereleases(g.version,T.range):!1)?h.Check:h.Cross;p.push({stringifiedLocator:P.stringifyLocator(k),prettyLocator:P.prettyLocator(i,k),prettyRange:P.prettyRange(i,T.range),mark:q})}let m=Math.max(...p.map(({stringifiedLocator:k})=>k.length)),y=Math.max(...p.map(({prettyRange:k})=>k.length));for(let{stringifiedLocator:k,prettyLocator:T,prettyRange:Y,mark:q}of Se.sortMap(p,({stringifiedLocator:$})=>$))o.reportInfo(null,`${T.padEnd(m+(T.length-k.length)," ")} \u2192 ${Y.padEnd(y," ")} ${q}`);p.length>1&&(o.reportSeparator(),o.reportInfo(X.UNNAMED,`Note: these requirements start with ${P.prettyLocator(e.configuration,l)}`))})).exitCode()}ws();var voe=ge(ri()),Am=class extends Le{constructor(){super(...arguments);this.onlyIfNeeded=J.Boolean("--only-if-needed",!1,{description:"Only lock the Yarn version if it isn't already locked"});this.version=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins);if(e.get("yarnPath")&&this.onlyIfNeeded)return 0;let t=()=>{if(typeof Kr=="undefined")throw new Pe("The --install flag can only be used without explicit version specifier from the Yarn CLI");return`file://${process.argv[1]}`},i;if(this.version==="self")i=t();else if(this.version==="latest"||this.version==="berry"||this.version==="stable")i=`https://repo.yarnpkg.com/${await lm(e,"stable")}/packages/yarnpkg-cli/bin/yarn.js`;else if(this.version==="canary")i=`https://repo.yarnpkg.com/${await lm(e,"canary")}/packages/yarnpkg-cli/bin/yarn.js`;else if(this.version==="classic")i="https://nightly.yarnpkg.com/latest.js";else if(this.version.match(/^https?:/))i=this.version;else if(this.version.match(/^\.{0,2}[\\/]/)||H.isAbsolute(this.version))i=`file://${H.resolve(this.version)}`;else if(Wt.satisfiesWithPrereleases(this.version,">=2.0.0"))i=`https://repo.yarnpkg.com/${this.version}/packages/yarnpkg-cli/bin/yarn.js`;else if(Wt.satisfiesWithPrereleases(this.version,"^0.x || ^1.x"))i=`https://github.com/yarnpkg/yarn/releases/download/v${this.version}/yarn-${this.version}.js`;else if(Wt.validRange(this.version))i=`https://repo.yarnpkg.com/${await TWe(e,this.version)}/packages/yarnpkg-cli/bin/yarn.js`;else throw new Pe(`Invalid version descriptor "${this.version}"`);return(await Je.start({configuration:e,stdout:this.context.stdout,includeLogs:!this.context.quiet},async s=>{let o="file://",a;i.startsWith(o)?(s.reportInfo(X.UNNAMED,`Downloading ${ae.pretty(e,i,Ri.URL)}`),a=await U.readFilePromise(H.toPortablePath(i.slice(o.length)))):(s.reportInfo(X.UNNAMED,`Retrieving ${ae.pretty(e,i,Ri.PATH)}`),a=await ir.get(i,{configuration:e})),await SN(e,null,a,{report:s})})).exitCode()}};Am.paths=[["set","version"]],Am.usage=Re.Usage({description:"lock the Yarn version used by the project",details:"\n This command will download a specific release of Yarn directly from the Yarn GitHub repository, will store it inside your project, and will change the `yarnPath` settings from your project `.yarnrc.yml` file to point to the new file.\n\n A very good use case for this command is to enforce the version of Yarn used by the any single member of your team inside a same project - by doing this you ensure that you have control on Yarn upgrades and downgrades (including on your deployment servers), and get rid of most of the headaches related to someone using a slightly different version and getting a different behavior than you.\n\n The version specifier can be:\n\n - a tag:\n - `latest` / `berry` / `stable` -> the most recent stable berry (`>=2.0.0`) release\n - `canary` -> the most recent canary (release candidate) berry (`>=2.0.0`) release\n - `classic` -> the most recent classic (`^0.x || ^1.x`) release\n\n - a semver range (e.g. `2.x`) -> the most recent version satisfying the range (limited to berry releases)\n\n - a semver version (e.g. `2.4.1`, `1.22.1`)\n\n - a local file referenced through either a relative or absolute path\n\n - `self` -> the version used to invoke the command\n ",examples:[["Download the latest release from the Yarn repository","$0 set version latest"],["Download the latest canary release from the Yarn repository","$0 set version canary"],["Download the latest classic release from the Yarn repository","$0 set version classic"],["Download the most recent Yarn 3 build","$0 set version 3.x"],["Download a specific Yarn 2 build","$0 set version 2.0.0-rc.30"],["Switch back to a specific Yarn 1 release","$0 set version 1.22.1"],["Use a release from the local filesystem","$0 set version ./yarn.cjs"],["Use a release from a URL","$0 set version https://repo.yarnpkg.com/3.1.0/packages/yarnpkg-cli/bin/yarn.js"],["Download the version used to invoke the command","$0 set version self"]]});var koe=Am;async function TWe(r,e){let i=(await ir.get("https://repo.yarnpkg.com/tags",{configuration:r,jsonResponse:!0})).tags.filter(n=>Wt.satisfiesWithPrereleases(n,e));if(i.length===0)throw new Pe(`No matching release found for range ${ae.pretty(r,e,ae.Type.RANGE)}.`);return i[0]}async function lm(r,e){let t=await ir.get("https://repo.yarnpkg.com/tags",{configuration:r,jsonResponse:!0});if(!t.latest[e])throw new Pe(`Tag ${ae.pretty(r,e,ae.Type.RANGE)} not found`);return t.latest[e]}async function SN(r,e,t,{report:i}){var g;e===null&&await U.mktempPromise(async f=>{let h=x.join(f,"yarn.cjs");await U.writeFilePromise(h,t);let{stdout:p}=await Nr.execvp(process.execPath,[H.fromPortablePath(h),"--version"],{cwd:f,env:te(N({},process.env),{YARN_IGNORE_PATH:"1"})});if(e=p.trim(),!voe.default.valid(e))throw new Error(`Invalid semver version. ${ae.pretty(r,"yarn --version",ae.Type.CODE)} returned: +${e}`)});let n=(g=r.projectCwd)!=null?g:r.startingCwd,s=x.resolve(n,".yarn/releases"),o=x.resolve(s,`yarn-${e}.cjs`),a=x.relative(r.startingCwd,o),l=x.relative(n,o),c=r.get("yarnPath"),u=c===null||c.startsWith(`${s}/`);if(i.reportInfo(X.UNNAMED,`Saving the new release in ${ae.pretty(r,a,"magenta")}`),await U.removePromise(x.dirname(o)),await U.mkdirPromise(x.dirname(o),{recursive:!0}),await U.writeFilePromise(o,t,{mode:493}),u){await ye.updateConfiguration(n,{yarnPath:l});let f=await At.tryFind(n)||new At;f.packageManager=`yarn@${e&&Se.isTaggedYarnVersion(e)?e:await lm(r,"stable")}`;let h={};f.exportTo(h);let p=x.join(n,At.fileName),m=`${JSON.stringify(h,null,f.indent)} +`;await U.changeFilePromise(p,m,{automaticNewlines:!0})}}function xoe(r){return X[yI(r)]}var OWe=/## (?YN[0-9]{4}) - `(?[A-Z_]+)`\n\n(?
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o!="undefined"?ae.jsonOrPretty(this.json,e,ae.tuple(ae.Type.MARKDOWN,{text:o,format:this.cli.format(),paragraphs:!0})):`This error code does not have a description. + +You can help us by editing this page on GitHub \u{1F642}: +${ae.jsonOrPretty(this.json,e,ae.tuple(ae.Type.URL,"https://github.com/yarnpkg/berry/blob/master/packages/gatsby/content/advanced/error-codes.md"))} +`;this.json?this.context.stdout.write(`${JSON.stringify({code:this.code,name:t,details:a})} +`):this.context.stdout.write(`${n} + +${a} +`)}else{let t={children:Se.mapAndFilter(Object.entries(X),([i,n])=>Number.isNaN(Number(i))?Se.mapAndFilter.skip:{label:VA(Number(i)),value:ae.tuple(ae.Type.CODE,n)})};ls.emitTree(t,{configuration:e,stdout:this.context.stdout,json:this.json})}}};cm.paths=[["explain"]],cm.usage=Re.Usage({description:"explain an error code",details:` + When the code argument is specified, this command prints its name and its details. + + When used without arguments, this command lists all error codes and their names. + `,examples:[["Explain an error code","$0 explain YN0006"],["List all error codes","$0 explain"]]});var Poe=cm;var Doe=ge(ns()),um=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Print versions of a package from the whole project"});this.recursive=J.Boolean("-R,--recursive",!1,{description:"Print information for all packages, including transitive dependencies"});this.extra=J.Array("-X,--extra",[],{description:"An array of requests of extra data provided by plugins"});this.cache=J.Boolean("--cache",!1,{description:"Print information about the cache entry of a package (path, size, checksum)"});this.dependents=J.Boolean("--dependents",!1,{description:"Print all dependents for each matching package"});this.manifest=J.Boolean("--manifest",!1,{description:"Print data obtained by looking at the package archive (license, homepage, ...)"});this.nameOnly=J.Boolean("--name-only",!1,{description:"Only print the name for the 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A=t.storedResolutions.get(ee.descriptorHash);if(typeof A=="undefined")throw new Error("Assertion failed: Expected the resolution to be registered");$.push(A)}}return q.values()},a=({recursive:k})=>{let T=new Map;for(let Y of t.workspaces)for(let q of o(Y,{recursive:k}))T.set(q.locatorHash,q);return T.values()},l=({all:k,recursive:T})=>k&&T?t.storedPackages.values():k?a({recursive:T}):o(i,{recursive:T}),c=({all:k,recursive:T})=>{let Y=l({all:k,recursive:T}),q=this.patterns.map(ne=>{let ee=P.parseLocator(ne),A=Doe.default.makeRe(P.stringifyIdent(ee)),oe=P.isVirtualLocator(ee),ce=oe?P.devirtualizeLocator(ee):ee;return Z=>{let O=P.stringifyIdent(Z);if(!A.test(O))return!1;if(ee.reference==="unknown")return!0;let 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dependencies",[...k.peerDependencies.values()].map(ee=>{var Z,O;let A=k.dependencies.get(ee.identHash),oe=typeof A!="undefined"&&(Z=t.storedResolutions.get(A.descriptorHash))!=null?Z:null,ce=oe!==null&&(O=t.storedPackages.get(oe))!=null?O:null;return ae.tuple(ae.Type.RESOLUTION,{descriptor:ee,locator:ce})}))}ls.emitTree(m,{configuration:e,json:this.json,stdout:this.context.stdout,separators:this.nameOnly?0:2})}};um.paths=[["info"]],um.usage=Re.Usage({description:"see information related to packages",details:"\n This command prints various information related to the specified packages, accepting glob patterns.\n\n By default, if the locator reference is missing, Yarn will default to print the information about all the matching direct dependencies of the package for the active workspace. 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The installation is split into four different steps that each have their own characteristics: + + - **Resolution:** First the package manager will resolve your dependencies. The exact way a dependency version is privileged over another isn't standardized outside of the regular semver guarantees. If a package doesn't resolve to what you would expect, check that all dependencies are correctly declared (also check our website for more information: ). + + - **Fetch:** Then we download all the dependencies if needed, and make sure that they're all stored within our cache (check the value of \`cacheFolder\` in \`yarn config\` to see where the cache files are stored). + + - **Link:** Then we send the dependency tree information to internal plugins tasked with writing them on the disk in some form (for example by generating the .pnp.cjs file you might know). + + - **Build:** Once the dependency tree has been written on the disk, the package manager will now be free to run the build scripts for all packages that might need it, in a topological order compatible with the way they depend on one another. See https://yarnpkg.com/advanced/lifecycle-scripts for detail. + + Note that running this command is not part of the recommended workflow. Yarn supports zero-installs, which means that as long as you store your cache and your .pnp.cjs file inside your repository, everything will work without requiring any install right after cloning your repository or switching branches. + + If the \`--immutable\` option is set (defaults to true on CI), Yarn will abort with an error exit code if the lockfile was to be modified (other paths can be added using the \`immutablePatterns\` configuration setting). For backward compatibility we offer an alias under the name of \`--frozen-lockfile\`, but it will be removed in a later release. + + If the \`--immutable-cache\` option is set, Yarn will abort with an error exit code if the cache folder was to be modified (either because files would be added, or because they'd be removed). + + If the \`--check-cache\` option is set, Yarn will always refetch the packages and will ensure that their checksum matches what's 1/ described in the lockfile 2/ inside the existing cache files (if present). This is recommended as part of your CI workflow if you're both following the Zero-Installs model and accepting PRs from third-parties, as they'd otherwise have the ability to alter the checked-in packages before submitting them. + + If the \`--inline-builds\` option is set, Yarn will verbosely print the output of the build steps of your dependencies (instead of writing them into individual files). This is likely useful mostly for debug purposes only when using Docker-like environments. + + If the \`--mode=\` option is set, Yarn will change which artifacts are generated. The modes currently supported are: + + - \`skip-build\` will not run the build scripts at all. Note that this is different from setting \`enableScripts\` to false because the later will disable build scripts, and thus affect the content of the artifacts generated on disk, whereas the former will just disable the build step - but not the scripts themselves, which just won't run. + + - \`update-lockfile\` will skip the link step altogether, and only fetch packages that are missing from the lockfile (or that have no associated checksums). This mode is typically used by tools like Renovate or Dependabot to keep a lockfile up-to-date without incurring the full install cost. + `,examples:[["Install the project","$0 install"],["Validate a project when using Zero-Installs","$0 install --immutable --immutable-cache"],["Validate a project when using Zero-Installs (slightly safer if you accept external PRs)","$0 install --immutable --immutable-cache --check-cache"]]});var Foe=gm,KWe="|||||||",HWe=">>>>>>>",jWe="=======",Noe="<<<<<<<";async function UWe(r,e){if(!r.projectCwd)return!1;let t=x.join(r.projectCwd,r.get("lockfileFilename"));if(!await U.existsPromise(t))return!1;let i=await U.readFilePromise(t,"utf8");if(!i.includes(Noe))return!1;if(e)throw new ct(X.AUTOMERGE_IMMUTABLE,"Cannot autofix a lockfile when running an immutable install");let[n,s]=GWe(i),o,a;try{o=Si(n),a=Si(s)}catch(c){throw new ct(X.AUTOMERGE_FAILED_TO_PARSE,"The individual variants of the lockfile failed to parse")}let l=N(N({},o),a);for(let[c,u]of Object.entries(l))typeof u=="string"&&delete l[c];return await U.changeFilePromise(t,Ua(l),{automaticNewlines:!0}),!0}function GWe(r){let e=[[],[]],t=r.split(/\r?\n/g),i=!1;for(;t.length>0;){let n=t.shift();if(typeof n=="undefined")throw new Error("Assertion failed: Some lines should remain");if(n.startsWith(Noe)){for(;t.length>0;){let s=t.shift();if(typeof s=="undefined")throw new Error("Assertion failed: Some lines should remain");if(s===jWe){i=!1;break}else if(i||s.startsWith(KWe)){i=!0;continue}else e[0].push(s)}for(;t.length>0;){let s=t.shift();if(typeof s=="undefined")throw new Error("Assertion failed: Some lines should remain");if(s.startsWith(HWe))break;e[1].push(s)}}else e[0].push(n),e[1].push(n)}return[e[0].join(` +`),e[1].join(` +`)]}var fm=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Link all workspaces belonging to the target project to the current one"});this.private=J.Boolean("-p,--private",!1,{description:"Also link private workspaces belonging to the target project to the current one"});this.relative=J.Boolean("-r,--relative",!1,{description:"Link workspaces using relative paths instead of absolute paths"});this.destination=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState({restoreResolutions:!1});let s=x.resolve(this.context.cwd,H.toPortablePath(this.destination)),o=await ye.find(s,this.context.plugins,{useRc:!1,strict:!1}),{project:a,workspace:l}=await ze.find(o,s);if(t.cwd===a.cwd)throw new Pe("Invalid destination; Can't link the project to itself");if(!l)throw new ht(a.cwd,s);let c=t.topLevelWorkspace,u=[];if(this.all){for(let f of a.workspaces)f.manifest.name&&(!f.manifest.private||this.private)&&u.push(f);if(u.length===0)throw new Pe("No workspace found to be linked in the target project")}else{if(!l.manifest.name)throw new Pe("The target workspace doesn't have a name and thus cannot be linked");if(l.manifest.private&&!this.private)throw new Pe("The target workspace is marked private - use the --private flag to link it anyway");u.push(l)}for(let f of u){let h=P.stringifyIdent(f.locator),p=this.relative?x.relative(t.cwd,f.cwd):f.cwd;c.manifest.resolutions.push({pattern:{descriptor:{fullName:h}},reference:`portal:${p}`})}return(await Je.start({configuration:e,stdout:this.context.stdout},async f=>{await t.install({cache:n,report:f})})).exitCode()}};fm.paths=[["link"]],fm.usage=Re.Usage({description:"connect the local project to another one",details:"\n This command will set a new `resolutions` field in the project-level manifest and point it to the workspace at the specified location (even if part of another project).\n ",examples:[["Register a remote workspace for use in the current project","$0 link ~/ts-loader"],["Register all workspaces from a remote project for use in the current project","$0 link ~/jest --all"]]});var Loe=fm;var hm=class extends Le{constructor(){super(...arguments);this.args=J.Proxy()}async execute(){return this.cli.run(["exec","node",...this.args])}};hm.paths=[["node"]],hm.usage=Re.Usage({description:"run node with the hook already setup",details:` + This command simply runs Node. It also makes sure to call it in a way that's compatible with the current project (for example, on PnP projects the environment will be setup in such a way that PnP will be correctly injected into the environment). + + The Node process will use the exact same version of Node as the one used to run Yarn itself, which might be a good way to ensure that your commands always use a consistent Node version. + `,examples:[["Run a Node script","$0 node ./my-script.js"]]});var Toe=hm;var qoe=ge(require("os"));var Moe=ge(require("os"));var YWe="https://raw.githubusercontent.com/yarnpkg/berry/master/plugins.yml";async function Qu(r){let e=await ir.get(YWe,{configuration:r});return Si(e.toString())}var pm=class extends Le{constructor(){super(...arguments);this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins);return(await Je.start({configuration:e,json:this.json,stdout:this.context.stdout},async i=>{let n=await Qu(e);for(let s of Object.entries(n)){let[l,o]=s,a=o,{experimental:c}=a,u=Or(a,["experimental"]);let g=l;c&&(g+=" [experimental]"),i.reportJson(N({name:l,experimental:c},u)),i.reportInfo(null,g)}})).exitCode()}};pm.paths=[["plugin","list"]],pm.usage=Re.Usage({category:"Plugin-related commands",description:"list the available official plugins",details:"\n This command prints the plugins available directly from the Yarn repository. Only those plugins can be referenced by name in `yarn plugin import`.\n ",examples:[["List the official plugins","$0 plugin list"]]});var Ooe=pm;var qWe=/^[0-9]+$/;function Uoe(r){return qWe.test(r)?`pull/${r}/head`:r}var JWe=({repository:r,branch:e},t)=>[["git","init",H.fromPortablePath(t)],["git","remote","add","origin",r],["git","fetch","origin","--depth=1",Uoe(e)],["git","reset","--hard","FETCH_HEAD"]],WWe=({branch:r})=>[["git","fetch","origin","--depth=1",Uoe(r),"--force"],["git","reset","--hard","FETCH_HEAD"],["git","clean","-dfx"]],zWe=({plugins:r,noMinify:e},t)=>[["yarn","build:cli",...new Array().concat(...r.map(i=>["--plugin",x.resolve(t,i)])),...e?["--no-minify"]:[],"|"]],dm=class extends Le{constructor(){super(...arguments);this.installPath=J.String("--path",{description:"The path where the repository should be cloned to"});this.repository=J.String("--repository","https://github.com/yarnpkg/berry.git",{description:"The repository that should be cloned"});this.branch=J.String("--branch","master",{description:"The branch of the repository that should be cloned"});this.plugins=J.Array("--plugin",[],{description:"An array of additional plugins that should be included in the bundle"});this.noMinify=J.Boolean("--no-minify",!1,{description:"Build a bundle for development (debugging) - non-minified and non-mangled"});this.force=J.Boolean("-f,--force",!1,{description:"Always clone the repository instead of trying to fetch the latest commits"});this.skipPlugins=J.Boolean("--skip-plugins",!1,{description:"Skip updating the contrib plugins"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t}=await ze.find(e,this.context.cwd),i=typeof this.installPath!="undefined"?x.resolve(this.context.cwd,H.toPortablePath(this.installPath)):x.resolve(H.toPortablePath((0,Moe.tmpdir)()),"yarnpkg-sources",Rn.makeHash(this.repository).slice(0,6));return(await Je.start({configuration:e,stdout:this.context.stdout},async s=>{await kN(this,{configuration:e,report:s,target:i}),s.reportSeparator(),s.reportInfo(X.UNNAMED,"Building a fresh bundle"),s.reportSeparator(),await Cm(zWe(this,i),{configuration:e,context:this.context,target:i}),s.reportSeparator();let o=x.resolve(i,"packages/yarnpkg-cli/bundles/yarn.js"),a=await U.readFilePromise(o);await SN(e,"sources",a,{report:s}),this.skipPlugins||await _We(this,{project:t,report:s,target:i})})).exitCode()}};dm.paths=[["set","version","from","sources"]],dm.usage=Re.Usage({description:"build Yarn from master",details:` + This command will clone the Yarn repository into a temporary folder, then build it. The resulting bundle will then be copied into the local project. + + By default, it also updates all contrib plugins to the same commit the bundle is built from. This behavior can be disabled by using the \`--skip-plugins\` flag. + `,examples:[["Build Yarn from master","$0 set version from sources"]]});var Koe=dm;async function Cm(r,{configuration:e,context:t,target:i}){for(let[n,...s]of r){let o=s[s.length-1]==="|";if(o&&s.pop(),o)await Nr.pipevp(n,s,{cwd:i,stdin:t.stdin,stdout:t.stdout,stderr:t.stderr,strict:!0});else{t.stdout.write(`${ae.pretty(e,` $ ${[n,...s].join(" ")}`,"grey")} +`);try{await Nr.execvp(n,s,{cwd:i,strict:!0})}catch(a){throw t.stdout.write(a.stdout||a.stack),a}}}}async function kN(r,{configuration:e,report:t,target:i}){let n=!1;if(!r.force&&U.existsSync(x.join(i,".git"))){t.reportInfo(X.UNNAMED,"Fetching the latest commits"),t.reportSeparator();try{await Cm(WWe(r),{configuration:e,context:r.context,target:i}),n=!0}catch(s){t.reportSeparator(),t.reportWarning(X.UNNAMED,"Repository update failed; we'll try to regenerate it")}}n||(t.reportInfo(X.UNNAMED,"Cloning the remote repository"),t.reportSeparator(),await U.removePromise(i),await U.mkdirPromise(i,{recursive:!0}),await Cm(JWe(r,i),{configuration:e,context:r.context,target:i}))}async function _We(r,{project:e,report:t,target:i}){let n=await Qu(e.configuration),s=new Set(Object.keys(n));for(let o of e.configuration.plugins.keys())!s.has(o)||await vN(o,r,{project:e,report:t,target:i})}var Hoe=ge(ri()),joe=ge(require("url")),Goe=ge(require("vm"));var mm=class extends Le{constructor(){super(...arguments);this.name=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins);return(await Je.start({configuration:e,stdout:this.context.stdout},async i=>{let{project:n}=await ze.find(e,this.context.cwd),s,o;if(this.name.match(/^\.{0,2}[\\/]/)||H.isAbsolute(this.name)){let a=x.resolve(this.context.cwd,H.toPortablePath(this.name));i.reportInfo(X.UNNAMED,`Reading ${ae.pretty(e,a,ae.Type.PATH)}`),s=x.relative(n.cwd,a),o=await U.readFilePromise(a)}else{let a;if(this.name.match(/^https?:/)){try{new joe.URL(this.name)}catch{throw new ct(X.INVALID_PLUGIN_REFERENCE,`Plugin specifier "${this.name}" is neither a plugin name nor a valid url`)}s=this.name,a=this.name}else{let l=P.parseLocator(this.name.replace(/^((@yarnpkg\/)?plugin-)?/,"@yarnpkg/plugin-"));if(l.reference!=="unknown"&&!Hoe.default.valid(l.reference))throw new ct(X.UNNAMED,"Official plugins only accept strict version references. Use an explicit URL if you wish to download them from another location.");let c=P.stringifyIdent(l),u=await Qu(e);if(!Object.prototype.hasOwnProperty.call(u,c))throw new ct(X.PLUGIN_NAME_NOT_FOUND,`Couldn't find a plugin named "${c}" on the remote registry. Note that only the plugins referenced on our website (https://github.com/yarnpkg/berry/blob/master/plugins.yml) can be referenced by their name; any other plugin will have to be referenced through its public url (for example https://github.com/yarnpkg/berry/raw/master/packages/plugin-typescript/bin/%40yarnpkg/plugin-typescript.js).`);s=c,a=u[c].url,l.reference!=="unknown"?a=a.replace(/\/master\//,`/${c}/${l.reference}/`):Kr!==null&&(a=a.replace(/\/master\//,`/@yarnpkg/cli/${Kr}/`))}i.reportInfo(X.UNNAMED,`Downloading ${ae.pretty(e,a,"green")}`),o=await ir.get(a,{configuration:e})}await xN(s,o,{project:n,report:i})})).exitCode()}};mm.paths=[["plugin","import"]],mm.usage=Re.Usage({category:"Plugin-related commands",description:"download a plugin",details:` + This command downloads the specified plugin from its remote location and updates the configuration to reference it in further CLI invocations. + + Three types of plugin references are accepted: + + - If the plugin is stored within the Yarn repository, it can be referenced by name. + - Third-party plugins can be referenced directly through their public urls. + - Local plugins can be referenced by their path on the disk. + + Plugins cannot be downloaded from the npm registry, and aren't allowed to have dependencies (they need to be bundled into a single file, possibly thanks to the \`@yarnpkg/builder\` package). + `,examples:[['Download and activate the "@yarnpkg/plugin-exec" plugin',"$0 plugin import @yarnpkg/plugin-exec"],['Download and activate the "@yarnpkg/plugin-exec" plugin (shorthand)',"$0 plugin import exec"],["Download and activate a community plugin","$0 plugin import https://example.org/path/to/plugin.js"],["Activate a local plugin","$0 plugin import ./path/to/plugin.js"]]});var Yoe=mm;async function xN(r,e,{project:t,report:i}){let{configuration:n}=t,s={},o={exports:s};(0,Goe.runInNewContext)(e.toString(),{module:o,exports:s});let a=o.exports.name,l=`.yarn/plugins/${a}.cjs`,c=x.resolve(t.cwd,l);i.reportInfo(X.UNNAMED,`Saving the new plugin in ${ae.pretty(n,l,"magenta")}`),await U.mkdirPromise(x.dirname(c),{recursive:!0}),await U.writeFilePromise(c,e);let u={path:l,spec:r};await ye.updateConfiguration(t.cwd,g=>{let f=[],h=!1;for(let p of g.plugins||[]){let m=typeof p!="string"?p.path:p,y=x.resolve(t.cwd,H.toPortablePath(m)),{name:b}=Se.dynamicRequire(y);b!==a?f.push(p):(f.push(u),h=!0)}return h||f.push(u),te(N({},g),{plugins:f})})}var VWe=({pluginName:r,noMinify:e},t)=>[["yarn",`build:${r}`,...e?["--no-minify"]:[],"|"]],Em=class extends Le{constructor(){super(...arguments);this.installPath=J.String("--path",{description:"The path where the repository should be cloned to"});this.repository=J.String("--repository","https://github.com/yarnpkg/berry.git",{description:"The repository that should be cloned"});this.branch=J.String("--branch","master",{description:"The branch of the repository that should be cloned"});this.noMinify=J.Boolean("--no-minify",!1,{description:"Build a plugin for development (debugging) - non-minified and non-mangled"});this.force=J.Boolean("-f,--force",!1,{description:"Always clone the repository instead of trying to fetch the latest commits"});this.name=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=typeof this.installPath!="undefined"?x.resolve(this.context.cwd,H.toPortablePath(this.installPath)):x.resolve(H.toPortablePath((0,qoe.tmpdir)()),"yarnpkg-sources",Rn.makeHash(this.repository).slice(0,6));return(await Je.start({configuration:e,stdout:this.context.stdout},async n=>{let{project:s}=await ze.find(e,this.context.cwd),o=P.parseIdent(this.name.replace(/^((@yarnpkg\/)?plugin-)?/,"@yarnpkg/plugin-")),a=P.stringifyIdent(o),l=await Qu(e);if(!Object.prototype.hasOwnProperty.call(l,a))throw new ct(X.PLUGIN_NAME_NOT_FOUND,`Couldn't find a plugin named "${a}" on the remote registry. Note that only the plugins referenced on our website (https://github.com/yarnpkg/berry/blob/master/plugins.yml) can be built and imported from sources.`);let c=a;await kN(this,{configuration:e,report:n,target:t}),await vN(c,this,{project:s,report:n,target:t})})).exitCode()}};Em.paths=[["plugin","import","from","sources"]],Em.usage=Re.Usage({category:"Plugin-related commands",description:"build a plugin from sources",details:` + This command clones the Yarn repository into a temporary folder, builds the specified contrib plugin and updates the configuration to reference it in further CLI invocations. + + The plugins can be referenced by their short name if sourced from the official Yarn repository. + `,examples:[['Build and activate the "@yarnpkg/plugin-exec" plugin',"$0 plugin import from sources @yarnpkg/plugin-exec"],['Build and activate the "@yarnpkg/plugin-exec" plugin (shorthand)',"$0 plugin import from sources exec"]]});var Joe=Em;async function vN(r,{context:e,noMinify:t},{project:i,report:n,target:s}){let o=r.replace(/@yarnpkg\//,""),{configuration:a}=i;n.reportSeparator(),n.reportInfo(X.UNNAMED,`Building a fresh ${o}`),n.reportSeparator(),await Cm(VWe({pluginName:o,noMinify:t},s),{configuration:a,context:e,target:s}),n.reportSeparator();let l=x.resolve(s,`packages/${o}/bundles/${r}.js`),c=await U.readFilePromise(l);await xN(r,c,{project:i,report:n})}var Im=class extends Le{constructor(){super(...arguments);this.name=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t}=await ze.find(e,this.context.cwd);return(await Je.start({configuration:e,stdout:this.context.stdout},async n=>{let s=this.name,o=P.parseIdent(s);if(!e.plugins.has(s))throw new Pe(`${P.prettyIdent(e,o)} isn't referenced by the current configuration`);let a=`.yarn/plugins/${s}.cjs`,l=x.resolve(t.cwd,a);U.existsSync(l)&&(n.reportInfo(X.UNNAMED,`Removing ${ae.pretty(e,a,ae.Type.PATH)}...`),await U.removePromise(l)),n.reportInfo(X.UNNAMED,"Updating the configuration..."),await ye.updateConfiguration(t.cwd,c=>{if(!Array.isArray(c.plugins))return c;let u=c.plugins.filter(g=>g.path!==a);return c.plugins.length===u.length?c:te(N({},c),{plugins:u})})})).exitCode()}};Im.paths=[["plugin","remove"]],Im.usage=Re.Usage({category:"Plugin-related commands",description:"remove a plugin",details:` + This command deletes the specified plugin from the .yarn/plugins folder and removes it from the configuration. + + **Note:** The plugins have to be referenced by their name property, which can be obtained using the \`yarn plugin runtime\` command. Shorthands are not allowed. + `,examples:[["Remove a plugin imported from the Yarn repository","$0 plugin remove @yarnpkg/plugin-typescript"],["Remove a plugin imported from a local file","$0 plugin remove my-local-plugin"]]});var Woe=Im;var ym=class extends Le{constructor(){super(...arguments);this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins);return(await Je.start({configuration:e,json:this.json,stdout:this.context.stdout},async i=>{for(let n of e.plugins.keys()){let s=this.context.plugins.plugins.has(n),o=n;s&&(o+=" [builtin]"),i.reportJson({name:n,builtin:s}),i.reportInfo(null,`${o}`)}})).exitCode()}};ym.paths=[["plugin","runtime"]],ym.usage=Re.Usage({category:"Plugin-related commands",description:"list the active plugins",details:` + This command prints the currently active plugins. Will be displayed both builtin plugins and external plugins. + `,examples:[["List the currently active plugins","$0 plugin runtime"]]});var zoe=ym;var wm=class extends Le{constructor(){super(...arguments);this.idents=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);let s=new Set;for(let a of this.idents)s.add(P.parseIdent(a).identHash);if(await t.restoreInstallState({restoreResolutions:!1}),await t.resolveEverything({cache:n,report:new di}),s.size>0)for(let a of t.storedPackages.values())s.has(a.identHash)&&t.storedBuildState.delete(a.locatorHash);else t.storedBuildState.clear();return(await Je.start({configuration:e,stdout:this.context.stdout,includeLogs:!this.context.quiet},async a=>{await t.install({cache:n,report:a})})).exitCode()}};wm.paths=[["rebuild"]],wm.usage=Re.Usage({description:"rebuild the project's native packages",details:` + This command will automatically cause Yarn to forget about previous compilations of the given packages and to run them again. + + Note that while Yarn forgets the compilation, the previous artifacts aren't erased from the filesystem and may affect the next builds (in good or bad). To avoid this, you may remove the .yarn/unplugged folder, or any other relevant location where packages might have been stored (Yarn may offer a way to do that automatically in the future). + + By default all packages will be rebuilt, but you can filter the list by specifying the names of the packages you want to clear from memory. + `,examples:[["Rebuild all packages","$0 rebuild"],["Rebuild fsevents only","$0 rebuild fsevents"]]});var _oe=wm;var PN=ge(ns());ws();var Bm=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Apply the operation to all workspaces from the current project"});this.mode=J.String("--mode",{description:"Change what artifacts installs generate",validator:nn(Ci)});this.patterns=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState({restoreResolutions:!1});let s=this.all?t.workspaces:[i],o=[Hr.REGULAR,Hr.DEVELOPMENT,Hr.PEER],a=[],l=!1,c=[];for(let h of this.patterns){let p=!1,m=P.parseIdent(h);for(let y of s){let b=[...y.manifest.peerDependenciesMeta.keys()];for(let v of(0,PN.default)(b,h))y.manifest.peerDependenciesMeta.delete(v),l=!0,p=!0;for(let v of o){let k=y.manifest.getForScope(v),T=[...k.values()].map(Y=>P.stringifyIdent(Y));for(let Y of(0,PN.default)(T,P.stringifyIdent(m))){let{identHash:q}=P.parseIdent(Y),$=k.get(q);if(typeof $=="undefined")throw new Error("Assertion failed: Expected the descriptor to be registered");y.manifest[v].delete(q),c.push([y,v,$]),l=!0,p=!0}}}p||a.push(h)}let u=a.length>1?"Patterns":"Pattern",g=a.length>1?"don't":"doesn't",f=this.all?"any":"this";if(a.length>0)throw new Pe(`${u} ${ae.prettyList(e,a,Ri.CODE)} ${g} match any packages referenced by ${f} workspace`);return l?(await e.triggerMultipleHooks(p=>p.afterWorkspaceDependencyRemoval,c),(await Je.start({configuration:e,stdout:this.context.stdout},async p=>{await t.install({cache:n,report:p,mode:this.mode})})).exitCode()):0}};Bm.paths=[["remove"]],Bm.usage=Re.Usage({description:"remove dependencies from the project",details:` + This command will remove the packages matching the specified patterns from the current workspace. + + If the \`--mode=\` option is set, Yarn will change which artifacts are generated. The modes currently supported are: + + - \`skip-build\` will not run the build scripts at all. Note that this is different from setting \`enableScripts\` to false because the later will disable build scripts, and thus affect the content of the artifacts generated on disk, whereas the former will just disable the build step - but not the scripts themselves, which just won't run. + + - \`update-lockfile\` will skip the link step altogether, and only fetch packages that are missing from the lockfile (or that have no associated checksums). This mode is typically used by tools like Renovate or Dependabot to keep a lockfile up-to-date without incurring the full install cost. + + This command accepts glob patterns as arguments (if valid Idents and supported by [micromatch](https://github.com/micromatch/micromatch)). Make sure to escape the patterns, to prevent your own shell from trying to expand them. + `,examples:[["Remove a dependency from the current project","$0 remove lodash"],["Remove a dependency from all workspaces at once","$0 remove lodash --all"],["Remove all dependencies starting with `eslint-`","$0 remove 'eslint-*'"],["Remove all dependencies with the `@babel` scope","$0 remove '@babel/*'"],["Remove all dependencies matching `react-dom` or `react-helmet`","$0 remove 'react-{dom,helmet}'"]]});var Voe=Bm;var Xoe=ge(require("util")),X0=class extends Le{async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd);if(!i)throw new ht(t.cwd,this.context.cwd);return(await Je.start({configuration:e,stdout:this.context.stdout},async s=>{let o=i.manifest.scripts,a=Se.sortMap(o.keys(),u=>u),l={breakLength:Infinity,colors:e.get("enableColors"),maxArrayLength:2},c=a.reduce((u,g)=>Math.max(u,g.length),0);for(let[u,g]of o.entries())s.reportInfo(null,`${u.padEnd(c," ")} ${(0,Xoe.inspect)(g,l)}`)})).exitCode()}};X0.paths=[["run"]];var Zoe=X0;var bm=class extends Le{constructor(){super(...arguments);this.inspect=J.String("--inspect",!1,{tolerateBoolean:!0,description:"Forwarded to the underlying Node process when executing a binary"});this.inspectBrk=J.String("--inspect-brk",!1,{tolerateBoolean:!0,description:"Forwarded to the underlying Node process when executing a binary"});this.topLevel=J.Boolean("-T,--top-level",!1,{description:"Check the root workspace for scripts and/or binaries instead of the current one"});this.binariesOnly=J.Boolean("-B,--binaries-only",!1,{description:"Ignore any user defined scripts and only check for binaries"});this.silent=J.Boolean("--silent",{hidden:!0});this.scriptName=J.String();this.args=J.Proxy()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i,locator:n}=await ze.find(e,this.context.cwd);await t.restoreInstallState();let s=this.topLevel?t.topLevelWorkspace.anchoredLocator:n;if(!this.binariesOnly&&await Zt.hasPackageScript(s,this.scriptName,{project:t}))return await Zt.executePackageScript(s,this.scriptName,this.args,{project:t,stdin:this.context.stdin,stdout:this.context.stdout,stderr:this.context.stderr});let o=await Zt.getPackageAccessibleBinaries(s,{project:t});if(o.get(this.scriptName)){let l=[];return this.inspect&&(typeof this.inspect=="string"?l.push(`--inspect=${this.inspect}`):l.push("--inspect")),this.inspectBrk&&(typeof this.inspectBrk=="string"?l.push(`--inspect-brk=${this.inspectBrk}`):l.push("--inspect-brk")),await Zt.executePackageAccessibleBinary(s,this.scriptName,this.args,{cwd:this.context.cwd,project:t,stdin:this.context.stdin,stdout:this.context.stdout,stderr:this.context.stderr,nodeArgs:l,packageAccessibleBinaries:o})}if(!this.topLevel&&!this.binariesOnly&&i&&this.scriptName.includes(":")){let c=(await Promise.all(t.workspaces.map(async u=>u.manifest.scripts.has(this.scriptName)?u:null))).filter(u=>u!==null);if(c.length===1)return await Zt.executeWorkspaceScript(c[0],this.scriptName,this.args,{stdin:this.context.stdin,stdout:this.context.stdout,stderr:this.context.stderr})}if(this.topLevel)throw this.scriptName==="node-gyp"?new Pe(`Couldn't find a script name "${this.scriptName}" in the top-level (used by ${P.prettyLocator(e,n)}). This typically happens because some package depends on "node-gyp" to build itself, but didn't list it in their dependencies. To fix that, please run "yarn add node-gyp" into your top-level workspace. You also can open an issue on the repository of the specified package to suggest them to use an optional peer dependency.`):new Pe(`Couldn't find a script name "${this.scriptName}" in the top-level (used by ${P.prettyLocator(e,n)}).`);{if(this.scriptName==="global")throw new Pe("The 'yarn global' commands have been removed in 2.x - consider using 'yarn dlx' or a third-party plugin instead");let l=[this.scriptName].concat(this.args);for(let[c,u]of Tf)for(let g of u)if(l.length>=g.length&&JSON.stringify(l.slice(0,g.length))===JSON.stringify(g))throw new Pe(`Couldn't find a script named "${this.scriptName}", but a matching command can be found in the ${c} plugin. You can install it with "yarn plugin import ${c}".`);throw new Pe(`Couldn't find a script named "${this.scriptName}".`)}}};bm.paths=[["run"]],bm.usage=Re.Usage({description:"run a script defined in the package.json",details:` + This command will run a tool. The exact tool that will be executed will depend on the current state of your workspace: + + - If the \`scripts\` field from your local package.json contains a matching script name, its definition will get executed. + + - Otherwise, if one of the local workspace's dependencies exposes a binary with a matching name, this binary will get executed. + + - Otherwise, if the specified name contains a colon character and if one of the workspaces in the project contains exactly one script with a matching name, then this script will get executed. + + Whatever happens, the cwd of the spawned process will be the workspace that declares the script (which makes it possible to call commands cross-workspaces using the third syntax). + `,examples:[["Run the tests from the local workspace","$0 run test"],['Same thing, but without the "run" keyword',"$0 test"],["Inspect Webpack while running","$0 run --inspect-brk webpack"]]});var $oe=bm;var Qm=class extends Le{constructor(){super(...arguments);this.save=J.Boolean("-s,--save",!1,{description:"Persist the resolution inside the top-level manifest"});this.descriptor=J.String();this.resolution=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(await t.restoreInstallState({restoreResolutions:!1}),!i)throw new ht(t.cwd,this.context.cwd);let s=P.parseDescriptor(this.descriptor,!0),o=P.makeDescriptor(s,this.resolution);return t.storedDescriptors.set(s.descriptorHash,s),t.storedDescriptors.set(o.descriptorHash,o),t.resolutionAliases.set(s.descriptorHash,o.descriptorHash),(await Je.start({configuration:e,stdout:this.context.stdout},async l=>{await t.install({cache:n,report:l})})).exitCode()}};Qm.paths=[["set","resolution"]],Qm.usage=Re.Usage({description:"enforce a package resolution",details:'\n This command updates the resolution table so that `descriptor` is resolved by `resolution`.\n\n Note that by default this command only affect the current resolution table - meaning that this "manual override" will disappear if you remove the lockfile, or if the package disappear from the table. If you wish to make the enforced resolution persist whatever happens, add the `-s,--save` flag which will also edit the `resolutions` field from your top-level manifest.\n\n Note that no attempt is made at validating that `resolution` is a valid resolution entry for `descriptor`.\n ',examples:[["Force all instances of lodash@npm:^1.2.3 to resolve to 1.5.0","$0 set resolution lodash@npm:^1.2.3 1.5.0"]]});var eae=Qm;var tae=ge(ns()),Sm=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Unlink all workspaces belonging to the target project from the current one"});this.leadingArguments=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);let s=t.topLevelWorkspace,o=new Set;if(this.leadingArguments.length===0&&this.all)for(let{pattern:l,reference:c}of s.manifest.resolutions)c.startsWith("portal:")&&o.add(l.descriptor.fullName);if(this.leadingArguments.length>0)for(let l of this.leadingArguments){let c=x.resolve(this.context.cwd,H.toPortablePath(l));if(Se.isPathLike(l)){let u=await ye.find(c,this.context.plugins,{useRc:!1,strict:!1}),{project:g,workspace:f}=await ze.find(u,c);if(!f)throw new ht(g.cwd,c);if(this.all){for(let h of g.workspaces)h.manifest.name&&o.add(P.stringifyIdent(h.locator));if(o.size===0)throw new Pe("No workspace found to be unlinked in the target project")}else{if(!f.manifest.name)throw new Pe("The target workspace doesn't have a name and thus cannot be unlinked");o.add(P.stringifyIdent(f.locator))}}else{let u=[...s.manifest.resolutions.map(({pattern:g})=>g.descriptor.fullName)];for(let g of(0,tae.default)(u,l))o.add(g)}}return s.manifest.resolutions=s.manifest.resolutions.filter(({pattern:l})=>!o.has(l.descriptor.fullName)),(await Je.start({configuration:e,stdout:this.context.stdout},async l=>{await t.install({cache:n,report:l})})).exitCode()}};Sm.paths=[["unlink"]],Sm.usage=Re.Usage({description:"disconnect the local project from another one",details:` + This command will remove any resolutions in the project-level manifest that would have been added via a yarn link with similar arguments. + `,examples:[["Unregister a remote workspace in the current project","$0 unlink ~/ts-loader"],["Unregister all workspaces from a remote project in the current project","$0 unlink ~/jest --all"],["Unregister all previously linked workspaces","$0 unlink --all"],["Unregister all workspaces matching a glob","$0 unlink '@babel/*' 'pkg-{a,b}'"]]});var rae=Sm;var iae=ge(zC()),DN=ge(ns());ws();var rh=class extends Le{constructor(){super(...arguments);this.interactive=J.Boolean("-i,--interactive",{description:"Offer various choices, depending on the detected upgrade paths"});this.exact=J.Boolean("-E,--exact",!1,{description:"Don't use any semver modifier on the resolved range"});this.tilde=J.Boolean("-T,--tilde",!1,{description:"Use the `~` semver modifier on the resolved range"});this.caret=J.Boolean("-C,--caret",!1,{description:"Use the `^` semver modifier on the resolved range"});this.recursive=J.Boolean("-R,--recursive",!1,{description:"Resolve again ALL resolutions for those packages"});this.mode=J.String("--mode",{description:"Change what artifacts installs generate",validator:nn(Ci)});this.patterns=J.Rest()}async execute(){return this.recursive?await this.executeUpRecursive():await this.executeUpClassic()}async executeUpRecursive(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState({restoreResolutions:!1});let s=[...t.storedDescriptors.values()],o=s.map(u=>P.stringifyIdent(u)),a=new Set;for(let u of this.patterns){if(P.parseDescriptor(u).range!=="unknown")throw new Pe("Ranges aren't allowed when using --recursive");for(let g of(0,DN.default)(o,u)){let f=P.parseIdent(g);a.add(f.identHash)}}let l=s.filter(u=>a.has(u.identHash));for(let u of l)t.storedDescriptors.delete(u.descriptorHash),t.storedResolutions.delete(u.descriptorHash);return(await Je.start({configuration:e,stdout:this.context.stdout},async u=>{await t.install({cache:n,report:u})})).exitCode()}async executeUpClassic(){var m;let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState({restoreResolutions:!1});let s=(m=this.interactive)!=null?m:e.get("preferInteractive"),o=_C(this,t),a=s?[Vr.KEEP,Vr.REUSE,Vr.PROJECT,Vr.LATEST]:[Vr.PROJECT,Vr.LATEST],l=[],c=[];for(let y of this.patterns){let b=!1,v=P.parseDescriptor(y);for(let k of t.workspaces)for(let T of[Hr.REGULAR,Hr.DEVELOPMENT]){let q=[...k.manifest.getForScope(T).values()].map($=>P.stringifyIdent($));for(let $ of(0,DN.default)(q,P.stringifyIdent(v))){let z=P.parseIdent($),ne=k.manifest[T].get(z.identHash);if(typeof ne=="undefined")throw new Error("Assertion failed: Expected the descriptor to be registered");let ee=P.makeDescriptor(z,v.range);l.push(Promise.resolve().then(async()=>[k,T,ne,await VC(ee,{project:t,workspace:k,cache:n,target:T,modifier:o,strategies:a})])),b=!0}}b||c.push(y)}if(c.length>1)throw new Pe(`Patterns ${ae.prettyList(e,c,Ri.CODE)} don't match any packages referenced by any workspace`);if(c.length>0)throw new Pe(`Pattern ${ae.prettyList(e,c,Ri.CODE)} doesn't match any packages referenced by any workspace`);let u=await Promise.all(l),g=await dA.start({configuration:e,stdout:this.context.stdout,suggestInstall:!1},async y=>{for(let[,,b,{suggestions:v,rejections:k}]of u){let T=v.filter(Y=>Y.descriptor!==null);if(T.length===0){let[Y]=k;if(typeof Y=="undefined")throw new Error("Assertion failed: Expected an error to have been set");let q=this.cli.error(Y);t.configuration.get("enableNetwork")?y.reportError(X.CANT_SUGGEST_RESOLUTIONS,`${P.prettyDescriptor(e,b)} can't be resolved to a satisfying range + +${q}`):y.reportError(X.CANT_SUGGEST_RESOLUTIONS,`${P.prettyDescriptor(e,b)} can't be resolved to a satisfying range (note: network resolution has been disabled) + +${q}`)}else T.length>1&&!s&&y.reportError(X.CANT_SUGGEST_RESOLUTIONS,`${P.prettyDescriptor(e,b)} has multiple possible upgrade strategies; use -i to disambiguate manually`)}});if(g.hasErrors())return g.exitCode();let f=!1,h=[];for(let[y,b,,{suggestions:v}]of u){let k,T=v.filter(z=>z.descriptor!==null),Y=T[0].descriptor,q=T.every(z=>P.areDescriptorsEqual(z.descriptor,Y));T.length===1||q?k=Y:(f=!0,{answer:k}=await(0,iae.prompt)({type:"select",name:"answer",message:`Which range to you want to use in ${P.prettyWorkspace(e,y)} \u276F ${b}?`,choices:v.map(({descriptor:z,name:ne,reason:ee})=>z?{name:ne,hint:ee,descriptor:z}:{name:ne,hint:ee,disabled:!0}),onCancel:()=>process.exit(130),result(z){return this.find(z,"descriptor")},stdin:this.context.stdin,stdout:this.context.stdout}));let $=y.manifest[b].get(k.identHash);if(typeof $=="undefined")throw new Error("Assertion failed: This descriptor should have a matching entry");if($.descriptorHash!==k.descriptorHash)y.manifest[b].set(k.identHash,k),h.push([y,b,$,k]);else{let z=e.makeResolver(),ne={project:t,resolver:z},ee=z.bindDescriptor($,y.anchoredLocator,ne);t.forgetResolution(ee)}}return await e.triggerMultipleHooks(y=>y.afterWorkspaceDependencyReplacement,h),f&&this.context.stdout.write(` +`),(await Je.start({configuration:e,stdout:this.context.stdout},async y=>{await t.install({cache:n,report:y,mode:this.mode})})).exitCode()}};rh.paths=[["up"]],rh.usage=Re.Usage({description:"upgrade dependencies across the project",details:"\n This command upgrades the packages matching the list of specified patterns to their latest available version across the whole project (regardless of whether they're part of `dependencies` or `devDependencies` - `peerDependencies` won't be affected). This is a project-wide command: all workspaces will be upgraded in the process.\n\n If `-R,--recursive` is set the command will change behavior and no other switch will be allowed. When operating under this mode `yarn up` will force all ranges matching the selected packages to be resolved again (often to the highest available versions) before being stored in the lockfile. It however won't touch your manifests anymore, so depending on your needs you might want to run both `yarn up` and `yarn up -R` to cover all bases.\n\n If `-i,--interactive` is set (or if the `preferInteractive` settings is toggled on) the command will offer various choices, depending on the detected upgrade paths. Some upgrades require this flag in order to resolve ambiguities.\n\n The, `-C,--caret`, `-E,--exact` and `-T,--tilde` options have the same meaning as in the `add` command (they change the modifier used when the range is missing or a tag, and are ignored when the range is explicitly set).\n\n If the `--mode=` option is set, Yarn will change which artifacts are generated. The modes currently supported are:\n\n - `skip-build` will not run the build scripts at all. Note that this is different from setting `enableScripts` to false because the later will disable build scripts, and thus affect the content of the artifacts generated on disk, whereas the former will just disable the build step - but not the scripts themselves, which just won't run.\n\n - `update-lockfile` will skip the link step altogether, and only fetch packages that are missing from the lockfile (or that have no associated checksums). This mode is typically used by tools like Renovate or Dependabot to keep a lockfile up-to-date without incurring the full install cost.\n\n Generally you can see `yarn up` as a counterpart to what was `yarn upgrade --latest` in Yarn 1 (ie it ignores the ranges previously listed in your manifests), but unlike `yarn upgrade` which only upgraded dependencies in the current workspace, `yarn up` will upgrade all workspaces at the same time.\n\n This command accepts glob patterns as arguments (if valid Descriptors and supported by [micromatch](https://github.com/micromatch/micromatch)). Make sure to escape the patterns, to prevent your own shell from trying to expand them.\n\n **Note:** The ranges have to be static, only the package scopes and names can contain glob patterns.\n ",examples:[["Upgrade all instances of lodash to the latest release","$0 up lodash"],["Upgrade all instances of lodash to the latest release, but ask confirmation for each","$0 up lodash -i"],["Upgrade all instances of lodash to 1.2.3","$0 up lodash@1.2.3"],["Upgrade all instances of packages with the `@babel` scope to the latest release","$0 up '@babel/*'"],["Upgrade all instances of packages containing the word `jest` to the latest release","$0 up '*jest*'"],["Upgrade all instances of packages with the `@babel` scope to 7.0.0","$0 up '@babel/*@7.0.0'"]]}),rh.schema=[tS("recursive",bc.Forbids,["interactive","exact","tilde","caret"],{ignore:[void 0,!1]})];var nae=rh;var vm=class extends Le{constructor(){super(...arguments);this.recursive=J.Boolean("-R,--recursive",!1,{description:"List, for each workspace, what are all the paths that lead to the dependency"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.peers=J.Boolean("--peers",!1,{description:"Also print the peer dependencies that match the specified name"});this.package=J.String()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState();let n=P.parseIdent(this.package).identHash,s=this.recursive?ZWe(t,n,{configuration:e,peers:this.peers}):XWe(t,n,{configuration:e,peers:this.peers});ls.emitTree(s,{configuration:e,stdout:this.context.stdout,json:this.json,separators:1})}};vm.paths=[["why"]],vm.usage=Re.Usage({description:"display the reason why a package is needed",details:` + This command prints the exact reasons why a package appears in the dependency tree. + + If \`-R,--recursive\` is set, the listing will go in depth and will list, for each workspaces, what are all the paths that lead to the dependency. Note that the display is somewhat optimized in that it will not print the package listing twice for a single package, so if you see a leaf named "Foo" when looking for "Bar", it means that "Foo" already got printed higher in the tree. + `,examples:[["Explain why lodash is used in your project","$0 why lodash"]]});var sae=vm;function XWe(r,e,{configuration:t,peers:i}){let n=Se.sortMap(r.storedPackages.values(),a=>P.stringifyLocator(a)),s={},o={children:s};for(let a of n){let l={},c=null;for(let u of a.dependencies.values()){if(!i&&a.peerDependencies.has(u.identHash))continue;let g=r.storedResolutions.get(u.descriptorHash);if(!g)throw new Error("Assertion failed: The resolution should have been registered");let f=r.storedPackages.get(g);if(!f)throw new Error("Assertion failed: The package should have been registered");if(f.identHash!==e)continue;if(c===null){let p=P.stringifyLocator(a);s[p]={value:[a,ae.Type.LOCATOR],children:l}}let 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Set,c={},u={children:c},g=(f,h,p)=>{if(!o.has(f.locatorHash))return;let m=p!==null?ae.tuple(ae.Type.DEPENDENT,{locator:f,descriptor:p}):ae.tuple(ae.Type.LOCATOR,f),y={},b={value:m,children:y},v=P.stringifyLocator(f);if(h[v]=b,!l.has(f.locatorHash)&&(l.add(f.locatorHash),!(p!==null&&r.tryWorkspaceByLocator(f))))for(let k of f.dependencies.values()){if(!i&&f.peerDependencies.has(k.identHash))continue;let T=r.storedResolutions.get(k.descriptorHash);if(!T)throw new Error("Assertion failed: The resolution should have been registered");let Y=r.storedPackages.get(T);if(!Y)throw new Error("Assertion failed: The package should have been registered");g(Y,y,k)}};for(let f of n){let h=r.storedPackages.get(f.anchoredLocator.locatorHash);if(!h)throw new Error("Assertion failed: The package should have been registered");g(h,c,null)}return u}var GN={};ft(GN,{default:()=>E3e,gitUtils:()=>Su});var 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vae(r,{base:e,project:t}){let i=Se.buildIgnorePattern(t.configuration.get("changesetIgnorePatterns")),{stdout:n}=await Nr.execvp("git",["diff","--name-only",`${e}`],{cwd:r,strict:!0}),s=n.split(/\r\n|\r|\n/).filter(c=>c.length>0).map(c=>x.resolve(r,H.toPortablePath(c))),{stdout:o}=await Nr.execvp("git",["ls-files","--others","--exclude-standard"],{cwd:r,strict:!0}),a=o.split(/\r\n|\r|\n/).filter(c=>c.length>0).map(c=>x.resolve(r,H.toPortablePath(c))),l=[...new Set([...s,...a].sort())];return i?l.filter(c=>!x.relative(t.cwd,c).match(i)):l}async function C3e({ref:r,project:e}){if(e.configuration.projectCwd===null)throw new Pe("This command can only be run from within a Yarn project");let t=[x.resolve(e.cwd,e.configuration.get("cacheFolder")),x.resolve(e.cwd,e.configuration.get("installStatePath")),x.resolve(e.cwd,e.configuration.get("lockfileFilename")),x.resolve(e.cwd,e.configuration.get("virtualFolder"))];await 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zN=="undefined"&&(zN=require("zlib").brotliDecompressSync(Buffer.from("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i.raw.private=="undefined"&&(this.private||this.workspace&&i.workspaceDefinitions.length===0)&&(i.private=!0),this.workspace&&i.workspaceDefinitions.length===0&&(await U.mkdirPromise(x.join(this.context.cwd,"packages"),{recursive:!0}),i.workspaceDefinitions=[{pattern:"packages/*"}]);let s={};i.exportTo(s),fL.inspect.styles.name="cyan",this.context.stdout.write(`${(0,fL.inspect)(s,{depth:Infinity,colors:!0,compact:!1})} +`);let o=x.join(this.context.cwd,At.fileName);await U.changeFilePromise(o,`${JSON.stringify(s,null,2)} +`,{automaticNewlines:!0});let a=x.join(this.context.cwd,"README.md");if(U.existsSync(a)||await U.writeFilePromise(a,`# ${P.stringifyIdent(i.name)} +`),!t||t.cwd===this.context.cwd){let c=x.join(this.context.cwd,xt.lockfile);U.existsSync(c)||await U.writeFilePromise(c,"");let g=[".yarn/*","!.yarn/patches","!.yarn/plugins","!.yarn/releases","!.yarn/sdks","!.yarn/versions","","# Swap the comments on the following lines if you don't wish to use zero-installs","# 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This operation may take some time.");for(let o of n)await U.removePromise(o)}if(await this.transformPnpSettings(e),this.opts.project.configuration.get("pnpEnableInlining")){let o=RAe(e);await U.changeFilePromise(t.cjs,o,{automaticNewlines:!0,mode:493}),await U.removePromise(i)}else{let o=x.relative(x.dirname(t.cjs),i),{dataFile:a,loaderFile:l}=FAe(te(N({},e),{dataLocation:o}));await U.changeFilePromise(t.cjs,l,{automaticNewlines:!0,mode:493}),await U.changeFilePromise(i,a,{automaticNewlines:!0,mode:420})}this.isEsmEnabled()&&(this.opts.report.reportWarning(X.UNNAMED,"ESM support for PnP uses the experimental loader API and is therefore experimental"),await U.changeFilePromise(t.esmLoader,(0,DL.default)(),{automaticNewlines:!0,mode:420}));let s=this.opts.project.configuration.get("pnpUnpluggedFolder");if(this.unpluggedPaths.size===0)await U.removePromise(s);else for(let o of await U.readdirPromise(s)){let a=x.resolve(s,o);this.unpluggedPaths.has(a)||await U.removePromise(a)}}async locateNodeModules(e){let t=[],i=e?new RegExp(e):null;for(let n of this.opts.project.workspaces){let s=x.join(n.cwd,"node_modules");if(i&&i.test(x.relative(this.opts.project.cwd,n.cwd))||!U.existsSync(s))continue;let o=await U.readdirPromise(s,{withFileTypes:!0}),a=o.filter(l=>!l.isDirectory()||l.name===".bin"||!l.name.startsWith("."));if(a.length===o.length)t.push(s);else for(let l of a)t.push(x.join(s,l.name))}return t}async unplugPackageIfNeeded(e,t,i,n,s){return this.shouldBeUnplugged(e,t,n)?this.unplugPackage(e,i,s):i.packageFs}shouldBeUnplugged(e,t,i){return typeof i.unplugged!="undefined"?i.unplugged:hze.has(e.identHash)||e.conditions!=null?!0:t.manifest.preferUnplugged!==null?t.manifest.preferUnplugged:!!(ib(e,t,i,{configuration:this.opts.project.configuration}).length>0||t.misc.extractHint)}async unplugPackage(e,t,i){let n=jm(e,{configuration:this.opts.project.configuration});return this.opts.project.disabledLocators.has(e.locatorHash)?new La(n,{baseFs:t.packageFs,pathUtils:x}):(this.unpluggedPaths.add(n),i.holdFetchResult(this.asyncActions.set(e.locatorHash,async()=>{let s=x.join(n,t.prefixPath,".ready");await U.existsPromise(s)||(this.opts.project.storedBuildState.delete(e.locatorHash),await U.mkdirPromise(n,{recursive:!0}),await U.copyPromise(n,Me.dot,{baseFs:t.packageFs,overwrite:!1}),await U.writeFilePromise(s,""))})),new _t(n))}getPackageInformation(e){let t=P.stringifyIdent(e),i=e.reference,n=this.packageRegistry.get(t);if(!n)throw new Error(`Assertion failed: The package information store should have been available (for ${P.prettyIdent(this.opts.project.configuration,e)})`);let s=n.get(i);if(!s)throw new Error(`Assertion failed: The package information should have been available (for ${P.prettyLocator(this.opts.project.configuration,e)})`);return s}getDiskInformation(e){let t=Se.getMapWithDefault(this.packageRegistry,"@@disk"),i=LL(this.opts.project.cwd,e);return Se.getFactoryWithDefault(t,i,()=>({packageLocation:i,packageDependencies:new Map,packagePeers:new Set,linkType:Qt.SOFT,discardFromLookup:!1}))}};function LL(r,e){let t=x.relative(r,e);return t.match(/^\.{0,2}\//)||(t=`./${t}`),t.replace(/\/?$/,"/")}async function pze(r){var i;let e=(i=await At.tryFind(r.prefixPath,{baseFs:r.packageFs}))!=null?i:new At,t=new Set(["preinstall","install","postinstall"]);for(let n of e.scripts.keys())t.has(n)||e.scripts.delete(n);return{manifest:{scripts:e.scripts,preferUnplugged:e.preferUnplugged,type:e.type},misc:{extractHint:RL(r),hasBindingGyp:FL(r)}}}var GAe=ge(ns());var Gm=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Unplug direct dependencies from the entire project"});this.recursive=J.Boolean("-R,--recursive",!1,{description:"Unplug both direct and transitive dependencies"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.patterns=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd),n=await Nt.find(e);if(!i)throw new ht(t.cwd,this.context.cwd);if(e.get("nodeLinker")!=="pnp")throw new Pe("This command can only be used if the `nodeLinker` option is set to `pnp`");await t.restoreInstallState();let s=new Set(this.patterns),o=this.patterns.map(f=>{let h=P.parseDescriptor(f),p=h.range!=="unknown"?h:P.makeDescriptor(h,"*");if(!Wt.validRange(p.range))throw new Pe(`The range of the descriptor patterns must be a valid semver range (${P.prettyDescriptor(e,p)})`);return m=>{let y=P.stringifyIdent(m);return!GAe.default.isMatch(y,P.stringifyIdent(p))||m.version&&!Wt.satisfiesWithPrereleases(m.version,p.range)?!1:(s.delete(f),!0)}}),a=()=>{let f=[];for(let h of t.storedPackages.values())!t.tryWorkspaceByLocator(h)&&!P.isVirtualLocator(h)&&o.some(p=>p(h))&&f.push(h);return f},l=f=>{let h=new Set,p=[],m=(y,b)=>{if(!h.has(y.locatorHash)&&(h.add(y.locatorHash),!t.tryWorkspaceByLocator(y)&&o.some(v=>v(y))&&p.push(y),!(b>0&&!this.recursive)))for(let v of y.dependencies.values()){let k=t.storedResolutions.get(v.descriptorHash);if(!k)throw new Error("Assertion failed: The resolution should have been registered");let T=t.storedPackages.get(k);if(!T)throw new Error("Assertion failed: The package should have been registered");m(T,b+1)}};for(let y of f){let b=t.storedPackages.get(y.anchoredLocator.locatorHash);if(!b)throw new Error("Assertion failed: The package should have been registered");m(b,0)}return p},c,u;if(this.all&&this.recursive?(c=a(),u="the project"):this.all?(c=l(t.workspaces),u="any workspace"):(c=l([i]),u="this workspace"),s.size>1)throw new Pe(`Patterns ${ae.prettyList(e,s,ae.Type.CODE)} don't match any packages referenced by ${u}`);if(s.size>0)throw new Pe(`Pattern ${ae.prettyList(e,s,ae.Type.CODE)} doesn't match any packages referenced by ${u}`);return c=Se.sortMap(c,f=>P.stringifyLocator(f)),(await Je.start({configuration:e,stdout:this.context.stdout,json:this.json},async f=>{var h;for(let p of c){let m=(h=p.version)!=null?h:"unknown",y=t.topLevelWorkspace.manifest.ensureDependencyMeta(P.makeDescriptor(p,m));y.unplugged=!0,f.reportInfo(X.UNNAMED,`Will unpack ${P.prettyLocator(e,p)} to ${ae.pretty(e,jm(p,{configuration:e}),ae.Type.PATH)}`),f.reportJson({locator:P.stringifyLocator(p),version:m})}await t.topLevelWorkspace.persistManifest(),f.reportSeparator(),await t.install({cache:n,report:f})})).exitCode()}};Gm.paths=[["unplug"]],Gm.usage=Re.Usage({description:"force the unpacking of a list of packages",details:"\n This command will add the selectors matching the specified patterns to the list of packages that must be unplugged when installed.\n\n A package being unplugged means that instead of being referenced directly through its archive, it will be unpacked at install time in the directory configured via `pnpUnpluggedFolder`. Note that unpacking packages this way is generally not recommended because it'll make it harder to store your packages within the repository. However, it's a good approach to quickly and safely debug some packages, and can even sometimes be required depending on the context (for example when the package contains shellscripts).\n\n Running the command will set a persistent flag inside your top-level `package.json`, in the `dependenciesMeta` field. As such, to undo its effects, you'll need to revert the changes made to the manifest and run `yarn install` to apply the modification.\n\n By default, only direct dependencies from the current workspace are affected. If `-A,--all` is set, direct dependencies from the entire project are affected. Using the `-R,--recursive` flag will affect transitive dependencies as well as direct ones.\n\n This command accepts glob patterns inside the scope and name components (not the range). Make sure to escape the patterns to prevent your own shell from trying to expand them.\n ",examples:[["Unplug the lodash dependency from the active workspace","yarn unplug lodash"],["Unplug all instances of lodash referenced by any workspace","yarn unplug lodash -A"],["Unplug all instances of lodash referenced by the active workspace and its dependencies","yarn unplug lodash -R"],["Unplug all instances of lodash, anywhere","yarn unplug lodash -AR"],["Unplug one specific version of lodash","yarn unplug lodash@1.2.3"],["Unplug all packages with the `@babel` scope","yarn unplug '@babel/*'"],["Unplug all packages (only for testing, not recommended)","yarn unplug -R '*'"]]});var YAe=Gm;var Ol=r=>({cjs:x.join(r.cwd,xt.pnpCjs),cjsLegacy:x.join(r.cwd,xt.pnpJs),esmLoader:x.join(r.cwd,".pnp.loader.mjs")}),WAe=r=>/\s/.test(r)?JSON.stringify(r):r;async function dze(r,e,t){let i=Ol(r),n=`--require ${WAe(H.fromPortablePath(i.cjs))}`;if(U.existsSync(i.esmLoader)&&(n=`${n} --experimental-loader ${(0,JAe.pathToFileURL)(H.fromPortablePath(i.esmLoader)).href}`),i.cjs.includes(" ")&&qAe.default.lt(process.versions.node,"12.0.0"))throw new Error(`Expected the build location to not include spaces when using Node < 12.0.0 (${process.versions.node})`);if(U.existsSync(i.cjs)){let s=e.NODE_OPTIONS||"",o=/\s*--require\s+\S*\.pnp\.c?js\s*/g,a=/\s*--experimental-loader\s+\S*\.pnp\.loader\.mjs\s*/;s=s.replace(o," ").replace(a," ").trim(),s=s?`${n} ${s}`:n,e.NODE_OPTIONS=s}}async function Cze(r,e){let t=Ol(r);e(t.cjs),e(t.esmLoader),e(r.configuration.get("pnpDataPath")),e(r.configuration.get("pnpUnpluggedFolder"))}var mze={hooks:{populateYarnPaths:Cze,setupScriptEnvironment:dze},configuration:{nodeLinker:{description:'The linker used for installing Node packages, one of: "pnp", "node-modules"',type:Ie.STRING,default:"pnp"},pnpMode:{description:"If 'strict', generates standard PnP maps. If 'loose', merges them with the n_m resolution.",type:Ie.STRING,default:"strict"},pnpShebang:{description:"String to prepend to the generated PnP script",type:Ie.STRING,default:"#!/usr/bin/env node"},pnpIgnorePatterns:{description:"Array of glob patterns; files matching them will use the classic resolution",type:Ie.STRING,default:[],isArray:!0},pnpEnableEsmLoader:{description:"If true, Yarn will generate an ESM loader (`.pnp.loader.mjs`). If this is not explicitly set Yarn tries to automatically detect whether ESM support is required.",type:Ie.BOOLEAN,default:!1},pnpEnableInlining:{description:"If true, the PnP data will be inlined along with the generated loader",type:Ie.BOOLEAN,default:!0},pnpFallbackMode:{description:"If true, the generated PnP loader will follow the top-level fallback rule",type:Ie.STRING,default:"dependencies-only"},pnpUnpluggedFolder:{description:"Folder where the unplugged packages must be stored",type:Ie.ABSOLUTE_PATH,default:"./.yarn/unplugged"},pnpDataPath:{description:"Path of the file where the PnP data (used by the loader) must be written",type:Ie.ABSOLUTE_PATH,default:"./.pnp.data.json"}},linkers:[xu],commands:[YAe]},Eze=mze;var $Ae=ge(ZAe());var HL=ge(require("crypto")),ele=ge(require("fs")),tle=1,jr="node_modules",nb=".bin",rle=".yarn-state.yml",Ti;(function(i){i.CLASSIC="classic",i.HARDLINKS_LOCAL="hardlinks-local",i.HARDLINKS_GLOBAL="hardlinks-global"})(Ti||(Ti={}));var jL=class{constructor(){this.installStateCache=new Map}supportsPackage(e,t){return this.isEnabled(t)}async findPackageLocation(e,t){if(!this.isEnabled(t))throw new Error("Assertion failed: Expected the node-modules linker to be enabled");let i=t.project.tryWorkspaceByLocator(e);if(i)return i.cwd;let n=await Se.getFactoryWithDefault(this.installStateCache,t.project.cwd,async()=>await GL(t.project,{unrollAliases:!0}));if(n===null)throw new Pe("Couldn't find the node_modules state file - running an install might help (findPackageLocation)");let s=n.locatorMap.get(P.stringifyLocator(e));if(!s){let a=new Pe(`Couldn't find ${P.prettyLocator(t.project.configuration,e)} in the currently installed node_modules map - running an install might help`);throw a.code="LOCATOR_NOT_INSTALLED",a}let o=t.project.configuration.startingCwd;return s.locations.find(a=>x.contains(o,a))||s.locations[0]}async findPackageLocator(e,t){if(!this.isEnabled(t))return null;let i=await Se.getFactoryWithDefault(this.installStateCache,t.project.cwd,async()=>await GL(t.project,{unrollAliases:!0}));if(i===null)return null;let{locationRoot:n,segments:s}=sb(x.resolve(e),{skipPrefix:t.project.cwd}),o=i.locationTree.get(n);if(!o)return null;let a=o.locator;for(let l of s){if(o=o.children.get(l),!o)break;a=o.locator||a}return P.parseLocator(a)}makeInstaller(e){return new ile(e)}isEnabled(e){return e.project.configuration.get("nodeLinker")==="node-modules"}},ile=class{constructor(e){this.opts=e;this.localStore=new Map;this.realLocatorChecksums=new Map;this.customData={store:new Map}}getCustomDataKey(){return JSON.stringify({name:"NodeModulesInstaller",version:2})}attachCustomData(e){this.customData=e}async installPackage(e,t){var u;let i=x.resolve(t.packageFs.getRealPath(),t.prefixPath),n=this.customData.store.get(e.locatorHash);if(typeof n=="undefined"&&(n=await Tze(e,t),e.linkType===Qt.HARD&&this.customData.store.set(e.locatorHash,n)),!P.isPackageCompatible(e,this.opts.project.configuration.getSupportedArchitectures()))return{packageLocation:null,buildDirective:null};let s=new Map,o=new Set;s.has(P.stringifyIdent(e))||s.set(P.stringifyIdent(e),e.reference);let a=e;if(P.isVirtualLocator(e)){a=P.devirtualizeLocator(e);for(let g of e.peerDependencies.values())s.set(P.stringifyIdent(g),null),o.add(P.stringifyIdent(g))}let l={packageLocation:`${H.fromPortablePath(i)}/`,packageDependencies:s,packagePeers:o,linkType:e.linkType,discardFromLookup:(u=t.discardFromLookup)!=null?u:!1};this.localStore.set(e.locatorHash,{pkg:e,customPackageData:n,dependencyMeta:this.opts.project.getDependencyMeta(e,e.version),pnpNode:l});let c=t.checksum?t.checksum.substring(t.checksum.indexOf("/")+1):null;return this.realLocatorChecksums.set(a.locatorHash,c),{packageLocation:i,buildDirective:null}}async attachInternalDependencies(e,t){let i=this.localStore.get(e.locatorHash);if(typeof i=="undefined")throw new Error("Assertion failed: Expected information object to have been registered");for(let[n,s]of t){let o=P.areIdentsEqual(n,s)?s.reference:[P.stringifyIdent(s),s.reference];i.pnpNode.packageDependencies.set(P.stringifyIdent(n),o)}}async attachExternalDependents(e,t){throw new Error("External dependencies haven't been implemented for the node-modules linker")}async finalizeInstall(){if(this.opts.project.configuration.get("nodeLinker")!=="node-modules")return;let e=new Wr({baseFs:new ys({libzip:await fn(),maxOpenFiles:80,readOnlyArchives:!0})}),t=await GL(this.opts.project),i=this.opts.project.configuration.get("nmMode");(t===null||i!==t.nmMode)&&(this.opts.project.storedBuildState.clear(),t={locatorMap:new Map,binSymlinks:new Map,locationTree:new Map,nmMode:i,mtimeMs:0});let n=new Map(this.opts.project.workspaces.map(f=>{var p,m;let h=this.opts.project.configuration.get("nmHoistingLimits");try{h=Se.validateEnum(Kn,(m=(p=f.manifest.installConfig)==null?void 0:p.hoistingLimits)!=null?m:h)}catch(y){let b=P.prettyWorkspace(this.opts.project.configuration,f);this.opts.report.reportWarning(X.INVALID_MANIFEST,`${b}: Invalid 'installConfig.hoistingLimits' value. Expected one of ${Object.values(Kn).join(", ")}, using default: "${h}"`)}return[f.relativeCwd,h]})),s=new Map(this.opts.project.workspaces.map(f=>{var p,m;let h=this.opts.project.configuration.get("nmSelfReferences");return h=(m=(p=f.manifest.installConfig)==null?void 0:p.selfReferences)!=null?m:h,[f.relativeCwd,h]})),o={VERSIONS:{std:1},topLevel:{name:null,reference:null},getLocator:(f,h)=>Array.isArray(h)?{name:h[0],reference:h[1]}:{name:f,reference:h},getDependencyTreeRoots:()=>this.opts.project.workspaces.map(f=>{let h=f.anchoredLocator;return{name:P.stringifyIdent(f.locator),reference:h.reference}}),getPackageInformation:f=>{let h=f.reference===null?this.opts.project.topLevelWorkspace.anchoredLocator:P.makeLocator(P.parseIdent(f.name),f.reference),p=this.localStore.get(h.locatorHash);if(typeof p=="undefined")throw new Error("Assertion failed: Expected the package reference to have been registered");return p.pnpNode},findPackageLocator:f=>{let h=this.opts.project.tryWorkspaceByCwd(H.toPortablePath(f));if(h!==null){let p=h.anchoredLocator;return{name:P.stringifyIdent(p),reference:p.reference}}throw new Error("Assertion failed: Unimplemented")},resolveToUnqualified:()=>{throw new Error("Assertion failed: Unimplemented")},resolveUnqualified:()=>{throw new Error("Assertion failed: Unimplemented")},resolveRequest:()=>{throw new Error("Assertion failed: Unimplemented")},resolveVirtual:f=>H.fromPortablePath(Wr.resolveVirtual(H.toPortablePath(f)))},{tree:a,errors:l,preserveSymlinksRequired:c}=Mm(o,{pnpifyFs:!1,validateExternalSoftLinks:!0,hoistingLimitsByCwd:n,project:this.opts.project,selfReferencesByCwd:s});if(!a){for(let{messageName:f,text:h}of l)this.opts.report.reportError(f,h);return}let u=bL(a);await Oze(t,u,{baseFs:e,project:this.opts.project,report:this.opts.report,realLocatorChecksums:this.realLocatorChecksums,loadManifest:async f=>{let h=P.parseLocator(f),p=this.localStore.get(h.locatorHash);if(typeof p=="undefined")throw new Error("Assertion failed: Expected the slot to exist");return p.customPackageData.manifest}});let g=[];for(let[f,h]of u.entries()){if(nle(f))continue;let p=P.parseLocator(f),m=this.localStore.get(p.locatorHash);if(typeof m=="undefined")throw new Error("Assertion failed: Expected the slot to exist");if(this.opts.project.tryWorkspaceByLocator(m.pkg))continue;let y=ma.extractBuildScripts(m.pkg,m.customPackageData,m.dependencyMeta,{configuration:this.opts.project.configuration,report:this.opts.report});y.length!==0&&g.push({buildLocations:h.locations,locatorHash:p.locatorHash,buildDirective:y})}return c&&this.opts.report.reportWarning(X.NM_PRESERVE_SYMLINKS_REQUIRED,`The application uses portals and that's why ${ae.pretty(this.opts.project.configuration,"--preserve-symlinks",ae.Type.CODE)} Node option is required for launching it`),{customData:this.customData,records:g}}};async function Tze(r,e){var n;let t=(n=await At.tryFind(e.prefixPath,{baseFs:e.packageFs}))!=null?n:new At,i=new Set(["preinstall","install","postinstall"]);for(let s of t.scripts.keys())i.has(s)||t.scripts.delete(s);return{manifest:{bin:t.bin,scripts:t.scripts},misc:{extractHint:ma.getExtractHint(e),hasBindingGyp:ma.hasBindingGyp(e)}}}async function Mze(r,e,t,i,{installChangedByUser:n}){let s="";s+=`# Warning: This file is automatically generated. Removing it is fine, but will +`,s+=`# cause your node_modules installation to become invalidated. +`,s+=` +`,s+=`__metadata: +`,s+=` version: ${tle} +`,s+=` nmMode: ${i.value} +`;let o=Array.from(e.keys()).sort(),a=P.stringifyLocator(r.topLevelWorkspace.anchoredLocator);for(let u of o){let g=e.get(u);s+=` +`,s+=`${JSON.stringify(u)}: +`,s+=` locations: +`;for(let f of g.locations){let h=x.contains(r.cwd,f);if(h===null)throw new Error(`Assertion failed: Expected the path to be within the project (${f})`);s+=` - ${JSON.stringify(h)} +`}if(g.aliases.length>0){s+=` aliases: +`;for(let f of g.aliases)s+=` - ${JSON.stringify(f)} +`}if(u===a&&t.size>0){s+=` bin: +`;for(let[f,h]of t){let p=x.contains(r.cwd,f);if(p===null)throw new Error(`Assertion failed: Expected the path to be within the project (${f})`);s+=` ${JSON.stringify(p)}: +`;for(let[m,y]of h){let b=x.relative(x.join(f,jr),y);s+=` ${JSON.stringify(m)}: ${JSON.stringify(b)} +`}}}}let l=r.cwd,c=x.join(l,jr,rle);n&&await U.removePromise(c),await U.changeFilePromise(c,s,{automaticNewlines:!0})}async function GL(r,{unrollAliases:e=!1}={}){let t=r.cwd,i=x.join(t,jr,rle),n;try{n=await U.statPromise(i)}catch(c){}if(!n)return null;let s=Si(await U.readFilePromise(i,"utf8"));if(s.__metadata.version>tle)return null;let o=s.__metadata.nmMode||Ti.CLASSIC,a=new Map,l=new Map;delete s.__metadata;for(let[c,u]of Object.entries(s)){let g=u.locations.map(h=>x.join(t,h)),f=u.bin;if(f)for(let[h,p]of Object.entries(f)){let m=x.join(t,H.toPortablePath(h)),y=Se.getMapWithDefault(l,m);for(let[b,v]of Object.entries(p))y.set(Jr(b),H.toPortablePath([m,jr,v].join(x.sep)))}if(a.set(c,{target:Me.dot,linkType:Qt.HARD,locations:g,aliases:u.aliases||[]}),e&&u.aliases)for(let h of 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t=x.contains(e,r);if(t===null)throw new Error(`Assertion failed: Writing attempt prevented to ${r} which is outside project root: ${e}`);let i=t.split(x.sep).filter(l=>l!==""),n=i.indexOf(jr),s=i.slice(0,n).join(x.sep),o=x.join(e,s),a=i.slice(n);return{locationRoot:o,segments:a}},sle=(r,{skipPrefix:e})=>{let t=new Map;if(r===null)return t;let i=()=>({children:new Map,linkType:Qt.HARD});for(let[n,s]of r.entries()){if(s.linkType===Qt.SOFT&&x.contains(e,s.target)!==null){let a=Se.getFactoryWithDefault(t,s.target,i);a.locator=n,a.linkType=s.linkType}for(let o of s.locations){let{locationRoot:a,segments:l}=sb(o,{skipPrefix:e}),c=Se.getFactoryWithDefault(t,a,i);for(let u=0;u{let t;try{process.platform==="win32"&&(t=await U.lstatPromise(r))}catch(i){}process.platform=="win32"&&(!t||t.isDirectory())?await U.symlinkPromise(r,e,"junction"):await U.symlinkPromise(x.relative(x.dirname(e),r),e)};async function ale(r,e,t){let 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g=u,{attemptedAs:t,configuration:i,headers:n,ident:s,authType:o=3,registry:a,otp:l}=g,c=Or(g,["attemptedAs","configuration","headers","ident","authType","registry","otp"]);if(s&&typeof a=="undefined"&&(a=vA(s.scope,{configuration:i})),typeof a!="string")throw new Error("Assertion failed: The registry should be a string");let f=await Ab(a,{authType:o,configuration:i,ident:s});f&&(n=te(N({},n),{authorization:f})),l&&(n=N(N({},n),ch(l)));try{return await ir.put(a+r,e,N({configuration:i,headers:n},c))}catch(h){if(!ab(h))throw await Ul(h,{attemptedAs:t,registry:a,configuration:i,headers:n}),h;l=await VL();let p=N(N({},n),ch(l));try{return await ir.put(`${a}${r}`,e,N({configuration:i,headers:p},c))}catch(m){throw await Ul(m,{attemptedAs:t,registry:a,configuration:i,headers:n}),m}}}async function Xze(r,c){var u=c,{attemptedAs:e,configuration:t,headers:i,ident:n,authType:s=3,registry:o,otp:a}=u,l=Or(u,["attemptedAs","configuration","headers","ident","authType","registry","otp"]);if(n&&typeof o=="undefined"&&(o=vA(n.scope,{configuration:t})),typeof o!="string")throw new Error("Assertion failed: The registry should be a string");let g=await Ab(o,{authType:s,configuration:t,ident:n});g&&(i=te(N({},i),{authorization:g})),a&&(i=N(N({},i),ch(a)));try{return await ir.del(o+r,N({configuration:t,headers:i},l))}catch(f){if(!ab(f)||a)throw await Ul(f,{attemptedAs:e,registry:o,configuration:t,headers:i}),f;a=await VL();let h=N(N({},i),ch(a));try{return await ir.del(`${o}${r}`,N({configuration:t,headers:h},l))}catch(p){throw await Ul(p,{attemptedAs:e,registry:o,configuration:t,headers:i}),p}}}async function Ab(r,{authType:e=2,configuration:t,ident:i}){let n=_L(r,{configuration:t,ident:i}),s=Zze(n,e);if(!s)return null;let o=await t.reduceHook(a=>a.getNpmAuthenticationHeader,void 0,r,{configuration:t,ident:i});if(o)return o;if(n.get("npmAuthToken"))return`Bearer ${n.get("npmAuthToken")}`;if(n.get("npmAuthIdent")){let a=n.get("npmAuthIdent");return a.includes(":")?`Basic 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0:t.response.headers["www-authenticate"].split(/,\s*/).map(n=>n.toLowerCase())).includes("otp")}catch(i){return!1}}function ch(r){return{["npm-otp"]:r}}var XL=class{supports(e,t){if(!e.reference.startsWith(Cr))return!1;let{selector:i,params:n}=P.parseRange(e.reference);return!(!hle.default.valid(i)||n===null||typeof n.__archiveUrl!="string")}getLocalPath(e,t){return null}async fetch(e,t){let i=t.checksums.get(e.locatorHash)||null,[n,s,o]=await t.cache.fetchPackageFromCache(e,i,N({onHit:()=>t.report.reportCacheHit(e),onMiss:()=>t.report.reportCacheMiss(e,`${P.prettyLocator(t.project.configuration,e)} can't be found in the cache and will be fetched from the remote server`),loader:()=>this.fetchFromNetwork(e,t),skipIntegrityCheck:t.skipIntegrityCheck},t.cacheOptions));return{packageFs:n,releaseFs:s,prefixPath:P.getIdentVendorPath(e),checksum:o}}async fetchFromNetwork(e,t){let{params:i}=P.parseRange(e.reference);if(i===null||typeof i.__archiveUrl!="string")throw new Error("Assertion failed: The archiveUrl querystring parameter should have been available");let n=await So(i.__archiveUrl,{configuration:t.project.configuration,ident:e});return await Bi.convertToZip(n,{compressionLevel:t.project.configuration.get("compressionLevel"),prefixPath:P.getIdentVendorPath(e),stripComponents:1})}};var ZL=class{supportsDescriptor(e,t){return!(!e.range.startsWith(Cr)||!P.tryParseDescriptor(e.range.slice(Cr.length),!0))}supportsLocator(e,t){return!1}shouldPersistResolution(e,t){throw new Error("Unreachable")}bindDescriptor(e,t,i){return e}getResolutionDependencies(e,t){let i=P.parseDescriptor(e.range.slice(Cr.length),!0);return t.resolver.getResolutionDependencies(i,t)}async getCandidates(e,t,i){let n=P.parseDescriptor(e.range.slice(Cr.length),!0);return await i.resolver.getCandidates(n,t,i)}async getSatisfying(e,t,i){let n=P.parseDescriptor(e.range.slice(Cr.length),!0);return i.resolver.getSatisfying(n,t,i)}resolve(e,t){throw new Error("Unreachable")}};var ple=ge(ri()),dle=ge(require("url"));var vo=class{supports(e,t){if(!e.reference.startsWith(Cr))return!1;let i=new dle.URL(e.reference);return!(!ple.default.valid(i.pathname)||i.searchParams.has("__archiveUrl"))}getLocalPath(e,t){return null}async fetch(e,t){let i=t.checksums.get(e.locatorHash)||null,[n,s,o]=await t.cache.fetchPackageFromCache(e,i,N({onHit:()=>t.report.reportCacheHit(e),onMiss:()=>t.report.reportCacheMiss(e,`${P.prettyLocator(t.project.configuration,e)} can't be found in the cache and will be fetched from the remote registry`),loader:()=>this.fetchFromNetwork(e,t),skipIntegrityCheck:t.skipIntegrityCheck},t.cacheOptions));return{packageFs:n,releaseFs:s,prefixPath:P.getIdentVendorPath(e),checksum:o}}async fetchFromNetwork(e,t){let i;try{i=await So(vo.getLocatorUrl(e),{configuration:t.project.configuration,ident:e})}catch(n){i=await So(vo.getLocatorUrl(e).replace(/%2f/g,"/"),{configuration:t.project.configuration,ident:e})}return await Bi.convertToZip(i,{compressionLevel:t.project.configuration.get("compressionLevel"),prefixPath:P.getIdentVendorPath(e),stripComponents:1})}static isConventionalTarballUrl(e,t,{configuration:i}){let n=vA(e.scope,{configuration:i}),s=vo.getLocatorUrl(e);return t=t.replace(/^https?:(\/\/(?:[^/]+\.)?npmjs.org(?:$|\/))/,"https:$1"),n=n.replace(/^https:\/\/registry\.npmjs\.org($|\/)/,"https://registry.yarnpkg.com$1"),t=t.replace(/^https:\/\/registry\.npmjs\.org($|\/)/,"https://registry.yarnpkg.com$1"),t===n+s||t===n+s.replace(/%2f/g,"/")}static getLocatorUrl(e){let t=Wt.clean(e.reference.slice(Cr.length));if(t===null)throw new ct(X.RESOLVER_NOT_FOUND,"The npm semver resolver got selected, but the version isn't semver");return`${Kl(e)}/-/${e.name}-${t}.tgz`}};var Cle=ge(ri());var lb=P.makeIdent(null,"node-gyp"),$ze=/\b(node-gyp|prebuild-install)\b/,$L=class{supportsDescriptor(e,t){return e.range.startsWith(Cr)?!!Wt.validRange(e.range.slice(Cr.length)):!1}supportsLocator(e,t){if(!e.reference.startsWith(Cr))return!1;let{selector:i}=P.parseRange(e.reference);return!!Cle.default.valid(i)}shouldPersistResolution(e,t){return!0}bindDescriptor(e,t,i){return e}getResolutionDependencies(e,t){return[]}async getCandidates(e,t,i){let n=Wt.validRange(e.range.slice(Cr.length));if(n===null)throw new Error(`Expected a valid range, got ${e.range.slice(Cr.length)}`);let s=await So(Kl(e),{configuration:i.project.configuration,ident:e,jsonResponse:!0}),o=Se.mapAndFilter(Object.keys(s.versions),c=>{try{let u=new Wt.SemVer(c);if(n.test(u))return u}catch{}return Se.mapAndFilter.skip}),a=o.filter(c=>!s.versions[c.raw].deprecated),l=a.length>0?a:o;return l.sort((c,u)=>-c.compare(u)),l.map(c=>{let u=P.makeLocator(e,`${Cr}${c.raw}`),g=s.versions[c.raw].dist.tarball;return vo.isConventionalTarballUrl(u,g,{configuration:i.project.configuration})?u:P.bindLocator(u,{__archiveUrl:g})})}async getSatisfying(e,t,i){let n=Wt.validRange(e.range.slice(Cr.length));if(n===null)throw new Error(`Expected a valid range, got ${e.range.slice(Cr.length)}`);return Se.mapAndFilter(t,s=>{try{let{selector:o}=P.parseRange(s,{requireProtocol:Cr}),a=new Wt.SemVer(o);if(n.test(a))return{reference:s,version:a}}catch{}return Se.mapAndFilter.skip}).sort((s,o)=>-s.version.compare(o.version)).map(({reference:s})=>P.makeLocator(e,s))}async resolve(e,t){let{selector:i}=P.parseRange(e.reference),n=Wt.clean(i);if(n===null)throw new ct(X.RESOLVER_NOT_FOUND,"The npm semver resolver got selected, but the version isn't semver");let s=await So(Kl(e),{configuration:t.project.configuration,ident:e,jsonResponse:!0});if(!Object.prototype.hasOwnProperty.call(s,"versions"))throw new ct(X.REMOTE_INVALID,'Registry returned invalid data for - missing "versions" field');if(!Object.prototype.hasOwnProperty.call(s.versions,n))throw new ct(X.REMOTE_NOT_FOUND,`Registry failed to return reference "${n}"`);let o=new At;if(o.load(s.versions[n]),!o.dependencies.has(lb.identHash)&&!o.peerDependencies.has(lb.identHash)){for(let a of o.scripts.values())if(a.match($ze)){o.dependencies.set(lb.identHash,P.makeDescriptor(lb,"latest")),t.report.reportWarningOnce(X.NODE_GYP_INJECTED,`${P.prettyLocator(t.project.configuration,e)}: Implicit dependencies on node-gyp are discouraged`);break}}if(typeof o.raw.deprecated=="string"&&o.raw.deprecated!==""){let a=P.prettyLocator(t.project.configuration,e),l=o.raw.deprecated.match(/\S/)?`${a} is deprecated: ${o.raw.deprecated}`:`${a} is deprecated`;t.report.reportWarningOnce(X.DEPRECATED_PACKAGE,l)}return te(N({},e),{version:n,languageName:"node",linkType:Qt.HARD,conditions:o.getConditions(),dependencies:o.dependencies,peerDependencies:o.peerDependencies,dependenciesMeta:o.dependenciesMeta,peerDependenciesMeta:o.peerDependenciesMeta,bin:o.bin})}};var eT=class{supportsDescriptor(e,t){return!(!e.range.startsWith(Cr)||!_g.test(e.range.slice(Cr.length)))}supportsLocator(e,t){return!1}shouldPersistResolution(e,t){throw new Error("Unreachable")}bindDescriptor(e,t,i){return e}getResolutionDependencies(e,t){return[]}async getCandidates(e,t,i){let n=e.range.slice(Cr.length),s=await So(Kl(e),{configuration:i.project.configuration,ident:e,jsonResponse:!0});if(!Object.prototype.hasOwnProperty.call(s,"dist-tags"))throw new ct(X.REMOTE_INVALID,'Registry returned invalid data - missing "dist-tags" field');let o=s["dist-tags"];if(!Object.prototype.hasOwnProperty.call(o,n))throw new ct(X.REMOTE_NOT_FOUND,`Registry failed to return tag "${n}"`);let a=o[n],l=P.makeLocator(e,`${Cr}${a}`),c=s.versions[a].dist.tarball;return vo.isConventionalTarballUrl(l,c,{configuration:i.project.configuration})?[l]:[P.bindLocator(l,{__archiveUrl:c})]}async getSatisfying(e,t,i){return null}async resolve(e,t){throw new Error("Unreachable")}};var Bh={};ft(Bh,{getGitHead:()=>X9e,makePublishBody:()=>V9e});var jT={};ft(jT,{default:()=>R9e,packUtils:()=>DA});var DA={};ft(DA,{genPackList:()=>Db,genPackStream:()=>HT,genPackageManifest:()=>qce,hasPackScripts:()=>UT,prepareForPack:()=>KT});var MT=ge(ns()),Gce=ge(jce()),Yce=ge(require("zlib")),y9e=["/package.json","/readme","/readme.*","/license","/license.*","/licence","/licence.*","/changelog","/changelog.*"],w9e=["/package.tgz",".github",".git",".hg","node_modules",".npmignore",".gitignore",".#*",".DS_Store"];async function UT(r){return!!(Zt.hasWorkspaceScript(r,"prepack")||Zt.hasWorkspaceScript(r,"postpack"))}async function KT(r,{report:e},t){await Zt.maybeExecuteWorkspaceLifecycleScript(r,"prepack",{report:e});try{let i=x.join(r.cwd,At.fileName);await U.existsPromise(i)&&await r.manifest.loadFile(i,{baseFs:U}),await t()}finally{await Zt.maybeExecuteWorkspaceLifecycleScript(r,"postpack",{report:e})}}async function HT(r,e){var s,o;typeof e=="undefined"&&(e=await Db(r));let t=new Set;for(let a of(o=(s=r.manifest.publishConfig)==null?void 0:s.executableFiles)!=null?o:new Set)t.add(x.normalize(a));for(let a of r.manifest.bin.values())t.add(x.normalize(a));let i=Gce.default.pack();process.nextTick(async()=>{for(let a of e){let l=x.normalize(a),c=x.resolve(r.cwd,l),u=x.join("package",l),g=await U.lstatPromise(c),f={name:u,mtime:new Date(Rr.SAFE_TIME*1e3)},h=t.has(l)?493:420,p,m,y=new Promise((v,k)=>{p=v,m=k}),b=v=>{v?m(v):p()};if(g.isFile()){let v;l==="package.json"?v=Buffer.from(JSON.stringify(await qce(r),null,2)):v=await U.readFilePromise(c),i.entry(te(N({},f),{mode:h,type:"file"}),v,b)}else g.isSymbolicLink()?i.entry(te(N({},f),{mode:h,type:"symlink",linkname:await U.readlinkPromise(c)}),b):b(new Error(`Unsupported file type ${g.mode} for ${H.fromPortablePath(l)}`));await y}i.finalize()});let n=(0,Yce.createGzip)();return i.pipe(n),n}async function qce(r){let e=JSON.parse(JSON.stringify(r.manifest.raw));return await r.project.configuration.triggerHook(t=>t.beforeWorkspacePacking,r,e),e}async function Db(r){var g,f,h,p,m,y,b,v;let e=r.project,t=e.configuration,i={accept:[],reject:[]};for(let k of w9e)i.reject.push(k);for(let k of y9e)i.accept.push(k);i.reject.push(t.get("rcFilename"));let n=k=>{if(k===null||!k.startsWith(`${r.cwd}/`))return;let T=x.relative(r.cwd,k),Y=x.resolve(Me.root,T);i.reject.push(Y)};n(x.resolve(e.cwd,t.get("lockfileFilename"))),n(t.get("cacheFolder")),n(t.get("globalFolder")),n(t.get("installStatePath")),n(t.get("virtualFolder")),n(t.get("yarnPath")),await t.triggerHook(k=>k.populateYarnPaths,e,k=>{n(k)});for(let k of e.workspaces){let T=x.relative(r.cwd,k.cwd);T!==""&&!T.match(/^(\.\.)?\//)&&i.reject.push(`/${T}`)}let s={accept:[],reject:[]},o=(f=(g=r.manifest.publishConfig)==null?void 0:g.main)!=null?f:r.manifest.main,a=(p=(h=r.manifest.publishConfig)==null?void 0:h.module)!=null?p:r.manifest.module,l=(y=(m=r.manifest.publishConfig)==null?void 0:m.browser)!=null?y:r.manifest.browser,c=(v=(b=r.manifest.publishConfig)==null?void 0:b.bin)!=null?v:r.manifest.bin;o!=null&&s.accept.push(x.resolve(Me.root,o)),a!=null&&s.accept.push(x.resolve(Me.root,a)),typeof l=="string"&&s.accept.push(x.resolve(Me.root,l));for(let k of c.values())s.accept.push(x.resolve(Me.root,k));if(l instanceof Map)for(let[k,T]of l.entries())s.accept.push(x.resolve(Me.root,k)),typeof T=="string"&&s.accept.push(x.resolve(Me.root,T));let u=r.manifest.files!==null;if(u){s.reject.push("/*");for(let k of r.manifest.files)Jce(s.accept,k,{cwd:Me.root})}return await B9e(r.cwd,{hasExplicitFileList:u,globalList:i,ignoreList:s})}async function B9e(r,{hasExplicitFileList:e,globalList:t,ignoreList:i}){let n=[],s=new Ta(r),o=[[Me.root,[i]]];for(;o.length>0;){let[a,l]=o.pop(),c=await s.lstatPromise(a);if(!zce(a,{globalList:t,ignoreLists:c.isDirectory()?null:l}))if(c.isDirectory()){let u=await s.readdirPromise(a),g=!1,f=!1;if(!e||a!==Me.root)for(let m of u)g=g||m===".gitignore",f=f||m===".npmignore";let h=f?await Wce(s,a,".npmignore"):g?await Wce(s,a,".gitignore"):null,p=h!==null?[h].concat(l):l;zce(a,{globalList:t,ignoreLists:l})&&(p=[...l,{accept:[],reject:["**/*"]}]);for(let m of u)o.push([x.resolve(a,m),p])}else(c.isFile()||c.isSymbolicLink())&&n.push(x.relative(Me.root,a))}return n.sort()}async function Wce(r,e,t){let i={accept:[],reject:[]},n=await r.readFilePromise(x.join(e,t),"utf8");for(let s of n.split(/\n/g))Jce(i.reject,s,{cwd:e});return i}function b9e(r,{cwd:e}){let t=r[0]==="!";return t&&(r=r.slice(1)),r.match(/\.{0,1}\//)&&(r=x.resolve(e,r)),t&&(r=`!${r}`),r}function Jce(r,e,{cwd:t}){let i=e.trim();i===""||i[0]==="#"||r.push(b9e(i,{cwd:t}))}var gs;(function(i){i[i.None=0]="None",i[i.Match=1]="Match",i[i.NegatedMatch=2]="NegatedMatch"})(gs||(gs={}));function zce(r,{globalList:e,ignoreLists:t}){let i=Rb(r,e.accept);if(i!==0)return i===2;let n=Rb(r,e.reject);if(n!==0)return n===1;if(t!==null)for(let s of t){let o=Rb(r,s.accept);if(o!==0)return o===2;let a=Rb(r,s.reject);if(a!==0)return a===1}return!1}function Rb(r,e){let t=e,i=[];for(let n=0;n{await KT(i,{report:l},async()=>{l.reportJson({base:H.fromPortablePath(i.cwd)});let c=await Db(i);for(let u of c)l.reportInfo(null,H.fromPortablePath(u)),l.reportJson({location:H.fromPortablePath(u)});if(!this.dryRun){let u=await HT(i,c),g=U.createWriteStream(s);u.pipe(g),await new Promise(f=>{g.on("finish",f)})}}),this.dryRun||(l.reportInfo(X.UNNAMED,`Package archive generated in ${ae.pretty(e,s,ae.Type.PATH)}`),l.reportJson({output:H.fromPortablePath(s)}))})).exitCode()}};iE.paths=[["pack"]],iE.usage=Re.Usage({description:"generate a tarball from the active workspace",details:"\n This command will turn the active workspace into a compressed archive suitable for publishing. The archive will by default be stored at the root of the workspace (`package.tgz`).\n\n If the `-o,---out` is set the archive will be created at the specified path. 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i,n;e.publishConfig&&(e.publishConfig.main&&(e.main=e.publishConfig.main),e.publishConfig.browser&&(e.browser=e.publishConfig.browser),e.publishConfig.module&&(e.module=e.publishConfig.module),e.publishConfig.browser&&(e.browser=e.publishConfig.browser),e.publishConfig.exports&&(e.exports=e.publishConfig.exports),e.publishConfig.bin&&(e.bin=e.publishConfig.bin));let t=r.project;for(let s of k9e)for(let o of r.manifest.getForScope(s).values()){let a=t.tryWorkspaceByDescriptor(o),l=P.parseRange(o.range);if(l.protocol===x9e)if(a===null){if(t.tryWorkspaceByIdent(o)===null)throw new ct(X.WORKSPACE_NOT_FOUND,`${P.prettyDescriptor(t.configuration,o)}: No local workspace found for this range`)}else{let c;P.areDescriptorsEqual(o,a.anchoredDescriptor)||l.selector==="*"?c=(i=a.manifest.version)!=null?i:"0.0.0":l.selector==="~"||l.selector==="^"?c=`${l.selector}${(n=a.manifest.version)!=null?n:"0.0.0"}`:c=l.selector;let u=s==="dependencies"?P.makeDescriptor(o,"unknown"):null,g=u!==null&&r.manifest.ensureDependencyMeta(u).optional?"optionalDependencies":s;e[g][P.stringifyIdent(o)]=c}}},D9e={hooks:{beforeWorkspacePacking:P9e},commands:[Vce]},R9e=D9e;var sue=ge(require("crypto")),oue=ge(nue()),aue=ge(require("url"));async function V9e(r,e,{access:t,tag:i,registry:n,gitHead:s}){let o=r.project.configuration,a=r.manifest.name,l=r.manifest.version,c=P.stringifyIdent(a),u=(0,sue.createHash)("sha1").update(e).digest("hex"),g=oue.default.fromData(e).toString();typeof t=="undefined"&&(r.manifest.publishConfig&&typeof r.manifest.publishConfig.access=="string"?t=r.manifest.publishConfig.access:o.get("npmPublishAccess")!==null?t=o.get("npmPublishAccess"):a.scope?t="restricted":t="public");let f=await DA.genPackageManifest(r),h=`${c}-${l}.tgz`,p=new aue.URL(`${Ea(n)}/${c}/-/${h}`);return{_id:c,_attachments:{[h]:{content_type:"application/octet-stream",data:e.toString("base64"),length:e.length}},name:c,access:t,["dist-tags"]:{[i]:l},versions:{[l]:te(N({},f),{_id:`${c}@${l}`,name:c,version:l,gitHead:s,dist:{shasum:u,integrity:g,tarball:p.toString()}})}}}async function X9e(r){try{let{stdout:e}=await Nr.execvp("git",["rev-parse","--revs-only","HEAD"],{cwd:r});return e.trim()===""?void 0:e.trim()}catch{return}}var WT={npmAlwaysAuth:{description:"URL of the selected npm registry (note: npm enterprise isn't supported)",type:Ie.BOOLEAN,default:!1},npmAuthIdent:{description:"Authentication identity for the npm registry (_auth in npm and yarn v1)",type:Ie.SECRET,default:null},npmAuthToken:{description:"Authentication token for the npm registry (_authToken in npm and yarn v1)",type:Ie.SECRET,default:null}},Aue={npmAuditRegistry:{description:"Registry to query for audit reports",type:Ie.STRING,default:null},npmPublishRegistry:{description:"Registry to push packages to",type:Ie.STRING,default:null},npmRegistryServer:{description:"URL of the selected npm registry (note: npm enterprise isn't supported)",type:Ie.STRING,default:"https://registry.yarnpkg.com"}},Z9e={configuration:te(N(N({},WT),Aue),{npmScopes:{description:"Settings per package scope",type:Ie.MAP,valueDefinition:{description:"",type:Ie.SHAPE,properties:N(N({},WT),Aue)}},npmRegistries:{description:"Settings per registry",type:Ie.MAP,normalizeKeys:Ea,valueDefinition:{description:"",type:Ie.SHAPE,properties:N({},WT)}}}),fetchers:[XL,vo],resolvers:[ZL,$L,eT]},$9e=Z9e;var XT={};ft(XT,{default:()=>A_e});ws();var ba;(function(i){i.All="all",i.Production="production",i.Development="development"})(ba||(ba={}));var xo;(function(s){s.Info="info",s.Low="low",s.Moderate="moderate",s.High="high",s.Critical="critical"})(xo||(xo={}));var Fb=[xo.Info,xo.Low,xo.Moderate,xo.High,xo.Critical];function lue(r,e){let t=[],i=new Set,n=o=>{i.has(o)||(i.add(o),t.push(o))};for(let o of e)n(o);let s=new Set;for(;t.length>0;){let o=t.shift(),a=r.storedResolutions.get(o);if(typeof a=="undefined")throw new Error("Assertion failed: Expected the resolution to have been registered");let l=r.storedPackages.get(a);if(!!l){s.add(o);for(let c of l.dependencies.values())n(c.descriptorHash)}}return s}function e_e(r,e){return new Set([...r].filter(t=>!e.has(t)))}function t_e(r,e,{all:t}){let i=t?r.workspaces:[e],n=i.map(f=>f.manifest),s=new Set(n.map(f=>[...f.dependencies].map(([h,p])=>h)).flat()),o=new Set(n.map(f=>[...f.devDependencies].map(([h,p])=>h)).flat()),a=i.map(f=>[...f.dependencies.values()]).flat(),l=a.filter(f=>s.has(f.identHash)).map(f=>f.descriptorHash),c=a.filter(f=>o.has(f.identHash)).map(f=>f.descriptorHash),u=lue(r,l),g=lue(r,c);return e_e(g,u)}function cue(r){let e={};for(let t of r)e[P.stringifyIdent(t)]=P.parseRange(t.range).selector;return e}function uue(r){if(typeof r=="undefined")return new Set;let e=Fb.indexOf(r),t=Fb.slice(e);return new Set(t)}function r_e(r,e){let t=uue(e),i={};for(let n of t)i[n]=r[n];return i}function gue(r,e){var i;let t=r_e(r,e);for(let n of Object.keys(t))if((i=t[n])!=null?i:0>0)return!0;return!1}function fue(r,e){var s;let t={},i={children:t},n=Object.values(r.advisories);if(e!=null){let o=uue(e);n=n.filter(a=>o.has(a.severity))}for(let o of Se.sortMap(n,a=>a.module_name))t[o.module_name]={label:o.module_name,value:ae.tuple(ae.Type.RANGE,o.findings.map(a=>a.version).join(", ")),children:{Issue:{label:"Issue",value:ae.tuple(ae.Type.NO_HINT,o.title)},URL:{label:"URL",value:ae.tuple(ae.Type.URL,o.url)},Severity:{label:"Severity",value:ae.tuple(ae.Type.NO_HINT,o.severity)},["Vulnerable Versions"]:{label:"Vulnerable Versions",value:ae.tuple(ae.Type.RANGE,o.vulnerable_versions)},["Patched Versions"]:{label:"Patched Versions",value:ae.tuple(ae.Type.RANGE,o.patched_versions)},Via:{label:"Via",value:ae.tuple(ae.Type.NO_HINT,Array.from(new Set(o.findings.map(a=>a.paths).flat().map(a=>a.split(">")[0]))).join(", "))},Recommendation:{label:"Recommendation",value:ae.tuple(ae.Type.NO_HINT,(s=o.recommendation)==null?void 0:s.replace(/\n/g," "))}}};return i}function hue(r,e,{all:t,environment:i}){let n=t?r.workspaces:[e],s=[ba.All,ba.Production].includes(i),o=[];if(s)for(let c of n)for(let u of c.manifest.dependencies.values())o.push(u);let a=[ba.All,ba.Development].includes(i),l=[];if(a)for(let c of n)for(let u of c.manifest.devDependencies.values())l.push(u);return cue([...o,...l].filter(c=>P.parseRange(c.range).protocol===null))}function pue(r,e,{all:t}){var s;let i=t_e(r,e,{all:t}),n={};for(let o of r.storedPackages.values())n[P.stringifyIdent(o)]={version:(s=o.version)!=null?s:"0.0.0",integrity:o.identHash,requires:cue(o.dependencies.values()),dev:i.has(P.convertLocatorToDescriptor(o).descriptorHash)};return n}var oE=class extends Le{constructor(){super(...arguments);this.all=J.Boolean("-A,--all",!1,{description:"Audit dependencies from all workspaces"});this.recursive=J.Boolean("-R,--recursive",!1,{description:"Audit transitive dependencies as well"});this.environment=J.String("--environment",ba.All,{description:"Which environments to cover",validator:nn(ba)});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.severity=J.String("--severity",xo.Info,{description:"Minimal severity requested for packages to be displayed",validator:nn(xo)})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd);if(!i)throw new ht(t.cwd,this.context.cwd);await t.restoreInstallState();let n=hue(t,i,{all:this.all,environment:this.environment}),s=pue(t,i,{all:this.all});if(!this.recursive)for(let f of Object.keys(s))Object.prototype.hasOwnProperty.call(n,f)?s[f].requires={}:delete s[f];let o={requires:n,dependencies:s},a=br.getAuditRegistry(i.manifest,{configuration:e}),l,c=await dA.start({configuration:e,stdout:this.context.stdout},async()=>{l=await zt.post("/-/npm/v1/security/audits/quick",o,{authType:zt.AuthType.BEST_EFFORT,configuration:e,jsonResponse:!0,registry:a})});if(c.hasErrors())return c.exitCode();let u=gue(l.metadata.vulnerabilities,this.severity);return!this.json&&u?(ls.emitTree(fue(l,this.severity),{configuration:e,json:this.json,stdout:this.context.stdout,separators:2}),1):(await Je.start({configuration:e,includeFooter:!1,json:this.json,stdout:this.context.stdout},async f=>{f.reportJson(l),u||f.reportInfo(X.EXCEPTION,"No audit suggestions")})).exitCode()}};oE.paths=[["npm","audit"]],oE.usage=Re.Usage({description:"perform a vulnerability audit against the installed packages",details:` + This command checks for known security reports on the packages you use. The reports are by default extracted from the npm registry, and may or may not be relevant to your actual program (not all vulnerabilities affect all code paths). + + For consistency with our other commands the default is to only check the direct dependencies for the active workspace. To extend this search to all workspaces, use \`-A,--all\`. To extend this search to both direct and transitive dependencies, use \`-R,--recursive\`. + + Applying the \`--severity\` flag will limit the audit table to vulnerabilities of the corresponding severity and above. Valid values are ${Fb.map(e=>`\`${e}\``).join(", ")}. + + If the \`--json\` flag is set, Yarn will print the output exactly as received from the registry. Regardless of this flag, the process will exit with a non-zero exit code if a report is found for the selected packages. + + To understand the dependency tree requiring vulnerable packages, check the raw report with the \`--json\` flag or use \`yarn why \` to get more information as to who depends on them. + `,examples:[["Checks for known security issues with the installed packages. The output is a list of known issues.","yarn npm audit"],["Audit dependencies in all workspaces","yarn npm audit --all"],["Limit auditing to `dependencies` (excludes `devDependencies`)","yarn npm audit --environment production"],["Show audit report as valid JSON","yarn npm audit --json"],["Audit all direct and transitive dependencies","yarn npm audit --recursive"],["Output moderate (or more severe) vulnerabilities","yarn npm audit --severity moderate"]]});var due=oE;var zT=ge(ri()),_T=ge(require("util")),aE=class extends Le{constructor(){super(...arguments);this.fields=J.String("-f,--fields",{description:"A comma-separated list of manifest fields that should be displayed"});this.json=J.Boolean("--json",!1,{description:"Format the output as an NDJSON stream"});this.packages=J.Rest()}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t}=await ze.find(e,this.context.cwd),i=typeof this.fields!="undefined"?new Set(["name",...this.fields.split(/\s*,\s*/)]):null,n=[],s=!1,o=await Je.start({configuration:e,includeFooter:!1,json:this.json,stdout:this.context.stdout},async a=>{for(let l of this.packages){let c;if(l==="."){let k=t.topLevelWorkspace;if(!k.manifest.name)throw new Pe(`Missing ${ae.pretty(e,"name",ae.Type.CODE)} field in ${H.fromPortablePath(x.join(k.cwd,xt.manifest))}`);c=P.makeDescriptor(k.manifest.name,"unknown")}else c=P.parseDescriptor(l);let u=zt.getIdentUrl(c),g=VT(await zt.get(u,{configuration:e,ident:c,jsonResponse:!0,customErrorMessage:zt.customPackageError})),f=Object.keys(g.versions).sort(zT.default.compareLoose),p=g["dist-tags"].latest||f[f.length-1],m=Wt.validRange(c.range);if(m){let k=zT.default.maxSatisfying(f,m);k!==null?p=k:(a.reportWarning(X.UNNAMED,`Unmet range ${P.prettyRange(e,c.range)}; falling back to the latest version`),s=!0)}else Object.prototype.hasOwnProperty.call(g["dist-tags"],c.range)?p=g["dist-tags"][c.range]:c.range!=="unknown"&&(a.reportWarning(X.UNNAMED,`Unknown tag ${P.prettyRange(e,c.range)}; falling back to the latest version`),s=!0);let y=g.versions[p],b=te(N(N({},g),y),{version:p,versions:f}),v;if(i!==null){v={};for(let k of i){let T=b[k];if(typeof T!="undefined")v[k]=T;else{a.reportWarning(X.EXCEPTION,`The ${ae.pretty(e,k,ae.Type.CODE)} field doesn't exist inside ${P.prettyIdent(e,c)}'s information`),s=!0;continue}}}else this.json||(delete b.dist,delete b.readme,delete b.users),v=b;a.reportJson(v),this.json||n.push(v)}});_T.inspect.styles.name="cyan";for(let a of n)(a!==n[0]||s)&&this.context.stdout.write(` +`),this.context.stdout.write(`${(0,_T.inspect)(a,{depth:Infinity,colors:!0,compact:!1})} +`);return o.exitCode()}};aE.paths=[["npm","info"]],aE.usage=Re.Usage({category:"Npm-related commands",description:"show information about a package",details:"\n This command fetches information about a package from the npm registry and prints it in a tree format.\n\n The package does not have to be installed locally, but needs to have been published (in particular, local changes will be ignored even for workspaces).\n\n Append `@` to the package argument to provide information specific to the latest version that satisfies the range or to the corresponding tagged version. If the range is invalid or if there is no version satisfying the range, the command will print a warning and fall back to the latest version.\n\n If the `-f,--fields` option is set, it's a comma-separated list of fields which will be used to only display part of the package information.\n\n By default, this command won't return the `dist`, `readme`, and `users` fields, since they are often very long. To explicitly request those fields, explicitly list them with the `--fields` flag or request the output in JSON mode.\n ",examples:[["Show all available information about react (except the `dist`, `readme`, and `users` fields)","yarn npm info react"],["Show all available information about react as valid JSON (including the `dist`, `readme`, and `users` fields)","yarn npm info react --json"],["Show all available information about react@16.12.0","yarn npm info react@16.12.0"],["Show all available information about react@next","yarn npm info react@next"],["Show the description of react","yarn npm info react --fields description"],["Show all available versions of react","yarn npm info react --fields versions"],["Show the readme of react","yarn npm info react --fields readme"],["Show a few fields of react","yarn npm info react --fields homepage,repository"]]});var Cue=aE;function VT(r){if(Array.isArray(r)){let e=[];for(let t of r)t=VT(t),t&&e.push(t);return e}else if(typeof r=="object"&&r!==null){let e={};for(let t of Object.keys(r)){if(t.startsWith("_"))continue;let i=VT(r[t]);i&&(e[t]=i)}return e}else return r||null}var mue=ge(zC()),AE=class extends Le{constructor(){super(...arguments);this.scope=J.String("-s,--scope",{description:"Login to the registry configured for a given scope"});this.publish=J.Boolean("--publish",!1,{description:"Login to the publish registry"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=await Nb({configuration:e,cwd:this.context.cwd,publish:this.publish,scope:this.scope});return(await Je.start({configuration:e,stdout:this.context.stdout},async n=>{let s=await n_e({registry:t,report:n,stdin:this.context.stdin,stdout:this.context.stdout}),o=`/-/user/org.couchdb.user:${encodeURIComponent(s.name)}`,a=await zt.put(o,s,{attemptedAs:s.name,configuration:e,registry:t,jsonResponse:!0,authType:zt.AuthType.NO_AUTH});return await i_e(t,a.token,{configuration:e,scope:this.scope}),n.reportInfo(X.UNNAMED,"Successfully logged in")})).exitCode()}};AE.paths=[["npm","login"]],AE.usage=Re.Usage({category:"Npm-related commands",description:"store new login info to access the npm registry",details:"\n This command will ask you for your username, password, and 2FA One-Time-Password (when it applies). It will then modify your local configuration (in your home folder, never in the project itself) to reference the new tokens thus generated.\n\n Adding the `-s,--scope` flag will cause the authentication to be done against whatever registry is configured for the associated scope (see also `npmScopes`).\n\n Adding the `--publish` flag will cause the authentication to be done against the registry used when publishing the package (see also `publishConfig.registry` and `npmPublishRegistry`).\n ",examples:[["Login to the default registry","yarn npm login"],["Login to the registry linked to the @my-scope registry","yarn npm login --scope my-scope"],["Login to the publish registry for the current package","yarn npm login --publish"]]});var Eue=AE;async function Nb({scope:r,publish:e,configuration:t,cwd:i}){return r&&e?br.getScopeRegistry(r,{configuration:t,type:br.RegistryType.PUBLISH_REGISTRY}):r?br.getScopeRegistry(r,{configuration:t}):e?br.getPublishRegistry((await zf(t,i)).manifest,{configuration:t}):br.getDefaultRegistry({configuration:t})}async function i_e(r,e,{configuration:t,scope:i}){let n=o=>a=>{let l=Se.isIndexableObject(a)?a:{},c=l[o],u=Se.isIndexableObject(c)?c:{};return te(N({},l),{[o]:te(N({},u),{npmAuthToken:e})})},s=i?{npmScopes:n(i)}:{npmRegistries:n(r)};return await ye.updateHomeConfiguration(s)}async function n_e({registry:r,report:e,stdin:t,stdout:i}){if(process.env.TEST_ENV)return{name:process.env.TEST_NPM_USER||"",password:process.env.TEST_NPM_PASSWORD||""};e.reportInfo(X.UNNAMED,`Logging in to ${r}`);let n=!1;r.match(/^https:\/\/npm\.pkg\.github\.com(\/|$)/)&&(e.reportInfo(X.UNNAMED,"You seem to be using the GitHub Package Registry. Tokens must be generated with the 'repo', 'write:packages', and 'read:packages' permissions."),n=!0),e.reportSeparator();let{username:s,password:o}=await(0,mue.prompt)([{type:"input",name:"username",message:"Username:",required:!0,onCancel:()=>process.exit(130),stdin:t,stdout:i},{type:"password",name:"password",message:n?"Token:":"Password:",required:!0,onCancel:()=>process.exit(130),stdin:t,stdout:i}]);return e.reportSeparator(),{name:s,password:o}}var bh=new Set(["npmAuthIdent","npmAuthToken"]),lE=class extends Le{constructor(){super(...arguments);this.scope=J.String("-s,--scope",{description:"Logout of the registry configured for a given scope"});this.publish=J.Boolean("--publish",!1,{description:"Logout of the publish registry"});this.all=J.Boolean("-A,--all",!1,{description:"Logout of all registries"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t=async()=>{var l;let n=await Nb({configuration:e,cwd:this.context.cwd,publish:this.publish,scope:this.scope}),s=await ye.find(this.context.cwd,this.context.plugins),o=P.makeIdent((l=this.scope)!=null?l:null,"pkg");return!br.getAuthConfiguration(n,{configuration:s,ident:o}).get("npmAuthToken")};return(await Je.start({configuration:e,stdout:this.context.stdout},async n=>{if(this.all&&(await s_e(),n.reportInfo(X.UNNAMED,"Successfully logged out from everything")),this.scope){await Iue("npmScopes",this.scope),await t()?n.reportInfo(X.UNNAMED,`Successfully logged out from ${this.scope}`):n.reportWarning(X.UNNAMED,"Scope authentication settings removed, but some other ones settings still apply to it");return}let s=await Nb({configuration:e,cwd:this.context.cwd,publish:this.publish});await Iue("npmRegistries",s),await t()?n.reportInfo(X.UNNAMED,`Successfully logged out from ${s}`):n.reportWarning(X.UNNAMED,"Registry authentication settings removed, but some other ones settings still apply to it")})).exitCode()}};lE.paths=[["npm","logout"]],lE.usage=Re.Usage({category:"Npm-related commands",description:"logout of the npm registry",details:"\n This command will log you out by modifying your local configuration (in your home folder, never in the project itself) to delete all credentials linked to a registry.\n\n Adding the `-s,--scope` flag will cause the deletion to be done against whatever registry is configured for the associated scope (see also `npmScopes`).\n\n Adding the `--publish` flag will cause the deletion to be done against the registry used when publishing the package (see also `publishConfig.registry` and `npmPublishRegistry`).\n\n Adding the `-A,--all` flag will cause the deletion to be done against all registries and scopes.\n ",examples:[["Logout of the default registry","yarn npm logout"],["Logout of the @my-scope scope","yarn npm logout --scope my-scope"],["Logout of the publish registry for the current package","yarn npm logout --publish"],["Logout of all registries","yarn npm logout --all"]]});var yue=lE;function o_e(r,e){let t=r[e];if(!Se.isIndexableObject(t))return!1;let i=new Set(Object.keys(t));if([...bh].every(s=>!i.has(s)))return!1;for(let s of bh)i.delete(s);if(i.size===0)return r[e]=void 0,!0;let n=N({},t);for(let s of bh)delete n[s];return r[e]=n,!0}async function s_e(){let r=e=>{let t=!1,i=Se.isIndexableObject(e)?N({},e):{};i.npmAuthToken&&(delete i.npmAuthToken,t=!0);for(let n of Object.keys(i))o_e(i,n)&&(t=!0);if(Object.keys(i).length!==0)return t?i:e};return await ye.updateHomeConfiguration({npmRegistries:r,npmScopes:r})}async function Iue(r,e){return await ye.updateHomeConfiguration({[r]:t=>{let i=Se.isIndexableObject(t)?t:{};if(!Object.prototype.hasOwnProperty.call(i,e))return t;let n=i[e],s=Se.isIndexableObject(n)?n:{},o=new Set(Object.keys(s));if([...bh].every(l=>!o.has(l)))return t;for(let l of bh)o.delete(l);if(o.size===0)return Object.keys(i).length===1?void 0:te(N({},i),{[e]:void 0});let a={};for(let l of bh)a[l]=void 0;return te(N({},i),{[e]:N(N({},s),a)})}})}var cE=class extends Le{constructor(){super(...arguments);this.access=J.String("--access",{description:"The access for the published package (public or restricted)"});this.tag=J.String("--tag","latest",{description:"The tag on the registry that the package should be attached to"});this.tolerateRepublish=J.Boolean("--tolerate-republish",!1,{description:"Warn and exit when republishing an already existing version of a package"});this.otp=J.String("--otp",{description:"The OTP token to use with the command"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd);if(!i)throw new ht(t.cwd,this.context.cwd);if(i.manifest.private)throw new Pe("Private workspaces cannot be published");if(i.manifest.name===null||i.manifest.version===null)throw new Pe("Workspaces must have valid names and versions to be published on an external registry");await t.restoreInstallState();let n=i.manifest.name,s=i.manifest.version,o=br.getPublishRegistry(i.manifest,{configuration:e});return(await Je.start({configuration:e,stdout:this.context.stdout},async l=>{var c,u;if(this.tolerateRepublish)try{let g=await zt.get(zt.getIdentUrl(n),{configuration:e,registry:o,ident:n,jsonResponse:!0});if(!Object.prototype.hasOwnProperty.call(g,"versions"))throw new ct(X.REMOTE_INVALID,'Registry returned invalid data for - missing "versions" field');if(Object.prototype.hasOwnProperty.call(g.versions,s)){l.reportWarning(X.UNNAMED,`Registry already knows about version ${s}; skipping.`);return}}catch(g){if(((u=(c=g.originalError)==null?void 0:c.response)==null?void 0:u.statusCode)!==404)throw g}await Zt.maybeExecuteWorkspaceLifecycleScript(i,"prepublish",{report:l}),await DA.prepareForPack(i,{report:l},async()=>{let g=await DA.genPackList(i);for(let y of g)l.reportInfo(null,y);let f=await DA.genPackStream(i,g),h=await Se.bufferStream(f),p=await Bh.getGitHead(i.cwd),m=await Bh.makePublishBody(i,h,{access:this.access,tag:this.tag,registry:o,gitHead:p});await zt.put(zt.getIdentUrl(n),m,{configuration:e,registry:o,ident:n,otp:this.otp,jsonResponse:!0})}),l.reportInfo(X.UNNAMED,"Package archive published")})).exitCode()}};cE.paths=[["npm","publish"]],cE.usage=Re.Usage({category:"Npm-related commands",description:"publish the active workspace to the npm registry",details:'\n This command will pack the active workspace into a fresh archive and upload it to the npm registry.\n\n The package will by default be attached to the `latest` tag on the registry, but this behavior can be overriden by using the `--tag` option.\n\n Note that for legacy reasons scoped packages are by default published with an access set to `restricted` (aka "private packages"). This requires you to register for a paid npm plan. In case you simply wish to publish a public scoped package to the registry (for free), just add the `--access public` flag. 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If the tag already exists, it will be overwritten. + `,examples:[["Add a `beta` tag for version `2.3.4-beta.4` of package `my-pkg`","yarn npm tag add my-pkg@2.3.4-beta.4 beta"]]});var Que=fE;var hE=class extends Le{constructor(){super(...arguments);this.package=J.String();this.tag=J.String()}async execute(){if(this.tag==="latest")throw new Pe("The 'latest' tag cannot be removed.");let e=await ye.find(this.context.cwd,this.context.plugins),{project:t,workspace:i}=await ze.find(e,this.context.cwd);if(!i)throw new ht(t.cwd,this.context.cwd);let n=P.parseIdent(this.package),s=br.getPublishRegistry(i.manifest,{configuration:e}),o=ae.pretty(e,this.tag,ae.Type.CODE),a=ae.pretty(e,n,ae.Type.IDENT),l=await gE(n,e);if(!Object.prototype.hasOwnProperty.call(l,this.tag))throw new Pe(`${o} is not a tag of package ${a}`);return(await Je.start({configuration:e,stdout:this.context.stdout},async u=>{let g=`/-/package${zt.getIdentUrl(n)}/dist-tags/${encodeURIComponent(this.tag)}`;await zt.del(g,{configuration:e,registry:s,ident:n,jsonResponse:!0}),u.reportInfo(X.UNNAMED,`Tag ${o} removed from package ${a}`)})).exitCode()}};hE.paths=[["npm","tag","remove"]],hE.usage=Re.Usage({category:"Npm-related commands",description:"remove a tag from a package",details:` + This command will remove a tag from a package from the npm registry. + `,examples:[["Remove the `beta` tag from package `my-pkg`","yarn npm tag remove my-pkg beta"]]});var Sue=hE;var pE=class extends Le{constructor(){super(...arguments);this.scope=J.String("-s,--scope",{description:"Print username for the registry configured for a given scope"});this.publish=J.Boolean("--publish",!1,{description:"Print username for the publish registry"})}async execute(){let e=await ye.find(this.context.cwd,this.context.plugins),t;return this.scope&&this.publish?t=br.getScopeRegistry(this.scope,{configuration:e,type:br.RegistryType.PUBLISH_REGISTRY}):this.scope?t=br.getScopeRegistry(this.scope,{configuration:e}):this.publish?t=br.getPublishRegistry((await zf(e,this.context.cwd)).manifest,{configuration:e}):t=br.getDefaultRegistry({configuration:e}),(await Je.start({configuration:e,stdout:this.context.stdout},async n=>{var o,a;let s;try{s=await zt.get("/-/whoami",{configuration:e,registry:t,authType:zt.AuthType.ALWAYS_AUTH,jsonResponse:!0,ident:this.scope?P.makeIdent(this.scope,""):void 0})}catch(l){if(((o=l.response)==null?void 0:o.statusCode)===401||((a=l.response)==null?void 0:a.statusCode)===403){n.reportError(X.AUTHENTICATION_INVALID,"Authentication failed - your credentials may have expired");return}else throw l}n.reportInfo(X.UNNAMED,s.username)})).exitCode()}};pE.paths=[["npm","whoami"]],pE.usage=Re.Usage({category:"Npm-related commands",description:"display the name of the authenticated user",details:"\n Print the username associated with the current authentication settings to the standard output.\n\n When using `-s,--scope`, the username printed will be the one that matches the authentication settings of the registry associated with the given scope (those settings can be overriden using the `npmRegistries` map, and the registry associated with the scope is configured via the `npmScopes` map).\n\n When using `--publish`, the registry we'll select will by default be the one used when publishing packages (`publishConfig.registry` or `npmPublishRegistry` if available, otherwise we'll fallback to the regular `npmRegistryServer`).\n ",examples:[["Print username for the default registry","yarn npm whoami"],["Print username for the registry on a given scope","yarn npm whoami --scope company"]]});var vue=pE;var a_e={configuration:{npmPublishAccess:{description:"Default access of the published packages",type:Ie.STRING,default:null}},commands:[due,Cue,Eue,yue,wue,Que,Bue,Sue,vue]},A_e=a_e;var AO={};ft(AO,{default:()=>B_e,patchUtils:()=>ZT});var ZT={};ft(ZT,{applyPatchFile:()=>Ob,diffFolders:()=>sO,ensureUnpatchedDescriptor:()=>eO,extractPackageToDisk:()=>nO,extractPatchFlags:()=>Nue,isParentRequired:()=>iO,loadPatchFiles:()=>EE,makeDescriptor:()=>tO,makeLocator:()=>rO,parseDescriptor:()=>CE,parseLocator:()=>mE,parsePatchFile:()=>Tb});var dE=class extends Error{constructor(e,t){super(`Cannot apply hunk #${e+1}`);this.hunk=t}};var l_e=/^@@ -(\d+)(,(\d+))? 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Copyright (c) 2014-present, Jon Schlinkert. + * Released under the MIT License. + */ +/*! + * is-windows + * + * Copyright © 2015-2018, Jon Schlinkert. + * Released under the MIT License. + */ +/*! + * to-regex-range + * + * Copyright (c) 2015-present, Jon Schlinkert. + * Released under the MIT License. + */ diff --git a/.yarn/releases/yarn-3.2.4.cjs b/.yarn/releases/yarn-3.2.4.cjs new file mode 100755 index 000000000..78b905ef1 --- /dev/null +++ b/.yarn/releases/yarn-3.2.4.cjs @@ -0,0 +1,800 @@ +#!/usr/bin/env node +/* eslint-disable */ +//prettier-ignore +(()=>{var nfe=Object.create;var HS=Object.defineProperty;var sfe=Object.getOwnPropertyDescriptor;var ofe=Object.getOwnPropertyNames;var afe=Object.getPrototypeOf,Afe=Object.prototype.hasOwnProperty;var J=(r=>typeof require<"u"?require:typeof Proxy<"u"?new Proxy(r,{get:(e,t)=>(typeof require<"u"?require:e)[t]}):r)(function(r){if(typeof require<"u")return require.apply(this,arguments);throw new Error('Dynamic require of "'+r+'" is not 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s.PATTERN.source===a.PATTERN.source&&!(0,Se.contains)(e,a)&&a.PATTERN!==ir.Lexer.NA&&(e.push(a),o.push(a)),o},[])});t=(0,Se.compact)(t);var i=(0,Se.filter)(t,function(s){return s.length>1}),n=(0,Se.map)(i,function(s){var o=(0,Se.map)(s,function(l){return l.name}),a=(0,Se.first)(s).PATTERN;return{message:"The same RegExp pattern ->"+a+"<-"+("has been used in all of the following Token Types: "+o.join(", ")+" <-"),type:ir.LexerDefinitionErrorType.DUPLICATE_PATTERNS_FOUND,tokenTypes:s}});return n}Je.findDuplicatePatterns=jj;function qj(r){var e=(0,Se.filter)(r,function(i){if(!(0,Se.has)(i,"GROUP"))return!1;var n=i.GROUP;return n!==ir.Lexer.SKIPPED&&n!==ir.Lexer.NA&&!(0,Se.isString)(n)}),t=(0,Se.map)(e,function(i){return{message:"Token Type: ->"+i.name+"<- static 'GROUP' can only be Lexer.SKIPPED/Lexer.NA/A String",type:ir.LexerDefinitionErrorType.INVALID_GROUP_TYPE_FOUND,tokenTypes:[i]}});return t}Je.findInvalidGroupType=qj;function Jj(r,e){var t=(0,Se.filter)(r,function(n){return n.PUSH_MODE!==void 0&&!(0,Se.contains)(e,n.PUSH_MODE)}),i=(0,Se.map)(t,function(n){var s="Token Type: ->"+n.name+"<- static 'PUSH_MODE' value cannot refer to a Lexer Mode ->"+n.PUSH_MODE+"<-which does not exist";return{message:s,type:ir.LexerDefinitionErrorType.PUSH_MODE_DOES_NOT_EXIST,tokenTypes:[n]}});return i}Je.findModesThatDoNotExist=Jj;function Wj(r){var e=[],t=(0,Se.reduce)(r,function(i,n,s){var o=n.PATTERN;return o===ir.Lexer.NA||((0,Se.isString)(o)?i.push({str:o,idx:s,tokenType:n}):(0,Se.isRegExp)(o)&&oye(o)&&i.push({str:o.source,idx:s,tokenType:n})),i},[]);return(0,Se.forEach)(r,function(i,n){(0,Se.forEach)(t,function(s){var o=s.str,a=s.idx,l=s.tokenType;if(n"+i.name+"<-")+`in the lexer's definition. +See https://chevrotain.io/docs/guide/resolving_lexer_errors.html#UNREACHABLE`;e.push({message:c,type:ir.LexerDefinitionErrorType.UNREACHABLE_PATTERN,tokenTypes:[i,l]})}})}),e}Je.findUnreachablePatterns=Wj;function sye(r,e){if((0,Se.isRegExp)(e)){var t=e.exec(r);return t!==null&&t.index===0}else{if((0,Se.isFunction)(e))return e(r,0,[],{});if((0,Se.has)(e,"exec"))return e.exec(r,0,[],{});if(typeof e=="string")return e===r;throw Error("non exhaustive match")}}function oye(r){var e=[".","\\","[","]","|","^","$","(",")","?","*","+","{"];return(0,Se.find)(e,function(t){return r.source.indexOf(t)!==-1})===void 0}function yx(r){var e=r.ignoreCase?"i":"";return new RegExp("^(?:"+r.source+")",e)}Je.addStartOfInput=yx;function wx(r){var e=r.ignoreCase?"iy":"y";return new RegExp(""+r.source,e)}Je.addStickyFlag=wx;function aye(r,e,t){var i=[];return(0,Se.has)(r,Je.DEFAULT_MODE)||i.push({message:"A MultiMode Lexer cannot be initialized without a <"+Je.DEFAULT_MODE+`> property in its definition +`,type:ir.LexerDefinitionErrorType.MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE}),(0,Se.has)(r,Je.MODES)||i.push({message:"A MultiMode Lexer cannot be initialized without a <"+Je.MODES+`> property in its definition +`,type:ir.LexerDefinitionErrorType.MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY}),(0,Se.has)(r,Je.MODES)&&(0,Se.has)(r,Je.DEFAULT_MODE)&&!(0,Se.has)(r.modes,r.defaultMode)&&i.push({message:"A MultiMode Lexer cannot be initialized with a "+Je.DEFAULT_MODE+": <"+r.defaultMode+`>which does not exist +`,type:ir.LexerDefinitionErrorType.MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST}),(0,Se.has)(r,Je.MODES)&&(0,Se.forEach)(r.modes,function(n,s){(0,Se.forEach)(n,function(o,a){(0,Se.isUndefined)(o)&&i.push({message:"A Lexer cannot be initialized using an undefined Token Type. Mode:"+("<"+s+"> at index: <"+a+`> +`),type:ir.LexerDefinitionErrorType.LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED})})}),i}Je.performRuntimeChecks=aye;function Aye(r,e,t){var i=[],n=!1,s=(0,Se.compact)((0,Se.flatten)((0,Se.mapValues)(r.modes,function(l){return l}))),o=(0,Se.reject)(s,function(l){return l[Po]===ir.Lexer.NA}),a=_j(t);return e&&(0,Se.forEach)(o,function(l){var c=Vj(l,a);if(c!==!1){var u=Xj(l,c),g={message:u,type:c.issue,tokenType:l};i.push(g)}else(0,Se.has)(l,"LINE_BREAKS")?l.LINE_BREAKS===!0&&(n=!0):(0,hf.canMatchCharCode)(a,l.PATTERN)&&(n=!0)}),e&&!n&&i.push({message:`Warning: No LINE_BREAKS Found. + This Lexer has been defined to track line and column information, + But none of the Token Types can be identified as matching a line terminator. + See https://chevrotain.io/docs/guide/resolving_lexer_errors.html#LINE_BREAKS + for details.`,type:ir.LexerDefinitionErrorType.NO_LINE_BREAKS_FLAGS}),i}Je.performWarningRuntimeChecks=Aye;function lye(r){var e={},t=(0,Se.keys)(r);return(0,Se.forEach)(t,function(i){var n=r[i];if((0,Se.isArray)(n))e[i]=[];else throw Error("non exhaustive match")}),e}Je.cloneEmptyGroups=lye;function Qx(r){var e=r.PATTERN;if((0,Se.isRegExp)(e))return!1;if((0,Se.isFunction)(e))return!0;if((0,Se.has)(e,"exec"))return!0;if((0,Se.isString)(e))return!1;throw Error("non exhaustive match")}Je.isCustomPattern=Qx;function zj(r){return(0,Se.isString)(r)&&r.length===1?r.charCodeAt(0):!1}Je.isShortPattern=zj;Je.LineTerminatorOptimizedTester={test:function(r){for(var e=r.length,t=this.lastIndex;t Token Type +`)+(" Root cause: "+e.errMsg+`. +`)+" For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#IDENTIFY_TERMINATOR";if(e.issue===ir.LexerDefinitionErrorType.CUSTOM_LINE_BREAK)return`Warning: A Custom Token Pattern should specify the option. +`+(" The problem is in the <"+r.name+`> Token Type +`)+" For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#CUSTOM_LINE_BREAK";throw Error("non exhaustive match")}Je.buildLineBreakIssueMessage=Xj;function _j(r){var e=(0,Se.map)(r,function(t){return(0,Se.isString)(t)&&t.length>0?t.charCodeAt(0):t});return e}function Ix(r,e,t){r[e]===void 0?r[e]=[t]:r[e].push(t)}Je.minOptimizationVal=256;var Py=[];function Bx(r){return r255?255+~~(r/255):r}}});var pf=y(Nt=>{"use strict";Object.defineProperty(Nt,"__esModule",{value:!0});Nt.isTokenType=Nt.hasExtendingTokensTypesMapProperty=Nt.hasExtendingTokensTypesProperty=Nt.hasCategoriesProperty=Nt.hasShortKeyProperty=Nt.singleAssignCategoriesToksMap=Nt.assignCategoriesMapProp=Nt.assignCategoriesTokensProp=Nt.assignTokenDefaultProps=Nt.expandCategories=Nt.augmentTokenTypes=Nt.tokenIdxToClass=Nt.tokenShortNameIdx=Nt.tokenStructuredMatcherNoCategories=Nt.tokenStructuredMatcher=void 0;var ei=Gt();function uye(r,e){var t=r.tokenTypeIdx;return t===e.tokenTypeIdx?!0:e.isParent===!0&&e.categoryMatchesMap[t]===!0}Nt.tokenStructuredMatcher=uye;function gye(r,e){return r.tokenTypeIdx===e.tokenTypeIdx}Nt.tokenStructuredMatcherNoCategories=gye;Nt.tokenShortNameIdx=1;Nt.tokenIdxToClass={};function fye(r){var e=Zj(r);$j(e),tq(e),eq(e),(0,ei.forEach)(e,function(t){t.isParent=t.categoryMatches.length>0})}Nt.augmentTokenTypes=fye;function Zj(r){for(var e=(0,ei.cloneArr)(r),t=r,i=!0;i;){t=(0,ei.compact)((0,ei.flatten)((0,ei.map)(t,function(s){return s.CATEGORIES})));var n=(0,ei.difference)(t,e);e=e.concat(n),(0,ei.isEmpty)(n)?i=!1:t=n}return e}Nt.expandCategories=Zj;function $j(r){(0,ei.forEach)(r,function(e){rq(e)||(Nt.tokenIdxToClass[Nt.tokenShortNameIdx]=e,e.tokenTypeIdx=Nt.tokenShortNameIdx++),bx(e)&&!(0,ei.isArray)(e.CATEGORIES)&&(e.CATEGORIES=[e.CATEGORIES]),bx(e)||(e.CATEGORIES=[]),iq(e)||(e.categoryMatches=[]),nq(e)||(e.categoryMatchesMap={})})}Nt.assignTokenDefaultProps=$j;function eq(r){(0,ei.forEach)(r,function(e){e.categoryMatches=[],(0,ei.forEach)(e.categoryMatchesMap,function(t,i){e.categoryMatches.push(Nt.tokenIdxToClass[i].tokenTypeIdx)})})}Nt.assignCategoriesTokensProp=eq;function tq(r){(0,ei.forEach)(r,function(e){Sx([],e)})}Nt.assignCategoriesMapProp=tq;function Sx(r,e){(0,ei.forEach)(r,function(t){e.categoryMatchesMap[t.tokenTypeIdx]=!0}),(0,ei.forEach)(e.CATEGORIES,function(t){var i=r.concat(e);(0,ei.contains)(i,t)||Sx(i,t)})}Nt.singleAssignCategoriesToksMap=Sx;function rq(r){return(0,ei.has)(r,"tokenTypeIdx")}Nt.hasShortKeyProperty=rq;function bx(r){return(0,ei.has)(r,"CATEGORIES")}Nt.hasCategoriesProperty=bx;function iq(r){return(0,ei.has)(r,"categoryMatches")}Nt.hasExtendingTokensTypesProperty=iq;function nq(r){return(0,ei.has)(r,"categoryMatchesMap")}Nt.hasExtendingTokensTypesMapProperty=nq;function hye(r){return(0,ei.has)(r,"tokenTypeIdx")}Nt.isTokenType=hye});var vx=y(Dy=>{"use strict";Object.defineProperty(Dy,"__esModule",{value:!0});Dy.defaultLexerErrorProvider=void 0;Dy.defaultLexerErrorProvider={buildUnableToPopLexerModeMessage:function(r){return"Unable to pop Lexer Mode after encountering Token ->"+r.image+"<- The Mode Stack is empty"},buildUnexpectedCharactersMessage:function(r,e,t,i,n){return"unexpected character: ->"+r.charAt(e)+"<- at offset: "+e+","+(" skipped "+t+" characters.")}}});var jd=y(kc=>{"use strict";Object.defineProperty(kc,"__esModule",{value:!0});kc.Lexer=kc.LexerDefinitionErrorType=void 0;var Vs=Ex(),nr=Gt(),pye=pf(),dye=vx(),Cye=Sy(),mye;(function(r){r[r.MISSING_PATTERN=0]="MISSING_PATTERN",r[r.INVALID_PATTERN=1]="INVALID_PATTERN",r[r.EOI_ANCHOR_FOUND=2]="EOI_ANCHOR_FOUND",r[r.UNSUPPORTED_FLAGS_FOUND=3]="UNSUPPORTED_FLAGS_FOUND",r[r.DUPLICATE_PATTERNS_FOUND=4]="DUPLICATE_PATTERNS_FOUND",r[r.INVALID_GROUP_TYPE_FOUND=5]="INVALID_GROUP_TYPE_FOUND",r[r.PUSH_MODE_DOES_NOT_EXIST=6]="PUSH_MODE_DOES_NOT_EXIST",r[r.MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE=7]="MULTI_MODE_LEXER_WITHOUT_DEFAULT_MODE",r[r.MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY=8]="MULTI_MODE_LEXER_WITHOUT_MODES_PROPERTY",r[r.MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST=9]="MULTI_MODE_LEXER_DEFAULT_MODE_VALUE_DOES_NOT_EXIST",r[r.LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED=10]="LEXER_DEFINITION_CANNOT_CONTAIN_UNDEFINED",r[r.SOI_ANCHOR_FOUND=11]="SOI_ANCHOR_FOUND",r[r.EMPTY_MATCH_PATTERN=12]="EMPTY_MATCH_PATTERN",r[r.NO_LINE_BREAKS_FLAGS=13]="NO_LINE_BREAKS_FLAGS",r[r.UNREACHABLE_PATTERN=14]="UNREACHABLE_PATTERN",r[r.IDENTIFY_TERMINATOR=15]="IDENTIFY_TERMINATOR",r[r.CUSTOM_LINE_BREAK=16]="CUSTOM_LINE_BREAK"})(mye=kc.LexerDefinitionErrorType||(kc.LexerDefinitionErrorType={}));var qd={deferDefinitionErrorsHandling:!1,positionTracking:"full",lineTerminatorsPattern:/\n|\r\n?/g,lineTerminatorCharacters:[` +`,"\r"],ensureOptimizations:!1,safeMode:!1,errorMessageProvider:dye.defaultLexerErrorProvider,traceInitPerf:!1,skipValidations:!1};Object.freeze(qd);var Eye=function(){function r(e,t){var i=this;if(t===void 0&&(t=qd),this.lexerDefinition=e,this.lexerDefinitionErrors=[],this.lexerDefinitionWarning=[],this.patternIdxToConfig={},this.charCodeToPatternIdxToConfig={},this.modes=[],this.emptyGroups={},this.config=void 0,this.trackStartLines=!0,this.trackEndLines=!0,this.hasCustom=!1,this.canModeBeOptimized={},typeof t=="boolean")throw Error(`The second argument to the Lexer constructor is now an ILexerConfig Object. +a boolean 2nd argument is no longer supported`);this.config=(0,nr.merge)(qd,t);var n=this.config.traceInitPerf;n===!0?(this.traceInitMaxIdent=1/0,this.traceInitPerf=!0):typeof n=="number"&&(this.traceInitMaxIdent=n,this.traceInitPerf=!0),this.traceInitIndent=-1,this.TRACE_INIT("Lexer Constructor",function(){var s,o=!0;i.TRACE_INIT("Lexer Config handling",function(){if(i.config.lineTerminatorsPattern===qd.lineTerminatorsPattern)i.config.lineTerminatorsPattern=Vs.LineTerminatorOptimizedTester;else if(i.config.lineTerminatorCharacters===qd.lineTerminatorCharacters)throw Error(`Error: Missing property on the Lexer config. + For details See: https://chevrotain.io/docs/guide/resolving_lexer_errors.html#MISSING_LINE_TERM_CHARS`);if(t.safeMode&&t.ensureOptimizations)throw Error('"safeMode" and "ensureOptimizations" flags are mutually exclusive.');i.trackStartLines=/full|onlyStart/i.test(i.config.positionTracking),i.trackEndLines=/full/i.test(i.config.positionTracking),(0,nr.isArray)(e)?(s={modes:{}},s.modes[Vs.DEFAULT_MODE]=(0,nr.cloneArr)(e),s[Vs.DEFAULT_MODE]=Vs.DEFAULT_MODE):(o=!1,s=(0,nr.cloneObj)(e))}),i.config.skipValidations===!1&&(i.TRACE_INIT("performRuntimeChecks",function(){i.lexerDefinitionErrors=i.lexerDefinitionErrors.concat((0,Vs.performRuntimeChecks)(s,i.trackStartLines,i.config.lineTerminatorCharacters))}),i.TRACE_INIT("performWarningRuntimeChecks",function(){i.lexerDefinitionWarning=i.lexerDefinitionWarning.concat((0,Vs.performWarningRuntimeChecks)(s,i.trackStartLines,i.config.lineTerminatorCharacters))})),s.modes=s.modes?s.modes:{},(0,nr.forEach)(s.modes,function(u,g){s.modes[g]=(0,nr.reject)(u,function(f){return(0,nr.isUndefined)(f)})});var a=(0,nr.keys)(s.modes);if((0,nr.forEach)(s.modes,function(u,g){i.TRACE_INIT("Mode: <"+g+"> processing",function(){if(i.modes.push(g),i.config.skipValidations===!1&&i.TRACE_INIT("validatePatterns",function(){i.lexerDefinitionErrors=i.lexerDefinitionErrors.concat((0,Vs.validatePatterns)(u,a))}),(0,nr.isEmpty)(i.lexerDefinitionErrors)){(0,pye.augmentTokenTypes)(u);var f;i.TRACE_INIT("analyzeTokenTypes",function(){f=(0,Vs.analyzeTokenTypes)(u,{lineTerminatorCharacters:i.config.lineTerminatorCharacters,positionTracking:t.positionTracking,ensureOptimizations:t.ensureOptimizations,safeMode:t.safeMode,tracer:i.TRACE_INIT.bind(i)})}),i.patternIdxToConfig[g]=f.patternIdxToConfig,i.charCodeToPatternIdxToConfig[g]=f.charCodeToPatternIdxToConfig,i.emptyGroups=(0,nr.merge)(i.emptyGroups,f.emptyGroups),i.hasCustom=f.hasCustom||i.hasCustom,i.canModeBeOptimized[g]=f.canBeOptimized}})}),i.defaultMode=s.defaultMode,!(0,nr.isEmpty)(i.lexerDefinitionErrors)&&!i.config.deferDefinitionErrorsHandling){var l=(0,nr.map)(i.lexerDefinitionErrors,function(u){return u.message}),c=l.join(`----------------------- +`);throw new Error(`Errors detected in definition of Lexer: +`+c)}(0,nr.forEach)(i.lexerDefinitionWarning,function(u){(0,nr.PRINT_WARNING)(u.message)}),i.TRACE_INIT("Choosing sub-methods implementations",function(){if(Vs.SUPPORT_STICKY?(i.chopInput=nr.IDENTITY,i.match=i.matchWithTest):(i.updateLastIndex=nr.NOOP,i.match=i.matchWithExec),o&&(i.handleModes=nr.NOOP),i.trackStartLines===!1&&(i.computeNewColumn=nr.IDENTITY),i.trackEndLines===!1&&(i.updateTokenEndLineColumnLocation=nr.NOOP),/full/i.test(i.config.positionTracking))i.createTokenInstance=i.createFullToken;else if(/onlyStart/i.test(i.config.positionTracking))i.createTokenInstance=i.createStartOnlyToken;else if(/onlyOffset/i.test(i.config.positionTracking))i.createTokenInstance=i.createOffsetOnlyToken;else throw Error('Invalid config option: "'+i.config.positionTracking+'"');i.hasCustom?(i.addToken=i.addTokenUsingPush,i.handlePayload=i.handlePayloadWithCustom):(i.addToken=i.addTokenUsingMemberAccess,i.handlePayload=i.handlePayloadNoCustom)}),i.TRACE_INIT("Failed Optimization Warnings",function(){var u=(0,nr.reduce)(i.canModeBeOptimized,function(g,f,h){return f===!1&&g.push(h),g},[]);if(t.ensureOptimizations&&!(0,nr.isEmpty)(u))throw Error("Lexer Modes: < "+u.join(", ")+` > cannot be optimized. + Disable the "ensureOptimizations" lexer config flag to silently ignore this and run the lexer in an un-optimized mode. + Or inspect the console log for details on how to resolve these issues.`)}),i.TRACE_INIT("clearRegExpParserCache",function(){(0,Cye.clearRegExpParserCache)()}),i.TRACE_INIT("toFastProperties",function(){(0,nr.toFastProperties)(i)})})}return r.prototype.tokenize=function(e,t){if(t===void 0&&(t=this.defaultMode),!(0,nr.isEmpty)(this.lexerDefinitionErrors)){var i=(0,nr.map)(this.lexerDefinitionErrors,function(o){return o.message}),n=i.join(`----------------------- +`);throw new Error(`Unable to Tokenize because Errors detected in definition of Lexer: +`+n)}var s=this.tokenizeInternal(e,t);return s},r.prototype.tokenizeInternal=function(e,t){var i=this,n,s,o,a,l,c,u,g,f,h,p,m,w,B,v,D,F=e,H=F.length,j=0,$=0,z=this.hasCustom?0:Math.floor(e.length/10),W=new Array(z),Z=[],A=this.trackStartLines?1:void 0,ae=this.trackStartLines?1:void 0,ue=(0,Vs.cloneEmptyGroups)(this.emptyGroups),_=this.trackStartLines,T=this.config.lineTerminatorsPattern,L=0,ge=[],we=[],Le=[],Pe=[];Object.freeze(Pe);var Te=void 0;function se(){return ge}function Ae(dr){var Bi=(0,Vs.charCodeToOptimizedIndex)(dr),_n=we[Bi];return _n===void 0?Pe:_n}var Qe=function(dr){if(Le.length===1&&dr.tokenType.PUSH_MODE===void 0){var Bi=i.config.errorMessageProvider.buildUnableToPopLexerModeMessage(dr);Z.push({offset:dr.startOffset,line:dr.startLine!==void 0?dr.startLine:void 0,column:dr.startColumn!==void 0?dr.startColumn:void 0,length:dr.image.length,message:Bi})}else{Le.pop();var _n=(0,nr.last)(Le);ge=i.patternIdxToConfig[_n],we=i.charCodeToPatternIdxToConfig[_n],L=ge.length;var ga=i.canModeBeOptimized[_n]&&i.config.safeMode===!1;we&&ga?Te=Ae:Te=se}};function fe(dr){Le.push(dr),we=this.charCodeToPatternIdxToConfig[dr],ge=this.patternIdxToConfig[dr],L=ge.length,L=ge.length;var Bi=this.canModeBeOptimized[dr]&&this.config.safeMode===!1;we&&Bi?Te=Ae:Te=se}fe.call(this,t);for(var le;jc.length){c=a,u=g,le=tt;break}}}break}}if(c!==null){if(f=c.length,h=le.group,h!==void 0&&(p=le.tokenTypeIdx,m=this.createTokenInstance(c,j,p,le.tokenType,A,ae,f),this.handlePayload(m,u),h===!1?$=this.addToken(W,$,m):ue[h].push(m)),e=this.chopInput(e,f),j=j+f,ae=this.computeNewColumn(ae,f),_===!0&&le.canLineTerminator===!0){var It=0,Kr=void 0,oi=void 0;T.lastIndex=0;do Kr=T.test(c),Kr===!0&&(oi=T.lastIndex-1,It++);while(Kr===!0);It!==0&&(A=A+It,ae=f-oi,this.updateTokenEndLineColumnLocation(m,h,oi,It,A,ae,f))}this.handleModes(le,Qe,fe,m)}else{for(var pi=j,pr=A,di=ae,ai=!1;!ai&&j <"+e+">");var n=(0,nr.timer)(t),s=n.time,o=n.value,a=s>10?console.warn:console.log;return this.traceInitIndent time: "+s+"ms"),this.traceInitIndent--,o}else return t()},r.SKIPPED="This marks a skipped Token pattern, this means each token identified by it willbe consumed and then thrown into oblivion, this can be used to for example to completely ignore whitespace.",r.NA=/NOT_APPLICABLE/,r}();kc.Lexer=Eye});var KA=y(Si=>{"use strict";Object.defineProperty(Si,"__esModule",{value:!0});Si.tokenMatcher=Si.createTokenInstance=Si.EOF=Si.createToken=Si.hasTokenLabel=Si.tokenName=Si.tokenLabel=void 0;var Xs=Gt(),Iye=jd(),xx=pf();function yye(r){return fq(r)?r.LABEL:r.name}Si.tokenLabel=yye;function wye(r){return r.name}Si.tokenName=wye;function 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The grammar path that causes this is: + `+i+` +`)+` To fix this refactor your grammar to remove the left recursion. +see: https://en.wikipedia.org/wiki/LL_parser#Left_Factoring.`;return n},buildInvalidRuleNameError:function(r){return"deprecated"},buildDuplicateRuleNameError:function(r){var e;r.topLevelRule instanceof Nx.Rule?e=r.topLevelRule.name:e=r.topLevelRule;var t="Duplicate definition, rule: ->"+e+"<- is already defined in the grammar: ->"+r.grammarName+"<-";return t}}});var Mq=y(UA=>{"use strict";var jye=UA&&UA.__extends||function(){var r=function(e,t){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(i,n){i.__proto__=n}||function(i,n){for(var s in n)Object.prototype.hasOwnProperty.call(n,s)&&(i[s]=n[s])},r(e,t)};return function(e,t){if(typeof t!="function"&&t!==null)throw new TypeError("Class extends value "+String(t)+" is not a constructor or null");r(e,t);function i(){this.constructor=e}e.prototype=t===null?Object.create(t):(i.prototype=t.prototype,new 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er.isEmpty(g)?{message:e.buildEmptyAlternationError({topLevelRule:r,alternation:o,emptyChoiceIdx:u}),type:Fo.ParserDefinitionErrorType.NONE_LAST_EMPTY_ALT,ruleName:r.name,occurrence:o.idx,alternative:u+1}:null});return s.concat(er.compact(l))},[]);return n}zt.validateEmptyOrAlternative=$q;function eJ(r,e,t){var i=new Gx;r.accept(i);var n=i.alternations;n=(0,Qr.reject)(n,function(o){return o.ignoreAmbiguities===!0});var s=er.reduce(n,function(o,a){var l=a.idx,c=a.maxLookahead||e,u=(0,mf.getLookaheadPathsForOr)(l,r,c,a),g=dwe(u,a,r,t),f=nJ(u,a,r,t);return o.concat(g,f)},[]);return s}zt.validateAmbiguousAlternationAlternatives=eJ;var tJ=function(r){Mx(e,r);function e(){var t=r!==null&&r.apply(this,arguments)||this;return t.allProductions=[],t}return 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h=t.buildEmptyRepetitionError({topLevelRule:n,repetition:a});i.push({message:h,type:Fo.ParserDefinitionErrorType.NO_NON_EMPTY_LOOKAHEAD,ruleName:n.name})}})}),i}zt.validateSomeNonEmptyLookaheadPath=iJ;function dwe(r,e,t,i){var n=[],s=(0,Qr.reduce)(r,function(a,l,c){return e.definition[c].ignoreAmbiguities===!0||(0,Qr.forEach)(l,function(u){var g=[c];(0,Qr.forEach)(r,function(f,h){c!==h&&(0,mf.containsPath)(f,u)&&e.definition[h].ignoreAmbiguities!==!0&&g.push(h)}),g.length>1&&!(0,mf.containsPath)(n,u)&&(n.push(u),a.push({alts:g,path:u}))}),a},[]),o=er.map(s,function(a){var l=(0,Qr.map)(a.alts,function(u){return u+1}),c=i.buildAlternationAmbiguityError({topLevelRule:t,alternation:e,ambiguityIndices:l,prefixPath:a.path});return{message:c,type:Fo.ParserDefinitionErrorType.AMBIGUOUS_ALTS,ruleName:t.name,occurrence:e.idx,alternatives:[a.alts]}});return o}function nJ(r,e,t,i){var n=[],s=(0,Qr.reduce)(r,function(o,a,l){var c=(0,Qr.map)(a,function(u){return{idx:l,path:u}});return o.concat(c)},[]);return(0,Qr.forEach)(s,function(o){var a=e.definition[o.idx];if(a.ignoreAmbiguities!==!0){var l=o.idx,c=o.path,u=(0,Qr.findAll)(s,function(f){return e.definition[f.idx].ignoreAmbiguities!==!0&&f.idx{"use strict";Object.defineProperty(Ef,"__esModule",{value:!0});Ef.validateGrammar=Ef.resolveGrammar=void 0;var jx=Gt(),mwe=Mq(),Ewe=Yx(),sJ=Vd();function Iwe(r){r=(0,jx.defaults)(r,{errMsgProvider:sJ.defaultGrammarResolverErrorProvider});var e={};return(0,jx.forEach)(r.rules,function(t){e[t.name]=t}),(0,mwe.resolveGrammar)(e,r.errMsgProvider)}Ef.resolveGrammar=Iwe;function ywe(r){return r=(0,jx.defaults)(r,{errMsgProvider:sJ.defaultGrammarValidatorErrorProvider}),(0,Ewe.validateGrammar)(r.rules,r.maxLookahead,r.tokenTypes,r.errMsgProvider,r.grammarName)}Ef.validateGrammar=ywe});var If=y(En=>{"use strict";var eC=En&&En.__extends||function(){var r=function(e,t){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(i,n){i.__proto__=n}||function(i,n){for(var 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xwe.MismatchedTokenException(p,u,s.LA(0));m.resyncedTokens=(0,cs.dropRight)(l),s.SAVE_ERROR(m)};!c;)if(this.tokenMatcher(g,n)){f();return}else if(i.call(this)){f(),e.apply(this,t);return}else this.tokenMatcher(g,o)?c=!0:(g=this.SKIP_TOKEN(),this.addToResyncTokens(g,l));this.importLexerState(a)},r.prototype.shouldInRepetitionRecoveryBeTried=function(e,t,i){return!(i===!1||e===void 0||t===void 0||this.tokenMatcher(this.LA(1),e)||this.isBackTracking()||this.canPerformInRuleRecovery(e,this.getFollowsForInRuleRecovery(e,t)))},r.prototype.getFollowsForInRuleRecovery=function(e,t){var i=this.getCurrentGrammarPath(e,t),n=this.getNextPossibleTokenTypes(i);return n},r.prototype.tryInRuleRecovery=function(e,t){if(this.canRecoverWithSingleTokenInsertion(e,t)){var i=this.getTokenToInsert(e);return i}if(this.canRecoverWithSingleTokenDeletion(e)){var n=this.SKIP_TOKEN();return this.consumeToken(),n}throw new qx("sad sad panda")},r.prototype.canPerformInRuleRecovery=function(e,t){return this.canRecoverWithSingleTokenInsertion(e,t)||this.canRecoverWithSingleTokenDeletion(e)},r.prototype.canRecoverWithSingleTokenInsertion=function(e,t){var i=this;if(!this.canTokenTypeBeInsertedInRecovery(e)||(0,cs.isEmpty)(t))return!1;var n=this.LA(1),s=(0,cs.find)(t,function(o){return i.tokenMatcher(n,o)})!==void 0;return s},r.prototype.canRecoverWithSingleTokenDeletion=function(e){var t=this.tokenMatcher(this.LA(2),e);return t},r.prototype.isInCurrentRuleReSyncSet=function(e){var t=this.getCurrFollowKey(),i=this.getFollowSetFromFollowKey(t);return(0,cs.contains)(i,e)},r.prototype.findReSyncTokenType=function(){for(var e=this.flattenFollowSet(),t=this.LA(1),i=2;;){var n=t.tokenType;if((0,cs.contains)(e,n))return n;t=this.LA(i),i++}},r.prototype.getCurrFollowKey=function(){if(this.RULE_STACK.length===1)return Ui.EOF_FOLLOW_KEY;var e=this.getLastExplicitRuleShortName(),t=this.getLastExplicitRuleOccurrenceIndex(),i=this.getPreviousExplicitRuleShortName();return{ruleName:this.shortRuleNameToFullName(e),idxInCallingRule:t,inRule:this.shortRuleNameToFullName(i)}},r.prototype.buildFullFollowKeyStack=function(){var e=this,t=this.RULE_STACK,i=this.RULE_OCCURRENCE_STACK;return(0,cs.map)(t,function(n,s){return s===0?Ui.EOF_FOLLOW_KEY:{ruleName:e.shortRuleNameToFullName(n),idxInCallingRule:i[s],inRule:e.shortRuleNameToFullName(t[s-1])}})},r.prototype.flattenFollowSet=function(){var e=this,t=(0,cs.map)(this.buildFullFollowKeyStack(),function(i){return e.getFollowSetFromFollowKey(i)});return(0,cs.flatten)(t)},r.prototype.getFollowSetFromFollowKey=function(e){if(e===Ui.EOF_FOLLOW_KEY)return[Hy.EOF];var t=e.ruleName+e.idxInCallingRule+Pwe.IN+e.inRule;return this.resyncFollows[t]},r.prototype.addToResyncTokens=function(e,t){return this.tokenMatcher(e,Hy.EOF)||t.push(e),t},r.prototype.reSyncTo=function(e){for(var t=[],i=this.LA(1);this.tokenMatcher(i,e)===!1;)i=this.SKIP_TOKEN(),this.addToResyncTokens(i,t);return(0,cs.dropRight)(t)},r.prototype.attemptInRepetitionRecovery=function(e,t,i,n,s,o,a){},r.prototype.getCurrentGrammarPath=function(e,t){var i=this.getHumanReadableRuleStack(),n=(0,cs.cloneArr)(this.RULE_OCCURRENCE_STACK),s={ruleStack:i,occurrenceStack:n,lastTok:e,lastTokOccurrence:t};return s},r.prototype.getHumanReadableRuleStack=function(){var e=this;return(0,cs.map)(this.RULE_STACK,function(t){return e.shortRuleNameToFullName(t)})},r}();Ui.Recoverable=kwe;function gJ(r,e,t,i,n,s,o){var a=this.getKeyForAutomaticLookahead(i,n),l=this.firstAfterRepMap[a];if(l===void 0){var c=this.getCurrRuleFullName(),u=this.getGAstProductions()[c],g=new s(u,n);l=g.startWalking(),this.firstAfterRepMap[a]=l}var f=l.token,h=l.occurrence,p=l.isEndOfRule;this.RULE_STACK.length===1&&p&&f===void 0&&(f=Hy.EOF,h=1),this.shouldInRepetitionRecoveryBeTried(f,h,o)&&this.tryInRepetitionRecovery(r,e,t,f)}Ui.attemptInRepetitionRecovery=gJ});var Gy=y(qt=>{"use strict";Object.defineProperty(qt,"__esModule",{value:!0});qt.getKeyForAutomaticLookahead=qt.AT_LEAST_ONE_SEP_IDX=qt.MANY_SEP_IDX=qt.AT_LEAST_ONE_IDX=qt.MANY_IDX=qt.OPTION_IDX=qt.OR_IDX=qt.BITS_FOR_ALT_IDX=qt.BITS_FOR_RULE_IDX=qt.BITS_FOR_OCCURRENCE_IDX=qt.BITS_FOR_METHOD_TYPE=void 0;qt.BITS_FOR_METHOD_TYPE=4;qt.BITS_FOR_OCCURRENCE_IDX=8;qt.BITS_FOR_RULE_IDX=12;qt.BITS_FOR_ALT_IDX=8;qt.OR_IDX=1<{"use strict";Object.defineProperty(Yy,"__esModule",{value:!0});Yy.LooksAhead=void 0;var Da=Zd(),$s=Gt(),fJ=Un(),ka=Gy(),Fc=zd(),Fwe=function(){function r(){}return r.prototype.initLooksAhead=function(e){this.dynamicTokensEnabled=(0,$s.has)(e,"dynamicTokensEnabled")?e.dynamicTokensEnabled:fJ.DEFAULT_PARSER_CONFIG.dynamicTokensEnabled,this.maxLookahead=(0,$s.has)(e,"maxLookahead")?e.maxLookahead:fJ.DEFAULT_PARSER_CONFIG.maxLookahead,this.lookAheadFuncsCache=(0,$s.isES2015MapSupported)()?new Map:[],(0,$s.isES2015MapSupported)()?(this.getLaFuncFromCache=this.getLaFuncFromMap,this.setLaFuncCache=this.setLaFuncCacheUsingMap):(this.getLaFuncFromCache=this.getLaFuncFromObj,this.setLaFuncCache=this.setLaFuncUsingObj)},r.prototype.preComputeLookaheadFunctions=function(e){var t=this;(0,$s.forEach)(e,function(i){t.TRACE_INIT(i.name+" Rule Lookahead",function(){var n=(0,Fc.collectMethods)(i),s=n.alternation,o=n.repetition,a=n.option,l=n.repetitionMandatory,c=n.repetitionMandatoryWithSeparator,u=n.repetitionWithSeparator;(0,$s.forEach)(s,function(g){var f=g.idx===0?"":g.idx;t.TRACE_INIT(""+(0,Fc.getProductionDslName)(g)+f,function(){var h=(0,Da.buildLookaheadFuncForOr)(g.idx,i,g.maxLookahead||t.maxLookahead,g.hasPredicates,t.dynamicTokensEnabled,t.lookAheadBuilderForAlternatives),p=(0,ka.getKeyForAutomaticLookahead)(t.fullRuleNameToShort[i.name],ka.OR_IDX,g.idx);t.setLaFuncCache(p,h)})}),(0,$s.forEach)(o,function(g){t.computeLookaheadFunc(i,g.idx,ka.MANY_IDX,Da.PROD_TYPE.REPETITION,g.maxLookahead,(0,Fc.getProductionDslName)(g))}),(0,$s.forEach)(a,function(g){t.computeLookaheadFunc(i,g.idx,ka.OPTION_IDX,Da.PROD_TYPE.OPTION,g.maxLookahead,(0,Fc.getProductionDslName)(g))}),(0,$s.forEach)(l,function(g){t.computeLookaheadFunc(i,g.idx,ka.AT_LEAST_ONE_IDX,Da.PROD_TYPE.REPETITION_MANDATORY,g.maxLookahead,(0,Fc.getProductionDslName)(g))}),(0,$s.forEach)(c,function(g){t.computeLookaheadFunc(i,g.idx,ka.AT_LEAST_ONE_SEP_IDX,Da.PROD_TYPE.REPETITION_MANDATORY_WITH_SEPARATOR,g.maxLookahead,(0,Fc.getProductionDslName)(g))}),(0,$s.forEach)(u,function(g){t.computeLookaheadFunc(i,g.idx,ka.MANY_SEP_IDX,Da.PROD_TYPE.REPETITION_WITH_SEPARATOR,g.maxLookahead,(0,Fc.getProductionDslName)(g))})})})},r.prototype.computeLookaheadFunc=function(e,t,i,n,s,o){var a=this;this.TRACE_INIT(""+o+(t===0?"":t),function(){var l=(0,Da.buildLookaheadFuncForOptionalProd)(t,e,s||a.maxLookahead,a.dynamicTokensEnabled,n,a.lookAheadBuilderForOptional),c=(0,ka.getKeyForAutomaticLookahead)(a.fullRuleNameToShort[e.name],i,t);a.setLaFuncCache(c,l)})},r.prototype.lookAheadBuilderForOptional=function(e,t,i){return(0,Da.buildSingleAlternativeLookaheadFunction)(e,t,i)},r.prototype.lookAheadBuilderForAlternatives=function(e,t,i,n){return(0,Da.buildAlternativesLookAheadFunc)(e,t,i,n)},r.prototype.getKeyForAutomaticLookahead=function(e,t){var i=this.getLastExplicitRuleShortName();return(0,ka.getKeyForAutomaticLookahead)(i,e,t)},r.prototype.getLaFuncFromCache=function(e){},r.prototype.getLaFuncFromMap=function(e){return this.lookAheadFuncsCache.get(e)},r.prototype.getLaFuncFromObj=function(e){return this.lookAheadFuncsCache[e]},r.prototype.setLaFuncCache=function(e,t){},r.prototype.setLaFuncCacheUsingMap=function(e,t){this.lookAheadFuncsCache.set(e,t)},r.prototype.setLaFuncUsingObj=function(e,t){this.lookAheadFuncsCache[e]=t},r}();Yy.LooksAhead=Fwe});var pJ=y(No=>{"use strict";Object.defineProperty(No,"__esModule",{value:!0});No.addNoneTerminalToCst=No.addTerminalToCst=No.setNodeLocationFull=No.setNodeLocationOnlyOffset=void 0;function Nwe(r,e){isNaN(r.startOffset)===!0?(r.startOffset=e.startOffset,r.endOffset=e.endOffset):r.endOffset{"use strict";Object.defineProperty(GA,"__esModule",{value:!0});GA.defineNameProp=GA.functionName=GA.classNameFromInstance=void 0;var Mwe=Gt();function Kwe(r){return CJ(r.constructor)}GA.classNameFromInstance=Kwe;var dJ="name";function CJ(r){var e=r.name;return e||"anonymous"}GA.functionName=CJ;function Uwe(r,e){var t=Object.getOwnPropertyDescriptor(r,dJ);return(0,Mwe.isUndefined)(t)||t.configurable?(Object.defineProperty(r,dJ,{enumerable:!1,configurable:!0,writable:!1,value:e}),!0):!1}GA.defineNameProp=Uwe});var wJ=y(vi=>{"use strict";Object.defineProperty(vi,"__esModule",{value:!0});vi.validateRedundantMethods=vi.validateMissingCstMethods=vi.validateVisitor=vi.CstVisitorDefinitionError=vi.createBaseVisitorConstructorWithDefaults=vi.createBaseSemanticVisitorConstructor=vi.defaultVisit=void 0;var us=Gt(),tC=Wx();function mJ(r,e){for(var t=(0,us.keys)(r),i=t.length,n=0;n: + `+(""+s.join(` + +`).replace(/\n/g,` + `)))}}};return t.prototype=i,t.prototype.constructor=t,t._RULE_NAMES=e,t}vi.createBaseSemanticVisitorConstructor=Hwe;function Gwe(r,e,t){var i=function(){};(0,tC.defineNameProp)(i,r+"BaseSemanticsWithDefaults");var n=Object.create(t.prototype);return(0,us.forEach)(e,function(s){n[s]=mJ}),i.prototype=n,i.prototype.constructor=i,i}vi.createBaseVisitorConstructorWithDefaults=Gwe;var zx;(function(r){r[r.REDUNDANT_METHOD=0]="REDUNDANT_METHOD",r[r.MISSING_METHOD=1]="MISSING_METHOD"})(zx=vi.CstVisitorDefinitionError||(vi.CstVisitorDefinitionError={}));function EJ(r,e){var t=IJ(r,e),i=yJ(r,e);return t.concat(i)}vi.validateVisitor=EJ;function IJ(r,e){var t=(0,us.map)(e,function(i){if(!(0,us.isFunction)(r[i]))return{msg:"Missing visitor method: <"+i+"> on "+(0,tC.functionName)(r.constructor)+" CST Visitor.",type:zx.MISSING_METHOD,methodName:i}});return(0,us.compact)(t)}vi.validateMissingCstMethods=IJ;var Ywe=["constructor","visit","validateVisitor"];function yJ(r,e){var t=[];for(var i in r)(0,us.isFunction)(r[i])&&!(0,us.contains)(Ywe,i)&&!(0,us.contains)(e,i)&&t.push({msg:"Redundant visitor method: <"+i+"> on "+(0,tC.functionName)(r.constructor)+` CST Visitor +There is no Grammar Rule corresponding to this method's name. +`,type:zx.REDUNDANT_METHOD,methodName:i});return t}vi.validateRedundantMethods=yJ});var QJ=y(jy=>{"use strict";Object.defineProperty(jy,"__esModule",{value:!0});jy.TreeBuilder=void 0;var yf=pJ(),ti=Gt(),BJ=wJ(),jwe=Un(),qwe=function(){function r(){}return r.prototype.initTreeBuilder=function(e){if(this.CST_STACK=[],this.outputCst=e.outputCst,this.nodeLocationTracking=(0,ti.has)(e,"nodeLocationTracking")?e.nodeLocationTracking:jwe.DEFAULT_PARSER_CONFIG.nodeLocationTracking,!this.outputCst)this.cstInvocationStateUpdate=ti.NOOP,this.cstFinallyStateUpdate=ti.NOOP,this.cstPostTerminal=ti.NOOP,this.cstPostNonTerminal=ti.NOOP,this.cstPostRule=ti.NOOP;else if(/full/i.test(this.nodeLocationTracking))this.recoveryEnabled?(this.setNodeLocationFromToken=yf.setNodeLocationFull,this.setNodeLocationFromNode=yf.setNodeLocationFull,this.cstPostRule=ti.NOOP,this.setInitialNodeLocation=this.setInitialNodeLocationFullRecovery):(this.setNodeLocationFromToken=ti.NOOP,this.setNodeLocationFromNode=ti.NOOP,this.cstPostRule=this.cstPostRuleFull,this.setInitialNodeLocation=this.setInitialNodeLocationFullRegular);else if(/onlyOffset/i.test(this.nodeLocationTracking))this.recoveryEnabled?(this.setNodeLocationFromToken=yf.setNodeLocationOnlyOffset,this.setNodeLocationFromNode=yf.setNodeLocationOnlyOffset,this.cstPostRule=ti.NOOP,this.setInitialNodeLocation=this.setInitialNodeLocationOnlyOffsetRecovery):(this.setNodeLocationFromToken=ti.NOOP,this.setNodeLocationFromNode=ti.NOOP,this.cstPostRule=this.cstPostRuleOnlyOffset,this.setInitialNodeLocation=this.setInitialNodeLocationOnlyOffsetRegular);else if(/none/i.test(this.nodeLocationTracking))this.setNodeLocationFromToken=ti.NOOP,this.setNodeLocationFromNode=ti.NOOP,this.cstPostRule=ti.NOOP,this.setInitialNodeLocation=ti.NOOP;else throw Error('Invalid config option: "'+e.nodeLocationTracking+'"')},r.prototype.setInitialNodeLocationOnlyOffsetRecovery=function(e){e.location={startOffset:NaN,endOffset:NaN}},r.prototype.setInitialNodeLocationOnlyOffsetRegular=function(e){e.location={startOffset:this.LA(1).startOffset,endOffset:NaN}},r.prototype.setInitialNodeLocationFullRecovery=function(e){e.location={startOffset:NaN,startLine:NaN,startColumn:NaN,endOffset:NaN,endLine:NaN,endColumn:NaN}},r.prototype.setInitialNodeLocationFullRegular=function(e){var t=this.LA(1);e.location={startOffset:t.startOffset,startLine:t.startLine,startColumn:t.startColumn,endOffset:NaN,endLine:NaN,endColumn:NaN}},r.prototype.cstInvocationStateUpdate=function(e,t){var i={name:e,children:{}};this.setInitialNodeLocation(i),this.CST_STACK.push(i)},r.prototype.cstFinallyStateUpdate=function(){this.CST_STACK.pop()},r.prototype.cstPostRuleFull=function(e){var t=this.LA(0),i=e.location;i.startOffset<=t.startOffset?(i.endOffset=t.endOffset,i.endLine=t.endLine,i.endColumn=t.endColumn):(i.startOffset=NaN,i.startLine=NaN,i.startColumn=NaN)},r.prototype.cstPostRuleOnlyOffset=function(e){var t=this.LA(0),i=e.location;i.startOffset<=t.startOffset?i.endOffset=t.endOffset:i.startOffset=NaN},r.prototype.cstPostTerminal=function(e,t){var i=this.CST_STACK[this.CST_STACK.length-1];(0,yf.addTerminalToCst)(i,t,e),this.setNodeLocationFromToken(i.location,t)},r.prototype.cstPostNonTerminal=function(e,t){var i=this.CST_STACK[this.CST_STACK.length-1];(0,yf.addNoneTerminalToCst)(i,t,e),this.setNodeLocationFromNode(i.location,e.location)},r.prototype.getBaseCstVisitorConstructor=function(){if((0,ti.isUndefined)(this.baseCstVisitorConstructor)){var e=(0,BJ.createBaseSemanticVisitorConstructor)(this.className,(0,ti.keys)(this.gastProductionsCache));return this.baseCstVisitorConstructor=e,e}return this.baseCstVisitorConstructor},r.prototype.getBaseCstVisitorConstructorWithDefaults=function(){if((0,ti.isUndefined)(this.baseCstVisitorWithDefaultsConstructor)){var e=(0,BJ.createBaseVisitorConstructorWithDefaults)(this.className,(0,ti.keys)(this.gastProductionsCache),this.getBaseCstVisitorConstructor());return this.baseCstVisitorWithDefaultsConstructor=e,e}return this.baseCstVisitorWithDefaultsConstructor},r.prototype.getLastExplicitRuleShortName=function(){var e=this.RULE_STACK;return e[e.length-1]},r.prototype.getPreviousExplicitRuleShortName=function(){var e=this.RULE_STACK;return e[e.length-2]},r.prototype.getLastExplicitRuleOccurrenceIndex=function(){var e=this.RULE_OCCURRENCE_STACK;return e[e.length-1]},r}();jy.TreeBuilder=qwe});var SJ=y(qy=>{"use strict";Object.defineProperty(qy,"__esModule",{value:!0});qy.LexerAdapter=void 0;var bJ=Un(),Jwe=function(){function r(){}return r.prototype.initLexerAdapter=function(){this.tokVector=[],this.tokVectorLength=0,this.currIdx=-1},Object.defineProperty(r.prototype,"input",{get:function(){return this.tokVector},set:function(e){if(this.selfAnalysisDone!==!0)throw Error("Missing invocation at the end of the Parser's constructor.");this.reset(),this.tokVector=e,this.tokVectorLength=e.length},enumerable:!1,configurable:!0}),r.prototype.SKIP_TOKEN=function(){return this.currIdx<=this.tokVector.length-2?(this.consumeToken(),this.LA(1)):bJ.END_OF_FILE},r.prototype.LA=function(e){var t=this.currIdx+e;return t<0||this.tokVectorLength<=t?bJ.END_OF_FILE:this.tokVector[t]},r.prototype.consumeToken=function(){this.currIdx++},r.prototype.exportLexerState=function(){return this.currIdx},r.prototype.importLexerState=function(e){this.currIdx=e},r.prototype.resetLexerState=function(){this.currIdx=-1},r.prototype.moveToTerminatedState=function(){this.currIdx=this.tokVector.length-1},r.prototype.getLexerPosition=function(){return this.exportLexerState()},r}();qy.LexerAdapter=Jwe});var xJ=y(Jy=>{"use strict";Object.defineProperty(Jy,"__esModule",{value:!0});Jy.RecognizerApi=void 0;var vJ=Gt(),Wwe=If(),Vx=Un(),zwe=Vd(),Vwe=Yx(),Xwe=Cn(),_we=function(){function r(){}return r.prototype.ACTION=function(e){return e.call(this)},r.prototype.consume=function(e,t,i){return this.consumeInternal(t,e,i)},r.prototype.subrule=function(e,t,i){return this.subruleInternal(t,e,i)},r.prototype.option=function(e,t){return this.optionInternal(t,e)},r.prototype.or=function(e,t){return this.orInternal(t,e)},r.prototype.many=function(e,t){return this.manyInternal(e,t)},r.prototype.atLeastOne=function(e,t){return this.atLeastOneInternal(e,t)},r.prototype.CONSUME=function(e,t){return this.consumeInternal(e,0,t)},r.prototype.CONSUME1=function(e,t){return this.consumeInternal(e,1,t)},r.prototype.CONSUME2=function(e,t){return this.consumeInternal(e,2,t)},r.prototype.CONSUME3=function(e,t){return this.consumeInternal(e,3,t)},r.prototype.CONSUME4=function(e,t){return this.consumeInternal(e,4,t)},r.prototype.CONSUME5=function(e,t){return this.consumeInternal(e,5,t)},r.prototype.CONSUME6=function(e,t){return this.consumeInternal(e,6,t)},r.prototype.CONSUME7=function(e,t){return this.consumeInternal(e,7,t)},r.prototype.CONSUME8=function(e,t){return this.consumeInternal(e,8,t)},r.prototype.CONSUME9=function(e,t){return this.consumeInternal(e,9,t)},r.prototype.SUBRULE=function(e,t){return this.subruleInternal(e,0,t)},r.prototype.SUBRULE1=function(e,t){return this.subruleInternal(e,1,t)},r.prototype.SUBRULE2=function(e,t){return this.subruleInternal(e,2,t)},r.prototype.SUBRULE3=function(e,t){return this.subruleInternal(e,3,t)},r.prototype.SUBRULE4=function(e,t){return this.subruleInternal(e,4,t)},r.prototype.SUBRULE5=function(e,t){return this.subruleInternal(e,5,t)},r.prototype.SUBRULE6=function(e,t){return this.subruleInternal(e,6,t)},r.prototype.SUBRULE7=function(e,t){return this.subruleInternal(e,7,t)},r.prototype.SUBRULE8=function(e,t){return this.subruleInternal(e,8,t)},r.prototype.SUBRULE9=function(e,t){return this.subruleInternal(e,9,t)},r.prototype.OPTION=function(e){return this.optionInternal(e,0)},r.prototype.OPTION1=function(e){return this.optionInternal(e,1)},r.prototype.OPTION2=function(e){return this.optionInternal(e,2)},r.prototype.OPTION3=function(e){return this.optionInternal(e,3)},r.prototype.OPTION4=function(e){return this.optionInternal(e,4)},r.prototype.OPTION5=function(e){return this.optionInternal(e,5)},r.prototype.OPTION6=function(e){return this.optionInternal(e,6)},r.prototype.OPTION7=function(e){return this.optionInternal(e,7)},r.prototype.OPTION8=function(e){return this.optionInternal(e,8)},r.prototype.OPTION9=function(e){return this.optionInternal(e,9)},r.prototype.OR=function(e){return this.orInternal(e,0)},r.prototype.OR1=function(e){return this.orInternal(e,1)},r.prototype.OR2=function(e){return this.orInternal(e,2)},r.prototype.OR3=function(e){return this.orInternal(e,3)},r.prototype.OR4=function(e){return this.orInternal(e,4)},r.prototype.OR5=function(e){return this.orInternal(e,5)},r.prototype.OR6=function(e){return this.orInternal(e,6)},r.prototype.OR7=function(e){return this.orInternal(e,7)},r.prototype.OR8=function(e){return this.orInternal(e,8)},r.prototype.OR9=function(e){return this.orInternal(e,9)},r.prototype.MANY=function(e){this.manyInternal(0,e)},r.prototype.MANY1=function(e){this.manyInternal(1,e)},r.prototype.MANY2=function(e){this.manyInternal(2,e)},r.prototype.MANY3=function(e){this.manyInternal(3,e)},r.prototype.MANY4=function(e){this.manyInternal(4,e)},r.prototype.MANY5=function(e){this.manyInternal(5,e)},r.prototype.MANY6=function(e){this.manyInternal(6,e)},r.prototype.MANY7=function(e){this.manyInternal(7,e)},r.prototype.MANY8=function(e){this.manyInternal(8,e)},r.prototype.MANY9=function(e){this.manyInternal(9,e)},r.prototype.MANY_SEP=function(e){this.manySepFirstInternal(0,e)},r.prototype.MANY_SEP1=function(e){this.manySepFirstInternal(1,e)},r.prototype.MANY_SEP2=function(e){this.manySepFirstInternal(2,e)},r.prototype.MANY_SEP3=function(e){this.manySepFirstInternal(3,e)},r.prototype.MANY_SEP4=function(e){this.manySepFirstInternal(4,e)},r.prototype.MANY_SEP5=function(e){this.manySepFirstInternal(5,e)},r.prototype.MANY_SEP6=function(e){this.manySepFirstInternal(6,e)},r.prototype.MANY_SEP7=function(e){this.manySepFirstInternal(7,e)},r.prototype.MANY_SEP8=function(e){this.manySepFirstInternal(8,e)},r.prototype.MANY_SEP9=function(e){this.manySepFirstInternal(9,e)},r.prototype.AT_LEAST_ONE=function(e){this.atLeastOneInternal(0,e)},r.prototype.AT_LEAST_ONE1=function(e){return this.atLeastOneInternal(1,e)},r.prototype.AT_LEAST_ONE2=function(e){this.atLeastOneInternal(2,e)},r.prototype.AT_LEAST_ONE3=function(e){this.atLeastOneInternal(3,e)},r.prototype.AT_LEAST_ONE4=function(e){this.atLeastOneInternal(4,e)},r.prototype.AT_LEAST_ONE5=function(e){this.atLeastOneInternal(5,e)},r.prototype.AT_LEAST_ONE6=function(e){this.atLeastOneInternal(6,e)},r.prototype.AT_LEAST_ONE7=function(e){this.atLeastOneInternal(7,e)},r.prototype.AT_LEAST_ONE8=function(e){this.atLeastOneInternal(8,e)},r.prototype.AT_LEAST_ONE9=function(e){this.atLeastOneInternal(9,e)},r.prototype.AT_LEAST_ONE_SEP=function(e){this.atLeastOneSepFirstInternal(0,e)},r.prototype.AT_LEAST_ONE_SEP1=function(e){this.atLeastOneSepFirstInternal(1,e)},r.prototype.AT_LEAST_ONE_SEP2=function(e){this.atLeastOneSepFirstInternal(2,e)},r.prototype.AT_LEAST_ONE_SEP3=function(e){this.atLeastOneSepFirstInternal(3,e)},r.prototype.AT_LEAST_ONE_SEP4=function(e){this.atLeastOneSepFirstInternal(4,e)},r.prototype.AT_LEAST_ONE_SEP5=function(e){this.atLeastOneSepFirstInternal(5,e)},r.prototype.AT_LEAST_ONE_SEP6=function(e){this.atLeastOneSepFirstInternal(6,e)},r.prototype.AT_LEAST_ONE_SEP7=function(e){this.atLeastOneSepFirstInternal(7,e)},r.prototype.AT_LEAST_ONE_SEP8=function(e){this.atLeastOneSepFirstInternal(8,e)},r.prototype.AT_LEAST_ONE_SEP9=function(e){this.atLeastOneSepFirstInternal(9,e)},r.prototype.RULE=function(e,t,i){if(i===void 0&&(i=Vx.DEFAULT_RULE_CONFIG),(0,vJ.contains)(this.definedRulesNames,e)){var n=zwe.defaultGrammarValidatorErrorProvider.buildDuplicateRuleNameError({topLevelRule:e,grammarName:this.className}),s={message:n,type:Vx.ParserDefinitionErrorType.DUPLICATE_RULE_NAME,ruleName:e};this.definitionErrors.push(s)}this.definedRulesNames.push(e);var o=this.defineRule(e,t,i);return this[e]=o,o},r.prototype.OVERRIDE_RULE=function(e,t,i){i===void 0&&(i=Vx.DEFAULT_RULE_CONFIG);var n=[];n=n.concat((0,Vwe.validateRuleIsOverridden)(e,this.definedRulesNames,this.className)),this.definitionErrors=this.definitionErrors.concat(n);var s=this.defineRule(e,t,i);return this[e]=s,s},r.prototype.BACKTRACK=function(e,t){return function(){this.isBackTrackingStack.push(1);var i=this.saveRecogState();try{return e.apply(this,t),!0}catch(n){if((0,Wwe.isRecognitionException)(n))return!1;throw n}finally{this.reloadRecogState(i),this.isBackTrackingStack.pop()}}},r.prototype.getGAstProductions=function(){return this.gastProductionsCache},r.prototype.getSerializedGastProductions=function(){return(0,Xwe.serializeGrammar)((0,vJ.values)(this.gastProductionsCache))},r}();Jy.RecognizerApi=_we});var RJ=y(zy=>{"use strict";Object.defineProperty(zy,"__esModule",{value:!0});zy.RecognizerEngine=void 0;var Dr=Gt(),Hn=Gy(),Wy=If(),PJ=Zd(),wf=_d(),DJ=Un(),Zwe=Jx(),kJ=KA(),rC=pf(),$we=Wx(),eBe=function(){function r(){}return r.prototype.initRecognizerEngine=function(e,t){if(this.className=(0,$we.classNameFromInstance)(this),this.shortRuleNameToFull={},this.fullRuleNameToShort={},this.ruleShortNameIdx=256,this.tokenMatcher=rC.tokenStructuredMatcherNoCategories,this.definedRulesNames=[],this.tokensMap={},this.isBackTrackingStack=[],this.RULE_STACK=[],this.RULE_OCCURRENCE_STACK=[],this.gastProductionsCache={},(0,Dr.has)(t,"serializedGrammar"))throw Error(`The Parser's configuration can no longer contain a property. + See: https://chevrotain.io/docs/changes/BREAKING_CHANGES.html#_6-0-0 + For Further details.`);if((0,Dr.isArray)(e)){if((0,Dr.isEmpty)(e))throw Error(`A Token Vocabulary cannot be empty. + Note that the first argument for the parser constructor + is no longer a Token vector (since v4.0).`);if(typeof e[0].startOffset=="number")throw Error(`The Parser constructor no longer accepts a token vector as the first argument. + See: https://chevrotain.io/docs/changes/BREAKING_CHANGES.html#_4-0-0 + For Further details.`)}if((0,Dr.isArray)(e))this.tokensMap=(0,Dr.reduce)(e,function(o,a){return o[a.name]=a,o},{});else if((0,Dr.has)(e,"modes")&&(0,Dr.every)((0,Dr.flatten)((0,Dr.values)(e.modes)),rC.isTokenType)){var i=(0,Dr.flatten)((0,Dr.values)(e.modes)),n=(0,Dr.uniq)(i);this.tokensMap=(0,Dr.reduce)(n,function(o,a){return o[a.name]=a,o},{})}else if((0,Dr.isObject)(e))this.tokensMap=(0,Dr.cloneObj)(e);else throw new Error(" argument must be An Array of Token constructors, A dictionary of Token constructors or an IMultiModeLexerDefinition");this.tokensMap.EOF=kJ.EOF;var s=(0,Dr.every)((0,Dr.values)(e),function(o){return(0,Dr.isEmpty)(o.categoryMatches)});this.tokenMatcher=s?rC.tokenStructuredMatcherNoCategories:rC.tokenStructuredMatcher,(0,rC.augmentTokenTypes)((0,Dr.values)(this.tokensMap))},r.prototype.defineRule=function(e,t,i){if(this.selfAnalysisDone)throw Error("Grammar rule <"+e+`> may not be defined after the 'performSelfAnalysis' method has been called' +Make sure that all grammar rule definitions are done before 'performSelfAnalysis' is called.`);var n=(0,Dr.has)(i,"resyncEnabled")?i.resyncEnabled:DJ.DEFAULT_RULE_CONFIG.resyncEnabled,s=(0,Dr.has)(i,"recoveryValueFunc")?i.recoveryValueFunc:DJ.DEFAULT_RULE_CONFIG.recoveryValueFunc,o=this.ruleShortNameIdx<t},r.prototype.orInternal=function(e,t){var i=this.getKeyForAutomaticLookahead(Hn.OR_IDX,t),n=(0,Dr.isArray)(e)?e:e.DEF,s=this.getLaFuncFromCache(i),o=s.call(this,n);if(o!==void 0){var a=n[o];return a.ALT.call(this)}this.raiseNoAltException(t,e.ERR_MSG)},r.prototype.ruleFinallyStateUpdate=function(){if(this.RULE_STACK.pop(),this.RULE_OCCURRENCE_STACK.pop(),this.cstFinallyStateUpdate(),this.RULE_STACK.length===0&&this.isAtEndOfInput()===!1){var e=this.LA(1),t=this.errorMessageProvider.buildNotAllInputParsedMessage({firstRedundant:e,ruleName:this.getCurrRuleFullName()});this.SAVE_ERROR(new Wy.NotAllInputParsedException(t,e))}},r.prototype.subruleInternal=function(e,t,i){var n;try{var s=i!==void 0?i.ARGS:void 0;return n=e.call(this,t,s),this.cstPostNonTerminal(n,i!==void 0&&i.LABEL!==void 0?i.LABEL:e.ruleName),n}catch(o){this.subruleInternalError(o,i,e.ruleName)}},r.prototype.subruleInternalError=function(e,t,i){throw(0,Wy.isRecognitionException)(e)&&e.partialCstResult!==void 0&&(this.cstPostNonTerminal(e.partialCstResult,t!==void 0&&t.LABEL!==void 0?t.LABEL:i),delete e.partialCstResult),e},r.prototype.consumeInternal=function(e,t,i){var n;try{var s=this.LA(1);this.tokenMatcher(s,e)===!0?(this.consumeToken(),n=s):this.consumeInternalError(e,s,i)}catch(o){n=this.consumeInternalRecovery(e,t,o)}return this.cstPostTerminal(i!==void 0&&i.LABEL!==void 0?i.LABEL:e.name,n),n},r.prototype.consumeInternalError=function(e,t,i){var n,s=this.LA(0);throw i!==void 0&&i.ERR_MSG?n=i.ERR_MSG:n=this.errorMessageProvider.buildMismatchTokenMessage({expected:e,actual:t,previous:s,ruleName:this.getCurrRuleFullName()}),this.SAVE_ERROR(new Wy.MismatchedTokenException(n,t,s))},r.prototype.consumeInternalRecovery=function(e,t,i){if(this.recoveryEnabled&&i.name==="MismatchedTokenException"&&!this.isBackTracking()){var n=this.getFollowsForInRuleRecovery(e,t);try{return this.tryInRuleRecovery(e,n)}catch(s){throw s.name===Zwe.IN_RULE_RECOVERY_EXCEPTION?i:s}}else throw i},r.prototype.saveRecogState=function(){var e=this.errors,t=(0,Dr.cloneArr)(this.RULE_STACK);return{errors:e,lexerState:this.exportLexerState(),RULE_STACK:t,CST_STACK:this.CST_STACK}},r.prototype.reloadRecogState=function(e){this.errors=e.errors,this.importLexerState(e.lexerState),this.RULE_STACK=e.RULE_STACK},r.prototype.ruleInvocationStateUpdate=function(e,t,i){this.RULE_OCCURRENCE_STACK.push(i),this.RULE_STACK.push(e),this.cstInvocationStateUpdate(t,e)},r.prototype.isBackTracking=function(){return this.isBackTrackingStack.length!==0},r.prototype.getCurrRuleFullName=function(){var e=this.getLastExplicitRuleShortName();return this.shortRuleNameToFull[e]},r.prototype.shortRuleNameToFullName=function(e){return this.shortRuleNameToFull[e]},r.prototype.isAtEndOfInput=function(){return this.tokenMatcher(this.LA(1),kJ.EOF)},r.prototype.reset=function(){this.resetLexerState(),this.isBackTrackingStack=[],this.errors=[],this.RULE_STACK=[],this.CST_STACK=[],this.RULE_OCCURRENCE_STACK=[]},r}();zy.RecognizerEngine=eBe});var NJ=y(Vy=>{"use strict";Object.defineProperty(Vy,"__esModule",{value:!0});Vy.ErrorHandler=void 0;var Xx=If(),_x=Gt(),FJ=Zd(),tBe=Un(),rBe=function(){function r(){}return r.prototype.initErrorHandler=function(e){this._errors=[],this.errorMessageProvider=(0,_x.has)(e,"errorMessageProvider")?e.errorMessageProvider:tBe.DEFAULT_PARSER_CONFIG.errorMessageProvider},r.prototype.SAVE_ERROR=function(e){if((0,Xx.isRecognitionException)(e))return e.context={ruleStack:this.getHumanReadableRuleStack(),ruleOccurrenceStack:(0,_x.cloneArr)(this.RULE_OCCURRENCE_STACK)},this._errors.push(e),e;throw Error("Trying to save an Error which is not a RecognitionException")},Object.defineProperty(r.prototype,"errors",{get:function(){return(0,_x.cloneArr)(this._errors)},set:function(e){this._errors=e},enumerable:!1,configurable:!0}),r.prototype.raiseEarlyExitException=function(e,t,i){for(var n=this.getCurrRuleFullName(),s=this.getGAstProductions()[n],o=(0,FJ.getLookaheadPathsForOptionalProd)(e,s,t,this.maxLookahead),a=o[0],l=[],c=1;c<=this.maxLookahead;c++)l.push(this.LA(c));var u=this.errorMessageProvider.buildEarlyExitMessage({expectedIterationPaths:a,actual:l,previous:this.LA(0),customUserDescription:i,ruleName:n});throw this.SAVE_ERROR(new Xx.EarlyExitException(u,this.LA(1),this.LA(0)))},r.prototype.raiseNoAltException=function(e,t){for(var i=this.getCurrRuleFullName(),n=this.getGAstProductions()[i],s=(0,FJ.getLookaheadPathsForOr)(e,n,this.maxLookahead),o=[],a=1;a<=this.maxLookahead;a++)o.push(this.LA(a));var l=this.LA(0),c=this.errorMessageProvider.buildNoViableAltMessage({expectedPathsPerAlt:s,actual:o,previous:l,customUserDescription:t,ruleName:this.getCurrRuleFullName()});throw this.SAVE_ERROR(new Xx.NoViableAltException(c,this.LA(1),l))},r}();Vy.ErrorHandler=rBe});var OJ=y(Xy=>{"use strict";Object.defineProperty(Xy,"__esModule",{value:!0});Xy.ContentAssist=void 0;var LJ=_d(),TJ=Gt(),iBe=function(){function r(){}return r.prototype.initContentAssist=function(){},r.prototype.computeContentAssist=function(e,t){var i=this.gastProductionsCache[e];if((0,TJ.isUndefined)(i))throw Error("Rule ->"+e+"<- does not exist in this grammar.");return(0,LJ.nextPossibleTokensAfter)([i],t,this.tokenMatcher,this.maxLookahead)},r.prototype.getNextPossibleTokenTypes=function(e){var t=(0,TJ.first)(e.ruleStack),i=this.getGAstProductions(),n=i[t],s=new LJ.NextAfterTokenWalker(n,e).startWalking();return s},r}();Xy.ContentAssist=iBe});var qJ=y($y=>{"use strict";Object.defineProperty($y,"__esModule",{value:!0});$y.GastRecorder=void 0;var In=Gt(),Lo=Cn(),nBe=jd(),HJ=pf(),GJ=KA(),sBe=Un(),oBe=Gy(),Zy={description:"This Object indicates the Parser is during Recording Phase"};Object.freeze(Zy);var MJ=!0,KJ=Math.pow(2,oBe.BITS_FOR_OCCURRENCE_IDX)-1,YJ=(0,GJ.createToken)({name:"RECORDING_PHASE_TOKEN",pattern:nBe.Lexer.NA});(0,HJ.augmentTokenTypes)([YJ]);var jJ=(0,GJ.createTokenInstance)(YJ,`This IToken indicates the Parser is in Recording Phase + See: https://chevrotain.io/docs/guide/internals.html#grammar-recording for details`,-1,-1,-1,-1,-1,-1);Object.freeze(jJ);var aBe={name:`This CSTNode indicates the Parser is in Recording Phase + See: https://chevrotain.io/docs/guide/internals.html#grammar-recording for details`,children:{}},ABe=function(){function r(){}return r.prototype.initGastRecorder=function(e){this.recordingProdStack=[],this.RECORDING_PHASE=!1},r.prototype.enableRecording=function(){var e=this;this.RECORDING_PHASE=!0,this.TRACE_INIT("Enable Recording",function(){for(var t=function(n){var s=n>0?n:"";e["CONSUME"+s]=function(o,a){return this.consumeInternalRecord(o,n,a)},e["SUBRULE"+s]=function(o,a){return this.subruleInternalRecord(o,n,a)},e["OPTION"+s]=function(o){return this.optionInternalRecord(o,n)},e["OR"+s]=function(o){return 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0?"https://unpkg.com/chevrotain@"+$J.VERSION+"/diagrams/diagrams.css":s,a=` + + + + + +`,l=` + +`,c=` + + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions.html b/docs/web/static/python_api/mephisto/abstractions.html new file mode 100644 index 000000000..7be6c2f35 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions.html @@ -0,0 +1,303 @@ + + + + + + + + + mephisto.abstractions API documentation + + + + + + + + + +
+
+

+mephisto.abstractions

+ +

Mephisto Core Abstractions

+ +

This directory contains the interfaces for the four core Mephisto abstractions (as well as subcomponents of those abstractions). Those abstractions are discussed at a high level in the architecture overvierw doc.

+ +

Specific implementations can be made to extend the Mephisto data model to work with new crowd providers, new task types, and new backend server architectures. These four primary abstractions are summarized below, but other sections go more in-depth.

+ +

Architect

+ +

An Architect is an abstraction that allows Mephisto to manage setup and maintenance of task servers for you. When launching a task, Mephisto uses an Architect to build required server files, launch that server, deploy the task files, and then later shut it down when the task is complete. More details are found in the abstractions/architects folder, along with the existing Architects.

+ +

Architects also require a Channel to allow the ClientIOHandler to communicate with the server, and are expected to define their own or select a compatible one from the ones already present.

+ +

Blueprint

+ +

A Blueprint is the essential formula for running a task on Mephisto. It accepts some number of parameters and input data, and that should be sufficient content to be able to display a frontend to the crowdworker, process their responses, and then save them somewhere. It comprises of extensions of the AgentState (data storage), TaskRunner (actual steps to complete the task), and TaskBuilder (resources to display a frontend) classes. More details are provided in the abstractions/blueprints folder, where all the existing Blueprints live.

+ +

CrowdProvider

+ +

A CrowdProvider is a wrapper around any of the required functionality that Mephisto will need to utilize to accept work from workers on a specific service. Ultimately it comprises of an extension of each of Worker, Agent, Unit, and Requester. More details can be found in the abstractions/providers folder, where all of the existing CrowdProviders live.

+ +

MephistoDB

+ +

The MephistoDB is an abstraction around the storage for the Mephisto data model, such that it could be possible to create alternate methods for storing and loading the kind of data that mephisto requires without breaking functionality.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+__all__ = [
+    "architect",
+    "blueprint",
+    "crowd_provider",
+    "database",
+    "architects",
+    "blueprints",
+    "providers",
+    "databases",
+]
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architect.html b/docs/web/static/python_api/mephisto/abstractions/architect.html new file mode 100644 index 000000000..8b16e5de6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architect.html @@ -0,0 +1,897 @@ + + + + + + + + + mephisto.abstractions.architect API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architect

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from typing import Dict, List, Any, ClassVar, Type, TYPE_CHECKING, Callable
+
+if TYPE_CHECKING:
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+@dataclass
+class ArchitectArgs:
+    """Base class for arguments to configure architects"""
+
+    _architect_type: str = MISSING
+    server_type: str = field(
+        default="node", metadata={"Help": "Type of server to run, `node` or `flask`"}
+    )
+    server_source_path: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to a prepared server directory containing everything "
+                "needed to run a server of the given type. Overrides server type. "
+            )
+        },
+    )
+
+
+class Architect(ABC):
+    """
+    Provides methods for setting up a server somewhere and deploying tasks
+    onto that server.
+    """
+
+    ArgsClass: ClassVar[Type[ArchitectArgs]] = ArchitectArgs
+    ARCHITECT_TYPE: str
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Initialize this architect with whatever options are provided given
+        ArgsClass. Parse whatever additional options may be required
+        for the specific task_run.
+
+        Also set up any required database/memory into the MephistoDB so that
+        this data can be stored long-term.
+        """
+        raise NotImplementedError()
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        return
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        raise NotImplementedError()
+
+    def download_file(self, filename: str, save_dir: str) -> None:
+        """
+        Save the file that is noted as stored on the server to
+        the desired save location.
+        """
+        raise NotImplementedError()
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        raise NotImplementedError()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        raise NotImplementedError()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        raise NotImplementedError()
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Surveyor, as stored
+        in the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +
+
+
+ #   + + + class + ArchitectArgs: +
+ +
+ View Source + 
class ArchitectArgs:
+    """Base class for arguments to configure architects"""
+
+    _architect_type: str = MISSING
+    server_type: str = field(
+        default="node", metadata={"Help": "Type of server to run, `node` or `flask`"}
+    )
+    server_source_path: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to a prepared server directory containing everything "
+                "needed to run a server of the given type. Overrides server type. "
+            )
+        },
+    )
+
+ +
+ +

Base class for arguments to configure architects

+
+ + +
+
#   + + + ArchitectArgs( + _architect_type: str = '???', + server_type: str = 'node', + server_source_path: str = '???' +) +
+ + + + +
+
+
#   + + server_type: str = 'node' +
+ + + + +
+
+
#   + + server_source_path: str = '???' +
+ + + + +
+
+
+
+ #   + + + class + Architect(abc.ABC): +
+ +
+ View Source + 
class Architect(ABC):
+    """
+    Provides methods for setting up a server somewhere and deploying tasks
+    onto that server.
+    """
+
+    ArgsClass: ClassVar[Type[ArchitectArgs]] = ArchitectArgs
+    ARCHITECT_TYPE: str
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Initialize this architect with whatever options are provided given
+        ArgsClass. Parse whatever additional options may be required
+        for the specific task_run.
+
+        Also set up any required database/memory into the MephistoDB so that
+        this data can be stored long-term.
+        """
+        raise NotImplementedError()
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        return
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        raise NotImplementedError()
+
+    def download_file(self, filename: str, save_dir: str) -> None:
+        """
+        Save the file that is noted as stored on the server to
+        the desired save location.
+        """
+        raise NotImplementedError()
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        raise NotImplementedError()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        raise NotImplementedError()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        raise NotImplementedError()
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Surveyor, as stored
+        in the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Provides methods for setting up a server somewhere and deploying tasks +onto that server.

+
+ + +
+
#   + + + Architect( + db: mephisto.abstractions.database.MephistoDB, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + task_run: mephisto.data_model.task_run.TaskRun, + build_dir_root: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Initialize this architect with whatever options are provided given
+        ArgsClass. Parse whatever additional options may be required
+        for the specific task_run.
+
+        Also set up any required database/memory into the MephistoDB so that
+        this data can be stored long-term.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Initialize this architect with whatever options are provided given +ArgsClass. Parse whatever additional options may be required +for the specific task_run.

+ +

Also set up any required database/memory into the MephistoDB so that +this data can be stored long-term.

+
+ + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        return
+
+ +
+ +

Assert that the provided arguments are valid. Should +fail if a task launched with these arguments would +not work.

+ +

This should include throwing an exception if the architect +needs login details or something similar given the +arguments passed in.

+
+ + +
+
+
#   + + + def + get_channels( + self, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType] +) -> list[mephisto.abstractions._subcomponents.channel.Channel]: +
+ +
+ View Source + 
    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        raise NotImplementedError()
+
+ +
+ +

Return a list of all relevant channels that the ClientIOHandler +will need to register to in order to function

+
+ + +
+
+
#   + + + def + download_file(self, filename: str, save_dir: str) -> None: +
+ +
+ View Source + 
    def download_file(self, filename: str, save_dir: str) -> None:
+        """
+        Save the file that is noted as stored on the server to
+        the desired save location.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Save the file that is noted as stored on the server to +the desired save location.

+
+ + +
+
+
#   + + + def + prepare(self) -> str: +
+ +
+ View Source + 
    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        raise NotImplementedError()
+
+ +
+ +

Produce the server files that will be deployed to the server

+
+ + +
+
+
#   + + + def + deploy(self) -> str: +
+ +
+ View Source + 
    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        raise NotImplementedError()
+
+ +
+ +

Launch the server, and push the task files to the server. Return +the server URL

+
+ + +
+
+
#   + + + def + cleanup(self) -> None: +
+ +
+ View Source + 
    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Remove any files that were used for the deployment process that +no longer need to be kept track of now that the task has +been launched.

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Surveyor, as stored
+        in the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Shut down the server launched by this Surveyor, as stored +in the db.

+
+ + +
+
+
+
+ #   + + + class + Architect.ArgsClass: +
+ +
+ View Source + 
class ArchitectArgs:
+    """Base class for arguments to configure architects"""
+
+    _architect_type: str = MISSING
+    server_type: str = field(
+        default="node", metadata={"Help": "Type of server to run, `node` or `flask`"}
+    )
+    server_source_path: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to a prepared server directory containing everything "
+                "needed to run a server of the given type. Overrides server type. "
+            )
+        },
+    )
+
+ +
+ +

Base class for arguments to configure architects

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects.html b/docs/web/static/python_api/mephisto/abstractions/architects.html new file mode 100644 index 000000000..5a4ef03fc --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects.html @@ -0,0 +1,337 @@ + + + + + + + + + mephisto.abstractions.architects API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects

+ +

architects

+ +

This folder contains all of the current official Architect implementations.

+ +

Architect's contain the logic surrounding deploying a server that workers will be able to access. In many cases Mephisto is being run on compute clusters that aren't directly addressable, or in different configurations between collaborators. Mephisto should be able to run a task from start to finish regardless of the server configuration a user would like to use, and Architect's provide this capability.

+ +

Architect

+ +

The Architect class is responsible for providing Mephisto with lifecycle functions for preparing, deploying, and shutting down a given server. It's also responsible with providing access to the user via a Channel, which defines an interface of callbacks for incoming messages and a function for outgoing messages. It should define the following things in order to operate properly:

+ +
    +
  • ArgsClass: A dataclass that implements ArchitectArgs, specifying all of the configuration arguments that the Architect uses in order to properly initialize.
    • +
  • get_channels: A method that will return a list of initialized Channel's that the ClientIOHandler will need to communicate with to manage running a task. Returns a list to handle cases where an Architect is communicating with multiple servers in a distributed setup.
    • +
  • prepare: Prepare any files that will be used in the deploy process. Should return the location of the prepared server files.
    • +
  • deploy: Launch the server (if necessary) and deploy the prepared task files such that the server will be able to serve them. Return the server URL for this task, such that Mephisto can point workers to it.
    • +
  • cleanup: Clean up any files that were used in the deploy process that aren't necessarily useful for later
    • +
  • shutdown: Shut down the server (if necessary) or otherwise take the specific task url expected to point to this Mephisto task run offline.
    • +
  • download_file: Save the file that is stored on the server with a given filename to the local save directory provided. Only required by Architect's that aren't able to pass a file through the Channel directly.
    • +
+ +

Lifecycle

+ +

During initialization, Mephisto calls assert_task_args and expects the ArchitectClass to be able to pass through any arguments specified by the ArgsClass, raising an exception if there are any configuration problems. After this point, Mephisto will initialize the Architect with the validated config.

+ +

Initially Mephisto will call prepare to give the Architect a chance to collect any relevant files required to run the server. It will give the Blueprint a chance to add additional files to this folder before the deploy.

+ +

Next, Mephisto will call deploy and then get_channels. This should ensure that there is an external server, and that Mephisto has a way to communicate with it through a Channel. Only after this is met, it will publish tasks to the crowd provider.

+ +

Once the task is done, or if it is cancelled or an error occurs, Mephisto will call shutdown, which is the signal for the Architect to clean up both local resources and remote resources related to this task.

+ +

Implementations

+ +

LocalArchitect

+ +

The LocalArchitect implementation works by running a node server on the local machine at the given port in a background process. It communicates over websockets with the WebsocketChannel, and requires that there's a directory where node is actively running in. The particular node server is the baseline router implementation available in the router/node folder.

+ +

HerokuArchitect

+ +

The HerokuArchitect implementation works by getting access to the heroku cli, preparing a directory of what to deploy on that server, and then pushing it along. It communicates over the WebsocketChannel. This also relies on the node server implementation available in the router/node folder.

+ +

You can specify Heroku configuration variables in hydra using your config file:

+ +
#@package _global_
+mephisto:
+  architect:
+    heroku_config_args:
+      ONE_ARGUMENT: something
+      ANOTHER_ARGUMENT: something else
+
+ +

MockArchitect

+ +

The MockArchitect is an Architect used primarily for testing. To test Mephisto lifecycle, you can choose should_run_server=False, which just leads to the lifecycle functions marking if they've been called. Setting should_run_server=True can be used to automatically test certain flows, as it launches a Tornado server for which every packet and action sent through it can be scripted.

+ +

Discussions

+ +

Currently the abstraction around prepare and deploy should be a little more rigid, defining the kinds of files that tasks should be able to deploy, where to expect to find them, etc. At the moment, this API is somewhat unclear, and while this is okay with the current set of Architect's, future ones may not be as clear on this capability.

+ +

It's unclear if cleanup should be called immediately when the server is deployed (freeing space) or only after a task has been fully reviewed and archived following the review flow. It's possible that the deciding factor should be based on if the Blueprint is even registered to use the review flow at all.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/channels.html b/docs/web/static/python_api/mephisto/abstractions/architects/channels.html new file mode 100644 index 000000000..10130c7c6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/channels.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.abstractions.architects.channels API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.channels

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/channels/websocket_channel.html b/docs/web/static/python_api/mephisto/abstractions/architects/channels/websocket_channel.html new file mode 100644 index 000000000..870ffb6d0 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/channels/websocket_channel.html @@ -0,0 +1,1016 @@ + + + + + + + + + mephisto.abstractions.architects.channels.websocket_channel API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.channels.websocket_channel

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import Callable, Optional, TYPE_CHECKING
+from mephisto.data_model.packet import Packet
+from mephisto.operations.datatypes import LoopWrapper
+from mephisto.abstractions._subcomponents.channel import Channel, STATUS_CHECK_TIME
+
+import errno
+import websockets
+import threading
+import json
+import time
+import asyncio
+
+if TYPE_CHECKING:
+    from websockets.client import WebSocketClientProtocol
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+class WebsocketChannel(Channel):
+    """
+    Channel for communicating with a server via websockets.
+    """
+
+    def __init__(
+        self,
+        channel_id: str,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, Packet], None],
+        socket_url: str,
+    ):
+        """
+        Create a channel by the given name, and initialize any resources that
+        will later be required during the `open` call.
+
+        Requires a socket_url to connect with.
+        """
+        super().__init__(
+            channel_id=channel_id,
+            on_channel_open=on_channel_open,
+            on_catastrophic_disconnect=on_catastrophic_disconnect,
+            on_message=on_message,
+        )
+        self.socket_url = socket_url
+        self.socket: Optional["WebSocketClientProtocol"] = None
+        self.thread: Optional[threading.Thread] = None
+        self._is_alive = False
+        self._is_closed = False
+        self._socket_task: Optional[asyncio.Task] = None
+
+    def is_closed(self):
+        """
+        Return whether or not this connection has been explicitly closed
+        by the ClientIOHandler or another source.
+        """
+        return self._is_closed
+
+    def close(self):
+        """
+        Close this channel, and ensure that all threads and surrounding
+        resources are cleaned up
+        """
+        self._is_closed = True
+
+        target_loop = self.loop_wrap.loop
+        target_loop.call_soon_threadsafe(target_loop.stop)
+
+        self._is_alive = False
+        if self.thread is not None:
+            self.thread.join()
+
+    def is_alive(self):
+        """Return if this channel is actively able to send/recieve messages."""
+        return self._is_alive
+
+    def open(self):
+        """Set up a socket handling thread."""
+
+        def on_socket_open():
+            self._is_alive = True
+            self.on_channel_open(self.channel_id)
+            logger.info(f"channel open")
+
+        async def on_error(error):
+            if self._is_closed:
+                return  # Don't do anything if we're already closed
+            if hasattr(error, "errno"):
+                if error.errno == errno.ECONNREFUSED:
+                    # TODO(CLEAN) replace with channel exception
+                    raise Exception(
+                        f"Socket {self.socket_url} refused connection, cancelling"
+                    )
+            else:
+                logger.error(f"Socket logged error: {error}")
+
+                import traceback
+
+                traceback.print_exc()
+                try:
+                    # Close the socket to attempt to reconnect
+                    await self.socket.close()
+                except Exception:
+                    # TODO(CLEAN) only catch socket closed connection
+                    # Already closed
+                    pass
+
+        def on_message(msg_json):
+            """Incoming message handler defers to the internal handler"""
+            try:
+                packet_dict = json.loads(msg_json)
+                packet = Packet.from_dict(packet_dict)
+                self.on_message(self.channel_id, packet)
+            except Exception as e:
+                # TODO(CLEAN) properly handle only failed from_dict calls
+                logger.exception(repr(e), exc_info=True)
+                raise
+
+        async def run_socket():
+            loop = asyncio.get_running_loop()
+
+            # Outer loop allows reconnects
+            while not self._is_closed:
+                try:
+                    async with websockets.connect(
+                        self.socket_url, open_timeout=30
+                    ) as websocket:
+                        # Inner loop recieves messages until closed
+                        self.socket = websocket
+                        on_socket_open()
+                        try:
+                            while not self._is_closed:
+                                message = await websocket.recv()
+                                on_message(message)
+                        except websockets.exceptions.ConnectionClosedOK:
+                            pass
+                        except websockets.exceptions.ConnectionClosedError as e:
+                            if isinstance(e.__cause__, asyncio.CancelledError):
+                                pass
+                            else:
+                                await on_error(e)
+                        except Exception as e:
+                            logger.exception(
+                                f"Socket error {repr(e)}, attempting restart",
+                                exc_info=True,
+                            )
+                        await asyncio.sleep(0.2)
+                except asyncio.TimeoutError:
+                    # Issue with opening this channel, should shut down to prevent inaccessible tasks
+                    self.on_catastrophic_disconnect(self.channel_id)
+                    return
+                except OSError as e:
+                    logger.info(
+                        f"Unhandled OSError exception in socket {e}, attempting restart"
+                    )
+                    await asyncio.sleep(0.2)
+                except Exception as e:
+                    logger.exception(f"Unhandled exception in socket {e}, {repr(e)}")
+                    if self._is_closed:
+                        return  # Don't do anything if we're already closed
+                    raise e
+
+        def async_socket_wrap():
+            event_loop = asyncio.new_event_loop()
+            self.loop_wrap = LoopWrapper(event_loop)
+            asyncio.set_event_loop(event_loop)
+            self._socket_task = event_loop.create_task(
+                run_socket(),
+            )
+            event_loop.run_forever()
+
+            async def close_websocket():
+                if self.socket is not None:
+                    await self.socket.close()
+                if self._socket_task is not None:
+                    await self._socket_task
+
+            event_loop.run_until_complete(close_websocket())
+
+        # Start listening thread
+        self.thread = threading.Thread(
+            target=async_socket_wrap, name=f"socket-thread-{self.socket_url}"
+        )
+        self.thread.start()
+
+    async def _async_send_all(self):
+        """
+        Underlying send wrapper that calls on the current websocket to send
+        """
+        if self.outgoing_queue.empty():
+            return
+        # TODO(#651) pop all messages and batch, rather than just one
+        packet = self.outgoing_queue.get()
+        send_str = json.dumps(packet.to_sendable_dict())
+        try:
+            await self.socket.send(send_str)
+        except websockets.exceptions.ConnectionClosedOK:
+            pass
+        except websockets.exceptions.ConnectionClosedError as e:
+            if not isinstance(e.__cause__, asyncio.CancelledError):
+                logger.exception(f"Caught error in _async_send {e}")
+
+    def enqueue_send(self, packet: "Packet") -> bool:
+        """
+        Send the packet given to the intended recipient.
+        Return True on success and False on failure.
+        """
+        if self.socket is None:
+            return False
+        if self.socket.closed:
+            return False
+
+        self.outgoing_queue.put(packet)
+
+        loop_wrap = self.loop_wrap
+        if loop_wrap is None:
+            return False
+
+        loop_wrap.execute_coro(self._async_send_all())
+        return True
+
+ +
+ +
+
+
+ #   + + + class + WebsocketChannel(mephisto.abstractions._subcomponents.channel.Channel): +
+ +
+ View Source + 
class WebsocketChannel(Channel):
+    """
+    Channel for communicating with a server via websockets.
+    """
+
+    def __init__(
+        self,
+        channel_id: str,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, Packet], None],
+        socket_url: str,
+    ):
+        """
+        Create a channel by the given name, and initialize any resources that
+        will later be required during the `open` call.
+
+        Requires a socket_url to connect with.
+        """
+        super().__init__(
+            channel_id=channel_id,
+            on_channel_open=on_channel_open,
+            on_catastrophic_disconnect=on_catastrophic_disconnect,
+            on_message=on_message,
+        )
+        self.socket_url = socket_url
+        self.socket: Optional["WebSocketClientProtocol"] = None
+        self.thread: Optional[threading.Thread] = None
+        self._is_alive = False
+        self._is_closed = False
+        self._socket_task: Optional[asyncio.Task] = None
+
+    def is_closed(self):
+        """
+        Return whether or not this connection has been explicitly closed
+        by the ClientIOHandler or another source.
+        """
+        return self._is_closed
+
+    def close(self):
+        """
+        Close this channel, and ensure that all threads and surrounding
+        resources are cleaned up
+        """
+        self._is_closed = True
+
+        target_loop = self.loop_wrap.loop
+        target_loop.call_soon_threadsafe(target_loop.stop)
+
+        self._is_alive = False
+        if self.thread is not None:
+            self.thread.join()
+
+    def is_alive(self):
+        """Return if this channel is actively able to send/recieve messages."""
+        return self._is_alive
+
+    def open(self):
+        """Set up a socket handling thread."""
+
+        def on_socket_open():
+            self._is_alive = True
+            self.on_channel_open(self.channel_id)
+            logger.info(f"channel open")
+
+        async def on_error(error):
+            if self._is_closed:
+                return  # Don't do anything if we're already closed
+            if hasattr(error, "errno"):
+                if error.errno == errno.ECONNREFUSED:
+                    # TODO(CLEAN) replace with channel exception
+                    raise Exception(
+                        f"Socket {self.socket_url} refused connection, cancelling"
+                    )
+            else:
+                logger.error(f"Socket logged error: {error}")
+
+                import traceback
+
+                traceback.print_exc()
+                try:
+                    # Close the socket to attempt to reconnect
+                    await self.socket.close()
+                except Exception:
+                    # TODO(CLEAN) only catch socket closed connection
+                    # Already closed
+                    pass
+
+        def on_message(msg_json):
+            """Incoming message handler defers to the internal handler"""
+            try:
+                packet_dict = json.loads(msg_json)
+                packet = Packet.from_dict(packet_dict)
+                self.on_message(self.channel_id, packet)
+            except Exception as e:
+                # TODO(CLEAN) properly handle only failed from_dict calls
+                logger.exception(repr(e), exc_info=True)
+                raise
+
+        async def run_socket():
+            loop = asyncio.get_running_loop()
+
+            # Outer loop allows reconnects
+            while not self._is_closed:
+                try:
+                    async with websockets.connect(
+                        self.socket_url, open_timeout=30
+                    ) as websocket:
+                        # Inner loop recieves messages until closed
+                        self.socket = websocket
+                        on_socket_open()
+                        try:
+                            while not self._is_closed:
+                                message = await websocket.recv()
+                                on_message(message)
+                        except websockets.exceptions.ConnectionClosedOK:
+                            pass
+                        except websockets.exceptions.ConnectionClosedError as e:
+                            if isinstance(e.__cause__, asyncio.CancelledError):
+                                pass
+                            else:
+                                await on_error(e)
+                        except Exception as e:
+                            logger.exception(
+                                f"Socket error {repr(e)}, attempting restart",
+                                exc_info=True,
+                            )
+                        await asyncio.sleep(0.2)
+                except asyncio.TimeoutError:
+                    # Issue with opening this channel, should shut down to prevent inaccessible tasks
+                    self.on_catastrophic_disconnect(self.channel_id)
+                    return
+                except OSError as e:
+                    logger.info(
+                        f"Unhandled OSError exception in socket {e}, attempting restart"
+                    )
+                    await asyncio.sleep(0.2)
+                except Exception as e:
+                    logger.exception(f"Unhandled exception in socket {e}, {repr(e)}")
+                    if self._is_closed:
+                        return  # Don't do anything if we're already closed
+                    raise e
+
+        def async_socket_wrap():
+            event_loop = asyncio.new_event_loop()
+            self.loop_wrap = LoopWrapper(event_loop)
+            asyncio.set_event_loop(event_loop)
+            self._socket_task = event_loop.create_task(
+                run_socket(),
+            )
+            event_loop.run_forever()
+
+            async def close_websocket():
+                if self.socket is not None:
+                    await self.socket.close()
+                if self._socket_task is not None:
+                    await self._socket_task
+
+            event_loop.run_until_complete(close_websocket())
+
+        # Start listening thread
+        self.thread = threading.Thread(
+            target=async_socket_wrap, name=f"socket-thread-{self.socket_url}"
+        )
+        self.thread.start()
+
+    async def _async_send_all(self):
+        """
+        Underlying send wrapper that calls on the current websocket to send
+        """
+        if self.outgoing_queue.empty():
+            return
+        # TODO(#651) pop all messages and batch, rather than just one
+        packet = self.outgoing_queue.get()
+        send_str = json.dumps(packet.to_sendable_dict())
+        try:
+            await self.socket.send(send_str)
+        except websockets.exceptions.ConnectionClosedOK:
+            pass
+        except websockets.exceptions.ConnectionClosedError as e:
+            if not isinstance(e.__cause__, asyncio.CancelledError):
+                logger.exception(f"Caught error in _async_send {e}")
+
+    def enqueue_send(self, packet: "Packet") -> bool:
+        """
+        Send the packet given to the intended recipient.
+        Return True on success and False on failure.
+        """
+        if self.socket is None:
+            return False
+        if self.socket.closed:
+            return False
+
+        self.outgoing_queue.put(packet)
+
+        loop_wrap = self.loop_wrap
+        if loop_wrap is None:
+            return False
+
+        loop_wrap.execute_coro(self._async_send_all())
+        return True
+
+ +
+ +

Channel for communicating with a server via websockets.

+
+ + +
+
#   + + + WebsocketChannel( + channel_id: str, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: Callable[[str, mephisto.data_model.packet.Packet], NoneType], + socket_url: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        channel_id: str,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, Packet], None],
+        socket_url: str,
+    ):
+        """
+        Create a channel by the given name, and initialize any resources that
+        will later be required during the `open` call.
+
+        Requires a socket_url to connect with.
+        """
+        super().__init__(
+            channel_id=channel_id,
+            on_channel_open=on_channel_open,
+            on_catastrophic_disconnect=on_catastrophic_disconnect,
+            on_message=on_message,
+        )
+        self.socket_url = socket_url
+        self.socket: Optional["WebSocketClientProtocol"] = None
+        self.thread: Optional[threading.Thread] = None
+        self._is_alive = False
+        self._is_closed = False
+        self._socket_task: Optional[asyncio.Task] = None
+
+ +
+ +

Create a channel by the given name, and initialize any resources that +will later be required during the open call.

+ +

Requires a socket_url to connect with.

+
+ + +
+
+
#   + + + def + is_closed(self): +
+ +
+ View Source + 
    def is_closed(self):
+        """
+        Return whether or not this connection has been explicitly closed
+        by the ClientIOHandler or another source.
+        """
+        return self._is_closed
+
+ +
+ +

Return whether or not this connection has been explicitly closed +by the ClientIOHandler or another source.

+
+ + +
+
+
#   + + + def + close(self): +
+ +
+ View Source + 
    def close(self):
+        """
+        Close this channel, and ensure that all threads and surrounding
+        resources are cleaned up
+        """
+        self._is_closed = True
+
+        target_loop = self.loop_wrap.loop
+        target_loop.call_soon_threadsafe(target_loop.stop)
+
+        self._is_alive = False
+        if self.thread is not None:
+            self.thread.join()
+
+ +
+ +

Close this channel, and ensure that all threads and surrounding +resources are cleaned up

+
+ + +
+
+
#   + + + def + is_alive(self): +
+ +
+ View Source + 
    def is_alive(self):
+        """Return if this channel is actively able to send/recieve messages."""
+        return self._is_alive
+
+ +
+ +

Return if this channel is actively able to send/recieve messages.

+
+ + +
+
+
#   + + + def + open(self): +
+ +
+ View Source + 
    def open(self):
+        """Set up a socket handling thread."""
+
+        def on_socket_open():
+            self._is_alive = True
+            self.on_channel_open(self.channel_id)
+            logger.info(f"channel open")
+
+        async def on_error(error):
+            if self._is_closed:
+                return  # Don't do anything if we're already closed
+            if hasattr(error, "errno"):
+                if error.errno == errno.ECONNREFUSED:
+                    # TODO(CLEAN) replace with channel exception
+                    raise Exception(
+                        f"Socket {self.socket_url} refused connection, cancelling"
+                    )
+            else:
+                logger.error(f"Socket logged error: {error}")
+
+                import traceback
+
+                traceback.print_exc()
+                try:
+                    # Close the socket to attempt to reconnect
+                    await self.socket.close()
+                except Exception:
+                    # TODO(CLEAN) only catch socket closed connection
+                    # Already closed
+                    pass
+
+        def on_message(msg_json):
+            """Incoming message handler defers to the internal handler"""
+            try:
+                packet_dict = json.loads(msg_json)
+                packet = Packet.from_dict(packet_dict)
+                self.on_message(self.channel_id, packet)
+            except Exception as e:
+                # TODO(CLEAN) properly handle only failed from_dict calls
+                logger.exception(repr(e), exc_info=True)
+                raise
+
+        async def run_socket():
+            loop = asyncio.get_running_loop()
+
+            # Outer loop allows reconnects
+            while not self._is_closed:
+                try:
+                    async with websockets.connect(
+                        self.socket_url, open_timeout=30
+                    ) as websocket:
+                        # Inner loop recieves messages until closed
+                        self.socket = websocket
+                        on_socket_open()
+                        try:
+                            while not self._is_closed:
+                                message = await websocket.recv()
+                                on_message(message)
+                        except websockets.exceptions.ConnectionClosedOK:
+                            pass
+                        except websockets.exceptions.ConnectionClosedError as e:
+                            if isinstance(e.__cause__, asyncio.CancelledError):
+                                pass
+                            else:
+                                await on_error(e)
+                        except Exception as e:
+                            logger.exception(
+                                f"Socket error {repr(e)}, attempting restart",
+                                exc_info=True,
+                            )
+                        await asyncio.sleep(0.2)
+                except asyncio.TimeoutError:
+                    # Issue with opening this channel, should shut down to prevent inaccessible tasks
+                    self.on_catastrophic_disconnect(self.channel_id)
+                    return
+                except OSError as e:
+                    logger.info(
+                        f"Unhandled OSError exception in socket {e}, attempting restart"
+                    )
+                    await asyncio.sleep(0.2)
+                except Exception as e:
+                    logger.exception(f"Unhandled exception in socket {e}, {repr(e)}")
+                    if self._is_closed:
+                        return  # Don't do anything if we're already closed
+                    raise e
+
+        def async_socket_wrap():
+            event_loop = asyncio.new_event_loop()
+            self.loop_wrap = LoopWrapper(event_loop)
+            asyncio.set_event_loop(event_loop)
+            self._socket_task = event_loop.create_task(
+                run_socket(),
+            )
+            event_loop.run_forever()
+
+            async def close_websocket():
+                if self.socket is not None:
+                    await self.socket.close()
+                if self._socket_task is not None:
+                    await self._socket_task
+
+            event_loop.run_until_complete(close_websocket())
+
+        # Start listening thread
+        self.thread = threading.Thread(
+            target=async_socket_wrap, name=f"socket-thread-{self.socket_url}"
+        )
+        self.thread.start()
+
+ +
+ +

Set up a socket handling thread.

+
+ + +
+
+
#   + + + def + enqueue_send(self, packet: mephisto.data_model.packet.Packet) -> bool: +
+ +
+ View Source + 
    def enqueue_send(self, packet: "Packet") -> bool:
+        """
+        Send the packet given to the intended recipient.
+        Return True on success and False on failure.
+        """
+        if self.socket is None:
+            return False
+        if self.socket.closed:
+            return False
+
+        self.outgoing_queue.put(packet)
+
+        loop_wrap = self.loop_wrap
+        if loop_wrap is None:
+            return False
+
+        loop_wrap.execute_coro(self._async_send_all())
+        return True
+
+ +
+ +

Send the packet given to the intended recipient. +Return True on success and False on failure.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2.html new file mode 100644 index 000000000..06a174acf --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2.html @@ -0,0 +1,254 @@ + + + + + + + + + mephisto.abstractions.architects.ec2 API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_resources.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_resources.html new file mode 100644 index 000000000..0027af550 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_resources.html @@ -0,0 +1,300 @@ + + + + + + + + + mephisto.abstractions.architects.ec2.cleanup_ec2_resources API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2.cleanup_ec2_resources

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import mephisto.abstractions.architects.ec2.ec2_helpers as ec2_helpers
+import boto3  # type: ignore
+import os
+import json
+
+from typing import Dict, Any
+
+
+# TODO(CLEAN) Hydrize
+def main():
+    confirm = input(
+        "This is going to completely delete all resources for your EC2 architect, including the VPC, routes, and fallback server. Are you sure you want to do this?[yes/no]\n>> "
+    )
+    if confirm != "yes":
+        return
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+    ec2_helpers.cleanup_fallback_server(iam_role_name)
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    confirm = input(
+        "This is going to completely delete all resources for your EC2 architect, including the VPC, routes, and fallback server. Are you sure you want to do this?[yes/no]\n>> "
+    )
+    if confirm != "yes":
+        return
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+    ec2_helpers.cleanup_fallback_server(iam_role_name)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_server_by_name.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_server_by_name.html new file mode 100644 index 000000000..b304212af --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/cleanup_ec2_server_by_name.html @@ -0,0 +1,337 @@ + + + + + + + + + mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import mephisto.abstractions.architects.ec2.ec2_helpers as ec2_helpers
+import boto3  # type: ignore
+import os
+
+from mephisto.abstractions.architects.ec2.ec2_helpers import (
+    DEFAULT_FALLBACK_FILE,
+    DEFAULT_SERVER_DETAIL_LOCATION,
+)
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+# TODO Hydrize
+def main():
+    all_server_names = [
+        os.path.splitext(s)[0]
+        for s in os.listdir(DEFAULT_SERVER_DETAIL_LOCATION)
+        if s not in ["README.md", os.path.basename(DEFAULT_FALLBACK_FILE)]
+    ]
+
+    if len(all_server_names) == 0:
+        logger.warning("No server to clean up!")
+        return
+
+    server_name = input(
+        f"Please enter server name you want to clean up (existing servers: {all_server_names})\n>> "
+    )
+    assert (
+        os.path.join(DEFAULT_SERVER_DETAIL_LOCATION, f"{server_name}.json")
+        != DEFAULT_FALLBACK_FILE
+    ), "This is going to completely delete the fallback server for your EC2 architect."
+    assert server_name in all_server_names, f"{server_name} does not exist"
+
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+
+    session = boto3.Session(profile_name=iam_role_name, region_name="us-east-2")
+    ec2_helpers.remove_instance_and_cleanup(session, server_name)
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    all_server_names = [
+        os.path.splitext(s)[0]
+        for s in os.listdir(DEFAULT_SERVER_DETAIL_LOCATION)
+        if s not in ["README.md", os.path.basename(DEFAULT_FALLBACK_FILE)]
+    ]
+
+    if len(all_server_names) == 0:
+        logger.warning("No server to clean up!")
+        return
+
+    server_name = input(
+        f"Please enter server name you want to clean up (existing servers: {all_server_names})\n>> "
+    )
+    assert (
+        os.path.join(DEFAULT_SERVER_DETAIL_LOCATION, f"{server_name}.json")
+        != DEFAULT_FALLBACK_FILE
+    ), "This is going to completely delete the fallback server for your EC2 architect."
+    assert server_name in all_server_names, f"{server_name} does not exist"
+
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+
+    session = boto3.Session(profile_name=iam_role_name, region_name="us-east-2")
+    ec2_helpers.remove_instance_and_cleanup(session, server_name)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_architect.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_architect.html new file mode 100644 index 000000000..3bc1cb728 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_architect.html @@ -0,0 +1,1551 @@ + + + + + + + + + mephisto.abstractions.architects.ec2.ec2_architect API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2.ec2_architect

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import os
+import sh  # type: ignore
+import shutil
+import time
+import requests
+import re
+import json
+import boto3  # type: ignore
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig  # type: ignore
+from mephisto.abstractions.architect import Architect, ArchitectArgs
+from mephisto.abstractions.architects.router.build_router import build_router
+from mephisto.abstractions.architects.channels.websocket_channel import WebsocketChannel
+from mephisto.operations.registry import register_mephisto_abstraction
+from typing import List, Dict, Optional, TYPE_CHECKING, Callable
+
+import mephisto.abstractions.architects.ec2.ec2_helpers as ec2_helpers
+from mephisto.abstractions.architects.ec2.ec2_helpers import (
+    DEFAULT_FALLBACK_FILE,
+    DEFAULT_SERVER_DETAIL_LOCATION,
+    SCRIPTS_DIRECTORY,
+)
+
+if TYPE_CHECKING:
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.abstractions.blueprint import SharedTaskState
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+ARCHITECT_TYPE = "ec2"
+FINAL_SERVER_BUILD_DIRECTORY = "routing_server"
+DEPLOY_WAIT_TIME = 3
+
+
+def url_safe_string(in_string: str) -> str:
+    """
+    Produces a domain string that is safe for use
+    in ec2 resources
+    """
+    hyphenated = in_string.replace("_", "-")
+    return re.sub("[^0-9a-zA-Z-]+", "", hyphenated)
+
+
+@dataclass
+class EC2ArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    instance_type: str = field(
+        default="t2.micro", metadata={"help": "Instance type to run router"}
+    )
+    subdomain: str = field(
+        default="${mephisto.task.task_name}",
+        metadata={"help": "Subdomain name for routing"},
+    )
+    profile_name: str = field(
+        default=MISSING, metadata={"help": "Profile name for deploying an ec2 instance"}
+    )
+
+
+@register_mephisto_abstraction()
+class EC2Architect(Architect):
+    """
+    Sets up a server on heroku and deploys the task on that server
+    """
+
+    ArgsClass = EC2ArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Create an architect with all required parameters for launch loaded
+        """
+        self.args = args
+        self.task_run = task_run
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            self.fallback_details = json.load(fallback_detail_file)
+
+        self.subdomain = url_safe_string(args.architect.subdomain)
+        self.root_domain = self.fallback_details["domain"]
+        self.router_name = f"{self.subdomain}-routing-server"
+        self.full_domain = f"{self.subdomain}.{self.root_domain}"
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.instance_type = args.architect.instance_type
+        self.profile_name = args.architect.profile_name
+        self.server_type: str = args.architect.server_type
+        self.build_dir = build_dir_root
+        self.server_detail_path = self._get_detail_path(self.subdomain)
+
+        self.session = boto3.Session(
+            profile_name=self.profile_name, region_name="us-east-2"
+        )
+
+        self.server_dir: Optional[str] = None
+        self.server_id: Optional[str] = None
+        self.target_group_arn: Optional[str] = None
+        self.router_rule_arn: Optional[str] = None
+        self.created = False
+
+    @classmethod
+    def _get_detail_path(cls, subdomain):
+        """Return the location where a detail file will be stored for the given domain"""
+        return os.path.join(DEFAULT_SERVER_DETAIL_LOCATION, f"{subdomain}.json")
+
+    def _get_socket_urls(self) -> List[str]:
+        """Returns the path to the heroku app socket"""
+        return [f"wss://{self.full_domain}/"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"ec2_channel_{self.subdomain}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Download the file from local storage
+        """
+        target_url = f"https://{self.full_domain}/download_file/{target_filename}"
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+    @classmethod
+    def check_domain_unused_locally(self, subdomain: str):
+        """
+        Checks to see if we have an active local record for the given subdomain
+        """
+        return not os.path.exists(self._get_detail_path(subdomain))
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the given profile is already ready, that a fallback exists
+        and that all the configuration is ready
+        """
+        profile_name = args.architect.profile_name
+        assert ec2_helpers.check_aws_credentials(
+            profile_name
+        ), "Given profile doesn't have registered credentials"
+        #   Producing a domain string that is safe for use
+        #   in ec2 resources
+        subdomain = url_safe_string(args.architect.subdomain)
+
+        assert cls.check_domain_unused_locally(
+            subdomain=subdomain
+        ), "Given subdomain does exist"
+
+        # VALID_INSTANCES = []
+        # assert args.architect.instance_type in VALID_INSTANCES
+
+        assert os.path.exists(
+            DEFAULT_FALLBACK_FILE
+        ), "Must have fallback launched to use EC2 architect"
+
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            fallback_details = json.load(fallback_detail_file)
+
+        REQUIRED_KEYS = [
+            "key_pair_name",
+            "security_group_id",
+            "vpc_details",
+            "listener_arn",
+        ]
+        for key in REQUIRED_KEYS:
+            assert key in fallback_details, f"Fallback file missing required key {key}"
+
+        session = boto3.Session(profile_name=profile_name, region_name="us-east-2")
+        assert ec2_helpers.rule_is_new(
+            session, subdomain, fallback_details["listener_arn"]
+        ), "Rule was not new, existing subdomain found registered to the listener. Check on AWS."
+
+    def __get_build_directory(self) -> str:
+        """
+        Return the string where the server should be built in.
+        """
+        return os.path.join(
+            self.build_dir,
+            FINAL_SERVER_BUILD_DIRECTORY,
+        )
+
+    def __compile_server(self) -> str:
+        """
+        Move the required task files to a specific directory to be deployed to
+        ec2 directly. Return the location that the packaged files are
+        now prepared in.
+        """
+        print("Building server files...")
+        server_build_root = self.__get_build_directory()
+        os.makedirs(server_build_root)
+        self.server_dir = server_dir = build_router(
+            server_build_root,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        setup_path = os.path.join(SCRIPTS_DIRECTORY, self.server_type)
+        setup_dest = os.path.join(server_build_root, "setup")
+        shutil.copytree(setup_path, setup_dest)
+        possible_node_modules = os.path.join(
+            server_build_root, "router", "node_modules"
+        )
+        if os.path.exists(possible_node_modules):
+            shutil.rmtree(possible_node_modules)
+        return server_dir
+
+    def __setup_ec2_server(self) -> str:
+        """
+        Deploy the server using the setup server directory, return the URL
+        """
+        server_dir = os.path.abspath(self.__get_build_directory())
+
+        print("EC2: Starting instance...")
+
+        # Launch server
+        server_id = ec2_helpers.create_instance(
+            self.session,
+            self.fallback_details["key_pair_name"],
+            self.fallback_details["security_group_id"],
+            self.fallback_details["vpc_details"]["subnet_1_id"],
+            self.router_name,
+            instance_type=self.instance_type,
+        )
+        self.server_id = server_id
+
+        self.created = True
+
+        print("EC2: Configuring routing table...")
+        # Configure router
+        (
+            self.target_group_arn,
+            self.router_rule_arn,
+        ) = ec2_helpers.register_instance_to_listener(
+            self.session,
+            server_id,
+            self.fallback_details["vpc_details"]["vpc_id"],
+            self.fallback_details["listener_arn"],
+            self.full_domain,
+        )
+
+        # Write out details
+        server_details = {
+            "balancer_rule_arn": self.router_rule_arn,
+            "instance_id": self.server_id,
+            "subdomain": self.subdomain,
+            "target_group_arn": self.target_group_arn,
+        }
+
+        with open(self.server_detail_path, "w+") as detail_file:
+            json.dump(server_details, detail_file)
+
+        print("EC2: Deploying server...")
+        # Push server files and execute launch
+        ec2_helpers.deploy_to_routing_server(
+            self.session,
+            server_id,
+            self.fallback_details["key_pair_name"],
+            server_dir,
+        )
+
+        return f"https://{self.full_domain}"
+
+    def __delete_ec2_server(self):
+        """
+        Remove the heroku server associated with this task run
+        """
+        server_id = self.server_id
+        assert server_id is not None, "Cannot shutdown a non-existent server"
+        print(f"Ec2: Deleting server: {self.server_id}")
+        if self.router_rule_arn is not None:
+            ec2_helpers.delete_rule(
+                self.session,
+                self.router_rule_arn,
+                self.target_group_arn,
+            )
+
+        ec2_helpers.delete_instance(
+            self.session,
+            server_id,
+        )
+        os.unlink(self.server_detail_path)
+
+    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        return os.path.exists(self.server_detail_path)
+
+    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_ec2_server()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        shutil.rmtree(server_dir)
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_ec2_server()
+
+ +
+ +
+
+
#   + + + def + url_safe_string(in_string: str) -> str: +
+ +
+ View Source + 
def url_safe_string(in_string: str) -> str:
+    """
+    Produces a domain string that is safe for use
+    in ec2 resources
+    """
+    hyphenated = in_string.replace("_", "-")
+    return re.sub("[^0-9a-zA-Z-]+", "", hyphenated)
+
+ +
+ +

Produces a domain string that is safe for use +in ec2 resources

+
+ + +
+
+
+ #   + + + class + EC2ArchitectArgs(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class EC2ArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    instance_type: str = field(
+        default="t2.micro", metadata={"help": "Instance type to run router"}
+    )
+    subdomain: str = field(
+        default="${mephisto.task.task_name}",
+        metadata={"help": "Subdomain name for routing"},
+    )
+    profile_name: str = field(
+        default=MISSING, metadata={"help": "Profile name for deploying an ec2 instance"}
+    )
+
+ +
+ +

Additional arguments for configuring a heroku architect

+
+ + +
+
#   + + + EC2ArchitectArgs( + _architect_type: str = 'ec2', + server_type: str = 'node', + server_source_path: str = '???', + instance_type: str = 't2.micro', + subdomain: str = '${mephisto.task.task_name}', + profile_name: str = '???' +) +
+ + + + +
+
+
#   + + instance_type: str = 't2.micro' +
+ + + + +
+
+
#   + + subdomain: str = '${mephisto.task.task_name}' +
+ + + + +
+
+
#   + + profile_name: str = '???' +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + EC2Architect(mephisto.abstractions.architect.Architect): +
+ +
+ View Source + 
class EC2Architect(Architect):
+    """
+    Sets up a server on heroku and deploys the task on that server
+    """
+
+    ArgsClass = EC2ArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Create an architect with all required parameters for launch loaded
+        """
+        self.args = args
+        self.task_run = task_run
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            self.fallback_details = json.load(fallback_detail_file)
+
+        self.subdomain = url_safe_string(args.architect.subdomain)
+        self.root_domain = self.fallback_details["domain"]
+        self.router_name = f"{self.subdomain}-routing-server"
+        self.full_domain = f"{self.subdomain}.{self.root_domain}"
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.instance_type = args.architect.instance_type
+        self.profile_name = args.architect.profile_name
+        self.server_type: str = args.architect.server_type
+        self.build_dir = build_dir_root
+        self.server_detail_path = self._get_detail_path(self.subdomain)
+
+        self.session = boto3.Session(
+            profile_name=self.profile_name, region_name="us-east-2"
+        )
+
+        self.server_dir: Optional[str] = None
+        self.server_id: Optional[str] = None
+        self.target_group_arn: Optional[str] = None
+        self.router_rule_arn: Optional[str] = None
+        self.created = False
+
+    @classmethod
+    def _get_detail_path(cls, subdomain):
+        """Return the location where a detail file will be stored for the given domain"""
+        return os.path.join(DEFAULT_SERVER_DETAIL_LOCATION, f"{subdomain}.json")
+
+    def _get_socket_urls(self) -> List[str]:
+        """Returns the path to the heroku app socket"""
+        return [f"wss://{self.full_domain}/"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"ec2_channel_{self.subdomain}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Download the file from local storage
+        """
+        target_url = f"https://{self.full_domain}/download_file/{target_filename}"
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+    @classmethod
+    def check_domain_unused_locally(self, subdomain: str):
+        """
+        Checks to see if we have an active local record for the given subdomain
+        """
+        return not os.path.exists(self._get_detail_path(subdomain))
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the given profile is already ready, that a fallback exists
+        and that all the configuration is ready
+        """
+        profile_name = args.architect.profile_name
+        assert ec2_helpers.check_aws_credentials(
+            profile_name
+        ), "Given profile doesn't have registered credentials"
+        #   Producing a domain string that is safe for use
+        #   in ec2 resources
+        subdomain = url_safe_string(args.architect.subdomain)
+
+        assert cls.check_domain_unused_locally(
+            subdomain=subdomain
+        ), "Given subdomain does exist"
+
+        # VALID_INSTANCES = []
+        # assert args.architect.instance_type in VALID_INSTANCES
+
+        assert os.path.exists(
+            DEFAULT_FALLBACK_FILE
+        ), "Must have fallback launched to use EC2 architect"
+
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            fallback_details = json.load(fallback_detail_file)
+
+        REQUIRED_KEYS = [
+            "key_pair_name",
+            "security_group_id",
+            "vpc_details",
+            "listener_arn",
+        ]
+        for key in REQUIRED_KEYS:
+            assert key in fallback_details, f"Fallback file missing required key {key}"
+
+        session = boto3.Session(profile_name=profile_name, region_name="us-east-2")
+        assert ec2_helpers.rule_is_new(
+            session, subdomain, fallback_details["listener_arn"]
+        ), "Rule was not new, existing subdomain found registered to the listener. Check on AWS."
+
+    def __get_build_directory(self) -> str:
+        """
+        Return the string where the server should be built in.
+        """
+        return os.path.join(
+            self.build_dir,
+            FINAL_SERVER_BUILD_DIRECTORY,
+        )
+
+    def __compile_server(self) -> str:
+        """
+        Move the required task files to a specific directory to be deployed to
+        ec2 directly. Return the location that the packaged files are
+        now prepared in.
+        """
+        print("Building server files...")
+        server_build_root = self.__get_build_directory()
+        os.makedirs(server_build_root)
+        self.server_dir = server_dir = build_router(
+            server_build_root,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        setup_path = os.path.join(SCRIPTS_DIRECTORY, self.server_type)
+        setup_dest = os.path.join(server_build_root, "setup")
+        shutil.copytree(setup_path, setup_dest)
+        possible_node_modules = os.path.join(
+            server_build_root, "router", "node_modules"
+        )
+        if os.path.exists(possible_node_modules):
+            shutil.rmtree(possible_node_modules)
+        return server_dir
+
+    def __setup_ec2_server(self) -> str:
+        """
+        Deploy the server using the setup server directory, return the URL
+        """
+        server_dir = os.path.abspath(self.__get_build_directory())
+
+        print("EC2: Starting instance...")
+
+        # Launch server
+        server_id = ec2_helpers.create_instance(
+            self.session,
+            self.fallback_details["key_pair_name"],
+            self.fallback_details["security_group_id"],
+            self.fallback_details["vpc_details"]["subnet_1_id"],
+            self.router_name,
+            instance_type=self.instance_type,
+        )
+        self.server_id = server_id
+
+        self.created = True
+
+        print("EC2: Configuring routing table...")
+        # Configure router
+        (
+            self.target_group_arn,
+            self.router_rule_arn,
+        ) = ec2_helpers.register_instance_to_listener(
+            self.session,
+            server_id,
+            self.fallback_details["vpc_details"]["vpc_id"],
+            self.fallback_details["listener_arn"],
+            self.full_domain,
+        )
+
+        # Write out details
+        server_details = {
+            "balancer_rule_arn": self.router_rule_arn,
+            "instance_id": self.server_id,
+            "subdomain": self.subdomain,
+            "target_group_arn": self.target_group_arn,
+        }
+
+        with open(self.server_detail_path, "w+") as detail_file:
+            json.dump(server_details, detail_file)
+
+        print("EC2: Deploying server...")
+        # Push server files and execute launch
+        ec2_helpers.deploy_to_routing_server(
+            self.session,
+            server_id,
+            self.fallback_details["key_pair_name"],
+            server_dir,
+        )
+
+        return f"https://{self.full_domain}"
+
+    def __delete_ec2_server(self):
+        """
+        Remove the heroku server associated with this task run
+        """
+        server_id = self.server_id
+        assert server_id is not None, "Cannot shutdown a non-existent server"
+        print(f"Ec2: Deleting server: {self.server_id}")
+        if self.router_rule_arn is not None:
+            ec2_helpers.delete_rule(
+                self.session,
+                self.router_rule_arn,
+                self.target_group_arn,
+            )
+
+        ec2_helpers.delete_instance(
+            self.session,
+            server_id,
+        )
+        os.unlink(self.server_detail_path)
+
+    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        return os.path.exists(self.server_detail_path)
+
+    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_ec2_server()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        shutil.rmtree(server_dir)
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_ec2_server()
+
+ +
+ +

Sets up a server on heroku and deploys the task on that server

+
+ + +
+
#   + + + EC2Architect( + db: mephisto.abstractions.database.MephistoDB, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + task_run: mephisto.data_model.task_run.TaskRun, + build_dir_root: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Create an architect with all required parameters for launch loaded
+        """
+        self.args = args
+        self.task_run = task_run
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            self.fallback_details = json.load(fallback_detail_file)
+
+        self.subdomain = url_safe_string(args.architect.subdomain)
+        self.root_domain = self.fallback_details["domain"]
+        self.router_name = f"{self.subdomain}-routing-server"
+        self.full_domain = f"{self.subdomain}.{self.root_domain}"
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.instance_type = args.architect.instance_type
+        self.profile_name = args.architect.profile_name
+        self.server_type: str = args.architect.server_type
+        self.build_dir = build_dir_root
+        self.server_detail_path = self._get_detail_path(self.subdomain)
+
+        self.session = boto3.Session(
+            profile_name=self.profile_name, region_name="us-east-2"
+        )
+
+        self.server_dir: Optional[str] = None
+        self.server_id: Optional[str] = None
+        self.target_group_arn: Optional[str] = None
+        self.router_rule_arn: Optional[str] = None
+        self.created = False
+
+ +
+ +

Create an architect with all required parameters for launch loaded

+
+ + +
+
+
#   + + ARCHITECT_TYPE: str = 'ec2' +
+ + + + +
+
+
#   + + + def + get_channels( + self, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType] +) -> list[mephisto.abstractions._subcomponents.channel.Channel]: +
+ +
+ View Source + 
    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"ec2_channel_{self.subdomain}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+ +
+ +

Return a list of all relevant channels that the ClientIOHandler +will need to register to in order to function

+
+ + +
+
+
#   + + + def + download_file(self, target_filename: str, save_dir: str) -> None: +
+ +
+ View Source + 
    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Download the file from local storage
+        """
+        target_url = f"https://{self.full_domain}/download_file/{target_filename}"
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+ +
+ +

Download the file from local storage

+
+ + +
+
+
#   + +
@classmethod
+ + def + check_domain_unused_locally(self, subdomain: str): +
+ +
+ View Source + 
    @classmethod
+    def check_domain_unused_locally(self, subdomain: str):
+        """
+        Checks to see if we have an active local record for the given subdomain
+        """
+        return not os.path.exists(self._get_detail_path(subdomain))
+
+ +
+ +

Checks to see if we have an active local record for the given subdomain

+
+ + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the given profile is already ready, that a fallback exists
+        and that all the configuration is ready
+        """
+        profile_name = args.architect.profile_name
+        assert ec2_helpers.check_aws_credentials(
+            profile_name
+        ), "Given profile doesn't have registered credentials"
+        #   Producing a domain string that is safe for use
+        #   in ec2 resources
+        subdomain = url_safe_string(args.architect.subdomain)
+
+        assert cls.check_domain_unused_locally(
+            subdomain=subdomain
+        ), "Given subdomain does exist"
+
+        # VALID_INSTANCES = []
+        # assert args.architect.instance_type in VALID_INSTANCES
+
+        assert os.path.exists(
+            DEFAULT_FALLBACK_FILE
+        ), "Must have fallback launched to use EC2 architect"
+
+        with open(DEFAULT_FALLBACK_FILE, "r") as fallback_detail_file:
+            fallback_details = json.load(fallback_detail_file)
+
+        REQUIRED_KEYS = [
+            "key_pair_name",
+            "security_group_id",
+            "vpc_details",
+            "listener_arn",
+        ]
+        for key in REQUIRED_KEYS:
+            assert key in fallback_details, f"Fallback file missing required key {key}"
+
+        session = boto3.Session(profile_name=profile_name, region_name="us-east-2")
+        assert ec2_helpers.rule_is_new(
+            session, subdomain, fallback_details["listener_arn"]
+        ), "Rule was not new, existing subdomain found registered to the listener. Check on AWS."
+
+ +
+ +

Assert that the given profile is already ready, that a fallback exists +and that all the configuration is ready

+
+ + +
+
+
#   + + + def + server_is_running(self) -> bool: +
+ +
+ View Source + 
    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        return os.path.exists(self.server_detail_path)
+
+ +
+ +

Utility function to check if the given heroku app (by app-name) is +still running

+
+ + +
+
+
#   + + + def + build_is_clean(self) -> bool: +
+ +
+ View Source + 
    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+ +
+ +

Utility function to see if the build has been cleaned up

+
+ + +
+
+
#   + + + def + prepare(self) -> str: +
+ +
+ View Source + 
    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+ +
+ +

Produce the server files that will be deployed to the server

+
+ + +
+
+
#   + + + def + deploy(self) -> str: +
+ +
+ View Source + 
    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_ec2_server()
+
+ +
+ +

Launch the server, and push the task files to the server. Return +the server URL

+
+ + +
+
+
#   + + + def + cleanup(self) -> None: +
+ +
+ View Source + 
    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        shutil.rmtree(server_dir)
+
+ +
+ +

Remove any files that were used for the deployment process that +no longer need to be kept track of now that the task has +been launched.

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_ec2_server()
+
+ +
+ +

Shut down the server launched by this Architect, as stored +in the db.

+
+ + +
+
+
+
+ #   + + + class + EC2Architect.ArgsClass(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class EC2ArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    instance_type: str = field(
+        default="t2.micro", metadata={"help": "Instance type to run router"}
+    )
+    subdomain: str = field(
+        default="${mephisto.task.task_name}",
+        metadata={"help": "Subdomain name for routing"},
+    )
+    profile_name: str = field(
+        default=MISSING, metadata={"help": "Profile name for deploying an ec2 instance"}
+    )
+
+ +
+ +

Additional arguments for configuring a heroku architect

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_helpers.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_helpers.html new file mode 100644 index 000000000..fc674c533 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/ec2_helpers.html @@ -0,0 +1,3232 @@ + + + + + + + + + mephisto.abstractions.architects.ec2.ec2_helpers API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2.ec2_helpers

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import Dict, Optional, Tuple, List, Any, TYPE_CHECKING
+import boto3  # type: ignore
+import botocore.exceptions  # type: ignore
+import time
+import os
+import subprocess
+import json
+import getpass
+import hashlib
+from mephisto.abstractions.providers.mturk.mturk_utils import setup_aws_credentials
+from mephisto.abstractions.architects.router import build_router
+
+from botocore import client  # type: ignore
+from botocore.exceptions import ClientError, ProfileNotFound  # type: ignore
+from botocore.config import Config  # type: ignore
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+if TYPE_CHECKING:
+    from omegaconf import DictConfig  # type: ignore
+
+botoconfig = Config(
+    region_name="us-east-2", retries={"max_attempts": 10, "mode": "standard"}
+)
+
+DEFAULT_AMI_ID = "ami-0f19d220602031aed"
+AMI_DEFAULT_USER = "ec2-user"
+DEFAULT_INSTANCE_TYPE = "m2.micro"
+FALLBACK_INSTANCE_TYPE = "t2.nano"
+MY_DIR = os.path.abspath(os.path.dirname(__file__))
+DEFAULT_KEY_PAIR_DIRECTORY = os.path.join(MY_DIR, "keypairs")
+DEFAULT_SERVER_DETAIL_LOCATION = os.path.join(MY_DIR, "servers")
+SCRIPTS_DIRECTORY = os.path.join(MY_DIR, "run_scripts")
+DEFAULT_FALLBACK_FILE = os.path.join(DEFAULT_SERVER_DETAIL_LOCATION, "fallback.json")
+FALLBACK_SERVER_LOC = os.path.join(MY_DIR, "fallback_server")
+KNOWN_HOST_PATH = os.path.expanduser("~/.ssh/known_hosts")
+MAX_RETRIES = 10
+
+
+def get_owner_tag() -> Dict[str, str]:
+    """
+    Creates a tag with the user's username
+    as the owner for the given resource
+    """
+    return {"Key": "Owner", "Value": getpass.getuser()}
+
+
+def check_aws_credentials(profile_name: str) -> bool:
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        return True
+    except ProfileNotFound:
+        return False
+
+
+def setup_ec2_credentials(
+    profile_name: str, register_args: Optional["DictConfig"] = None
+) -> bool:
+    return setup_aws_credentials(profile_name, register_args)
+
+
+def get_domain_if_available(session: boto3.Session, domain_name: str) -> bool:
+    """
+    Attempt to register the given domain with Route53, return
+    True if registration is successful, False otherwise.
+
+    Details on valid domains can be found here:
+    https://docs.aws.amazon.com/Route53/latest/DeveloperGuide/registrar-tld-list.html
+
+    Pricing is available on amazon
+    """
+    client = session.client("route53domains")
+    avail_result = "PENDING"
+
+    while avail_result == "PENDING":
+        avail = client.check_domain_availabiliity(DomainName=domain_name)
+        avail_result = avail["Availability"]
+        time.sleep(0.3)
+
+    # May extend to handle other available cases
+    if avail_result not in ["AVAILABLE"]:
+        print(
+            f"Domain was not listed as available, instead "
+            f"{avail_result}, visit route53 for more detail"
+        )
+        return False
+
+    print("Automated domain registration isn't yet implemented")
+    # Registration can be completed using client.register_domain
+    # Details are available here:
+    # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/route53domains.html#Route53Domains.Client.register_domain
+
+    return False
+
+
+def find_hosted_zone(session: boto3.Session, domain_name: str) -> Optional[str]:
+    """
+    search for a hosted zone with the given name, return its id
+    if found and None otherwise
+    """
+    client = session.client("route53")
+
+    zones = client.list_hosted_zones_by_name()
+
+    logger.debug(f"Found zones {zones}")
+    for zone in zones["HostedZones"]:
+        if zone["Name"] == f"{domain_name}.":
+            return zone["Id"]
+
+    return None
+
+
+def create_hosted_zone(session: boto3.Session, domain_name: str) -> str:
+    """
+    Given a domain name, tries to create a hosted zone
+    for that domain. Returns the hosted zone id
+    """
+    client = session.client("route53")
+
+    zone_id = find_hosted_zone(session, domain_name)
+    if zone_id is None:
+
+        res = client.create_hosted_zone(
+            Name=domain_name,
+            CallerReference=str(time.time()),
+            HostedZoneConfig={
+                "Comment": "Mephisto hosted zone",
+            },
+        )
+        nameservers = res["DelegationSet"]["NameServers"]
+        BOLD_WHITE_ON_BLUE = "\x1b[1;37;44m"
+        RESET = "\x1b[0m"
+        print(
+            f"{BOLD_WHITE_ON_BLUE}"
+            "Registered new hosted zone! You should ensure your domain "
+            "name is registered to delegate to the following nameservers: "
+            f"\n{nameservers}"
+            f"{RESET}"
+        )
+        zone_id = res["HostedZone"]["Id"]
+    else:
+        logger.debug(f"This hosted zone already exists! Returning {zone_id}")
+
+    return zone_id
+
+
+def find_certificate_arn(session: boto3.Session, domain_name: str) -> Optional[str]:
+    """
+    Finds the certificate for the given domain if it exists, and returns
+    the certification arn.
+    """
+    client = session.client("acm")
+    certs = client.list_certificates()
+    logger.debug(f"Found existing certs: {certs}")
+    for cert in certs["CertificateSummaryList"]:
+        if cert["DomainName"] == domain_name:
+            return cert["CertificateArn"]
+    return None
+
+
+def get_certificate(session: boto3.Session, domain_name: str) -> Dict[str, str]:
+    """
+    Gets the certificate for the given domain name, and returns
+    the dns validation name and target and cert arn ('Name' and 'Value', 'arn')
+    """
+    client = session.client("acm")
+    cert_domain_name = f"*.{domain_name}"
+    certificate_arn = find_certificate_arn(session, cert_domain_name)
+    if certificate_arn is None:  # cert not yet issued
+        logger.debug("Requesting new certificate")
+        response = client.request_certificate(
+            DomainName=cert_domain_name,
+            ValidationMethod="DNS",
+            IdempotencyToken=f"{domain_name.split('.')[0]}request",
+            Options={
+                "CertificateTransparencyLoggingPreference": "ENABLED",
+            },
+        )
+        certificate_arn = response["CertificateArn"]
+    else:
+        logger.debug(f"Using existing certificate {certificate_arn}")
+    attempts = 0
+    sleep_time = 2
+    details = None
+    while attempts < MAX_RETRIES:
+        try:
+            details = client.describe_certificate(
+                CertificateArn=certificate_arn,
+            )
+            return_data = details["Certificate"]["DomainValidationOptions"][0][
+                "ResourceRecord"
+            ]
+            return_data["arn"] = certificate_arn
+            return return_data
+        except KeyError:
+            # Resource record not created yet, try again
+            attempts += 1
+            logger.info(f"Attempt {attempts} had no certification details, retrying")
+            time.sleep(sleep_time)
+            sleep_time *= 2
+    raise Exception("Exceeded MAX_RETRIES waiting for certificate records")
+
+
+def register_zone_records(
+    session: boto3.Session,
+    zone_id: str,
+    domain_name: str,
+    load_balancer_arn: str,
+    acm_valid_name: str,
+    acm_valid_target: str,
+) -> int:
+    """
+    Creates the required zone records for this mephisto hosted zone. Requires
+    the load balancer target, and the ACM certificate addresses
+
+    Returns the change id
+    """
+    # Get details about the load balancer
+    ec2_client = session.client("elbv2")
+    balancer = ec2_client.describe_load_balancers(
+        LoadBalancerArns=[load_balancer_arn],
+    )["LoadBalancers"][0]
+    load_balancer_dns = balancer["DNSName"]
+    load_balancer_zone = balancer["CanonicalHostedZoneId"]
+
+    # Create the records
+    client = session.client("route53")
+    response = client.change_resource_record_sets(
+        HostedZoneId=zone_id,
+        ChangeBatch={
+            "Comment": "Creating records for Mephisto load balancer and DNS validations for certs",
+            "Changes": [
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": f"*.{domain_name}",
+                        "Type": "A",
+                        "AliasTarget": {
+                            "HostedZoneId": load_balancer_zone,
+                            "DNSName": load_balancer_dns,
+                            "EvaluateTargetHealth": True,
+                        },
+                    },
+                },
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": f"{domain_name}",
+                        "Type": "A",
+                        "AliasTarget": {
+                            "HostedZoneId": load_balancer_zone,
+                            "DNSName": load_balancer_dns,
+                            "EvaluateTargetHealth": True,
+                        },
+                    },
+                },
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": acm_valid_name,
+                        "Type": "CNAME",
+                        "TTL": 300,
+                        "ResourceRecords": [
+                            {"Value": acm_valid_target},
+                        ],
+                    },
+                },
+            ],
+        },
+    )
+    return response["ChangeInfo"]["Id"]
+
+
+def create_mephisto_vpc(session: boto3.Session) -> Dict[str, str]:
+    """
+    Create the required vpc with two subnets, an associated
+    internet gateway, and routing tables.
+
+    Currently sets up using US-east for both subnets
+    """
+    client = session.client("ec2")
+
+    # Create VPC
+    vpc_response = client.create_vpc(
+        CidrBlock="10.0.0.0/16",
+        TagSpecifications=[
+            {
+                "ResourceType": "vpc",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-core-vpc"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    vpc_id = vpc_response["Vpc"]["VpcId"]
+
+    # Create internet gateway
+    gateway_response = client.create_internet_gateway(
+        TagSpecifications=[
+            {
+                "ResourceType": "internet-gateway",
+                "Tags": [{"Key": "Name", "Value": "mephisto-gateway"}, get_owner_tag()],
+            }
+        ],
+    )
+    gateway_id = gateway_response["InternetGateway"]["InternetGatewayId"]
+    client.attach_internet_gateway(
+        InternetGatewayId=gateway_id,
+        VpcId=vpc_id,
+    )
+
+    # Create subnets
+    subnet_1_response = client.create_subnet(
+        TagSpecifications=[
+            {
+                "ResourceType": "subnet",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-subnet-1"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        CidrBlock="10.0.0.0/24",
+        AvailabilityZone="us-east-2a",
+        VpcId=vpc_id,
+    )
+    subnet_1_id = subnet_1_response["Subnet"]["SubnetId"]
+
+    subnet_2_response = client.create_subnet(
+        TagSpecifications=[
+            {
+                "ResourceType": "subnet",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-subnet-2"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        CidrBlock="10.0.1.0/24",
+        AvailabilityZone="us-east-2b",
+        VpcId=vpc_id,
+    )
+    subnet_2_id = subnet_2_response["Subnet"]["SubnetId"]
+
+    # Create routing tables
+    table_1_response = client.create_route_table(
+        TagSpecifications=[
+            {
+                "ResourceType": "route-table",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-routes-1"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        VpcId=vpc_id,
+    )
+    route_table_1_id = table_1_response["RouteTable"]["RouteTableId"]
+
+    table_2_response = client.create_route_table(
+        TagSpecifications=[
+            {
+                "ResourceType": "route-table",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-routes-2"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        VpcId=vpc_id,
+    )
+    route_table_2_id = table_2_response["RouteTable"]["RouteTableId"]
+
+    # Add routes in tables to gateway
+    client.create_route(
+        DestinationCidrBlock="0.0.0.0/0",
+        GatewayId=gateway_id,
+        RouteTableId=route_table_1_id,
+    )
+    client.create_route(
+        DestinationCidrBlock="0.0.0.0/0",
+        GatewayId=gateway_id,
+        RouteTableId=route_table_2_id,
+    )
+
+    # Associate routing tables
+    client.associate_route_table(
+        RouteTableId=route_table_1_id,
+        SubnetId=subnet_1_id,
+    )
+    client.associate_route_table(
+        RouteTableId=route_table_2_id,
+        SubnetId=subnet_2_id,
+    )
+
+    return {
+        "vpc_id": vpc_id,
+        "gateway_id": gateway_id,
+        "subnet_1_id": subnet_1_id,
+        "subnet_2_id": subnet_2_id,
+        "route_1_id": route_table_1_id,
+        "route_2_id": route_table_2_id,
+    }
+
+
+def create_security_group(session: boto3.Session, vpc_id: str, ssh_ip: str) -> str:
+    """
+    Create a security group with public access
+    for 80 and 443, but only access from ssh_ip (comma-separated) for 22
+    """
+    client = session.client("ec2")
+
+    create_response = client.create_security_group(
+        Description="Security group used for Mephisto host servers",
+        GroupName="mephisto-server-security-group",
+        VpcId=vpc_id,
+        TagSpecifications=[
+            {
+                "ResourceType": "security-group",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-server-security-group"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    group_id = create_response["GroupId"]
+    ssh_perms = [
+        {
+            "FromPort": 22,
+            "ToPort": 22,
+            "IpProtocol": "tcp",
+            "IpRanges": [
+                {
+                    "CidrIp": one_ip,
+                    "Description": "SSH from allowed ip",
+                }
+            ],
+        }
+        for one_ip in ssh_ip.split(",")
+    ]
+
+    response = client.authorize_security_group_ingress(
+        GroupId=group_id,
+        IpPermissions=[
+            {
+                "FromPort": 80,
+                "ToPort": 80,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Public insecure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 80,
+                "ToPort": 80,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Public insecure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 5000,
+                "ToPort": 5000,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Internal router access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 5000,
+                "ToPort": 5000,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Internal router access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 443,
+                "ToPort": 443,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Public secure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 443,
+                "ToPort": 443,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Public secure http access",
+                    }
+                ],
+            },
+        ]
+        + ssh_perms,
+    )
+
+    assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+    return group_id
+
+
+def create_key_pair(
+    session: boto3.Session,
+    key_name: str,
+    key_pair_dir: str = DEFAULT_KEY_PAIR_DIRECTORY,
+) -> str:
+    """
+    creates a key pair by the given name, and writes it to file
+    """
+    target_keypair_filename = os.path.join(key_pair_dir, f"{key_name}.pem")
+    if os.path.exists(target_keypair_filename):
+        logger.warning(f"Keypair already exists! {target_keypair_filename}")
+        return target_keypair_filename
+    client = session.client("ec2")
+
+    response = client.create_key_pair(
+        KeyName=key_name,
+        TagSpecifications=[
+            {
+                "ResourceType": "key-pair",
+                "Tags": [{"Key": "Name", "Value": key_name}, get_owner_tag()],
+            }
+        ],
+    )
+    with open(target_keypair_filename, "w+") as keypair_file:
+        keypair_file.write(response["KeyMaterial"])
+        subprocess.check_call(["chmod", "400", target_keypair_filename])
+
+    return target_keypair_filename
+
+
+def create_instance(
+    session: boto3.Session,
+    key_pair_name: str,
+    security_group_id: str,
+    subnet_id: str,
+    instance_name: str,
+    volume_size: int = 8,
+    instance_type: str = DEFAULT_INSTANCE_TYPE,
+) -> str:
+    """
+    Create an instance, return the instance id, allocation id, and association id
+    """
+    client = session.client("ec2")
+    instance_response = client.run_instances(
+        BlockDeviceMappings=[
+            {
+                "DeviceName": "/dev/xvda",
+                "Ebs": {
+                    "DeleteOnTermination": True,
+                    "VolumeSize": volume_size,
+                    "VolumeType": "gp2",
+                    "Encrypted": True,
+                },
+            }
+        ],
+        ImageId=DEFAULT_AMI_ID,
+        InstanceType=instance_type,
+        KeyName=key_pair_name,
+        MaxCount=1,
+        MinCount=1,
+        Monitoring={
+            "Enabled": False,
+        },  # standard monitoring is enough
+        Placement={
+            "Tenancy": "default",
+        },
+        SecurityGroupIds=[security_group_id],
+        SubnetId=subnet_id,
+        DisableApiTermination=False,  # we need to allow shutdown from botocore
+        # IamInstanceProfile={ # Maybe we can move the iam role to do rest of registration?
+        #     'Arn': 'string',
+        #     'Name': 'string'
+        # },
+        InstanceInitiatedShutdownBehavior="stop",
+        TagSpecifications=[
+            {
+                "ResourceType": "instance",
+                "Tags": [
+                    {"Key": "Name", "Value": instance_name},
+                    get_owner_tag(),
+                ],
+            },
+        ],
+        HibernationOptions={"Configured": False},
+        MetadataOptions={
+            "HttpTokens": "optional",
+            "HttpEndpoint": "enabled",
+        },
+        EnclaveOptions={"Enabled": False},
+    )
+    instance_id = instance_response["Instances"][0]["InstanceId"]
+
+    logger.debug(f"Waiting for instance {instance_id} to come up before continuing")
+    waiter = client.get_waiter("instance_running")
+    waiter.wait(
+        InstanceIds=[instance_id],
+    )
+
+    return instance_id
+
+
+def create_target_group(
+    session: boto3.Session,
+    vpc_id: str,
+    instance_id: str,
+    group_name="mephisto-fallback",
+) -> str:
+    """
+    Create a target group for the given instance
+    """
+    client = session.client("elbv2")
+    group_name_hash = hashlib.md5(group_name.encode("utf-8")).hexdigest()
+    anti_collision_group_name = f"{group_name_hash[:8]}-{group_name}"
+    final_group_name = f"{anti_collision_group_name[:28]}-tg"
+    create_target_response = client.create_target_group(
+        Name=final_group_name[:32],
+        Protocol="HTTP",
+        ProtocolVersion="HTTP1",
+        Port=5000,
+        VpcId=vpc_id,
+        Matcher={
+            "HttpCode": "200-299",
+        },
+        TargetType="instance",
+        Tags=[
+            {"Key": "string", "Value": "string"},
+        ],
+    )
+    target_group_arn = create_target_response["TargetGroups"][0]["TargetGroupArn"]
+
+    client.register_targets(
+        TargetGroupArn=target_group_arn,
+        Targets=[
+            {
+                "Id": instance_id,
+            }
+        ],
+    )
+
+    return target_group_arn
+
+
+def rule_is_new(
+    session: boto3.Session,
+    subdomain: str,
+    listener_arn: str,
+) -> bool:
+    """
+    Check to see if a rule already exists with the given subdomain
+    """
+    client = session.client("elbv2")
+    find_rule_response = client.describe_rules(
+        ListenerArn=listener_arn,
+    )
+    rules = find_rule_response["Rules"]
+    for rule in rules:
+        if len(rule["Conditions"]) == 0:
+            continue  # base rule
+        host_condition = rule["Conditions"][0]
+        values = host_condition.get("Values")
+        if values is None or len(values) == 0:
+            values = host_condition["HostHeaderConfig"]["Values"]
+        existing = values[0]
+        if existing.startswith(f"{subdomain}."):
+            return False
+
+    return True
+
+
+def register_instance_to_listener(
+    session: boto3.Session,
+    instance_id: str,
+    vpc_id: str,
+    listener_arn: str,
+    domain: str,
+) -> Tuple[str, str]:
+    """
+    Creates a rule for this specific redirect case,
+    and returns the target group id and rule arn
+    """
+    subdomain_root = domain.split(".")[0]
+    target_group_arn = create_target_group(session, vpc_id, instance_id, subdomain_root)
+    client = session.client("elbv2")
+
+    find_rule_response = client.describe_rules(
+        ListenerArn=listener_arn,
+    )
+
+    # Get the next available priority
+    priorities = set([r["Priority"] for r in find_rule_response["Rules"]])
+    priority = 1
+    while str(priority) in priorities:
+        priority += 1
+
+    rule_response = client.create_rule(
+        ListenerArn=listener_arn,
+        Conditions=[
+            {
+                "Field": "host-header",
+                "HostHeaderConfig": {
+                    "Values": [
+                        domain,
+                        f"*.{domain}",
+                    ],
+                },
+            },
+        ],
+        Priority=priority,
+        Actions=[
+            {
+                "Type": "forward",
+                "TargetGroupArn": target_group_arn,
+            },
+        ],
+    )
+    rule_arn = rule_response["Rules"][0]["RuleArn"]
+
+    return target_group_arn, rule_arn
+
+
+def create_load_balancer(
+    session: boto3.Session,
+    subnet_ids: List[str],
+    security_group_id: str,
+    vpc_id: str,
+) -> str:
+    """
+    Creates a load balancer and returns the balancer's arn
+    """
+    client = session.client("elbv2")
+
+    create_response = client.create_load_balancer(
+        Name="mephisto-hosts-balancer",
+        Subnets=subnet_ids,
+        SecurityGroups=[security_group_id],
+        Scheme="internet-facing",
+        Type="application",
+        IpAddressType="ipv4",
+    )
+    balancer_arn = create_response["LoadBalancers"][0]["LoadBalancerArn"]
+    return balancer_arn
+
+
+def configure_base_balancer(
+    session: boto3.Session,
+    balancer_arn: str,
+    certificate_arn: str,
+    target_group_arn: str,
+) -> str:
+    """
+    Configure the default rules for this load balancer. Return the id
+    of the listener to add rules to for redirecting to specified target groups
+    """
+
+    client = session.client("elbv2")
+
+    _redirect_response = client.create_listener(
+        LoadBalancerArn=balancer_arn,
+        Protocol="HTTP",
+        Port=80,
+        DefaultActions=[
+            {
+                "Type": "redirect",
+                "RedirectConfig": {
+                    "Protocol": "HTTPS",
+                    "Port": "443",
+                    "Host": "#{host}",
+                    "Path": "/#{path}",
+                    "Query": "#{query}",
+                    "StatusCode": "HTTP_301",
+                },
+            }
+        ],
+    )
+
+    forward_response = client.create_listener(
+        LoadBalancerArn=balancer_arn,
+        Protocol="HTTPS",
+        Port=443,
+        SslPolicy="ELBSecurityPolicy-2016-08",
+        Certificates=[
+            {
+                "CertificateArn": certificate_arn,
+            }
+        ],
+        DefaultActions=[
+            {
+                "Type": "forward",
+                "TargetGroupArn": target_group_arn,
+            }
+        ],
+    )
+    listener_arn = forward_response["Listeners"][0]["ListenerArn"]
+    return listener_arn
+
+
+def get_instance_address(
+    session: boto3.Session,
+    instance_id: str,
+) -> Tuple[str, str, str]:
+    """
+    Create a temporary publicly accessible IP for the given instance.
+    Return the IP address, the allocation id, and the association id.
+    """
+    client = session.client("ec2")
+
+    allocation_response = client.allocate_address(
+        Domain="vpc",
+        TagSpecifications=[
+            {
+                "ResourceType": "elastic-ip",
+                "Tags": [
+                    {
+                        "Key": "Name",
+                        "Value": f"{instance_id}-ip-address",
+                    },
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    ip_address = allocation_response["PublicIp"]
+    allocation_id = allocation_response["AllocationId"]
+
+    associate_response = client.associate_address(
+        AllocationId=allocation_id,
+        InstanceId=instance_id,
+        AllowReassociation=False,
+    )
+    association_id = associate_response["AssociationId"]
+
+    # Remove this IP from known hosts in case it's there,
+    # as it's definitely not the old host anymore
+    subprocess.check_call(
+        [
+            "ssh-keygen",
+            "-f",
+            f"{KNOWN_HOST_PATH}",
+            "-R",
+            f'"{ip_address}"',
+        ]
+    )
+
+    return ip_address, allocation_id, association_id
+
+
+def detete_instance_address(
+    session: boto3.Session,
+    allocation_id: str,
+    association_id: str,
+) -> None:
+    """
+    Removes the public ip described by the given allocation and association ids
+    """
+    client = session.client("ec2")
+    client.disassociate_address(
+        AssociationId=association_id,
+    )
+
+    client.release_address(
+        AllocationId=allocation_id,
+    )
+
+
+def try_server_push(subprocess_args: List[str], retries=5, sleep_time=10.0):
+    """
+    Try to execute the server push provided in subprocess args
+    """
+    while retries > 0:
+        try:
+            subprocess.check_call(
+                subprocess_args, env=dict(os.environ, SSH_AUTH_SOCK="")
+            )
+            return
+        except subprocess.CalledProcessError:
+            retries -= 1
+            sleep_time *= 1.5
+            logger.info(
+                f"Timed out trying to push to server. Retries remaining: {retries}"
+            )
+            time.sleep(sleep_time)
+    raise Exception(
+        "Could not successfully push to the ec2 instance. See log for errors."
+    )
+
+
+def deploy_fallback_server(
+    session: boto3.Session,
+    instance_id: str,
+    key_pair: str,
+    log_access_pass: str,
+) -> bool:
+    """
+    Deploy the fallback server to the given instance,
+    return True if successful
+    """
+    client = session.client("ec2")
+    server_host, allocation_id, association_id = get_instance_address(
+        session, instance_id
+    )
+    try:
+        keypair_file = os.path.join(DEFAULT_KEY_PAIR_DIRECTORY, f"{key_pair}.pem")
+        password_file_name = os.path.join(FALLBACK_SERVER_LOC, f"access_key.txt")
+        with open(password_file_name, "w+") as password_file:
+            password_file.write(log_access_pass)
+
+        remote_server = f"{AMI_DEFAULT_USER}@{server_host}"
+
+        dest = f"{remote_server}:/home/ec2-user/"
+        try_server_push(
+            [
+                "scp",
+                "-o",
+                "StrictHostKeyChecking=no",
+                "-i",
+                keypair_file,
+                "-r",
+                f"{FALLBACK_SERVER_LOC}",
+                dest,
+            ]
+        )
+        os.unlink(password_file_name)
+        subprocess.check_call(
+            [
+                "ssh",
+                "-i",
+                keypair_file,
+                remote_server,
+                "bash",
+                "/home/ec2-user/fallback_server/scripts/first_setup.sh",
+            ],
+            env=dict(os.environ, SSH_AUTH_SOCK=""),
+        )
+        detete_instance_address(session, allocation_id, association_id)
+    except Exception as e:
+        detete_instance_address(session, allocation_id, association_id)
+        raise e
+
+    return True
+
+
+def deploy_to_routing_server(
+    session: boto3.Session,
+    instance_id: str,
+    key_pair: str,
+    push_directory: str,
+) -> bool:
+    client = session.client("ec2")
+    server_host, allocation_id, association_id = get_instance_address(
+        session, instance_id
+    )
+    keypair_file = os.path.join(DEFAULT_KEY_PAIR_DIRECTORY, f"{key_pair}.pem")
+
+    print("Uploading files to server, then attempting to run")
+    try:
+        remote_server = f"{AMI_DEFAULT_USER}@{server_host}"
+        dest = f"{remote_server}:/home/ec2-user/"
+        try_server_push(
+            [
+                "scp",
+                "-o",
+                "StrictHostKeyChecking=no",
+                "-i",
+                keypair_file,
+                "-r",
+                f"{push_directory}",
+                dest,
+            ]
+        )
+
+        subprocess.check_call(
+            [
+                "ssh",
+                "-i",
+                keypair_file,
+                remote_server,
+                "bash",
+                "/home/ec2-user/routing_server/setup/init_server.sh",
+            ],
+            env=dict(os.environ, SSH_AUTH_SOCK=""),
+        )
+        detete_instance_address(session, allocation_id, association_id)
+        print("Server setup complete!")
+    except Exception as e:
+        detete_instance_address(session, allocation_id, association_id)
+        raise e
+
+    return True
+
+
+def delete_rule(
+    session: boto3.Session,
+    rule_arn: str,
+    target_group_arn: str,
+) -> None:
+    """
+    Remove the given rule and the target group for this rule
+    """
+    client = session.client("elbv2")
+    client.delete_rule(
+        RuleArn=rule_arn,
+    )
+
+    client.delete_target_group(
+        TargetGroupArn=target_group_arn,
+    )
+
+
+def delete_instance(
+    session: boto3.Session,
+    instance_id: str,
+) -> None:
+    """
+    Remove the given instance and the associated elastic ip
+    """
+    client = session.client("ec2")
+    client.terminate_instances(InstanceIds=[instance_id])
+
+
+def remove_instance_and_cleanup(
+    session: boto3.Session,
+    server_name: str,
+) -> None:
+    """
+    Cleanup for a launched server, removing the redirect rule
+    clearing the target group, and then shutting down the instance.
+    """
+    server_detail_path = os.path.join(
+        DEFAULT_SERVER_DETAIL_LOCATION, f"{server_name}.json"
+    )
+
+    with open(server_detail_path, "r") as detail_file:
+        details = json.load(detail_file)
+
+    delete_rule(session, details["balancer_rule_arn"], details["target_group_arn"])
+    delete_instance(
+        session,
+        details["instance_id"],
+    )
+    os.unlink(server_detail_path)
+    return None
+
+
+def delete_listener(
+    session: boto3.Session,
+    listener_arn: str,
+) -> None:
+    client = session.client("elbv2")
+    client.delete_listener(
+        ListenerArn=listener_arn,
+    )
+
+
+def cleanup_fallback_server(
+    iam_profile: str,
+    delete_hosted_zone: bool = False,
+    server_details_file: str = DEFAULT_FALLBACK_FILE,
+) -> None:
+    """
+    Cleans up all of the resources for the given iam profile,
+    assuming that the details are stored in the given
+    server_details_file.
+
+    Optionally includes deleting the hosted zone, which remains
+    an option due to the DNS changes required
+    """
+    session = boto3.Session(profile_name=iam_profile, region_name="us-east-2")
+
+    elb_client = session.client("elbv2")
+    ec2_client = session.client("ec2")
+
+    server_details_file = (
+        DEFAULT_FALLBACK_FILE if server_details_file is None else server_details_file
+    )
+    with open(server_details_file, "r") as details_file:
+        details = json.load(details_file)
+
+    listener_arn = details.get("listener_arn")
+    if listener_arn is not None:
+        print(f"Deleting listener {listener_arn}...")
+        find_rule_response = elb_client.describe_rules(
+            ListenerArn=listener_arn,
+        )
+        rules = find_rule_response["Rules"]
+        if len(rules) > 1:
+            confirm = input(
+                "There are still existing rules on the router, which would imply that active jobs are running right now. Are you SURE you want to DELETE ALL?[yes/no]"
+            )
+            if confirm != "yes":
+                return
+        elb_client.delete_listener(
+            ListenerArn=listener_arn,
+        )
+
+    target_group_arn = details.get("target_group_arn")
+    if target_group_arn is not None:
+        print(f"Deleting target group {target_group_arn}...")
+        elb_client.delete_target_group(
+            TargetGroupArn=target_group_arn,
+        )
+
+    balancer_arn = details.get("balancer_arn")
+    if balancer_arn is not None:
+        print(f"Deleting balancer {balancer_arn}...")
+        elb_client.delete_load_balancer(
+            LoadBalancerArn=balancer_arn,
+        )
+
+    instance_id = details.get("instance_id")
+    if instance_id is not None:
+        print(f"Deleting instance {instance_id}...")
+        delete_instance(session, instance_id)
+
+    vpc_details = details.get("vpc_details")
+    if vpc_details is not None:
+        print(f"Deleting vpc {vpc_details['vpc_id']} and related resources...")
+        ec2_client.delete_subnet(SubnetId=vpc_details["subnet_1_id"])
+        ec2_client.delete_subnet(SubnetId=vpc_details["subnet_2_id"])
+        ec2_client.delete_route_table(RouteTableId=vpc_details["route_1_id"])
+        ec2_client.delete_route_table(RouteTableId=vpc_details["route_2_id"])
+        table_response = ec2_client.describe_route_tables(
+            Filters=[
+                {
+                    "Name": "vpc-id",
+                    "Values": [vpc_details["vpc_id"]],
+                }
+            ]
+        )
+        tables = table_response["RouteTables"]
+        for table in tables:
+            ec2_client.delete_route_table(RouteTableId=table["RouteTableId"])
+
+        ec2_client.delete_internet_gateway(InternetGatewayId=vpc_details["gateway_id"])
+
+        security_group_id = details.get("security_group_id")
+        if security_group_id is not None:
+            print("Deleting security group {security_group_id}...")
+            ec2_client.delete_security_group(
+                GroupId=security_group_id,
+            )
+
+        ec2_client.delete_vpc(VpcId=vpc_details["vpc_id"])
+
+    if delete_hosted_zone:
+        hosted_zone_id = details.get("hosted_zone_id")
+        if hosted_zone_id is not None:
+            route53_client = session.client("route53")
+            print(
+                "Deleting hosted zones not yet implemented, "
+                "navigate to the AWS Route53 console to complete "
+                f"this step, deleting {hosted_zone_id}"
+            )
+            # To delete a hosted zone, we need to query it
+            # for the list of records, than remove all
+            # that aren't SOA/NS
+
+    os.unlink(server_details_file)
+    return None
+
+ +
+ +
+
+
#   + + + def + get_owner_tag() -> Dict[str, str]: +
+ +
+ View Source + 
def get_owner_tag() -> Dict[str, str]:
+    """
+    Creates a tag with the user's username
+    as the owner for the given resource
+    """
+    return {"Key": "Owner", "Value": getpass.getuser()}
+
+ +
+ +

Creates a tag with the user's username +as the owner for the given resource

+
+ + +
+
+
#   + + + def + check_aws_credentials(profile_name: str) -> bool: +
+ +
+ View Source + 
def check_aws_credentials(profile_name: str) -> bool:
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        return True
+    except ProfileNotFound:
+        return False
+
+ +
+ + + +
+
+
#   + + + def + setup_ec2_credentials( + profile_name: str, + register_args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> bool: +
+ +
+ View Source + 
def setup_ec2_credentials(
+    profile_name: str, register_args: Optional["DictConfig"] = None
+) -> bool:
+    return setup_aws_credentials(profile_name, register_args)
+
+ +
+ + + +
+
+
#   + + + def + get_domain_if_available(session: boto3.session.Session, domain_name: str) -> bool: +
+ +
+ View Source + 
def get_domain_if_available(session: boto3.Session, domain_name: str) -> bool:
+    """
+    Attempt to register the given domain with Route53, return
+    True if registration is successful, False otherwise.
+
+    Details on valid domains can be found here:
+    https://docs.aws.amazon.com/Route53/latest/DeveloperGuide/registrar-tld-list.html
+
+    Pricing is available on amazon
+    """
+    client = session.client("route53domains")
+    avail_result = "PENDING"
+
+    while avail_result == "PENDING":
+        avail = client.check_domain_availabiliity(DomainName=domain_name)
+        avail_result = avail["Availability"]
+        time.sleep(0.3)
+
+    # May extend to handle other available cases
+    if avail_result not in ["AVAILABLE"]:
+        print(
+            f"Domain was not listed as available, instead "
+            f"{avail_result}, visit route53 for more detail"
+        )
+        return False
+
+    print("Automated domain registration isn't yet implemented")
+    # Registration can be completed using client.register_domain
+    # Details are available here:
+    # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/route53domains.html#Route53Domains.Client.register_domain
+
+    return False
+
+ +
+ +

Attempt to register the given domain with Route53, return +True if registration is successful, False otherwise.

+ +

Details on valid domains can be found here: +https://docs.aws.amazon.com/Route53/latest/DeveloperGuide/registrar-tld-list.html

+ +

Pricing is available on amazon

+
+ + +
+
+
#   + + + def + find_hosted_zone( + session: boto3.session.Session, + domain_name: str +) -> Union[str, NoneType]: +
+ +
+ View Source + 
def find_hosted_zone(session: boto3.Session, domain_name: str) -> Optional[str]:
+    """
+    search for a hosted zone with the given name, return its id
+    if found and None otherwise
+    """
+    client = session.client("route53")
+
+    zones = client.list_hosted_zones_by_name()
+
+    logger.debug(f"Found zones {zones}")
+    for zone in zones["HostedZones"]:
+        if zone["Name"] == f"{domain_name}.":
+            return zone["Id"]
+
+    return None
+
+ +
+ +

search for a hosted zone with the given name, return its id +if found and None otherwise

+
+ + +
+
+
#   + + + def + create_hosted_zone(session: boto3.session.Session, domain_name: str) -> str: +
+ +
+ View Source + 
def create_hosted_zone(session: boto3.Session, domain_name: str) -> str:
+    """
+    Given a domain name, tries to create a hosted zone
+    for that domain. Returns the hosted zone id
+    """
+    client = session.client("route53")
+
+    zone_id = find_hosted_zone(session, domain_name)
+    if zone_id is None:
+
+        res = client.create_hosted_zone(
+            Name=domain_name,
+            CallerReference=str(time.time()),
+            HostedZoneConfig={
+                "Comment": "Mephisto hosted zone",
+            },
+        )
+        nameservers = res["DelegationSet"]["NameServers"]
+        BOLD_WHITE_ON_BLUE = "\x1b[1;37;44m"
+        RESET = "\x1b[0m"
+        print(
+            f"{BOLD_WHITE_ON_BLUE}"
+            "Registered new hosted zone! You should ensure your domain "
+            "name is registered to delegate to the following nameservers: "
+            f"\n{nameservers}"
+            f"{RESET}"
+        )
+        zone_id = res["HostedZone"]["Id"]
+    else:
+        logger.debug(f"This hosted zone already exists! Returning {zone_id}")
+
+    return zone_id
+
+ +
+ +

Given a domain name, tries to create a hosted zone +for that domain. Returns the hosted zone id

+
+ + +
+
+
#   + + + def + find_certificate_arn( + session: boto3.session.Session, + domain_name: str +) -> Union[str, NoneType]: +
+ +
+ View Source + 
def find_certificate_arn(session: boto3.Session, domain_name: str) -> Optional[str]:
+    """
+    Finds the certificate for the given domain if it exists, and returns
+    the certification arn.
+    """
+    client = session.client("acm")
+    certs = client.list_certificates()
+    logger.debug(f"Found existing certs: {certs}")
+    for cert in certs["CertificateSummaryList"]:
+        if cert["DomainName"] == domain_name:
+            return cert["CertificateArn"]
+    return None
+
+ +
+ +

Finds the certificate for the given domain if it exists, and returns +the certification arn.

+
+ + +
+
+
#   + + + def + get_certificate(session: boto3.session.Session, domain_name: str) -> Dict[str, str]: +
+ +
+ View Source + 
def get_certificate(session: boto3.Session, domain_name: str) -> Dict[str, str]:
+    """
+    Gets the certificate for the given domain name, and returns
+    the dns validation name and target and cert arn ('Name' and 'Value', 'arn')
+    """
+    client = session.client("acm")
+    cert_domain_name = f"*.{domain_name}"
+    certificate_arn = find_certificate_arn(session, cert_domain_name)
+    if certificate_arn is None:  # cert not yet issued
+        logger.debug("Requesting new certificate")
+        response = client.request_certificate(
+            DomainName=cert_domain_name,
+            ValidationMethod="DNS",
+            IdempotencyToken=f"{domain_name.split('.')[0]}request",
+            Options={
+                "CertificateTransparencyLoggingPreference": "ENABLED",
+            },
+        )
+        certificate_arn = response["CertificateArn"]
+    else:
+        logger.debug(f"Using existing certificate {certificate_arn}")
+    attempts = 0
+    sleep_time = 2
+    details = None
+    while attempts < MAX_RETRIES:
+        try:
+            details = client.describe_certificate(
+                CertificateArn=certificate_arn,
+            )
+            return_data = details["Certificate"]["DomainValidationOptions"][0][
+                "ResourceRecord"
+            ]
+            return_data["arn"] = certificate_arn
+            return return_data
+        except KeyError:
+            # Resource record not created yet, try again
+            attempts += 1
+            logger.info(f"Attempt {attempts} had no certification details, retrying")
+            time.sleep(sleep_time)
+            sleep_time *= 2
+    raise Exception("Exceeded MAX_RETRIES waiting for certificate records")
+
+ +
+ +

Gets the certificate for the given domain name, and returns +the dns validation name and target and cert arn ('Name' and 'Value', 'arn')

+
+ + +
+
+
#   + + + def + register_zone_records( + session: boto3.session.Session, + zone_id: str, + domain_name: str, + load_balancer_arn: str, + acm_valid_name: str, + acm_valid_target: str +) -> int: +
+ +
+ View Source + 
def register_zone_records(
+    session: boto3.Session,
+    zone_id: str,
+    domain_name: str,
+    load_balancer_arn: str,
+    acm_valid_name: str,
+    acm_valid_target: str,
+) -> int:
+    """
+    Creates the required zone records for this mephisto hosted zone. Requires
+    the load balancer target, and the ACM certificate addresses
+
+    Returns the change id
+    """
+    # Get details about the load balancer
+    ec2_client = session.client("elbv2")
+    balancer = ec2_client.describe_load_balancers(
+        LoadBalancerArns=[load_balancer_arn],
+    )["LoadBalancers"][0]
+    load_balancer_dns = balancer["DNSName"]
+    load_balancer_zone = balancer["CanonicalHostedZoneId"]
+
+    # Create the records
+    client = session.client("route53")
+    response = client.change_resource_record_sets(
+        HostedZoneId=zone_id,
+        ChangeBatch={
+            "Comment": "Creating records for Mephisto load balancer and DNS validations for certs",
+            "Changes": [
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": f"*.{domain_name}",
+                        "Type": "A",
+                        "AliasTarget": {
+                            "HostedZoneId": load_balancer_zone,
+                            "DNSName": load_balancer_dns,
+                            "EvaluateTargetHealth": True,
+                        },
+                    },
+                },
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": f"{domain_name}",
+                        "Type": "A",
+                        "AliasTarget": {
+                            "HostedZoneId": load_balancer_zone,
+                            "DNSName": load_balancer_dns,
+                            "EvaluateTargetHealth": True,
+                        },
+                    },
+                },
+                {
+                    "Action": "CREATE",
+                    "ResourceRecordSet": {
+                        "Name": acm_valid_name,
+                        "Type": "CNAME",
+                        "TTL": 300,
+                        "ResourceRecords": [
+                            {"Value": acm_valid_target},
+                        ],
+                    },
+                },
+            ],
+        },
+    )
+    return response["ChangeInfo"]["Id"]
+
+ +
+ +

Creates the required zone records for this mephisto hosted zone. Requires +the load balancer target, and the ACM certificate addresses

+ +

Returns the change id

+
+ + +
+
+
#   + + + def + create_mephisto_vpc(session: boto3.session.Session) -> Dict[str, str]: +
+ +
+ View Source + 
def create_mephisto_vpc(session: boto3.Session) -> Dict[str, str]:
+    """
+    Create the required vpc with two subnets, an associated
+    internet gateway, and routing tables.
+
+    Currently sets up using US-east for both subnets
+    """
+    client = session.client("ec2")
+
+    # Create VPC
+    vpc_response = client.create_vpc(
+        CidrBlock="10.0.0.0/16",
+        TagSpecifications=[
+            {
+                "ResourceType": "vpc",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-core-vpc"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    vpc_id = vpc_response["Vpc"]["VpcId"]
+
+    # Create internet gateway
+    gateway_response = client.create_internet_gateway(
+        TagSpecifications=[
+            {
+                "ResourceType": "internet-gateway",
+                "Tags": [{"Key": "Name", "Value": "mephisto-gateway"}, get_owner_tag()],
+            }
+        ],
+    )
+    gateway_id = gateway_response["InternetGateway"]["InternetGatewayId"]
+    client.attach_internet_gateway(
+        InternetGatewayId=gateway_id,
+        VpcId=vpc_id,
+    )
+
+    # Create subnets
+    subnet_1_response = client.create_subnet(
+        TagSpecifications=[
+            {
+                "ResourceType": "subnet",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-subnet-1"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        CidrBlock="10.0.0.0/24",
+        AvailabilityZone="us-east-2a",
+        VpcId=vpc_id,
+    )
+    subnet_1_id = subnet_1_response["Subnet"]["SubnetId"]
+
+    subnet_2_response = client.create_subnet(
+        TagSpecifications=[
+            {
+                "ResourceType": "subnet",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-subnet-2"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        CidrBlock="10.0.1.0/24",
+        AvailabilityZone="us-east-2b",
+        VpcId=vpc_id,
+    )
+    subnet_2_id = subnet_2_response["Subnet"]["SubnetId"]
+
+    # Create routing tables
+    table_1_response = client.create_route_table(
+        TagSpecifications=[
+            {
+                "ResourceType": "route-table",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-routes-1"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        VpcId=vpc_id,
+    )
+    route_table_1_id = table_1_response["RouteTable"]["RouteTableId"]
+
+    table_2_response = client.create_route_table(
+        TagSpecifications=[
+            {
+                "ResourceType": "route-table",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-routes-2"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+        VpcId=vpc_id,
+    )
+    route_table_2_id = table_2_response["RouteTable"]["RouteTableId"]
+
+    # Add routes in tables to gateway
+    client.create_route(
+        DestinationCidrBlock="0.0.0.0/0",
+        GatewayId=gateway_id,
+        RouteTableId=route_table_1_id,
+    )
+    client.create_route(
+        DestinationCidrBlock="0.0.0.0/0",
+        GatewayId=gateway_id,
+        RouteTableId=route_table_2_id,
+    )
+
+    # Associate routing tables
+    client.associate_route_table(
+        RouteTableId=route_table_1_id,
+        SubnetId=subnet_1_id,
+    )
+    client.associate_route_table(
+        RouteTableId=route_table_2_id,
+        SubnetId=subnet_2_id,
+    )
+
+    return {
+        "vpc_id": vpc_id,
+        "gateway_id": gateway_id,
+        "subnet_1_id": subnet_1_id,
+        "subnet_2_id": subnet_2_id,
+        "route_1_id": route_table_1_id,
+        "route_2_id": route_table_2_id,
+    }
+
+ +
+ +

Create the required vpc with two subnets, an associated +internet gateway, and routing tables.

+ +

Currently sets up using US-east for both subnets

+
+ + +
+
+
#   + + + def + create_security_group(session: boto3.session.Session, vpc_id: str, ssh_ip: str) -> str: +
+ +
+ View Source + 
def create_security_group(session: boto3.Session, vpc_id: str, ssh_ip: str) -> str:
+    """
+    Create a security group with public access
+    for 80 and 443, but only access from ssh_ip (comma-separated) for 22
+    """
+    client = session.client("ec2")
+
+    create_response = client.create_security_group(
+        Description="Security group used for Mephisto host servers",
+        GroupName="mephisto-server-security-group",
+        VpcId=vpc_id,
+        TagSpecifications=[
+            {
+                "ResourceType": "security-group",
+                "Tags": [
+                    {"Key": "Name", "Value": "mephisto-server-security-group"},
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    group_id = create_response["GroupId"]
+    ssh_perms = [
+        {
+            "FromPort": 22,
+            "ToPort": 22,
+            "IpProtocol": "tcp",
+            "IpRanges": [
+                {
+                    "CidrIp": one_ip,
+                    "Description": "SSH from allowed ip",
+                }
+            ],
+        }
+        for one_ip in ssh_ip.split(",")
+    ]
+
+    response = client.authorize_security_group_ingress(
+        GroupId=group_id,
+        IpPermissions=[
+            {
+                "FromPort": 80,
+                "ToPort": 80,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Public insecure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 80,
+                "ToPort": 80,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Public insecure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 5000,
+                "ToPort": 5000,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Internal router access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 5000,
+                "ToPort": 5000,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Internal router access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 443,
+                "ToPort": 443,
+                "IpProtocol": "tcp",
+                "IpRanges": [
+                    {
+                        "CidrIp": "0.0.0.0/0",
+                        "Description": "Public secure http access",
+                    }
+                ],
+            },
+            {
+                "FromPort": 443,
+                "ToPort": 443,
+                "IpProtocol": "tcp",
+                "Ipv6Ranges": [
+                    {
+                        "CidrIpv6": "::/0",
+                        "Description": "Public secure http access",
+                    }
+                ],
+            },
+        ]
+        + ssh_perms,
+    )
+
+    assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
+    return group_id
+
+ +
+ +

Create a security group with public access +for 80 and 443, but only access from ssh_ip (comma-separated) for 22

+
+ + +
+
+
#   + + + def + create_key_pair( + session: boto3.session.Session, + key_name: str, + key_pair_dir: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/keypairs' +) -> str: +
+ +
+ View Source + 
def create_key_pair(
+    session: boto3.Session,
+    key_name: str,
+    key_pair_dir: str = DEFAULT_KEY_PAIR_DIRECTORY,
+) -> str:
+    """
+    creates a key pair by the given name, and writes it to file
+    """
+    target_keypair_filename = os.path.join(key_pair_dir, f"{key_name}.pem")
+    if os.path.exists(target_keypair_filename):
+        logger.warning(f"Keypair already exists! {target_keypair_filename}")
+        return target_keypair_filename
+    client = session.client("ec2")
+
+    response = client.create_key_pair(
+        KeyName=key_name,
+        TagSpecifications=[
+            {
+                "ResourceType": "key-pair",
+                "Tags": [{"Key": "Name", "Value": key_name}, get_owner_tag()],
+            }
+        ],
+    )
+    with open(target_keypair_filename, "w+") as keypair_file:
+        keypair_file.write(response["KeyMaterial"])
+        subprocess.check_call(["chmod", "400", target_keypair_filename])
+
+    return target_keypair_filename
+
+ +
+ +

creates a key pair by the given name, and writes it to file

+
+ + +
+
+
#   + + + def + create_instance( + session: boto3.session.Session, + key_pair_name: str, + security_group_id: str, + subnet_id: str, + instance_name: str, + volume_size: int = 8, + instance_type: str = 'm2.micro' +) -> str: +
+ +
+ View Source + 
def create_instance(
+    session: boto3.Session,
+    key_pair_name: str,
+    security_group_id: str,
+    subnet_id: str,
+    instance_name: str,
+    volume_size: int = 8,
+    instance_type: str = DEFAULT_INSTANCE_TYPE,
+) -> str:
+    """
+    Create an instance, return the instance id, allocation id, and association id
+    """
+    client = session.client("ec2")
+    instance_response = client.run_instances(
+        BlockDeviceMappings=[
+            {
+                "DeviceName": "/dev/xvda",
+                "Ebs": {
+                    "DeleteOnTermination": True,
+                    "VolumeSize": volume_size,
+                    "VolumeType": "gp2",
+                    "Encrypted": True,
+                },
+            }
+        ],
+        ImageId=DEFAULT_AMI_ID,
+        InstanceType=instance_type,
+        KeyName=key_pair_name,
+        MaxCount=1,
+        MinCount=1,
+        Monitoring={
+            "Enabled": False,
+        },  # standard monitoring is enough
+        Placement={
+            "Tenancy": "default",
+        },
+        SecurityGroupIds=[security_group_id],
+        SubnetId=subnet_id,
+        DisableApiTermination=False,  # we need to allow shutdown from botocore
+        # IamInstanceProfile={ # Maybe we can move the iam role to do rest of registration?
+        #     'Arn': 'string',
+        #     'Name': 'string'
+        # },
+        InstanceInitiatedShutdownBehavior="stop",
+        TagSpecifications=[
+            {
+                "ResourceType": "instance",
+                "Tags": [
+                    {"Key": "Name", "Value": instance_name},
+                    get_owner_tag(),
+                ],
+            },
+        ],
+        HibernationOptions={"Configured": False},
+        MetadataOptions={
+            "HttpTokens": "optional",
+            "HttpEndpoint": "enabled",
+        },
+        EnclaveOptions={"Enabled": False},
+    )
+    instance_id = instance_response["Instances"][0]["InstanceId"]
+
+    logger.debug(f"Waiting for instance {instance_id} to come up before continuing")
+    waiter = client.get_waiter("instance_running")
+    waiter.wait(
+        InstanceIds=[instance_id],
+    )
+
+    return instance_id
+
+ +
+ +

Create an instance, return the instance id, allocation id, and association id

+
+ + +
+
+
#   + + + def + create_target_group( + session: boto3.session.Session, + vpc_id: str, + instance_id: str, + group_name='mephisto-fallback' +) -> str: +
+ +
+ View Source + 
def create_target_group(
+    session: boto3.Session,
+    vpc_id: str,
+    instance_id: str,
+    group_name="mephisto-fallback",
+) -> str:
+    """
+    Create a target group for the given instance
+    """
+    client = session.client("elbv2")
+    group_name_hash = hashlib.md5(group_name.encode("utf-8")).hexdigest()
+    anti_collision_group_name = f"{group_name_hash[:8]}-{group_name}"
+    final_group_name = f"{anti_collision_group_name[:28]}-tg"
+    create_target_response = client.create_target_group(
+        Name=final_group_name[:32],
+        Protocol="HTTP",
+        ProtocolVersion="HTTP1",
+        Port=5000,
+        VpcId=vpc_id,
+        Matcher={
+            "HttpCode": "200-299",
+        },
+        TargetType="instance",
+        Tags=[
+            {"Key": "string", "Value": "string"},
+        ],
+    )
+    target_group_arn = create_target_response["TargetGroups"][0]["TargetGroupArn"]
+
+    client.register_targets(
+        TargetGroupArn=target_group_arn,
+        Targets=[
+            {
+                "Id": instance_id,
+            }
+        ],
+    )
+
+    return target_group_arn
+
+ +
+ +

Create a target group for the given instance

+
+ + +
+
+
#   + + + def + rule_is_new( + session: boto3.session.Session, + subdomain: str, + listener_arn: str +) -> bool: +
+ +
+ View Source + 
def rule_is_new(
+    session: boto3.Session,
+    subdomain: str,
+    listener_arn: str,
+) -> bool:
+    """
+    Check to see if a rule already exists with the given subdomain
+    """
+    client = session.client("elbv2")
+    find_rule_response = client.describe_rules(
+        ListenerArn=listener_arn,
+    )
+    rules = find_rule_response["Rules"]
+    for rule in rules:
+        if len(rule["Conditions"]) == 0:
+            continue  # base rule
+        host_condition = rule["Conditions"][0]
+        values = host_condition.get("Values")
+        if values is None or len(values) == 0:
+            values = host_condition["HostHeaderConfig"]["Values"]
+        existing = values[0]
+        if existing.startswith(f"{subdomain}."):
+            return False
+
+    return True
+
+ +
+ +

Check to see if a rule already exists with the given subdomain

+
+ + +
+
+
#   + + + def + register_instance_to_listener( + session: boto3.session.Session, + instance_id: str, + vpc_id: str, + listener_arn: str, + domain: str +) -> Tuple[str, str]: +
+ +
+ View Source + 
def register_instance_to_listener(
+    session: boto3.Session,
+    instance_id: str,
+    vpc_id: str,
+    listener_arn: str,
+    domain: str,
+) -> Tuple[str, str]:
+    """
+    Creates a rule for this specific redirect case,
+    and returns the target group id and rule arn
+    """
+    subdomain_root = domain.split(".")[0]
+    target_group_arn = create_target_group(session, vpc_id, instance_id, subdomain_root)
+    client = session.client("elbv2")
+
+    find_rule_response = client.describe_rules(
+        ListenerArn=listener_arn,
+    )
+
+    # Get the next available priority
+    priorities = set([r["Priority"] for r in find_rule_response["Rules"]])
+    priority = 1
+    while str(priority) in priorities:
+        priority += 1
+
+    rule_response = client.create_rule(
+        ListenerArn=listener_arn,
+        Conditions=[
+            {
+                "Field": "host-header",
+                "HostHeaderConfig": {
+                    "Values": [
+                        domain,
+                        f"*.{domain}",
+                    ],
+                },
+            },
+        ],
+        Priority=priority,
+        Actions=[
+            {
+                "Type": "forward",
+                "TargetGroupArn": target_group_arn,
+            },
+        ],
+    )
+    rule_arn = rule_response["Rules"][0]["RuleArn"]
+
+    return target_group_arn, rule_arn
+
+ +
+ +

Creates a rule for this specific redirect case, +and returns the target group id and rule arn

+
+ + +
+
+
#   + + + def + create_load_balancer( + session: boto3.session.Session, + subnet_ids: List[str], + security_group_id: str, + vpc_id: str +) -> str: +
+ +
+ View Source + 
def create_load_balancer(
+    session: boto3.Session,
+    subnet_ids: List[str],
+    security_group_id: str,
+    vpc_id: str,
+) -> str:
+    """
+    Creates a load balancer and returns the balancer's arn
+    """
+    client = session.client("elbv2")
+
+    create_response = client.create_load_balancer(
+        Name="mephisto-hosts-balancer",
+        Subnets=subnet_ids,
+        SecurityGroups=[security_group_id],
+        Scheme="internet-facing",
+        Type="application",
+        IpAddressType="ipv4",
+    )
+    balancer_arn = create_response["LoadBalancers"][0]["LoadBalancerArn"]
+    return balancer_arn
+
+ +
+ +

Creates a load balancer and returns the balancer's arn

+
+ + +
+
+
#   + + + def + configure_base_balancer( + session: boto3.session.Session, + balancer_arn: str, + certificate_arn: str, + target_group_arn: str +) -> str: +
+ +
+ View Source + 
def configure_base_balancer(
+    session: boto3.Session,
+    balancer_arn: str,
+    certificate_arn: str,
+    target_group_arn: str,
+) -> str:
+    """
+    Configure the default rules for this load balancer. Return the id
+    of the listener to add rules to for redirecting to specified target groups
+    """
+
+    client = session.client("elbv2")
+
+    _redirect_response = client.create_listener(
+        LoadBalancerArn=balancer_arn,
+        Protocol="HTTP",
+        Port=80,
+        DefaultActions=[
+            {
+                "Type": "redirect",
+                "RedirectConfig": {
+                    "Protocol": "HTTPS",
+                    "Port": "443",
+                    "Host": "#{host}",
+                    "Path": "/#{path}",
+                    "Query": "#{query}",
+                    "StatusCode": "HTTP_301",
+                },
+            }
+        ],
+    )
+
+    forward_response = client.create_listener(
+        LoadBalancerArn=balancer_arn,
+        Protocol="HTTPS",
+        Port=443,
+        SslPolicy="ELBSecurityPolicy-2016-08",
+        Certificates=[
+            {
+                "CertificateArn": certificate_arn,
+            }
+        ],
+        DefaultActions=[
+            {
+                "Type": "forward",
+                "TargetGroupArn": target_group_arn,
+            }
+        ],
+    )
+    listener_arn = forward_response["Listeners"][0]["ListenerArn"]
+    return listener_arn
+
+ +
+ +

Configure the default rules for this load balancer. Return the id +of the listener to add rules to for redirecting to specified target groups

+
+ + +
+
+
#   + + + def + get_instance_address( + session: boto3.session.Session, + instance_id: str +) -> Tuple[str, str, str]: +
+ +
+ View Source + 
def get_instance_address(
+    session: boto3.Session,
+    instance_id: str,
+) -> Tuple[str, str, str]:
+    """
+    Create a temporary publicly accessible IP for the given instance.
+    Return the IP address, the allocation id, and the association id.
+    """
+    client = session.client("ec2")
+
+    allocation_response = client.allocate_address(
+        Domain="vpc",
+        TagSpecifications=[
+            {
+                "ResourceType": "elastic-ip",
+                "Tags": [
+                    {
+                        "Key": "Name",
+                        "Value": f"{instance_id}-ip-address",
+                    },
+                    get_owner_tag(),
+                ],
+            }
+        ],
+    )
+    ip_address = allocation_response["PublicIp"]
+    allocation_id = allocation_response["AllocationId"]
+
+    associate_response = client.associate_address(
+        AllocationId=allocation_id,
+        InstanceId=instance_id,
+        AllowReassociation=False,
+    )
+    association_id = associate_response["AssociationId"]
+
+    # Remove this IP from known hosts in case it's there,
+    # as it's definitely not the old host anymore
+    subprocess.check_call(
+        [
+            "ssh-keygen",
+            "-f",
+            f"{KNOWN_HOST_PATH}",
+            "-R",
+            f'"{ip_address}"',
+        ]
+    )
+
+    return ip_address, allocation_id, association_id
+
+ +
+ +

Create a temporary publicly accessible IP for the given instance. +Return the IP address, the allocation id, and the association id.

+
+ + +
+
+
#   + + + def + detete_instance_address( + session: boto3.session.Session, + allocation_id: str, + association_id: str +) -> None: +
+ +
+ View Source + 
def detete_instance_address(
+    session: boto3.Session,
+    allocation_id: str,
+    association_id: str,
+) -> None:
+    """
+    Removes the public ip described by the given allocation and association ids
+    """
+    client = session.client("ec2")
+    client.disassociate_address(
+        AssociationId=association_id,
+    )
+
+    client.release_address(
+        AllocationId=allocation_id,
+    )
+
+ +
+ +

Removes the public ip described by the given allocation and association ids

+
+ + +
+
+
#   + + + def + try_server_push(subprocess_args: List[str], retries=5, sleep_time=10.0): +
+ +
+ View Source + 
def try_server_push(subprocess_args: List[str], retries=5, sleep_time=10.0):
+    """
+    Try to execute the server push provided in subprocess args
+    """
+    while retries > 0:
+        try:
+            subprocess.check_call(
+                subprocess_args, env=dict(os.environ, SSH_AUTH_SOCK="")
+            )
+            return
+        except subprocess.CalledProcessError:
+            retries -= 1
+            sleep_time *= 1.5
+            logger.info(
+                f"Timed out trying to push to server. Retries remaining: {retries}"
+            )
+            time.sleep(sleep_time)
+    raise Exception(
+        "Could not successfully push to the ec2 instance. See log for errors."
+    )
+
+ +
+ +

Try to execute the server push provided in subprocess args

+
+ + +
+
+
#   + + + def + deploy_fallback_server( + session: boto3.session.Session, + instance_id: str, + key_pair: str, + log_access_pass: str +) -> bool: +
+ +
+ View Source + 
def deploy_fallback_server(
+    session: boto3.Session,
+    instance_id: str,
+    key_pair: str,
+    log_access_pass: str,
+) -> bool:
+    """
+    Deploy the fallback server to the given instance,
+    return True if successful
+    """
+    client = session.client("ec2")
+    server_host, allocation_id, association_id = get_instance_address(
+        session, instance_id
+    )
+    try:
+        keypair_file = os.path.join(DEFAULT_KEY_PAIR_DIRECTORY, f"{key_pair}.pem")
+        password_file_name = os.path.join(FALLBACK_SERVER_LOC, f"access_key.txt")
+        with open(password_file_name, "w+") as password_file:
+            password_file.write(log_access_pass)
+
+        remote_server = f"{AMI_DEFAULT_USER}@{server_host}"
+
+        dest = f"{remote_server}:/home/ec2-user/"
+        try_server_push(
+            [
+                "scp",
+                "-o",
+                "StrictHostKeyChecking=no",
+                "-i",
+                keypair_file,
+                "-r",
+                f"{FALLBACK_SERVER_LOC}",
+                dest,
+            ]
+        )
+        os.unlink(password_file_name)
+        subprocess.check_call(
+            [
+                "ssh",
+                "-i",
+                keypair_file,
+                remote_server,
+                "bash",
+                "/home/ec2-user/fallback_server/scripts/first_setup.sh",
+            ],
+            env=dict(os.environ, SSH_AUTH_SOCK=""),
+        )
+        detete_instance_address(session, allocation_id, association_id)
+    except Exception as e:
+        detete_instance_address(session, allocation_id, association_id)
+        raise e
+
+    return True
+
+ +
+ +

Deploy the fallback server to the given instance, +return True if successful

+
+ + +
+
+
#   + + + def + deploy_to_routing_server( + session: boto3.session.Session, + instance_id: str, + key_pair: str, + push_directory: str +) -> bool: +
+ +
+ View Source + 
def deploy_to_routing_server(
+    session: boto3.Session,
+    instance_id: str,
+    key_pair: str,
+    push_directory: str,
+) -> bool:
+    client = session.client("ec2")
+    server_host, allocation_id, association_id = get_instance_address(
+        session, instance_id
+    )
+    keypair_file = os.path.join(DEFAULT_KEY_PAIR_DIRECTORY, f"{key_pair}.pem")
+
+    print("Uploading files to server, then attempting to run")
+    try:
+        remote_server = f"{AMI_DEFAULT_USER}@{server_host}"
+        dest = f"{remote_server}:/home/ec2-user/"
+        try_server_push(
+            [
+                "scp",
+                "-o",
+                "StrictHostKeyChecking=no",
+                "-i",
+                keypair_file,
+                "-r",
+                f"{push_directory}",
+                dest,
+            ]
+        )
+
+        subprocess.check_call(
+            [
+                "ssh",
+                "-i",
+                keypair_file,
+                remote_server,
+                "bash",
+                "/home/ec2-user/routing_server/setup/init_server.sh",
+            ],
+            env=dict(os.environ, SSH_AUTH_SOCK=""),
+        )
+        detete_instance_address(session, allocation_id, association_id)
+        print("Server setup complete!")
+    except Exception as e:
+        detete_instance_address(session, allocation_id, association_id)
+        raise e
+
+    return True
+
+ +
+ + + +
+
+
#   + + + def + delete_rule( + session: boto3.session.Session, + rule_arn: str, + target_group_arn: str +) -> None: +
+ +
+ View Source + 
def delete_rule(
+    session: boto3.Session,
+    rule_arn: str,
+    target_group_arn: str,
+) -> None:
+    """
+    Remove the given rule and the target group for this rule
+    """
+    client = session.client("elbv2")
+    client.delete_rule(
+        RuleArn=rule_arn,
+    )
+
+    client.delete_target_group(
+        TargetGroupArn=target_group_arn,
+    )
+
+ +
+ +

Remove the given rule and the target group for this rule

+
+ + +
+
+
#   + + + def + delete_instance(session: boto3.session.Session, instance_id: str) -> None: +
+ +
+ View Source + 
def delete_instance(
+    session: boto3.Session,
+    instance_id: str,
+) -> None:
+    """
+    Remove the given instance and the associated elastic ip
+    """
+    client = session.client("ec2")
+    client.terminate_instances(InstanceIds=[instance_id])
+
+ +
+ +

Remove the given instance and the associated elastic ip

+
+ + +
+
+
#   + + + def + remove_instance_and_cleanup(session: boto3.session.Session, server_name: str) -> None: +
+ +
+ View Source + 
def remove_instance_and_cleanup(
+    session: boto3.Session,
+    server_name: str,
+) -> None:
+    """
+    Cleanup for a launched server, removing the redirect rule
+    clearing the target group, and then shutting down the instance.
+    """
+    server_detail_path = os.path.join(
+        DEFAULT_SERVER_DETAIL_LOCATION, f"{server_name}.json"
+    )
+
+    with open(server_detail_path, "r") as detail_file:
+        details = json.load(detail_file)
+
+    delete_rule(session, details["balancer_rule_arn"], details["target_group_arn"])
+    delete_instance(
+        session,
+        details["instance_id"],
+    )
+    os.unlink(server_detail_path)
+    return None
+
+ +
+ +

Cleanup for a launched server, removing the redirect rule +clearing the target group, and then shutting down the instance.

+
+ + +
+
+
#   + + + def + delete_listener(session: boto3.session.Session, listener_arn: str) -> None: +
+ +
+ View Source + 
def delete_listener(
+    session: boto3.Session,
+    listener_arn: str,
+) -> None:
+    client = session.client("elbv2")
+    client.delete_listener(
+        ListenerArn=listener_arn,
+    )
+
+ +
+ + + +
+
+
#   + + + def + cleanup_fallback_server( + iam_profile: str, + delete_hosted_zone: bool = False, + server_details_file: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/servers/fallback.json' +) -> None: +
+ +
+ View Source + 
def cleanup_fallback_server(
+    iam_profile: str,
+    delete_hosted_zone: bool = False,
+    server_details_file: str = DEFAULT_FALLBACK_FILE,
+) -> None:
+    """
+    Cleans up all of the resources for the given iam profile,
+    assuming that the details are stored in the given
+    server_details_file.
+
+    Optionally includes deleting the hosted zone, which remains
+    an option due to the DNS changes required
+    """
+    session = boto3.Session(profile_name=iam_profile, region_name="us-east-2")
+
+    elb_client = session.client("elbv2")
+    ec2_client = session.client("ec2")
+
+    server_details_file = (
+        DEFAULT_FALLBACK_FILE if server_details_file is None else server_details_file
+    )
+    with open(server_details_file, "r") as details_file:
+        details = json.load(details_file)
+
+    listener_arn = details.get("listener_arn")
+    if listener_arn is not None:
+        print(f"Deleting listener {listener_arn}...")
+        find_rule_response = elb_client.describe_rules(
+            ListenerArn=listener_arn,
+        )
+        rules = find_rule_response["Rules"]
+        if len(rules) > 1:
+            confirm = input(
+                "There are still existing rules on the router, which would imply that active jobs are running right now. Are you SURE you want to DELETE ALL?[yes/no]"
+            )
+            if confirm != "yes":
+                return
+        elb_client.delete_listener(
+            ListenerArn=listener_arn,
+        )
+
+    target_group_arn = details.get("target_group_arn")
+    if target_group_arn is not None:
+        print(f"Deleting target group {target_group_arn}...")
+        elb_client.delete_target_group(
+            TargetGroupArn=target_group_arn,
+        )
+
+    balancer_arn = details.get("balancer_arn")
+    if balancer_arn is not None:
+        print(f"Deleting balancer {balancer_arn}...")
+        elb_client.delete_load_balancer(
+            LoadBalancerArn=balancer_arn,
+        )
+
+    instance_id = details.get("instance_id")
+    if instance_id is not None:
+        print(f"Deleting instance {instance_id}...")
+        delete_instance(session, instance_id)
+
+    vpc_details = details.get("vpc_details")
+    if vpc_details is not None:
+        print(f"Deleting vpc {vpc_details['vpc_id']} and related resources...")
+        ec2_client.delete_subnet(SubnetId=vpc_details["subnet_1_id"])
+        ec2_client.delete_subnet(SubnetId=vpc_details["subnet_2_id"])
+        ec2_client.delete_route_table(RouteTableId=vpc_details["route_1_id"])
+        ec2_client.delete_route_table(RouteTableId=vpc_details["route_2_id"])
+        table_response = ec2_client.describe_route_tables(
+            Filters=[
+                {
+                    "Name": "vpc-id",
+                    "Values": [vpc_details["vpc_id"]],
+                }
+            ]
+        )
+        tables = table_response["RouteTables"]
+        for table in tables:
+            ec2_client.delete_route_table(RouteTableId=table["RouteTableId"])
+
+        ec2_client.delete_internet_gateway(InternetGatewayId=vpc_details["gateway_id"])
+
+        security_group_id = details.get("security_group_id")
+        if security_group_id is not None:
+            print("Deleting security group {security_group_id}...")
+            ec2_client.delete_security_group(
+                GroupId=security_group_id,
+            )
+
+        ec2_client.delete_vpc(VpcId=vpc_details["vpc_id"])
+
+    if delete_hosted_zone:
+        hosted_zone_id = details.get("hosted_zone_id")
+        if hosted_zone_id is not None:
+            route53_client = session.client("route53")
+            print(
+                "Deleting hosted zones not yet implemented, "
+                "navigate to the AWS Route53 console to complete "
+                f"this step, deleting {hosted_zone_id}"
+            )
+            # To delete a hosted zone, we need to query it
+            # for the list of records, than remove all
+            # that aren't SOA/NS
+
+    os.unlink(server_details_file)
+    return None
+
+ +
+ +

Cleans up all of the resources for the given iam profile, +assuming that the details are stored in the given +server_details_file.

+ +

Optionally includes deleting the hosted zone, which remains +an option due to the DNS changes required

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/ec2/prepare_ec2_servers.html b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/prepare_ec2_servers.html new file mode 100644 index 000000000..d2c1312cf --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/ec2/prepare_ec2_servers.html @@ -0,0 +1,737 @@ + + + + + + + + + mephisto.abstractions.architects.ec2.prepare_ec2_servers API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.ec2.prepare_ec2_servers

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import mephisto.abstractions.architects.ec2.ec2_helpers as ec2_helpers
+from mephisto.abstractions.architects.ec2.ec2_helpers import (
+    DEFAULT_FALLBACK_FILE,
+    FALLBACK_INSTANCE_TYPE,
+)
+import boto3  # type: ignore
+import os
+import json
+
+from typing import Dict, Any
+
+DEFAULT_KEY_PAIR_NAME = "mephisto-server-key"
+
+
+def update_details(
+    open_file,
+    new_data: Dict[str, Any],
+):
+    """
+    Overwrite the contents of the open file with the given data.
+    """
+    open_file.seek(0)
+    open_file.truncate(0)
+    json.dump(new_data, open_file, sort_keys=True, indent=4)
+
+
+def launch_ec2_fallback(
+    iam_profile: str,  # Iam role name, should be saved in aws credentials
+    domain_name: str,
+    ssh_ip_block: str,
+    access_logs_key: str,
+    key_pair_name: str = DEFAULT_KEY_PAIR_NAME,
+    server_details_file: str = DEFAULT_FALLBACK_FILE,
+    instance_type: str = FALLBACK_INSTANCE_TYPE,
+) -> Dict[str, Any]:
+    """
+    This function is used to set up a mephisto
+    vpc and fallback server for the AWS setup. At the moment
+    it requires that you already have a domain registered,
+    and it is up to you to delegate the domain to the
+    amazon nameservers created by this function. This
+    function will request the ssl certificate from amazon
+
+    At the moment, it only works on the us-east region.
+    Feel free to open a PR to extend this functionality
+    if you need another region!
+    """
+    assert not domain_name.startswith("www."), (
+        "You should provide a domain name without www, like 'example.com', "
+        "or 'crowdsourcing.example.com'"
+    )
+    key_pair_name = DEFAULT_KEY_PAIR_NAME if key_pair_name is None else key_pair_name
+    server_details_file = (
+        DEFAULT_FALLBACK_FILE if server_details_file is None else server_details_file
+    )
+    instance_type = FALLBACK_INSTANCE_TYPE if instance_type is None else instance_type
+
+    session = boto3.Session(profile_name=iam_profile, region_name="us-east-2")
+
+    try:
+        with open(server_details_file, "r") as saved_details_file:
+            existing_details = json.load(saved_details_file)
+    except:
+        existing_details = {"domain": domain_name, "cidr": ssh_ip_block}
+
+    with open(server_details_file, "w+") as saved_details_file:
+        # Get a ssl certificate for the domain
+        cert_details = existing_details.get("cert_details")
+        if cert_details is None:
+            print("Getting a certificate for the given domain...")
+            cert_details = ec2_helpers.get_certificate(session, domain_name)
+            existing_details["cert_details"] = cert_details
+            update_details(saved_details_file, existing_details)
+        else:
+            print("Using existing certificate")
+
+        # Create a hosted zone for the given domain
+        hosted_zone_id = existing_details.get("hosted_zone_id")
+        if hosted_zone_id is None:
+            print("Creating hosted zone for the given domain...")
+            hosted_zone_id = ec2_helpers.create_hosted_zone(session, domain_name)
+            existing_details["hosted_zone_id"] = hosted_zone_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing hosted zone {hosted_zone_id}")
+
+        # Create the VPC to hold the servers
+        vpc_details = existing_details.get("vpc_details")
+        if vpc_details is None:
+            print("Initializing VPC...")
+            vpc_details = ec2_helpers.create_mephisto_vpc(session)
+            existing_details["vpc_details"] = vpc_details
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing vpc {vpc_details['vpc_id']}")
+
+        # Set up a security group for everything
+        security_group_id = existing_details.get("security_group_id")
+        if security_group_id is None:
+            print("Creating security group...")
+            security_group_id = ec2_helpers.create_security_group(
+                session, vpc_details["vpc_id"], ssh_ip_block
+            )
+            existing_details["security_group_id"] = security_group_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing security group {security_group_id}")
+
+        # Create a keypair for the server
+        key_pair_filename = existing_details.get("key_pair_filename")
+        if key_pair_filename is None:
+            print(f"Generating keypair named {key_pair_name}")
+            key_pair_filename = ec2_helpers.create_key_pair(session, key_pair_name)
+            existing_details["key_pair_filename"] = key_pair_filename
+            existing_details["key_pair_name"] = key_pair_name
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing keypair at {key_pair_filename}")
+
+        # Create the instance running the fallback server
+        instance_id = existing_details.get("instance_id")
+        if instance_id is None:
+            print("Creating a new instance for fallback server...")
+            instance_id = ec2_helpers.create_instance(
+                session,
+                key_pair_name,
+                security_group_id,
+                vpc_details["subnet_1_id"],
+                "mephisto-default-fallover",
+                instance_type=instance_type,
+            )
+            existing_details["instance_id"] = instance_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing instance {instance_id}")
+
+        # Create load balancer
+        balancer_arn = existing_details.get("balancer_arn")
+        if balancer_arn is None:
+            print("Creating load balancer...")
+            balancer_arn = ec2_helpers.create_load_balancer(
+                session,
+                [vpc_details["subnet_1_id"], vpc_details["subnet_2_id"]],
+                security_group_id,
+                vpc_details["vpc_id"],
+            )
+
+            print("Registering to hosted zone")
+            ec2_helpers.register_zone_records(
+                session,
+                existing_details["hosted_zone_id"],
+                domain_name,
+                balancer_arn,
+                cert_details["Name"],
+                cert_details["Value"],
+            )
+
+            existing_details["balancer_arn"] = balancer_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing balancer {balancer_arn}")
+
+        # Create the target group for the fallback instance
+        target_group_arn = existing_details.get("target_group_arn")
+        if target_group_arn is None:
+            print("Creating target group...")
+            target_group_arn = ec2_helpers.create_target_group(
+                session, vpc_details["vpc_id"], instance_id
+            )
+            existing_details["target_group_arn"] = target_group_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing target group {target_group_arn}")
+
+        # Create listener in balancer to direct to target group
+        listener_arn = existing_details.get("listener_arn")
+        if listener_arn is None:
+            print("Creating listener for load balancer...")
+            listener_arn = ec2_helpers.configure_base_balancer(
+                session,
+                balancer_arn,
+                cert_details["arn"],
+                target_group_arn,
+            )
+            existing_details["listener_arn"] = listener_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing listener {listener_arn}")
+
+        # Finally, deploy the fallback server contents:
+        ec2_helpers.deploy_fallback_server(
+            session, instance_id, key_pair_name, access_logs_key
+        )
+        existing_details["access_logs_key"] = access_logs_key
+        update_details(saved_details_file, existing_details)
+
+    return existing_details
+
+
+# TODO(CLEAN) Hydrize
+def main():
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+    ec2_helpers.setup_ec2_credentials(iam_role_name)
+
+    domain_name = input("Please provide the domain name you will be using\n>> ")
+    ssh_ip_block = input("Provide the CIDR IP block for ssh access\n>> ")
+    access_logs_key = input(
+        "Please provide a key password to use for accessing server logs\n>> "
+    )
+    launch_ec2_fallback(iam_role_name, domain_name, ssh_ip_block, access_logs_key)
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + update_details(open_file, new_data: Dict[str, Any]): +
+ +
+ View Source + 
def update_details(
+    open_file,
+    new_data: Dict[str, Any],
+):
+    """
+    Overwrite the contents of the open file with the given data.
+    """
+    open_file.seek(0)
+    open_file.truncate(0)
+    json.dump(new_data, open_file, sort_keys=True, indent=4)
+
+ +
+ +

Overwrite the contents of the open file with the given data.

+
+ + +
+
+
#   + + + def + launch_ec2_fallback( + iam_profile: str, + domain_name: str, + ssh_ip_block: str, + access_logs_key: str, + key_pair_name: str = 'mephisto-server-key', + server_details_file: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/servers/fallback.json', + instance_type: str = 't2.nano' +) -> Dict[str, Any]: +
+ +
+ View Source + 
def launch_ec2_fallback(
+    iam_profile: str,  # Iam role name, should be saved in aws credentials
+    domain_name: str,
+    ssh_ip_block: str,
+    access_logs_key: str,
+    key_pair_name: str = DEFAULT_KEY_PAIR_NAME,
+    server_details_file: str = DEFAULT_FALLBACK_FILE,
+    instance_type: str = FALLBACK_INSTANCE_TYPE,
+) -> Dict[str, Any]:
+    """
+    This function is used to set up a mephisto
+    vpc and fallback server for the AWS setup. At the moment
+    it requires that you already have a domain registered,
+    and it is up to you to delegate the domain to the
+    amazon nameservers created by this function. This
+    function will request the ssl certificate from amazon
+
+    At the moment, it only works on the us-east region.
+    Feel free to open a PR to extend this functionality
+    if you need another region!
+    """
+    assert not domain_name.startswith("www."), (
+        "You should provide a domain name without www, like 'example.com', "
+        "or 'crowdsourcing.example.com'"
+    )
+    key_pair_name = DEFAULT_KEY_PAIR_NAME if key_pair_name is None else key_pair_name
+    server_details_file = (
+        DEFAULT_FALLBACK_FILE if server_details_file is None else server_details_file
+    )
+    instance_type = FALLBACK_INSTANCE_TYPE if instance_type is None else instance_type
+
+    session = boto3.Session(profile_name=iam_profile, region_name="us-east-2")
+
+    try:
+        with open(server_details_file, "r") as saved_details_file:
+            existing_details = json.load(saved_details_file)
+    except:
+        existing_details = {"domain": domain_name, "cidr": ssh_ip_block}
+
+    with open(server_details_file, "w+") as saved_details_file:
+        # Get a ssl certificate for the domain
+        cert_details = existing_details.get("cert_details")
+        if cert_details is None:
+            print("Getting a certificate for the given domain...")
+            cert_details = ec2_helpers.get_certificate(session, domain_name)
+            existing_details["cert_details"] = cert_details
+            update_details(saved_details_file, existing_details)
+        else:
+            print("Using existing certificate")
+
+        # Create a hosted zone for the given domain
+        hosted_zone_id = existing_details.get("hosted_zone_id")
+        if hosted_zone_id is None:
+            print("Creating hosted zone for the given domain...")
+            hosted_zone_id = ec2_helpers.create_hosted_zone(session, domain_name)
+            existing_details["hosted_zone_id"] = hosted_zone_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing hosted zone {hosted_zone_id}")
+
+        # Create the VPC to hold the servers
+        vpc_details = existing_details.get("vpc_details")
+        if vpc_details is None:
+            print("Initializing VPC...")
+            vpc_details = ec2_helpers.create_mephisto_vpc(session)
+            existing_details["vpc_details"] = vpc_details
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing vpc {vpc_details['vpc_id']}")
+
+        # Set up a security group for everything
+        security_group_id = existing_details.get("security_group_id")
+        if security_group_id is None:
+            print("Creating security group...")
+            security_group_id = ec2_helpers.create_security_group(
+                session, vpc_details["vpc_id"], ssh_ip_block
+            )
+            existing_details["security_group_id"] = security_group_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing security group {security_group_id}")
+
+        # Create a keypair for the server
+        key_pair_filename = existing_details.get("key_pair_filename")
+        if key_pair_filename is None:
+            print(f"Generating keypair named {key_pair_name}")
+            key_pair_filename = ec2_helpers.create_key_pair(session, key_pair_name)
+            existing_details["key_pair_filename"] = key_pair_filename
+            existing_details["key_pair_name"] = key_pair_name
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing keypair at {key_pair_filename}")
+
+        # Create the instance running the fallback server
+        instance_id = existing_details.get("instance_id")
+        if instance_id is None:
+            print("Creating a new instance for fallback server...")
+            instance_id = ec2_helpers.create_instance(
+                session,
+                key_pair_name,
+                security_group_id,
+                vpc_details["subnet_1_id"],
+                "mephisto-default-fallover",
+                instance_type=instance_type,
+            )
+            existing_details["instance_id"] = instance_id
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing instance {instance_id}")
+
+        # Create load balancer
+        balancer_arn = existing_details.get("balancer_arn")
+        if balancer_arn is None:
+            print("Creating load balancer...")
+            balancer_arn = ec2_helpers.create_load_balancer(
+                session,
+                [vpc_details["subnet_1_id"], vpc_details["subnet_2_id"]],
+                security_group_id,
+                vpc_details["vpc_id"],
+            )
+
+            print("Registering to hosted zone")
+            ec2_helpers.register_zone_records(
+                session,
+                existing_details["hosted_zone_id"],
+                domain_name,
+                balancer_arn,
+                cert_details["Name"],
+                cert_details["Value"],
+            )
+
+            existing_details["balancer_arn"] = balancer_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing balancer {balancer_arn}")
+
+        # Create the target group for the fallback instance
+        target_group_arn = existing_details.get("target_group_arn")
+        if target_group_arn is None:
+            print("Creating target group...")
+            target_group_arn = ec2_helpers.create_target_group(
+                session, vpc_details["vpc_id"], instance_id
+            )
+            existing_details["target_group_arn"] = target_group_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing target group {target_group_arn}")
+
+        # Create listener in balancer to direct to target group
+        listener_arn = existing_details.get("listener_arn")
+        if listener_arn is None:
+            print("Creating listener for load balancer...")
+            listener_arn = ec2_helpers.configure_base_balancer(
+                session,
+                balancer_arn,
+                cert_details["arn"],
+                target_group_arn,
+            )
+            existing_details["listener_arn"] = listener_arn
+            update_details(saved_details_file, existing_details)
+        else:
+            print(f"Using existing listener {listener_arn}")
+
+        # Finally, deploy the fallback server contents:
+        ec2_helpers.deploy_fallback_server(
+            session, instance_id, key_pair_name, access_logs_key
+        )
+        existing_details["access_logs_key"] = access_logs_key
+        update_details(saved_details_file, existing_details)
+
+    return existing_details
+
+ +
+ +

This function is used to set up a mephisto +vpc and fallback server for the AWS setup. At the moment +it requires that you already have a domain registered, +and it is up to you to delegate the domain to the +amazon nameservers created by this function. This +function will request the ssl certificate from amazon

+ +

At the moment, it only works on the us-east region. +Feel free to open a PR to extend this functionality +if you need another region!

+
+ + +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    iam_role_name = input("Please enter local profile name for IAM role\n>> ")
+    ec2_helpers.setup_ec2_credentials(iam_role_name)
+
+    domain_name = input("Please provide the domain name you will be using\n>> ")
+    ssh_ip_block = input("Provide the CIDR IP block for ssh access\n>> ")
+    access_logs_key = input(
+        "Please provide a key password to use for accessing server logs\n>> "
+    )
+    launch_ec2_fallback(iam_role_name, domain_name, ssh_ip_block, access_logs_key)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/heroku_architect.html b/docs/web/static/python_api/mephisto/abstractions/architects/heroku_architect.html new file mode 100644 index 000000000..e572571e7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/heroku_architect.html @@ -0,0 +1,1922 @@ + + + + + + + + + mephisto.abstractions.architects.heroku_architect API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.heroku_architect

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import getpass
+import glob
+import hashlib
+import netrc
+import os
+import platform
+import sh  # type: ignore
+import shlex
+import shutil
+import subprocess
+import sys
+import time
+import requests
+import re
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.utils.dirs import get_mephisto_tmp_dir
+from mephisto.abstractions.architect import Architect, ArchitectArgs
+from mephisto.abstractions.architects.router.build_router import build_router
+from mephisto.abstractions.architects.channels.websocket_channel import WebsocketChannel
+from mephisto.operations.registry import register_mephisto_abstraction
+from typing import Any, Tuple, List, Dict, Optional, TYPE_CHECKING, Callable
+
+if TYPE_CHECKING:
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+ARCHITECT_TYPE = "heroku"
+
+USER_NAME = getpass.getuser()
+HEROKU_SERVER_BUILD_DIRECTORY = "heroku_server"
+HEROKU_CLIENT_URL = (
+    "https://cli-assets.heroku.com/heroku-cli/channels/stable/heroku-cli"
+)
+
+HEROKU_WAIT_TIME = 3
+
+HEROKU_TMP_DIR = os.path.join(get_mephisto_tmp_dir(), "heroku")
+os.makedirs(HEROKU_TMP_DIR, exist_ok=True)
+
+
+@dataclass
+class HerokuArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    use_hobby: bool = field(
+        default=False, metadata={"help": "Launch on the Heroku Hobby tier"}
+    )
+    heroku_team: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku team to use for this launch"}
+    )
+    heroku_app_name: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku app name to use for this launch"}
+    )
+    heroku_config_args: Dict[str, str] = field(
+        default_factory=dict,
+        metadata={
+            "help": "str:str dict containing all heroku config variables to set for the app"
+        },
+    )
+
+
+@register_mephisto_abstraction()
+class HerokuArchitect(Architect):
+    """
+    Sets up a server on heroku and deploys the task on that server
+    """
+
+    ArgsClass = HerokuArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Ensure heroku credentials are setup, then prepare the necessary files
+        for launching for this task.
+
+        All necessary paths should be built in the init or stored in the database
+        such that a re-init on the same task run can pull the server information.
+
+        This means that we can shutdown a server that is still running after a
+        catastrophic failure.
+        """
+        # TODO(#102) put the expected info into the MephistoDB rather than storing here?
+        # Servers will have a status which needs to be kept track of.
+        self.args = args
+        self.task_run = task_run
+        self.deploy_name = f"{task_run.get_task().task_name}_{task_run.db_id}"
+        self.build_dir = build_dir_root
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.heroku_config_args = dict(args.architect.heroku_config_args)
+
+        # Cache-able parameters
+        self.__heroku_app_name: Optional[str] = args.architect.get(
+            "heroku_app_name", None
+        )
+        self.__heroku_executable_path: Optional[str] = None
+        self.__heroku_user_identifier: Optional[str] = None
+
+        self.created = False
+
+    def _get_socket_urls(self) -> List[str]:
+        """Returns the path to the heroku app socket"""
+        heroku_app_name = self.__get_app_name()
+        return ["wss://{}.herokuapp.com/".format(heroku_app_name)]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"heroku_channel_{self.deploy_name}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Heroku architects need to download the file
+        """
+        heroku_app_name = self.__get_app_name()
+        target_url = (
+            f"https://{heroku_app_name}.herokuapp.com/download_file/{target_filename}"
+        )
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+        try:
+            output = subprocess.check_output(
+                shlex.split(heroku_executable_path + " auth:whoami")
+            )
+        except subprocess.CalledProcessError:
+            raise Exception(
+                "A free Heroku account is required for launching tasks via "
+                "the HerokuArchitect. Please register at "
+                "https://signup.heroku.com/ and run `{} login -i` at the terminal "
+                "to login to Heroku before trying to use HerokuArchitect."
+                "".format(heroku_executable_path)
+            )
+        return
+
+    @staticmethod
+    def get_heroku_client_path() -> str:
+        """
+        Get the path to the heroku executable client, download a new one if it
+        doesnt exist.
+        """
+        print("Locating heroku...")
+        # Install Heroku CLI
+        os_name = None
+        bit_architecture = None
+
+        # Get the platform we are working on
+        if sys.platform == "darwin":  # Mac OS X
+            os_name = "darwin"
+        elif sys.platform.startswith("linux"):  # Linux
+            os_name = "linux"
+        else:
+            os_name = "windows"
+
+        # Find our architecture
+        bit_architecture_info = platform.architecture()[0]
+        if "64bit" in bit_architecture_info:
+            bit_architecture = "x64"
+        else:
+            bit_architecture = "x86"
+
+        # Find existing heroku files to use
+        existing_heroku_directory_names = glob.glob(
+            os.path.join(HEROKU_TMP_DIR, "heroku-cli-*")
+        )
+        if len(existing_heroku_directory_names) == 0:
+            print("Getting heroku")
+            if os.path.exists(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")):
+                os.remove(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz"))
+
+            # Get the heroku client and unzip
+            tar_path = os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")
+            sh.wget(
+                shlex.split(
+                    "{}-{}-{}.tar.gz -O {}".format(
+                        HEROKU_CLIENT_URL, os_name, bit_architecture, tar_path
+                    )
+                )
+            )
+            sh.tar(shlex.split(f"-xvzf {tar_path} -C {HEROKU_TMP_DIR}"))
+
+            # Clean up the tar
+            if os.path.exists(tar_path):
+                os.remove(tar_path)
+
+        heroku_directory_name = os.path.basename(
+            glob.glob(os.path.join(HEROKU_TMP_DIR, "heroku-cli-*"))[0]
+        )
+        heroku_directory_path = os.path.join(HEROKU_TMP_DIR, heroku_directory_name)
+        return os.path.join(heroku_directory_path, "bin", "heroku")
+
+    @staticmethod
+    def get_user_identifier() -> Tuple[str, str]:
+        """
+        Get heroku credentials for the current logged-in user
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+
+        # get heroku credentials
+        heroku_user_identifier = None
+        while not heroku_user_identifier:
+            try:
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:whoami")
+                )
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:token")
+                )
+                heroku_user_identifier = netrc.netrc(
+                    os.path.join(os.path.expanduser("~"), ".netrc")
+                ).hosts["api.heroku.com"][0]
+            except subprocess.CalledProcessError:
+                print(
+                    "A free Heroku account is required for launching Public tasks. "
+                    "Please register at https://signup.heroku.com/ and run `{} "
+                    "login -i` at the terminal to login to Heroku, and then run this "
+                    "program again.".format(heroku_executable_path)
+                )
+                raise Exception("Please login to heroku before trying again.")
+        return heroku_executable_path, heroku_user_identifier
+
+    def __get_heroku_client(self) -> Tuple[str, str]:
+        """
+        Get an authorized heroku client path and authorization token
+        """
+        if (
+            self.__heroku_executable_path is None
+            or self.__heroku_user_identifier is None
+        ):
+            (
+                heroku_executable_path,
+                heroku_user_identifier,
+            ) = HerokuArchitect.get_user_identifier()
+            self.__heroku_executable_path = heroku_executable_path
+            self.__heroku_user_identifier = heroku_user_identifier
+        return self.__heroku_executable_path, self.__heroku_user_identifier
+
+    def __get_build_directory(self) -> str:
+        """
+        Return the string where the server should be built in.
+        """
+        return os.path.join(
+            self.build_dir,
+            "{}_{}".format(HEROKU_SERVER_BUILD_DIRECTORY, self.deploy_name),
+        )
+
+    def __get_app_name(self) -> str:
+        """
+        Get the name of the heroku app associated with this task
+        """
+        if self.__heroku_app_name is None:
+            _, heroku_user_identifier = self.__get_heroku_client()
+            heroku_app_name = (
+                "{}-{}-{}".format(
+                    USER_NAME,
+                    self.deploy_name,
+                    hashlib.md5(heroku_user_identifier.encode("utf-8")).hexdigest(),
+                )
+            )[:30]
+            heroku_app_name = heroku_app_name.replace("_", "-")
+            while heroku_app_name[-1] == "-":
+                heroku_app_name = heroku_app_name[:-1]
+            self.__heroku_app_name = re.sub(r"[^a-zA-Z0-9-]", "", heroku_app_name)
+        return self.__heroku_app_name
+
+    def __compile_server(self) -> str:
+        """
+        Move the required task files to a specific directory to be deployed to
+        heroku directly. Return the location that the packaged files are
+        now prepared in.
+        """
+        print("Building server files...")
+        heroku_server_development_root = self.__get_build_directory()
+        os.makedirs(heroku_server_development_root)
+        heroku_server_development_path = self.server_dir = build_router(
+            heroku_server_development_root,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        return heroku_server_development_path
+
+    def __setup_heroku_server(self) -> str:
+        """
+        Deploy the server using the setup server directory, return the URL
+        """
+
+        heroku_executable_path, heroku_user_identifier = self.__get_heroku_client()
+        server_dir = self.__get_build_directory()
+
+        print("Heroku: Starting server...")
+
+        heroku_server_directory_path = os.path.join(server_dir, "router")
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} init"))
+
+        heroku_app_name = self.__get_app_name()
+
+        # Create or attach to the server
+        return_dir = os.getcwd()
+        os.chdir(heroku_server_directory_path)
+        try:
+            if self.args.architect.get("heroku_team", None) is not None:
+                subprocess.check_output(
+                    shlex.split(
+                        "{} create {} --team {}".format(
+                            heroku_executable_path,
+                            heroku_app_name,
+                            self.args.architect.heroku_team,
+                        )
+                    )
+                )
+            else:
+                subprocess.check_output(
+                    shlex.split(
+                        "{} create {}".format(heroku_executable_path, heroku_app_name)
+                    )
+                )
+                self.created = True
+        except subprocess.CalledProcessError as e:  # User has too many apps?
+            logger.exception(e, exc_info=True)
+            sh.rm(shlex.split("-rf {}".format(heroku_server_directory_path)))
+            raise Exception(
+                "An exception has occurred when launching your heroku app. This "
+                "can commonly occur when you have hit your limit on concurrent "
+                "apps in heroku, especially if you are running multiple tasks "
+                "at once. It also may occur if the app-name generated for your "
+                "task is using illegal characters for heroku. Check the logs "
+                "above for confirmation.\n"
+                "If the issue is indeed the concurrent server cap, Please wait for"
+                " some of your existing tasks to complete. If you have no tasks "
+                "running, login to heroku and delete some of the running apps or "
+                "verify your account to allow more concurrent apps"
+            )
+
+        # Enable WebSockets
+        try:
+            subprocess.check_output(
+                shlex.split(
+                    "{} features:enable http-session-affinity".format(
+                        heroku_executable_path
+                    )
+                )
+            )
+        except subprocess.CalledProcessError:  # Already enabled WebSockets
+            pass
+        os.chdir(return_dir)
+
+        # push config args, as desired
+        if len(self.heroku_config_args) > 0:
+            config_strs = [
+                f"{config_key}={config_val}"
+                for config_key, config_val in self.heroku_config_args.items()
+            ]
+            full_config_str = " ".join(config_strs)
+            subprocess.check_output(
+                shlex.split(
+                    f"{heroku_executable_path} config:set -a {heroku_app_name} {full_config_str}"
+                )
+            )
+
+        # commit and push to the heroku server
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} add -A"))
+        sh.git(shlex.split(f'-C {heroku_server_directory_path} commit -m "app"'))
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} push -f heroku master"))
+
+        os.chdir(heroku_server_directory_path)
+        subprocess.check_output(
+            shlex.split("{} ps:scale web=1".format(heroku_executable_path))
+        )
+
+        if self.args.architect.use_hobby is True:
+            try:
+                subprocess.check_output(
+                    shlex.split("{} dyno:type Hobby".format(heroku_executable_path))
+                )
+            except subprocess.CalledProcessError:  # User doesn't have hobby access
+                self.__delete_heroku_server()
+                sh.rm(shlex.split("-rf {}".format(heroku_server_directory_path)))
+                raise Exception(
+                    "Server launched with hobby flag but account cannot create "
+                    "hobby servers."
+                )
+        os.chdir(return_dir)
+
+        time.sleep(HEROKU_WAIT_TIME)
+
+        return "https://{}.herokuapp.com".format(heroku_app_name)
+
+    def __delete_heroku_server(self):
+        """
+        Remove the heroku server associated with this task run
+        """
+        heroku_executable_path, heroku_user_identifier = self.__get_heroku_client()
+        heroku_app_name = self.__get_app_name()
+        print("Heroku: Deleting server: {}".format(heroku_app_name))
+        subprocess.check_output(
+            shlex.split(
+                "{} destroy {} --confirm {}".format(
+                    heroku_executable_path, heroku_app_name, heroku_app_name
+                )
+            )
+        )
+        time.sleep(HEROKU_WAIT_TIME)
+
+    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        heroku_executable_path, _token = self.__get_heroku_client()
+        app_name = self.__get_app_name()
+        output = subprocess.check_output(shlex.split(heroku_executable_path + " apps"))
+        all_apps = str(output, "utf-8")
+        return app_name in all_apps
+
+    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_heroku_server()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        sh.rm(shlex.split("-rf {}".format(server_dir)))
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_heroku_server()
+
+ +
+ +
+
+
+ #   + + + class + HerokuArchitectArgs(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class HerokuArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    use_hobby: bool = field(
+        default=False, metadata={"help": "Launch on the Heroku Hobby tier"}
+    )
+    heroku_team: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku team to use for this launch"}
+    )
+    heroku_app_name: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku app name to use for this launch"}
+    )
+    heroku_config_args: Dict[str, str] = field(
+        default_factory=dict,
+        metadata={
+            "help": "str:str dict containing all heroku config variables to set for the app"
+        },
+    )
+
+ +
+ +

Additional arguments for configuring a heroku architect

+
+ + +
+
#   + + + HerokuArchitectArgs( + _architect_type: str = 'heroku', + server_type: str = 'node', + server_source_path: str = '???', + use_hobby: bool = False, + heroku_team: Union[str, NoneType] = '???', + heroku_app_name: Union[str, NoneType] = '???', + heroku_config_args: Dict[str, str] = <factory> +) +
+ + + + +
+
+
#   + + use_hobby: bool = False +
+ + + + +
+
+
#   + + heroku_team: Union[str, NoneType] = '???' +
+ + + + +
+
+
#   + + heroku_app_name: Union[str, NoneType] = '???' +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + HerokuArchitect(mephisto.abstractions.architect.Architect): +
+ +
+ View Source + 
class HerokuArchitect(Architect):
+    """
+    Sets up a server on heroku and deploys the task on that server
+    """
+
+    ArgsClass = HerokuArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Ensure heroku credentials are setup, then prepare the necessary files
+        for launching for this task.
+
+        All necessary paths should be built in the init or stored in the database
+        such that a re-init on the same task run can pull the server information.
+
+        This means that we can shutdown a server that is still running after a
+        catastrophic failure.
+        """
+        # TODO(#102) put the expected info into the MephistoDB rather than storing here?
+        # Servers will have a status which needs to be kept track of.
+        self.args = args
+        self.task_run = task_run
+        self.deploy_name = f"{task_run.get_task().task_name}_{task_run.db_id}"
+        self.build_dir = build_dir_root
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.heroku_config_args = dict(args.architect.heroku_config_args)
+
+        # Cache-able parameters
+        self.__heroku_app_name: Optional[str] = args.architect.get(
+            "heroku_app_name", None
+        )
+        self.__heroku_executable_path: Optional[str] = None
+        self.__heroku_user_identifier: Optional[str] = None
+
+        self.created = False
+
+    def _get_socket_urls(self) -> List[str]:
+        """Returns the path to the heroku app socket"""
+        heroku_app_name = self.__get_app_name()
+        return ["wss://{}.herokuapp.com/".format(heroku_app_name)]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"heroku_channel_{self.deploy_name}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Heroku architects need to download the file
+        """
+        heroku_app_name = self.__get_app_name()
+        target_url = (
+            f"https://{heroku_app_name}.herokuapp.com/download_file/{target_filename}"
+        )
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+        try:
+            output = subprocess.check_output(
+                shlex.split(heroku_executable_path + " auth:whoami")
+            )
+        except subprocess.CalledProcessError:
+            raise Exception(
+                "A free Heroku account is required for launching tasks via "
+                "the HerokuArchitect. Please register at "
+                "https://signup.heroku.com/ and run `{} login -i` at the terminal "
+                "to login to Heroku before trying to use HerokuArchitect."
+                "".format(heroku_executable_path)
+            )
+        return
+
+    @staticmethod
+    def get_heroku_client_path() -> str:
+        """
+        Get the path to the heroku executable client, download a new one if it
+        doesnt exist.
+        """
+        print("Locating heroku...")
+        # Install Heroku CLI
+        os_name = None
+        bit_architecture = None
+
+        # Get the platform we are working on
+        if sys.platform == "darwin":  # Mac OS X
+            os_name = "darwin"
+        elif sys.platform.startswith("linux"):  # Linux
+            os_name = "linux"
+        else:
+            os_name = "windows"
+
+        # Find our architecture
+        bit_architecture_info = platform.architecture()[0]
+        if "64bit" in bit_architecture_info:
+            bit_architecture = "x64"
+        else:
+            bit_architecture = "x86"
+
+        # Find existing heroku files to use
+        existing_heroku_directory_names = glob.glob(
+            os.path.join(HEROKU_TMP_DIR, "heroku-cli-*")
+        )
+        if len(existing_heroku_directory_names) == 0:
+            print("Getting heroku")
+            if os.path.exists(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")):
+                os.remove(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz"))
+
+            # Get the heroku client and unzip
+            tar_path = os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")
+            sh.wget(
+                shlex.split(
+                    "{}-{}-{}.tar.gz -O {}".format(
+                        HEROKU_CLIENT_URL, os_name, bit_architecture, tar_path
+                    )
+                )
+            )
+            sh.tar(shlex.split(f"-xvzf {tar_path} -C {HEROKU_TMP_DIR}"))
+
+            # Clean up the tar
+            if os.path.exists(tar_path):
+                os.remove(tar_path)
+
+        heroku_directory_name = os.path.basename(
+            glob.glob(os.path.join(HEROKU_TMP_DIR, "heroku-cli-*"))[0]
+        )
+        heroku_directory_path = os.path.join(HEROKU_TMP_DIR, heroku_directory_name)
+        return os.path.join(heroku_directory_path, "bin", "heroku")
+
+    @staticmethod
+    def get_user_identifier() -> Tuple[str, str]:
+        """
+        Get heroku credentials for the current logged-in user
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+
+        # get heroku credentials
+        heroku_user_identifier = None
+        while not heroku_user_identifier:
+            try:
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:whoami")
+                )
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:token")
+                )
+                heroku_user_identifier = netrc.netrc(
+                    os.path.join(os.path.expanduser("~"), ".netrc")
+                ).hosts["api.heroku.com"][0]
+            except subprocess.CalledProcessError:
+                print(
+                    "A free Heroku account is required for launching Public tasks. "
+                    "Please register at https://signup.heroku.com/ and run `{} "
+                    "login -i` at the terminal to login to Heroku, and then run this "
+                    "program again.".format(heroku_executable_path)
+                )
+                raise Exception("Please login to heroku before trying again.")
+        return heroku_executable_path, heroku_user_identifier
+
+    def __get_heroku_client(self) -> Tuple[str, str]:
+        """
+        Get an authorized heroku client path and authorization token
+        """
+        if (
+            self.__heroku_executable_path is None
+            or self.__heroku_user_identifier is None
+        ):
+            (
+                heroku_executable_path,
+                heroku_user_identifier,
+            ) = HerokuArchitect.get_user_identifier()
+            self.__heroku_executable_path = heroku_executable_path
+            self.__heroku_user_identifier = heroku_user_identifier
+        return self.__heroku_executable_path, self.__heroku_user_identifier
+
+    def __get_build_directory(self) -> str:
+        """
+        Return the string where the server should be built in.
+        """
+        return os.path.join(
+            self.build_dir,
+            "{}_{}".format(HEROKU_SERVER_BUILD_DIRECTORY, self.deploy_name),
+        )
+
+    def __get_app_name(self) -> str:
+        """
+        Get the name of the heroku app associated with this task
+        """
+        if self.__heroku_app_name is None:
+            _, heroku_user_identifier = self.__get_heroku_client()
+            heroku_app_name = (
+                "{}-{}-{}".format(
+                    USER_NAME,
+                    self.deploy_name,
+                    hashlib.md5(heroku_user_identifier.encode("utf-8")).hexdigest(),
+                )
+            )[:30]
+            heroku_app_name = heroku_app_name.replace("_", "-")
+            while heroku_app_name[-1] == "-":
+                heroku_app_name = heroku_app_name[:-1]
+            self.__heroku_app_name = re.sub(r"[^a-zA-Z0-9-]", "", heroku_app_name)
+        return self.__heroku_app_name
+
+    def __compile_server(self) -> str:
+        """
+        Move the required task files to a specific directory to be deployed to
+        heroku directly. Return the location that the packaged files are
+        now prepared in.
+        """
+        print("Building server files...")
+        heroku_server_development_root = self.__get_build_directory()
+        os.makedirs(heroku_server_development_root)
+        heroku_server_development_path = self.server_dir = build_router(
+            heroku_server_development_root,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        return heroku_server_development_path
+
+    def __setup_heroku_server(self) -> str:
+        """
+        Deploy the server using the setup server directory, return the URL
+        """
+
+        heroku_executable_path, heroku_user_identifier = self.__get_heroku_client()
+        server_dir = self.__get_build_directory()
+
+        print("Heroku: Starting server...")
+
+        heroku_server_directory_path = os.path.join(server_dir, "router")
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} init"))
+
+        heroku_app_name = self.__get_app_name()
+
+        # Create or attach to the server
+        return_dir = os.getcwd()
+        os.chdir(heroku_server_directory_path)
+        try:
+            if self.args.architect.get("heroku_team", None) is not None:
+                subprocess.check_output(
+                    shlex.split(
+                        "{} create {} --team {}".format(
+                            heroku_executable_path,
+                            heroku_app_name,
+                            self.args.architect.heroku_team,
+                        )
+                    )
+                )
+            else:
+                subprocess.check_output(
+                    shlex.split(
+                        "{} create {}".format(heroku_executable_path, heroku_app_name)
+                    )
+                )
+                self.created = True
+        except subprocess.CalledProcessError as e:  # User has too many apps?
+            logger.exception(e, exc_info=True)
+            sh.rm(shlex.split("-rf {}".format(heroku_server_directory_path)))
+            raise Exception(
+                "An exception has occurred when launching your heroku app. This "
+                "can commonly occur when you have hit your limit on concurrent "
+                "apps in heroku, especially if you are running multiple tasks "
+                "at once. It also may occur if the app-name generated for your "
+                "task is using illegal characters for heroku. Check the logs "
+                "above for confirmation.\n"
+                "If the issue is indeed the concurrent server cap, Please wait for"
+                " some of your existing tasks to complete. If you have no tasks "
+                "running, login to heroku and delete some of the running apps or "
+                "verify your account to allow more concurrent apps"
+            )
+
+        # Enable WebSockets
+        try:
+            subprocess.check_output(
+                shlex.split(
+                    "{} features:enable http-session-affinity".format(
+                        heroku_executable_path
+                    )
+                )
+            )
+        except subprocess.CalledProcessError:  # Already enabled WebSockets
+            pass
+        os.chdir(return_dir)
+
+        # push config args, as desired
+        if len(self.heroku_config_args) > 0:
+            config_strs = [
+                f"{config_key}={config_val}"
+                for config_key, config_val in self.heroku_config_args.items()
+            ]
+            full_config_str = " ".join(config_strs)
+            subprocess.check_output(
+                shlex.split(
+                    f"{heroku_executable_path} config:set -a {heroku_app_name} {full_config_str}"
+                )
+            )
+
+        # commit and push to the heroku server
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} add -A"))
+        sh.git(shlex.split(f'-C {heroku_server_directory_path} commit -m "app"'))
+        sh.git(shlex.split(f"-C {heroku_server_directory_path} push -f heroku master"))
+
+        os.chdir(heroku_server_directory_path)
+        subprocess.check_output(
+            shlex.split("{} ps:scale web=1".format(heroku_executable_path))
+        )
+
+        if self.args.architect.use_hobby is True:
+            try:
+                subprocess.check_output(
+                    shlex.split("{} dyno:type Hobby".format(heroku_executable_path))
+                )
+            except subprocess.CalledProcessError:  # User doesn't have hobby access
+                self.__delete_heroku_server()
+                sh.rm(shlex.split("-rf {}".format(heroku_server_directory_path)))
+                raise Exception(
+                    "Server launched with hobby flag but account cannot create "
+                    "hobby servers."
+                )
+        os.chdir(return_dir)
+
+        time.sleep(HEROKU_WAIT_TIME)
+
+        return "https://{}.herokuapp.com".format(heroku_app_name)
+
+    def __delete_heroku_server(self):
+        """
+        Remove the heroku server associated with this task run
+        """
+        heroku_executable_path, heroku_user_identifier = self.__get_heroku_client()
+        heroku_app_name = self.__get_app_name()
+        print("Heroku: Deleting server: {}".format(heroku_app_name))
+        subprocess.check_output(
+            shlex.split(
+                "{} destroy {} --confirm {}".format(
+                    heroku_executable_path, heroku_app_name, heroku_app_name
+                )
+            )
+        )
+        time.sleep(HEROKU_WAIT_TIME)
+
+    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        heroku_executable_path, _token = self.__get_heroku_client()
+        app_name = self.__get_app_name()
+        output = subprocess.check_output(shlex.split(heroku_executable_path + " apps"))
+        all_apps = str(output, "utf-8")
+        return app_name in all_apps
+
+    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_heroku_server()
+
+    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        sh.rm(shlex.split("-rf {}".format(server_dir)))
+
+    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_heroku_server()
+
+ +
+ +

Sets up a server on heroku and deploys the task on that server

+
+ + +
+
#   + + + HerokuArchitect( + db: mephisto.abstractions.database.MephistoDB, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + task_run: mephisto.data_model.task_run.TaskRun, + build_dir_root: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """
+        Ensure heroku credentials are setup, then prepare the necessary files
+        for launching for this task.
+
+        All necessary paths should be built in the init or stored in the database
+        such that a re-init on the same task run can pull the server information.
+
+        This means that we can shutdown a server that is still running after a
+        catastrophic failure.
+        """
+        # TODO(#102) put the expected info into the MephistoDB rather than storing here?
+        # Servers will have a status which needs to be kept track of.
+        self.args = args
+        self.task_run = task_run
+        self.deploy_name = f"{task_run.get_task().task_name}_{task_run.db_id}"
+        self.build_dir = build_dir_root
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+        self.heroku_config_args = dict(args.architect.heroku_config_args)
+
+        # Cache-able parameters
+        self.__heroku_app_name: Optional[str] = args.architect.get(
+            "heroku_app_name", None
+        )
+        self.__heroku_executable_path: Optional[str] = None
+        self.__heroku_user_identifier: Optional[str] = None
+
+        self.created = False
+
+ +
+ +

Ensure heroku credentials are setup, then prepare the necessary files +for launching for this task.

+ +

All necessary paths should be built in the init or stored in the database +such that a re-init on the same task run can pull the server information.

+ +

This means that we can shutdown a server that is still running after a +catastrophic failure.

+
+ + +
+
+
#   + + ARCHITECT_TYPE: str = 'heroku' +
+ + + + +
+
+
#   + + + def + get_channels( + self, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType] +) -> list[mephisto.abstractions._subcomponents.channel.Channel]: +
+ +
+ View Source + 
    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"heroku_channel_{self.deploy_name}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+ +
+ +

Return a list of all relevant channels that the ClientIOHandler +will need to register to in order to function

+
+ + +
+
+
#   + + + def + download_file(self, target_filename: str, save_dir: str) -> None: +
+ +
+ View Source + 
    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Heroku architects need to download the file
+        """
+        heroku_app_name = self.__get_app_name()
+        target_url = (
+            f"https://{heroku_app_name}.herokuapp.com/download_file/{target_filename}"
+        )
+        dest_path = os.path.join(save_dir, target_filename)
+        r = requests.get(target_url, stream=True)
+
+        with open(dest_path, "wb") as out_file:
+            for chunk in r.iter_content(chunk_size=1024):
+                if chunk:
+                    out_file.write(chunk)
+
+ +
+ +

Heroku architects need to download the file

+
+ + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work.
+
+        This should include throwing an exception if the architect
+        needs login details or something similar given the
+        arguments passed in.
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+        try:
+            output = subprocess.check_output(
+                shlex.split(heroku_executable_path + " auth:whoami")
+            )
+        except subprocess.CalledProcessError:
+            raise Exception(
+                "A free Heroku account is required for launching tasks via "
+                "the HerokuArchitect. Please register at "
+                "https://signup.heroku.com/ and run `{} login -i` at the terminal "
+                "to login to Heroku before trying to use HerokuArchitect."
+                "".format(heroku_executable_path)
+            )
+        return
+
+ +
+ +

Assert that the provided arguments are valid. Should +fail if a task launched with these arguments would +not work.

+ +

This should include throwing an exception if the architect +needs login details or something similar given the +arguments passed in.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + get_heroku_client_path() -> str: +
+ +
+ View Source + 
    @staticmethod
+    def get_heroku_client_path() -> str:
+        """
+        Get the path to the heroku executable client, download a new one if it
+        doesnt exist.
+        """
+        print("Locating heroku...")
+        # Install Heroku CLI
+        os_name = None
+        bit_architecture = None
+
+        # Get the platform we are working on
+        if sys.platform == "darwin":  # Mac OS X
+            os_name = "darwin"
+        elif sys.platform.startswith("linux"):  # Linux
+            os_name = "linux"
+        else:
+            os_name = "windows"
+
+        # Find our architecture
+        bit_architecture_info = platform.architecture()[0]
+        if "64bit" in bit_architecture_info:
+            bit_architecture = "x64"
+        else:
+            bit_architecture = "x86"
+
+        # Find existing heroku files to use
+        existing_heroku_directory_names = glob.glob(
+            os.path.join(HEROKU_TMP_DIR, "heroku-cli-*")
+        )
+        if len(existing_heroku_directory_names) == 0:
+            print("Getting heroku")
+            if os.path.exists(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")):
+                os.remove(os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz"))
+
+            # Get the heroku client and unzip
+            tar_path = os.path.join(HEROKU_TMP_DIR, "heroku.tar.gz")
+            sh.wget(
+                shlex.split(
+                    "{}-{}-{}.tar.gz -O {}".format(
+                        HEROKU_CLIENT_URL, os_name, bit_architecture, tar_path
+                    )
+                )
+            )
+            sh.tar(shlex.split(f"-xvzf {tar_path} -C {HEROKU_TMP_DIR}"))
+
+            # Clean up the tar
+            if os.path.exists(tar_path):
+                os.remove(tar_path)
+
+        heroku_directory_name = os.path.basename(
+            glob.glob(os.path.join(HEROKU_TMP_DIR, "heroku-cli-*"))[0]
+        )
+        heroku_directory_path = os.path.join(HEROKU_TMP_DIR, heroku_directory_name)
+        return os.path.join(heroku_directory_path, "bin", "heroku")
+
+ +
+ +

Get the path to the heroku executable client, download a new one if it +doesnt exist.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + get_user_identifier() -> Tuple[str, str]: +
+ +
+ View Source + 
    @staticmethod
+    def get_user_identifier() -> Tuple[str, str]:
+        """
+        Get heroku credentials for the current logged-in user
+        """
+        heroku_executable_path = HerokuArchitect.get_heroku_client_path()
+
+        # get heroku credentials
+        heroku_user_identifier = None
+        while not heroku_user_identifier:
+            try:
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:whoami")
+                )
+                output = subprocess.check_output(
+                    shlex.split(heroku_executable_path + " auth:token")
+                )
+                heroku_user_identifier = netrc.netrc(
+                    os.path.join(os.path.expanduser("~"), ".netrc")
+                ).hosts["api.heroku.com"][0]
+            except subprocess.CalledProcessError:
+                print(
+                    "A free Heroku account is required for launching Public tasks. "
+                    "Please register at https://signup.heroku.com/ and run `{} "
+                    "login -i` at the terminal to login to Heroku, and then run this "
+                    "program again.".format(heroku_executable_path)
+                )
+                raise Exception("Please login to heroku before trying again.")
+        return heroku_executable_path, heroku_user_identifier
+
+ +
+ +

Get heroku credentials for the current logged-in user

+
+ + +
+
+
#   + + + def + server_is_running(self) -> bool: +
+ +
+ View Source + 
    def server_is_running(self) -> bool:
+        """
+        Utility function to check if the given heroku app (by app-name) is
+        still running
+        """
+        heroku_executable_path, _token = self.__get_heroku_client()
+        app_name = self.__get_app_name()
+        output = subprocess.check_output(shlex.split(heroku_executable_path + " apps"))
+        all_apps = str(output, "utf-8")
+        return app_name in all_apps
+
+ +
+ +

Utility function to check if the given heroku app (by app-name) is +still running

+
+ + +
+
+
#   + + + def + build_is_clean(self) -> bool: +
+ +
+ View Source + 
    def build_is_clean(self) -> bool:
+        """
+        Utility function to see if the build has been cleaned up
+        """
+        server_dir = self.__get_build_directory()
+        return not os.path.exists(server_dir)
+
+ +
+ +

Utility function to see if the build has been cleaned up

+
+ + +
+
+
#   + + + def + prepare(self) -> str: +
+ +
+ View Source + 
    def prepare(self) -> str:
+        """
+        Produce the server files that will be deployed to the server
+        """
+        return self.__compile_server()
+
+ +
+ +

Produce the server files that will be deployed to the server

+
+ + +
+
+
#   + + + def + deploy(self) -> str: +
+ +
+ View Source + 
    def deploy(self) -> str:
+        """
+        Launch the server, and push the task files to the server. Return
+        the server URL
+        """
+        return self.__setup_heroku_server()
+
+ +
+ +

Launch the server, and push the task files to the server. Return +the server URL

+
+ + +
+
+
#   + + + def + cleanup(self) -> None: +
+ +
+ View Source + 
    def cleanup(self) -> None:
+        """
+        Remove any files that were used for the deployment process that
+        no longer need to be kept track of now that the task has
+        been launched.
+        """
+        server_dir = self.__get_build_directory()
+        sh.rm(shlex.split("-rf {}".format(server_dir)))
+
+ +
+ +

Remove any files that were used for the deployment process that +no longer need to be kept track of now that the task has +been launched.

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """
+        Shut down the server launched by this Architect, as stored
+        in the db.
+        """
+        if self.created:  # only delete the server if it's created by us
+            self.__delete_heroku_server()
+
+ +
+ +

Shut down the server launched by this Architect, as stored +in the db.

+
+ + +
+
+
+
+ #   + + + class + HerokuArchitect.ArgsClass(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class HerokuArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a heroku architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    use_hobby: bool = field(
+        default=False, metadata={"help": "Launch on the Heroku Hobby tier"}
+    )
+    heroku_team: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku team to use for this launch"}
+    )
+    heroku_app_name: Optional[str] = field(
+        default=MISSING, metadata={"help": "Heroku app name to use for this launch"}
+    )
+    heroku_config_args: Dict[str, str] = field(
+        default_factory=dict,
+        metadata={
+            "help": "str:str dict containing all heroku config variables to set for the app"
+        },
+    )
+
+ +
+ +

Additional arguments for configuring a heroku architect

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/local_architect.html b/docs/web/static/python_api/mephisto/abstractions/architects/local_architect.html new file mode 100644 index 000000000..7a244f1e6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/local_architect.html @@ -0,0 +1,1057 @@ + + + + + + + + + mephisto.abstractions.architects.local_architect API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.local_architect

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import os
+import signal
+import subprocess
+import sh  # type: ignore
+import shutil
+import shlex
+import time
+import requests
+
+from mephisto.abstractions.architect import Architect, ArchitectArgs
+from dataclasses import dataclass, field
+from mephisto.operations.registry import register_mephisto_abstraction
+from typing import Any, Optional, Dict, List, TYPE_CHECKING, Callable
+
+if TYPE_CHECKING:
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+    from argparse import _ArgumentGroup as ArgumentGroup
+    from omegaconf import DictConfig
+    from mephisto.abstractions.blueprint import SharedTaskState
+
+from mephisto.abstractions.architects.router.build_router import build_router
+from mephisto.abstractions.architects.channels.websocket_channel import WebsocketChannel
+from mephisto.utils.dirs import get_mephisto_tmp_dir
+
+ARCHITECT_TYPE = "local"
+
+
+@dataclass
+class LocalArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a local architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    hostname: str = field(
+        default="localhost", metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+
+@register_mephisto_abstraction()
+class LocalArchitect(Architect):
+    """
+    Provides methods for setting up a server locally and deploying tasks
+    onto that server.
+    """
+
+    ArgsClass = LocalArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        # TODO(#102) move some of this into the db, server status
+        # needs to be in order to restart
+        self.server_process_pid: Optional[int] = None
+        self.server_process: Optional[subprocess.Popen] = None
+        self.server_dir: Optional[str] = None
+        self.running_dir: Optional[str] = None
+        self.hostname: Optional[str] = args.architect.hostname
+        self.port: Optional[str] = args.architect.port
+        self.cleanup_called = False
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+
+    def _get_socket_urls(self) -> List[str]:
+        """Return the path to the local server socket"""
+        assert self.hostname is not None, "No hostname for socket"
+        assert self.port is not None, "No ports for socket"
+        if "https://" in self.hostname:
+            basename = self.hostname.split("https://")[1]
+            protocol = "wss"
+        elif "http://" in self.hostname:
+            basename = self.hostname.split("http://")[1]
+            protocol = "ws"
+        else:
+            basename = self.hostname
+            protocol = "ws"
+
+        if basename in ["localhost", "127.0.0.1"]:
+            protocol = "ws"
+
+        return [f"{protocol}://{basename}:{self.port}/"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"local_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Local architects can just move from the local directory
+        """
+        assert self.running_dir is not None, "cannot download a file if not running"
+        source_file = os.path.join("/tmp/", target_filename)
+        dest_path = os.path.join(save_dir, target_filename)
+        shutil.copy2(source_file, dest_path)
+
+    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.server_dir = build_router(
+            self.build_dir,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        return self.server_dir
+
+    def deploy(self) -> str:
+        """Deploy the server from a local folder for this task"""
+        assert self.server_dir is not None, "Deploy called before prepare"
+        self.running_dir = os.path.join(
+            get_mephisto_tmp_dir(), f"local_server_{self.task_run_id}", "server"
+        )
+        shutil.copytree(self.server_dir, self.running_dir, symlinks=True)
+
+        return_dir = os.getcwd()
+        os.chdir(self.running_dir)
+        if self.server_type == "node":
+            self.server_process = subprocess.Popen(
+                ["node", "server.js"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        elif self.server_type == "flask":
+            self.server_process = subprocess.Popen(
+                ["python", "app.py"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        my_process = self.server_process
+        assert my_process is not None, "Cannot start without a process..."
+        self.server_process_pid = my_process.pid
+        os.chdir(return_dir)
+
+        time.sleep(1)
+        print("Server running locally with pid {}.".format(self.server_process_pid))
+        host = self.hostname
+        port = self.port
+        if host is None:
+            host = input(
+                "Please enter the public server address, like https://hostname.com: "
+            )
+            self.hostname = host
+        if port is None:
+            port = input("Please enter the port given above, likely 3000: ")
+            self.port = port
+        return "{}:{}".format(host, port)
+
+    def cleanup(self) -> None:
+        """Cleanup the built directory"""
+        assert self.server_dir is not None, "Cleanup called before prepare"
+        sh.rm(shlex.split("-rf " + self.server_dir))
+
+    def shutdown(self) -> None:
+        """Find the server process, shut it down, then remove the build directory"""
+        assert self.running_dir is not None, "shutdown called before deploy"
+        if self.server_process is None:
+            assert self.server_process_pid is not None, "No server id to kill"
+            os.kill(self.server_process_pid, signal.SIGTERM)
+        else:
+            self.server_process.terminate()
+            self.server_process.wait()
+        sh.rm(shlex.split("-rf " + self.running_dir))
+
+ +
+ +
+
+
+ #   + + + class + LocalArchitectArgs(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class LocalArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a local architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    hostname: str = field(
+        default="localhost", metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+ +
+ +

Additional arguments for configuring a local architect

+
+ + +
+
#   + + + LocalArchitectArgs( + _architect_type: str = 'local', + server_type: str = 'node', + server_source_path: str = '???', + hostname: str = 'localhost', + port: str = '3000' +) +
+ + + + +
+
+
#   + + hostname: str = 'localhost' +
+ + + + +
+
+
#   + + port: str = '3000' +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + LocalArchitect(mephisto.abstractions.architect.Architect): +
+ +
+ View Source + 
class LocalArchitect(Architect):
+    """
+    Provides methods for setting up a server locally and deploying tasks
+    onto that server.
+    """
+
+    ArgsClass = LocalArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        # TODO(#102) move some of this into the db, server status
+        # needs to be in order to restart
+        self.server_process_pid: Optional[int] = None
+        self.server_process: Optional[subprocess.Popen] = None
+        self.server_dir: Optional[str] = None
+        self.running_dir: Optional[str] = None
+        self.hostname: Optional[str] = args.architect.hostname
+        self.port: Optional[str] = args.architect.port
+        self.cleanup_called = False
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+
+    def _get_socket_urls(self) -> List[str]:
+        """Return the path to the local server socket"""
+        assert self.hostname is not None, "No hostname for socket"
+        assert self.port is not None, "No ports for socket"
+        if "https://" in self.hostname:
+            basename = self.hostname.split("https://")[1]
+            protocol = "wss"
+        elif "http://" in self.hostname:
+            basename = self.hostname.split("http://")[1]
+            protocol = "ws"
+        else:
+            basename = self.hostname
+            protocol = "ws"
+
+        if basename in ["localhost", "127.0.0.1"]:
+            protocol = "ws"
+
+        return [f"{protocol}://{basename}:{self.port}/"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"local_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Local architects can just move from the local directory
+        """
+        assert self.running_dir is not None, "cannot download a file if not running"
+        source_file = os.path.join("/tmp/", target_filename)
+        dest_path = os.path.join(save_dir, target_filename)
+        shutil.copy2(source_file, dest_path)
+
+    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.server_dir = build_router(
+            self.build_dir,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        return self.server_dir
+
+    def deploy(self) -> str:
+        """Deploy the server from a local folder for this task"""
+        assert self.server_dir is not None, "Deploy called before prepare"
+        self.running_dir = os.path.join(
+            get_mephisto_tmp_dir(), f"local_server_{self.task_run_id}", "server"
+        )
+        shutil.copytree(self.server_dir, self.running_dir, symlinks=True)
+
+        return_dir = os.getcwd()
+        os.chdir(self.running_dir)
+        if self.server_type == "node":
+            self.server_process = subprocess.Popen(
+                ["node", "server.js"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        elif self.server_type == "flask":
+            self.server_process = subprocess.Popen(
+                ["python", "app.py"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        my_process = self.server_process
+        assert my_process is not None, "Cannot start without a process..."
+        self.server_process_pid = my_process.pid
+        os.chdir(return_dir)
+
+        time.sleep(1)
+        print("Server running locally with pid {}.".format(self.server_process_pid))
+        host = self.hostname
+        port = self.port
+        if host is None:
+            host = input(
+                "Please enter the public server address, like https://hostname.com: "
+            )
+            self.hostname = host
+        if port is None:
+            port = input("Please enter the port given above, likely 3000: ")
+            self.port = port
+        return "{}:{}".format(host, port)
+
+    def cleanup(self) -> None:
+        """Cleanup the built directory"""
+        assert self.server_dir is not None, "Cleanup called before prepare"
+        sh.rm(shlex.split("-rf " + self.server_dir))
+
+    def shutdown(self) -> None:
+        """Find the server process, shut it down, then remove the build directory"""
+        assert self.running_dir is not None, "shutdown called before deploy"
+        if self.server_process is None:
+            assert self.server_process_pid is not None, "No server id to kill"
+            os.kill(self.server_process_pid, signal.SIGTERM)
+        else:
+            self.server_process.terminate()
+            self.server_process.wait()
+        sh.rm(shlex.split("-rf " + self.running_dir))
+
+ +
+ +

Provides methods for setting up a server locally and deploying tasks +onto that server.

+
+ + +
+
#   + + + LocalArchitect( + db: mephisto.abstractions.database.MephistoDB, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + task_run: mephisto.data_model.task_run.TaskRun, + build_dir_root: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        # TODO(#102) move some of this into the db, server status
+        # needs to be in order to restart
+        self.server_process_pid: Optional[int] = None
+        self.server_process: Optional[subprocess.Popen] = None
+        self.server_dir: Optional[str] = None
+        self.running_dir: Optional[str] = None
+        self.hostname: Optional[str] = args.architect.hostname
+        self.port: Optional[str] = args.architect.port
+        self.cleanup_called = False
+        self.server_type = args.architect.server_type
+        self.server_source_path = args.architect.get("server_source_path", None)
+
+ +
+ +

Create an architect for use in testing

+
+ + +
+
+
#   + + ARCHITECT_TYPE: str = 'local' +
+ + + + +
+
+
#   + + + def + get_channels( + self, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType] +) -> list[mephisto.abstractions._subcomponents.channel.Channel]: +
+ +
+ View Source + 
    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"local_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+ +
+ +

Return a list of all relevant channels that the ClientIOHandler +will need to register to in order to function

+
+ + +
+
+
#   + + + def + download_file(self, target_filename: str, save_dir: str) -> None: +
+ +
+ View Source + 
    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Local architects can just move from the local directory
+        """
+        assert self.running_dir is not None, "cannot download a file if not running"
+        source_file = os.path.join("/tmp/", target_filename)
+        dest_path = os.path.join(save_dir, target_filename)
+        shutil.copy2(source_file, dest_path)
+
+ +
+ +

Local architects can just move from the local directory

+
+ + +
+
+
#   + + + def + prepare(self) -> str: +
+ +
+ View Source + 
    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.server_dir = build_router(
+            self.build_dir,
+            self.task_run,
+            version=self.server_type,
+            server_source_path=self.server_source_path,
+        )
+        return self.server_dir
+
+ +
+ +

Mark the preparation call

+
+ + +
+
+
#   + + + def + deploy(self) -> str: +
+ +
+ View Source + 
    def deploy(self) -> str:
+        """Deploy the server from a local folder for this task"""
+        assert self.server_dir is not None, "Deploy called before prepare"
+        self.running_dir = os.path.join(
+            get_mephisto_tmp_dir(), f"local_server_{self.task_run_id}", "server"
+        )
+        shutil.copytree(self.server_dir, self.running_dir, symlinks=True)
+
+        return_dir = os.getcwd()
+        os.chdir(self.running_dir)
+        if self.server_type == "node":
+            self.server_process = subprocess.Popen(
+                ["node", "server.js"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        elif self.server_type == "flask":
+            self.server_process = subprocess.Popen(
+                ["python", "app.py"],
+                preexec_fn=os.setpgrp,
+                env=dict(os.environ, PORT=f"{self.port}"),
+            )
+        my_process = self.server_process
+        assert my_process is not None, "Cannot start without a process..."
+        self.server_process_pid = my_process.pid
+        os.chdir(return_dir)
+
+        time.sleep(1)
+        print("Server running locally with pid {}.".format(self.server_process_pid))
+        host = self.hostname
+        port = self.port
+        if host is None:
+            host = input(
+                "Please enter the public server address, like https://hostname.com: "
+            )
+            self.hostname = host
+        if port is None:
+            port = input("Please enter the port given above, likely 3000: ")
+            self.port = port
+        return "{}:{}".format(host, port)
+
+ +
+ +

Deploy the server from a local folder for this task

+
+ + +
+
+
#   + + + def + cleanup(self) -> None: +
+ +
+ View Source + 
    def cleanup(self) -> None:
+        """Cleanup the built directory"""
+        assert self.server_dir is not None, "Cleanup called before prepare"
+        sh.rm(shlex.split("-rf " + self.server_dir))
+
+ +
+ +

Cleanup the built directory

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Find the server process, shut it down, then remove the build directory"""
+        assert self.running_dir is not None, "shutdown called before deploy"
+        if self.server_process is None:
+            assert self.server_process_pid is not None, "No server id to kill"
+            os.kill(self.server_process_pid, signal.SIGTERM)
+        else:
+            self.server_process.terminate()
+            self.server_process.wait()
+        sh.rm(shlex.split("-rf " + self.running_dir))
+
+ +
+ +

Find the server process, shut it down, then remove the build directory

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + LocalArchitect.ArgsClass(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class LocalArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a local architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    hostname: str = field(
+        default="localhost", metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+ +
+ +

Additional arguments for configuring a local architect

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/mock_architect.html b/docs/web/static/python_api/mephisto/abstractions/architects/mock_architect.html new file mode 100644 index 000000000..ab1234185 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/mock_architect.html @@ -0,0 +1,2190 @@ + + + + + + + + + mephisto.abstractions.architects.mock_architect API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.mock_architect

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import tornado
+from tornado.websocket import WebSocketHandler
+import os
+import threading
+import uuid
+import json
+import time
+
+from mephisto.abstractions.architect import Architect, ArchitectArgs
+from dataclasses import dataclass, field
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model.packet import (
+    PACKET_TYPE_ALIVE,
+    PACKET_TYPE_SUBMIT_ONBOARDING,
+    PACKET_TYPE_SUBMIT_UNIT,
+    PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE,
+    PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+    PACKET_TYPE_REGISTER_AGENT,
+    PACKET_TYPE_AGENT_DETAILS,
+    PACKET_TYPE_UPDATE_STATUS,
+    PACKET_TYPE_REQUEST_STATUSES,
+    PACKET_TYPE_RETURN_STATUSES,
+    PACKET_TYPE_ERROR,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+from mephisto.abstractions.architects.channels.websocket_channel import WebsocketChannel
+from typing import List, Dict, Any, Optional, TYPE_CHECKING, Callable
+
+if TYPE_CHECKING:
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+    from argparse import _ArgumentGroup as ArgumentGroup
+    from omegaconf import DictConfig
+    from mephisto.abstractions.blueprint import SharedTaskState
+
+MOCK_DEPLOY_URL = "MOCK_DEPLOY_URL"
+ARCHITECT_TYPE = "mock"
+
+
+def get_rand_id():
+    return str(uuid.uuid4())
+
+
+@dataclass
+class MockArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a mock architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    should_run_server: bool = field(
+        default=False, metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+
+class SocketHandler(WebSocketHandler):
+    def __init__(self, *args, **kwargs):
+        self.subs: Dict[int, "SocketHandler"] = kwargs.pop("subs")
+        self.app: "MockServer" = kwargs.pop("app")
+        self.sid = get_rand_id()
+        super().__init__(*args, **kwargs)
+
+    def open(self):
+        """
+        Opens a websocket and assigns a random UUID that is stored in the class-level
+        `subs` variable.
+        """
+        if self.sid not in self.subs.values():
+            self.subs[self.sid] = self
+
+    def on_close(self):
+        """
+        Runs when a socket is closed.
+        """
+        del self.subs[self.sid]
+
+    def on_message(self, message_text):
+        """
+        Callback that runs when a new message is received from a client See the
+        chat_service README for the resultant message structure.
+        Args:
+            message_text: A stringified JSON object with a text or attachment key.
+                `text` should contain a string message and `attachment` is a dict.
+                See `WebsocketAgent.put_data` for more information about the
+                attachment dict structure.
+        """
+        message = json.loads(message_text)
+        if message["packet_type"] == PACKET_TYPE_ALIVE:
+            self.app.last_alive_packet = message
+        elif message["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] != PACKET_TYPE_REQUEST_STATUSES:
+            self.app.last_packet = message
+
+    def check_origin(self, origin):
+        return True
+
+
+class AliveHandler(tornado.web.RequestHandler):
+    """Simple handler for is_alive"""
+
+    def get(self, eids):
+        pass  # Default behavior returns 200
+
+
+class MockServer(tornado.web.Application):
+    """
+    Tornado-based server that with hooks for sending specific
+    messages through socket connections and such
+    """
+
+    def __init__(self, port):
+        self.subs = {}
+        self.port = port
+        self.running_instance = None
+        self.last_alive_packet: Optional[Dict[str, Any]] = None
+        self.actions_observed = 0
+        self.last_packet: Optional[Dict[str, Any]] = None
+        tornado_settings = {
+            "autoescape": None,
+            "debug": "/dbg/" in __file__,
+            "compiled_template_cache": False,
+            "static_url_prefix": "/static/",
+            "debug": True,
+        }
+        handlers = [
+            ("/socket", SocketHandler, {"subs": self.subs, "app": self}),
+            ("/is_alive", AliveHandler, {}),
+        ]
+        super(MockServer, self).__init__(handlers, **tornado_settings)
+
+    def __server_thread_fn(self):
+        """
+        Main loop for the application
+        """
+        self.running_instance = tornado.ioloop.IOLoop()
+        http_server = tornado.httpserver.HTTPServer(self, max_buffer_size=1024**3)
+        http_server.listen(self.port)
+        self.running_instance.start()
+        http_server.stop()
+
+    def _get_sub(self):
+        """Return the subscriber socket to write to"""
+        return list(self.subs.values())[0]
+
+    def _send_message(self, message):
+        """Send the given message back to the mephisto client"""
+        failed_attempts = 0
+        last_exception = None
+        while failed_attempts < 5:
+            try:
+                socket = self._get_sub()
+                message_json = json.dumps(message)
+                socket.write_message(message_json)
+                last_exception = None
+                break
+            except Exception as e:
+                last_exception = e
+                time.sleep(0.2)
+                failed_attempts += 1
+            finally:
+                time.sleep(0.1)
+        if last_exception is not None:
+            raise last_exception
+
+    def send_agent_act(self, agent_id, act_content):
+        """
+        Send a packet from the given agent with
+        the given content
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+                "subject_id": agent_id,
+                "data": act_content,
+            }
+        )
+
+    def register_mock_agent(self, worker_name, agent_details):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_REGISTER_AGENT,
+                "subject_id": "MockServer",
+                "data": {
+                    "request_id": agent_details,
+                    "provider_data": {
+                        "worker_name": worker_name,
+                        "agent_registration_id": agent_details,
+                    },
+                },
+            }
+        )
+
+    def submit_mock_unit(self, agent_id, submit_data):
+        """
+        Send a packet asking to submit data.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_UNIT,
+                "subject_id": agent_id,
+                "data": submit_data,
+            }
+        )
+
+    def register_mock_agent_after_onboarding(self, worker_id, agent_id, onboard_data):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_ONBOARDING,
+                "subject_id": agent_id,
+                "data": {
+                    "request_id": "1234",
+                    "onboarding_data": onboard_data,
+                },
+            }
+        )
+
+    def disconnect_mock_agent(self, agent_id):
+        """
+        Mark a mock agent as disconnected.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_RETURN_STATUSES,
+                "subject_id": "Mephisto",
+                "data": {agent_id: AgentState.STATUS_DISCONNECT},
+            }
+        )
+
+    def launch_mock(self):
+        """
+        Start the primary loop for this application
+        """
+        self.__server_thread = threading.Thread(
+            target=self.__server_thread_fn, name="mock-server-thread"
+        )
+        self.__server_thread.start()
+
+    def shutdown_mock(self):
+        """
+        Defined to shutown the tornado application.
+        """
+
+        def stop_and_free():
+            self.running_instance.stop()
+
+        self.running_instance.add_callback(stop_and_free)
+        self.__server_thread.join()
+
+
+@register_mephisto_abstraction()
+class MockArchitect(Architect):
+    """
+    The MockArchitect runs a mock server on the localhost so that
+    we can send special packets and assert connections have been made
+    """
+
+    ArgsClass = MockArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        self.should_run_server = args.architect.should_run_server
+        self.port = args.architect.port
+        self.server: Optional["MockServer"] = None
+        # TODO(#651) track state in parent class?
+        self.prepared = False
+        self.deployed = False
+        self.cleaned = False
+        self.did_shutdown = False
+
+    def _get_socket_urls(self) -> List[str]:
+        """Return the path to the local server socket"""
+        assert self.port is not None, "No ports for socket"
+        return [f"ws://localhost:{self.port}/socket"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"mock_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Mock architects can just pretend to write a file
+        """
+        with open(os.path.join(save_dir, target_filename), "wb") as fp:
+            fp.write(b"mock\n")
+
+    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.prepared = True
+        built_dir = os.path.join(
+            self.build_dir, "mock_build_{}".format(self.task_run_id)
+        )
+        os.makedirs(built_dir)
+        return built_dir
+
+    def deploy(self) -> str:
+        """Mock a deploy or deploy a mock server, depending on settings"""
+        self.deployed = True
+        if not self.should_run_server:
+            return MOCK_DEPLOY_URL
+        else:
+            self.server = MockServer(self.port)
+            self.server.launch_mock()
+            return f"http://localhost:{self.port}/"
+
+    def cleanup(self) -> None:
+        """Mark the cleanup call"""
+        self.cleaned = True
+
+    def shutdown(self) -> None:
+        """Mark the shutdown call"""
+        self.did_shutdown = True
+        if self.should_run_server and self.server is not None:
+            self.server.shutdown_mock()
+
+ +
+ +
+
+
#   + + + def + get_rand_id(): +
+ +
+ View Source + 
def get_rand_id():
+    return str(uuid.uuid4())
+
+ +
+ + + +
+
+
+ #   + + + class + MockArchitectArgs(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class MockArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a mock architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    should_run_server: bool = field(
+        default=False, metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+ +
+ +

Additional arguments for configuring a mock architect

+
+ + +
+
#   + + + MockArchitectArgs( + _architect_type: str = 'mock', + server_type: str = 'node', + server_source_path: str = '???', + should_run_server: bool = False, + port: str = '3000' +) +
+ + + + +
+
+
#   + + should_run_server: bool = False +
+ + + + +
+
+
#   + + port: str = '3000' +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + SocketHandler(tornado.websocket.WebSocketHandler): +
+ +
+ View Source + 
class SocketHandler(WebSocketHandler):
+    def __init__(self, *args, **kwargs):
+        self.subs: Dict[int, "SocketHandler"] = kwargs.pop("subs")
+        self.app: "MockServer" = kwargs.pop("app")
+        self.sid = get_rand_id()
+        super().__init__(*args, **kwargs)
+
+    def open(self):
+        """
+        Opens a websocket and assigns a random UUID that is stored in the class-level
+        `subs` variable.
+        """
+        if self.sid not in self.subs.values():
+            self.subs[self.sid] = self
+
+    def on_close(self):
+        """
+        Runs when a socket is closed.
+        """
+        del self.subs[self.sid]
+
+    def on_message(self, message_text):
+        """
+        Callback that runs when a new message is received from a client See the
+        chat_service README for the resultant message structure.
+        Args:
+            message_text: A stringified JSON object with a text or attachment key.
+                `text` should contain a string message and `attachment` is a dict.
+                See `WebsocketAgent.put_data` for more information about the
+                attachment dict structure.
+        """
+        message = json.loads(message_text)
+        if message["packet_type"] == PACKET_TYPE_ALIVE:
+            self.app.last_alive_packet = message
+        elif message["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] != PACKET_TYPE_REQUEST_STATUSES:
+            self.app.last_packet = message
+
+    def check_origin(self, origin):
+        return True
+
+ +
+ +

Subclass this class to create a basic WebSocket handler.

+ +

Override on_message to handle incoming messages, and use +write_message to send messages to the client. You can also +override open and on_close to handle opened and closed +connections.

+ +

Custom upgrade response headers can be sent by overriding +~tornado.web.RequestHandler.set_default_headers or +~tornado.web.RequestHandler.prepare.

+ +

See http://dev.w3.org/html5/websockets/ for details on the +JavaScript interface. The protocol is specified at +http://tools.ietf.org/html/rfc6455.

+ +

Here is an example WebSocket handler that echos back all received messages +back to the client:

+ +

.. testcode::

+ +

class EchoWebSocket(tornado.websocket.WebSocketHandler): + def open(self): + print("WebSocket opened")

+ +
  def on_message(self, message):
+      self.write_message(u"You said: " + message)
+
+  def on_close(self):
+      print("WebSocket closed")
+
+ +

.. testoutput:: + :hide:

+ +

WebSockets are not standard HTTP connections. The "handshake" is +HTTP, but after the handshake, the protocol is +message-based. Consequently, most of the Tornado HTTP facilities +are not available in handlers of this type. The only communication +methods available to you are write_message(), ping(), and +close(). Likewise, your request handler class should implement +open() method rather than get() or post().

+ +

If you map the handler above to /websocket in your application, you can +invoke it in JavaScript with::

+ +

var ws = new WebSocket("ws://localhost:8888/websocket"); + ws.onopen = function() { + ws.send("Hello, world"); + }; + ws.onmessage = function (evt) { + alert(evt.data); + };

+ +

This script pops up an alert box that says "You said: Hello, world".

+ +

Web browsers allow any site to open a websocket connection to any other, +instead of using the same-origin policy that governs other network +access from javascript. This can be surprising and is a potential +security hole, so since Tornado 4.0 WebSocketHandler requires +applications that wish to receive cross-origin websockets to opt in +by overriding the ~WebSocketHandler.check_origin method (see that +method's docs for details). Failure to do so is the most likely +cause of 403 errors when making a websocket connection.

+ +

When using a secure websocket connection (wss://) with a self-signed +certificate, the connection from a browser may fail because it wants +to show the "accept this certificate" dialog but has nowhere to show it. +You must first visit a regular HTML page using the same certificate +to accept it before the websocket connection will succeed.

+ +

If the application setting websocket_ping_interval has a non-zero +value, a ping will be sent periodically, and the connection will be +closed if a response is not received before the websocket_ping_timeout.

+ +

Messages larger than the websocket_max_message_size application setting +(default 10MiB) will not be accepted.

+ +

.. versionchanged:: 4.5 + Added websocket_ping_interval, websocket_ping_timeout, and + websocket_max_message_size.

+
+ + +
+
#   + + + SocketHandler(*args, **kwargs) +
+ +
+ View Source + 
    def __init__(self, *args, **kwargs):
+        self.subs: Dict[int, "SocketHandler"] = kwargs.pop("subs")
+        self.app: "MockServer" = kwargs.pop("app")
+        self.sid = get_rand_id()
+        super().__init__(*args, **kwargs)
+
+ +
+ + + +
+
+
#   + + + def + open(self): +
+ +
+ View Source + 
    def open(self):
+        """
+        Opens a websocket and assigns a random UUID that is stored in the class-level
+        `subs` variable.
+        """
+        if self.sid not in self.subs.values():
+            self.subs[self.sid] = self
+
+ +
+ +

Opens a websocket and assigns a random UUID that is stored in the class-level +subs variable.

+
+ + +
+
+
#   + + + def + on_close(self): +
+ +
+ View Source + 
    def on_close(self):
+        """
+        Runs when a socket is closed.
+        """
+        del self.subs[self.sid]
+
+ +
+ +

Runs when a socket is closed.

+
+ + +
+
+
#   + + + def + on_message(self, message_text): +
+ +
+ View Source + 
    def on_message(self, message_text):
+        """
+        Callback that runs when a new message is received from a client See the
+        chat_service README for the resultant message structure.
+        Args:
+            message_text: A stringified JSON object with a text or attachment key.
+                `text` should contain a string message and `attachment` is a dict.
+                See `WebsocketAgent.put_data` for more information about the
+                attachment dict structure.
+        """
+        message = json.loads(message_text)
+        if message["packet_type"] == PACKET_TYPE_ALIVE:
+            self.app.last_alive_packet = message
+        elif message["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            self.app.actions_observed += 1
+        elif message["packet_type"] != PACKET_TYPE_REQUEST_STATUSES:
+            self.app.last_packet = message
+
+ +
+ +

Callback that runs when a new message is received from a client See the +chat_service README for the resultant message structure. +Args: + message_text: A stringified JSON object with a text or attachment key. + text should contain a string message and attachment is a dict. + See WebsocketAgent.put_data for more information about the + attachment dict structure.

+
+ + +
+
+
#   + + + def + check_origin(self, origin): +
+ +
+ View Source + 
    def check_origin(self, origin):
+        return True
+
+ +
+ +

Override to enable support for allowing alternate origins.

+ +

The origin argument is the value of the Origin HTTP +header, the url responsible for initiating this request. This +method is not called for clients that do not send this header; +such requests are always allowed (because all browsers that +implement WebSockets support this header, and non-browser +clients do not have the same cross-site security concerns).

+ +

Should return True to accept the request or False to +reject it. By default, rejects all requests with an origin on +a host other than this one.

+ +

This is a security protection against cross site scripting attacks on +browsers, since WebSockets are allowed to bypass the usual same-origin +policies and don't use CORS headers.

+ +

.. warning::

+ +

This is an important security measure; don't disable it + without understanding the security implications. In + particular, if your authentication is cookie-based, you + must either restrict the origins allowed by + check_origin() or implement your own XSRF-like + protection for websocket connections. See these + <https://www.christian-schneider.net/CrossSiteWebSocketHijacking.html>_ + articles + <https://devcenter.heroku.com/articles/websocket-security>_ + for more.

+ +

To accept all cross-origin traffic (which was the default prior to +Tornado 4.0), simply override this method to always return True::

+ +
def check_origin(self, origin):
+    return True
+
+ +

To allow connections from any subdomain of your site, you might +do something like::

+ +
def check_origin(self, origin):
+    parsed_origin = urllib.parse.urlparse(origin)
+    return parsed_origin.netloc.endswith(".mydomain.com")
+
+ +

.. versionadded:: 4.0

+
+ + +
+
+
Inherited Members
+
+
tornado.websocket.WebSocketHandler
+
stream
+
get
+
ping_interval
+
ping_timeout
+
max_message_size
+
write_message
+
select_subprotocol
+
selected_subprotocol
+
get_compression_options
+
ping
+
on_pong
+
on_ping
+
close
+
set_nodelay
+
on_connection_close
+
on_ws_connection_close
+
send_error
+
get_websocket_protocol
+ +
+
tornado.web.RequestHandler
+
SUPPORTED_METHODS
+
path_args
+
path_kwargs
+
initialize
+
settings
+
head
+
post
+
delete
+
patch
+
put
+
options
+
prepare
+
on_finish
+
clear
+
set_default_headers
+
set_status
+
get_status
+
set_header
+
add_header
+
clear_header
+
get_argument
+
get_arguments
+
get_body_argument
+
get_body_arguments
+
get_query_argument
+
get_query_arguments
+
decode_argument
+
cookies
+ + + +
clear_all_cookies
+ +
create_signed_value
+ + +
redirect
+
write
+
render
+
render_linked_js
+
render_embed_js
+
render_linked_css
+
render_embed_css
+
render_string
+
get_template_namespace
+
create_template_loader
+
flush
+
finish
+
detach
+
write_error
+
locale
+
get_user_locale
+
get_browser_locale
+
current_user
+
get_current_user
+
get_login_url
+
get_template_path
+
xsrf_token
+ +
xsrf_form_html
+
static_url
+
require_setting
+
reverse_url
+
compute_etag
+
set_etag_header
+
check_etag_header
+
data_received
+
log_exception
+ +
+
+
+
+
+
+ #   + + + class + AliveHandler(tornado.web.RequestHandler): +
+ +
+ View Source + 
class AliveHandler(tornado.web.RequestHandler):
+    """Simple handler for is_alive"""
+
+    def get(self, eids):
+        pass  # Default behavior returns 200
+
+ +
+ +

Simple handler for is_alive

+
+ + +
+
#   + + + def + get(self, eids): +
+ +
+ View Source + 
    def get(self, eids):
+        pass  # Default behavior returns 200
+
+ +
+ + + +
+
+
Inherited Members
+
+
tornado.web.RequestHandler
+
RequestHandler
+
SUPPORTED_METHODS
+
path_args
+
path_kwargs
+
initialize
+
settings
+
head
+
post
+
delete
+
patch
+
put
+
options
+
prepare
+
on_finish
+
on_connection_close
+
clear
+
set_default_headers
+
set_status
+
get_status
+
set_header
+
add_header
+
clear_header
+
get_argument
+
get_arguments
+
get_body_argument
+
get_body_arguments
+
get_query_argument
+
get_query_arguments
+
decode_argument
+
cookies
+ + + +
clear_all_cookies
+ +
create_signed_value
+ + +
redirect
+
write
+
render
+
render_linked_js
+
render_embed_js
+
render_linked_css
+
render_embed_css
+
render_string
+
get_template_namespace
+
create_template_loader
+
flush
+
finish
+
detach
+
send_error
+
write_error
+
locale
+
get_user_locale
+
get_browser_locale
+
current_user
+
get_current_user
+
get_login_url
+
get_template_path
+
xsrf_token
+ +
xsrf_form_html
+
static_url
+
require_setting
+
reverse_url
+
compute_etag
+
set_etag_header
+
check_etag_header
+
data_received
+
log_exception
+ +
+
+
+
+
+
+ #   + + + class + MockServer(tornado.web.Application): +
+ +
+ View Source + 
class MockServer(tornado.web.Application):
+    """
+    Tornado-based server that with hooks for sending specific
+    messages through socket connections and such
+    """
+
+    def __init__(self, port):
+        self.subs = {}
+        self.port = port
+        self.running_instance = None
+        self.last_alive_packet: Optional[Dict[str, Any]] = None
+        self.actions_observed = 0
+        self.last_packet: Optional[Dict[str, Any]] = None
+        tornado_settings = {
+            "autoescape": None,
+            "debug": "/dbg/" in __file__,
+            "compiled_template_cache": False,
+            "static_url_prefix": "/static/",
+            "debug": True,
+        }
+        handlers = [
+            ("/socket", SocketHandler, {"subs": self.subs, "app": self}),
+            ("/is_alive", AliveHandler, {}),
+        ]
+        super(MockServer, self).__init__(handlers, **tornado_settings)
+
+    def __server_thread_fn(self):
+        """
+        Main loop for the application
+        """
+        self.running_instance = tornado.ioloop.IOLoop()
+        http_server = tornado.httpserver.HTTPServer(self, max_buffer_size=1024**3)
+        http_server.listen(self.port)
+        self.running_instance.start()
+        http_server.stop()
+
+    def _get_sub(self):
+        """Return the subscriber socket to write to"""
+        return list(self.subs.values())[0]
+
+    def _send_message(self, message):
+        """Send the given message back to the mephisto client"""
+        failed_attempts = 0
+        last_exception = None
+        while failed_attempts < 5:
+            try:
+                socket = self._get_sub()
+                message_json = json.dumps(message)
+                socket.write_message(message_json)
+                last_exception = None
+                break
+            except Exception as e:
+                last_exception = e
+                time.sleep(0.2)
+                failed_attempts += 1
+            finally:
+                time.sleep(0.1)
+        if last_exception is not None:
+            raise last_exception
+
+    def send_agent_act(self, agent_id, act_content):
+        """
+        Send a packet from the given agent with
+        the given content
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+                "subject_id": agent_id,
+                "data": act_content,
+            }
+        )
+
+    def register_mock_agent(self, worker_name, agent_details):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_REGISTER_AGENT,
+                "subject_id": "MockServer",
+                "data": {
+                    "request_id": agent_details,
+                    "provider_data": {
+                        "worker_name": worker_name,
+                        "agent_registration_id": agent_details,
+                    },
+                },
+            }
+        )
+
+    def submit_mock_unit(self, agent_id, submit_data):
+        """
+        Send a packet asking to submit data.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_UNIT,
+                "subject_id": agent_id,
+                "data": submit_data,
+            }
+        )
+
+    def register_mock_agent_after_onboarding(self, worker_id, agent_id, onboard_data):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_ONBOARDING,
+                "subject_id": agent_id,
+                "data": {
+                    "request_id": "1234",
+                    "onboarding_data": onboard_data,
+                },
+            }
+        )
+
+    def disconnect_mock_agent(self, agent_id):
+        """
+        Mark a mock agent as disconnected.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_RETURN_STATUSES,
+                "subject_id": "Mephisto",
+                "data": {agent_id: AgentState.STATUS_DISCONNECT},
+            }
+        )
+
+    def launch_mock(self):
+        """
+        Start the primary loop for this application
+        """
+        self.__server_thread = threading.Thread(
+            target=self.__server_thread_fn, name="mock-server-thread"
+        )
+        self.__server_thread.start()
+
+    def shutdown_mock(self):
+        """
+        Defined to shutown the tornado application.
+        """
+
+        def stop_and_free():
+            self.running_instance.stop()
+
+        self.running_instance.add_callback(stop_and_free)
+        self.__server_thread.join()
+
+ +
+ +

Tornado-based server that with hooks for sending specific +messages through socket connections and such

+
+ + +
+
#   + + + MockServer(port) +
+ +
+ View Source + 
    def __init__(self, port):
+        self.subs = {}
+        self.port = port
+        self.running_instance = None
+        self.last_alive_packet: Optional[Dict[str, Any]] = None
+        self.actions_observed = 0
+        self.last_packet: Optional[Dict[str, Any]] = None
+        tornado_settings = {
+            "autoescape": None,
+            "debug": "/dbg/" in __file__,
+            "compiled_template_cache": False,
+            "static_url_prefix": "/static/",
+            "debug": True,
+        }
+        handlers = [
+            ("/socket", SocketHandler, {"subs": self.subs, "app": self}),
+            ("/is_alive", AliveHandler, {}),
+        ]
+        super(MockServer, self).__init__(handlers, **tornado_settings)
+
+ +
+ + + +
+
+
#   + + + def + send_agent_act(self, agent_id, act_content): +
+ +
+ View Source + 
    def send_agent_act(self, agent_id, act_content):
+        """
+        Send a packet from the given agent with
+        the given content
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+                "subject_id": agent_id,
+                "data": act_content,
+            }
+        )
+
+ +
+ +

Send a packet from the given agent with +the given content

+
+ + +
+
+
#   + + + def + register_mock_agent(self, worker_name, agent_details): +
+ +
+ View Source + 
    def register_mock_agent(self, worker_name, agent_details):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_REGISTER_AGENT,
+                "subject_id": "MockServer",
+                "data": {
+                    "request_id": agent_details,
+                    "provider_data": {
+                        "worker_name": worker_name,
+                        "agent_registration_id": agent_details,
+                    },
+                },
+            }
+        )
+
+ +
+ +

Send a packet asking to register a mock agent.

+
+ + +
+
+
#   + + + def + submit_mock_unit(self, agent_id, submit_data): +
+ +
+ View Source + 
    def submit_mock_unit(self, agent_id, submit_data):
+        """
+        Send a packet asking to submit data.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_UNIT,
+                "subject_id": agent_id,
+                "data": submit_data,
+            }
+        )
+
+ +
+ +

Send a packet asking to submit data.

+
+ + +
+
+
#   + + + def + register_mock_agent_after_onboarding(self, worker_id, agent_id, onboard_data): +
+ +
+ View Source + 
    def register_mock_agent_after_onboarding(self, worker_id, agent_id, onboard_data):
+        """
+        Send a packet asking to register a mock agent.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_SUBMIT_ONBOARDING,
+                "subject_id": agent_id,
+                "data": {
+                    "request_id": "1234",
+                    "onboarding_data": onboard_data,
+                },
+            }
+        )
+
+ +
+ +

Send a packet asking to register a mock agent.

+
+ + +
+
+
#   + + + def + disconnect_mock_agent(self, agent_id): +
+ +
+ View Source + 
    def disconnect_mock_agent(self, agent_id):
+        """
+        Mark a mock agent as disconnected.
+        """
+        self._send_message(
+            {
+                "packet_type": PACKET_TYPE_RETURN_STATUSES,
+                "subject_id": "Mephisto",
+                "data": {agent_id: AgentState.STATUS_DISCONNECT},
+            }
+        )
+
+ +
+ +

Mark a mock agent as disconnected.

+
+ + +
+
+
#   + + + def + launch_mock(self): +
+ +
+ View Source + 
    def launch_mock(self):
+        """
+        Start the primary loop for this application
+        """
+        self.__server_thread = threading.Thread(
+            target=self.__server_thread_fn, name="mock-server-thread"
+        )
+        self.__server_thread.start()
+
+ +
+ +

Start the primary loop for this application

+
+ + +
+
+
#   + + + def + shutdown_mock(self): +
+ +
+ View Source + 
    def shutdown_mock(self):
+        """
+        Defined to shutown the tornado application.
+        """
+
+        def stop_and_free():
+            self.running_instance.stop()
+
+        self.running_instance.add_callback(stop_and_free)
+        self.__server_thread.join()
+
+ +
+ +

Defined to shutown the tornado application.

+
+ + +
+
+
Inherited Members
+
+
tornado.web.Application
+
listen
+
add_handlers
+
add_transform
+
find_handler
+
get_handler_delegate
+
reverse_url
+
log_request
+ +
+
tornado.routing.Router
+
start_request
+ +
+
tornado.httputil.HTTPServerConnectionDelegate
+
on_close
+ +
+
+
+
+
+
+ #   + + + class + MockArchitect(mephisto.abstractions.architect.Architect): +
+ +
+ View Source + 
class MockArchitect(Architect):
+    """
+    The MockArchitect runs a mock server on the localhost so that
+    we can send special packets and assert connections have been made
+    """
+
+    ArgsClass = MockArchitectArgs
+    ARCHITECT_TYPE = ARCHITECT_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        self.should_run_server = args.architect.should_run_server
+        self.port = args.architect.port
+        self.server: Optional["MockServer"] = None
+        # TODO(#651) track state in parent class?
+        self.prepared = False
+        self.deployed = False
+        self.cleaned = False
+        self.did_shutdown = False
+
+    def _get_socket_urls(self) -> List[str]:
+        """Return the path to the local server socket"""
+        assert self.port is not None, "No ports for socket"
+        return [f"ws://localhost:{self.port}/socket"]
+
+    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"mock_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Mock architects can just pretend to write a file
+        """
+        with open(os.path.join(save_dir, target_filename), "wb") as fp:
+            fp.write(b"mock\n")
+
+    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.prepared = True
+        built_dir = os.path.join(
+            self.build_dir, "mock_build_{}".format(self.task_run_id)
+        )
+        os.makedirs(built_dir)
+        return built_dir
+
+    def deploy(self) -> str:
+        """Mock a deploy or deploy a mock server, depending on settings"""
+        self.deployed = True
+        if not self.should_run_server:
+            return MOCK_DEPLOY_URL
+        else:
+            self.server = MockServer(self.port)
+            self.server.launch_mock()
+            return f"http://localhost:{self.port}/"
+
+    def cleanup(self) -> None:
+        """Mark the cleanup call"""
+        self.cleaned = True
+
+    def shutdown(self) -> None:
+        """Mark the shutdown call"""
+        self.did_shutdown = True
+        if self.should_run_server and self.server is not None:
+            self.server.shutdown_mock()
+
+ +
+ +

The MockArchitect runs a mock server on the localhost so that +we can send special packets and assert connections have been made

+
+ + +
+
#   + + + MockArchitect( + db: mephisto.abstractions.database.MephistoDB, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + task_run: mephisto.data_model.task_run.TaskRun, + build_dir_root: str +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        task_run: "TaskRun",
+        build_dir_root: str,
+    ):
+        """Create an architect for use in testing"""
+        self.task_run = task_run
+        self.build_dir = build_dir_root
+        self.task_run_id = task_run.db_id
+        self.should_run_server = args.architect.should_run_server
+        self.port = args.architect.port
+        self.server: Optional["MockServer"] = None
+        # TODO(#651) track state in parent class?
+        self.prepared = False
+        self.deployed = False
+        self.cleaned = False
+        self.did_shutdown = False
+
+ +
+ +

Create an architect for use in testing

+
+ + +
+
+
#   + + ARCHITECT_TYPE: str = 'mock' +
+ + + + +
+
+
#   + + + def + get_channels( + self, + on_channel_open: Callable[[str], NoneType], + on_catastrophic_disconnect: Callable[[str], NoneType], + on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType] +) -> list[mephisto.abstractions._subcomponents.channel.Channel]: +
+ +
+ View Source + 
    def get_channels(
+        self,
+        on_channel_open: Callable[[str], None],
+        on_catastrophic_disconnect: Callable[[str], None],
+        on_message: Callable[[str, "Packet"], None],
+    ) -> List["Channel"]:
+        """
+        Return a list of all relevant channels that the ClientIOHandler
+        will need to register to in order to function
+        """
+        urls = self._get_socket_urls()
+        return [
+            WebsocketChannel(
+                f"mock_channel_{self.task_run_id}_{idx}",
+                on_channel_open=on_channel_open,
+                on_catastrophic_disconnect=on_catastrophic_disconnect,
+                on_message=on_message,
+                socket_url=url,
+            )
+            for idx, url in enumerate(urls)
+        ]
+
+ +
+ +

Return a list of all relevant channels that the ClientIOHandler +will need to register to in order to function

+
+ + +
+
+
#   + + + def + download_file(self, target_filename: str, save_dir: str) -> None: +
+ +
+ View Source + 
    def download_file(self, target_filename: str, save_dir: str) -> None:
+        """
+        Mock architects can just pretend to write a file
+        """
+        with open(os.path.join(save_dir, target_filename), "wb") as fp:
+            fp.write(b"mock\n")
+
+ +
+ +

Mock architects can just pretend to write a file

+
+ + +
+
+
#   + + + def + prepare(self) -> str: +
+ +
+ View Source + 
    def prepare(self) -> str:
+        """Mark the preparation call"""
+        self.prepared = True
+        built_dir = os.path.join(
+            self.build_dir, "mock_build_{}".format(self.task_run_id)
+        )
+        os.makedirs(built_dir)
+        return built_dir
+
+ +
+ +

Mark the preparation call

+
+ + +
+
+
#   + + + def + deploy(self) -> str: +
+ +
+ View Source + 
    def deploy(self) -> str:
+        """Mock a deploy or deploy a mock server, depending on settings"""
+        self.deployed = True
+        if not self.should_run_server:
+            return MOCK_DEPLOY_URL
+        else:
+            self.server = MockServer(self.port)
+            self.server.launch_mock()
+            return f"http://localhost:{self.port}/"
+
+ +
+ +

Mock a deploy or deploy a mock server, depending on settings

+
+ + +
+
+
#   + + + def + cleanup(self) -> None: +
+ +
+ View Source + 
    def cleanup(self) -> None:
+        """Mark the cleanup call"""
+        self.cleaned = True
+
+ +
+ +

Mark the cleanup call

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Mark the shutdown call"""
+        self.did_shutdown = True
+        if self.should_run_server and self.server is not None:
+            self.server.shutdown_mock()
+
+ +
+ +

Mark the shutdown call

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MockArchitect.ArgsClass(mephisto.abstractions.architect.ArchitectArgs): +
+ +
+ View Source + 
class MockArchitectArgs(ArchitectArgs):
+    """Additional arguments for configuring a mock architect"""
+
+    _architect_type: str = ARCHITECT_TYPE
+    should_run_server: bool = field(
+        default=False, metadata={"help": "Addressible location of the server"}
+    )
+    port: str = field(default="3000", metadata={"help": "Port to launch the server on"})
+
+ +
+ +

Additional arguments for configuring a mock architect

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/router.html b/docs/web/static/python_api/mephisto/abstractions/architects/router.html new file mode 100644 index 000000000..61702f38c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/router.html @@ -0,0 +1,297 @@ + + + + + + + + + mephisto.abstractions.architects.router API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.router

+ +

router

+ +

This directory contains all of the Mephisto code regarding setting up and deploying and endpoint that can handle interfacing with the mephisto-task package. As of now there are two implementations, a node server in deploy and a Flask server in flask. Each of these can be extended upon such that you can deploy your own server (with whatever logic you may need) but still have mephisto routing functionality.

+ +

build_router.py

+ +

This file contains code to be able to initialize the required build files for a server, assuming that they're set up properly. With the routers available in this directory, they should work out-of-the-box, but more configuration. If you want to specify your own build, you should start from the given servers, then provide the architect.server_source_root and architect.server_type arguments as appropriate with your server directory and the kind of server you're running.

+ +

Router Types

+ +

node

+ +

This folder contains a node-based server that meets the specification for being a Mephisto Router. Additional files are served via /static/ and uploaded files from the user are temporarily available from /tmp/.

+ +

flask

+ +

This folder contains a Flask Blueprint (not to be confused with a Mephisto Blueprint) in mephisto_flask_blueprint.py. It also has example usage of this within the app.py file. The app.py file is what we actually deploy by default, and the contents demonstrate some important usage requirements for deploying a Mephisto router within an arbitrary Flask app.

+ +

Key notes: you'll need to import the blueprint and the websocket server, and register the app alongside the websocket server. You'll also need to use monkey.patch_all() to ensure that the threading of the websockets and the main Flask server are able to interleave.

+ +

Routing implementation, functionality, and gotchas

+ +

In short, the Mephisto protocol for routing requests from clients down to the Mephisto main server is somewhat complicated. There are a number of endpoints that need to retain the behavior that's captured in the comments of the Flask implementation's mephisto_flask_blueprint.py file. These should be enumerated further here.

+ +

TODO Document the requirements for a Mephisto Router to be running properly, including keeping track of local agent states, converting HTTP POST requests to websocket messages, and the heartbeat protocols.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/router/build_router.html b/docs/web/static/python_api/mephisto/abstractions/architects/router/build_router.html new file mode 100644 index 000000000..1e7f31378 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/router/build_router.html @@ -0,0 +1,568 @@ + + + + + + + + + mephisto.abstractions.architects.router.build_router API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.router.build_router

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import mephisto.abstractions.architects.router as router_module
+import os
+import sh  # type: ignore
+import shutil
+import shlex
+import subprocess
+import json
+
+from typing import TYPE_CHECKING, Optional
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+
+ROUTER_ROOT_DIR = os.path.dirname(router_module.__file__)
+NODE_SERVER_SOURCE_ROOT = os.path.join(ROUTER_ROOT_DIR, "node")
+FLASK_SERVER_SOURCE_ROOT = os.path.join(ROUTER_ROOT_DIR, "flask")
+CROWD_SOURCE_PATH = "static/wrap_crowd_source.js"
+TASK_CONFIG_PATH = "static/task_config.json"
+CURR_MEPHISTO_TASK_VERSION = "2.0.0"
+
+
+def can_build(build_dir: str, task_run: "TaskRun") -> bool:
+    """Determine if the build dir is properly formatted for
+    being able to have the router built within. This is a
+    validation step that should be run before build_router.
+    """
+    # TODO(#97) incorporate this step into the blueprint
+    # task builder test, as once the task is built, it
+    # should be able to have the server build as well.
+    # TODO(#651) actually implement this when the full build
+    # process for the router is decided
+    return True
+
+
+def install_router_files() -> None:
+    """
+    Create a new build including the node_modules
+    """
+    return_dir = os.getcwd()
+    os.chdir(NODE_SERVER_SOURCE_ROOT)
+
+    packages_installed = subprocess.call(["npm", "install"])
+    if packages_installed != 0:
+        raise Exception(
+            "please make sure node is installed, otherwise view "
+            "the above error for more info."
+        )
+    os.chdir(return_dir)
+
+
+def build_node_router(build_dir: str, task_run: "TaskRun") -> str:
+    """Build requirements for the NPM router"""
+    install_router_files()
+    return NODE_SERVER_SOURCE_ROOT
+
+
+def build_flask_router(build_dir: str, task_run: "TaskRun") -> str:
+    # Everything should already be built
+    return FLASK_SERVER_SOURCE_ROOT
+
+
+def build_router(
+    build_dir: str,
+    task_run: "TaskRun",
+    version: str = "node",
+    server_source_path: Optional[str] = None,
+) -> str:
+    """
+    Copy expected files from the router source into the build dir,
+    using existing files in the build dir as replacements for the
+    defaults if available
+    """
+    if server_source_path is not None:
+        # Giving a server source takes precedence over the build
+        server_source_directory_path = server_source_path
+    elif version == "node":
+        server_source_directory_path = build_node_router(build_dir, task_run)
+    elif version == "flask":
+        server_source_directory_path = build_flask_router(build_dir, task_run)
+
+    local_server_directory_path = os.path.join(build_dir, "router")
+
+    # Delete old server files
+    sh.rm(shlex.split("-rf " + local_server_directory_path))
+
+    # Copy over a clean copy into the server directory
+    shutil.copytree(server_source_directory_path, local_server_directory_path)
+
+    # Copy the required wrap crowd source path
+    local_crowd_source_path = os.path.join(
+        local_server_directory_path, CROWD_SOURCE_PATH
+    )
+    crowd_provider = task_run.get_provider()
+    shutil.copy2(crowd_provider.get_wrapper_js_path(), local_crowd_source_path)
+
+    # Copy the task_run's json configuration
+    local_task_config_path = os.path.join(local_server_directory_path, TASK_CONFIG_PATH)
+    blueprint = task_run.get_blueprint()
+    with open(local_task_config_path, "w+") as task_fp:
+        frontend_args = blueprint.get_frontend_args()
+        frontend_args["mephisto_task_version"] = CURR_MEPHISTO_TASK_VERSION
+        json.dump(frontend_args, task_fp)
+
+    # Consolidate task files as defined by the task
+    TaskBuilderClass = blueprint.TaskBuilderClass
+    task_builder = TaskBuilderClass(task_run, task_run.args)
+
+    task_builder.build_in_dir(local_server_directory_path)
+
+    return local_server_directory_path
+
+ +
+ +
+
+
#   + + + def + can_build( + build_dir: str, + task_run: mephisto.data_model.task_run.TaskRun +) -> bool: +
+ +
+ View Source + 
def can_build(build_dir: str, task_run: "TaskRun") -> bool:
+    """Determine if the build dir is properly formatted for
+    being able to have the router built within. This is a
+    validation step that should be run before build_router.
+    """
+    # TODO(#97) incorporate this step into the blueprint
+    # task builder test, as once the task is built, it
+    # should be able to have the server build as well.
+    # TODO(#651) actually implement this when the full build
+    # process for the router is decided
+    return True
+
+ +
+ +

Determine if the build dir is properly formatted for +being able to have the router built within. This is a +validation step that should be run before build_router.

+
+ + +
+
+
#   + + + def + install_router_files() -> None: +
+ +
+ View Source + 
def install_router_files() -> None:
+    """
+    Create a new build including the node_modules
+    """
+    return_dir = os.getcwd()
+    os.chdir(NODE_SERVER_SOURCE_ROOT)
+
+    packages_installed = subprocess.call(["npm", "install"])
+    if packages_installed != 0:
+        raise Exception(
+            "please make sure node is installed, otherwise view "
+            "the above error for more info."
+        )
+    os.chdir(return_dir)
+
+ +
+ +

Create a new build including the node_modules

+
+ + +
+
+
#   + + + def + build_node_router( + build_dir: str, + task_run: mephisto.data_model.task_run.TaskRun +) -> str: +
+ +
+ View Source + 
def build_node_router(build_dir: str, task_run: "TaskRun") -> str:
+    """Build requirements for the NPM router"""
+    install_router_files()
+    return NODE_SERVER_SOURCE_ROOT
+
+ +
+ +

Build requirements for the NPM router

+
+ + +
+
+
#   + + + def + build_flask_router( + build_dir: str, + task_run: mephisto.data_model.task_run.TaskRun +) -> str: +
+ +
+ View Source + 
def build_flask_router(build_dir: str, task_run: "TaskRun") -> str:
+    # Everything should already be built
+    return FLASK_SERVER_SOURCE_ROOT
+
+ +
+ + + +
+
+
#   + + + def + build_router( + build_dir: str, + task_run: mephisto.data_model.task_run.TaskRun, + version: str = 'node', + server_source_path: Union[str, NoneType] = None +) -> str: +
+ +
+ View Source + 
def build_router(
+    build_dir: str,
+    task_run: "TaskRun",
+    version: str = "node",
+    server_source_path: Optional[str] = None,
+) -> str:
+    """
+    Copy expected files from the router source into the build dir,
+    using existing files in the build dir as replacements for the
+    defaults if available
+    """
+    if server_source_path is not None:
+        # Giving a server source takes precedence over the build
+        server_source_directory_path = server_source_path
+    elif version == "node":
+        server_source_directory_path = build_node_router(build_dir, task_run)
+    elif version == "flask":
+        server_source_directory_path = build_flask_router(build_dir, task_run)
+
+    local_server_directory_path = os.path.join(build_dir, "router")
+
+    # Delete old server files
+    sh.rm(shlex.split("-rf " + local_server_directory_path))
+
+    # Copy over a clean copy into the server directory
+    shutil.copytree(server_source_directory_path, local_server_directory_path)
+
+    # Copy the required wrap crowd source path
+    local_crowd_source_path = os.path.join(
+        local_server_directory_path, CROWD_SOURCE_PATH
+    )
+    crowd_provider = task_run.get_provider()
+    shutil.copy2(crowd_provider.get_wrapper_js_path(), local_crowd_source_path)
+
+    # Copy the task_run's json configuration
+    local_task_config_path = os.path.join(local_server_directory_path, TASK_CONFIG_PATH)
+    blueprint = task_run.get_blueprint()
+    with open(local_task_config_path, "w+") as task_fp:
+        frontend_args = blueprint.get_frontend_args()
+        frontend_args["mephisto_task_version"] = CURR_MEPHISTO_TASK_VERSION
+        json.dump(frontend_args, task_fp)
+
+    # Consolidate task files as defined by the task
+    TaskBuilderClass = blueprint.TaskBuilderClass
+    task_builder = TaskBuilderClass(task_run, task_run.args)
+
+    task_builder.build_in_dir(local_server_directory_path)
+
+    return local_server_directory_path
+
+ +
+ +

Copy expected files from the router source into the build dir, +using existing files in the build dir as replacements for the +defaults if available

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/router/flask.html b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask.html new file mode 100644 index 000000000..7edc9a9de --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask.html @@ -0,0 +1,251 @@ + + + + + + + + + mephisto.abstractions.architects.router.flask API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.router.flask

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/app.html b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/app.html new file mode 100644 index 000000000..de266b216 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/app.html @@ -0,0 +1,279 @@ + + + + + + + + + mephisto.abstractions.architects.router.flask.app API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.router.flask.app

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from gevent import monkey  # type: ignore
+
+monkey.patch_all()
+
+try:
+    from mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint import (  # type: ignore
+        MephistoRouter,
+        mephisto_router,
+    )
+except:
+    from mephisto_flask_blueprint import (  # type: ignore
+        MephistoRouter,
+        mephisto_router,
+    )
+from geventwebsocket import WebSocketServer, Resource  # type: ignore
+from werkzeug.debug import DebuggedApplication  # type: ignore
+
+
+from flask import Flask  # type: ignore
+import os
+
+port = int(os.environ.get("PORT", 3000))
+
+flask_app = Flask(__name__)
+flask_app.register_blueprint(mephisto_router, url_prefix=r"/")
+
+if __name__ == "__main__":
+    WebSocketServer(
+        ("", port),
+        Resource([("^/.*", MephistoRouter), ("^/.*", DebuggedApplication(flask_app))]),
+        debug=False,
+    ).serve_forever()
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/mephisto_flask_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/mephisto_flask_blueprint.html new file mode 100644 index 000000000..afd88352c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/architects/router/flask/mephisto_flask_blueprint.html @@ -0,0 +1,1938 @@ + + + + + + + + + mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from flask import (  # type: ignore
+    Flask,
+    Blueprint,
+    render_template,
+    abort,
+    request,
+    send_from_directory,
+    jsonify,
+)
+from geventwebsocket import (  # type: ignore
+    WebSocketServer,
+    WebSocketApplication,
+    Resource,
+    WebSocketError,
+)
+from uuid import uuid4
+import time
+import json
+import os
+from werkzeug.utils import secure_filename  # type: ignore
+
+from threading import Event
+
+from typing import Dict, Tuple, List, Any, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from geventwebsocket.handler import Client  # type: ignore
+    from geventwebsocket.websocket import WebSocket  # type: ignore
+
+# Constants
+
+CURR_MEPHISTO_TASK_VERSION = "2.0.0"
+
+PACKET_TYPE_ALIVE = "alive"
+PACKET_TYPE_SUBMIT_ONBOARDING = "submit_onboarding"
+PACKET_TYPE_SUBMIT_UNIT = "submit_unit"
+PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE = "client_bound_live_update"
+PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE = "mephisto_bound_live_update"
+PACKET_TYPE_REGISTER_AGENT = "register_agent"
+PACKET_TYPE_AGENT_DETAILS = "agent_details"
+PACKET_TYPE_UPDATE_STATUS = "update_status"
+PACKET_TYPE_REQUEST_STATUSES = "request_statuses"
+PACKET_TYPE_RETURN_STATUSES = "return_statuses"
+PACKET_TYPE_ERROR = "log_error"
+
+
+SYSTEM_CHANNEL_ID = "mephisto"
+
+FAILED_RECONNECT_TIME = 10  # seconds
+FAILED_PING_TIME = 15  # seconds
+UPLOAD_FOLDER = "/tmp/"
+ALLOWED_EXTENSIONS = {"txt", "pdf", "png", "jpg", "jpeg", "gif"}
+
+STATUS_INIT = "none"
+STATUS_CONNECTED = "connected"
+STATUS_DISCONNECTED = "disconnect"
+STATUS_COMPLETED = "completed"
+STATUS_WAITING = "waiting"
+STATUS_IN_TASK = "in task"
+STATUS_ONBOARDING = "onboarding"
+
+PACKET_TYPE_HEARTBEAT = "heartbeat"
+
+DEBUG = False
+
+
+# Main application setup
+mephisto_router = Blueprint(
+    "mephisto",
+    __name__,
+    static_folder="static",
+)
+
+
+def debug_log(*args):
+    """
+    Log only if debugging is enabled
+
+    Explicitly does not use the regular Mephisto logging framework as we
+    may want to deploy this on a server that doesn't have Mephisto installed,
+    and we can keep package size low this way.
+    """
+    if DEBUG:
+        print(*args)
+
+
+def js_time(python_time: float) -> int:
+    """Convert python time to js time, as the mephisto-task package expects"""
+    return int(python_time * 1000)
+
+
+# Socket and agent details
+class LocalAgentState:
+    """
+    Keeps track of a connected agent over their lifecycle interacting with the router
+    """
+
+    def __init__(self, agent_id: str):
+        """Initialize an object to track the lifecycle of a connection"""
+        self.status = STATUS_INIT
+        self.agent_id = agent_id
+        self.is_alive = False
+        self.disconnect_time = 0
+        self.last_ping = 0
+        self.unsent_messages: List[Dict[str, Any]] = []
+
+    def __str__(self):
+        return f"Agent({self.agent_id}): {self.status}"
+
+
+class MephistoRouterState:
+    def __init__(self):
+        self.agent_id_to_client: Dict[str, "Client"] = {}
+        self.client_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.mephisto_socket: Optional["WebSocket"] = None
+        self.agent_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.pending_agent_requests: Dict[str, bool] = {}
+        self.received_agent_responses: Dict[str, Dict[str, Any]] = {}
+        self.last_mephisto_ping: float = time.time()
+
+
+mephisto_router_app: Optional["MephistoRouter"] = None
+mephisto_router_state: Optional["MephistoRouterState"] = None
+
+
+def register_router_application(router: "MephistoRouter") -> "MephistoRouterState":
+    """
+    Register a routing application with the global state,
+    such that HTTP requests can access it and so that
+    all websocket routers share the same state.
+
+    Returns the global router state
+    """
+    global mephisto_router_app, mephisto_router_state
+    mephisto_router_app = router
+    if mephisto_router_state is None:
+        mephisto_router_state = MephistoRouterState()
+    return mephisto_router_state
+
+
+class MephistoRouter(WebSocketApplication):
+    """
+    Base implementation of a websocket server that handles
+    all of the socket based IO for mephisto-task
+    """
+
+    def __init__(self, *args, **kwargs):
+        """Initialize with the gloabl state of MephistoRouters"""
+        super().__init__(*args, **kwargs)
+        self.mephisto_state = register_router_application(self)
+
+    def _send_message(self, socket: "WebSocket", packet: Dict[str, Any]) -> None:
+        """Send the given message through the given socket"""
+        if not socket:
+            # We should be passing a socket, even if it's closed...
+            debug_log("No socket to send packet to", packet)
+            return
+
+        if socket.closed:
+            # Socket is already closed, noop
+            return
+
+        packet["router_outgoing_timestamp"] = time.time()
+        socket.send(json.dumps(packet))
+
+    def _find_or_create_agent(self, agent_id: str) -> "LocalAgentState":
+        """Get or create an agent state for the given id"""
+        state = self.mephisto_state
+        agent = state.agent_id_to_agent.get(agent_id)
+        if agent is None:
+            agent = LocalAgentState(agent_id)
+            state.agent_id_to_agent[agent_id] = agent
+        return agent
+
+    def _handle_alive(self, client: "Client", alive_packet: Dict[str, Any]) -> None:
+        """
+        On alive, find out who the sender is, and register
+        them as correctly here.
+        """
+        state = self.mephisto_state
+        if alive_packet["subject_id"] == SYSTEM_CHANNEL_ID:
+            state.mephisto_socket = client.ws
+        else:
+            agent_id = alive_packet["subject_id"]
+            agent = self._find_or_create_agent(agent_id)
+            agent.is_alive = True
+            state.agent_id_to_client[agent_id] = client
+            state.client_id_to_agent[client.mephisto_id] = agent
+
+            # push out backlog
+            while len(agent.unsent_messages) > 0:
+                packet = agent.unsent_messages.pop(0)
+                self._handle_forward(packet)
+
+    def _ensure_live_connection(self, agent: LocalAgentState) -> None:
+        curr_status = agent.status
+        last_ping = agent.last_ping
+        if last_ping == 0:
+            return  # Not a live task, nothing to check
+        if curr_status not in [STATUS_ONBOARDING, STATUS_WAITING, STATUS_IN_TASK]:
+            return  # not in a live state, no reason to check liveliness
+        if time.time() - last_ping > FAILED_PING_TIME:
+            agent.status = STATUS_DISCONNECTED
+            self._send_status_for_agent(agent.agent_id)
+
+    def _handle_get_agent_status(self, agent_status_packet: Dict[str, Any]) -> None:
+        """
+        On a get agent status request, check the status of all agents and
+        respond to the core mephisto server with the current status of each.
+
+        May return semi-stale information, but is non-blocking
+        """
+        state = self.mephisto_state
+        state.last_mephisto_ping = time.time()
+        agent_statuses = {}
+        for agent_id in state.agent_id_to_agent.keys():
+            agent = self._find_or_create_agent(agent_id)
+            self._ensure_live_connection(agent)
+            if not agent.is_alive and agent.status != STATUS_DISCONNECTED:
+                self._followup_possible_disconnect(agent)
+            agent_statuses[agent_id] = state.agent_id_to_agent[agent_id].status
+        packet = {
+            "packet_type": PACKET_TYPE_RETURN_STATUSES,
+            "subject_id": SYSTEM_CHANNEL_ID,
+            "data": agent_statuses,
+            "client_timestamp": agent_status_packet["server_timestamp"],
+            "router_incoming_timestamp": agent_status_packet[
+                "router_incoming_timestamp"
+            ],
+        }
+        self._handle_forward(packet)
+
+    def _handle_update_local_status(self, status_packet: Dict[str, Any]) -> None:
+        """Update the local agent status given a status packet"""
+        agent_id = status_packet["subject_id"]
+        agent = self._find_or_create_agent(agent_id)
+        if status_packet["data"].get("status") is not None:
+            agent.status = status_packet["data"]["status"]
+
+    def _handle_forward(self, packet: Dict[str, Any]) -> None:
+        """Handle forwarding the given packet to the included subject_id"""
+        if packet["subject_id"] == SYSTEM_CHANNEL_ID:
+            debug_log("Sending message to Mephisto", packet)
+            socket = self.mephisto_state.mephisto_socket
+        else:
+            debug_log("Sending message to agent", packet)
+            agent_id = packet["subject_id"]
+            agent = self._find_or_create_agent(agent_id)
+            client = self.mephisto_state.agent_id_to_client.get(agent_id)
+            if client is None:
+                agent.unsent_messages.append(packet)
+                return
+            socket = client.ws
+        self._send_message(socket, packet)
+
+    def _followup_possible_disconnect(self, agent: LocalAgentState) -> None:
+        """Check to see if the given agent is disconnected"""
+        if agent.disconnect_time == 0:
+            return  # Agent never disconnected, isn't live
+        if time.time() - agent.disconnect_time > FAILED_RECONNECT_TIME:
+            agent.status = STATUS_DISCONNECTED
+            debug_log("Agent disconnected", agent)
+
+    def _send_status_for_agent(self, agent_id: str) -> None:
+        """
+        Send a packet that updates the client status for the given agent,
+        pushing them the most recent local status.
+        """
+        agent = self._find_or_create_agent(agent_id)
+        packet = {
+            "packet_type": PACKET_TYPE_UPDATE_STATUS,
+            "subject_id": agent_id,
+            "data": {
+                "status": agent.status,
+            },
+        }
+        self._handle_forward(packet)
+
+    def on_open(self) -> None:
+        """
+        Initialize a new client connection, and give them a uuid to refer to
+        """
+        current_client = self.ws.handler.active_client
+        debug_log("Some client connected!", current_client)
+        current_client.mephisto_id = str(uuid4())
+
+    def on_message(self, message: str) -> None:
+        """
+        Determine the type of message, and then handle via the correct handler
+        """
+        if message is None:
+            return
+
+        state = self.mephisto_state
+        current_client = self.ws.handler.active_client
+        client = current_client
+        packet = json.loads(message)
+        packet["router_incoming_timestamp"] = time.time()
+        if packet["packet_type"] == PACKET_TYPE_REQUEST_STATUSES:
+            debug_log("Mephisto requesting status")
+            self._handle_get_agent_status(packet)
+        elif packet["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            debug_log("Agent action: ", packet)
+            self._send_message(self.mephisto_state.mephisto_socket, packet)
+        elif packet["packet_type"] == PACKET_TYPE_ERROR:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_ALIVE:
+            debug_log("Agent alive: ", packet)
+            self._handle_alive(self.ws.handler.active_client, packet)
+        elif packet["packet_type"] == PACKET_TYPE_UPDATE_STATUS:
+            debug_log("Update agent status", packet)
+            self._handle_update_local_status(packet)
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_AGENT_DETAILS:
+            request_id = packet["data"].get("request_id")
+            if request_id is None:
+                request_id = packet["subject_id"]
+            res_event = state.pending_agent_requests.get(request_id)
+            if res_event is not None:
+                state.received_agent_responses[request_id] = packet
+                del state.pending_agent_requests[request_id]
+        elif packet["packet_type"] == PACKET_TYPE_HEARTBEAT:
+            packet["data"] = {"last_mephisto_ping": js_time(state.last_mephisto_ping)}
+            agent_id = packet["subject_id"]
+            agent = state.agent_id_to_agent.get(agent_id)
+            if agent is not None:
+                agent.is_alive = True
+                packet["data"]["status"] = agent.status
+                local_client = state.agent_id_to_client.get(agent.agent_id)
+                if local_client != client and local_client is not None:
+                    # Not communicating to the correct socket, update
+                    debug_log("Updating client for ", agent)
+                    state.agent_id_to_client[agent.agent_id] = client
+                    state.client_id_to_agent[client.mephisto_id] = agent
+            self._handle_forward(packet)
+        else:
+            debug_log("Unknown message", packet)
+
+    def on_close(self, reason: Any) -> None:
+        """Mark a socket dead for a LocalAgentState, give time to reconnect"""
+        client = self.ws.handler.active_client
+        debug_log("Some client disconnected!", client.mephisto_id)
+        agent = self.mephisto_state.client_id_to_agent.get(client.mephisto_id)
+        if agent is None:
+            return  # Agent not being tracked
+        agent.is_alive = False
+        agent.disconnect_time = time.time()
+
+    def make_agent_request(
+        self, request_packet: Dict[str, Any]
+    ) -> Optional[Dict[str, Any]]:
+        """Make a request to the core Mephisto server, and then await the response"""
+        request_id = request_packet["data"]["request_id"]
+
+        self.mephisto_state.pending_agent_requests[request_id] = True
+        self._send_message(self.mephisto_state.mephisto_socket, request_packet)
+        start_time = time.time()
+        res = None
+        while time.time() - start_time < 30 and res is None:
+            res = self.mephisto_state.received_agent_responses.get(request_id)
+            time.sleep(0.01)
+        if res is not None:
+            del self.mephisto_state.received_agent_responses[request_id]
+        return res
+
+
+@mephisto_router.route("/request_agent", methods=["POST"])
+def request_agent():
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    request_id = str(uuid4())
+    provider_data = data["provider_data"]
+    assert mephisto_router_app is not None, "Must initialize router before this call"
+    packet = {
+        "packet_type": PACKET_TYPE_REGISTER_AGENT,
+        "subject_id": request_id,
+        "data": {
+            "provider_data": provider_data,
+            "request_id": request_id,
+        },
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    res = mephisto_router_app.make_agent_request(packet)
+    if res is not None:
+        return jsonify(res)
+    else:
+        # Timed out waiting for Mephisto to respond
+        abort(408)
+        return None
+
+
+@mephisto_router.route("/submit_onboarding", methods=["POST"])
+def submit_onboarding():
+    """
+    Parse onboarding as if it were a request sent from the
+    active agent, rather than coming as a request from the router.
+    """
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    provider_data = data["provider_data"]
+    agent_id = provider_data["USED_AGENT_ID"]
+    del provider_data["USED_AGENT_ID"]
+    provider_data["request_id"] = str(uuid4())
+
+    if "onboarding_data" not in provider_data:
+        provider_data["onboarding_data"] = {}
+
+    # Construct and send onboarding submission packet
+    packet = {
+        "packet_type": PACKET_TYPE_SUBMIT_ONBOARDING,
+        "subject_id": agent_id,
+        "data": provider_data,
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    res = mephisto_router_app.make_agent_request(packet)
+    if res is not None:
+        return jsonify(res)
+    else:
+        # Timed out waiting for Mephisto to respond
+        abort(408)
+        return None
+
+
+@mephisto_router.route("/submit_task", methods=["POST"])
+def submit_task():
+    """Parse task submission as if it were an act"""
+    router_incoming_timestamp = time.time()
+    provider_data = request.get_json()
+    filenames = []
+    if provider_data is None:
+        # Multipart form submit
+        provider_data = request.form.to_dict()
+        files = request.files.to_dict()
+        if len(files) > 0:
+            timestamp = int(time.time())
+            rand = str(uuid4())[:8]
+            for filename, filepoint in files.items():
+                full_name = f"{timestamp}-{rand}-{secure_filename(filename)}"
+                filepoint.save(os.path.join("/tmp/", full_name))
+                filenames.append({"filename": full_name})
+
+    extracted_data = provider_data.get("final_data")
+    if extracted_data is None and "final_string_data" in provider_data:
+        extracted_data = json.loads(provider_data.final_string_data)
+
+    if len(filenames) > 0:
+        extracted_data.files = filenames
+
+    agent_id = provider_data["USED_AGENT_ID"]
+
+    packet = {
+        "packet_type": PACKET_TYPE_SUBMIT_UNIT,
+        "subject_id": agent_id,
+        "data": extracted_data,
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    mephisto_router_app._handle_forward(packet)
+    return jsonify({"status": "Error log sent!"})
+
+
+@mephisto_router.route("/log_error", methods=["POST"])
+def log_error():
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    packet = {
+        "packet_type": PACKET_TYPE_ERROR,
+        "subject_id": data["USED_AGENT_ID"],
+        "data": data["error_data"],
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    mephisto_router_app._handle_forward(packet)
+    return jsonify({"status": "Error log sent!"})
+
+
+@mephisto_router.route("/is_alive", methods=["GET"])
+def is_alive():
+    return jsonify({"status": "Alive!"})
+
+
+@mephisto_router.route("/get_timestamp", methods=["GET"])
+def get_timestamp():
+    return jsonify({"timestamp": time.time()})
+
+
+@mephisto_router.route("/download_file/<filename>", methods=["GET"])
+def download_file(filename):
+    try:
+        return send_from_directory("/tmp/", filename)
+    except:
+        abort(404)
+
+
+@mephisto_router.route("/")
+def show_index():
+    try:
+        return send_from_directory("static", "index.html")
+    except:
+        abort(404)
+
+
+@mephisto_router.route("/task_config.json")
+def get_task_config(res):
+    args = request.args
+    mephisto_task_version = args.get("mephisto_task_version")
+    if mephisto_task_version != CURR_MEPHISTO_TASK_VERSION:
+        _handle_forward(
+            {
+                "packet_type": PACKET_TYPE_ERROR,
+                "subject_id": SYSTEM_CHANNEL_ID,
+                "data": {
+                    "error_type": "version-mismatch",
+                    "text": (
+                        "Package `mephisto-task` version mismatch. Expected "
+                        f"version {CURR_MEPHISTO_TASK_VERSION} but frontend is "
+                        f"currently using {mephisto_task_version}. This may "
+                        "cause unexpected errors, be sure to update your "
+                        "`mephisto-task` dependency with `npm install "
+                        f"mephisto-task@{CURR_MEPHISTO_TASK_VERSION} --save`. "
+                        "If this warning still persists or the version isn't found, "
+                        "please open an issue at "
+                        "https://github.com/facebookresearch/Mephisto/issues"
+                    ),
+                },
+            }
+        )
+    try:
+        return send_from_directory("static", "task_config.json")
+    except:
+        abort(404)
+
+
+@mephisto_router.route("/<res>")
+def get_static(res):
+    try:
+        return send_from_directory("static", res)
+    except:
+        abort(404)
+
+
+@mephisto_router.after_request
+def add_header(r):
+    """
+    Add headers to prevent caching, as this server may be used in local
+    development or with the same address but different contents
+    """
+    r.headers["Cache-Control"] = "no-cache, no-store, must-revalidate"
+    r.headers["Pragma"] = "no-cache"
+    r.headers["Expires"] = "0"
+    r.headers["Cache-Control"] = "public, max-age=0"
+    return r
+
+ +
+ +
+
+
#   + + + def + debug_log(*args): +
+ +
+ View Source + 
def debug_log(*args):
+    """
+    Log only if debugging is enabled
+
+    Explicitly does not use the regular Mephisto logging framework as we
+    may want to deploy this on a server that doesn't have Mephisto installed,
+    and we can keep package size low this way.
+    """
+    if DEBUG:
+        print(*args)
+
+ +
+ +

Log only if debugging is enabled

+ +

Explicitly does not use the regular Mephisto logging framework as we +may want to deploy this on a server that doesn't have Mephisto installed, +and we can keep package size low this way.

+
+ + +
+
+
#   + + + def + js_time(python_time: float) -> int: +
+ +
+ View Source + 
def js_time(python_time: float) -> int:
+    """Convert python time to js time, as the mephisto-task package expects"""
+    return int(python_time * 1000)
+
+ +
+ +

Convert python time to js time, as the mephisto-task package expects

+
+ + +
+
+
+ #   + + + class + LocalAgentState: +
+ +
+ View Source + 
class LocalAgentState:
+    """
+    Keeps track of a connected agent over their lifecycle interacting with the router
+    """
+
+    def __init__(self, agent_id: str):
+        """Initialize an object to track the lifecycle of a connection"""
+        self.status = STATUS_INIT
+        self.agent_id = agent_id
+        self.is_alive = False
+        self.disconnect_time = 0
+        self.last_ping = 0
+        self.unsent_messages: List[Dict[str, Any]] = []
+
+    def __str__(self):
+        return f"Agent({self.agent_id}): {self.status}"
+
+ +
+ +

Keeps track of a connected agent over their lifecycle interacting with the router

+
+ + +
+
#   + + + LocalAgentState(agent_id: str) +
+ +
+ View Source + 
    def __init__(self, agent_id: str):
+        """Initialize an object to track the lifecycle of a connection"""
+        self.status = STATUS_INIT
+        self.agent_id = agent_id
+        self.is_alive = False
+        self.disconnect_time = 0
+        self.last_ping = 0
+        self.unsent_messages: List[Dict[str, Any]] = []
+
+ +
+ +

Initialize an object to track the lifecycle of a connection

+
+ + +
+
+
+
+ #   + + + class + MephistoRouterState: +
+ +
+ View Source + 
class MephistoRouterState:
+    def __init__(self):
+        self.agent_id_to_client: Dict[str, "Client"] = {}
+        self.client_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.mephisto_socket: Optional["WebSocket"] = None
+        self.agent_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.pending_agent_requests: Dict[str, bool] = {}
+        self.received_agent_responses: Dict[str, Dict[str, Any]] = {}
+        self.last_mephisto_ping: float = time.time()
+
+ +
+ + + +
+
#   + + + MephistoRouterState() +
+ +
+ View Source + 
    def __init__(self):
+        self.agent_id_to_client: Dict[str, "Client"] = {}
+        self.client_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.mephisto_socket: Optional["WebSocket"] = None
+        self.agent_id_to_agent: Dict[str, LocalAgentState] = {}
+        self.pending_agent_requests: Dict[str, bool] = {}
+        self.received_agent_responses: Dict[str, Dict[str, Any]] = {}
+        self.last_mephisto_ping: float = time.time()
+
+ +
+ + + +
+
+
+
#   + + mephisto_router_app: Union[mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter, NoneType] = None +
+ + + + +
+
+
#   + + mephisto_router_state: Union[mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState, NoneType] = None +
+ + + + +
+
+
#   + + + def + register_router_application( + router: mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter +) -> mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState: +
+ +
+ View Source + 
def register_router_application(router: "MephistoRouter") -> "MephistoRouterState":
+    """
+    Register a routing application with the global state,
+    such that HTTP requests can access it and so that
+    all websocket routers share the same state.
+
+    Returns the global router state
+    """
+    global mephisto_router_app, mephisto_router_state
+    mephisto_router_app = router
+    if mephisto_router_state is None:
+        mephisto_router_state = MephistoRouterState()
+    return mephisto_router_state
+
+ +
+ +

Register a routing application with the global state, +such that HTTP requests can access it and so that +all websocket routers share the same state.

+ +

Returns the global router state

+
+ + +
+
+
+ #   + + + class + MephistoRouter(geventwebsocket.resource.WebSocketApplication): +
+ +
+ View Source + 
class MephistoRouter(WebSocketApplication):
+    """
+    Base implementation of a websocket server that handles
+    all of the socket based IO for mephisto-task
+    """
+
+    def __init__(self, *args, **kwargs):
+        """Initialize with the gloabl state of MephistoRouters"""
+        super().__init__(*args, **kwargs)
+        self.mephisto_state = register_router_application(self)
+
+    def _send_message(self, socket: "WebSocket", packet: Dict[str, Any]) -> None:
+        """Send the given message through the given socket"""
+        if not socket:
+            # We should be passing a socket, even if it's closed...
+            debug_log("No socket to send packet to", packet)
+            return
+
+        if socket.closed:
+            # Socket is already closed, noop
+            return
+
+        packet["router_outgoing_timestamp"] = time.time()
+        socket.send(json.dumps(packet))
+
+    def _find_or_create_agent(self, agent_id: str) -> "LocalAgentState":
+        """Get or create an agent state for the given id"""
+        state = self.mephisto_state
+        agent = state.agent_id_to_agent.get(agent_id)
+        if agent is None:
+            agent = LocalAgentState(agent_id)
+            state.agent_id_to_agent[agent_id] = agent
+        return agent
+
+    def _handle_alive(self, client: "Client", alive_packet: Dict[str, Any]) -> None:
+        """
+        On alive, find out who the sender is, and register
+        them as correctly here.
+        """
+        state = self.mephisto_state
+        if alive_packet["subject_id"] == SYSTEM_CHANNEL_ID:
+            state.mephisto_socket = client.ws
+        else:
+            agent_id = alive_packet["subject_id"]
+            agent = self._find_or_create_agent(agent_id)
+            agent.is_alive = True
+            state.agent_id_to_client[agent_id] = client
+            state.client_id_to_agent[client.mephisto_id] = agent
+
+            # push out backlog
+            while len(agent.unsent_messages) > 0:
+                packet = agent.unsent_messages.pop(0)
+                self._handle_forward(packet)
+
+    def _ensure_live_connection(self, agent: LocalAgentState) -> None:
+        curr_status = agent.status
+        last_ping = agent.last_ping
+        if last_ping == 0:
+            return  # Not a live task, nothing to check
+        if curr_status not in [STATUS_ONBOARDING, STATUS_WAITING, STATUS_IN_TASK]:
+            return  # not in a live state, no reason to check liveliness
+        if time.time() - last_ping > FAILED_PING_TIME:
+            agent.status = STATUS_DISCONNECTED
+            self._send_status_for_agent(agent.agent_id)
+
+    def _handle_get_agent_status(self, agent_status_packet: Dict[str, Any]) -> None:
+        """
+        On a get agent status request, check the status of all agents and
+        respond to the core mephisto server with the current status of each.
+
+        May return semi-stale information, but is non-blocking
+        """
+        state = self.mephisto_state
+        state.last_mephisto_ping = time.time()
+        agent_statuses = {}
+        for agent_id in state.agent_id_to_agent.keys():
+            agent = self._find_or_create_agent(agent_id)
+            self._ensure_live_connection(agent)
+            if not agent.is_alive and agent.status != STATUS_DISCONNECTED:
+                self._followup_possible_disconnect(agent)
+            agent_statuses[agent_id] = state.agent_id_to_agent[agent_id].status
+        packet = {
+            "packet_type": PACKET_TYPE_RETURN_STATUSES,
+            "subject_id": SYSTEM_CHANNEL_ID,
+            "data": agent_statuses,
+            "client_timestamp": agent_status_packet["server_timestamp"],
+            "router_incoming_timestamp": agent_status_packet[
+                "router_incoming_timestamp"
+            ],
+        }
+        self._handle_forward(packet)
+
+    def _handle_update_local_status(self, status_packet: Dict[str, Any]) -> None:
+        """Update the local agent status given a status packet"""
+        agent_id = status_packet["subject_id"]
+        agent = self._find_or_create_agent(agent_id)
+        if status_packet["data"].get("status") is not None:
+            agent.status = status_packet["data"]["status"]
+
+    def _handle_forward(self, packet: Dict[str, Any]) -> None:
+        """Handle forwarding the given packet to the included subject_id"""
+        if packet["subject_id"] == SYSTEM_CHANNEL_ID:
+            debug_log("Sending message to Mephisto", packet)
+            socket = self.mephisto_state.mephisto_socket
+        else:
+            debug_log("Sending message to agent", packet)
+            agent_id = packet["subject_id"]
+            agent = self._find_or_create_agent(agent_id)
+            client = self.mephisto_state.agent_id_to_client.get(agent_id)
+            if client is None:
+                agent.unsent_messages.append(packet)
+                return
+            socket = client.ws
+        self._send_message(socket, packet)
+
+    def _followup_possible_disconnect(self, agent: LocalAgentState) -> None:
+        """Check to see if the given agent is disconnected"""
+        if agent.disconnect_time == 0:
+            return  # Agent never disconnected, isn't live
+        if time.time() - agent.disconnect_time > FAILED_RECONNECT_TIME:
+            agent.status = STATUS_DISCONNECTED
+            debug_log("Agent disconnected", agent)
+
+    def _send_status_for_agent(self, agent_id: str) -> None:
+        """
+        Send a packet that updates the client status for the given agent,
+        pushing them the most recent local status.
+        """
+        agent = self._find_or_create_agent(agent_id)
+        packet = {
+            "packet_type": PACKET_TYPE_UPDATE_STATUS,
+            "subject_id": agent_id,
+            "data": {
+                "status": agent.status,
+            },
+        }
+        self._handle_forward(packet)
+
+    def on_open(self) -> None:
+        """
+        Initialize a new client connection, and give them a uuid to refer to
+        """
+        current_client = self.ws.handler.active_client
+        debug_log("Some client connected!", current_client)
+        current_client.mephisto_id = str(uuid4())
+
+    def on_message(self, message: str) -> None:
+        """
+        Determine the type of message, and then handle via the correct handler
+        """
+        if message is None:
+            return
+
+        state = self.mephisto_state
+        current_client = self.ws.handler.active_client
+        client = current_client
+        packet = json.loads(message)
+        packet["router_incoming_timestamp"] = time.time()
+        if packet["packet_type"] == PACKET_TYPE_REQUEST_STATUSES:
+            debug_log("Mephisto requesting status")
+            self._handle_get_agent_status(packet)
+        elif packet["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            debug_log("Agent action: ", packet)
+            self._send_message(self.mephisto_state.mephisto_socket, packet)
+        elif packet["packet_type"] == PACKET_TYPE_ERROR:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_ALIVE:
+            debug_log("Agent alive: ", packet)
+            self._handle_alive(self.ws.handler.active_client, packet)
+        elif packet["packet_type"] == PACKET_TYPE_UPDATE_STATUS:
+            debug_log("Update agent status", packet)
+            self._handle_update_local_status(packet)
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_AGENT_DETAILS:
+            request_id = packet["data"].get("request_id")
+            if request_id is None:
+                request_id = packet["subject_id"]
+            res_event = state.pending_agent_requests.get(request_id)
+            if res_event is not None:
+                state.received_agent_responses[request_id] = packet
+                del state.pending_agent_requests[request_id]
+        elif packet["packet_type"] == PACKET_TYPE_HEARTBEAT:
+            packet["data"] = {"last_mephisto_ping": js_time(state.last_mephisto_ping)}
+            agent_id = packet["subject_id"]
+            agent = state.agent_id_to_agent.get(agent_id)
+            if agent is not None:
+                agent.is_alive = True
+                packet["data"]["status"] = agent.status
+                local_client = state.agent_id_to_client.get(agent.agent_id)
+                if local_client != client and local_client is not None:
+                    # Not communicating to the correct socket, update
+                    debug_log("Updating client for ", agent)
+                    state.agent_id_to_client[agent.agent_id] = client
+                    state.client_id_to_agent[client.mephisto_id] = agent
+            self._handle_forward(packet)
+        else:
+            debug_log("Unknown message", packet)
+
+    def on_close(self, reason: Any) -> None:
+        """Mark a socket dead for a LocalAgentState, give time to reconnect"""
+        client = self.ws.handler.active_client
+        debug_log("Some client disconnected!", client.mephisto_id)
+        agent = self.mephisto_state.client_id_to_agent.get(client.mephisto_id)
+        if agent is None:
+            return  # Agent not being tracked
+        agent.is_alive = False
+        agent.disconnect_time = time.time()
+
+    def make_agent_request(
+        self, request_packet: Dict[str, Any]
+    ) -> Optional[Dict[str, Any]]:
+        """Make a request to the core Mephisto server, and then await the response"""
+        request_id = request_packet["data"]["request_id"]
+
+        self.mephisto_state.pending_agent_requests[request_id] = True
+        self._send_message(self.mephisto_state.mephisto_socket, request_packet)
+        start_time = time.time()
+        res = None
+        while time.time() - start_time < 30 and res is None:
+            res = self.mephisto_state.received_agent_responses.get(request_id)
+            time.sleep(0.01)
+        if res is not None:
+            del self.mephisto_state.received_agent_responses[request_id]
+        return res
+
+ +
+ +

Base implementation of a websocket server that handles +all of the socket based IO for mephisto-task

+
+ + +
+
#   + + + MephistoRouter(*args, **kwargs) +
+ +
+ View Source + 
    def __init__(self, *args, **kwargs):
+        """Initialize with the gloabl state of MephistoRouters"""
+        super().__init__(*args, **kwargs)
+        self.mephisto_state = register_router_application(self)
+
+ +
+ +

Initialize with the gloabl state of MephistoRouters

+
+ + +
+
+
#   + + + def + on_open(self) -> None: +
+ +
+ View Source + 
    def on_open(self) -> None:
+        """
+        Initialize a new client connection, and give them a uuid to refer to
+        """
+        current_client = self.ws.handler.active_client
+        debug_log("Some client connected!", current_client)
+        current_client.mephisto_id = str(uuid4())
+
+ +
+ +

Initialize a new client connection, and give them a uuid to refer to

+
+ + +
+
+
#   + + + def + on_message(self, message: str) -> None: +
+ +
+ View Source + 
    def on_message(self, message: str) -> None:
+        """
+        Determine the type of message, and then handle via the correct handler
+        """
+        if message is None:
+            return
+
+        state = self.mephisto_state
+        current_client = self.ws.handler.active_client
+        client = current_client
+        packet = json.loads(message)
+        packet["router_incoming_timestamp"] = time.time()
+        if packet["packet_type"] == PACKET_TYPE_REQUEST_STATUSES:
+            debug_log("Mephisto requesting status")
+            self._handle_get_agent_status(packet)
+        elif packet["packet_type"] == PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+            debug_log("Agent action: ", packet)
+            self._send_message(self.mephisto_state.mephisto_socket, packet)
+        elif packet["packet_type"] == PACKET_TYPE_ERROR:
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_ALIVE:
+            debug_log("Agent alive: ", packet)
+            self._handle_alive(self.ws.handler.active_client, packet)
+        elif packet["packet_type"] == PACKET_TYPE_UPDATE_STATUS:
+            debug_log("Update agent status", packet)
+            self._handle_update_local_status(packet)
+            self._handle_forward(packet)
+        elif packet["packet_type"] == PACKET_TYPE_AGENT_DETAILS:
+            request_id = packet["data"].get("request_id")
+            if request_id is None:
+                request_id = packet["subject_id"]
+            res_event = state.pending_agent_requests.get(request_id)
+            if res_event is not None:
+                state.received_agent_responses[request_id] = packet
+                del state.pending_agent_requests[request_id]
+        elif packet["packet_type"] == PACKET_TYPE_HEARTBEAT:
+            packet["data"] = {"last_mephisto_ping": js_time(state.last_mephisto_ping)}
+            agent_id = packet["subject_id"]
+            agent = state.agent_id_to_agent.get(agent_id)
+            if agent is not None:
+                agent.is_alive = True
+                packet["data"]["status"] = agent.status
+                local_client = state.agent_id_to_client.get(agent.agent_id)
+                if local_client != client and local_client is not None:
+                    # Not communicating to the correct socket, update
+                    debug_log("Updating client for ", agent)
+                    state.agent_id_to_client[agent.agent_id] = client
+                    state.client_id_to_agent[client.mephisto_id] = agent
+            self._handle_forward(packet)
+        else:
+            debug_log("Unknown message", packet)
+
+ +
+ +

Determine the type of message, and then handle via the correct handler

+
+ + +
+
+
#   + + + def + on_close(self, reason: Any) -> None: +
+ +
+ View Source + 
    def on_close(self, reason: Any) -> None:
+        """Mark a socket dead for a LocalAgentState, give time to reconnect"""
+        client = self.ws.handler.active_client
+        debug_log("Some client disconnected!", client.mephisto_id)
+        agent = self.mephisto_state.client_id_to_agent.get(client.mephisto_id)
+        if agent is None:
+            return  # Agent not being tracked
+        agent.is_alive = False
+        agent.disconnect_time = time.time()
+
+ +
+ +

Mark a socket dead for a LocalAgentState, give time to reconnect

+
+ + +
+
+
#   + + + def + make_agent_request( + self, + request_packet: Dict[str, Any] +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def make_agent_request(
+        self, request_packet: Dict[str, Any]
+    ) -> Optional[Dict[str, Any]]:
+        """Make a request to the core Mephisto server, and then await the response"""
+        request_id = request_packet["data"]["request_id"]
+
+        self.mephisto_state.pending_agent_requests[request_id] = True
+        self._send_message(self.mephisto_state.mephisto_socket, request_packet)
+        start_time = time.time()
+        res = None
+        while time.time() - start_time < 30 and res is None:
+            res = self.mephisto_state.received_agent_responses.get(request_id)
+            time.sleep(0.01)
+        if res is not None:
+            del self.mephisto_state.received_agent_responses[request_id]
+        return res
+
+ +
+ +

Make a request to the core Mephisto server, and then await the response

+
+ + +
+
+
Inherited Members
+
+
geventwebsocket.resource.WebSocketApplication
+
protocol_class
+
handle
+
protocol_name
+ +
+
+
+
+
+
#   + +
@mephisto_router.route('/request_agent', methods=['POST'])
+ + def + request_agent(): +
+ +
+ View Source + 
@mephisto_router.route("/request_agent", methods=["POST"])
+def request_agent():
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    request_id = str(uuid4())
+    provider_data = data["provider_data"]
+    assert mephisto_router_app is not None, "Must initialize router before this call"
+    packet = {
+        "packet_type": PACKET_TYPE_REGISTER_AGENT,
+        "subject_id": request_id,
+        "data": {
+            "provider_data": provider_data,
+            "request_id": request_id,
+        },
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    res = mephisto_router_app.make_agent_request(packet)
+    if res is not None:
+        return jsonify(res)
+    else:
+        # Timed out waiting for Mephisto to respond
+        abort(408)
+        return None
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/submit_onboarding', methods=['POST'])
+ + def + submit_onboarding(): +
+ +
+ View Source + 
@mephisto_router.route("/submit_onboarding", methods=["POST"])
+def submit_onboarding():
+    """
+    Parse onboarding as if it were a request sent from the
+    active agent, rather than coming as a request from the router.
+    """
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    provider_data = data["provider_data"]
+    agent_id = provider_data["USED_AGENT_ID"]
+    del provider_data["USED_AGENT_ID"]
+    provider_data["request_id"] = str(uuid4())
+
+    if "onboarding_data" not in provider_data:
+        provider_data["onboarding_data"] = {}
+
+    # Construct and send onboarding submission packet
+    packet = {
+        "packet_type": PACKET_TYPE_SUBMIT_ONBOARDING,
+        "subject_id": agent_id,
+        "data": provider_data,
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    res = mephisto_router_app.make_agent_request(packet)
+    if res is not None:
+        return jsonify(res)
+    else:
+        # Timed out waiting for Mephisto to respond
+        abort(408)
+        return None
+
+ +
+ +

Parse onboarding as if it were a request sent from the +active agent, rather than coming as a request from the router.

+
+ + +
+
+
#   + +
@mephisto_router.route('/submit_task', methods=['POST'])
+ + def + submit_task(): +
+ +
+ View Source + 
@mephisto_router.route("/submit_task", methods=["POST"])
+def submit_task():
+    """Parse task submission as if it were an act"""
+    router_incoming_timestamp = time.time()
+    provider_data = request.get_json()
+    filenames = []
+    if provider_data is None:
+        # Multipart form submit
+        provider_data = request.form.to_dict()
+        files = request.files.to_dict()
+        if len(files) > 0:
+            timestamp = int(time.time())
+            rand = str(uuid4())[:8]
+            for filename, filepoint in files.items():
+                full_name = f"{timestamp}-{rand}-{secure_filename(filename)}"
+                filepoint.save(os.path.join("/tmp/", full_name))
+                filenames.append({"filename": full_name})
+
+    extracted_data = provider_data.get("final_data")
+    if extracted_data is None and "final_string_data" in provider_data:
+        extracted_data = json.loads(provider_data.final_string_data)
+
+    if len(filenames) > 0:
+        extracted_data.files = filenames
+
+    agent_id = provider_data["USED_AGENT_ID"]
+
+    packet = {
+        "packet_type": PACKET_TYPE_SUBMIT_UNIT,
+        "subject_id": agent_id,
+        "data": extracted_data,
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    mephisto_router_app._handle_forward(packet)
+    return jsonify({"status": "Error log sent!"})
+
+ +
+ +

Parse task submission as if it were an act

+
+ + +
+
+
#   + +
@mephisto_router.route('/log_error', methods=['POST'])
+ + def + log_error(): +
+ +
+ View Source + 
@mephisto_router.route("/log_error", methods=["POST"])
+def log_error():
+    router_incoming_timestamp = time.time()
+    data = request.get_json()
+    packet = {
+        "packet_type": PACKET_TYPE_ERROR,
+        "subject_id": data["USED_AGENT_ID"],
+        "data": data["error_data"],
+        "client_timestamp": data["client_timestamp"],
+        "router_incoming_timestamp": router_incoming_timestamp,
+    }
+    mephisto_router_app._handle_forward(packet)
+    return jsonify({"status": "Error log sent!"})
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/is_alive', methods=['GET'])
+ + def + is_alive(): +
+ +
+ View Source + 
@mephisto_router.route("/is_alive", methods=["GET"])
+def is_alive():
+    return jsonify({"status": "Alive!"})
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/get_timestamp', methods=['GET'])
+ + def + get_timestamp(): +
+ +
+ View Source + 
@mephisto_router.route("/get_timestamp", methods=["GET"])
+def get_timestamp():
+    return jsonify({"timestamp": time.time()})
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/download_file/<filename>', methods=['GET'])
+ + def + download_file(filename): +
+ +
+ View Source + 
@mephisto_router.route("/download_file/<filename>", methods=["GET"])
+def download_file(filename):
+    try:
+        return send_from_directory("/tmp/", filename)
+    except:
+        abort(404)
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/')
+ + def + show_index(): +
+ +
+ View Source + 
@mephisto_router.route("/")
+def show_index():
+    try:
+        return send_from_directory("static", "index.html")
+    except:
+        abort(404)
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/task_config.json')
+ + def + get_task_config(res): +
+ +
+ View Source + 
@mephisto_router.route("/task_config.json")
+def get_task_config(res):
+    args = request.args
+    mephisto_task_version = args.get("mephisto_task_version")
+    if mephisto_task_version != CURR_MEPHISTO_TASK_VERSION:
+        _handle_forward(
+            {
+                "packet_type": PACKET_TYPE_ERROR,
+                "subject_id": SYSTEM_CHANNEL_ID,
+                "data": {
+                    "error_type": "version-mismatch",
+                    "text": (
+                        "Package `mephisto-task` version mismatch. Expected "
+                        f"version {CURR_MEPHISTO_TASK_VERSION} but frontend is "
+                        f"currently using {mephisto_task_version}. This may "
+                        "cause unexpected errors, be sure to update your "
+                        "`mephisto-task` dependency with `npm install "
+                        f"mephisto-task@{CURR_MEPHISTO_TASK_VERSION} --save`. "
+                        "If this warning still persists or the version isn't found, "
+                        "please open an issue at "
+                        "https://github.com/facebookresearch/Mephisto/issues"
+                    ),
+                },
+            }
+        )
+    try:
+        return send_from_directory("static", "task_config.json")
+    except:
+        abort(404)
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.route('/<res>')
+ + def + get_static(res): +
+ +
+ View Source + 
@mephisto_router.route("/<res>")
+def get_static(res):
+    try:
+        return send_from_directory("static", res)
+    except:
+        abort(404)
+
+ +
+ + + +
+
+
#   + +
@mephisto_router.after_request
+ + def + add_header(r): +
+ +
+ View Source + 
@mephisto_router.after_request
+def add_header(r):
+    """
+    Add headers to prevent caching, as this server may be used in local
+    development or with the same address but different contents
+    """
+    r.headers["Cache-Control"] = "no-cache, no-store, must-revalidate"
+    r.headers["Pragma"] = "no-cache"
+    r.headers["Expires"] = "0"
+    r.headers["Cache-Control"] = "public, max-age=0"
+    return r
+
+ +
+ +

Add headers to prevent caching, as this server may be used in local +development or with the same address but different contents

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprint.html new file mode 100644 index 000000000..7cfbc4316 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprint.html @@ -0,0 +1,1628 @@ + + + + + + + + + mephisto.abstractions.blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from abc import ABC, abstractmethod
+from typing import (
+    ClassVar,
+    List,
+    Dict,
+    Any,
+    Type,
+    Union,
+    Iterable,
+    Callable,
+    TYPE_CHECKING,
+)
+
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+
+from mephisto.abstractions._subcomponents.task_builder import TaskBuilder
+from mephisto.abstractions._subcomponents.task_runner import TaskRunner
+from mephisto.abstractions._subcomponents.agent_state import AgentState
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import InitializationData
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.worker import Worker
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+@dataclass
+class BlueprintArgs:
+    _blueprint_type: str = MISSING
+    block_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Specify the name of a qualification used to soft block workers.")
+        },
+    )
+
+
+@dataclass
+class SharedTaskState:
+    """
+    Base class for specifying additional state that can't just
+    be passed as Hydra args, like functions and objects
+    """
+
+    task_config: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Values to be included in the frontend MephistoTask.task_config object"
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    qualifications: List[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List of qualification dicts of the form returned by "
+                "mephisto.utils.qualifications.make_qualification_dict "
+                "to be used with this task run."
+            ),
+            "type": "List[Dict]",
+            "default": "[]",
+        },
+    )
+    worker_can_do_unit: Callable[["Worker", "Unit"], bool] = field(
+        default_factory=lambda: (lambda worker, unit: True),
+        metadata={
+            "help": ("Function to evaluate if a worker is eligible for a given unit"),
+            "type": "Callable[[Worker, Unit], bool]",
+            "default": "Returns True always",
+        },
+    )
+    on_unit_submitted: Callable[["Unit"], None] = field(
+        default_factory=lambda: (lambda unit: None),
+        metadata={
+            "help": ("Function to evaluate on every unit completed or disconnected"),
+            "type": "Callable[[Unit], None]",
+            "default": "No-op function",
+        },
+    )
+
+
+class BlueprintMixin(ABC):
+    """
+    Base class for compositional mixins for blueprints
+
+    We expect mixins that subclass other mixins to handle subinitialization
+    work, such that only the highest class needs to be called.
+    """
+
+    # @property
+    # @abstractmethod
+    # def ArgsMixin(self) -> Type[object]:  # Should be a dataclass, to extend BlueprintArgs
+    #     pass
+
+    # @property
+    # @abstractmethod
+    # def SharedStateMixin(
+    #     self,
+    # ) -> Type[object]:  # Also should be a dataclass, to extend SharedTaskState
+    #     pass
+    ArgsMixin: ClassVar[Type[object]]
+    SharedStateMixin: ClassVar[Type[object]]
+
+    @staticmethod
+    def extract_unique_mixins(blueprint_class: Type["Blueprint"]):
+        """Return the unique mixin classes that are used in the given blueprint class"""
+        mixin_subclasses = [
+            clazz
+            for clazz in blueprint_class.mro()
+            if issubclass(clazz, BlueprintMixin)
+        ]
+        target_class: Union[Type["Blueprint"], Type["BlueprintMixin"]] = blueprint_class
+        # Remove magic created with `mixin_args_and_state`
+        while target_class.__name__ == "MixedInBlueprint":
+            target_class = mixin_subclasses.pop(0)
+        removed_locals = [
+            clazz
+            for clazz in mixin_subclasses
+            if "MixedInBlueprint" not in clazz.__name__
+        ]
+        filtered_subclasses = set(
+            clazz
+            for clazz in removed_locals
+            if clazz != BlueprintMixin and clazz != target_class
+        )
+        # we also want to make sure that we don't double-count extensions of mixins, so remove classes that other classes are subclasses of
+        def is_subclassed(clazz):
+            return True in [
+                issubclass(x, clazz) and x != clazz for x in filtered_subclasses
+            ]
+
+        unique_subclasses = [
+            clazz for clazz in filtered_subclasses if not is_subclassed(clazz)
+        ]
+        return unique_subclasses
+
+    @abstractmethod
+    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        raise NotImplementedError()
+
+    @classmethod
+    @abstractmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        raise NotImplementedError()
+
+    @classmethod
+    @abstractmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        raise NotImplementedError()
+
+    @classmethod
+    def mixin_args_and_state(
+        mixin_cls: Type["BlueprintMixin"], target_cls: Type["Blueprint"]
+    ):
+        """
+        Magic utility decorator that can be used to inject mixin configurations
+        (BlueprintArgs and SharedTaskState) without the user needing to define new
+        classes for these. Should only be used by tasks that aren't already specifying
+        new versions of these, which should just inherit otherwise.
+
+        Usage:
+          @register_mephisto_abstraction()
+          @ABlueprintMixin.mixin_args_and_state
+          class MyBlueprint(ABlueprintMixin, Blueprint):
+              pass
+        """
+        # Ignore typing on most of this, as mypy is not able to parse what's happening
+        @dataclass
+        class MixedInArgsClass(mixin_cls.ArgsMixin, target_cls.ArgsClass):  # type: ignore
+            pass
+
+        @dataclass
+        class MixedInSharedStateClass(
+            mixin_cls.SharedStateMixin, target_cls.SharedStateClass  # type: ignore
+        ):
+            pass
+
+        class MixedInBlueprint(target_cls):  # type: ignore
+            ArgsClass = MixedInArgsClass
+            SharedStateClass = MixedInSharedStateClass
+
+        return MixedInBlueprint
+
+
+class Blueprint(ABC):
+    """
+    Configuration class for the various parts of building, launching,
+    and running a task of a specific task. Provides utility functions
+    for managing between the three main components, which are separated
+    into separate classes in acknowledgement that some tasks may have
+    particularly complicated processes for them
+    """
+
+    AgentStateClass: ClassVar[Type["AgentState"]]
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = AgentState  # type: ignore
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]]
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]]
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = BlueprintArgs
+    SharedStateClass: ClassVar[Type["SharedTaskState"]] = SharedTaskState
+    BLUEPRINT_TYPE: str
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        self.args = args
+        self.shared_state = shared_state
+        self.frontend_task_config = shared_state.task_config
+
+        # We automatically call all mixins `init_mixin_config` methods available.
+        mixin_subclasses = BlueprintMixin.extract_unique_mixins(self.__class__)
+        for clazz in mixin_subclasses:
+            clazz.init_mixin_config(self, task_run, args, shared_state)
+
+    @classmethod
+    def get_required_qualifications(
+        cls, args: DictConfig, shared_state: "SharedTaskState"
+    ):
+        quals = []
+        for clazz in BlueprintMixin.extract_unique_mixins(cls):
+            quals += clazz.get_mixin_qualifications(args, shared_state)
+        return quals
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        # We automatically call all mixins `assert_task_args` methods available.
+        mixin_subclasses = BlueprintMixin.extract_unique_mixins(cls)
+        for clazz in mixin_subclasses:
+            clazz.assert_mixin_args(args, shared_state)
+        return
+
+    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options should be fowarded
+        to the client for use by the task's frontend
+        """
+        return self.frontend_task_config.copy()
+
+    @abstractmethod
+    def get_initialization_data(
+        self,
+    ) -> Iterable["InitializationData"]:
+        """
+        Get all of the data used to initialize tasks from this blueprint.
+        Can either be a simple iterable if all the assignments can
+        be processed at once, or a Generator if the number
+        of tasks is unknown or changes based on something running
+        concurrently with the job.
+        """
+        raise NotImplementedError
+
+ +
+ +
+
+
+ #   + + + class + BlueprintArgs: +
+ +
+ View Source + 
class BlueprintArgs:
+    _blueprint_type: str = MISSING
+    block_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Specify the name of a qualification used to soft block workers.")
+        },
+    )
+
+ +
+ +

BlueprintArgs(_blueprint_type: str = '???', block_qualification: str = '???')

+
+ + +
+
#   + + + BlueprintArgs(_blueprint_type: str = '???', block_qualification: str = '???') +
+ + + + +
+
+
#   + + block_qualification: str = '???' +
+ + + + +
+
+
+
+ #   + + + class + SharedTaskState: +
+ +
+ View Source + 
class SharedTaskState:
+    """
+    Base class for specifying additional state that can't just
+    be passed as Hydra args, like functions and objects
+    """
+
+    task_config: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Values to be included in the frontend MephistoTask.task_config object"
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    qualifications: List[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List of qualification dicts of the form returned by "
+                "mephisto.utils.qualifications.make_qualification_dict "
+                "to be used with this task run."
+            ),
+            "type": "List[Dict]",
+            "default": "[]",
+        },
+    )
+    worker_can_do_unit: Callable[["Worker", "Unit"], bool] = field(
+        default_factory=lambda: (lambda worker, unit: True),
+        metadata={
+            "help": ("Function to evaluate if a worker is eligible for a given unit"),
+            "type": "Callable[[Worker, Unit], bool]",
+            "default": "Returns True always",
+        },
+    )
+    on_unit_submitted: Callable[["Unit"], None] = field(
+        default_factory=lambda: (lambda unit: None),
+        metadata={
+            "help": ("Function to evaluate on every unit completed or disconnected"),
+            "type": "Callable[[Unit], None]",
+            "default": "No-op function",
+        },
+    )
+
+ +
+ +

Base class for specifying additional state that can't just +be passed as Hydra args, like functions and objects

+
+ + +
+
#   + + + SharedTaskState( + task_config: Dict[str, Any] = <factory>, + qualifications: List[Any] = <factory>, + worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = <factory>, + on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + BlueprintMixin(abc.ABC): +
+ +
+ View Source + 
class BlueprintMixin(ABC):
+    """
+    Base class for compositional mixins for blueprints
+
+    We expect mixins that subclass other mixins to handle subinitialization
+    work, such that only the highest class needs to be called.
+    """
+
+    # @property
+    # @abstractmethod
+    # def ArgsMixin(self) -> Type[object]:  # Should be a dataclass, to extend BlueprintArgs
+    #     pass
+
+    # @property
+    # @abstractmethod
+    # def SharedStateMixin(
+    #     self,
+    # ) -> Type[object]:  # Also should be a dataclass, to extend SharedTaskState
+    #     pass
+    ArgsMixin: ClassVar[Type[object]]
+    SharedStateMixin: ClassVar[Type[object]]
+
+    @staticmethod
+    def extract_unique_mixins(blueprint_class: Type["Blueprint"]):
+        """Return the unique mixin classes that are used in the given blueprint class"""
+        mixin_subclasses = [
+            clazz
+            for clazz in blueprint_class.mro()
+            if issubclass(clazz, BlueprintMixin)
+        ]
+        target_class: Union[Type["Blueprint"], Type["BlueprintMixin"]] = blueprint_class
+        # Remove magic created with `mixin_args_and_state`
+        while target_class.__name__ == "MixedInBlueprint":
+            target_class = mixin_subclasses.pop(0)
+        removed_locals = [
+            clazz
+            for clazz in mixin_subclasses
+            if "MixedInBlueprint" not in clazz.__name__
+        ]
+        filtered_subclasses = set(
+            clazz
+            for clazz in removed_locals
+            if clazz != BlueprintMixin and clazz != target_class
+        )
+        # we also want to make sure that we don't double-count extensions of mixins, so remove classes that other classes are subclasses of
+        def is_subclassed(clazz):
+            return True in [
+                issubclass(x, clazz) and x != clazz for x in filtered_subclasses
+            ]
+
+        unique_subclasses = [
+            clazz for clazz in filtered_subclasses if not is_subclassed(clazz)
+        ]
+        return unique_subclasses
+
+    @abstractmethod
+    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        raise NotImplementedError()
+
+    @classmethod
+    @abstractmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        raise NotImplementedError()
+
+    @classmethod
+    @abstractmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        raise NotImplementedError()
+
+    @classmethod
+    def mixin_args_and_state(
+        mixin_cls: Type["BlueprintMixin"], target_cls: Type["Blueprint"]
+    ):
+        """
+        Magic utility decorator that can be used to inject mixin configurations
+        (BlueprintArgs and SharedTaskState) without the user needing to define new
+        classes for these. Should only be used by tasks that aren't already specifying
+        new versions of these, which should just inherit otherwise.
+
+        Usage:
+          @register_mephisto_abstraction()
+          @ABlueprintMixin.mixin_args_and_state
+          class MyBlueprint(ABlueprintMixin, Blueprint):
+              pass
+        """
+        # Ignore typing on most of this, as mypy is not able to parse what's happening
+        @dataclass
+        class MixedInArgsClass(mixin_cls.ArgsMixin, target_cls.ArgsClass):  # type: ignore
+            pass
+
+        @dataclass
+        class MixedInSharedStateClass(
+            mixin_cls.SharedStateMixin, target_cls.SharedStateClass  # type: ignore
+        ):
+            pass
+
+        class MixedInBlueprint(target_cls):  # type: ignore
+            ArgsClass = MixedInArgsClass
+            SharedStateClass = MixedInSharedStateClass
+
+        return MixedInBlueprint
+
+ +
+ +

Base class for compositional mixins for blueprints

+ +

We expect mixins that subclass other mixins to handle subinitialization +work, such that only the highest class needs to be called.

+
+ + +
+
#   + +
@staticmethod
+ + def + extract_unique_mixins(blueprint_class: type[mephisto.abstractions.blueprint.Blueprint]): +
+ +
+ View Source + 
    @staticmethod
+    def extract_unique_mixins(blueprint_class: Type["Blueprint"]):
+        """Return the unique mixin classes that are used in the given blueprint class"""
+        mixin_subclasses = [
+            clazz
+            for clazz in blueprint_class.mro()
+            if issubclass(clazz, BlueprintMixin)
+        ]
+        target_class: Union[Type["Blueprint"], Type["BlueprintMixin"]] = blueprint_class
+        # Remove magic created with `mixin_args_and_state`
+        while target_class.__name__ == "MixedInBlueprint":
+            target_class = mixin_subclasses.pop(0)
+        removed_locals = [
+            clazz
+            for clazz in mixin_subclasses
+            if "MixedInBlueprint" not in clazz.__name__
+        ]
+        filtered_subclasses = set(
+            clazz
+            for clazz in removed_locals
+            if clazz != BlueprintMixin and clazz != target_class
+        )
+        # we also want to make sure that we don't double-count extensions of mixins, so remove classes that other classes are subclasses of
+        def is_subclassed(clazz):
+            return True in [
+                issubclass(x, clazz) and x != clazz for x in filtered_subclasses
+            ]
+
+        unique_subclasses = [
+            clazz for clazz in filtered_subclasses if not is_subclassed(clazz)
+        ]
+        return unique_subclasses
+
+ +
+ +

Return the unique mixin classes that are used in the given blueprint class

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + init_mixin_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @abstractmethod
+    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        raise NotImplementedError()
+
+ +
+ +

Method to initialize any required attributes to make this mixin function

+
+ + +
+
+
#   + +
@classmethod
+
@abstractmethod
+ + def + assert_mixin_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @classmethod
+    @abstractmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        raise NotImplementedError()
+
+ +
+ +

Method to validate the incoming args and throw if something won't work

+
+ + +
+
+
#   + +
@classmethod
+
@abstractmethod
+ + def + get_mixin_qualifications( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
    @classmethod
+    @abstractmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        raise NotImplementedError()
+
+ +
+ +

Method to provide any required qualifications to make this mixin function

+
+ + +
+
+
#   + +
@classmethod
+ + def + mixin_args_and_state( + mixin_cls: type[mephisto.abstractions.blueprint.BlueprintMixin], + target_cls: type[mephisto.abstractions.blueprint.Blueprint] +): +
+ +
+ View Source + 
    @classmethod
+    def mixin_args_and_state(
+        mixin_cls: Type["BlueprintMixin"], target_cls: Type["Blueprint"]
+    ):
+        """
+        Magic utility decorator that can be used to inject mixin configurations
+        (BlueprintArgs and SharedTaskState) without the user needing to define new
+        classes for these. Should only be used by tasks that aren't already specifying
+        new versions of these, which should just inherit otherwise.
+
+        Usage:
+          @register_mephisto_abstraction()
+          @ABlueprintMixin.mixin_args_and_state
+          class MyBlueprint(ABlueprintMixin, Blueprint):
+              pass
+        """
+        # Ignore typing on most of this, as mypy is not able to parse what's happening
+        @dataclass
+        class MixedInArgsClass(mixin_cls.ArgsMixin, target_cls.ArgsClass):  # type: ignore
+            pass
+
+        @dataclass
+        class MixedInSharedStateClass(
+            mixin_cls.SharedStateMixin, target_cls.SharedStateClass  # type: ignore
+        ):
+            pass
+
+        class MixedInBlueprint(target_cls):  # type: ignore
+            ArgsClass = MixedInArgsClass
+            SharedStateClass = MixedInSharedStateClass
+
+        return MixedInBlueprint
+
+ +
+ +

Magic utility decorator that can be used to inject mixin configurations +(BlueprintArgs and SharedTaskState) without the user needing to define new +classes for these. Should only be used by tasks that aren't already specifying +new versions of these, which should just inherit otherwise.

+ +

Usage: + @register_mephisto_abstraction() + @ABlueprintMixin.mixin_args_and_state + class MyBlueprint(ABlueprintMixin, Blueprint): + pass

+
+ + +
+
+
+
+ #   + + + class + Blueprint(abc.ABC): +
+ +
+ View Source + 
class Blueprint(ABC):
+    """
+    Configuration class for the various parts of building, launching,
+    and running a task of a specific task. Provides utility functions
+    for managing between the three main components, which are separated
+    into separate classes in acknowledgement that some tasks may have
+    particularly complicated processes for them
+    """
+
+    AgentStateClass: ClassVar[Type["AgentState"]]
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = AgentState  # type: ignore
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]]
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]]
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = BlueprintArgs
+    SharedStateClass: ClassVar[Type["SharedTaskState"]] = SharedTaskState
+    BLUEPRINT_TYPE: str
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        self.args = args
+        self.shared_state = shared_state
+        self.frontend_task_config = shared_state.task_config
+
+        # We automatically call all mixins `init_mixin_config` methods available.
+        mixin_subclasses = BlueprintMixin.extract_unique_mixins(self.__class__)
+        for clazz in mixin_subclasses:
+            clazz.init_mixin_config(self, task_run, args, shared_state)
+
+    @classmethod
+    def get_required_qualifications(
+        cls, args: DictConfig, shared_state: "SharedTaskState"
+    ):
+        quals = []
+        for clazz in BlueprintMixin.extract_unique_mixins(cls):
+            quals += clazz.get_mixin_qualifications(args, shared_state)
+        return quals
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        # We automatically call all mixins `assert_task_args` methods available.
+        mixin_subclasses = BlueprintMixin.extract_unique_mixins(cls)
+        for clazz in mixin_subclasses:
+            clazz.assert_mixin_args(args, shared_state)
+        return
+
+    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options should be fowarded
+        to the client for use by the task's frontend
+        """
+        return self.frontend_task_config.copy()
+
+    @abstractmethod
+    def get_initialization_data(
+        self,
+    ) -> Iterable["InitializationData"]:
+        """
+        Get all of the data used to initialize tasks from this blueprint.
+        Can either be a simple iterable if all the assignments can
+        be processed at once, or a Generator if the number
+        of tasks is unknown or changes based on something running
+        concurrently with the job.
+        """
+        raise NotImplementedError
+
+ +
+ +

Configuration class for the various parts of building, launching, +and running a task of a specific task. Provides utility functions +for managing between the three main components, which are separated +into separate classes in acknowledgement that some tasks may have +particularly complicated processes for them

+
+ + +
+
#   + +
@classmethod
+ + def + get_required_qualifications( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def get_required_qualifications(
+        cls, args: DictConfig, shared_state: "SharedTaskState"
+    ):
+        quals = []
+        for clazz in BlueprintMixin.extract_unique_mixins(cls):
+            quals += clazz.get_mixin_qualifications(args, shared_state)
+        return quals
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        # We automatically call all mixins `assert_task_args` methods available.
+        mixin_subclasses = BlueprintMixin.extract_unique_mixins(cls)
+        for clazz in mixin_subclasses:
+            clazz.assert_mixin_args(args, shared_state)
+        return
+
+ +
+ +

Assert that the provided arguments are valid. Should +fail if a task launched with these arguments would +not work

+
+ + +
+
+
#   + + + def + get_frontend_args(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options should be fowarded
+        to the client for use by the task's frontend
+        """
+        return self.frontend_task_config.copy()
+
+ +
+ +

Specifies what options should be fowarded +to the client for use by the task's frontend

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + get_initialization_data( + self +) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]: +
+ +
+ View Source + 
    @abstractmethod
+    def get_initialization_data(
+        self,
+    ) -> Iterable["InitializationData"]:
+        """
+        Get all of the data used to initialize tasks from this blueprint.
+        Can either be a simple iterable if all the assignments can
+        be processed at once, or a Generator if the number
+        of tasks is unknown or changes based on something running
+        concurrently with the job.
+        """
+        raise NotImplementedError
+
+ +
+ +

Get all of the data used to initialize tasks from this blueprint. +Can either be a simple iterable if all the assignments can +be processed at once, or a Generator if the number +of tasks is unknown or changes based on something running +concurrently with the job.

+
+ + +
+
+
+
+ #   + + + class + Blueprint.OnboardingAgentStateClass(abc.ABC): +
+ +
+ View Source + 
class AgentState(ABC):
+    """
+    Class for holding state information about work by an Agent on a Unit, currently
+    stored as current task work into a json file.
+
+    Specific state implementations will need to be created for different Task Types,
+    as different tasks store and load differing data.
+    """
+
+    # Possible Agent Status Values
+    STATUS_NONE = "none"
+    STATUS_ACCEPTED = "accepted"
+    STATUS_ONBOARDING = "onboarding"
+    STATUS_WAITING = "waiting"
+    STATUS_IN_TASK = "in task"
+    STATUS_COMPLETED = "completed"
+    STATUS_DISCONNECT = "disconnect"
+    STATUS_TIMEOUT = "timeout"
+    STATUS_PARTNER_DISCONNECT = "partner disconnect"
+    STATUS_EXPIRED = "expired"
+    STATUS_RETURNED = "returned"
+    STATUS_APPROVED = "approved"
+    STATUS_SOFT_REJECTED = "soft_rejected"
+    STATUS_REJECTED = "rejected"
+
+    def __new__(cls, agent: Union["Agent", "OnboardingAgent"]) -> "AgentState":
+        """Return the correct agent state for the given agent"""
+        if cls == AgentState:
+            from mephisto.data_model.agent import Agent
+            from mephisto.operations.registry import get_blueprint_from_type
+
+            # We are trying to construct an AgentState, find what type to use and
+            # create that instead
+            if isinstance(agent, Agent):
+                correct_class = get_blueprint_from_type(agent.task_type).AgentStateClass
+            else:
+                correct_class = get_blueprint_from_type(
+                    agent.task_type
+                ).OnboardingAgentStateClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    @staticmethod
+    def complete() -> List[str]:
+        """Return all final Agent statuses which will not be updated by the WorkerPool"""
+        return [
+            AgentState.STATUS_COMPLETED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+            AgentState.STATUS_EXPIRED,
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_SOFT_REJECTED,
+            AgentState.STATUS_APPROVED,
+            AgentState.STATUS_REJECTED,
+        ]
+
+    @staticmethod
+    def valid() -> List[str]:
+        """Return all valid Agent statuses"""
+        return [
+            AgentState.STATUS_NONE,
+            AgentState.STATUS_ACCEPTED,
+            AgentState.STATUS_ONBOARDING,
+            AgentState.STATUS_WAITING,
+            AgentState.STATUS_IN_TASK,
+            AgentState.STATUS_COMPLETED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+            AgentState.STATUS_PARTNER_DISCONNECT,
+            AgentState.STATUS_EXPIRED,
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_SOFT_REJECTED,
+            AgentState.STATUS_APPROVED,
+            AgentState.STATUS_REJECTED,
+        ]
+
+    # Implementations of an AgentState must implement the following:
+
+    @abstractmethod
+    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Implementations should initialize any required files for saving and
+        loading state data somewhere.
+
+        If said file already exists based on the given agent, load that data
+        instead.
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        raise NotImplementedError()
+
+    @abstractmethod
+    def get_init_state(self) -> Optional[Any]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def load_data(self) -> None:
+        """
+        Load stored data from a file to this object
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def get_data(self) -> Dict[str, Any]:
+        """
+        Return the currently stored data for this task in the format
+        expected by any frontend displays
+        """
+        raise NotImplementedError()
+
+    def get_parsed_data(self) -> Any:
+        """
+        Return the portion of the data that is relevant to a human
+        who wants to parse or analyze the data
+
+        Utility function to handle stripping the data of any
+        context that is only important for reproducing the task
+        exactly. By default is just `get_data`
+        """
+        return self.get_data()
+
+    @abstractmethod
+    def save_data(self) -> None:
+        """
+        Save the relevant data from this Unit to a file in the expected location
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Put new live update data into this AgentState. Keep only what is
+        necessary to recreate the task for evaluation and later use.
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def update_submit(self, submit_data: Dict[str, Any]) -> None:
+        """
+        Update this AgentState with the final submission data.
+        """
+        raise NotImplementedError()
+
+    def get_task_start(self) -> Optional[float]:
+        """
+        Return the start time for this task, if it is available
+        """
+        return 0.0
+
+    def get_task_end(self) -> Optional[float]:
+        """
+        Return the end time for this task, if it is available
+        """
+        return 0.0
+
+ +
+ +

Class for holding state information about work by an Agent on a Unit, currently +stored as current task work into a json file.

+ +

Specific state implementations will need to be created for different Task Types, +as different tasks store and load differing data.

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.agent_state.AgentState
+
AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
set_init_state
+
get_init_state
+
load_data
+
get_data
+
get_parsed_data
+
save_data
+
update_data
+
update_submit
+
get_task_start
+
get_task_end
+ +
+
+
+
+
+
+ #   + + + class + Blueprint.ArgsClass: +
+ +
+ View Source + 
class BlueprintArgs:
+    _blueprint_type: str = MISSING
+    block_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Specify the name of a qualification used to soft block workers.")
+        },
+    )
+
+ +
+ +

BlueprintArgs(_blueprint_type: str = '???', block_qualification: str = '???')

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + Blueprint.SharedStateClass: +
+ +
+ View Source + 
class SharedTaskState:
+    """
+    Base class for specifying additional state that can't just
+    be passed as Hydra args, like functions and objects
+    """
+
+    task_config: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Values to be included in the frontend MephistoTask.task_config object"
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    qualifications: List[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List of qualification dicts of the form returned by "
+                "mephisto.utils.qualifications.make_qualification_dict "
+                "to be used with this task run."
+            ),
+            "type": "List[Dict]",
+            "default": "[]",
+        },
+    )
+    worker_can_do_unit: Callable[["Worker", "Unit"], bool] = field(
+        default_factory=lambda: (lambda worker, unit: True),
+        metadata={
+            "help": ("Function to evaluate if a worker is eligible for a given unit"),
+            "type": "Callable[[Worker, Unit], bool]",
+            "default": "Returns True always",
+        },
+    )
+    on_unit_submitted: Callable[["Unit"], None] = field(
+        default_factory=lambda: (lambda unit: None),
+        metadata={
+            "help": ("Function to evaluate on every unit completed or disconnected"),
+            "type": "Callable[[Unit], None]",
+            "default": "No-op function",
+        },
+    )
+
+ +
+ +

Base class for specifying additional state that can't just +be passed as Hydra args, like functions and objects

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints.html b/docs/web/static/python_api/mephisto/abstractions/blueprints.html new file mode 100644 index 000000000..38a535418 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints.html @@ -0,0 +1,349 @@ + + + + + + + + + mephisto.abstractions.blueprints API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints

+ +

Blueprints

+ +

Overview

+ +

Blueprints serve to package tasks (and groups of similar tasks) into a reusable format. They can be used to work through piloting tasks, collecting data, testing different formats, etc. They're also used by the architecture to simplify the data accumulation and review processes. The StaticBlueprint is a good starting example of how to implement a blueprint.

+ +

Implementation Details

+ +

AgentState

+ +

The agent state is responsible for defining the data that is important to store for a specific Unit, as well as methods for writing that locally to disk. To abstract this, it must implement the following methods:

+ +
    +
  • set_init_state(data): given data provided by the get_init_data_for_agent method, initialize this agent state to whatever starting state is relevant for this Unit.
    • +
  • get_init_state(): Return the initial state to be sent to the agent for use in the frontend.
    • +
  • load_data(): Load data that is saved to file to re-initialize the state for this AgentState. Generally data should be stored in self.agent.get_data_dir(), however any storage solution will work as long as it remains consistent.
    • +
  • get_data(): Return the stored data for this task in the format containing everything the frontend needs to render and run the task.
    • +
  • get_parsed_data(): Return the stored data for this task in the format that is relevant for review or packaging the data.
    • +
  • save_data(): Save data to a file such that it can be re-initialized later. Generally data should be stored in self.agent.get_data_dir(), however any storage solution will work as long as it remains consistent, and load_data() will be able to find it.
    • +
  • update_data(): Update the local state stored in this AgentState given the data sent from the frontend. Given your frontend is what packages data to send, this is entirely customizable by the task creator.
    • +
+ +

TaskBuilder

+ +

TaskBuilders exist to abstract away the portion of building a frontend to however one would want to, allowing Mephisto users to design tasks however they'd like. They also can take build options to customize what ends up built. They must implement the following:

+ +
    +
  • build_in_dir(build_dir): Take any important source files and put them into the given build dir. This directory will be deployed to the frontend and will become the static target for completing the task.
    • +
  • get_extra_options(): Return the specific task options that are relevant to customize the frontend when build_in_dir is called.
    • +
+ +

TaskRunner

+ +

The TaskRunner component of a blueprint is responsible for actually stepping Agents through the task when it is live. It is, in short, able to set up task control. A TaskRunner needs to implement the following:

+ +
    +
  • get_init_data_for_agent: Provide initial data for an assignment. If this agent is reconnecting (and as such attached to an existing task), update that task to point to the new agent (as the old agent object will no longer receive data from the frontend).
    • +
  • run_assignment: Handle setup for any resources required to get this assignment running. It will be launched in a background thread, and should be tolerant to being interrupted by cleanup_assignment.
    • +
  • cleanup_assignment: Send any signals to the required thread for the given assignment to tell it to terminate, then clean up any resources that were set within it.
    • +
  • get_data_for_assignment (optional): Get the data that an assignment is going to use when run. By default, this pulls from assignment.get_assignment_data() however if a task has a special storage mechanism or data type, the assignment data can be fetched here.
    • +
+ +

SharedTaskState

+ +

A blueprint is able to create a container that handles any shared data that is initialized during a task or modified between tasks, or for function hooks that are used across a run. The following hooks are already provided in the base:

+ +
    +
  • validate_onboarding: A function that takes in an onboarding agent's AgentState.get_data() call, and should always return a boolean of if that state represents a successful onboarding completion.
    • +
  • worker_can_do_unit: A function that takes in a Worker and a Unit, and should return a boolean representing if the worker is eligible to work on that particular unit.
    • +
  • on_unit_submitted: A function that takes in a Unit after a TaskRunner ends, and is able to do any automatic post-processing operations on that unit that a Mephisto user may want.
    • +
+ +

Blueprint Mixins

+ +

Blueprints sometimes share some component functionality that may be useful across a multitude of tasks. We capture these in mixins. Mephisto is able to recognize certain mixins in order to complete additional operations, however custom mixins may help cut down on boiler plate in common run_task.py scripts. As your tasks mature, we suggest utilizing blueprint mixins to share common workflows and design patterns you observe.

+ +

OnboardingRequired

+ +

This mixin allows for blueprints that require people to complete an onboarding task _before_ they're even able to start on their first task. Usually this is useful for providing task context, and then quizzing workers to see if they understand what's provided. Tasks using this mixin will activate onboarding mode for new Workers whenever the mephisto.blueprint.onboarding_qualification hydra argument is provided.

+ +

ScreenTaskRequired

+ +

This mixin allows for blueprints that require people to complete a _test_ version of the real task the first time a worker does the task. This allows you to validate workers on a run of the real task, either on your actual data (when providing SharedTaskState.screening_data_factory=False) or on test data that you may more easily validate using (when providing a generator to SharedTaskState.screening_data_factory). The tasks should be the same as your standard task, just able to be easily validated. You do pay for screening tasks, and as such we ask you set mephisto.blueprint.max_screening_units to put a cap on how many screening units you want to launch.

+ +

Implementations

+ +

StaticBlueprint

+ +

The StaticBlueprint class allows a replication of the interface that MTurk provides, being able to take a snippet of HTML and a .csv file and deploy tasks that fill templates of the HTML with values from the .csv.

+ +

You can also specify the task data in a .json file, or by passing the data array or a generator to SharedStaticTaskState.static_task_data.

+ +

MockBlueprint

+ +

The MockBlueprint exists to test other parts of the Mephisto architecture, and doesn't actually provide a real task.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract.html new file mode 100644 index 000000000..6aea76410 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract.html @@ -0,0 +1,265 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract

+ +

Abstract blueprints

+ +

The blueprints present in this folder provide a set of common underlying blueprint infrastructure, but are incomplete in some form or other. They are not registered as blueprints because they aren't intended to be launched, but rather to be extended upon.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task.html new file mode 100644 index 000000000..78d97d9fe --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task.html @@ -0,0 +1,253 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract.static_task API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract.static_task

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/empty_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/empty_task_builder.html new file mode 100644 index 000000000..8c67dd4d9 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/empty_task_builder.html @@ -0,0 +1,345 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskBuilder
+
+
+class EmptyStaticTaskBuilder(TaskBuilder):
+    """
+    Abstract class for a task builder for static tasks
+    """
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        raise AssertionError(
+            "Classes that extend the abstract StaticBlueprint must define a custom "
+            "TaskBuilder class that pulls the correct frontend together. Examples "
+            "can be seen in the static_react_task and static_html_task folders. "
+            "Note that extra static content will be provided in `args.blueprint.extra_source_dir` "
+        )
+
+ +
+ +
+
+
+ #   + + + class + EmptyStaticTaskBuilder(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class EmptyStaticTaskBuilder(TaskBuilder):
+    """
+    Abstract class for a task builder for static tasks
+    """
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        raise AssertionError(
+            "Classes that extend the abstract StaticBlueprint must define a custom "
+            "TaskBuilder class that pulls the correct frontend together. Examples "
+            "can be seen in the static_react_task and static_html_task folders. "
+            "Note that extra static content will be provided in `args.blueprint.extra_source_dir` "
+        )
+
+ +
+ +

Abstract class for a task builder for static tasks

+
+ + +
+
#   + + + def + build_in_dir(self, build_dir: str): +
+ +
+ View Source + 
    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        raise AssertionError(
+            "Classes that extend the abstract StaticBlueprint must define a custom "
+            "TaskBuilder class that pulls the correct frontend together. Examples "
+            "can be seen in the static_react_task and static_html_task folders. "
+            "Note that extra static content will be provided in `args.blueprint.extra_source_dir` "
+        )
+
+ +
+ +

Build the frontend if it doesn't exist, then copy into the server directory

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_agent_state.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_agent_state.html new file mode 100644 index 000000000..9346a091e --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_agent_state.html @@ -0,0 +1,817 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract.static_task.static_agent_state API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract.static_task.static_agent_state

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Dict, Optional, Any, TYPE_CHECKING
+from mephisto.abstractions.blueprint import AgentState
+import os
+import json
+import time
+import weakref
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.packet import Packet
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+DATA_FILE = "agent_data.json"
+
+
+class StaticAgentState(AgentState):
+    """
+    Agent state for static tasks.
+    """
+
+    def _get_empty_state(self) -> Dict[str, Optional[Dict[str, Any]]]:
+        return {
+            "inputs": None,
+            "outputs": None,
+            "times": {"task_start": 0, "task_end": 0},
+        }
+
+    def __init__(self, agent: "Agent"):
+        """
+        Static agent states should store
+        input dict -> output dict pairs to disc
+        """
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Optional[Dict[str, Any]]] = self._get_empty_state()
+        self.load_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.get_init_state() is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.state["inputs"] = data
+            times_dict = self.state["times"]
+            assert isinstance(times_dict, dict)
+            times_dict["task_start"] = time.time()
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.state["inputs"] is None:
+            return None
+        return self.state["inputs"].copy()
+
+    def load_data(self) -> None:
+        """Load data for this agent from disk"""
+        data_dir = self.agent.get_data_dir()
+        data_path = os.path.join(data_dir, DATA_FILE)
+        if os.path.exists(data_path):
+            with open(data_path, "r") as data_file:
+                self.state = json.load(data_file)
+        else:
+            self.state = self._get_empty_state()
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state.copy()
+
+    def save_data(self) -> None:
+        """Save static agent data to disk"""
+        data_dir = self.agent.get_data_dir()
+        os.makedirs(data_dir, exist_ok=True)
+        out_filename = os.path.join(data_dir, DATA_FILE)
+        with open(out_filename, "w+") as data_file:
+            json.dump(self.state, data_file)
+        logger.info(f"SAVED_DATA_TO_DISC at {out_filename}")
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Process the incoming data packet, and handle updating the state
+        """
+        raise Exception("Static tasks should only have final act, but got live update")
+
+    def update_submit(self, submission_data: Dict[str, Any]) -> None:
+        """Move the submitted output to the local dict"""
+        outputs: Dict[str, Any]
+        output_files = submission_data.get("files")
+        if output_files is not None:
+            submission_data["files"] = [f["filename"] for f in submission_data["files"]]
+        self.state["outputs"] = submission_data
+        times_dict = self.state["times"]
+        assert isinstance(times_dict, dict)
+        times_dict["task_end"] = time.time()
+        self.save_data()
+
+    def get_task_start(self) -> Optional[float]:
+        """
+        Extract out and return the start time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_start"]
+
+    def get_task_end(self) -> Optional[float]:
+        """
+        Extract out and return the end time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_end"]
+
+ +
+ +
+
+
+ #   + + + class + StaticAgentState(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class StaticAgentState(AgentState):
+    """
+    Agent state for static tasks.
+    """
+
+    def _get_empty_state(self) -> Dict[str, Optional[Dict[str, Any]]]:
+        return {
+            "inputs": None,
+            "outputs": None,
+            "times": {"task_start": 0, "task_end": 0},
+        }
+
+    def __init__(self, agent: "Agent"):
+        """
+        Static agent states should store
+        input dict -> output dict pairs to disc
+        """
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Optional[Dict[str, Any]]] = self._get_empty_state()
+        self.load_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.get_init_state() is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.state["inputs"] = data
+            times_dict = self.state["times"]
+            assert isinstance(times_dict, dict)
+            times_dict["task_start"] = time.time()
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.state["inputs"] is None:
+            return None
+        return self.state["inputs"].copy()
+
+    def load_data(self) -> None:
+        """Load data for this agent from disk"""
+        data_dir = self.agent.get_data_dir()
+        data_path = os.path.join(data_dir, DATA_FILE)
+        if os.path.exists(data_path):
+            with open(data_path, "r") as data_file:
+                self.state = json.load(data_file)
+        else:
+            self.state = self._get_empty_state()
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state.copy()
+
+    def save_data(self) -> None:
+        """Save static agent data to disk"""
+        data_dir = self.agent.get_data_dir()
+        os.makedirs(data_dir, exist_ok=True)
+        out_filename = os.path.join(data_dir, DATA_FILE)
+        with open(out_filename, "w+") as data_file:
+            json.dump(self.state, data_file)
+        logger.info(f"SAVED_DATA_TO_DISC at {out_filename}")
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Process the incoming data packet, and handle updating the state
+        """
+        raise Exception("Static tasks should only have final act, but got live update")
+
+    def update_submit(self, submission_data: Dict[str, Any]) -> None:
+        """Move the submitted output to the local dict"""
+        outputs: Dict[str, Any]
+        output_files = submission_data.get("files")
+        if output_files is not None:
+            submission_data["files"] = [f["filename"] for f in submission_data["files"]]
+        self.state["outputs"] = submission_data
+        times_dict = self.state["times"]
+        assert isinstance(times_dict, dict)
+        times_dict["task_end"] = time.time()
+        self.save_data()
+
+    def get_task_start(self) -> Optional[float]:
+        """
+        Extract out and return the start time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_start"]
+
+    def get_task_end(self) -> Optional[float]:
+        """
+        Extract out and return the end time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_end"]
+
+ +
+ +

Agent state for static tasks.

+
+ + +
+
#   + + + StaticAgentState(agent: mephisto.data_model.agent.Agent) +
+ +
+ View Source + 
    def __init__(self, agent: "Agent"):
+        """
+        Static agent states should store
+        input dict -> output dict pairs to disc
+        """
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Optional[Dict[str, Any]]] = self._get_empty_state()
+        self.load_data()
+
+ +
+ +

Static agent states should store +input dict -> output dict pairs to disc

+
+ + +
+
+
#   + + + def + set_init_state(self, data: Any) -> bool: +
+ +
+ View Source + 
    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.get_init_state() is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.state["inputs"] = data
+            times_dict = self.state["times"]
+            assert isinstance(times_dict, dict)
+            times_dict["task_start"] = time.time()
+            self.save_data()
+            return True
+
+ +
+ +

Set the initial state for this agent

+
+ + +
+
+
#   + + + def + get_init_state(self) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.state["inputs"] is None:
+            return None
+        return self.state["inputs"].copy()
+
+ +
+ +

Return the initial state for this agent, +None if no such state exists

+
+ + +
+
+
#   + + + def + load_data(self) -> None: +
+ +
+ View Source + 
    def load_data(self) -> None:
+        """Load data for this agent from disk"""
+        data_dir = self.agent.get_data_dir()
+        data_path = os.path.join(data_dir, DATA_FILE)
+        if os.path.exists(data_path):
+            with open(data_path, "r") as data_file:
+                self.state = json.load(data_file)
+        else:
+            self.state = self._get_empty_state()
+
+ +
+ +

Load data for this agent from disk

+
+ + +
+
+
#   + + + def + get_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state.copy()
+
+ +
+ +

Return dict of this agent's state

+
+ + +
+
+
#   + + + def + save_data(self) -> None: +
+ +
+ View Source + 
    def save_data(self) -> None:
+        """Save static agent data to disk"""
+        data_dir = self.agent.get_data_dir()
+        os.makedirs(data_dir, exist_ok=True)
+        out_filename = os.path.join(data_dir, DATA_FILE)
+        with open(out_filename, "w+") as data_file:
+            json.dump(self.state, data_file)
+        logger.info(f"SAVED_DATA_TO_DISC at {out_filename}")
+
+ +
+ +

Save static agent data to disk

+
+ + +
+
+
#   + + + def + update_data(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Process the incoming data packet, and handle updating the state
+        """
+        raise Exception("Static tasks should only have final act, but got live update")
+
+ +
+ +

Process the incoming data packet, and handle updating the state

+
+ + +
+
+
#   + + + def + update_submit(self, submission_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_submit(self, submission_data: Dict[str, Any]) -> None:
+        """Move the submitted output to the local dict"""
+        outputs: Dict[str, Any]
+        output_files = submission_data.get("files")
+        if output_files is not None:
+            submission_data["files"] = [f["filename"] for f in submission_data["files"]]
+        self.state["outputs"] = submission_data
+        times_dict = self.state["times"]
+        assert isinstance(times_dict, dict)
+        times_dict["task_end"] = time.time()
+        self.save_data()
+
+ +
+ +

Move the submitted output to the local dict

+
+ + +
+
+
#   + + + def + get_task_start(self) -> Union[float, NoneType]: +
+ +
+ View Source + 
    def get_task_start(self) -> Optional[float]:
+        """
+        Extract out and return the start time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_start"]
+
+ +
+ +

Extract out and return the start time recorded for this task.

+
+ + +
+
+
#   + + + def + get_task_end(self) -> Union[float, NoneType]: +
+ +
+ View Source + 
    def get_task_end(self) -> Optional[float]:
+        """
+        Extract out and return the end time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_end"]
+
+ +
+ +

Extract out and return the end time recorded for this task.

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_blueprint.html new file mode 100644 index 000000000..947eeb60d --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_blueprint.html @@ -0,0 +1,1623 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract.static_task.static_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract.static_task.static_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import (
+    Blueprint,
+    BlueprintArgs,
+    SharedTaskState,
+)
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+    OnboardingSharedState,
+    OnboardingRequiredArgs,
+)
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.assignment import InitializationData
+from mephisto.abstractions.blueprints.abstract.static_task.static_agent_state import (
+    StaticAgentState,
+)
+from mephisto.abstractions.blueprints.abstract.static_task.static_task_runner import (
+    StaticTaskRunner,
+)
+from mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder import (
+    EmptyStaticTaskBuilder,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+
+import os
+import time
+import csv
+import json
+import types
+
+from typing import ClassVar, List, Type, Any, Dict, Iterable, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import (
+        AgentState,
+        TaskRunner,
+        TaskBuilder,
+        OnboardingAgent,
+    )
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+
+
+BLUEPRINT_TYPE_STATIC = "abstract_static"
+
+
+@dataclass
+class SharedStaticTaskState(OnboardingSharedState, SharedTaskState):
+    static_task_data: Iterable[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List or generator that returns dicts of task data. Generators can be "
+                "used for tasks with lengths that aren't known at the start of a "
+                "run, or are otherwise determined during the run. "
+            ),
+            "type": "Iterable[Dict[str, Any]]",
+            "default": "[]",
+        },
+    )
+
+
+@dataclass
+class StaticBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Abstract Static Blueprints should not be launched manually, but "
+                "include all tasks with units containing just one input and output "
+                "of arbitrary data, with no live component. "
+            )
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the HTML may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    data_json: str = field(
+        default=MISSING, metadata={"help": "Path to JSON file containing task data"}
+    )
+    data_jsonl: str = field(
+        default=MISSING, metadata={"help": "Path to JSON-L file containing task data"}
+    )
+    data_csv: str = field(
+        default=MISSING, metadata={"help": "Path to csv file containing task data"}
+    )
+
+
+class StaticBlueprint(OnboardingRequired, Blueprint):
+    """
+    Abstract blueprint for a task that runs without any extensive backend.
+    These are generally one-off tasks sending data to the frontend and then
+    awaiting a response.
+    """
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = StaticAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = StaticAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = EmptyStaticTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = StaticTaskRunner
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = StaticBlueprintArgs
+    SharedStateClass = SharedStaticTaskState
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedStaticTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+
+        # Originally just a list of dicts, but can also be a generator of dicts
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        super().assert_task_args(args, shared_state)
+
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Must use SharedStaticTaskState for static blueprints"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO(#97) can we check something about this?
+                # Some discussion here: https://stackoverflow.com/questions/661603/how-do-i-know-if-a-generator-is-empty-from-the-start
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +
+
+
+ #   + + + class + SharedStaticTaskState(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedStaticTaskState(OnboardingSharedState, SharedTaskState):
+    static_task_data: Iterable[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List or generator that returns dicts of task data. Generators can be "
+                "used for tasks with lengths that aren't known at the start of a "
+                "run, or are otherwise determined during the run. "
+            ),
+            "type": "Iterable[Dict[str, Any]]",
+            "default": "[]",
+        },
+    )
+
+ +
+ +

SharedStaticTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , static_task_data: Iterable[Any] = )

+
+ + +
+
#   + + + SharedStaticTaskState( + task_config: Dict[str, Any] = <factory>, + qualifications: List[Any] = <factory>, + worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = <factory>, + on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = <factory>, + onboarding_data: Dict[str, Any] = <factory>, + validate_onboarding: Callable[[Any], bool] = <factory>, + static_task_data: Iterable[Any] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + StaticBlueprintArgs(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class StaticBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Abstract Static Blueprints should not be launched manually, but "
+                "include all tasks with units containing just one input and output "
+                "of arbitrary data, with no live component. "
+            )
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the HTML may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    data_json: str = field(
+        default=MISSING, metadata={"help": "Path to JSON file containing task data"}
+    )
+    data_jsonl: str = field(
+        default=MISSING, metadata={"help": "Path to JSON-L file containing task data"}
+    )
+    data_csv: str = field(
+        default=MISSING, metadata={"help": "Path to csv file containing task data"}
+    )
+
+ +
+ +

StaticBlueprintArgs(_blueprint_type: str = 'abstract_static', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'StaticBlueprint', units_per_assignment: int = 1, extra_source_dir: str = '???', data_json: str = '???', data_jsonl: str = '???', data_csv: str = '???')

+
+ + +
+
#   + + + StaticBlueprintArgs( + _blueprint_type: str = 'abstract_static', + block_qualification: str = '???', + onboarding_qualification: str = '???', + _group: str = 'StaticBlueprint', + units_per_assignment: int = 1, + extra_source_dir: str = '???', + data_json: str = '???', + data_jsonl: str = '???', + data_csv: str = '???' +) +
+ + + + +
+
+
#   + + units_per_assignment: int = 1 +
+ + + + +
+
+
#   + + extra_source_dir: str = '???' +
+ + + + +
+
+
#   + + data_json: str = '???' +
+ + + + +
+
+
#   + + data_jsonl: str = '???' +
+ + + + +
+
+
#   + + data_csv: str = '???' +
+ + + + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + StaticBlueprint(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint): +
+ +
+ View Source + 
class StaticBlueprint(OnboardingRequired, Blueprint):
+    """
+    Abstract blueprint for a task that runs without any extensive backend.
+    These are generally one-off tasks sending data to the frontend and then
+    awaiting a response.
+    """
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = StaticAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = StaticAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = EmptyStaticTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = StaticTaskRunner
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = StaticBlueprintArgs
+    SharedStateClass = SharedStaticTaskState
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedStaticTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+
+        # Originally just a list of dicts, but can also be a generator of dicts
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        super().assert_task_args(args, shared_state)
+
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Must use SharedStaticTaskState for static blueprints"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO(#97) can we check something about this?
+                # Some discussion here: https://stackoverflow.com/questions/661603/how-do-i-know-if-a-generator-is-empty-from-the-start
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +

Abstract blueprint for a task that runs without any extensive backend. +These are generally one-off tasks sending data to the frontend and then +awaiting a response.

+
+ + +
+
#   + + + StaticBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedStaticTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+
+        # Originally just a list of dicts, but can also be a generator of dicts
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        super().assert_task_args(args, shared_state)
+
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Must use SharedStaticTaskState for static blueprints"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO(#97) can we check something about this?
+                # Some discussion here: https://stackoverflow.com/questions/661603/how-do-i-know-if-a-generator-is-empty-from-the-start
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+ +
+ +

Ensure that the data can be properly loaded

+
+ + +
+
+
#   + + + def + get_initialization_data( + self +) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]: +
+ +
+ View Source + 
    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +

Return the InitializationData retrieved from the specified stream

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + StaticBlueprint.AgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class StaticAgentState(AgentState):
+    """
+    Agent state for static tasks.
+    """
+
+    def _get_empty_state(self) -> Dict[str, Optional[Dict[str, Any]]]:
+        return {
+            "inputs": None,
+            "outputs": None,
+            "times": {"task_start": 0, "task_end": 0},
+        }
+
+    def __init__(self, agent: "Agent"):
+        """
+        Static agent states should store
+        input dict -> output dict pairs to disc
+        """
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Optional[Dict[str, Any]]] = self._get_empty_state()
+        self.load_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.get_init_state() is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.state["inputs"] = data
+            times_dict = self.state["times"]
+            assert isinstance(times_dict, dict)
+            times_dict["task_start"] = time.time()
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.state["inputs"] is None:
+            return None
+        return self.state["inputs"].copy()
+
+    def load_data(self) -> None:
+        """Load data for this agent from disk"""
+        data_dir = self.agent.get_data_dir()
+        data_path = os.path.join(data_dir, DATA_FILE)
+        if os.path.exists(data_path):
+            with open(data_path, "r") as data_file:
+                self.state = json.load(data_file)
+        else:
+            self.state = self._get_empty_state()
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state.copy()
+
+    def save_data(self) -> None:
+        """Save static agent data to disk"""
+        data_dir = self.agent.get_data_dir()
+        os.makedirs(data_dir, exist_ok=True)
+        out_filename = os.path.join(data_dir, DATA_FILE)
+        with open(out_filename, "w+") as data_file:
+            json.dump(self.state, data_file)
+        logger.info(f"SAVED_DATA_TO_DISC at {out_filename}")
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Process the incoming data packet, and handle updating the state
+        """
+        raise Exception("Static tasks should only have final act, but got live update")
+
+    def update_submit(self, submission_data: Dict[str, Any]) -> None:
+        """Move the submitted output to the local dict"""
+        outputs: Dict[str, Any]
+        output_files = submission_data.get("files")
+        if output_files is not None:
+            submission_data["files"] = [f["filename"] for f in submission_data["files"]]
+        self.state["outputs"] = submission_data
+        times_dict = self.state["times"]
+        assert isinstance(times_dict, dict)
+        times_dict["task_end"] = time.time()
+        self.save_data()
+
+    def get_task_start(self) -> Optional[float]:
+        """
+        Extract out and return the start time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_start"]
+
+    def get_task_end(self) -> Optional[float]:
+        """
+        Extract out and return the end time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_end"]
+
+ +
+ +

Agent state for static tasks.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+ +
+
+
+
+
+
+ #   + + + class + StaticBlueprint.OnboardingAgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class StaticAgentState(AgentState):
+    """
+    Agent state for static tasks.
+    """
+
+    def _get_empty_state(self) -> Dict[str, Optional[Dict[str, Any]]]:
+        return {
+            "inputs": None,
+            "outputs": None,
+            "times": {"task_start": 0, "task_end": 0},
+        }
+
+    def __init__(self, agent: "Agent"):
+        """
+        Static agent states should store
+        input dict -> output dict pairs to disc
+        """
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Optional[Dict[str, Any]]] = self._get_empty_state()
+        self.load_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.get_init_state() is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.state["inputs"] = data
+            times_dict = self.state["times"]
+            assert isinstance(times_dict, dict)
+            times_dict["task_start"] = time.time()
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.state["inputs"] is None:
+            return None
+        return self.state["inputs"].copy()
+
+    def load_data(self) -> None:
+        """Load data for this agent from disk"""
+        data_dir = self.agent.get_data_dir()
+        data_path = os.path.join(data_dir, DATA_FILE)
+        if os.path.exists(data_path):
+            with open(data_path, "r") as data_file:
+                self.state = json.load(data_file)
+        else:
+            self.state = self._get_empty_state()
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state.copy()
+
+    def save_data(self) -> None:
+        """Save static agent data to disk"""
+        data_dir = self.agent.get_data_dir()
+        os.makedirs(data_dir, exist_ok=True)
+        out_filename = os.path.join(data_dir, DATA_FILE)
+        with open(out_filename, "w+") as data_file:
+            json.dump(self.state, data_file)
+        logger.info(f"SAVED_DATA_TO_DISC at {out_filename}")
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Process the incoming data packet, and handle updating the state
+        """
+        raise Exception("Static tasks should only have final act, but got live update")
+
+    def update_submit(self, submission_data: Dict[str, Any]) -> None:
+        """Move the submitted output to the local dict"""
+        outputs: Dict[str, Any]
+        output_files = submission_data.get("files")
+        if output_files is not None:
+            submission_data["files"] = [f["filename"] for f in submission_data["files"]]
+        self.state["outputs"] = submission_data
+        times_dict = self.state["times"]
+        assert isinstance(times_dict, dict)
+        times_dict["task_end"] = time.time()
+        self.save_data()
+
+    def get_task_start(self) -> Optional[float]:
+        """
+        Extract out and return the start time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_start"]
+
+    def get_task_end(self) -> Optional[float]:
+        """
+        Extract out and return the end time recorded for this task.
+        """
+        stored_times = self.state["times"]
+        assert stored_times is not None
+        return stored_times["task_end"]
+
+ +
+ +

Agent state for static tasks.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+ +
+
+
+
+
+
+ #   + + + class + StaticBlueprint.TaskBuilderClass(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class EmptyStaticTaskBuilder(TaskBuilder):
+    """
+    Abstract class for a task builder for static tasks
+    """
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        raise AssertionError(
+            "Classes that extend the abstract StaticBlueprint must define a custom "
+            "TaskBuilder class that pulls the correct frontend together. Examples "
+            "can be seen in the static_react_task and static_html_task folders. "
+            "Note that extra static content will be provided in `args.blueprint.extra_source_dir` "
+        )
+
+ +
+ +

Abstract class for a task builder for static tasks

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + StaticBlueprint.TaskRunnerClass(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class StaticTaskRunner(TaskRunner):
+    """
+    Task runner for a static task
+
+    Static tasks always assume single unit assignments,
+    as only one person can work on them at a time
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.is_concurrent = False
+        self.assignment_duration_in_seconds = (
+            task_run.get_task_args().assignment_duration_in_seconds
+        )
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            return assignment_data.shared
+
+    def run_onboarding(self, agent: "OnboardingAgent"):
+        """
+        Static onboarding flows exactly like a regular task, waiting for
+        the submit to come through
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent"):
+        """Nothing to clean up in a static onboarding"""
+        return
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Static runners will get the task data, send it to the user, then
+        wait for the agent to act (the data to be completed)
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """There is currently no cleanup associated with killing an incomplete task"""
+        return
+
+ +
+ +

Task runner for a static task

+ +

Static tasks always assume single unit assignments, +as only one person can work on them at a time

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+
run_assignment
+
cleanup_assignment
+ +
+
+
+
+
+
+ #   + + + class + StaticBlueprint.ArgsClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class StaticBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Abstract Static Blueprints should not be launched manually, but "
+                "include all tasks with units containing just one input and output "
+                "of arbitrary data, with no live component. "
+            )
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the HTML may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    data_json: str = field(
+        default=MISSING, metadata={"help": "Path to JSON file containing task data"}
+    )
+    data_jsonl: str = field(
+        default=MISSING, metadata={"help": "Path to JSON-L file containing task data"}
+    )
+    data_csv: str = field(
+        default=MISSING, metadata={"help": "Path to csv file containing task data"}
+    )
+
+ +
+ +

StaticBlueprintArgs(_blueprint_type: str = 'abstract_static', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'StaticBlueprint', units_per_assignment: int = 1, extra_source_dir: str = '???', data_json: str = '???', data_jsonl: str = '???', data_csv: str = '???')

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + StaticBlueprint.SharedStateClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedStaticTaskState(OnboardingSharedState, SharedTaskState):
+    static_task_data: Iterable[Any] = field(
+        default_factory=list,
+        metadata={
+            "help": (
+                "List or generator that returns dicts of task data. Generators can be "
+                "used for tasks with lengths that aren't known at the start of a "
+                "run, or are otherwise determined during the run. "
+            ),
+            "type": "Iterable[Dict[str, Any]]",
+            "default": "[]",
+        },
+    )
+
+ +
+ +

SharedStaticTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , static_task_data: Iterable[Any] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_task_runner.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_task_runner.html new file mode 100644 index 000000000..e2b45029c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/abstract/static_task/static_task_runner.html @@ -0,0 +1,603 @@ + + + + + + + + + mephisto.abstractions.blueprints.abstract.static_task.static_task_runner API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.abstract.static_task.static_task_runner

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskRunner
+
+import os
+import time
+import threading
+
+from typing import ClassVar, List, Type, Any, Dict, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import InitializationData
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from omegaconf import DictConfig
+
+
+class StaticTaskRunner(TaskRunner):
+    """
+    Task runner for a static task
+
+    Static tasks always assume single unit assignments,
+    as only one person can work on them at a time
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.is_concurrent = False
+        self.assignment_duration_in_seconds = (
+            task_run.get_task_args().assignment_duration_in_seconds
+        )
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            return assignment_data.shared
+
+    def run_onboarding(self, agent: "OnboardingAgent"):
+        """
+        Static onboarding flows exactly like a regular task, waiting for
+        the submit to come through
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent"):
+        """Nothing to clean up in a static onboarding"""
+        return
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Static runners will get the task data, send it to the user, then
+        wait for the agent to act (the data to be completed)
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """There is currently no cleanup associated with killing an incomplete task"""
+        return
+
+ +
+ +
+
+
+ #   + + + class + StaticTaskRunner(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class StaticTaskRunner(TaskRunner):
+    """
+    Task runner for a static task
+
+    Static tasks always assume single unit assignments,
+    as only one person can work on them at a time
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.is_concurrent = False
+        self.assignment_duration_in_seconds = (
+            task_run.get_task_args().assignment_duration_in_seconds
+        )
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            return assignment_data.shared
+
+    def run_onboarding(self, agent: "OnboardingAgent"):
+        """
+        Static onboarding flows exactly like a regular task, waiting for
+        the submit to come through
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent"):
+        """Nothing to clean up in a static onboarding"""
+        return
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Static runners will get the task data, send it to the user, then
+        wait for the agent to act (the data to be completed)
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """There is currently no cleanup associated with killing an incomplete task"""
+        return
+
+ +
+ +

Task runner for a static task

+ +

Static tasks always assume single unit assignments, +as only one person can work on them at a time

+
+ + +
+
#   + + + StaticTaskRunner( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __new__(
+        cls, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> "TaskRunner":
+        """Get the correct TaskRunner for this task run"""
+        if cls == TaskRunner:
+            from mephisto.operations.registry import get_blueprint_from_type
+
+            # We are trying to construct an AgentState, find what type to use and
+            # create that instead
+            correct_class = get_blueprint_from_type(task_run.task_type).TaskRunnerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

Get the correct TaskRunner for this task run

+
+ + +
+
+
#   + + + def + get_init_data_for_agent(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            return assignment_data.shared
+
+ +
+ +

Return the data for an agent already assigned to a particular unit

+
+ + +
+
+
#   + + + def + run_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent): +
+ +
+ View Source + 
    def run_onboarding(self, agent: "OnboardingAgent"):
+        """
+        Static onboarding flows exactly like a regular task, waiting for
+        the submit to come through
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+ +
+ +

Static onboarding flows exactly like a regular task, waiting for +the submit to come through

+
+ + +
+
+
#   + + + def + cleanup_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent): +
+ +
+ View Source + 
    def cleanup_onboarding(self, agent: "OnboardingAgent"):
+        """Nothing to clean up in a static onboarding"""
+        return
+
+ +
+ +

Nothing to clean up in a static onboarding

+
+ + +
+
+
#   + + + def + run_unit( + self, + unit: mephisto.data_model.unit.Unit, + agent: mephisto.data_model.agent.Agent +) -> None: +
+ +
+ View Source + 
    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Static runners will get the task data, send it to the user, then
+        wait for the agent to act (the data to be completed)
+        """
+        agent.await_submit(self.assignment_duration_in_seconds)
+
+ +
+ +

Static runners will get the task data, send it to the user, then +wait for the agent to act (the data to be completed)

+
+ + +
+
+
#   + + + def + cleanup_unit(self, unit: mephisto.data_model.unit.Unit) -> None: +
+ +
+ View Source + 
    def cleanup_unit(self, unit: "Unit") -> None:
+        """There is currently no cleanup associated with killing an incomplete task"""
+        return
+
+ +
+ +

There is currently no cleanup associated with killing an incomplete task

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+
run_assignment
+
cleanup_assignment
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins.html new file mode 100644 index 000000000..d2b0edc1d --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins.html @@ -0,0 +1,252 @@ + + + + + + + + + mephisto.abstractions.blueprints.mixins API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mixins

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/onboarding_required.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/onboarding_required.html new file mode 100644 index 000000000..54fbe83d7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/onboarding_required.html @@ -0,0 +1,1083 @@ + + + + + + + + + mephisto.abstractions.blueprints.mixins.onboarding_required API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mixins.onboarding_required

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import (
+    Optional,
+    Dict,
+    List,
+    Any,
+    Callable,
+    TYPE_CHECKING,
+)
+
+from mephisto.abstractions.blueprint import BlueprintMixin
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.qualification import QUAL_NOT_EXIST
+from mephisto.utils.qualifications import (
+    make_qualification_dict,
+    find_or_create_qualification,
+)
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from mephisto.data_model.agent import OnboardingAgent
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.worker import Worker
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+@dataclass
+class OnboardingRequiredArgs:
+    onboarding_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to block workers who fail onboarding, "
+                "Empty will skip onboarding."
+            )
+        },
+    )
+
+
+@dataclass
+class OnboardingSharedState:
+    onboarding_data: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Task data to send for the initialTaskData available in the frontend during onboarding."
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    validate_onboarding: Callable[[Any], bool] = field(
+        default_factory=lambda: (lambda x: True),
+        metadata={
+            "help": (
+                "Function that takes in the result task data (from AgentState.get_data()) "
+                "and returns whether or not the onboarding was successful."
+            ),
+            "type": "Callable[[Any], bool]",
+            "default": "Returns true always",
+        },
+    )
+
+
+class OnboardingRequired(BlueprintMixin):
+    """
+    Compositional class for blueprints that may have an onboarding step
+    """
+
+    shared_state: "SharedTaskState"
+    ArgsMixin = OnboardingRequiredArgs
+    SharedStateMixin = OnboardingSharedState
+
+    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        self.init_onboarding_config(task_run, args, shared_state)
+
+    @classmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        # Is there any validation that should be done on the onboarding qualification name?
+        return
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        if onboarding_qualification_name is None:
+            # Not using an onboarding qualification
+            return []
+        return [
+            # We need to keep a separate qualification for failed onboarding
+            # to push to a crowd provider in order to prevent workers
+            # who have failed from being shown our task
+            make_qualification_dict(
+                cls.get_failed_qual(onboarding_qualification_name),
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+    @staticmethod
+    def get_failed_qual(qual_name: str) -> str:
+        """Returns the wrapper for a qualification to represent failing an onboarding"""
+        return qual_name + "-failed"
+
+    def init_onboarding_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        self.onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        self.onboarding_data = shared_state.onboarding_data
+        self.use_onboarding = self.onboarding_qualification_name is not None
+        self.onboarding_qualification_id = None
+        if not self.use_onboarding:
+            return
+        onboarding_qualification_name = self.onboarding_qualification_name
+        assert onboarding_qualification_name is not None
+
+        db = task_run.db
+        self.onboarding_qualification_id = find_or_create_qualification(
+            db,
+            onboarding_qualification_name,
+        )
+        self.onboarding_failed_name = self.get_failed_qual(
+            onboarding_qualification_name
+        )
+        self.onboarding_failed_id = find_or_create_qualification(
+            db, self.onboarding_failed_name
+        )
+
+    def get_onboarding_data(self, worker_id: str) -> Dict[str, Any]:
+        """
+        If the onboarding task on the frontend requires any specialized data, the blueprint
+        should provide it for the user.
+
+        As onboarding qualifies a worker for all tasks from this blueprint, this should
+        generally be static data that can later be evaluated against.
+        """
+        return self.onboarding_data
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Check the incoming onboarding data and evaluate if the worker
+        has passed the qualification or not. Return True if the worker
+        has qualified.
+
+        By default we use the validate_onboarding provided in a run_task,
+        and all onboarding tasks should allow run_task to specify additional
+        or entirely override what's provided in a blueprint.
+        """
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        data = onboarding_agent.state.get_data()
+        return shared_state.validate_onboarding(data)
+
+ +
+ +
+
+
+ #   + + + class + OnboardingRequiredArgs: +
+ +
+ View Source + 
class OnboardingRequiredArgs:
+    onboarding_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to block workers who fail onboarding, "
+                "Empty will skip onboarding."
+            )
+        },
+    )
+
+ +
+ +

OnboardingRequiredArgs(onboarding_qualification: str = '???')

+
+ + +
+
#   + + + OnboardingRequiredArgs(onboarding_qualification: str = '???') +
+ + + + +
+
+
#   + + onboarding_qualification: str = '???' +
+ + + + +
+
+
+
+ #   + + + class + OnboardingSharedState: +
+ +
+ View Source + 
class OnboardingSharedState:
+    onboarding_data: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Task data to send for the initialTaskData available in the frontend during onboarding."
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    validate_onboarding: Callable[[Any], bool] = field(
+        default_factory=lambda: (lambda x: True),
+        metadata={
+            "help": (
+                "Function that takes in the result task data (from AgentState.get_data()) "
+                "and returns whether or not the onboarding was successful."
+            ),
+            "type": "Callable[[Any], bool]",
+            "default": "Returns true always",
+        },
+    )
+
+ +
+ +

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

+
+ + +
+
#   + + + OnboardingSharedState( + onboarding_data: Dict[str, Any] = <factory>, + validate_onboarding: Callable[[Any], bool] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + OnboardingRequired(mephisto.abstractions.blueprint.BlueprintMixin): +
+ +
+ View Source + 
class OnboardingRequired(BlueprintMixin):
+    """
+    Compositional class for blueprints that may have an onboarding step
+    """
+
+    shared_state: "SharedTaskState"
+    ArgsMixin = OnboardingRequiredArgs
+    SharedStateMixin = OnboardingSharedState
+
+    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        self.init_onboarding_config(task_run, args, shared_state)
+
+    @classmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        # Is there any validation that should be done on the onboarding qualification name?
+        return
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        if onboarding_qualification_name is None:
+            # Not using an onboarding qualification
+            return []
+        return [
+            # We need to keep a separate qualification for failed onboarding
+            # to push to a crowd provider in order to prevent workers
+            # who have failed from being shown our task
+            make_qualification_dict(
+                cls.get_failed_qual(onboarding_qualification_name),
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+    @staticmethod
+    def get_failed_qual(qual_name: str) -> str:
+        """Returns the wrapper for a qualification to represent failing an onboarding"""
+        return qual_name + "-failed"
+
+    def init_onboarding_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        self.onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        self.onboarding_data = shared_state.onboarding_data
+        self.use_onboarding = self.onboarding_qualification_name is not None
+        self.onboarding_qualification_id = None
+        if not self.use_onboarding:
+            return
+        onboarding_qualification_name = self.onboarding_qualification_name
+        assert onboarding_qualification_name is not None
+
+        db = task_run.db
+        self.onboarding_qualification_id = find_or_create_qualification(
+            db,
+            onboarding_qualification_name,
+        )
+        self.onboarding_failed_name = self.get_failed_qual(
+            onboarding_qualification_name
+        )
+        self.onboarding_failed_id = find_or_create_qualification(
+            db, self.onboarding_failed_name
+        )
+
+    def get_onboarding_data(self, worker_id: str) -> Dict[str, Any]:
+        """
+        If the onboarding task on the frontend requires any specialized data, the blueprint
+        should provide it for the user.
+
+        As onboarding qualifies a worker for all tasks from this blueprint, this should
+        generally be static data that can later be evaluated against.
+        """
+        return self.onboarding_data
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Check the incoming onboarding data and evaluate if the worker
+        has passed the qualification or not. Return True if the worker
+        has qualified.
+
+        By default we use the validate_onboarding provided in a run_task,
+        and all onboarding tasks should allow run_task to specify additional
+        or entirely override what's provided in a blueprint.
+        """
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        data = onboarding_agent.state.get_data()
+        return shared_state.validate_onboarding(data)
+
+ +
+ +

Compositional class for blueprints that may have an onboarding step

+
+ + +
+
#   + + + OnboardingRequired() +
+ + + + +
+
+
#   + + + def + init_mixin_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    def init_mixin_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to initialize any required attributes to make this mixin function"""
+        self.init_onboarding_config(task_run, args, shared_state)
+
+ +
+ +

Method to initialize any required attributes to make this mixin function

+
+ + +
+
+
#   + +
@classmethod
+ + def + assert_mixin_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @classmethod
+    def assert_mixin_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Method to validate the incoming args and throw if something won't work"""
+        # Is there any validation that should be done on the onboarding qualification name?
+        return
+
+ +
+ +

Method to validate the incoming args and throw if something won't work

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_mixin_qualifications( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> List[Dict[str, Any]]:
+        """Method to provide any required qualifications to make this mixin function"""
+        onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        if onboarding_qualification_name is None:
+            # Not using an onboarding qualification
+            return []
+        return [
+            # We need to keep a separate qualification for failed onboarding
+            # to push to a crowd provider in order to prevent workers
+            # who have failed from being shown our task
+            make_qualification_dict(
+                cls.get_failed_qual(onboarding_qualification_name),
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +

Method to provide any required qualifications to make this mixin function

+
+ + +
+
+
#   + +
@staticmethod
+ + def + get_failed_qual(qual_name: str) -> str: +
+ +
+ View Source + 
    @staticmethod
+    def get_failed_qual(qual_name: str) -> str:
+        """Returns the wrapper for a qualification to represent failing an onboarding"""
+        return qual_name + "-failed"
+
+ +
+ +

Returns the wrapper for a qualification to represent failing an onboarding

+
+ + +
+
+
#   + + + def + init_onboarding_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    def init_onboarding_config(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        self.onboarding_qualification_name: Optional[str] = args.blueprint.get(
+            "onboarding_qualification", None
+        )
+        self.onboarding_data = shared_state.onboarding_data
+        self.use_onboarding = self.onboarding_qualification_name is not None
+        self.onboarding_qualification_id = None
+        if not self.use_onboarding:
+            return
+        onboarding_qualification_name = self.onboarding_qualification_name
+        assert onboarding_qualification_name is not None
+
+        db = task_run.db
+        self.onboarding_qualification_id = find_or_create_qualification(
+            db,
+            onboarding_qualification_name,
+        )
+        self.onboarding_failed_name = self.get_failed_qual(
+            onboarding_qualification_name
+        )
+        self.onboarding_failed_id = find_or_create_qualification(
+            db, self.onboarding_failed_name
+        )
+
+ +
+ + + +
+
+
#   + + + def + get_onboarding_data(self, worker_id: str) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_onboarding_data(self, worker_id: str) -> Dict[str, Any]:
+        """
+        If the onboarding task on the frontend requires any specialized data, the blueprint
+        should provide it for the user.
+
+        As onboarding qualifies a worker for all tasks from this blueprint, this should
+        generally be static data that can later be evaluated against.
+        """
+        return self.onboarding_data
+
+ +
+ +

If the onboarding task on the frontend requires any specialized data, the blueprint +should provide it for the user.

+ +

As onboarding qualifies a worker for all tasks from this blueprint, this should +generally be static data that can later be evaluated against.

+
+ + +
+
+
#   + + + def + validate_onboarding( + self, + worker: mephisto.data_model.worker.Worker, + onboarding_agent: mephisto.data_model.agent.OnboardingAgent +) -> bool: +
+ +
+ View Source + 
    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Check the incoming onboarding data and evaluate if the worker
+        has passed the qualification or not. Return True if the worker
+        has qualified.
+
+        By default we use the validate_onboarding provided in a run_task,
+        and all onboarding tasks should allow run_task to specify additional
+        or entirely override what's provided in a blueprint.
+        """
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, OnboardingSharedState
+        ), f"Cannot init onboarding config with {shared_state}, need OnboardingSharedState"
+        data = onboarding_agent.state.get_data()
+        return shared_state.validate_onboarding(data)
+
+ +
+ +

Check the incoming onboarding data and evaluate if the worker +has passed the qualification or not. Return True if the worker +has qualified.

+ +

By default we use the validate_onboarding provided in a run_task, +and all onboarding tasks should allow run_task to specify additional +or entirely override what's provided in a blueprint.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + OnboardingRequired.ArgsMixin: +
+ +
+ View Source + 
class OnboardingRequiredArgs:
+    onboarding_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to block workers who fail onboarding, "
+                "Empty will skip onboarding."
+            )
+        },
+    )
+
+ +
+ +

OnboardingRequiredArgs(onboarding_qualification: str = '???')

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + OnboardingRequired.SharedStateMixin: +
+ +
+ View Source + 
class OnboardingSharedState:
+    onboarding_data: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Task data to send for the initialTaskData available in the frontend during onboarding."
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    validate_onboarding: Callable[[Any], bool] = field(
+        default_factory=lambda: (lambda x: True),
+        metadata={
+            "help": (
+                "Function that takes in the result task data (from AgentState.get_data()) "
+                "and returns whether or not the onboarding was successful."
+            ),
+            "type": "Callable[[Any], bool]",
+            "default": "Returns true always",
+        },
+    )
+
+ +
+ +

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/screen_task_required.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/screen_task_required.html new file mode 100644 index 000000000..248f715a7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/screen_task_required.html @@ -0,0 +1,1293 @@ + + + + + + + + + mephisto.abstractions.blueprints.mixins.screen_task_required API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mixins.screen_task_required

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import (
+    Optional,
+    Dict,
+    Any,
+    Union,
+    Iterable,
+    Callable,
+    Tuple,
+    cast,
+    Generator,
+    TYPE_CHECKING,
+)
+
+import types
+from mephisto.abstractions.blueprint import BlueprintMixin
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.qualification import QUAL_NOT_EXIST
+from mephisto.utils.qualifications import (
+    make_qualification_dict,
+    find_or_create_qualification,
+)
+
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.worker import Worker
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+@dataclass
+class ScreenTaskRequiredArgs:
+    passed_qualification_name: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to designate "
+                "workers who have passed screening."
+            )
+        },
+    )
+    max_screening_units: int = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "The maximum number of screening units that can be launched "
+                "with this batch, specified to limit the number of validations "
+                "you may need to pay out for."
+            )
+        },
+    )
+    use_screening_task: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use a screening task in this run.")},
+    )
+
+
+ScreenUnitDataGenerator = Generator[Dict[str, Any], None, None]
+
+
+def blank_generator():
+    while True:
+        yield {}
+
+
+@dataclass
+class ScreenTaskSharedState:
+    screening_data_factory: Tuple[bool, ScreenUnitDataGenerator] = field(
+        default_factory=lambda: blank_generator(),
+        metadata={
+            "help": (
+                "Either a generator that will create task data dicts to "
+                "be used as the `shared` field in InitializationData, or "
+                "the bool False to use real data in screening tasks."
+            ),
+            "Type": "Tuple[bool, ScreenUnitDataGenerator]",
+            "default": "Generator that creates empty data forever",
+        },
+    )
+
+
+class ScreenTaskRequired(BlueprintMixin):
+    """
+    Compositional class for blueprints that may have a first task to
+    qualify workers who have never attempted the task before
+    """
+
+    shared_state: "SharedTaskState"
+    ArgsMixin = ScreenTaskRequiredArgs
+    SharedStateMixin = ScreenTaskSharedState
+
+    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        return self.init_screening_config(task_run, args, shared_state)
+
+    def init_screening_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "ScreenTaskSharedState",
+    ) -> None:
+        self.use_screening_task = args.blueprint.get("use_screening_task", False)
+        if not self.use_screening_task:
+            return
+
+        # Runs that are using a qualification task should be able to assign
+        # a specially generated unit to unqualified workers
+        self.passed_qualification_name = args.blueprint.passed_qualification_name
+        self.failed_qualification_name = args.blueprint.block_qualification
+        self.screening_data_factory: Tuple[
+            bool, ScreenUnitDataGenerator
+        ] = shared_state.screening_data_factory
+        self.screening_units_launched = 0
+        self.screening_unit_cap = args.blueprint.max_screening_units
+
+        find_or_create_qualification(task_run.db, self.passed_qualification_name)
+        find_or_create_qualification(task_run.db, self.failed_qualification_name)
+
+    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_screening_task = args.blueprint.get("use_screening_task", False)
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        if not use_screening_task:
+            return
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "screening before moving into real units."
+        )
+        assert (
+            passed_qualification_name is not None
+        ), "Must supply an passed_qualification_name in Hydra args to use a qualification task"
+        assert (
+            failed_qualification_name is not None
+        ), "Must supply an block_qualification in Hydra args to use a qualification task"
+        assert hasattr(shared_state, "screening_data_factory"), (
+            "You must supply a screening_data_factory generator in your SharedTaskState to use "
+            "screening units, or False if you can screen on any tasks."
+        )
+        max_screening_units = args.blueprint.max_screening_units
+        assert max_screening_units is not None, (
+            "You must supply a blueprint.max_screening_units argument to set the maximum number of "
+            "additional units you will pay out for the purpose of screening new workers. Note that you "
+            "do pay for screening units, they are just like any other units."
+        )
+        screening_data_factory = shared_state.screening_data_factory
+        if screening_data_factory is not False:
+            assert isinstance(screening_data_factory, types.GeneratorType), (
+                "Must provide a generator function to SharedTaskState.screening_data_factory if "
+                "you want to generate screening tasks on the fly, or False if you can screen on any task "
+            )
+
+    def worker_needs_screening(self, worker: "Worker") -> bool:
+        """Workers that are able to access the task (not blocked) but are not passed need qualification"""
+        return worker.get_granted_qualification(self.passed_qualification_name) is None
+
+    def should_generate_unit(self) -> bool:
+        return self.screening_data_factory is not False
+
+    def get_screening_unit_data(self) -> Optional[Dict[str, Any]]:
+        try:
+            if self.screening_units_launched >= self.screening_unit_cap:
+                return None  # Exceeded the cap on these units
+            else:
+                data = next(
+                    cast(
+                        Generator[Dict[str, Any], None, None],
+                        self.screening_data_factory,
+                    )
+                )
+                self.screening_units_launched += 1
+                return data
+        except StopIteration:
+            return None  # No screening units left...
+
+    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+
+        def _wrapped_validate(unit):
+            if unit.unit_index >= 0:
+                return  # We only run validation on the validatable units
+
+            agent = unit.get_assigned_agent()
+            if agent is None:
+                return  # Cannot validate a unit with no agent
+
+            validation_result = screen_unit(unit)
+            if validation_result is True:
+                agent.get_worker().grant_qualification(passed_qualification_name)
+            elif validation_result is False:
+                agent.get_worker().grant_qualification(failed_qualification_name)
+
+        return _wrapped_validate
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        return [
+            make_qualification_dict(
+                failed_qualification_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +
+
+
+ #   + + + class + ScreenTaskRequiredArgs: +
+ +
+ View Source + 
class ScreenTaskRequiredArgs:
+    passed_qualification_name: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to designate "
+                "workers who have passed screening."
+            )
+        },
+    )
+    max_screening_units: int = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "The maximum number of screening units that can be launched "
+                "with this batch, specified to limit the number of validations "
+                "you may need to pay out for."
+            )
+        },
+    )
+    use_screening_task: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use a screening task in this run.")},
+    )
+
+ +
+ +

ScreenTaskRequiredArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False)

+
+ + +
+
#   + + + ScreenTaskRequiredArgs( + passed_qualification_name: str = '???', + max_screening_units: int = '???', + use_screening_task: bool = False +) +
+ + + + +
+
+
#   + + passed_qualification_name: str = '???' +
+ + + + +
+
+
#   + + max_screening_units: int = '???' +
+ + + + +
+
+
#   + + use_screening_task: bool = False +
+ + + + +
+
+
+
#   + + + def + blank_generator(): +
+ +
+ View Source + 
def blank_generator():
+    while True:
+        yield {}
+
+ +
+ + + +
+
+
+ #   + + + class + ScreenTaskSharedState: +
+ +
+ View Source + 
class ScreenTaskSharedState:
+    screening_data_factory: Tuple[bool, ScreenUnitDataGenerator] = field(
+        default_factory=lambda: blank_generator(),
+        metadata={
+            "help": (
+                "Either a generator that will create task data dicts to "
+                "be used as the `shared` field in InitializationData, or "
+                "the bool False to use real data in screening tasks."
+            ),
+            "Type": "Tuple[bool, ScreenUnitDataGenerator]",
+            "default": "Generator that creates empty data forever",
+        },
+    )
+
+ +
+ +

ScreenTaskSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = )

+
+ + +
+
#   + + + ScreenTaskSharedState( + screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + ScreenTaskRequired(mephisto.abstractions.blueprint.BlueprintMixin): +
+ +
+ View Source + 
class ScreenTaskRequired(BlueprintMixin):
+    """
+    Compositional class for blueprints that may have a first task to
+    qualify workers who have never attempted the task before
+    """
+
+    shared_state: "SharedTaskState"
+    ArgsMixin = ScreenTaskRequiredArgs
+    SharedStateMixin = ScreenTaskSharedState
+
+    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        return self.init_screening_config(task_run, args, shared_state)
+
+    def init_screening_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "ScreenTaskSharedState",
+    ) -> None:
+        self.use_screening_task = args.blueprint.get("use_screening_task", False)
+        if not self.use_screening_task:
+            return
+
+        # Runs that are using a qualification task should be able to assign
+        # a specially generated unit to unqualified workers
+        self.passed_qualification_name = args.blueprint.passed_qualification_name
+        self.failed_qualification_name = args.blueprint.block_qualification
+        self.screening_data_factory: Tuple[
+            bool, ScreenUnitDataGenerator
+        ] = shared_state.screening_data_factory
+        self.screening_units_launched = 0
+        self.screening_unit_cap = args.blueprint.max_screening_units
+
+        find_or_create_qualification(task_run.db, self.passed_qualification_name)
+        find_or_create_qualification(task_run.db, self.failed_qualification_name)
+
+    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_screening_task = args.blueprint.get("use_screening_task", False)
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        if not use_screening_task:
+            return
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "screening before moving into real units."
+        )
+        assert (
+            passed_qualification_name is not None
+        ), "Must supply an passed_qualification_name in Hydra args to use a qualification task"
+        assert (
+            failed_qualification_name is not None
+        ), "Must supply an block_qualification in Hydra args to use a qualification task"
+        assert hasattr(shared_state, "screening_data_factory"), (
+            "You must supply a screening_data_factory generator in your SharedTaskState to use "
+            "screening units, or False if you can screen on any tasks."
+        )
+        max_screening_units = args.blueprint.max_screening_units
+        assert max_screening_units is not None, (
+            "You must supply a blueprint.max_screening_units argument to set the maximum number of "
+            "additional units you will pay out for the purpose of screening new workers. Note that you "
+            "do pay for screening units, they are just like any other units."
+        )
+        screening_data_factory = shared_state.screening_data_factory
+        if screening_data_factory is not False:
+            assert isinstance(screening_data_factory, types.GeneratorType), (
+                "Must provide a generator function to SharedTaskState.screening_data_factory if "
+                "you want to generate screening tasks on the fly, or False if you can screen on any task "
+            )
+
+    def worker_needs_screening(self, worker: "Worker") -> bool:
+        """Workers that are able to access the task (not blocked) but are not passed need qualification"""
+        return worker.get_granted_qualification(self.passed_qualification_name) is None
+
+    def should_generate_unit(self) -> bool:
+        return self.screening_data_factory is not False
+
+    def get_screening_unit_data(self) -> Optional[Dict[str, Any]]:
+        try:
+            if self.screening_units_launched >= self.screening_unit_cap:
+                return None  # Exceeded the cap on these units
+            else:
+                data = next(
+                    cast(
+                        Generator[Dict[str, Any], None, None],
+                        self.screening_data_factory,
+                    )
+                )
+                self.screening_units_launched += 1
+                return data
+        except StopIteration:
+            return None  # No screening units left...
+
+    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+
+        def _wrapped_validate(unit):
+            if unit.unit_index >= 0:
+                return  # We only run validation on the validatable units
+
+            agent = unit.get_assigned_agent()
+            if agent is None:
+                return  # Cannot validate a unit with no agent
+
+            validation_result = screen_unit(unit)
+            if validation_result is True:
+                agent.get_worker().grant_qualification(passed_qualification_name)
+            elif validation_result is False:
+                agent.get_worker().grant_qualification(failed_qualification_name)
+
+        return _wrapped_validate
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        return [
+            make_qualification_dict(
+                failed_qualification_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +

Compositional class for blueprints that may have a first task to +qualify workers who have never attempted the task before

+
+ + +
+
#   + + + ScreenTaskRequired() +
+ + + + +
+
+
#   + + + def + init_mixin_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        return self.init_screening_config(task_run, args, shared_state)
+
+ +
+ +

Method to initialize any required attributes to make this mixin function

+
+ + +
+
+
#   + + + def + init_screening_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState +) -> None: +
+ +
+ View Source + 
    def init_screening_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "ScreenTaskSharedState",
+    ) -> None:
+        self.use_screening_task = args.blueprint.get("use_screening_task", False)
+        if not self.use_screening_task:
+            return
+
+        # Runs that are using a qualification task should be able to assign
+        # a specially generated unit to unqualified workers
+        self.passed_qualification_name = args.blueprint.passed_qualification_name
+        self.failed_qualification_name = args.blueprint.block_qualification
+        self.screening_data_factory: Tuple[
+            bool, ScreenUnitDataGenerator
+        ] = shared_state.screening_data_factory
+        self.screening_units_launched = 0
+        self.screening_unit_cap = args.blueprint.max_screening_units
+
+        find_or_create_qualification(task_run.db, self.passed_qualification_name)
+        find_or_create_qualification(task_run.db, self.failed_qualification_name)
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + assert_mixin_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_screening_task = args.blueprint.get("use_screening_task", False)
+        assert isinstance(
+            shared_state, ScreenTaskSharedState
+        ), "Must use ScreenTaskSharedState with ScreenTaskRequired blueprint"
+        if not use_screening_task:
+            return
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "screening before moving into real units."
+        )
+        assert (
+            passed_qualification_name is not None
+        ), "Must supply an passed_qualification_name in Hydra args to use a qualification task"
+        assert (
+            failed_qualification_name is not None
+        ), "Must supply an block_qualification in Hydra args to use a qualification task"
+        assert hasattr(shared_state, "screening_data_factory"), (
+            "You must supply a screening_data_factory generator in your SharedTaskState to use "
+            "screening units, or False if you can screen on any tasks."
+        )
+        max_screening_units = args.blueprint.max_screening_units
+        assert max_screening_units is not None, (
+            "You must supply a blueprint.max_screening_units argument to set the maximum number of "
+            "additional units you will pay out for the purpose of screening new workers. Note that you "
+            "do pay for screening units, they are just like any other units."
+        )
+        screening_data_factory = shared_state.screening_data_factory
+        if screening_data_factory is not False:
+            assert isinstance(screening_data_factory, types.GeneratorType), (
+                "Must provide a generator function to SharedTaskState.screening_data_factory if "
+                "you want to generate screening tasks on the fly, or False if you can screen on any task "
+            )
+
+ +
+ +

Method to validate the incoming args and throw if something won't work

+
+ + +
+
+
#   + + + def + worker_needs_screening(self, worker: mephisto.data_model.worker.Worker) -> bool: +
+ +
+ View Source + 
    def worker_needs_screening(self, worker: "Worker") -> bool:
+        """Workers that are able to access the task (not blocked) but are not passed need qualification"""
+        return worker.get_granted_qualification(self.passed_qualification_name) is None
+
+ +
+ +

Workers that are able to access the task (not blocked) but are not passed need qualification

+
+ + +
+
+
#   + + + def + should_generate_unit(self) -> bool: +
+ +
+ View Source + 
    def should_generate_unit(self) -> bool:
+        return self.screening_data_factory is not False
+
+ +
+ + + +
+
+
#   + + + def + get_screening_unit_data(self) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_screening_unit_data(self) -> Optional[Dict[str, Any]]:
+        try:
+            if self.screening_units_launched >= self.screening_unit_cap:
+                return None  # Exceeded the cap on these units
+            else:
+                data = next(
+                    cast(
+                        Generator[Dict[str, Any], None, None],
+                        self.screening_data_factory,
+                    )
+                )
+                self.screening_units_launched += 1
+                return data
+        except StopIteration:
+            return None  # No screening units left...
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + create_validation_function( + cls, + args: omegaconf.dictconfig.DictConfig, + screen_unit: collections.abc.Callable[mephisto.data_model.unit.Unit, bool] +): +
+ +
+ View Source + 
    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+
+        def _wrapped_validate(unit):
+            if unit.unit_index >= 0:
+                return  # We only run validation on the validatable units
+
+            agent = unit.get_assigned_agent()
+            if agent is None:
+                return  # Cannot validate a unit with no agent
+
+            validation_result = screen_unit(unit)
+            if validation_result is True:
+                agent.get_worker().grant_qualification(passed_qualification_name)
+            elif validation_result is False:
+                agent.get_worker().grant_qualification(failed_qualification_name)
+
+        return _wrapped_validate
+
+ +
+ +

Takes in a validator function to determine if validation units are +passable, and returns a on_unit_submitted function to be used +in the SharedTaskState

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_mixin_qualifications( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        passed_qualification_name = args.blueprint.passed_qualification_name
+        failed_qualification_name = args.blueprint.block_qualification
+        return [
+            make_qualification_dict(
+                failed_qualification_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +

Creates the relevant task qualifications for this task

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + ScreenTaskRequired.ArgsMixin: +
+ +
+ View Source + 
class ScreenTaskRequiredArgs:
+    passed_qualification_name: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to designate "
+                "workers who have passed screening."
+            )
+        },
+    )
+    max_screening_units: int = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "The maximum number of screening units that can be launched "
+                "with this batch, specified to limit the number of validations "
+                "you may need to pay out for."
+            )
+        },
+    )
+    use_screening_task: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use a screening task in this run.")},
+    )
+
+ +
+ +

ScreenTaskRequiredArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False)

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + ScreenTaskRequired.SharedStateMixin: +
+ +
+ View Source + 
class ScreenTaskSharedState:
+    screening_data_factory: Tuple[bool, ScreenUnitDataGenerator] = field(
+        default_factory=lambda: blank_generator(),
+        metadata={
+            "help": (
+                "Either a generator that will create task data dicts to "
+                "be used as the `shared` field in InitializationData, or "
+                "the bool False to use real data in screening tasks."
+            ),
+            "Type": "Tuple[bool, ScreenUnitDataGenerator]",
+            "default": "Generator that creates empty data forever",
+        },
+    )
+
+ +
+ +

ScreenTaskSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/use_gold_unit.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/use_gold_unit.html new file mode 100644 index 000000000..294d31916 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mixins/use_gold_unit.html @@ -0,0 +1,1715 @@ + + + + + + + + + mephisto.abstractions.blueprints.mixins.use_gold_unit API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mixins.use_gold_unit

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import (
+    List,
+    Optional,
+    Dict,
+    Any,
+    Union,
+    Iterable,
+    Callable,
+    Tuple,
+    Generator,
+    TYPE_CHECKING,
+)
+
+import types
+import random
+import math
+import traceback
+from mephisto.abstractions.blueprint import BlueprintMixin, AgentState
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.qualification import QUAL_NOT_EXIST
+from mephisto.utils.qualifications import (
+    make_qualification_dict,
+    find_or_create_qualification,
+)
+from mephisto.operations.task_launcher import GOLD_UNIT_INDEX
+
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.worker import Worker
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+@dataclass
+class UseGoldUnitArgs:
+    gold_qualification_base: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Basename for a qualification that tracks gold completion rates")
+        },
+    )
+    use_golds: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use gold tasks in this run.")},
+    )
+    min_golds: int = field(
+        default=1,
+        metadata={
+            "help": (
+                "Minimum golds a worker needs to complete before getting real units."
+            )
+        },
+    )
+    max_incorrect_golds: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum number of golds a worker can get incorrect before being disqualified"
+            )
+        },
+    )
+
+
+GoldFactory = Callable[["Worker"], Dict[str, Any]]
+
+
+def get_gold_factory(golds: List[Dict[str, Any]]) -> GoldFactory:
+    """
+    Returns a gold factory that can be used to distribute golds to workers
+    Usage of golds only persists within a single TaskRun, so golds may repeat
+    on future task runs.
+    """
+    worker_gold_maps: Dict[str, List[int]] = {}
+    num_golds = len(golds)
+    assert num_golds != 0, "Must provide at least one gold to get_gold_factory"
+
+    def get_gold_for_worker(worker: "Worker"):
+        if (
+            worker.db_id not in worker_gold_maps
+            or len(worker_gold_maps[worker.db_id]) == 0
+        ):
+            # create a list of gold indices a worker hasn't done
+            worker_gold_maps[worker.db_id] = [x for x in range(num_golds)]
+        # select a random gold index from what remains
+        rg = worker_gold_maps[worker.db_id]
+        selected_idx = random.randint(0, len(rg) - 1)
+        rg[selected_idx], rg[-1] = rg[-1], rg[selected_idx]
+        gold_idx = rg.pop()
+        return golds[gold_idx]
+
+    return get_gold_for_worker
+
+
+def worker_needs_gold(
+    units_completed: int, num_correct: int, num_incorrect: int, min_golds: int
+) -> bool:
+    """
+    Return a bool of whether or not a worker needs to be shown a gold unit in the current slot.
+    Generally we show a lot of of golds to begin with, (up until min_golds), and then scale down.
+    """
+    # After launching, if the correct golds are less than the min, we need more golds
+    if num_correct < min_golds:
+        return True
+    excess_golds = num_correct - (min_golds + num_incorrect)
+
+    # (Somewhat arbitrarily), we scale to ensure that workers complete golds for every
+    # This gives ~5% gold at 100 and ~1% gold at 1000
+    target_gold = math.ceil(math.pow(math.log10(units_completed + 1), 2.2)) - 1
+    if excess_golds < target_gold:
+        return True
+    return False
+
+
+def worker_qualifies(
+    units_completed: int, num_correct: int, num_incorrect: int, max_incorrect_golds: int
+) -> bool:
+    """
+    Return a bool of whether or not a worker is qualified to continue working on these tasks.
+    """
+    # We could potentially use a scaling function on the proportion of incorrect golds
+    # over the total number of units completed, to be a little more lax, but this methodology
+    # needs more investigation.
+
+    # Instead, we just have strikes system
+    return num_incorrect <= max_incorrect_golds
+
+
+@dataclass
+class GoldUnitSharedState:
+    get_gold_for_worker: GoldFactory = field(
+        default_factory=lambda: get_gold_factory([{}])
+    )
+    worker_needs_gold: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_needs_gold,
+    )
+    worker_qualifies: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_qualifies,
+    )
+
+
+class UseGoldUnit(BlueprintMixin):
+    """
+    Compositional class for blueprints that want to inject gold units
+    into worker queues.
+
+    # TODO(#97) add support for adding gold subunits
+    """
+
+    ArgsMixin = UseGoldUnitArgs
+    SharedStateMixin = GoldUnitSharedState
+
+    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, GoldUnitSharedState
+        ), f"Must use GoldUnitSharedState with this mixin, found {shared_state}"
+        return self.init_gold_config(task_run, args, shared_state)
+
+    def init_gold_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "GoldUnitSharedState",
+    ) -> None:
+        self.use_golds = args.blueprint.get("use_golds", False)
+        if not self.use_golds:
+            return
+
+        # Runs using gold units need to keep track of the frequency and
+        # usage of golds
+        self.base_qual_name = args.blueprint.gold_qualification_base
+        self.golds_correct_qual_name = f"{self.base_qual_name}-correct-golds"
+        self.golds_failed_qual_name = f"{self.base_qual_name}-wrong-golds"
+        self.disqualified_qual_name = f"{self.base_qual_name}-disqualified"
+        self.task_count_qual_name = f"{self.base_qual_name}-completed-count"
+
+        self.get_gold_for_worker = shared_state.get_gold_for_worker
+        self.worker_needs_gold = shared_state.worker_needs_gold
+        self.worker_qualifies = shared_state.worker_qualifies
+
+        self.min_golds = args.blueprint.min_golds
+        self.max_incorrect_golds = args.blueprint.max_incorrect_golds
+
+        find_or_create_qualification(task_run.db, self.golds_correct_qual_name)
+        find_or_create_qualification(task_run.db, self.golds_failed_qual_name)
+        find_or_create_qualification(task_run.db, self.disqualified_qual_name)
+        find_or_create_qualification(task_run.db, self.task_count_qual_name)
+
+    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_golds = args.blueprint.get("use_golds", False)
+        if not use_golds:
+            return
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "golds are completed in order."
+        )
+        gold_qualification_base = args.blueprint.gold_qualification_base
+        assert (
+            gold_qualification_base is not None
+        ), "Must supply an gold_qualification_base in Hydra args to use gold units"
+
+        assert hasattr(shared_state, "get_gold_for_worker"), (
+            "You must supply a get_gold_for_worker generator in your SharedTaskState to use "
+            "gold units units."
+        )
+        # TODO(#97) it would be nice to test that `get_gold_for_worker` actually returns a task when
+        # given a worker
+
+    @staticmethod
+    def get_current_qual_or_default(
+        worker: "Worker", qual_name: str, default_val: Any = 0
+    ) -> Any:
+        """Return the qualification of this name for the worker, or the default value"""
+        found_qual = worker.get_granted_qualification(qual_name)
+        return default_val if found_qual is None else found_qual.value
+
+    def get_completion_stats_for_worker(self, worker: "Worker") -> Tuple[int, int, int]:
+        """Return the correct and incorrect gold counts, as well as the total count for a worker"""
+        completed_units = UseGoldUnit.get_current_qual_or_default(
+            worker, self.task_count_qual_name
+        )
+        correct_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_correct_qual_name
+        )
+        incorrect_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_failed_qual_name
+        )
+        return completed_units, correct_golds, incorrect_golds
+
+    def should_produce_gold_for_worker(self, worker: "Worker") -> bool:
+        """Workers that can access the task should be evaluated to do a gold"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            return False
+        return self.worker_needs_gold(
+            completed_units, correct_units, incorrect_units, self.min_golds
+        )
+
+    def update_qualified_status(self, worker: "Worker") -> bool:
+        """Workers qualification status may change after failing a unit"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            worker.grant_qualification(self.disqualified_qual_name)
+            return True
+        return False
+
+    def get_gold_unit_data_for_worker(
+        self, worker: "Worker"
+    ) -> Optional[Dict[str, Any]]:
+        try:
+            return self.get_gold_for_worker(worker)
+        except Exception as e:
+            logger.warning(f"Could not generate gold for {worker} due to {e}")
+            traceback.print_exc()
+            return None
+
+    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_correct_qual_name = f"{base_qual_name}-correct-golds"
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        disqualified_qual_name = f"{base_qual_name}-disqualified"
+        task_count_qual_name = f"{base_qual_name}-completed-count"
+
+        def _wrapped_validate(unit):
+            agent = unit.get_assigned_agent()
+            if unit.unit_index != GOLD_UNIT_INDEX:
+                if (
+                    agent is not None
+                    and agent.get_status() == AgentState.STATUS_COMPLETED
+                ):
+                    worker = agent.get_worker()
+                    completed_units = UseGoldUnit.get_current_qual_or_default(
+                        worker, task_count_qual_name
+                    )
+                    worker.grant_qualification(
+                        task_count_qual_name,
+                        value=completed_units + 1,
+                        skip_crowd=True,
+                    )
+                return  # We only run validation on the validatable units
+
+            if agent is None:
+                return  # Can't validate incomplete unit
+
+            validation_result = screen_unit(unit)
+            agent = unit.get_assigned_agent()
+            worker = agent.get_worker()
+
+            if validation_result is True:
+                correct_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_correct_qual_name
+                )
+                worker.grant_qualification(
+                    golds_correct_qual_name, correct_units + 1, skip_crowd=True
+                )
+            elif validation_result is False:
+                incorrect_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_failed_qual_name
+                )
+                worker.grant_qualification(
+                    golds_failed_qual_name, incorrect_units + 1, skip_crowd=True
+                )
+
+        return _wrapped_validate
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        return [
+            make_qualification_dict(
+                golds_failed_qual_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +
+
+
+ #   + + + class + UseGoldUnitArgs: +
+ +
+ View Source + 
class UseGoldUnitArgs:
+    gold_qualification_base: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Basename for a qualification that tracks gold completion rates")
+        },
+    )
+    use_golds: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use gold tasks in this run.")},
+    )
+    min_golds: int = field(
+        default=1,
+        metadata={
+            "help": (
+                "Minimum golds a worker needs to complete before getting real units."
+            )
+        },
+    )
+    max_incorrect_golds: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum number of golds a worker can get incorrect before being disqualified"
+            )
+        },
+    )
+
+ +
+ +

UseGoldUnitArgs(gold_qualification_base: str = '???', use_golds: bool = False, min_golds: int = 1, max_incorrect_golds: int = 0)

+
+ + +
+
#   + + + UseGoldUnitArgs( + gold_qualification_base: str = '???', + use_golds: bool = False, + min_golds: int = 1, + max_incorrect_golds: int = 0 +) +
+ + + + +
+
+
#   + + gold_qualification_base: str = '???' +
+ + + + +
+
+
#   + + use_golds: bool = False +
+ + + + +
+
+
#   + + min_golds: int = 1 +
+ + + + +
+
+
#   + + max_incorrect_golds: int = 0 +
+ + + + +
+
+
+
#   + + + def + get_gold_factory( + golds: List[Dict[str, Any]] +) -> collections.abc.Callable[mephisto.data_model.worker.Worker, typing.Dict[str, typing.Any]]: +
+ +
+ View Source + 
def get_gold_factory(golds: List[Dict[str, Any]]) -> GoldFactory:
+    """
+    Returns a gold factory that can be used to distribute golds to workers
+    Usage of golds only persists within a single TaskRun, so golds may repeat
+    on future task runs.
+    """
+    worker_gold_maps: Dict[str, List[int]] = {}
+    num_golds = len(golds)
+    assert num_golds != 0, "Must provide at least one gold to get_gold_factory"
+
+    def get_gold_for_worker(worker: "Worker"):
+        if (
+            worker.db_id not in worker_gold_maps
+            or len(worker_gold_maps[worker.db_id]) == 0
+        ):
+            # create a list of gold indices a worker hasn't done
+            worker_gold_maps[worker.db_id] = [x for x in range(num_golds)]
+        # select a random gold index from what remains
+        rg = worker_gold_maps[worker.db_id]
+        selected_idx = random.randint(0, len(rg) - 1)
+        rg[selected_idx], rg[-1] = rg[-1], rg[selected_idx]
+        gold_idx = rg.pop()
+        return golds[gold_idx]
+
+    return get_gold_for_worker
+
+ +
+ +

Returns a gold factory that can be used to distribute golds to workers +Usage of golds only persists within a single TaskRun, so golds may repeat +on future task runs.

+
+ + +
+
+
#   + + + def + worker_needs_gold( + units_completed: int, + num_correct: int, + num_incorrect: int, + min_golds: int +) -> bool: +
+ +
+ View Source + 
def worker_needs_gold(
+    units_completed: int, num_correct: int, num_incorrect: int, min_golds: int
+) -> bool:
+    """
+    Return a bool of whether or not a worker needs to be shown a gold unit in the current slot.
+    Generally we show a lot of of golds to begin with, (up until min_golds), and then scale down.
+    """
+    # After launching, if the correct golds are less than the min, we need more golds
+    if num_correct < min_golds:
+        return True
+    excess_golds = num_correct - (min_golds + num_incorrect)
+
+    # (Somewhat arbitrarily), we scale to ensure that workers complete golds for every
+    # This gives ~5% gold at 100 and ~1% gold at 1000
+    target_gold = math.ceil(math.pow(math.log10(units_completed + 1), 2.2)) - 1
+    if excess_golds < target_gold:
+        return True
+    return False
+
+ +
+ +

Return a bool of whether or not a worker needs to be shown a gold unit in the current slot. +Generally we show a lot of of golds to begin with, (up until min_golds), and then scale down.

+
+ + +
+
+
#   + + + def + worker_qualifies( + units_completed: int, + num_correct: int, + num_incorrect: int, + max_incorrect_golds: int +) -> bool: +
+ +
+ View Source + 
def worker_qualifies(
+    units_completed: int, num_correct: int, num_incorrect: int, max_incorrect_golds: int
+) -> bool:
+    """
+    Return a bool of whether or not a worker is qualified to continue working on these tasks.
+    """
+    # We could potentially use a scaling function on the proportion of incorrect golds
+    # over the total number of units completed, to be a little more lax, but this methodology
+    # needs more investigation.
+
+    # Instead, we just have strikes system
+    return num_incorrect <= max_incorrect_golds
+
+ +
+ +

Return a bool of whether or not a worker is qualified to continue working on these tasks.

+
+ + +
+
+
+ #   + + + class + GoldUnitSharedState: +
+ +
+ View Source + 
class GoldUnitSharedState:
+    get_gold_for_worker: GoldFactory = field(
+        default_factory=lambda: get_gold_factory([{}])
+    )
+    worker_needs_gold: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_needs_gold,
+    )
+    worker_qualifies: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_qualifies,
+    )
+
+ +
+ +

GoldUnitSharedState(get_gold_for_worker: Callable[[ForwardRef('Worker')], Dict[str, Any]] = , worker_needs_gold: Callable[[int, int, int, int], bool] = , worker_qualifies: Callable[[int, int, int, int], bool] = )

+
+ + +
+
#   + + + GoldUnitSharedState( + get_gold_for_worker: collections.abc.Callable[mephisto.data_model.worker.Worker, typing.Dict[str, typing.Any]] = <factory>, + worker_needs_gold: Callable[[int, int, int, int], bool] = <factory>, + worker_qualifies: Callable[[int, int, int, int], bool] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + UseGoldUnit(mephisto.abstractions.blueprint.BlueprintMixin): +
+ +
+ View Source + 
class UseGoldUnit(BlueprintMixin):
+    """
+    Compositional class for blueprints that want to inject gold units
+    into worker queues.
+
+    # TODO(#97) add support for adding gold subunits
+    """
+
+    ArgsMixin = UseGoldUnitArgs
+    SharedStateMixin = GoldUnitSharedState
+
+    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, GoldUnitSharedState
+        ), f"Must use GoldUnitSharedState with this mixin, found {shared_state}"
+        return self.init_gold_config(task_run, args, shared_state)
+
+    def init_gold_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "GoldUnitSharedState",
+    ) -> None:
+        self.use_golds = args.blueprint.get("use_golds", False)
+        if not self.use_golds:
+            return
+
+        # Runs using gold units need to keep track of the frequency and
+        # usage of golds
+        self.base_qual_name = args.blueprint.gold_qualification_base
+        self.golds_correct_qual_name = f"{self.base_qual_name}-correct-golds"
+        self.golds_failed_qual_name = f"{self.base_qual_name}-wrong-golds"
+        self.disqualified_qual_name = f"{self.base_qual_name}-disqualified"
+        self.task_count_qual_name = f"{self.base_qual_name}-completed-count"
+
+        self.get_gold_for_worker = shared_state.get_gold_for_worker
+        self.worker_needs_gold = shared_state.worker_needs_gold
+        self.worker_qualifies = shared_state.worker_qualifies
+
+        self.min_golds = args.blueprint.min_golds
+        self.max_incorrect_golds = args.blueprint.max_incorrect_golds
+
+        find_or_create_qualification(task_run.db, self.golds_correct_qual_name)
+        find_or_create_qualification(task_run.db, self.golds_failed_qual_name)
+        find_or_create_qualification(task_run.db, self.disqualified_qual_name)
+        find_or_create_qualification(task_run.db, self.task_count_qual_name)
+
+    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_golds = args.blueprint.get("use_golds", False)
+        if not use_golds:
+            return
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "golds are completed in order."
+        )
+        gold_qualification_base = args.blueprint.gold_qualification_base
+        assert (
+            gold_qualification_base is not None
+        ), "Must supply an gold_qualification_base in Hydra args to use gold units"
+
+        assert hasattr(shared_state, "get_gold_for_worker"), (
+            "You must supply a get_gold_for_worker generator in your SharedTaskState to use "
+            "gold units units."
+        )
+        # TODO(#97) it would be nice to test that `get_gold_for_worker` actually returns a task when
+        # given a worker
+
+    @staticmethod
+    def get_current_qual_or_default(
+        worker: "Worker", qual_name: str, default_val: Any = 0
+    ) -> Any:
+        """Return the qualification of this name for the worker, or the default value"""
+        found_qual = worker.get_granted_qualification(qual_name)
+        return default_val if found_qual is None else found_qual.value
+
+    def get_completion_stats_for_worker(self, worker: "Worker") -> Tuple[int, int, int]:
+        """Return the correct and incorrect gold counts, as well as the total count for a worker"""
+        completed_units = UseGoldUnit.get_current_qual_or_default(
+            worker, self.task_count_qual_name
+        )
+        correct_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_correct_qual_name
+        )
+        incorrect_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_failed_qual_name
+        )
+        return completed_units, correct_golds, incorrect_golds
+
+    def should_produce_gold_for_worker(self, worker: "Worker") -> bool:
+        """Workers that can access the task should be evaluated to do a gold"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            return False
+        return self.worker_needs_gold(
+            completed_units, correct_units, incorrect_units, self.min_golds
+        )
+
+    def update_qualified_status(self, worker: "Worker") -> bool:
+        """Workers qualification status may change after failing a unit"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            worker.grant_qualification(self.disqualified_qual_name)
+            return True
+        return False
+
+    def get_gold_unit_data_for_worker(
+        self, worker: "Worker"
+    ) -> Optional[Dict[str, Any]]:
+        try:
+            return self.get_gold_for_worker(worker)
+        except Exception as e:
+            logger.warning(f"Could not generate gold for {worker} due to {e}")
+            traceback.print_exc()
+            return None
+
+    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_correct_qual_name = f"{base_qual_name}-correct-golds"
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        disqualified_qual_name = f"{base_qual_name}-disqualified"
+        task_count_qual_name = f"{base_qual_name}-completed-count"
+
+        def _wrapped_validate(unit):
+            agent = unit.get_assigned_agent()
+            if unit.unit_index != GOLD_UNIT_INDEX:
+                if (
+                    agent is not None
+                    and agent.get_status() == AgentState.STATUS_COMPLETED
+                ):
+                    worker = agent.get_worker()
+                    completed_units = UseGoldUnit.get_current_qual_or_default(
+                        worker, task_count_qual_name
+                    )
+                    worker.grant_qualification(
+                        task_count_qual_name,
+                        value=completed_units + 1,
+                        skip_crowd=True,
+                    )
+                return  # We only run validation on the validatable units
+
+            if agent is None:
+                return  # Can't validate incomplete unit
+
+            validation_result = screen_unit(unit)
+            agent = unit.get_assigned_agent()
+            worker = agent.get_worker()
+
+            if validation_result is True:
+                correct_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_correct_qual_name
+                )
+                worker.grant_qualification(
+                    golds_correct_qual_name, correct_units + 1, skip_crowd=True
+                )
+            elif validation_result is False:
+                incorrect_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_failed_qual_name
+                )
+                worker.grant_qualification(
+                    golds_failed_qual_name, incorrect_units + 1, skip_crowd=True
+                )
+
+        return _wrapped_validate
+
+    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        return [
+            make_qualification_dict(
+                golds_failed_qual_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +

Compositional class for blueprints that want to inject gold units +into worker queues.

+ +

TODO(#97) add support for adding gold subunits

+
+ + +
+
#   + + + UseGoldUnit() +
+ + + + +
+
+
#   + + + def + init_mixin_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    def init_mixin_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ) -> None:
+        assert isinstance(
+            shared_state, GoldUnitSharedState
+        ), f"Must use GoldUnitSharedState with this mixin, found {shared_state}"
+        return self.init_gold_config(task_run, args, shared_state)
+
+ +
+ +

Method to initialize any required attributes to make this mixin function

+
+ + +
+
+
#   + + + def + init_gold_config( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState +) -> None: +
+ +
+ View Source + 
    def init_gold_config(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "GoldUnitSharedState",
+    ) -> None:
+        self.use_golds = args.blueprint.get("use_golds", False)
+        if not self.use_golds:
+            return
+
+        # Runs using gold units need to keep track of the frequency and
+        # usage of golds
+        self.base_qual_name = args.blueprint.gold_qualification_base
+        self.golds_correct_qual_name = f"{self.base_qual_name}-correct-golds"
+        self.golds_failed_qual_name = f"{self.base_qual_name}-wrong-golds"
+        self.disqualified_qual_name = f"{self.base_qual_name}-disqualified"
+        self.task_count_qual_name = f"{self.base_qual_name}-completed-count"
+
+        self.get_gold_for_worker = shared_state.get_gold_for_worker
+        self.worker_needs_gold = shared_state.worker_needs_gold
+        self.worker_qualifies = shared_state.worker_qualifies
+
+        self.min_golds = args.blueprint.min_golds
+        self.max_incorrect_golds = args.blueprint.max_incorrect_golds
+
+        find_or_create_qualification(task_run.db, self.golds_correct_qual_name)
+        find_or_create_qualification(task_run.db, self.golds_failed_qual_name)
+        find_or_create_qualification(task_run.db, self.disqualified_qual_name)
+        find_or_create_qualification(task_run.db, self.task_count_qual_name)
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + assert_mixin_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_mixin_args(cls, args: "DictConfig", shared_state: "SharedTaskState"):
+        use_golds = args.blueprint.get("use_golds", False)
+        if not use_golds:
+            return
+        assert args.task.allowed_concurrent == 1, (
+            "Can only run this task type with one allowed concurrent unit at a time per worker, to ensure "
+            "golds are completed in order."
+        )
+        gold_qualification_base = args.blueprint.gold_qualification_base
+        assert (
+            gold_qualification_base is not None
+        ), "Must supply an gold_qualification_base in Hydra args to use gold units"
+
+        assert hasattr(shared_state, "get_gold_for_worker"), (
+            "You must supply a get_gold_for_worker generator in your SharedTaskState to use "
+            "gold units units."
+        )
+
+ +
+ +

Method to validate the incoming args and throw if something won't work

+
+ + +
+
+
#   + +
@staticmethod
+ + def + get_current_qual_or_default( + worker: mephisto.data_model.worker.Worker, + qual_name: str, + default_val: Any = 0 +) -> Any: +
+ +
+ View Source + 
    @staticmethod
+    def get_current_qual_or_default(
+        worker: "Worker", qual_name: str, default_val: Any = 0
+    ) -> Any:
+        """Return the qualification of this name for the worker, or the default value"""
+        found_qual = worker.get_granted_qualification(qual_name)
+        return default_val if found_qual is None else found_qual.value
+
+ +
+ +

Return the qualification of this name for the worker, or the default value

+
+ + +
+
+
#   + + + def + get_completion_stats_for_worker( + self, + worker: mephisto.data_model.worker.Worker +) -> Tuple[int, int, int]: +
+ +
+ View Source + 
    def get_completion_stats_for_worker(self, worker: "Worker") -> Tuple[int, int, int]:
+        """Return the correct and incorrect gold counts, as well as the total count for a worker"""
+        completed_units = UseGoldUnit.get_current_qual_or_default(
+            worker, self.task_count_qual_name
+        )
+        correct_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_correct_qual_name
+        )
+        incorrect_golds = UseGoldUnit.get_current_qual_or_default(
+            worker, self.golds_failed_qual_name
+        )
+        return completed_units, correct_golds, incorrect_golds
+
+ +
+ +

Return the correct and incorrect gold counts, as well as the total count for a worker

+
+ + +
+
+
#   + + + def + should_produce_gold_for_worker(self, worker: mephisto.data_model.worker.Worker) -> bool: +
+ +
+ View Source + 
    def should_produce_gold_for_worker(self, worker: "Worker") -> bool:
+        """Workers that can access the task should be evaluated to do a gold"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            return False
+        return self.worker_needs_gold(
+            completed_units, correct_units, incorrect_units, self.min_golds
+        )
+
+ +
+ +

Workers that can access the task should be evaluated to do a gold

+
+ + +
+
+
#   + + + def + update_qualified_status(self, worker: mephisto.data_model.worker.Worker) -> bool: +
+ +
+ View Source + 
    def update_qualified_status(self, worker: "Worker") -> bool:
+        """Workers qualification status may change after failing a unit"""
+        (
+            completed_units,
+            correct_units,
+            incorrect_units,
+        ) = self.get_completion_stats_for_worker(worker)
+        if not self.worker_qualifies(
+            completed_units, correct_units, incorrect_units, self.max_incorrect_golds
+        ):
+            worker.grant_qualification(self.disqualified_qual_name)
+            return True
+        return False
+
+ +
+ +

Workers qualification status may change after failing a unit

+
+ + +
+
+
#   + + + def + get_gold_unit_data_for_worker( + self, + worker: mephisto.data_model.worker.Worker +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_gold_unit_data_for_worker(
+        self, worker: "Worker"
+    ) -> Optional[Dict[str, Any]]:
+        try:
+            return self.get_gold_for_worker(worker)
+        except Exception as e:
+            logger.warning(f"Could not generate gold for {worker} due to {e}")
+            traceback.print_exc()
+            return None
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + def + create_validation_function( + cls, + args: omegaconf.dictconfig.DictConfig, + screen_unit: collections.abc.Callable[mephisto.data_model.unit.Unit, bool] +): +
+ +
+ View Source + 
    @classmethod
+    def create_validation_function(
+        cls, args: "DictConfig", screen_unit: Callable[["Unit"], bool]
+    ):
+        """
+        Takes in a validator function to determine if validation units are
+        passable, and returns a `on_unit_submitted` function to be used
+        in the SharedTaskState
+        """
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_correct_qual_name = f"{base_qual_name}-correct-golds"
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        disqualified_qual_name = f"{base_qual_name}-disqualified"
+        task_count_qual_name = f"{base_qual_name}-completed-count"
+
+        def _wrapped_validate(unit):
+            agent = unit.get_assigned_agent()
+            if unit.unit_index != GOLD_UNIT_INDEX:
+                if (
+                    agent is not None
+                    and agent.get_status() == AgentState.STATUS_COMPLETED
+                ):
+                    worker = agent.get_worker()
+                    completed_units = UseGoldUnit.get_current_qual_or_default(
+                        worker, task_count_qual_name
+                    )
+                    worker.grant_qualification(
+                        task_count_qual_name,
+                        value=completed_units + 1,
+                        skip_crowd=True,
+                    )
+                return  # We only run validation on the validatable units
+
+            if agent is None:
+                return  # Can't validate incomplete unit
+
+            validation_result = screen_unit(unit)
+            agent = unit.get_assigned_agent()
+            worker = agent.get_worker()
+
+            if validation_result is True:
+                correct_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_correct_qual_name
+                )
+                worker.grant_qualification(
+                    golds_correct_qual_name, correct_units + 1, skip_crowd=True
+                )
+            elif validation_result is False:
+                incorrect_units = UseGoldUnit.get_current_qual_or_default(
+                    worker, golds_failed_qual_name
+                )
+                worker.grant_qualification(
+                    golds_failed_qual_name, incorrect_units + 1, skip_crowd=True
+                )
+
+        return _wrapped_validate
+
+ +
+ +

Takes in a validator function to determine if validation units are +passable, and returns a on_unit_submitted function to be used +in the SharedTaskState

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_mixin_qualifications( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def get_mixin_qualifications(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        """Creates the relevant task qualifications for this task"""
+        base_qual_name = args.blueprint.gold_qualification_base
+        golds_failed_qual_name = f"{base_qual_name}-wrong-golds"
+        return [
+            make_qualification_dict(
+                golds_failed_qual_name,
+                QUAL_NOT_EXIST,
+                None,
+            )
+        ]
+
+ +
+ +

Creates the relevant task qualifications for this task

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + UseGoldUnit.ArgsMixin: +
+ +
+ View Source + 
class UseGoldUnitArgs:
+    gold_qualification_base: str = field(
+        default=MISSING,
+        metadata={
+            "help": ("Basename for a qualification that tracks gold completion rates")
+        },
+    )
+    use_golds: bool = field(
+        default=False,
+        metadata={"help": ("Whether or not to use gold tasks in this run.")},
+    )
+    min_golds: int = field(
+        default=1,
+        metadata={
+            "help": (
+                "Minimum golds a worker needs to complete before getting real units."
+            )
+        },
+    )
+    max_incorrect_golds: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum number of golds a worker can get incorrect before being disqualified"
+            )
+        },
+    )
+
+ +
+ +

UseGoldUnitArgs(gold_qualification_base: str = '???', use_golds: bool = False, min_golds: int = 1, max_incorrect_golds: int = 0)

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + UseGoldUnit.SharedStateMixin: +
+ +
+ View Source + 
class GoldUnitSharedState:
+    get_gold_for_worker: GoldFactory = field(
+        default_factory=lambda: get_gold_factory([{}])
+    )
+    worker_needs_gold: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_needs_gold,
+    )
+    worker_qualifies: Callable[[int, int, int, int], bool] = field(
+        default_factory=lambda: worker_qualifies,
+    )
+
+ +
+ +

GoldUnitSharedState(get_gold_for_worker: Callable[[ForwardRef('Worker')], Dict[str, Any]] = , worker_needs_gold: Callable[[int, int, int, int], bool] = , worker_qualifies: Callable[[int, int, int, int], bool] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mock.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock.html new file mode 100644 index 000000000..7248d1112 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock.html @@ -0,0 +1,253 @@ + + + + + + + + + mephisto.abstractions.blueprints.mock API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mock

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_agent_state.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_agent_state.html new file mode 100644 index 000000000..92e89fad4 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_agent_state.html @@ -0,0 +1,620 @@ + + + + + + + + + mephisto.abstractions.blueprints.mock.mock_agent_state API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mock.mock_agent_state

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Optional, Dict, Any, TYPE_CHECKING
+from mephisto.abstractions.blueprint import AgentState
+import os
+import json
+import weakref
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.packet import Packet
+
+
+class MockAgentState(AgentState):
+    """
+    Mock agent state that is to be used for testing
+    """
+
+    def __init__(self, agent: "Agent"):
+        """Mock agent states keep everything in local memory"""
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Any] = {}
+        self.init_state: Any = None
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_state is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_state = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        return self.init_state
+
+    def load_data(self) -> None:
+        """Mock agent states have no data stored"""
+        pass
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state
+
+    def save_data(self) -> None:
+        """Mock agents don't save data (yet)"""
+        pass
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """Put new data into this mock state"""
+        self.state = live_update
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Move the submitted data into the live state"""
+        self.state = submitted_data
+
+ +
+ +
+
+
+ #   + + + class + MockAgentState(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class MockAgentState(AgentState):
+    """
+    Mock agent state that is to be used for testing
+    """
+
+    def __init__(self, agent: "Agent"):
+        """Mock agent states keep everything in local memory"""
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Any] = {}
+        self.init_state: Any = None
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_state is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_state = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        return self.init_state
+
+    def load_data(self) -> None:
+        """Mock agent states have no data stored"""
+        pass
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state
+
+    def save_data(self) -> None:
+        """Mock agents don't save data (yet)"""
+        pass
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """Put new data into this mock state"""
+        self.state = live_update
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Move the submitted data into the live state"""
+        self.state = submitted_data
+
+ +
+ +

Mock agent state that is to be used for testing

+
+ + +
+
#   + + + MockAgentState(agent: mephisto.data_model.agent.Agent) +
+ +
+ View Source + 
    def __init__(self, agent: "Agent"):
+        """Mock agent states keep everything in local memory"""
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Any] = {}
+        self.init_state: Any = None
+
+ +
+ +

Mock agent states keep everything in local memory

+
+ + +
+
+
#   + + + def + set_init_state(self, data: Any) -> bool: +
+ +
+ View Source + 
    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_state is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_state = data
+            self.save_data()
+            return True
+
+ +
+ +

Set the initial state for this agent

+
+ + +
+
+
#   + + + def + get_init_state(self) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        return self.init_state
+
+ +
+ +

Return the initial state for this agent, +None if no such state exists

+
+ + +
+
+
#   + + + def + load_data(self) -> None: +
+ +
+ View Source + 
    def load_data(self) -> None:
+        """Mock agent states have no data stored"""
+        pass
+
+ +
+ +

Mock agent states have no data stored

+
+ + +
+
+
#   + + + def + get_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state
+
+ +
+ +

Return dict of this agent's state

+
+ + +
+
+
#   + + + def + save_data(self) -> None: +
+ +
+ View Source + 
    def save_data(self) -> None:
+        """Mock agents don't save data (yet)"""
+        pass
+
+ +
+ +

Mock agents don't save data (yet)

+
+ + +
+
+
#   + + + def + update_data(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """Put new data into this mock state"""
+        self.state = live_update
+
+ +
+ +

Put new data into this mock state

+
+ + +
+
+
#   + + + def + update_submit(self, submitted_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Move the submitted data into the live state"""
+        self.state = submitted_data
+
+ +
+ +

Move the submitted data into the live state

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+
get_task_start
+
get_task_end
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_blueprint.html new file mode 100644 index 000000000..abfcaa432 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_blueprint.html @@ -0,0 +1,1349 @@ + + + + + + + + + mephisto.abstractions.blueprints.mock.mock_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mock.mock_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import (
+    Blueprint,
+    BlueprintArgs,
+    SharedTaskState,
+)
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+    OnboardingSharedState,
+    OnboardingRequiredArgs,
+)
+from mephisto.abstractions.blueprints.mixins.screen_task_required import (
+    ScreenTaskRequired,
+    ScreenTaskSharedState,
+    ScreenTaskRequiredArgs,
+)
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.assignment import InitializationData
+from mephisto.abstractions.blueprints.mock.mock_agent_state import MockAgentState
+from mephisto.abstractions.blueprints.mock.mock_task_runner import MockTaskRunner
+from mephisto.abstractions.blueprints.mock.mock_task_builder import MockTaskBuilder
+from mephisto.operations.registry import register_mephisto_abstraction
+
+import os
+import time
+
+from typing import ClassVar, List, Type, Any, Dict, Iterable, TYPE_CHECKING, Optional
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import OnboardingAgent
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import AgentState, TaskRunner, TaskBuilder
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+
+BLUEPRINT_TYPE_MOCK = "mock"
+
+
+@dataclass
+class MockBlueprintArgs(BlueprintArgs, OnboardingRequiredArgs, ScreenTaskRequiredArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_MOCK
+    num_assignments: int = field(
+        default=MISSING,
+        metadata={
+            "help": "How many workers you want to do each assignment",
+            "required": True,
+        },
+    )
+    use_onboarding: bool = field(
+        default=False, metadata={"help": "Whether onboarding should be required"}
+    )
+    timeout_time: int = field(
+        default=0,
+        metadata={"help": "Whether acts in the run assignment should have a timeout"},
+    )
+    is_concurrent: bool = field(
+        default=True,
+        metadata={"help": "Whether to run this mock task as a concurrent task or not"},
+    )
+
+
+# Mock tasks right now inherit all mixins, this way we can test them.
+# In the future, we'll likely want to compose mock tasks for mixin testing
+@dataclass
+class MockSharedState(SharedTaskState, OnboardingSharedState, ScreenTaskSharedState):
+    pass
+
+
+@register_mephisto_abstraction()
+class MockBlueprint(Blueprint, OnboardingRequired, ScreenTaskRequired):
+    """Mock of a task type, for use in testing"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = MockAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = MockAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = MockTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = MockTaskRunner
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = MockBlueprintArgs
+    SharedStateClass: ClassVar[Type["SharedTaskState"]] = MockSharedState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_MOCK
+
+    # making Mypy happy, these aren't used in a blueprint, only mixins
+    ArgsMixin: ClassVar[Any]
+    SharedStateMixin: ClassVar[Any]
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "MockSharedState"
+    ):
+        super().__init__(task_run, args, shared_state)
+
+    def get_initialization_data(self) -> Iterable[InitializationData]:
+        """
+        Return the number of empty assignments specified in --num-assignments
+        """
+        return [
+            MockTaskRunner.get_mock_assignment_data()
+            for i in range(self.args.blueprint.num_assignments)
+        ]
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Onboarding validation for MockBlueprints just returns the 'should_pass' field
+        """
+        return onboarding_agent.state.get_data()["should_pass"]
+
+ +
+ +
+
+
+ #   + + + class + MockBlueprintArgs(mephisto.abstractions.blueprint.BlueprintArgs, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs): +
+ +
+ View Source + 
class MockBlueprintArgs(BlueprintArgs, OnboardingRequiredArgs, ScreenTaskRequiredArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_MOCK
+    num_assignments: int = field(
+        default=MISSING,
+        metadata={
+            "help": "How many workers you want to do each assignment",
+            "required": True,
+        },
+    )
+    use_onboarding: bool = field(
+        default=False, metadata={"help": "Whether onboarding should be required"}
+    )
+    timeout_time: int = field(
+        default=0,
+        metadata={"help": "Whether acts in the run assignment should have a timeout"},
+    )
+    is_concurrent: bool = field(
+        default=True,
+        metadata={"help": "Whether to run this mock task as a concurrent task or not"},
+    )
+
+ +
+ +

MockBlueprintArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False, onboarding_qualification: str = '???', _blueprint_type: str = 'mock', block_qualification: str = '???', num_assignments: int = '???', use_onboarding: bool = False, timeout_time: int = 0, is_concurrent: bool = True)

+
+ + +
+
#   + + + MockBlueprintArgs( + passed_qualification_name: str = '???', + max_screening_units: int = '???', + use_screening_task: bool = False, + onboarding_qualification: str = '???', + _blueprint_type: str = 'mock', + block_qualification: str = '???', + num_assignments: int = '???', + use_onboarding: bool = False, + timeout_time: int = 0, + is_concurrent: bool = True +) +
+ + + + +
+
+
#   + + num_assignments: int = '???' +
+ + + + +
+
+
#   + + use_onboarding: bool = False +
+ + + + +
+
+
#   + + timeout_time: int = 0 +
+ + + + +
+
+
#   + + is_concurrent: bool = True +
+ + + + +
+
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MockSharedState(mephisto.abstractions.blueprint.SharedTaskState, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState): +
+ +
+ View Source + 
class MockSharedState(SharedTaskState, OnboardingSharedState, ScreenTaskSharedState):
+    pass
+
+ +
+ +

MockSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = )

+
+ + +
+
#   + + + MockSharedState( + screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = <factory>, + onboarding_data: Dict[str, Any] = <factory>, + validate_onboarding: Callable[[Any], bool] = <factory>, + task_config: Dict[str, Any] = <factory>, + qualifications: List[Any] = <factory>, + worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = <factory>, + on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = <factory> +) +
+ + + + +
+
+
+
+ #   + + + class + MockBlueprint(mephisto.abstractions.blueprint.Blueprint, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired): +
+ +
+ View Source + 
class MockBlueprint(Blueprint, OnboardingRequired, ScreenTaskRequired):
+    """Mock of a task type, for use in testing"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = MockAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = MockAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = MockTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = MockTaskRunner
+    ArgsClass: ClassVar[Type["BlueprintArgs"]] = MockBlueprintArgs
+    SharedStateClass: ClassVar[Type["SharedTaskState"]] = MockSharedState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_MOCK
+
+    # making Mypy happy, these aren't used in a blueprint, only mixins
+    ArgsMixin: ClassVar[Any]
+    SharedStateMixin: ClassVar[Any]
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "MockSharedState"
+    ):
+        super().__init__(task_run, args, shared_state)
+
+    def get_initialization_data(self) -> Iterable[InitializationData]:
+        """
+        Return the number of empty assignments specified in --num-assignments
+        """
+        return [
+            MockTaskRunner.get_mock_assignment_data()
+            for i in range(self.args.blueprint.num_assignments)
+        ]
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Onboarding validation for MockBlueprints just returns the 'should_pass' field
+        """
+        return onboarding_agent.state.get_data()["should_pass"]
+
+ +
+ +

Mock of a task type, for use in testing

+
+ + +
+
#   + + + MockBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState +) +
+ +
+ View Source + 
    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "MockSharedState"
+    ):
+        super().__init__(task_run, args, shared_state)
+
+ +
+ + + +
+
+
#   + + BLUEPRINT_TYPE: str = 'mock' +
+ + + + +
+
+
#   + + + def + get_initialization_data(self) -> Iterable[mephisto.data_model.assignment.InitializationData]: +
+ +
+ View Source + 
    def get_initialization_data(self) -> Iterable[InitializationData]:
+        """
+        Return the number of empty assignments specified in --num-assignments
+        """
+        return [
+            MockTaskRunner.get_mock_assignment_data()
+            for i in range(self.args.blueprint.num_assignments)
+        ]
+
+ +
+ +

Return the number of empty assignments specified in --num-assignments

+
+ + +
+
+
#   + + + def + validate_onboarding( + self, + worker: mephisto.data_model.worker.Worker, + onboarding_agent: mephisto.data_model.agent.OnboardingAgent +) -> bool: +
+ +
+ View Source + 
    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        """
+        Onboarding validation for MockBlueprints just returns the 'should_pass' field
+        """
+        return onboarding_agent.state.get_data()["should_pass"]
+
+ +
+ +

Onboarding validation for MockBlueprints just returns the 'should_pass' field

+
+ + +
+
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + MockBlueprint.AgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class MockAgentState(AgentState):
+    """
+    Mock agent state that is to be used for testing
+    """
+
+    def __init__(self, agent: "Agent"):
+        """Mock agent states keep everything in local memory"""
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Any] = {}
+        self.init_state: Any = None
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_state is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_state = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        return self.init_state
+
+    def load_data(self) -> None:
+        """Mock agent states have no data stored"""
+        pass
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state
+
+    def save_data(self) -> None:
+        """Mock agents don't save data (yet)"""
+        pass
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """Put new data into this mock state"""
+        self.state = live_update
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Move the submitted data into the live state"""
+        self.state = submitted_data
+
+ +
+ +

Mock agent state that is to be used for testing

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+
get_task_start
+
get_task_end
+ +
+
+
+
+
+
+ #   + + + class + MockBlueprint.OnboardingAgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class MockAgentState(AgentState):
+    """
+    Mock agent state that is to be used for testing
+    """
+
+    def __init__(self, agent: "Agent"):
+        """Mock agent states keep everything in local memory"""
+        self.agent = weakref.proxy(agent)
+        self.state: Dict[str, Any] = {}
+        self.init_state: Any = None
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_state is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_state = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        return self.init_state
+
+    def load_data(self) -> None:
+        """Mock agent states have no data stored"""
+        pass
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict of this agent's state"""
+        return self.state
+
+    def save_data(self) -> None:
+        """Mock agents don't save data (yet)"""
+        pass
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """Put new data into this mock state"""
+        self.state = live_update
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Move the submitted data into the live state"""
+        self.state = submitted_data
+
+ +
+ +

Mock agent state that is to be used for testing

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+
get_parsed_data
+
get_task_start
+
get_task_end
+ +
+
+
+
+
+
+ #   + + + class + MockBlueprint.TaskBuilderClass(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class MockTaskBuilder(TaskBuilder):
+    """Builder for a mock task, for use in testing"""
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Mock tasks don't really build anything (yet)"""
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a mock task, for use in testing

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + MockBlueprint.TaskRunnerClass(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class MockTaskRunner(TaskRunner):
+    """Mock of a task runner, for use in testing"""
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.timeout = args.blueprint.timeout_time
+        self.tracked_tasks: Dict[str, Union["Assignment", "Unit"]] = {}
+        self.is_concurrent = args.blueprint.get("is_concurrent", True)
+
+    @staticmethod
+    def get_mock_assignment_data() -> InitializationData:
+        return InitializationData(shared={}, unit_data=[{}, {}])
+
+    @staticmethod
+    def get_data_for_assignment(assignment: "Assignment") -> InitializationData:
+        """
+        Mock tasks have no data unless given during testing
+        """
+        return MockTaskRunner.get_mock_assignment_data()
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        # TODO(#97) implement
+        pass
+
+    def run_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Mock runners simply wait for an act to come in with whether
+        or not onboarding is complete
+        """
+        onboarding_agent.await_submit(self.timeout)
+
+    def run_unit(self, unit: "Unit", agent: "Agent"):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[unit.db_id] = unit
+        time.sleep(0.3)
+        assigned_agent = unit.get_assigned_agent()
+        assert assigned_agent is not None, "No agent was assigned"
+        assert (
+            assigned_agent.db_id == agent.db_id
+        ), "Task was not given to assigned agent"
+        packet = agent.get_live_update(timeout=self.timeout)
+        if packet is not None:
+            agent.observe(packet)
+        agent.await_submit(self.timeout)
+        del self.tracked_tasks[unit.db_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[assignment.db_id] = assignment
+        agent_dict = {a.db_id: a for a in agents}
+        time.sleep(0.3)
+        agents = []
+        for unit in assignment.get_units():
+            assigned_agent = unit.get_assigned_agent()
+            assert assigned_agent is not None, "Task was not fully assigned"
+            agent = agent_dict.get(assigned_agent.db_id)
+            assert agent is not None, "Task was not launched with assigned agents"
+            agents.append(agent)
+        for agent in agents:
+            packet = agent.get_live_update(timeout=self.timeout)
+            if packet is not None:
+                agent.observe(packet)
+        for agent in agents:
+            agent.await_submit(self.timeout)
+        del self.tracked_tasks[assignment.db_id]
+
+    def cleanup_assignment(self, assignment: "Assignment"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_unit(self, unit: "Unit"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """No cleanup required yet for ending onboarding in mocks"""
+        pass
+
+ +
+ +

Mock of a task runner, for use in testing

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
filter_units_for_worker
+
shutdown
+ +
+
+
+
+
+
+ #   + + + class + MockBlueprint.ArgsClass(mephisto.abstractions.blueprint.BlueprintArgs, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs): +
+ +
+ View Source + 
class MockBlueprintArgs(BlueprintArgs, OnboardingRequiredArgs, ScreenTaskRequiredArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_MOCK
+    num_assignments: int = field(
+        default=MISSING,
+        metadata={
+            "help": "How many workers you want to do each assignment",
+            "required": True,
+        },
+    )
+    use_onboarding: bool = field(
+        default=False, metadata={"help": "Whether onboarding should be required"}
+    )
+    timeout_time: int = field(
+        default=0,
+        metadata={"help": "Whether acts in the run assignment should have a timeout"},
+    )
+    is_concurrent: bool = field(
+        default=True,
+        metadata={"help": "Whether to run this mock task as a concurrent task or not"},
+    )
+
+ +
+ +

MockBlueprintArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False, onboarding_qualification: str = '???', _blueprint_type: str = 'mock', block_qualification: str = '???', num_assignments: int = '???', use_onboarding: bool = False, timeout_time: int = 0, is_concurrent: bool = True)

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + MockBlueprint.SharedStateClass(mephisto.abstractions.blueprint.SharedTaskState, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState): +
+ +
+ View Source + 
class MockSharedState(SharedTaskState, OnboardingSharedState, ScreenTaskSharedState):
+    pass
+
+ +
+ +

MockSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MockBlueprint.ArgsMixin: +
+ +
+ View Source + 
class OnboardingRequiredArgs:
+    onboarding_qualification: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Specify the name of a qualification used to block workers who fail onboarding, "
+                "Empty will skip onboarding."
+            )
+        },
+    )
+
+ +
+ +

OnboardingRequiredArgs(onboarding_qualification: str = '???')

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MockBlueprint.SharedStateMixin: +
+ +
+ View Source + 
class OnboardingSharedState:
+    onboarding_data: Dict[str, Any] = field(
+        default_factory=dict,
+        metadata={
+            "help": (
+                "Task data to send for the initialTaskData available in the frontend during onboarding."
+            ),
+            "type": "Dict[str, Any]",
+            "default": "{}",
+        },
+    )
+    validate_onboarding: Callable[[Any], bool] = field(
+        default_factory=lambda: (lambda x: True),
+        metadata={
+            "help": (
+                "Function that takes in the result task data (from AgentState.get_data()) "
+                "and returns whether or not the onboarding was successful."
+            ),
+            "type": "Callable[[Any], bool]",
+            "default": "Returns true always",
+        },
+    )
+
+ +
+ +

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_builder.html new file mode 100644 index 000000000..17cf80f8b --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_builder.html @@ -0,0 +1,371 @@ + + + + + + + + + mephisto.abstractions.blueprints.mock.mock_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mock.mock_task_builder

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskBuilder
+
+import os
+import time
+
+from typing import ClassVar, List, Type, Any, Dict, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import Assignment
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+class MockTaskBuilder(TaskBuilder):
+    """Builder for a mock task, for use in testing"""
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Mock tasks don't really build anything (yet)"""
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +
+
+
+ #   + + + class + MockTaskBuilder(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class MockTaskBuilder(TaskBuilder):
+    """Builder for a mock task, for use in testing"""
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Mock tasks don't really build anything (yet)"""
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a mock task, for use in testing

+
+ + +
+
#   + + BUILT_FILE = 'done.built' +
+ + + + +
+
+
#   + + BUILT_MESSAGE = 'built!' +
+ + + + +
+
+
#   + + + def + build_in_dir(self, build_dir: str): +
+ +
+ View Source + 
    def build_in_dir(self, build_dir: str):
+        """Mock tasks don't really build anything (yet)"""
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Mock tasks don't really build anything (yet)

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_runner.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_runner.html new file mode 100644 index 000000000..885bdb583 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/mock/mock_task_runner.html @@ -0,0 +1,802 @@ + + + + + + + + + mephisto.abstractions.blueprints.mock.mock_task_runner API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.mock.mock_task_runner

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskRunner, SharedTaskState
+from mephisto.data_model.assignment import InitializationData
+
+import os
+import time
+
+from typing import ClassVar, List, Type, Any, Dict, Union, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from argparse import _ArgumentGroup as ArgumentGroup
+    from omegaconf import DictConfig
+
+
+class MockTaskRunner(TaskRunner):
+    """Mock of a task runner, for use in testing"""
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.timeout = args.blueprint.timeout_time
+        self.tracked_tasks: Dict[str, Union["Assignment", "Unit"]] = {}
+        self.is_concurrent = args.blueprint.get("is_concurrent", True)
+
+    @staticmethod
+    def get_mock_assignment_data() -> InitializationData:
+        return InitializationData(shared={}, unit_data=[{}, {}])
+
+    @staticmethod
+    def get_data_for_assignment(assignment: "Assignment") -> InitializationData:
+        """
+        Mock tasks have no data unless given during testing
+        """
+        return MockTaskRunner.get_mock_assignment_data()
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        # TODO(#97) implement
+        pass
+
+    def run_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Mock runners simply wait for an act to come in with whether
+        or not onboarding is complete
+        """
+        onboarding_agent.await_submit(self.timeout)
+
+    def run_unit(self, unit: "Unit", agent: "Agent"):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[unit.db_id] = unit
+        time.sleep(0.3)
+        assigned_agent = unit.get_assigned_agent()
+        assert assigned_agent is not None, "No agent was assigned"
+        assert (
+            assigned_agent.db_id == agent.db_id
+        ), "Task was not given to assigned agent"
+        packet = agent.get_live_update(timeout=self.timeout)
+        if packet is not None:
+            agent.observe(packet)
+        agent.await_submit(self.timeout)
+        del self.tracked_tasks[unit.db_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[assignment.db_id] = assignment
+        agent_dict = {a.db_id: a for a in agents}
+        time.sleep(0.3)
+        agents = []
+        for unit in assignment.get_units():
+            assigned_agent = unit.get_assigned_agent()
+            assert assigned_agent is not None, "Task was not fully assigned"
+            agent = agent_dict.get(assigned_agent.db_id)
+            assert agent is not None, "Task was not launched with assigned agents"
+            agents.append(agent)
+        for agent in agents:
+            packet = agent.get_live_update(timeout=self.timeout)
+            if packet is not None:
+                agent.observe(packet)
+        for agent in agents:
+            agent.await_submit(self.timeout)
+        del self.tracked_tasks[assignment.db_id]
+
+    def cleanup_assignment(self, assignment: "Assignment"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_unit(self, unit: "Unit"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """No cleanup required yet for ending onboarding in mocks"""
+        pass
+
+ +
+ +
+
+
+ #   + + + class + MockTaskRunner(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class MockTaskRunner(TaskRunner):
+    """Mock of a task runner, for use in testing"""
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        self.timeout = args.blueprint.timeout_time
+        self.tracked_tasks: Dict[str, Union["Assignment", "Unit"]] = {}
+        self.is_concurrent = args.blueprint.get("is_concurrent", True)
+
+    @staticmethod
+    def get_mock_assignment_data() -> InitializationData:
+        return InitializationData(shared={}, unit_data=[{}, {}])
+
+    @staticmethod
+    def get_data_for_assignment(assignment: "Assignment") -> InitializationData:
+        """
+        Mock tasks have no data unless given during testing
+        """
+        return MockTaskRunner.get_mock_assignment_data()
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        # TODO(#97) implement
+        pass
+
+    def run_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Mock runners simply wait for an act to come in with whether
+        or not onboarding is complete
+        """
+        onboarding_agent.await_submit(self.timeout)
+
+    def run_unit(self, unit: "Unit", agent: "Agent"):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[unit.db_id] = unit
+        time.sleep(0.3)
+        assigned_agent = unit.get_assigned_agent()
+        assert assigned_agent is not None, "No agent was assigned"
+        assert (
+            assigned_agent.db_id == agent.db_id
+        ), "Task was not given to assigned agent"
+        packet = agent.get_live_update(timeout=self.timeout)
+        if packet is not None:
+            agent.observe(packet)
+        agent.await_submit(self.timeout)
+        del self.tracked_tasks[unit.db_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[assignment.db_id] = assignment
+        agent_dict = {a.db_id: a for a in agents}
+        time.sleep(0.3)
+        agents = []
+        for unit in assignment.get_units():
+            assigned_agent = unit.get_assigned_agent()
+            assert assigned_agent is not None, "Task was not fully assigned"
+            agent = agent_dict.get(assigned_agent.db_id)
+            assert agent is not None, "Task was not launched with assigned agents"
+            agents.append(agent)
+        for agent in agents:
+            packet = agent.get_live_update(timeout=self.timeout)
+            if packet is not None:
+                agent.observe(packet)
+        for agent in agents:
+            agent.await_submit(self.timeout)
+        del self.tracked_tasks[assignment.db_id]
+
+    def cleanup_assignment(self, assignment: "Assignment"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_unit(self, unit: "Unit"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+    def cleanup_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """No cleanup required yet for ending onboarding in mocks"""
+        pass
+
+ +
+ +

Mock of a task runner, for use in testing

+
+ + +
+
#   + + + MockTaskRunner( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __new__(
+        cls, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> "TaskRunner":
+        """Get the correct TaskRunner for this task run"""
+        if cls == TaskRunner:
+            from mephisto.operations.registry import get_blueprint_from_type
+
+            # We are trying to construct an AgentState, find what type to use and
+            # create that instead
+            correct_class = get_blueprint_from_type(task_run.task_type).TaskRunnerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

Get the correct TaskRunner for this task run

+
+ + +
+
+
#   + +
@staticmethod
+ + def + get_mock_assignment_data() -> mephisto.data_model.assignment.InitializationData: +
+ +
+ View Source + 
    @staticmethod
+    def get_mock_assignment_data() -> InitializationData:
+        return InitializationData(shared={}, unit_data=[{}, {}])
+
+ +
+ + + +
+
+
#   + +
@staticmethod
+ + def + get_data_for_assignment( + assignment: mephisto.data_model.assignment.Assignment +) -> mephisto.data_model.assignment.InitializationData: +
+ +
+ View Source + 
    @staticmethod
+    def get_data_for_assignment(assignment: "Assignment") -> InitializationData:
+        """
+        Mock tasks have no data unless given during testing
+        """
+        return MockTaskRunner.get_mock_assignment_data()
+
+ +
+ +

Mock tasks have no data unless given during testing

+
+ + +
+
+
#   + + + def + get_init_data_for_agent(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        # TODO(#97) implement
+        pass
+
+ +
+ +

Return the data for an agent already assigned to a particular unit

+
+ + +
+
+
#   + + + def + run_onboarding(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent): +
+ +
+ View Source + 
    def run_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Mock runners simply wait for an act to come in with whether
+        or not onboarding is complete
+        """
+        onboarding_agent.await_submit(self.timeout)
+
+ +
+ +

Mock runners simply wait for an act to come in with whether +or not onboarding is complete

+
+ + +
+
+
#   + + + def + run_unit( + self, + unit: mephisto.data_model.unit.Unit, + agent: mephisto.data_model.agent.Agent +): +
+ +
+ View Source + 
    def run_unit(self, unit: "Unit", agent: "Agent"):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[unit.db_id] = unit
+        time.sleep(0.3)
+        assigned_agent = unit.get_assigned_agent()
+        assert assigned_agent is not None, "No agent was assigned"
+        assert (
+            assigned_agent.db_id == agent.db_id
+        ), "Task was not given to assigned agent"
+        packet = agent.get_live_update(timeout=self.timeout)
+        if packet is not None:
+            agent.observe(packet)
+        agent.await_submit(self.timeout)
+        del self.tracked_tasks[unit.db_id]
+
+ +
+ +

Mock runners will pass the agents for the given assignment +all of the required messages to finish a task.

+
+ + +
+
+
#   + + + def + run_assignment( + self, + assignment: mephisto.data_model.assignment.Assignment, + agents: list[mephisto.data_model.agent.Agent] +): +
+ +
+ View Source + 
    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]):
+        """
+        Mock runners will pass the agents for the given assignment
+        all of the required messages to finish a task.
+        """
+        self.tracked_tasks[assignment.db_id] = assignment
+        agent_dict = {a.db_id: a for a in agents}
+        time.sleep(0.3)
+        agents = []
+        for unit in assignment.get_units():
+            assigned_agent = unit.get_assigned_agent()
+            assert assigned_agent is not None, "Task was not fully assigned"
+            agent = agent_dict.get(assigned_agent.db_id)
+            assert agent is not None, "Task was not launched with assigned agents"
+            agents.append(agent)
+        for agent in agents:
+            packet = agent.get_live_update(timeout=self.timeout)
+            if packet is not None:
+                agent.observe(packet)
+        for agent in agents:
+            agent.await_submit(self.timeout)
+        del self.tracked_tasks[assignment.db_id]
+
+ +
+ +

Mock runners will pass the agents for the given assignment +all of the required messages to finish a task.

+
+ + +
+
+
#   + + + def + cleanup_assignment(self, assignment: mephisto.data_model.assignment.Assignment): +
+ +
+ View Source + 
    def cleanup_assignment(self, assignment: "Assignment"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+ +
+ +

No cleanup required yet for ending mock runs

+
+ + +
+
+
#   + + + def + cleanup_unit(self, unit: mephisto.data_model.unit.Unit): +
+ +
+ View Source + 
    def cleanup_unit(self, unit: "Unit"):
+        """No cleanup required yet for ending mock runs"""
+        pass
+
+ +
+ +

No cleanup required yet for ending mock runs

+
+ + +
+
+
#   + + + def + cleanup_onboarding(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent): +
+ +
+ View Source + 
    def cleanup_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """No cleanup required yet for ending onboarding in mocks"""
+        pass
+
+ +
+ +

No cleanup required yet for ending onboarding in mocks

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
filter_units_for_worker
+
shutdown
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat.html new file mode 100644 index 000000000..eb47d071e --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat.html @@ -0,0 +1,254 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_agent_state.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_agent_state.html new file mode 100644 index 000000000..84b267b50 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_agent_state.html @@ -0,0 +1,899 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Optional, Dict, Any, Tuple, TYPE_CHECKING
+from mephisto.abstractions.blueprint import AgentState
+import os
+import json
+import time
+import weakref
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.packet import Packet
+
+
+class ParlAIChatAgentState(AgentState):
+    """
+    Holds information about ParlAI-style chat. Data is stored in json files
+    containing every act from the ParlAI world.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.messages: List[Dict[str, Any]] = []
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.init_data = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        return {"task_data": self.init_data, "past_live_updates": self.messages}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.messages = state["outputs"]["messages"]
+            self.init_data = state["inputs"]
+            self.final_submission = state["outputs"].get("final_submission")
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "outputs": {
+                "messages": self.messages,
+                "final_submission": self.final_submission,
+            },
+            "inputs": self.init_data,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return properly parsed data from this task"""
+        init_data = self.init_data
+        save_data = None
+
+        agent_name = None
+        for m in self.messages:
+            if "agent_display_name" in m["task_data"]:
+                agent_name = m["task_data"]["agent_display_name"]
+                break
+
+        messages = self.messages
+        if len(messages) > 0:
+            if "WORLD_DATA" in messages[-1]:
+                save_data = messages[-1]["WORLD_DATA"]
+                messages = messages[:-1]
+
+        return {
+            "agent_name": agent_name,
+            "initial_data": init_data,
+            "messages": messages,
+            "save_data": save_data,
+            "final_submission": self.final_submission,
+        }
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task, the timestamp of the very first message.
+        """
+        return self.messages[0]["timestamp"]
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task, the timestamp of the very final message.
+        """
+        return self.messages[-1]["timestamp"]
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as its arrival time
+        """
+        live_update["timestamp"] = time.time()
+        self.messages.append(live_update)
+        self.save_data()
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +
+
+
+ #   + + + class + ParlAIChatAgentState(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class ParlAIChatAgentState(AgentState):
+    """
+    Holds information about ParlAI-style chat. Data is stored in json files
+    containing every act from the ParlAI world.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.messages: List[Dict[str, Any]] = []
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.init_data = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        return {"task_data": self.init_data, "past_live_updates": self.messages}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.messages = state["outputs"]["messages"]
+            self.init_data = state["inputs"]
+            self.final_submission = state["outputs"].get("final_submission")
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "outputs": {
+                "messages": self.messages,
+                "final_submission": self.final_submission,
+            },
+            "inputs": self.init_data,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return properly parsed data from this task"""
+        init_data = self.init_data
+        save_data = None
+
+        agent_name = None
+        for m in self.messages:
+            if "agent_display_name" in m["task_data"]:
+                agent_name = m["task_data"]["agent_display_name"]
+                break
+
+        messages = self.messages
+        if len(messages) > 0:
+            if "WORLD_DATA" in messages[-1]:
+                save_data = messages[-1]["WORLD_DATA"]
+                messages = messages[:-1]
+
+        return {
+            "agent_name": agent_name,
+            "initial_data": init_data,
+            "messages": messages,
+            "save_data": save_data,
+            "final_submission": self.final_submission,
+        }
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task, the timestamp of the very first message.
+        """
+        return self.messages[0]["timestamp"]
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task, the timestamp of the very final message.
+        """
+        return self.messages[-1]["timestamp"]
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as its arrival time
+        """
+        live_update["timestamp"] = time.time()
+        self.messages.append(live_update)
+        self.save_data()
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about ParlAI-style chat. Data is stored in json files +containing every act from the ParlAI world.

+
+ + +
+
#   + + + ParlAIChatAgentState(agent: mephisto.data_model.agent.Agent) +
+ +
+ View Source + 
    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.messages: List[Dict[str, Any]] = []
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.init_data = None
+            self.save_data()
+
+ +
+ +

Create an AgentState to track the state of an agent's work on a Unit

+ +

Initialize with an existing file if it exists.

+
+ + +
+
+
#   + + + def + set_init_state(self, data: Any) -> bool: +
+ +
+ View Source + 
    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+ +
+ +

Set the initial state for this agent

+
+ + +
+
+
#   + + + def + get_init_state(self) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        return {"task_data": self.init_data, "past_live_updates": self.messages}
+
+ +
+ +

Return the initial state for this agent, +None if no such state exists

+
+ + +
+
+
#   + + + def + load_data(self) -> None: +
+ +
+ View Source + 
    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.messages = state["outputs"]["messages"]
+            self.init_data = state["inputs"]
+            self.final_submission = state["outputs"].get("final_submission")
+
+ +
+ +

Load stored data from a file to this object

+
+ + +
+
+
#   + + + def + get_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "outputs": {
+                "messages": self.messages,
+                "final_submission": self.final_submission,
+            },
+            "inputs": self.init_data,
+        }
+
+ +
+ +

Return dict with the messages of this agent

+
+ + +
+
+
#   + + + def + get_parsed_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return properly parsed data from this task"""
+        init_data = self.init_data
+        save_data = None
+
+        agent_name = None
+        for m in self.messages:
+            if "agent_display_name" in m["task_data"]:
+                agent_name = m["task_data"]["agent_display_name"]
+                break
+
+        messages = self.messages
+        if len(messages) > 0:
+            if "WORLD_DATA" in messages[-1]:
+                save_data = messages[-1]["WORLD_DATA"]
+                messages = messages[:-1]
+
+        return {
+            "agent_name": agent_name,
+            "initial_data": init_data,
+            "messages": messages,
+            "save_data": save_data,
+            "final_submission": self.final_submission,
+        }
+
+ +
+ +

Return properly parsed data from this task

+
+ + +
+
+
#   + + + def + get_task_start(self) -> float: +
+ +
+ View Source + 
    def get_task_start(self) -> float:
+        """
+        Return the start time for this task, the timestamp of the very first message.
+        """
+        return self.messages[0]["timestamp"]
+
+ +
+ +

Return the start time for this task, the timestamp of the very first message.

+
+ + +
+
+
#   + + + def + get_task_end(self) -> float: +
+ +
+ View Source + 
    def get_task_end(self) -> float:
+        """
+        Return the end time for this task, the timestamp of the very final message.
+        """
+        return self.messages[-1]["timestamp"]
+
+ +
+ +

Return the end time for this task, the timestamp of the very final message.

+
+ + +
+
+
#   + + + def + save_data(self) -> None: +
+ +
+ View Source + 
    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+ +
+ +

Save all messages from this agent to

+
+ + +
+
+
#   + + + def + update_data(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as its arrival time
+        """
+        live_update["timestamp"] = time.time()
+        self.messages.append(live_update)
+        self.save_data()
+
+ +
+ +

Append the incoming packet as well as its arrival time

+
+ + +
+
+
#   + + + def + update_submit(self, submitted_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Append any final submission to this state

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_blueprint.html new file mode 100644 index 000000000..52f08bfd3 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_blueprint.html @@ -0,0 +1,2436 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import (
+    Blueprint,
+    BlueprintArgs,
+    SharedTaskState,
+)
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+    OnboardingSharedState,
+    OnboardingRequiredArgs,
+)
+from dataclasses import dataclass, field
+from mephisto.data_model.assignment import InitializationData
+from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state import (
+    ParlAIChatAgentState,
+)
+from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner import (
+    ParlAIChatTaskRunner,
+)
+from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder import (
+    ParlAIChatTaskBuilder,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+from omegaconf import DictConfig, MISSING
+
+import os
+import time
+import csv
+import sys
+import json
+
+from importlib import import_module
+
+from typing import ClassVar, List, Type, Any, Dict, Iterable, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import AgentState, TaskRunner, TaskBuilder
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.unit import Unit
+
+BLUEPRINT_TYPE_PARLAI_CHAT = "parlai_chat"
+
+
+MISSING_SOMETHING_TEXT = (
+    "<h1>"
+    "You didn't specify a task_description_file and also didn't override the "
+    "frontend `TaskPreviewView` (if this is a preview) or the `TaskDescription` "
+    "component (if this is in-task)."
+    "</h1>"
+)
+
+
+@dataclass
+class SharedParlAITaskState(OnboardingSharedState, SharedTaskState):
+    frontend_task_opts: Dict[str, Any] = field(default_factory=dict)
+    world_opt: Dict[str, Any] = field(default_factory=dict)
+    onboarding_world_opt: Dict[str, Any] = field(default_factory=dict)
+    world_module: Optional[Any] = None
+
+
+@dataclass
+class ParlAIChatBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_PARLAI_CHAT
+    _group: str = field(
+        default="ParlAIChatBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from ParlAI blueprints require the number of
+                conversations (either an int or task data for each convo), as
+                well as a world to initialize for connecting workers.
+            """
+        },
+    )
+    world_file: str = field(
+        default=MISSING,
+        metadata={"help": "Path to file containing ParlAI world", "required": True},
+    )
+    preview_source: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    task_description_file: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Path to file for the extended description of the task. "
+                "Required if not providing a custom source bundle."
+            )
+        },
+    )
+    custom_source_bundle: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a fully custom frontend bundle"},
+    )
+    custom_source_dir: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a directory containing custom js code"},
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the frontend may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    context_csv: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to csv containing task context"},
+    )
+    context_jsonl: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to jsonl file containing task context"},
+    )
+    num_conversations: int = field(
+        default=MISSING,
+        metadata={
+            "help": "Optional count of conversations to have if no context provided"
+        },
+    )
+
+
+@register_mephisto_abstraction()
+class ParlAIChatBlueprint(OnboardingRequired, Blueprint):
+    """Blueprint for a task that runs a parlai chat"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = ParlAIChatAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = ParlAIChatAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = ParlAIChatTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = ParlAIChatTaskRunner
+    ArgsClass = ParlAIChatBlueprintArgs
+    SharedStateClass = SharedParlAITaskState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_PARLAI_CHAT
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedParlAITaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: List[Dict[str, Any]] = []
+
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data: Dict[str, Any] = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif args.blueprint.get("num_conversations", None) is not None:
+            self._initialization_data_dicts = [{}] * args.blueprint.num_conversations
+        else:
+            raise NotImplementedError(
+                "Parsing parlai tasks directly from dicts or JSON is not supported yet"
+            )
+
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.world_module = world_module
+        assert hasattr(world_module, "make_world")
+        assert hasattr(world_module, "get_world_params")
+        self.agent_count = world_module.get_world_params()[  # type: ignore
+            "agent_count"
+        ]
+
+        self.full_task_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("task_description_file", None) is not None:
+            full_path = os.path.expanduser(args.blueprint.task_description_file)
+            assert os.path.exists(
+                full_path
+            ), f"Target task description path {full_path} doesn't exist"
+            with open(full_path, "r") as description_fp:
+                self.full_task_description = description_fp.read()
+        self.full_preview_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Target preview source path {preview_source_file} doesn't exist"
+            with open(preview_source_file, "r") as description_fp:
+                self.full_preview_description = description_fp.read()
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        # Find world module
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        world_module = shared_state.world_module
+        if world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            assert os.path.exists(
+                world_file_path
+            ), f"Provided world path {world_file_path} doesn't exist"
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        # assert world file is valid
+        assert hasattr(
+            world_module, "make_world"
+        ), "Provided world file has no `make_world` method"
+        assert hasattr(
+            world_module, "get_world_params"
+        ), "Provided world file has no `get_world_params` method"
+
+        # assert some method for determining quantity of conversations
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Target context_csv path {csv_file} doesn't exist"
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Target context_jsonl path {jsonl_file} doesn't exist"
+        elif args.blueprint.get("num_conversations", None) is not None:
+            assert (
+                args.blueprint.num_conversations > 0
+            ), "Must have at least one conversation"
+        else:
+            raise AssertionError(
+                "Must specify one of --context-csv, --context-jsonl or --num-conversations"
+            )
+
+        if args.blueprint.get("custom_source_bundle", None) is not None:
+            custom_source_file_path = os.path.expanduser(
+                args.blueprint.custom_source_bundle
+            )
+            assert os.path.exists(
+                custom_source_file_path
+            ), f"Provided custom bundle doesn't exist at {custom_source_file_path}"
+
+        if args.blueprint.get("custom_source_dir", None) is not None:
+            custom_source_dir_path = os.path.expanduser(
+                args.blueprint.custom_source_dir
+            )
+            assert os.path.exists(
+                custom_source_dir_path
+            ), f"Provided custom source dir doesn't exist at {custom_source_dir_path}"
+
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Provided preview source doesn't exist at {preview_source_file}"
+
+        if args.blueprint.get("extra_source_dir", None) is not None:
+            extra_source_dir = os.path.expanduser(args.blueprint.extra_source_dir)
+            assert os.path.exists(
+                extra_source_dir
+            ), f"Provided extra resource dir doesn't exist at {extra_source_dir}"
+
+    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options within a task_config should be fowarded
+        to the client for use by the task's frontend
+        """
+        # Start with standard task configuration arguments
+        frontend_task_config = super().get_frontend_args()
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        # Add ParlAI standards
+        frontend_task_config.update(
+            {
+                "task_description": self.full_task_description,
+                "preview_html": self.full_preview_description,
+                "frame_height": 650,
+                "chat_title": self.args.task.task_title,
+                "has_preview": self.args.blueprint.get("preview_source", None)
+                is not None,
+                "block_mobile": True,
+                "frontend_task_opts": shared_state.frontend_task_opts,
+            }
+        )
+        # Use overrides provided downstream
+        frontend_task_config.update(self.frontend_task_config)
+        return frontend_task_config
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        return [
+            InitializationData(shared=d, unit_data=[{}] * self.agent_count)
+            for d in self._initialization_data_dicts
+        ]
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        if hasattr(self.world_module, "validate_onboarding"):
+            return self.world_module.validate_onboarding(  # type: ignore
+                onboarding_agent.state.get_data()
+            )
+        return True
+
+ +
+ +
+
+
+ #   + + + class + SharedParlAITaskState(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedParlAITaskState(OnboardingSharedState, SharedTaskState):
+    frontend_task_opts: Dict[str, Any] = field(default_factory=dict)
+    world_opt: Dict[str, Any] = field(default_factory=dict)
+    onboarding_world_opt: Dict[str, Any] = field(default_factory=dict)
+    world_module: Optional[Any] = None
+
+ +
+ +

SharedParlAITaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , frontend_task_opts: Dict[str, Any] = , world_opt: Dict[str, Any] = , onboarding_world_opt: Dict[str, Any] = , world_module: Union[Any, NoneType] = None)

+
+ + +
+
#   + + + SharedParlAITaskState( + task_config: Dict[str, Any] = <factory>, + qualifications: List[Any] = <factory>, + worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = <factory>, + on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = <factory>, + onboarding_data: Dict[str, Any] = <factory>, + validate_onboarding: Callable[[Any], bool] = <factory>, + frontend_task_opts: Dict[str, Any] = <factory>, + world_opt: Dict[str, Any] = <factory>, + onboarding_world_opt: Dict[str, Any] = <factory>, + world_module: Union[Any, NoneType] = None +) +
+ + + + +
+
+
#   + + world_module: Union[Any, NoneType] = None +
+ + + + +
+
+
+
+ #   + + + class + ParlAIChatBlueprintArgs(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class ParlAIChatBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_PARLAI_CHAT
+    _group: str = field(
+        default="ParlAIChatBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from ParlAI blueprints require the number of
+                conversations (either an int or task data for each convo), as
+                well as a world to initialize for connecting workers.
+            """
+        },
+    )
+    world_file: str = field(
+        default=MISSING,
+        metadata={"help": "Path to file containing ParlAI world", "required": True},
+    )
+    preview_source: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    task_description_file: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Path to file for the extended description of the task. "
+                "Required if not providing a custom source bundle."
+            )
+        },
+    )
+    custom_source_bundle: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a fully custom frontend bundle"},
+    )
+    custom_source_dir: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a directory containing custom js code"},
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the frontend may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    context_csv: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to csv containing task context"},
+    )
+    context_jsonl: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to jsonl file containing task context"},
+    )
+    num_conversations: int = field(
+        default=MISSING,
+        metadata={
+            "help": "Optional count of conversations to have if no context provided"
+        },
+    )
+
+ +
+ +

ParlAIChatBlueprintArgs(_blueprint_type: str = 'parlai_chat', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'ParlAIChatBlueprint', world_file: str = '???', preview_source: str = '???', task_description_file: str = '???', custom_source_bundle: str = '???', custom_source_dir: str = '???', extra_source_dir: str = '???', context_csv: str = '???', context_jsonl: str = '???', num_conversations: int = '???')

+
+ + +
+
#   + + + ParlAIChatBlueprintArgs( + _blueprint_type: str = 'parlai_chat', + block_qualification: str = '???', + onboarding_qualification: str = '???', + _group: str = 'ParlAIChatBlueprint', + world_file: str = '???', + preview_source: str = '???', + task_description_file: str = '???', + custom_source_bundle: str = '???', + custom_source_dir: str = '???', + extra_source_dir: str = '???', + context_csv: str = '???', + context_jsonl: str = '???', + num_conversations: int = '???' +) +
+ + + + +
+
+
#   + + world_file: str = '???' +
+ + + + +
+
+
#   + + preview_source: str = '???' +
+ + + + +
+
+
#   + + task_description_file: str = '???' +
+ + + + +
+
+
#   + + custom_source_bundle: str = '???' +
+ + + + +
+
+
#   + + custom_source_dir: str = '???' +
+ + + + +
+
+
#   + + extra_source_dir: str = '???' +
+ + + + +
+
+
#   + + context_csv: str = '???' +
+ + + + +
+
+
#   + + context_jsonl: str = '???' +
+ + + + +
+
+
#   + + num_conversations: int = '???' +
+ + + + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint): +
+ +
+ View Source + 
class ParlAIChatBlueprint(OnboardingRequired, Blueprint):
+    """Blueprint for a task that runs a parlai chat"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = ParlAIChatAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = ParlAIChatAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = ParlAIChatTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = ParlAIChatTaskRunner
+    ArgsClass = ParlAIChatBlueprintArgs
+    SharedStateClass = SharedParlAITaskState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_PARLAI_CHAT
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedParlAITaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: List[Dict[str, Any]] = []
+
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data: Dict[str, Any] = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif args.blueprint.get("num_conversations", None) is not None:
+            self._initialization_data_dicts = [{}] * args.blueprint.num_conversations
+        else:
+            raise NotImplementedError(
+                "Parsing parlai tasks directly from dicts or JSON is not supported yet"
+            )
+
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.world_module = world_module
+        assert hasattr(world_module, "make_world")
+        assert hasattr(world_module, "get_world_params")
+        self.agent_count = world_module.get_world_params()[  # type: ignore
+            "agent_count"
+        ]
+
+        self.full_task_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("task_description_file", None) is not None:
+            full_path = os.path.expanduser(args.blueprint.task_description_file)
+            assert os.path.exists(
+                full_path
+            ), f"Target task description path {full_path} doesn't exist"
+            with open(full_path, "r") as description_fp:
+                self.full_task_description = description_fp.read()
+        self.full_preview_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Target preview source path {preview_source_file} doesn't exist"
+            with open(preview_source_file, "r") as description_fp:
+                self.full_preview_description = description_fp.read()
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        # Find world module
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        world_module = shared_state.world_module
+        if world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            assert os.path.exists(
+                world_file_path
+            ), f"Provided world path {world_file_path} doesn't exist"
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        # assert world file is valid
+        assert hasattr(
+            world_module, "make_world"
+        ), "Provided world file has no `make_world` method"
+        assert hasattr(
+            world_module, "get_world_params"
+        ), "Provided world file has no `get_world_params` method"
+
+        # assert some method for determining quantity of conversations
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Target context_csv path {csv_file} doesn't exist"
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Target context_jsonl path {jsonl_file} doesn't exist"
+        elif args.blueprint.get("num_conversations", None) is not None:
+            assert (
+                args.blueprint.num_conversations > 0
+            ), "Must have at least one conversation"
+        else:
+            raise AssertionError(
+                "Must specify one of --context-csv, --context-jsonl or --num-conversations"
+            )
+
+        if args.blueprint.get("custom_source_bundle", None) is not None:
+            custom_source_file_path = os.path.expanduser(
+                args.blueprint.custom_source_bundle
+            )
+            assert os.path.exists(
+                custom_source_file_path
+            ), f"Provided custom bundle doesn't exist at {custom_source_file_path}"
+
+        if args.blueprint.get("custom_source_dir", None) is not None:
+            custom_source_dir_path = os.path.expanduser(
+                args.blueprint.custom_source_dir
+            )
+            assert os.path.exists(
+                custom_source_dir_path
+            ), f"Provided custom source dir doesn't exist at {custom_source_dir_path}"
+
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Provided preview source doesn't exist at {preview_source_file}"
+
+        if args.blueprint.get("extra_source_dir", None) is not None:
+            extra_source_dir = os.path.expanduser(args.blueprint.extra_source_dir)
+            assert os.path.exists(
+                extra_source_dir
+            ), f"Provided extra resource dir doesn't exist at {extra_source_dir}"
+
+    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options within a task_config should be fowarded
+        to the client for use by the task's frontend
+        """
+        # Start with standard task configuration arguments
+        frontend_task_config = super().get_frontend_args()
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        # Add ParlAI standards
+        frontend_task_config.update(
+            {
+                "task_description": self.full_task_description,
+                "preview_html": self.full_preview_description,
+                "frame_height": 650,
+                "chat_title": self.args.task.task_title,
+                "has_preview": self.args.blueprint.get("preview_source", None)
+                is not None,
+                "block_mobile": True,
+                "frontend_task_opts": shared_state.frontend_task_opts,
+            }
+        )
+        # Use overrides provided downstream
+        frontend_task_config.update(self.frontend_task_config)
+        return frontend_task_config
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        return [
+            InitializationData(shared=d, unit_data=[{}] * self.agent_count)
+            for d in self._initialization_data_dicts
+        ]
+
+    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        if hasattr(self.world_module, "validate_onboarding"):
+            return self.world_module.validate_onboarding(  # type: ignore
+                onboarding_agent.state.get_data()
+            )
+        return True
+
+ +
+ +

Blueprint for a task that runs a parlai chat

+
+ + +
+
#   + + + ParlAIChatBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedParlAITaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: List[Dict[str, Any]] = []
+
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data: Dict[str, Any] = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif args.blueprint.get("num_conversations", None) is not None:
+            self._initialization_data_dicts = [{}] * args.blueprint.num_conversations
+        else:
+            raise NotImplementedError(
+                "Parsing parlai tasks directly from dicts or JSON is not supported yet"
+            )
+
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.world_module = world_module
+        assert hasattr(world_module, "make_world")
+        assert hasattr(world_module, "get_world_params")
+        self.agent_count = world_module.get_world_params()[  # type: ignore
+            "agent_count"
+        ]
+
+        self.full_task_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("task_description_file", None) is not None:
+            full_path = os.path.expanduser(args.blueprint.task_description_file)
+            assert os.path.exists(
+                full_path
+            ), f"Target task description path {full_path} doesn't exist"
+            with open(full_path, "r") as description_fp:
+                self.full_task_description = description_fp.read()
+        self.full_preview_description = MISSING_SOMETHING_TEXT
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Target preview source path {preview_source_file} doesn't exist"
+            with open(preview_source_file, "r") as description_fp:
+                self.full_preview_description = description_fp.read()
+
+ +
+ + + +
+
+
#   + + BLUEPRINT_TYPE: str = 'parlai_chat' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        # Find world module
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        world_module = shared_state.world_module
+        if world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            assert os.path.exists(
+                world_file_path
+            ), f"Provided world path {world_file_path} doesn't exist"
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        # assert world file is valid
+        assert hasattr(
+            world_module, "make_world"
+        ), "Provided world file has no `make_world` method"
+        assert hasattr(
+            world_module, "get_world_params"
+        ), "Provided world file has no `get_world_params` method"
+
+        # assert some method for determining quantity of conversations
+        if args.blueprint.get("context_csv", None) is not None:
+            csv_file = os.path.expanduser(args.blueprint.context_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Target context_csv path {csv_file} doesn't exist"
+        elif args.blueprint.get("context_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(args.blueprint.context_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Target context_jsonl path {jsonl_file} doesn't exist"
+        elif args.blueprint.get("num_conversations", None) is not None:
+            assert (
+                args.blueprint.num_conversations > 0
+            ), "Must have at least one conversation"
+        else:
+            raise AssertionError(
+                "Must specify one of --context-csv, --context-jsonl or --num-conversations"
+            )
+
+        if args.blueprint.get("custom_source_bundle", None) is not None:
+            custom_source_file_path = os.path.expanduser(
+                args.blueprint.custom_source_bundle
+            )
+            assert os.path.exists(
+                custom_source_file_path
+            ), f"Provided custom bundle doesn't exist at {custom_source_file_path}"
+
+        if args.blueprint.get("custom_source_dir", None) is not None:
+            custom_source_dir_path = os.path.expanduser(
+                args.blueprint.custom_source_dir
+            )
+            assert os.path.exists(
+                custom_source_dir_path
+            ), f"Provided custom source dir doesn't exist at {custom_source_dir_path}"
+
+        if args.blueprint.get("preview_source", None) is not None:
+            preview_source_file = os.path.expanduser(args.blueprint.preview_source)
+            assert os.path.exists(
+                preview_source_file
+            ), f"Provided preview source doesn't exist at {preview_source_file}"
+
+        if args.blueprint.get("extra_source_dir", None) is not None:
+            extra_source_dir = os.path.expanduser(args.blueprint.extra_source_dir)
+            assert os.path.exists(
+                extra_source_dir
+            ), f"Provided extra resource dir doesn't exist at {extra_source_dir}"
+
+ +
+ +

Ensure that arguments are properly configured to launch this task

+
+ + +
+
+
#   + + + def + get_frontend_args(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_frontend_args(self) -> Dict[str, Any]:
+        """
+        Specifies what options within a task_config should be fowarded
+        to the client for use by the task's frontend
+        """
+        # Start with standard task configuration arguments
+        frontend_task_config = super().get_frontend_args()
+        shared_state = self.shared_state
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState with ParlAIChatBlueprint"
+        # Add ParlAI standards
+        frontend_task_config.update(
+            {
+                "task_description": self.full_task_description,
+                "preview_html": self.full_preview_description,
+                "frame_height": 650,
+                "chat_title": self.args.task.task_title,
+                "has_preview": self.args.blueprint.get("preview_source", None)
+                is not None,
+                "block_mobile": True,
+                "frontend_task_opts": shared_state.frontend_task_opts,
+            }
+        )
+        # Use overrides provided downstream
+        frontend_task_config.update(self.frontend_task_config)
+        return frontend_task_config
+
+ +
+ +

Specifies what options within a task_config should be fowarded +to the client for use by the task's frontend

+
+ + +
+
+
#   + + + def + get_initialization_data( + self +) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]: +
+ +
+ View Source + 
    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        return [
+            InitializationData(shared=d, unit_data=[{}] * self.agent_count)
+            for d in self._initialization_data_dicts
+        ]
+
+ +
+ +

Return the InitializationData retrieved from the specified stream

+
+ + +
+
+
#   + + + def + validate_onboarding( + self, + worker: mephisto.data_model.worker.Worker, + onboarding_agent: mephisto.data_model.agent.OnboardingAgent +) -> bool: +
+ +
+ View Source + 
    def validate_onboarding(
+        self, worker: "Worker", onboarding_agent: "OnboardingAgent"
+    ) -> bool:
+        if hasattr(self.world_module, "validate_onboarding"):
+            return self.world_module.validate_onboarding(  # type: ignore
+                onboarding_agent.state.get_data()
+            )
+        return True
+
+ +
+ +

Check the incoming onboarding data and evaluate if the worker +has passed the qualification or not. Return True if the worker +has qualified.

+ +

By default we use the validate_onboarding provided in a run_task, +and all onboarding tasks should allow run_task to specify additional +or entirely override what's provided in a blueprint.

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.AgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class ParlAIChatAgentState(AgentState):
+    """
+    Holds information about ParlAI-style chat. Data is stored in json files
+    containing every act from the ParlAI world.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.messages: List[Dict[str, Any]] = []
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.init_data = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        return {"task_data": self.init_data, "past_live_updates": self.messages}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.messages = state["outputs"]["messages"]
+            self.init_data = state["inputs"]
+            self.final_submission = state["outputs"].get("final_submission")
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "outputs": {
+                "messages": self.messages,
+                "final_submission": self.final_submission,
+            },
+            "inputs": self.init_data,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return properly parsed data from this task"""
+        init_data = self.init_data
+        save_data = None
+
+        agent_name = None
+        for m in self.messages:
+            if "agent_display_name" in m["task_data"]:
+                agent_name = m["task_data"]["agent_display_name"]
+                break
+
+        messages = self.messages
+        if len(messages) > 0:
+            if "WORLD_DATA" in messages[-1]:
+                save_data = messages[-1]["WORLD_DATA"]
+                messages = messages[:-1]
+
+        return {
+            "agent_name": agent_name,
+            "initial_data": init_data,
+            "messages": messages,
+            "save_data": save_data,
+            "final_submission": self.final_submission,
+        }
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task, the timestamp of the very first message.
+        """
+        return self.messages[0]["timestamp"]
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task, the timestamp of the very final message.
+        """
+        return self.messages[-1]["timestamp"]
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as its arrival time
+        """
+        live_update["timestamp"] = time.time()
+        self.messages.append(live_update)
+        self.save_data()
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about ParlAI-style chat. Data is stored in json files +containing every act from the ParlAI world.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.OnboardingAgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class ParlAIChatAgentState(AgentState):
+    """
+    Holds information about ParlAI-style chat. Data is stored in json files
+    containing every act from the ParlAI world.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an AgentState to track the state of an agent's work on a Unit
+
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.messages: List[Dict[str, Any]] = []
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.init_data = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        return {"task_data": self.init_data, "past_live_updates": self.messages}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.messages = state["outputs"]["messages"]
+            self.init_data = state["inputs"]
+            self.final_submission = state["outputs"].get("final_submission")
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "outputs": {
+                "messages": self.messages,
+                "final_submission": self.final_submission,
+            },
+            "inputs": self.init_data,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return properly parsed data from this task"""
+        init_data = self.init_data
+        save_data = None
+
+        agent_name = None
+        for m in self.messages:
+            if "agent_display_name" in m["task_data"]:
+                agent_name = m["task_data"]["agent_display_name"]
+                break
+
+        messages = self.messages
+        if len(messages) > 0:
+            if "WORLD_DATA" in messages[-1]:
+                save_data = messages[-1]["WORLD_DATA"]
+                messages = messages[:-1]
+
+        return {
+            "agent_name": agent_name,
+            "initial_data": init_data,
+            "messages": messages,
+            "save_data": save_data,
+            "final_submission": self.final_submission,
+        }
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task, the timestamp of the very first message.
+        """
+        return self.messages[0]["timestamp"]
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task, the timestamp of the very final message.
+        """
+        return self.messages[-1]["timestamp"]
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as its arrival time
+        """
+        live_update["timestamp"] = time.time()
+        self.messages.append(live_update)
+        self.save_data()
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about ParlAI-style chat. Data is stored in json files +containing every act from the ParlAI world.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.TaskBuilderClass(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class ParlAIChatTaskBuilder(TaskBuilder):
+    """
+    Builder for a parlai chat task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = BUILT_FILE
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_custom_bundle(self, custom_src_dir):
+        """Locate all of the custom files used for a custom build, create
+        a prebuild directory containing all of them, then build the
+        custom source.
+
+        Check dates to only go through this build process when files have changes
+        """
+        TARGET_BUILD_FILES = {
+            "main.js": "src/main.js",
+            "package.json": "package.json",
+            "style.css": "src/style.css",
+        }
+        TARGET_BUILD_FOLDERS = {"components": "src/components"}
+
+        prebuild_path = os.path.join(custom_src_dir, CUSTOM_BUILD_DIRNAME)
+        build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+        # see if we need to rebuild
+        if os.path.exists(build_path):
+            created_date = os.path.getmtime(build_path)
+            up_to_date = True
+            for fn in TARGET_BUILD_FILES.keys():
+                possible_conflict = os.path.join(custom_src_dir, fn)
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            for fn in TARGET_BUILD_FOLDERS.keys():
+                if not up_to_date:
+                    break
+                possible_conflict_dir = os.path.join(custom_src_dir, fn)
+                for root, dirs, files in os.walk(possible_conflict_dir):
+                    if not up_to_date:
+                        break
+                    for fname in files:
+                        path = os.path.join(root, fname)
+                        if os.path.getmtime(path) > created_date:
+                            up_to_date = False
+                            break
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            if up_to_date:
+                return build_path
+
+        # build anew
+        REQUIRED_SOURCE_FILES = [
+            ".babelrc",
+            ".eslintrc",
+            "package.json",
+            "webpack.config.js",
+        ]
+        REQUIRED_SOURCE_DIRS = ["src"]
+        if not os.path.exists(os.path.join(prebuild_path, "build")):
+            os.makedirs(os.path.join(prebuild_path, "build"), exist_ok=True)
+
+        # Copy default files
+        for src_dir in REQUIRED_SOURCE_DIRS:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_dir)
+            dst_path = os.path.join(prebuild_path, src_dir)
+            if os.path.exists(dst_path):
+                shutil.rmtree(dst_path)
+            shutil.copytree(src_path, dst_path)
+        for src_file in REQUIRED_SOURCE_FILES:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_file)
+            dst_path = os.path.join(prebuild_path, src_file)
+            shutil.copy2(src_path, dst_path)
+
+        # copy custom files
+        for src_file in TARGET_BUILD_FILES.keys():
+            src_path = os.path.join(custom_src_dir, src_file)
+            if os.path.exists(src_path):
+                dst_path = os.path.join(prebuild_path, TARGET_BUILD_FILES[src_file])
+                shutil.copy2(src_path, dst_path)
+        for src_dir in TARGET_BUILD_FOLDERS.keys():
+            src_path = os.path.join(custom_src_dir, src_dir)
+            dst_path = os.path.join(prebuild_path, TARGET_BUILD_FOLDERS[src_dir])
+            if os.path.exists(src_path):
+                if os.path.exists(dst_path):
+                    shutil.rmtree(dst_path)
+                shutil.copytree(src_path, dst_path)
+
+        # navigate and build
+        return_dir = os.getcwd()
+        os.chdir(prebuild_path)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+
+        # cleanup and return
+        os.chdir(return_dir)
+        return build_path
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        custom_source_dir = self.args.blueprint.get("custom_source_dir", None)
+        build_bundle = None
+        if custom_source_dir is not None:
+            custom_source_dir = os.path.expanduser(custom_source_dir)
+            build_bundle = self.build_custom_bundle(custom_source_dir)
+
+        # Copy over the preview file as preview.html, use the default if none specified
+        target_resource_dir = os.path.join(build_dir, "static")
+        preview_file = self.args.blueprint.get("preview_source", None)
+        if preview_file is not None:
+            use_preview_file = os.path.expanduser(preview_file)
+            target_path = os.path.join(target_resource_dir, "preview.html")
+            shutil.copy2(use_preview_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = self.args.blueprint.get("custom_source_bundle", None)
+        if bundle_js_file is None:
+            if build_bundle is not None:
+                bundle_js_file = build_bundle
+            else:
+                bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Copy over the static files for this task:
+        for fin_file in ["index.html", "notif.mp3"]:
+            copied_static_file = os.path.join(
+                FRONTEND_SOURCE_DIR, "src", "static", fin_file
+            )
+            target_path = os.path.join(target_resource_dir, fin_file)
+            shutil.copy2(copied_static_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a parlai chat task, pulls the appropriate html, +builds the frontend (if a build doesn't already exist), +then puts the file into the server directory

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.TaskRunnerClass(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class ParlAIChatTaskRunner(TaskRunner):
+    """
+    Task runner for a parlai chat task
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.parlai_world_module = world_module
+        world_params = world_module.get_world_params()  # type: ignore
+        self.is_concurrent = world_params["agent_count"] > 1
+        self.id_to_worlds: Dict[str, Any] = {}
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def get_world_id(self, world_type: str, extra_id: str) -> str:
+        """Get a world id specific to the given world type"""
+        return f"{world_type}-{extra_id}"
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        ParlAI Onboarding will initialize an onboarding
+        world, then run it to completion if possible
+        """
+        shared_state = self.shared_state
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        opt: Dict[str, Any] = shared_state.onboarding_world_opt
+        parlai_agent = MephistoAgentWrapper(agent)
+        try:
+            world = self.parlai_world_module.make_onboarding_world(  # type: ignore
+                opt,
+                parlai_agent,
+                initialization_data=shared_state.onboarding_data,
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_onboarding_world(opt, parlai_agent)  # type: ignore
+
+        world_id = self.get_world_id("onboard", agent.get_agent_id())
+        self.id_to_worlds[world_id] = world
+        while (
+            not world.episode_done()
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            world.parley()
+
+        # Ensure agent can submit after onboarding
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        world.shutdown()
+        agent.state.update_data(
+            {
+                "id": "SUBMIT_WORLD_DATA",
+                "WORLD_DATA": world.prep_save_data([parlai_agent]),
+                "text": "",
+            }
+        )
+
+        # Mark the agent as done, then wait for the incoming submit action
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown the world"""
+        onboarding_id = agent.get_agent_id()
+        world_id = self.get_world_id("onboard", onboarding_id)
+        # Only shut down world if it was actually started
+        if world_id in self.id_to_worlds:
+            self.id_to_worlds[world_id].shutdown()
+            del self.id_to_worlds[world_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]) -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        for agent in agents:
+            assert agent is not None, "task was not fully assigned"
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=assignment.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and assignment.db_id in self.running_assignments:
+            world.parley()
+
+        # Ensure agents can submit after completion
+        for idx in range(len(parlai_agents)):
+            agents[idx].observe({"task_data": {"task_done": True}})
+
+        # TODO(WISH) it would be nice to have individual agents be able to submit their
+        # final things without needing to wait for their partner, such
+        # as if one needs to rate and the other doesn't
+
+        world.shutdown()
+        for idx in range(len(parlai_agents)):
+            agents[idx].state.update_data(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data([parlai_agents[idx]]),
+                    "text": "",
+                }
+            )
+
+    def cleanup_assignment(self, assignment: "Assignment") -> None:
+        """Handle cleanup for a specific assignment"""
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        agents = [agent]
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=unit.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and unit.db_id in self.running_units:
+            world.parley()
+
+        # Ensure agent can submit after completion
+        agent.observe({"task_data": {"task_done": True}})
+
+        world.shutdown()
+        if hasattr(world, "prep_save_data"):
+            agent.observe(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data(parlai_agents),
+                    "text": "",
+                }
+            )
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+ +
+ +

Task runner for a parlai chat task

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+ +
+
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.ArgsClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class ParlAIChatBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_PARLAI_CHAT
+    _group: str = field(
+        default="ParlAIChatBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from ParlAI blueprints require the number of
+                conversations (either an int or task data for each convo), as
+                well as a world to initialize for connecting workers.
+            """
+        },
+    )
+    world_file: str = field(
+        default=MISSING,
+        metadata={"help": "Path to file containing ParlAI world", "required": True},
+    )
+    preview_source: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    task_description_file: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Path to file for the extended description of the task. "
+                "Required if not providing a custom source bundle."
+            )
+        },
+    )
+    custom_source_bundle: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a fully custom frontend bundle"},
+    )
+    custom_source_dir: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to a directory containing custom js code"},
+    )
+    extra_source_dir: str = field(
+        default=MISSING,
+        metadata={
+            "help": (
+                "Optional path to sources that the frontend may "
+                "refer to (such as images/video/css/scripts)"
+            )
+        },
+    )
+    context_csv: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to csv containing task context"},
+    )
+    context_jsonl: str = field(
+        default=MISSING,
+        metadata={"help": "Optional path to jsonl file containing task context"},
+    )
+    num_conversations: int = field(
+        default=MISSING,
+        metadata={
+            "help": "Optional count of conversations to have if no context provided"
+        },
+    )
+
+ +
+ +

ParlAIChatBlueprintArgs(_blueprint_type: str = 'parlai_chat', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'ParlAIChatBlueprint', world_file: str = '???', preview_source: str = '???', task_description_file: str = '???', custom_source_bundle: str = '???', custom_source_dir: str = '???', extra_source_dir: str = '???', context_csv: str = '???', context_jsonl: str = '???', num_conversations: int = '???')

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + ParlAIChatBlueprint.SharedStateClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedParlAITaskState(OnboardingSharedState, SharedTaskState):
+    frontend_task_opts: Dict[str, Any] = field(default_factory=dict)
+    world_opt: Dict[str, Any] = field(default_factory=dict)
+    onboarding_world_opt: Dict[str, Any] = field(default_factory=dict)
+    world_module: Optional[Any] = None
+
+ +
+ +

SharedParlAITaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , frontend_task_opts: Dict[str, Any] = , world_opt: Dict[str, Any] = , onboarding_world_opt: Dict[str, Any] = , world_module: Union[Any, NoneType] = None)

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_builder.html new file mode 100644 index 000000000..15d735b27 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_builder.html @@ -0,0 +1,938 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskBuilder
+
+from distutils.dir_util import copy_tree
+import os
+import time
+import sh  # type: ignore
+import shutil
+import subprocess
+
+from typing import ClassVar, List, Type, Any, Dict, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import Assignment
+
+PARLAI_TASK_DIR = os.path.dirname(__file__)
+FRONTEND_SOURCE_DIR = os.path.join(PARLAI_TASK_DIR, "webapp")
+FRONTEND_BUILD_DIR = os.path.join(FRONTEND_SOURCE_DIR, "build")
+
+BUILT_FILE = "done.built"
+CUSTOM_BUILD_DIRNAME = "_generated"
+
+
+class ParlAIChatTaskBuilder(TaskBuilder):
+    """
+    Builder for a parlai chat task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = BUILT_FILE
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_custom_bundle(self, custom_src_dir):
+        """Locate all of the custom files used for a custom build, create
+        a prebuild directory containing all of them, then build the
+        custom source.
+
+        Check dates to only go through this build process when files have changes
+        """
+        TARGET_BUILD_FILES = {
+            "main.js": "src/main.js",
+            "package.json": "package.json",
+            "style.css": "src/style.css",
+        }
+        TARGET_BUILD_FOLDERS = {"components": "src/components"}
+
+        prebuild_path = os.path.join(custom_src_dir, CUSTOM_BUILD_DIRNAME)
+        build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+        # see if we need to rebuild
+        if os.path.exists(build_path):
+            created_date = os.path.getmtime(build_path)
+            up_to_date = True
+            for fn in TARGET_BUILD_FILES.keys():
+                possible_conflict = os.path.join(custom_src_dir, fn)
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            for fn in TARGET_BUILD_FOLDERS.keys():
+                if not up_to_date:
+                    break
+                possible_conflict_dir = os.path.join(custom_src_dir, fn)
+                for root, dirs, files in os.walk(possible_conflict_dir):
+                    if not up_to_date:
+                        break
+                    for fname in files:
+                        path = os.path.join(root, fname)
+                        if os.path.getmtime(path) > created_date:
+                            up_to_date = False
+                            break
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            if up_to_date:
+                return build_path
+
+        # build anew
+        REQUIRED_SOURCE_FILES = [
+            ".babelrc",
+            ".eslintrc",
+            "package.json",
+            "webpack.config.js",
+        ]
+        REQUIRED_SOURCE_DIRS = ["src"]
+        if not os.path.exists(os.path.join(prebuild_path, "build")):
+            os.makedirs(os.path.join(prebuild_path, "build"), exist_ok=True)
+
+        # Copy default files
+        for src_dir in REQUIRED_SOURCE_DIRS:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_dir)
+            dst_path = os.path.join(prebuild_path, src_dir)
+            if os.path.exists(dst_path):
+                shutil.rmtree(dst_path)
+            shutil.copytree(src_path, dst_path)
+        for src_file in REQUIRED_SOURCE_FILES:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_file)
+            dst_path = os.path.join(prebuild_path, src_file)
+            shutil.copy2(src_path, dst_path)
+
+        # copy custom files
+        for src_file in TARGET_BUILD_FILES.keys():
+            src_path = os.path.join(custom_src_dir, src_file)
+            if os.path.exists(src_path):
+                dst_path = os.path.join(prebuild_path, TARGET_BUILD_FILES[src_file])
+                shutil.copy2(src_path, dst_path)
+        for src_dir in TARGET_BUILD_FOLDERS.keys():
+            src_path = os.path.join(custom_src_dir, src_dir)
+            dst_path = os.path.join(prebuild_path, TARGET_BUILD_FOLDERS[src_dir])
+            if os.path.exists(src_path):
+                if os.path.exists(dst_path):
+                    shutil.rmtree(dst_path)
+                shutil.copytree(src_path, dst_path)
+
+        # navigate and build
+        return_dir = os.getcwd()
+        os.chdir(prebuild_path)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+
+        # cleanup and return
+        os.chdir(return_dir)
+        return build_path
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        custom_source_dir = self.args.blueprint.get("custom_source_dir", None)
+        build_bundle = None
+        if custom_source_dir is not None:
+            custom_source_dir = os.path.expanduser(custom_source_dir)
+            build_bundle = self.build_custom_bundle(custom_source_dir)
+
+        # Copy over the preview file as preview.html, use the default if none specified
+        target_resource_dir = os.path.join(build_dir, "static")
+        preview_file = self.args.blueprint.get("preview_source", None)
+        if preview_file is not None:
+            use_preview_file = os.path.expanduser(preview_file)
+            target_path = os.path.join(target_resource_dir, "preview.html")
+            shutil.copy2(use_preview_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = self.args.blueprint.get("custom_source_bundle", None)
+        if bundle_js_file is None:
+            if build_bundle is not None:
+                bundle_js_file = build_bundle
+            else:
+                bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Copy over the static files for this task:
+        for fin_file in ["index.html", "notif.mp3"]:
+            copied_static_file = os.path.join(
+                FRONTEND_SOURCE_DIR, "src", "static", fin_file
+            )
+            target_path = os.path.join(target_resource_dir, fin_file)
+            shutil.copy2(copied_static_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +
+
+
+ #   + + + class + ParlAIChatTaskBuilder(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class ParlAIChatTaskBuilder(TaskBuilder):
+    """
+    Builder for a parlai chat task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = BUILT_FILE
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_custom_bundle(self, custom_src_dir):
+        """Locate all of the custom files used for a custom build, create
+        a prebuild directory containing all of them, then build the
+        custom source.
+
+        Check dates to only go through this build process when files have changes
+        """
+        TARGET_BUILD_FILES = {
+            "main.js": "src/main.js",
+            "package.json": "package.json",
+            "style.css": "src/style.css",
+        }
+        TARGET_BUILD_FOLDERS = {"components": "src/components"}
+
+        prebuild_path = os.path.join(custom_src_dir, CUSTOM_BUILD_DIRNAME)
+        build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+        # see if we need to rebuild
+        if os.path.exists(build_path):
+            created_date = os.path.getmtime(build_path)
+            up_to_date = True
+            for fn in TARGET_BUILD_FILES.keys():
+                possible_conflict = os.path.join(custom_src_dir, fn)
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            for fn in TARGET_BUILD_FOLDERS.keys():
+                if not up_to_date:
+                    break
+                possible_conflict_dir = os.path.join(custom_src_dir, fn)
+                for root, dirs, files in os.walk(possible_conflict_dir):
+                    if not up_to_date:
+                        break
+                    for fname in files:
+                        path = os.path.join(root, fname)
+                        if os.path.getmtime(path) > created_date:
+                            up_to_date = False
+                            break
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            if up_to_date:
+                return build_path
+
+        # build anew
+        REQUIRED_SOURCE_FILES = [
+            ".babelrc",
+            ".eslintrc",
+            "package.json",
+            "webpack.config.js",
+        ]
+        REQUIRED_SOURCE_DIRS = ["src"]
+        if not os.path.exists(os.path.join(prebuild_path, "build")):
+            os.makedirs(os.path.join(prebuild_path, "build"), exist_ok=True)
+
+        # Copy default files
+        for src_dir in REQUIRED_SOURCE_DIRS:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_dir)
+            dst_path = os.path.join(prebuild_path, src_dir)
+            if os.path.exists(dst_path):
+                shutil.rmtree(dst_path)
+            shutil.copytree(src_path, dst_path)
+        for src_file in REQUIRED_SOURCE_FILES:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_file)
+            dst_path = os.path.join(prebuild_path, src_file)
+            shutil.copy2(src_path, dst_path)
+
+        # copy custom files
+        for src_file in TARGET_BUILD_FILES.keys():
+            src_path = os.path.join(custom_src_dir, src_file)
+            if os.path.exists(src_path):
+                dst_path = os.path.join(prebuild_path, TARGET_BUILD_FILES[src_file])
+                shutil.copy2(src_path, dst_path)
+        for src_dir in TARGET_BUILD_FOLDERS.keys():
+            src_path = os.path.join(custom_src_dir, src_dir)
+            dst_path = os.path.join(prebuild_path, TARGET_BUILD_FOLDERS[src_dir])
+            if os.path.exists(src_path):
+                if os.path.exists(dst_path):
+                    shutil.rmtree(dst_path)
+                shutil.copytree(src_path, dst_path)
+
+        # navigate and build
+        return_dir = os.getcwd()
+        os.chdir(prebuild_path)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+
+        # cleanup and return
+        os.chdir(return_dir)
+        return build_path
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        custom_source_dir = self.args.blueprint.get("custom_source_dir", None)
+        build_bundle = None
+        if custom_source_dir is not None:
+            custom_source_dir = os.path.expanduser(custom_source_dir)
+            build_bundle = self.build_custom_bundle(custom_source_dir)
+
+        # Copy over the preview file as preview.html, use the default if none specified
+        target_resource_dir = os.path.join(build_dir, "static")
+        preview_file = self.args.blueprint.get("preview_source", None)
+        if preview_file is not None:
+            use_preview_file = os.path.expanduser(preview_file)
+            target_path = os.path.join(target_resource_dir, "preview.html")
+            shutil.copy2(use_preview_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = self.args.blueprint.get("custom_source_bundle", None)
+        if bundle_js_file is None:
+            if build_bundle is not None:
+                bundle_js_file = build_bundle
+            else:
+                bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Copy over the static files for this task:
+        for fin_file in ["index.html", "notif.mp3"]:
+            copied_static_file = os.path.join(
+                FRONTEND_SOURCE_DIR, "src", "static", fin_file
+            )
+            target_path = os.path.join(target_resource_dir, fin_file)
+            shutil.copy2(copied_static_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a parlai chat task, pulls the appropriate html, +builds the frontend (if a build doesn't already exist), +then puts the file into the server directory

+
+ + +
+
#   + + BUILT_FILE = 'done.built' +
+ + + + +
+
+
#   + + BUILT_MESSAGE = 'built!' +
+ + + + +
+
+
#   + + + def + rebuild_core(self): +
+ +
+ View Source + 
    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+ +
+ +

Rebuild the frontend for this task

+
+ + +
+
+
#   + + + def + build_custom_bundle(self, custom_src_dir): +
+ +
+ View Source + 
    def build_custom_bundle(self, custom_src_dir):
+        """Locate all of the custom files used for a custom build, create
+        a prebuild directory containing all of them, then build the
+        custom source.
+
+        Check dates to only go through this build process when files have changes
+        """
+        TARGET_BUILD_FILES = {
+            "main.js": "src/main.js",
+            "package.json": "package.json",
+            "style.css": "src/style.css",
+        }
+        TARGET_BUILD_FOLDERS = {"components": "src/components"}
+
+        prebuild_path = os.path.join(custom_src_dir, CUSTOM_BUILD_DIRNAME)
+        build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+        # see if we need to rebuild
+        if os.path.exists(build_path):
+            created_date = os.path.getmtime(build_path)
+            up_to_date = True
+            for fn in TARGET_BUILD_FILES.keys():
+                possible_conflict = os.path.join(custom_src_dir, fn)
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            for fn in TARGET_BUILD_FOLDERS.keys():
+                if not up_to_date:
+                    break
+                possible_conflict_dir = os.path.join(custom_src_dir, fn)
+                for root, dirs, files in os.walk(possible_conflict_dir):
+                    if not up_to_date:
+                        break
+                    for fname in files:
+                        path = os.path.join(root, fname)
+                        if os.path.getmtime(path) > created_date:
+                            up_to_date = False
+                            break
+                if os.path.exists(possible_conflict):
+                    if os.path.getmtime(possible_conflict) > created_date:
+                        up_to_date = False
+                        break
+            if up_to_date:
+                return build_path
+
+        # build anew
+        REQUIRED_SOURCE_FILES = [
+            ".babelrc",
+            ".eslintrc",
+            "package.json",
+            "webpack.config.js",
+        ]
+        REQUIRED_SOURCE_DIRS = ["src"]
+        if not os.path.exists(os.path.join(prebuild_path, "build")):
+            os.makedirs(os.path.join(prebuild_path, "build"), exist_ok=True)
+
+        # Copy default files
+        for src_dir in REQUIRED_SOURCE_DIRS:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_dir)
+            dst_path = os.path.join(prebuild_path, src_dir)
+            if os.path.exists(dst_path):
+                shutil.rmtree(dst_path)
+            shutil.copytree(src_path, dst_path)
+        for src_file in REQUIRED_SOURCE_FILES:
+            src_path = os.path.join(FRONTEND_SOURCE_DIR, src_file)
+            dst_path = os.path.join(prebuild_path, src_file)
+            shutil.copy2(src_path, dst_path)
+
+        # copy custom files
+        for src_file in TARGET_BUILD_FILES.keys():
+            src_path = os.path.join(custom_src_dir, src_file)
+            if os.path.exists(src_path):
+                dst_path = os.path.join(prebuild_path, TARGET_BUILD_FILES[src_file])
+                shutil.copy2(src_path, dst_path)
+        for src_dir in TARGET_BUILD_FOLDERS.keys():
+            src_path = os.path.join(custom_src_dir, src_dir)
+            dst_path = os.path.join(prebuild_path, TARGET_BUILD_FOLDERS[src_dir])
+            if os.path.exists(src_path):
+                if os.path.exists(dst_path):
+                    shutil.rmtree(dst_path)
+                shutil.copytree(src_path, dst_path)
+
+        # navigate and build
+        return_dir = os.getcwd()
+        os.chdir(prebuild_path)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+
+        # cleanup and return
+        os.chdir(return_dir)
+        return build_path
+
+ +
+ +

Locate all of the custom files used for a custom build, create +a prebuild directory containing all of them, then build the +custom source.

+ +

Check dates to only go through this build process when files have changes

+
+ + +
+
+
#   + + + def + build_in_dir(self, build_dir: str): +
+ +
+ View Source + 
    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        custom_source_dir = self.args.blueprint.get("custom_source_dir", None)
+        build_bundle = None
+        if custom_source_dir is not None:
+            custom_source_dir = os.path.expanduser(custom_source_dir)
+            build_bundle = self.build_custom_bundle(custom_source_dir)
+
+        # Copy over the preview file as preview.html, use the default if none specified
+        target_resource_dir = os.path.join(build_dir, "static")
+        preview_file = self.args.blueprint.get("preview_source", None)
+        if preview_file is not None:
+            use_preview_file = os.path.expanduser(preview_file)
+            target_path = os.path.join(target_resource_dir, "preview.html")
+            shutil.copy2(use_preview_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = self.args.blueprint.get("custom_source_bundle", None)
+        if bundle_js_file is None:
+            if build_bundle is not None:
+                bundle_js_file = build_bundle
+            else:
+                bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Copy over the static files for this task:
+        for fin_file in ["index.html", "notif.mp3"]:
+            copied_static_file = os.path.join(
+                FRONTEND_SOURCE_DIR, "src", "static", fin_file
+            )
+            target_path = os.path.join(target_resource_dir, fin_file)
+            shutil.copy2(copied_static_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Build the frontend if it doesn't exist, then copy into the server directory

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_runner.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_runner.html new file mode 100644 index 000000000..4af2ce957 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_chat_task_runner.html @@ -0,0 +1,1389 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskRunner, SharedTaskState
+from mephisto.data_model.agent import Agent, OnboardingAgent
+import time
+
+try:
+    from parlai.core.agents import Agent as ParlAIAgent  # type: ignore
+    from parlai.core.message import Message  # type: ignore
+except ImportError:
+    from mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed import ParlAIAgent, Message  # type: ignore
+
+    pass  # ParlAI is not installed. TODO remove when we move this blueprint to ParlAI
+
+from importlib import import_module
+
+import os
+import sh  # type: ignore
+import shlex
+import shutil
+import subprocess
+import sys
+from mephisto.abstractions.blueprint import AgentState
+from uuid import uuid4
+
+from typing import ClassVar, List, Type, Any, Dict, Union, cast, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+        SharedParlAITaskState,
+    )
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.unit import Unit
+    from omegaconf import DictConfig
+
+
+class MephistoAgentWrapper(ParlAIAgent):
+    """
+    Class that wraps a mephisto agent to be used as an
+    agent in ParlAI worlds
+    """
+
+    def __init__(self, agent: Union[Agent, OnboardingAgent]):
+        self.mephisto_agent = agent
+        self.__agent_id = "unnamed agent"
+        self.__mephisto_agent_id = agent.get_agent_id()
+        self.__act_requested = False
+
+    @property
+    def id(self):
+        """Alias for agent_id"""
+        return self.__agent_id
+
+    @property
+    def agent_id(self):
+        """
+        Agent IDs in ParlAI are used to identify the speaker,
+        and often are a label like "teacher"
+        """
+        return self.__agent_id
+
+    @agent_id.setter
+    def agent_id(self, new_agent_id: str):
+        """
+        We want to be able to display these labels to the
+        frontend users, so when these are updated by a
+        world we forward that to the frontend
+        """
+        self.mephisto_agent.observe(
+            {"task_data": {"agent_display_name": new_agent_id}},
+        )
+        self.__agent_id = new_agent_id
+
+    def act(self, timeout=None):
+        """
+        ParlAI Agents send an act dict, we must convert this
+        """
+        gotten_act = self.mephisto_agent.get_live_update()
+        if gotten_act is None:
+            # No act received, see that one is requested:
+            if not self.__act_requested:
+                self.mephisto_agent.observe(
+                    {"task_data": {"live_update_requested": True}}
+                )
+                self.__act_requested = True
+            if timeout is not None:
+                gotten_act = self.mephisto_agent.get_live_update(timeout=timeout)
+        if gotten_act is None:
+            return None
+        self.__act_requested = False
+        gotten_act["id"] = self.__agent_id
+        return Message(gotten_act)
+
+    def observe(self, act):
+        """We can simply add a message id if not already provided to these"""
+        if act.get("update_id") is None:
+            act["update_id"] = str(uuid4())
+        self.mephisto_agent.observe(dict(act))
+
+
+class ParlAIChatTaskRunner(TaskRunner):
+    """
+    Task runner for a parlai chat task
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.parlai_world_module = world_module
+        world_params = world_module.get_world_params()  # type: ignore
+        self.is_concurrent = world_params["agent_count"] > 1
+        self.id_to_worlds: Dict[str, Any] = {}
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def get_world_id(self, world_type: str, extra_id: str) -> str:
+        """Get a world id specific to the given world type"""
+        return f"{world_type}-{extra_id}"
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        ParlAI Onboarding will initialize an onboarding
+        world, then run it to completion if possible
+        """
+        shared_state = self.shared_state
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        opt: Dict[str, Any] = shared_state.onboarding_world_opt
+        parlai_agent = MephistoAgentWrapper(agent)
+        try:
+            world = self.parlai_world_module.make_onboarding_world(  # type: ignore
+                opt,
+                parlai_agent,
+                initialization_data=shared_state.onboarding_data,
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_onboarding_world(opt, parlai_agent)  # type: ignore
+
+        world_id = self.get_world_id("onboard", agent.get_agent_id())
+        self.id_to_worlds[world_id] = world
+        while (
+            not world.episode_done()
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            world.parley()
+
+        # Ensure agent can submit after onboarding
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        world.shutdown()
+        agent.state.update_data(
+            {
+                "id": "SUBMIT_WORLD_DATA",
+                "WORLD_DATA": world.prep_save_data([parlai_agent]),
+                "text": "",
+            }
+        )
+
+        # Mark the agent as done, then wait for the incoming submit action
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown the world"""
+        onboarding_id = agent.get_agent_id()
+        world_id = self.get_world_id("onboard", onboarding_id)
+        # Only shut down world if it was actually started
+        if world_id in self.id_to_worlds:
+            self.id_to_worlds[world_id].shutdown()
+            del self.id_to_worlds[world_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]) -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        for agent in agents:
+            assert agent is not None, "task was not fully assigned"
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=assignment.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and assignment.db_id in self.running_assignments:
+            world.parley()
+
+        # Ensure agents can submit after completion
+        for idx in range(len(parlai_agents)):
+            agents[idx].observe({"task_data": {"task_done": True}})
+
+        # TODO(WISH) it would be nice to have individual agents be able to submit their
+        # final things without needing to wait for their partner, such
+        # as if one needs to rate and the other doesn't
+
+        world.shutdown()
+        for idx in range(len(parlai_agents)):
+            agents[idx].state.update_data(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data([parlai_agents[idx]]),
+                    "text": "",
+                }
+            )
+
+    def cleanup_assignment(self, assignment: "Assignment") -> None:
+        """Handle cleanup for a specific assignment"""
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        agents = [agent]
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=unit.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and unit.db_id in self.running_units:
+            world.parley()
+
+        # Ensure agent can submit after completion
+        agent.observe({"task_data": {"task_done": True}})
+
+        world.shutdown()
+        if hasattr(world, "prep_save_data"):
+            agent.observe(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data(parlai_agents),
+                    "text": "",
+                }
+            )
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+ +
+ +
+
+
+ #   + + + class + MephistoAgentWrapper(parlai.core.agents.Agent): +
+ +
+ View Source + 
class MephistoAgentWrapper(ParlAIAgent):
+    """
+    Class that wraps a mephisto agent to be used as an
+    agent in ParlAI worlds
+    """
+
+    def __init__(self, agent: Union[Agent, OnboardingAgent]):
+        self.mephisto_agent = agent
+        self.__agent_id = "unnamed agent"
+        self.__mephisto_agent_id = agent.get_agent_id()
+        self.__act_requested = False
+
+    @property
+    def id(self):
+        """Alias for agent_id"""
+        return self.__agent_id
+
+    @property
+    def agent_id(self):
+        """
+        Agent IDs in ParlAI are used to identify the speaker,
+        and often are a label like "teacher"
+        """
+        return self.__agent_id
+
+    @agent_id.setter
+    def agent_id(self, new_agent_id: str):
+        """
+        We want to be able to display these labels to the
+        frontend users, so when these are updated by a
+        world we forward that to the frontend
+        """
+        self.mephisto_agent.observe(
+            {"task_data": {"agent_display_name": new_agent_id}},
+        )
+        self.__agent_id = new_agent_id
+
+    def act(self, timeout=None):
+        """
+        ParlAI Agents send an act dict, we must convert this
+        """
+        gotten_act = self.mephisto_agent.get_live_update()
+        if gotten_act is None:
+            # No act received, see that one is requested:
+            if not self.__act_requested:
+                self.mephisto_agent.observe(
+                    {"task_data": {"live_update_requested": True}}
+                )
+                self.__act_requested = True
+            if timeout is not None:
+                gotten_act = self.mephisto_agent.get_live_update(timeout=timeout)
+        if gotten_act is None:
+            return None
+        self.__act_requested = False
+        gotten_act["id"] = self.__agent_id
+        return Message(gotten_act)
+
+    def observe(self, act):
+        """We can simply add a message id if not already provided to these"""
+        if act.get("update_id") is None:
+            act["update_id"] = str(uuid4())
+        self.mephisto_agent.observe(dict(act))
+
+ +
+ +

Class that wraps a mephisto agent to be used as an +agent in ParlAI worlds

+
+ + +
+
#   + + + MephistoAgentWrapper( + agent: Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent] +) +
+ +
+ View Source + 
    def __init__(self, agent: Union[Agent, OnboardingAgent]):
+        self.mephisto_agent = agent
+        self.__agent_id = "unnamed agent"
+        self.__mephisto_agent_id = agent.get_agent_id()
+        self.__act_requested = False
+
+ +
+ + + +
+
+
#   + + id +
+ + +

Alias for agent_id

+
+ + +
+
+
#   + + agent_id +
+ + +

Agent IDs in ParlAI are used to identify the speaker, +and often are a label like "teacher"

+
+ + +
+
+
#   + + + def + act(self, timeout=None): +
+ +
+ View Source + 
    def act(self, timeout=None):
+        """
+        ParlAI Agents send an act dict, we must convert this
+        """
+        gotten_act = self.mephisto_agent.get_live_update()
+        if gotten_act is None:
+            # No act received, see that one is requested:
+            if not self.__act_requested:
+                self.mephisto_agent.observe(
+                    {"task_data": {"live_update_requested": True}}
+                )
+                self.__act_requested = True
+            if timeout is not None:
+                gotten_act = self.mephisto_agent.get_live_update(timeout=timeout)
+        if gotten_act is None:
+            return None
+        self.__act_requested = False
+        gotten_act["id"] = self.__agent_id
+        return Message(gotten_act)
+
+ +
+ +

ParlAI Agents send an act dict, we must convert this

+
+ + +
+
+
#   + + + def + observe(self, act): +
+ +
+ View Source + 
    def observe(self, act):
+        """We can simply add a message id if not already provided to these"""
+        if act.get("update_id") is None:
+            act["update_id"] = str(uuid4())
+        self.mephisto_agent.observe(dict(act))
+
+ +
+ +

We can simply add a message id if not already provided to these

+
+ + +
+
+
Inherited Members
+
+
parlai.core.agents.Agent
+
getID
+
epoch_done
+
reset
+
reset_metrics
+
save
+
clone
+
share
+
shutdown
+
respond
+
batch_respond
+
upgrade_opt
+ +
+
+
+
+
+
+ #   + + + class + ParlAIChatTaskRunner(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class ParlAIChatTaskRunner(TaskRunner):
+    """
+    Task runner for a parlai chat task
+    """
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        super().__init__(task_run, args, shared_state)
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        if shared_state.world_module is None:
+            world_file_path = os.path.expanduser(args.blueprint.world_file)
+            world_module_dir = os.path.dirname(world_file_path)
+            sys.path.append(world_module_dir)
+            world_module_name = os.path.basename(world_file_path)[:-3]
+            world_module = import_module(world_module_name)
+        else:
+            world_module = shared_state.world_module
+        self.parlai_world_module = world_module
+        world_params = world_module.get_world_params()  # type: ignore
+        self.is_concurrent = world_params["agent_count"] > 1
+        self.id_to_worlds: Dict[str, Any] = {}
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def get_world_id(self, world_type: str, extra_id: str) -> str:
+        """Get a world id specific to the given world type"""
+        return f"{world_type}-{extra_id}"
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        ParlAI Onboarding will initialize an onboarding
+        world, then run it to completion if possible
+        """
+        shared_state = self.shared_state
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        opt: Dict[str, Any] = shared_state.onboarding_world_opt
+        parlai_agent = MephistoAgentWrapper(agent)
+        try:
+            world = self.parlai_world_module.make_onboarding_world(  # type: ignore
+                opt,
+                parlai_agent,
+                initialization_data=shared_state.onboarding_data,
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_onboarding_world(opt, parlai_agent)  # type: ignore
+
+        world_id = self.get_world_id("onboard", agent.get_agent_id())
+        self.id_to_worlds[world_id] = world
+        while (
+            not world.episode_done()
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            world.parley()
+
+        # Ensure agent can submit after onboarding
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        world.shutdown()
+        agent.state.update_data(
+            {
+                "id": "SUBMIT_WORLD_DATA",
+                "WORLD_DATA": world.prep_save_data([parlai_agent]),
+                "text": "",
+            }
+        )
+
+        # Mark the agent as done, then wait for the incoming submit action
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown the world"""
+        onboarding_id = agent.get_agent_id()
+        world_id = self.get_world_id("onboard", onboarding_id)
+        # Only shut down world if it was actually started
+        if world_id in self.id_to_worlds:
+            self.id_to_worlds[world_id].shutdown()
+            del self.id_to_worlds[world_id]
+
+    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]) -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        for agent in agents:
+            assert agent is not None, "task was not fully assigned"
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=assignment.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and assignment.db_id in self.running_assignments:
+            world.parley()
+
+        # Ensure agents can submit after completion
+        for idx in range(len(parlai_agents)):
+            agents[idx].observe({"task_data": {"task_done": True}})
+
+        # TODO(WISH) it would be nice to have individual agents be able to submit their
+        # final things without needing to wait for their partner, such
+        # as if one needs to rate and the other doesn't
+
+        world.shutdown()
+        for idx in range(len(parlai_agents)):
+            agents[idx].state.update_data(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data([parlai_agents[idx]]),
+                    "text": "",
+                }
+            )
+
+    def cleanup_assignment(self, assignment: "Assignment") -> None:
+        """Handle cleanup for a specific assignment"""
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        agents = [agent]
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=unit.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and unit.db_id in self.running_units:
+            world.parley()
+
+        # Ensure agent can submit after completion
+        agent.observe({"task_data": {"task_done": True}})
+
+        world.shutdown()
+        if hasattr(world, "prep_save_data"):
+            agent.observe(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data(parlai_agents),
+                    "text": "",
+                }
+            )
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+ +
+ +

Task runner for a parlai chat task

+
+ + +
+
#   + + + ParlAIChatTaskRunner( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __new__(
+        cls, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> "TaskRunner":
+        """Get the correct TaskRunner for this task run"""
+        if cls == TaskRunner:
+            from mephisto.operations.registry import get_blueprint_from_type
+
+            # We are trying to construct an AgentState, find what type to use and
+            # create that instead
+            correct_class = get_blueprint_from_type(task_run.task_type).TaskRunnerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

Get the correct TaskRunner for this task run

+
+ + +
+
+
#   + + + def + get_init_data_for_agent(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+ +
+ +

Return the data for an agent already assigned to a particular unit

+
+ + +
+
+
#   + + + def + get_world_id(self, world_type: str, extra_id: str) -> str: +
+ +
+ View Source + 
    def get_world_id(self, world_type: str, extra_id: str) -> str:
+        """Get a world id specific to the given world type"""
+        return f"{world_type}-{extra_id}"
+
+ +
+ +

Get a world id specific to the given world type

+
+ + +
+
+
#   + + + def + run_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None: +
+ +
+ View Source + 
    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        ParlAI Onboarding will initialize an onboarding
+        world, then run it to completion if possible
+        """
+        shared_state = self.shared_state
+        from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import (
+            SharedParlAITaskState,
+        )
+
+        assert isinstance(
+            shared_state, SharedParlAITaskState
+        ), "Must use SharedParlAITaskState for parlai blueprints"
+        opt: Dict[str, Any] = shared_state.onboarding_world_opt
+        parlai_agent = MephistoAgentWrapper(agent)
+        try:
+            world = self.parlai_world_module.make_onboarding_world(  # type: ignore
+                opt,
+                parlai_agent,
+                initialization_data=shared_state.onboarding_data,
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_onboarding_world(opt, parlai_agent)  # type: ignore
+
+        world_id = self.get_world_id("onboard", agent.get_agent_id())
+        self.id_to_worlds[world_id] = world
+        while (
+            not world.episode_done()
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            world.parley()
+
+        # Ensure agent can submit after onboarding
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        world.shutdown()
+        agent.state.update_data(
+            {
+                "id": "SUBMIT_WORLD_DATA",
+                "WORLD_DATA": world.prep_save_data([parlai_agent]),
+                "text": "",
+            }
+        )
+
+        # Mark the agent as done, then wait for the incoming submit action
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+ +
+ +

ParlAI Onboarding will initialize an onboarding +world, then run it to completion if possible

+
+ + +
+
+
#   + + + def + cleanup_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None: +
+ +
+ View Source + 
    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown the world"""
+        onboarding_id = agent.get_agent_id()
+        world_id = self.get_world_id("onboard", onboarding_id)
+        # Only shut down world if it was actually started
+        if world_id in self.id_to_worlds:
+            self.id_to_worlds[world_id].shutdown()
+            del self.id_to_worlds[world_id]
+
+ +
+ +

Shutdown the world

+
+ + +
+
+
#   + + + def + run_assignment( + self, + assignment: mephisto.data_model.assignment.Assignment, + agents: list[mephisto.data_model.agent.Agent] +) -> None: +
+ +
+ View Source + 
    def run_assignment(self, assignment: "Assignment", agents: List["Agent"]) -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        for agent in agents:
+            assert agent is not None, "task was not fully assigned"
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=assignment.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and assignment.db_id in self.running_assignments:
+            world.parley()
+
+        # Ensure agents can submit after completion
+        for idx in range(len(parlai_agents)):
+            agents[idx].observe({"task_data": {"task_done": True}})
+
+        # TODO(WISH) it would be nice to have individual agents be able to submit their
+        # final things without needing to wait for their partner, such
+        # as if one needs to rate and the other doesn't
+
+        world.shutdown()
+        for idx in range(len(parlai_agents)):
+            agents[idx].state.update_data(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data([parlai_agents[idx]]),
+                    "text": "",
+                }
+            )
+
+ +
+ +

ParlAI runners will initialize a task world, then run them to completion +if possible

+
+ + +
+
+
#   + + + def + cleanup_assignment(self, assignment: mephisto.data_model.assignment.Assignment) -> None: +
+ +
+ View Source + 
    def cleanup_assignment(self, assignment: "Assignment") -> None:
+        """Handle cleanup for a specific assignment"""
+        world_id = self.get_world_id("assignment", assignment.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+ +
+ +

Handle cleanup for a specific assignment

+
+ + +
+
+
#   + + + def + run_unit( + self, + unit: mephisto.data_model.unit.Unit, + agent: mephisto.data_model.agent.Agent +) -> None: +
+ +
+ View Source + 
    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        ParlAI runners will initialize a task world, then run them to completion
+        if possible
+        """
+        agents = [agent]
+        opt: Dict[str, Any] = cast("SharedParlAITaskState", self.shared_state).world_opt
+        parlai_agents = [MephistoAgentWrapper(a) for a in agents]
+        try:
+            world = self.parlai_world_module.make_world(  # type: ignore
+                opt, parlai_agents, initialization_data=unit.get_assignment_data()
+            )
+        except TypeError:
+            # make_world doesn't ask for initialization_data
+            world = self.parlai_world_module.make_world(opt, parlai_agents)  # type: ignore
+
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id] = world
+        while not world.episode_done() and unit.db_id in self.running_units:
+            world.parley()
+
+        # Ensure agent can submit after completion
+        agent.observe({"task_data": {"task_done": True}})
+
+        world.shutdown()
+        if hasattr(world, "prep_save_data"):
+            agent.observe(
+                {
+                    "id": "SUBMIT_WORLD_DATA",
+                    "WORLD_DATA": world.prep_save_data(parlai_agents),
+                    "text": "",
+                }
+            )
+
+ +
+ +

ParlAI runners will initialize a task world, then run them to completion +if possible

+
+ + +
+
+
#   + + + def + cleanup_unit(self, unit: mephisto.data_model.unit.Unit) -> None: +
+ +
+ View Source + 
    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        world_id = self.get_world_id("unit", unit.db_id)
+        self.id_to_worlds[world_id].shutdown()
+        del self.id_to_worlds[world_id]
+
+ +
+ +

Handle cleanup for a specific unit

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_not_installed.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_not_installed.html new file mode 100644 index 000000000..3416a23e1 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/parlai_chat/parlai_not_installed.html @@ -0,0 +1,356 @@ + + + + + + + + + mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+class ParlAIAgent:
+    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+
+class Message:
+    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+ +
+ +
+
+
+ #   + + + class + ParlAIAgent: +
+ +
+ View Source + 
class ParlAIAgent:
+    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+ +
+ + + +
+
#   + + + ParlAIAgent(*args, **kwargs) +
+ +
+ View Source + 
    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+ +
+ + + +
+
+
+
+ #   + + + class + Message: +
+ +
+ View Source + 
class Message:
+    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+ +
+ + + +
+
#   + + + Message(*args, **kwargs) +
+ +
+ View Source + 
    def __init__(self, *args, **kwargs):
+        raise NotImplementedError("You need to install ParlAI to use this blueprint")
+
+ +
+ + + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure.html new file mode 100644 index 000000000..d9eb1490e --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure.html @@ -0,0 +1,253 @@ + + + + + + + + + mephisto.abstractions.blueprints.remote_procedure API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.remote_procedure

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_agent_state.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_agent_state.html new file mode 100644 index 000000000..69b088abf --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_agent_state.html @@ -0,0 +1,998 @@ + + + + + + + + + mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Optional, Dict, Any, Tuple, TYPE_CHECKING
+from mephisto.abstractions.blueprint import AgentState
+import os
+import json
+import time
+import weakref
+from uuid import uuid4
+from dataclasses import dataclass, fields
+
+if TYPE_CHECKING:
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.packet import Packet
+
+
+@dataclass
+class RemoteRequest:
+    uuid: str
+    target: str
+    args_json: Optional[str]
+    response_json: Optional[str]
+    timestamp: float
+
+    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+
+class RemoteProcedureAgentState(AgentState):
+    """
+    Holds information about tasks with live interactions in a remote query model.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an agent state that keeps track of incoming actions from the frontend client
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.requests: Dict[str, RemoteRequest] = {}
+            self.start_time = time.time()
+            self.end_time = -1
+            self.init_data: Optional[Dict[str, Any]] = None
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        prev_requests = []
+        if len(self.requests) > 0:
+            requests = self.requests.values()
+            sorted_requests = sorted(requests, key=lambda x: x.timestamp)
+            prev_requests = [r.to_dict() for r in sorted_requests]
+        return {"task_data": self.init_data, "previous_requests": prev_requests}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.requests = {x["uuid"]: x for x in state["requests"]}
+            self.init_data = state["init_data"]
+            self.outputs = state["final_submission"]
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "final_submission": self.final_submission,
+            "init_data": self.init_data,
+            "requests": [r.to_dict() for r in self.requests.values()],
+            "start_time": self.start_time,
+            "end_time": self.end_time,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return the formatted content"""
+        # TODO implement actually getting this data
+        return self.get_data()
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task
+        """
+        return self.start_time
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task
+        """
+        return self.end_time
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as who it came from
+        """
+        if "handles" in live_update:
+            # outgoing
+            response_id = str(uuid4())
+            response = RemoteRequest(
+                uuid=response_id,
+                target=live_update["handles"],
+                args_json=None,
+                response_json=live_update["response"],
+                timestamp=time.time(),
+            )
+            self.requests[response_id] = response
+        else:
+            # incoming
+            request = RemoteRequest(
+                uuid=live_update["request_id"],
+                target=live_update["target"],
+                args_json=live_update["args"],
+                response_json=None,
+                timestamp=time.time(),
+            )
+            self.requests[live_update["request_id"]] = request
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +
+
+
+ #   + + + class + RemoteRequest: +
+ +
+ View Source + 
class RemoteRequest:
+    uuid: str
+    target: str
+    args_json: Optional[str]
+    response_json: Optional[str]
+    timestamp: float
+
+    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+ +
+ +

RemoteRequest(uuid: str, target: str, args_json: Union[str, NoneType], response_json: Union[str, NoneType], timestamp: float)

+
+ + +
+
#   + + + RemoteRequest( + uuid: str, + target: str, + args_json: Union[str, NoneType], + response_json: Union[str, NoneType], + timestamp: float +) +
+ + + + +
+
+
#   + + + def + to_dict(self): +
+ +
+ View Source + 
    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+ +
+ + + +
+
+
+
+ #   + + + class + RemoteProcedureAgentState(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class RemoteProcedureAgentState(AgentState):
+    """
+    Holds information about tasks with live interactions in a remote query model.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an agent state that keeps track of incoming actions from the frontend client
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.requests: Dict[str, RemoteRequest] = {}
+            self.start_time = time.time()
+            self.end_time = -1
+            self.init_data: Optional[Dict[str, Any]] = None
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        prev_requests = []
+        if len(self.requests) > 0:
+            requests = self.requests.values()
+            sorted_requests = sorted(requests, key=lambda x: x.timestamp)
+            prev_requests = [r.to_dict() for r in sorted_requests]
+        return {"task_data": self.init_data, "previous_requests": prev_requests}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.requests = {x["uuid"]: x for x in state["requests"]}
+            self.init_data = state["init_data"]
+            self.outputs = state["final_submission"]
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "final_submission": self.final_submission,
+            "init_data": self.init_data,
+            "requests": [r.to_dict() for r in self.requests.values()],
+            "start_time": self.start_time,
+            "end_time": self.end_time,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return the formatted content"""
+        # TODO implement actually getting this data
+        return self.get_data()
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task
+        """
+        return self.start_time
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task
+        """
+        return self.end_time
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as who it came from
+        """
+        if "handles" in live_update:
+            # outgoing
+            response_id = str(uuid4())
+            response = RemoteRequest(
+                uuid=response_id,
+                target=live_update["handles"],
+                args_json=None,
+                response_json=live_update["response"],
+                timestamp=time.time(),
+            )
+            self.requests[response_id] = response
+        else:
+            # incoming
+            request = RemoteRequest(
+                uuid=live_update["request_id"],
+                target=live_update["target"],
+                args_json=live_update["args"],
+                response_json=None,
+                timestamp=time.time(),
+            )
+            self.requests[live_update["request_id"]] = request
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about tasks with live interactions in a remote query model.

+
+ + +
+
#   + + + RemoteProcedureAgentState(agent: mephisto.data_model.agent.Agent) +
+ +
+ View Source + 
    def __init__(self, agent: "Agent"):
+        """
+        Create an agent state that keeps track of incoming actions from the frontend client
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.requests: Dict[str, RemoteRequest] = {}
+            self.start_time = time.time()
+            self.end_time = -1
+            self.init_data: Optional[Dict[str, Any]] = None
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.save_data()
+
+ +
+ +

Create an agent state that keeps track of incoming actions from the frontend client +Initialize with an existing file if it exists.

+
+ + +
+
+
#   + + + def + set_init_state(self, data: Any) -> bool: +
+ +
+ View Source + 
    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+ +
+ +

Set the initial state for this agent

+
+ + +
+
+
#   + + + def + get_init_state(self) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        prev_requests = []
+        if len(self.requests) > 0:
+            requests = self.requests.values()
+            sorted_requests = sorted(requests, key=lambda x: x.timestamp)
+            prev_requests = [r.to_dict() for r in sorted_requests]
+        return {"task_data": self.init_data, "previous_requests": prev_requests}
+
+ +
+ +

Return the initial state for this agent, +None if no such state exists

+
+ + +
+
+
#   + + + def + load_data(self) -> None: +
+ +
+ View Source + 
    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.requests = {x["uuid"]: x for x in state["requests"]}
+            self.init_data = state["init_data"]
+            self.outputs = state["final_submission"]
+
+ +
+ +

Load stored data from a file to this object

+
+ + +
+
+
#   + + + def + get_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "final_submission": self.final_submission,
+            "init_data": self.init_data,
+            "requests": [r.to_dict() for r in self.requests.values()],
+            "start_time": self.start_time,
+            "end_time": self.end_time,
+        }
+
+ +
+ +

Return dict with the messages of this agent

+
+ + +
+
+
#   + + + def + get_parsed_data(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return the formatted content"""
+        # TODO implement actually getting this data
+        return self.get_data()
+
+ +
+ +

Return the formatted content

+
+ + +
+
+
#   + + + def + get_task_start(self) -> float: +
+ +
+ View Source + 
    def get_task_start(self) -> float:
+        """
+        Return the start time for this task
+        """
+        return self.start_time
+
+ +
+ +

Return the start time for this task

+
+ + +
+
+
#   + + + def + get_task_end(self) -> float: +
+ +
+ View Source + 
    def get_task_end(self) -> float:
+        """
+        Return the end time for this task
+        """
+        return self.end_time
+
+ +
+ +

Return the end time for this task

+
+ + +
+
+
#   + + + def + save_data(self) -> None: +
+ +
+ View Source + 
    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+ +
+ +

Save all messages from this agent to

+
+ + +
+
+
#   + + + def + update_data(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as who it came from
+        """
+        if "handles" in live_update:
+            # outgoing
+            response_id = str(uuid4())
+            response = RemoteRequest(
+                uuid=response_id,
+                target=live_update["handles"],
+                args_json=None,
+                response_json=live_update["response"],
+                timestamp=time.time(),
+            )
+            self.requests[response_id] = response
+        else:
+            # incoming
+            request = RemoteRequest(
+                uuid=live_update["request_id"],
+                target=live_update["target"],
+                args_json=live_update["args"],
+                response_json=None,
+                timestamp=time.time(),
+            )
+            self.requests[live_update["request_id"]] = request
+
+ +
+ +

Append the incoming packet as well as who it came from

+
+ + +
+
+
#   + + + def + update_submit(self, submitted_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Append any final submission to this state

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_blueprint.html new file mode 100644 index 000000000..66761a3bb --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_blueprint.html @@ -0,0 +1,1736 @@ + + + + + + + + + mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import (
+    Blueprint,
+    BlueprintArgs,
+    SharedTaskState,
+)
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+    OnboardingSharedState,
+    OnboardingRequiredArgs,
+)
+from dataclasses import dataclass, field
+from mephisto.data_model.assignment import InitializationData
+from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state import (
+    RemoteProcedureAgentState,
+)
+from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner import (
+    RemoteProcedureTaskRunner,
+)
+from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder import (
+    RemoteProcedureTaskBuilder,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+from omegaconf import DictConfig, MISSING
+
+import os
+import time
+import csv
+import sys
+import json
+import types
+
+from importlib import import_module
+
+from typing import (
+    ClassVar,
+    Callable,
+    List,
+    Type,
+    Any,
+    Dict,
+    Iterable,
+    Optional,
+    Mapping,
+    TYPE_CHECKING,
+)
+
+if TYPE_CHECKING:
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import AgentState, TaskRunner, TaskBuilder
+    from mephisto.data_model.unit import Unit
+
+BLUEPRINT_TYPE_REMOTE_PROCEDURE = "remote_procedure"
+
+
+@dataclass
+class SharedRemoteProcedureTaskState(OnboardingSharedState, SharedTaskState):
+    function_registry: Optional[
+        Mapping[
+            str,
+            Callable[
+                [str, Dict[str, Any], "RemoteProcedureAgentState"],
+                Optional[Dict[str, Any]],
+            ],
+        ]
+    ] = None
+    static_task_data: Iterable[Any] = field(default_factory=list)
+
+
+@dataclass
+class RemoteProcedureBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_REMOTE_PROCEDURE
+    _group: str = field(
+        default="RemoteProcedureBlueprintArgs",
+        metadata={
+            "help": """
+                Tasks launched from remote query blueprints need a
+                source html file to display to workers, as well as a csv
+                containing values that will be inserted into templates in
+                the html.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+
+
+@register_mephisto_abstraction()
+class RemoteProcedureBlueprint(OnboardingRequired, Blueprint):
+    """Blueprint for a task that runs a parlai chat"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = RemoteProcedureAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = RemoteProcedureAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = RemoteProcedureTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = RemoteProcedureTaskRunner
+    ArgsClass = RemoteProcedureBlueprintArgs
+    SharedStateClass = SharedRemoteProcedureTaskState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_REMOTE_PROCEDURE
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        assert isinstance(
+            shared_state, SharedRemoteProcedureTaskState
+        ), "Must use SharedTaskState with RemoteProcedureBlueprint"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO can we check something about this?
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+        assert shared_state.function_registry is not None, (
+            "Must provide a valid function registry to use with the task, a mapping "
+            "of function names to functions that take as input a string and an agent "
+            "and return a string. "
+        )
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +
+
+
+ #   + + + class + SharedRemoteProcedureTaskState(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedRemoteProcedureTaskState(OnboardingSharedState, SharedTaskState):
+    function_registry: Optional[
+        Mapping[
+            str,
+            Callable[
+                [str, Dict[str, Any], "RemoteProcedureAgentState"],
+                Optional[Dict[str, Any]],
+            ],
+        ]
+    ] = None
+    static_task_data: Iterable[Any] = field(default_factory=list)
+
+ +
+ +

SharedRemoteProcedureTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , function_registry: Union[Mapping[str, Callable[[str, Dict[str, Any], ForwardRef('RemoteProcedureAgentState')], Union[Dict[str, Any], NoneType]]], NoneType] = None, static_task_data: Iterable[Any] = )

+
+ + +
+
#   + + + SharedRemoteProcedureTaskState( + task_config: Dict[str, Any] = <factory>, + qualifications: List[Any] = <factory>, + worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = <factory>, + on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = <factory>, + onboarding_data: Dict[str, Any] = <factory>, + validate_onboarding: Callable[[Any], bool] = <factory>, + function_registry: Union[collections.abc.Mapping[str, collections.abc.Callable[str, Dict[str, Any], mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState, Union[Dict[str, Any], NoneType]]], NoneType] = None, + static_task_data: Iterable[Any] = <factory> +) +
+ + + + +
+
+
#   + + function_registry: Union[collections.abc.Mapping[str, collections.abc.Callable[str, Dict[str, Any], mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState, Union[Dict[str, Any], NoneType]]], NoneType] = None +
+ + + + +
+
+
+
+ #   + + + class + RemoteProcedureBlueprintArgs(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class RemoteProcedureBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_REMOTE_PROCEDURE
+    _group: str = field(
+        default="RemoteProcedureBlueprintArgs",
+        metadata={
+            "help": """
+                Tasks launched from remote query blueprints need a
+                source html file to display to workers, as well as a csv
+                containing values that will be inserted into templates in
+                the html.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+
+ +
+ +

RemoteProcedureBlueprintArgs(_blueprint_type: str = 'remote_procedure', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'RemoteProcedureBlueprintArgs', task_source: str = '???', link_task_source: bool = False, units_per_assignment: int = 1)

+
+ + +
+
#   + + + RemoteProcedureBlueprintArgs( + _blueprint_type: str = 'remote_procedure', + block_qualification: str = '???', + onboarding_qualification: str = '???', + _group: str = 'RemoteProcedureBlueprintArgs', + task_source: str = '???', + link_task_source: bool = False, + units_per_assignment: int = 1 +) +
+ + + + +
+
+
#   + + task_source: str = '???' +
+ + + + +
+ +
+
#   + + units_per_assignment: int = 1 +
+ + + + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint): +
+ +
+ View Source + 
class RemoteProcedureBlueprint(OnboardingRequired, Blueprint):
+    """Blueprint for a task that runs a parlai chat"""
+
+    AgentStateClass: ClassVar[Type["AgentState"]] = RemoteProcedureAgentState
+    OnboardingAgentStateClass: ClassVar[Type["AgentState"]] = RemoteProcedureAgentState
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = RemoteProcedureTaskBuilder
+    TaskRunnerClass: ClassVar[Type["TaskRunner"]] = RemoteProcedureTaskRunner
+    ArgsClass = RemoteProcedureBlueprintArgs
+    SharedStateClass = SharedRemoteProcedureTaskState
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_REMOTE_PROCEDURE
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        assert isinstance(
+            shared_state, SharedRemoteProcedureTaskState
+        ), "Must use SharedTaskState with RemoteProcedureBlueprint"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO can we check something about this?
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+        assert shared_state.function_registry is not None, (
+            "Must provide a valid function registry to use with the task, a mapping "
+            "of function names to functions that take as input a string and an agent "
+            "and return a string. "
+        )
+
+    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +

Blueprint for a task that runs a parlai chat

+
+ + +
+
#   + + + RemoteProcedureBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        self._initialization_data_dicts: Iterable[Dict[str, Any]] = []
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            with open(csv_file, "r", encoding="utf-8-sig") as csv_fp:
+                csv_reader = csv.reader(csv_fp)
+                headers = next(csv_reader)
+                for row in csv_reader:
+                    row_data = {}
+                    for i, col in enumerate(row):
+                        row_data[headers[i]] = col
+                    self._initialization_data_dicts.append(row_data)
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            with open(json_file, "r", encoding="utf-8-sig") as json_fp:
+                json_data = json.load(json_fp)
+            for jd in json_data:
+                self._initialization_data_dicts.append(jd)
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            with open(jsonl_file, "r", encoding="utf-8-sig") as jsonl_fp:
+                line = jsonl_fp.readline()
+                while line:
+                    j = json.loads(line)
+                    self._initialization_data_dicts.append(j)
+                    line = jsonl_fp.readline()
+        elif shared_state.static_task_data is not None:
+            self._initialization_data_dicts = shared_state.static_task_data
+        else:
+            # instantiating a version of the blueprint, but not necessarily needing the data
+            pass
+
+ +
+ + + +
+
+
#   + + BLUEPRINT_TYPE: str = 'remote_procedure' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that arguments are properly configured to launch this task"""
+        assert isinstance(
+            shared_state, SharedRemoteProcedureTaskState
+        ), "Must use SharedTaskState with RemoteProcedureBlueprint"
+        blue_args = args.blueprint
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            if isinstance(shared_state.static_task_data, types.GeneratorType):
+                # TODO can we check something about this?
+                pass
+            else:
+                assert (
+                    len([x for x in shared_state.static_task_data]) > 0
+                ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+        assert shared_state.function_registry is not None, (
+            "Must provide a valid function registry to use with the task, a mapping "
+            "of function names to functions that take as input a string and an agent "
+            "and return a string. "
+        )
+
+ +
+ +

Ensure that arguments are properly configured to launch this task

+
+ + +
+
+
#   + + + def + get_initialization_data( + self +) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]: +
+ +
+ View Source + 
    def get_initialization_data(self) -> Iterable["InitializationData"]:
+        """
+        Return the InitializationData retrieved from the specified stream
+        """
+        if isinstance(self._initialization_data_dicts, types.GeneratorType):
+
+            def data_generator() -> Iterable["InitializationData"]:
+                for item in self._initialization_data_dicts:
+                    yield InitializationData(
+                        shared=item,
+                        unit_data=[{}] * self.args.blueprint.units_per_assignment,
+                    )
+
+            return data_generator()
+        else:
+            return [
+                InitializationData(
+                    shared=d, unit_data=[{}] * self.args.blueprint.units_per_assignment
+                )
+                for d in self._initialization_data_dicts
+            ]
+
+ +
+ +

Return the InitializationData retrieved from the specified stream

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.AgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class RemoteProcedureAgentState(AgentState):
+    """
+    Holds information about tasks with live interactions in a remote query model.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an agent state that keeps track of incoming actions from the frontend client
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.requests: Dict[str, RemoteRequest] = {}
+            self.start_time = time.time()
+            self.end_time = -1
+            self.init_data: Optional[Dict[str, Any]] = None
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        prev_requests = []
+        if len(self.requests) > 0:
+            requests = self.requests.values()
+            sorted_requests = sorted(requests, key=lambda x: x.timestamp)
+            prev_requests = [r.to_dict() for r in sorted_requests]
+        return {"task_data": self.init_data, "previous_requests": prev_requests}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.requests = {x["uuid"]: x for x in state["requests"]}
+            self.init_data = state["init_data"]
+            self.outputs = state["final_submission"]
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "final_submission": self.final_submission,
+            "init_data": self.init_data,
+            "requests": [r.to_dict() for r in self.requests.values()],
+            "start_time": self.start_time,
+            "end_time": self.end_time,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return the formatted content"""
+        # TODO implement actually getting this data
+        return self.get_data()
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task
+        """
+        return self.start_time
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task
+        """
+        return self.end_time
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as who it came from
+        """
+        if "handles" in live_update:
+            # outgoing
+            response_id = str(uuid4())
+            response = RemoteRequest(
+                uuid=response_id,
+                target=live_update["handles"],
+                args_json=None,
+                response_json=live_update["response"],
+                timestamp=time.time(),
+            )
+            self.requests[response_id] = response
+        else:
+            # incoming
+            request = RemoteRequest(
+                uuid=live_update["request_id"],
+                target=live_update["target"],
+                args_json=live_update["args"],
+                response_json=None,
+                timestamp=time.time(),
+            )
+            self.requests[live_update["request_id"]] = request
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about tasks with live interactions in a remote query model.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.OnboardingAgentStateClass(mephisto.abstractions._subcomponents.agent_state.AgentState): +
+ +
+ View Source + 
class RemoteProcedureAgentState(AgentState):
+    """
+    Holds information about tasks with live interactions in a remote query model.
+    """
+
+    def __init__(self, agent: "Agent"):
+        """
+        Create an agent state that keeps track of incoming actions from the frontend client
+        Initialize with an existing file if it exists.
+        """
+        self.agent = weakref.proxy(agent)
+        data_file = self._get_expected_data_file()
+        if os.path.exists(data_file):
+            self.load_data()
+        else:
+            self.requests: Dict[str, RemoteRequest] = {}
+            self.start_time = time.time()
+            self.end_time = -1
+            self.init_data: Optional[Dict[str, Any]] = None
+            self.final_submission: Optional[Dict[str, Any]] = None
+            self.save_data()
+
+    def set_init_state(self, data: Any) -> bool:
+        """Set the initial state for this agent"""
+        if self.init_data is not None:
+            # Initial state is already set
+            return False
+        else:
+            self.init_data = data
+            self.save_data()
+            return True
+
+    def get_init_state(self) -> Optional[Dict[str, Any]]:
+        """
+        Return the initial state for this agent,
+        None if no such state exists
+        """
+        if self.init_data is None:
+            return None
+        prev_requests = []
+        if len(self.requests) > 0:
+            requests = self.requests.values()
+            sorted_requests = sorted(requests, key=lambda x: x.timestamp)
+            prev_requests = [r.to_dict() for r in sorted_requests]
+        return {"task_data": self.init_data, "previous_requests": prev_requests}
+
+    def _get_expected_data_file(self) -> str:
+        """Return the place we would expect to find data for this agent state"""
+        agent_dir = self.agent.get_data_dir()
+        os.makedirs(agent_dir, exist_ok=True)
+        return os.path.join(agent_dir, "state.json")
+
+    def load_data(self) -> None:
+        """Load stored data from a file to this object"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "r") as state_json:
+            state = json.load(state_json)
+            self.requests = {x["uuid"]: x for x in state["requests"]}
+            self.init_data = state["init_data"]
+            self.outputs = state["final_submission"]
+
+    def get_data(self) -> Dict[str, Any]:
+        """Return dict with the messages of this agent"""
+        return {
+            "final_submission": self.final_submission,
+            "init_data": self.init_data,
+            "requests": [r.to_dict() for r in self.requests.values()],
+            "start_time": self.start_time,
+            "end_time": self.end_time,
+        }
+
+    def get_parsed_data(self) -> Dict[str, Any]:
+        """Return the formatted content"""
+        # TODO implement actually getting this data
+        return self.get_data()
+
+    def get_task_start(self) -> float:
+        """
+        Return the start time for this task
+        """
+        return self.start_time
+
+    def get_task_end(self) -> float:
+        """
+        Return the end time for this task
+        """
+        return self.end_time
+
+    def save_data(self) -> None:
+        """Save all messages from this agent to"""
+        agent_file = self._get_expected_data_file()
+        with open(agent_file, "w+") as state_json:
+            json.dump(self.get_data(), state_json)
+
+    def update_data(self, live_update: Dict[str, Any]) -> None:
+        """
+        Append the incoming packet as well as who it came from
+        """
+        if "handles" in live_update:
+            # outgoing
+            response_id = str(uuid4())
+            response = RemoteRequest(
+                uuid=response_id,
+                target=live_update["handles"],
+                args_json=None,
+                response_json=live_update["response"],
+                timestamp=time.time(),
+            )
+            self.requests[response_id] = response
+        else:
+            # incoming
+            request = RemoteRequest(
+                uuid=live_update["request_id"],
+                target=live_update["target"],
+                args_json=live_update["args"],
+                response_json=None,
+                timestamp=time.time(),
+            )
+            self.requests[live_update["request_id"]] = request
+
+    def update_submit(self, submitted_data: Dict[str, Any]) -> None:
+        """Append any final submission to this state"""
+        self.final_submission = submitted_data
+        self.save_data()
+
+ +
+ +

Holds information about tasks with live interactions in a remote query model.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.agent_state.AgentState
+
STATUS_NONE
+
STATUS_ACCEPTED
+
STATUS_ONBOARDING
+
STATUS_WAITING
+
STATUS_IN_TASK
+
STATUS_COMPLETED
+
STATUS_DISCONNECT
+
STATUS_TIMEOUT
+
STATUS_PARTNER_DISCONNECT
+
STATUS_EXPIRED
+
STATUS_RETURNED
+
STATUS_APPROVED
+
STATUS_SOFT_REJECTED
+
STATUS_REJECTED
+
complete
+
valid
+ +
+
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.TaskBuilderClass(mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder): +
+ +
+ View Source + 
class RemoteProcedureTaskBuilder(StaticReactTaskBuilder):
+    """
+    Builder for a "static task" that has access to remote queries.
+    At the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks
+    in the same way.
+    """
+
+    pass
+
+ +
+ +

Builder for a "static task" that has access to remote queries. +At the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks +in the same way.

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.TaskRunnerClass(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class RemoteProcedureTaskRunner(TaskRunner):
+    """
+    Task runner for a task with live remote queries on the local machine
+    # TODO this is pretty gross, and would be better as a series of worker
+    # threads that handle commands, as the functions all have direct access
+    # to the full worker state.
+    """
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        # TODO load up the possible functions from the shared_state
+        self.is_concurrent = False  # This task is 1 person w/ backend
+        self.function_registry = shared_state.function_registry
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def _agent_in_onboarding_or_live(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> bool:
+        """Determine if an agent server should still be maintained"""
+        return (
+            agent.get_agent_id() in self.running_units
+            or agent.get_agent_id() in self.running_onboardings
+        )
+
+    def _run_server_timestep_for_agent(self, agent: Union["Agent", "OnboardingAgent"]):
+        """
+        Both onboarding and regular tasks have access to the server for remote
+        queries
+        """
+        live_update = agent.get_live_update()
+        if live_update is not None and "request_id" in live_update:
+            request_id = live_update["request_id"]
+            # Execute commands that come in from the frontend
+            # TODO extend scope to handle yield-style functions, and
+            # move these to async tasks
+            assert (
+                self.function_registry is not None
+                and live_update["target"] in self.function_registry
+            ), f"Target function {live_update['target']} not found in registry: {self.function_registry}"
+            state = agent.state
+            assert isinstance(
+                state, RemoteProcedureAgentState
+            ), "Must use an agent with RemoteProcedureAgentState"
+            res = self.function_registry[live_update["target"]](
+                request_id, json.loads(live_update["args"]), state
+            )
+
+            agent.observe(
+                {
+                    "handles": request_id,
+                    "response": json.dumps(res),
+                }
+            )
+
+        # sleep to avoid tight loop
+        time.sleep(THREAD_SHORT_SLEEP)
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        Running onboarding with access to remote queries
+        """
+        # Run the server while the task isn't submitted yet
+        while (
+            not agent.await_submit(timeout=None)
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown onboarding resources"""
+        pass
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Running a task with access to remote queries
+        """
+        while not agent.await_submit(timeout=None) and unit.db_id in self.running_units:
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        pass
+
+ +
+ +

Task runner for a task with live remote queries on the local machine

+ +

TODO this is pretty gross, and would be better as a series of worker

+ +

threads that handle commands, as the functions all have direct access

+ +

to the full worker state.

+
+ + +
+
Inherited Members
+
+ +
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+
run_assignment
+
cleanup_assignment
+ +
+
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.ArgsClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs): +
+ +
+ View Source + 
class RemoteProcedureBlueprintArgs(OnboardingRequiredArgs, BlueprintArgs):
+    _blueprint_type: str = BLUEPRINT_TYPE_REMOTE_PROCEDURE
+    _group: str = field(
+        default="RemoteProcedureBlueprintArgs",
+        metadata={
+            "help": """
+                Tasks launched from remote query blueprints need a
+                source html file to display to workers, as well as a csv
+                containing values that will be inserted into templates in
+                the html.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+    units_per_assignment: int = field(
+        default=1, metadata={"help": "How many workers you want to do each assignment"}
+    )
+
+ +
+ +

RemoteProcedureBlueprintArgs(_blueprint_type: str = 'remote_procedure', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'RemoteProcedureBlueprintArgs', task_source: str = '???', link_task_source: bool = False, units_per_assignment: int = 1)

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + RemoteProcedureBlueprint.SharedStateClass(mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState): +
+ +
+ View Source + 
class SharedRemoteProcedureTaskState(OnboardingSharedState, SharedTaskState):
+    function_registry: Optional[
+        Mapping[
+            str,
+            Callable[
+                [str, Dict[str, Any], "RemoteProcedureAgentState"],
+                Optional[Dict[str, Any]],
+            ],
+        ]
+    ] = None
+    static_task_data: Iterable[Any] = field(default_factory=list)
+
+ +
+ +

SharedRemoteProcedureTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , function_registry: Union[Mapping[str, Callable[[str, Dict[str, Any], ForwardRef('RemoteProcedureAgentState')], Union[Dict[str, Any], NoneType]]], NoneType] = None, static_task_data: Iterable[Any] = )

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_builder.html new file mode 100644 index 000000000..98a00d033 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_builder.html @@ -0,0 +1,315 @@ + + + + + + + + + mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder

+ + +
+ View Source + 
# !/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprints.static_react_task.static_react_task_builder import (
+    StaticReactTaskBuilder,
+)
+
+
+class RemoteProcedureTaskBuilder(StaticReactTaskBuilder):
+    """
+    Builder for a "static task" that has access to remote queries.
+    At the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks
+    in the same way.
+    """
+
+    pass
+
+ +
+ +
+
+
+ #   + + + class + RemoteProcedureTaskBuilder(mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder): +
+ +
+ View Source + 
class RemoteProcedureTaskBuilder(StaticReactTaskBuilder):
+    """
+    Builder for a "static task" that has access to remote queries.
+    At the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks
+    in the same way.
+    """
+
+    pass
+
+ +
+ +

Builder for a "static task" that has access to remote queries. +At the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks +in the same way.

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_runner.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_runner.html new file mode 100644 index 000000000..f67e345b2 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/remote_procedure/remote_procedure_task_runner.html @@ -0,0 +1,737 @@ + + + + + + + + + mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskRunner
+from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state import (
+    RemoteProcedureAgentState,
+)
+from mephisto.data_model.agent import Agent, OnboardingAgent
+import time
+import json
+
+from uuid import uuid4
+
+from typing import ClassVar, List, Type, Any, Dict, Union, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import AgentState
+    from mephisto.data_model.assignment import Assignment
+    from omegaconf import DictConfig
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint import (
+        SharedRemoteProcedureTaskState,
+    )
+
+
+THREAD_SHORT_SLEEP = 0.3
+
+
+class RemoteProcedureTaskRunner(TaskRunner):
+    """
+    Task runner for a task with live remote queries on the local machine
+    # TODO this is pretty gross, and would be better as a series of worker
+    # threads that handle commands, as the functions all have direct access
+    # to the full worker state.
+    """
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        # TODO load up the possible functions from the shared_state
+        self.is_concurrent = False  # This task is 1 person w/ backend
+        self.function_registry = shared_state.function_registry
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def _agent_in_onboarding_or_live(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> bool:
+        """Determine if an agent server should still be maintained"""
+        return (
+            agent.get_agent_id() in self.running_units
+            or agent.get_agent_id() in self.running_onboardings
+        )
+
+    def _run_server_timestep_for_agent(self, agent: Union["Agent", "OnboardingAgent"]):
+        """
+        Both onboarding and regular tasks have access to the server for remote
+        queries
+        """
+        live_update = agent.get_live_update()
+        if live_update is not None and "request_id" in live_update:
+            request_id = live_update["request_id"]
+            # Execute commands that come in from the frontend
+            # TODO extend scope to handle yield-style functions, and
+            # move these to async tasks
+            assert (
+                self.function_registry is not None
+                and live_update["target"] in self.function_registry
+            ), f"Target function {live_update['target']} not found in registry: {self.function_registry}"
+            state = agent.state
+            assert isinstance(
+                state, RemoteProcedureAgentState
+            ), "Must use an agent with RemoteProcedureAgentState"
+            res = self.function_registry[live_update["target"]](
+                request_id, json.loads(live_update["args"]), state
+            )
+
+            agent.observe(
+                {
+                    "handles": request_id,
+                    "response": json.dumps(res),
+                }
+            )
+
+        # sleep to avoid tight loop
+        time.sleep(THREAD_SHORT_SLEEP)
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        Running onboarding with access to remote queries
+        """
+        # Run the server while the task isn't submitted yet
+        while (
+            not agent.await_submit(timeout=None)
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown onboarding resources"""
+        pass
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Running a task with access to remote queries
+        """
+        while not agent.await_submit(timeout=None) and unit.db_id in self.running_units:
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        pass
+
+ +
+ +
+
+
+ #   + + + class + RemoteProcedureTaskRunner(mephisto.abstractions._subcomponents.task_runner.TaskRunner): +
+ +
+ View Source + 
class RemoteProcedureTaskRunner(TaskRunner):
+    """
+    Task runner for a task with live remote queries on the local machine
+    # TODO this is pretty gross, and would be better as a series of worker
+    # threads that handle commands, as the functions all have direct access
+    # to the full worker state.
+    """
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedRemoteProcedureTaskState",
+    ):
+        super().__init__(task_run, args, shared_state)
+        # TODO load up the possible functions from the shared_state
+        self.is_concurrent = False  # This task is 1 person w/ backend
+        self.function_registry = shared_state.function_registry
+
+    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+    def _agent_in_onboarding_or_live(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> bool:
+        """Determine if an agent server should still be maintained"""
+        return (
+            agent.get_agent_id() in self.running_units
+            or agent.get_agent_id() in self.running_onboardings
+        )
+
+    def _run_server_timestep_for_agent(self, agent: Union["Agent", "OnboardingAgent"]):
+        """
+        Both onboarding and regular tasks have access to the server for remote
+        queries
+        """
+        live_update = agent.get_live_update()
+        if live_update is not None and "request_id" in live_update:
+            request_id = live_update["request_id"]
+            # Execute commands that come in from the frontend
+            # TODO extend scope to handle yield-style functions, and
+            # move these to async tasks
+            assert (
+                self.function_registry is not None
+                and live_update["target"] in self.function_registry
+            ), f"Target function {live_update['target']} not found in registry: {self.function_registry}"
+            state = agent.state
+            assert isinstance(
+                state, RemoteProcedureAgentState
+            ), "Must use an agent with RemoteProcedureAgentState"
+            res = self.function_registry[live_update["target"]](
+                request_id, json.loads(live_update["args"]), state
+            )
+
+            agent.observe(
+                {
+                    "handles": request_id,
+                    "response": json.dumps(res),
+                }
+            )
+
+        # sleep to avoid tight loop
+        time.sleep(THREAD_SHORT_SLEEP)
+
+    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        Running onboarding with access to remote queries
+        """
+        # Run the server while the task isn't submitted yet
+        while (
+            not agent.await_submit(timeout=None)
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown onboarding resources"""
+        pass
+
+    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Running a task with access to remote queries
+        """
+        while not agent.await_submit(timeout=None) and unit.db_id in self.running_units:
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        pass
+
+ +
+ +

Task runner for a task with live remote queries on the local machine

+ +

TODO this is pretty gross, and would be better as a series of worker

+ +

threads that handle commands, as the functions all have direct access

+ +

to the full worker state.

+
+ + +
+
#   + + + RemoteProcedureTaskRunner( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __new__(
+        cls, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> "TaskRunner":
+        """Get the correct TaskRunner for this task run"""
+        if cls == TaskRunner:
+            from mephisto.operations.registry import get_blueprint_from_type
+
+            # We are trying to construct an AgentState, find what type to use and
+            # create that instead
+            correct_class = get_blueprint_from_type(task_run.task_type).TaskRunnerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

Get the correct TaskRunner for this task run

+
+ + +
+
+
#   + + + def + get_init_data_for_agent(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_init_data_for_agent(self, agent: "Agent") -> Dict[str, Any]:
+        """
+        Return the data for an agent already assigned to a particular unit
+        """
+        init_state = agent.state.get_init_state()
+        if init_state is not None:
+            # reconnecting agent, give what we've got
+            return init_state
+        else:
+            assignment = agent.get_unit().get_assignment()
+            assignment_data = self.get_data_for_assignment(assignment)
+            agent.state.set_init_state(assignment_data.shared)
+            new_state = agent.state.get_init_state()
+            assert new_state is not None, "Recently initialized state still None"
+            return new_state
+
+ +
+ +

Return the data for an agent already assigned to a particular unit

+
+ + +
+
+
#   + + + def + run_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None: +
+ +
+ View Source + 
    def run_onboarding(self, agent: "OnboardingAgent") -> None:
+        """
+        Running onboarding with access to remote queries
+        """
+        # Run the server while the task isn't submitted yet
+        while (
+            not agent.await_submit(timeout=None)
+            and agent.get_agent_id() in self.running_onboardings
+        ):
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+ +
+ +

Running onboarding with access to remote queries

+
+ + +
+
+
#   + + + def + cleanup_onboarding(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None: +
+ +
+ View Source + 
    def cleanup_onboarding(self, agent: "OnboardingAgent") -> None:
+        """Shutdown onboarding resources"""
+        pass
+
+ +
+ +

Shutdown onboarding resources

+
+ + +
+
+
#   + + + def + run_unit( + self, + unit: mephisto.data_model.unit.Unit, + agent: mephisto.data_model.agent.Agent +) -> None: +
+ +
+ View Source + 
    def run_unit(self, unit: "Unit", agent: "Agent") -> None:
+        """
+        Running a task with access to remote queries
+        """
+        while not agent.await_submit(timeout=None) and unit.db_id in self.running_units:
+            self._run_server_timestep_for_agent(agent)
+
+        while not agent.await_submit(timeout=None):
+            time.sleep(0.3)
+
+ +
+ +

Running a task with access to remote queries

+
+ + +
+
+
#   + + + def + cleanup_unit(self, unit: mephisto.data_model.unit.Unit) -> None: +
+ +
+ View Source + 
    def cleanup_unit(self, unit: "Unit") -> None:
+        """Handle cleanup for a specific unit"""
+        pass
+
+ +
+ +

Handle cleanup for a specific unit

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_runner.TaskRunner
+
execute_onboarding
+
execute_unit
+
execute_assignment
+
get_data_for_assignment
+
filter_units_for_worker
+
shutdown
+
run_assignment
+
cleanup_assignment
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task.html new file mode 100644 index 000000000..479322f2d --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task.html @@ -0,0 +1,323 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_html_task API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_html_task

+ +

StaticHTMLBlueprint

+ +

Overview

+ +

The StaticHTMLBlueprint exists to create a simple transition stand-in to allow users of other platforms (which generally push for customization with HTML) to begin using Mephisto with minimal changes. This generally exists in the form of specifying a templated HTML file and providing assignment data that fills the templates.

+ +

There are no plans to extend the StaticHTMLBlueprint, or provide other HTML support, as we believe this to be more an onboarding ramp rather than a fully fleshed out feature. The React-based codebase contains better features and cleaner, reusable modules, and as such our focus is on tasks in that area.

+ +

Usage

+ +

An example usage case is available here. General usage for this Blueprint type can be summed up as copying that directory structure, providing your own templated HTML in the server_files, and then providng the data.csv or other data to post those templates to workers. More in-depth descriptions can be seen there.

+ +

Implementation Details

+ +

At a high level, this is a deeper implementation of the abstract StaticArchitect, which contains all of the logic for deploying arbitrary tasks where the worker is given some content, and we ask for one response, as a complete Unit. This module adds the logic to ensure that the frontend where the worker is given content is able to render arbitrary HTML.

+ +

app.jsx

+ +

The app.jsx file contains most of the logic to ensure we can render HTML, including being able to attach and execute the arbitrary scripts that are included or linked in the given HTML file. It creates a react application using the mephisto-task package, and creates an empty form with a submit button. It then populates the inner form using two primary methods:

+ +
    +
  • handleUpdatingRemainingScripts: This method walks through the list of scripts that are given in the attached HTML, either loading the external script and putting it into the head, or directly evaluating the content of local scripts. As the page has already loaded by the time we are loading in the remaining scripts, this all must be injected in an asynchronous manner. _Ultimately_ this isn't incredibly safe if you don't trust the attached scripts.
    • +
  • interpolateHtml: This method injects the values for the specific task into their template variable slots. These template variables are specified in the InitializationData for an assignment, and populate fields as noted in the Template Variables section below.
    • +
+ +

Upon submit, the data in the form (as marked by the name fields of any inputs) will be sent to the backend and stored in the agent_data.json file.

+ +

Template Variables

+ +

You can provide template variables when running your task, generally in the form of template variables that are given names. When you specify these (either via .csv or directly providing a parsed array of dicts for this data), any named variable my_special_variable will be filled into the frontend in all locations containing ${my_special_variable}.

+ +

Mephisto-specific Template Variables

+ +

As of now, we also make available the following variables to the HTML via templating:

+ +
    +
  • ${mephisto_agent_id}: The agent ID that Mephisto has associated with the current worker and task.
    • +
  • ${provider_worker_id}: The worker id that the provider uses locally to identify the worker.
    • +
+ +

StaticHTMLBlueprint

+ +

The Blueprint here extends on the abstract StaticBlueprint, adding HTML-specific requirements to outline the task that ends up visualized. The added arguments are as follows:

+ +
    +
  • task_source: The path to the (templated) HTML that should be displayed for the task.
    • +
  • preview_source: The path to the HTML that should be displayed while previewing a task.
    • +
  • onboarding_source: The path to the HTML that should be displayed during onboarding.
    • +
+ +

Providing an onboarding_source requires also providing an onboarding_qualification in order to trigger onboarding for your task. You should also specify a validate_onboarding in your SharedTaskState to ensure that the onboarding is completed properly.

+ +

StaticHTMLTaskBuilder

+ +

This TaskBuilder class primarily seeks to copy the source files as linked in the StaticHTMLBlueprint and include them in what gets deployed on the server. As these are primarily static files, the builder is fairly straightforward. Regardless of the files that are provided, the onboarding html ends up at onboarding.html on the server and the preview html ends up on the server at preview.html. The task html retains its name, as this is specified as the html arg parsed on the frontend.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_blueprint.html new file mode 100644 index 000000000..0585b6b16 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_blueprint.html @@ -0,0 +1,1027 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_html_task.static_html_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_html_task.static_html_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprints.abstract.static_task.static_blueprint import (
+    StaticBlueprint,
+    StaticBlueprintArgs,
+    SharedStaticTaskState,
+)
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.abstractions.blueprint import Blueprint
+from mephisto.abstractions.blueprints.static_html_task.static_html_task_builder import (
+    StaticHTMLTaskBuilder,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+
+import os
+import time
+import csv
+import types
+
+from typing import ClassVar, List, Type, Any, Dict, Iterable, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import (
+        AgentState,
+        TaskRunner,
+        TaskBuilder,
+        SharedTaskState,
+    )
+    from mephisto.abstractions.blueprints.abstract.static_task.static_blueprint import (
+        SharedStaticTaskState,
+    )
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.agent import OnboardingAgent
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+
+BLUEPRINT_TYPE_STATIC_HTML = "static_task"
+
+
+@dataclass
+class StaticHTMLBlueprintArgs(StaticBlueprintArgs):
+    """
+    Adds required options for StaticBlueprints.
+    task_source points to the file intending to be deployed for this task
+    data_csv has the data to be deployed for this task.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_HTML
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Tasks launched from static blueprints need a "
+                "source html file to display to workers, as well as a csv "
+                "containing values that will be inserted into templates in "
+                "the html. "
+            )
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to source HTML file for the task being run",
+            "required": True,
+        },
+    )
+    preview_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    onboarding_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to onboarding the task"},
+    )
+
+
+@register_mephisto_abstraction()
+class StaticHTMLBlueprint(StaticBlueprint):
+    """Blueprint for a task that runs off of a built react javascript bundle"""
+
+    TaskBuilderClass = StaticHTMLTaskBuilder
+    ArgsClass = StaticHTMLBlueprintArgs
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_STATIC_HTML
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.html_file = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.html_file):
+            raise FileNotFoundError(
+                f"Specified html file {self.html_file} was not found from {os.getcwd()}"
+            )
+
+        self.onboarding_html_file = args.blueprint.get("onboarding_source", None)
+        if self.onboarding_html_file is not None:
+            self.onboarding_html_file = os.path.expanduser(self.onboarding_html_file)
+            if not os.path.exists(self.onboarding_html_file):
+                raise FileNotFoundError(
+                    f"Specified onboarding html file {self.onboarding_html_file} was not found from {os.getcwd()}"
+                )
+
+        task_file_name = os.path.basename(self.html_file)
+        for entry in self._initialization_data_dicts:
+            entry["html"] = task_file_name
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        Blueprint.assert_task_args(args, shared_state)
+        blue_args = args.blueprint
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        if isinstance(shared_state.static_task_data, types.GeneratorType):
+            raise AssertionError("You can't launch an HTML static task on a generator")
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            assert (
+                len([w for w in shared_state.static_task_data]) > 0
+            ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+        if blue_args.get("onboarding_qualification", None) is not None:
+            assert blue_args.get("onboarding_source", None) is not None, (
+                "Must use onboarding html with an onboarding qualification to "
+                "use onboarding."
+            )
+            assert shared_state.validate_onboarding is not None, (
+                "Must use an onboarding validation function to use onboarding "
+                "with static tasks."
+            )
+
+ +
+ +
+
+
+ #   + + + class + StaticHTMLBlueprintArgs(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs): +
+ +
+ View Source + 
class StaticHTMLBlueprintArgs(StaticBlueprintArgs):
+    """
+    Adds required options for StaticBlueprints.
+    task_source points to the file intending to be deployed for this task
+    data_csv has the data to be deployed for this task.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_HTML
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Tasks launched from static blueprints need a "
+                "source html file to display to workers, as well as a csv "
+                "containing values that will be inserted into templates in "
+                "the html. "
+            )
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to source HTML file for the task being run",
+            "required": True,
+        },
+    )
+    preview_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    onboarding_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to onboarding the task"},
+    )
+
+ +
+ +

Adds required options for StaticBlueprints. +task_source points to the file intending to be deployed for this task +data_csv has the data to be deployed for this task.

+
+ + +
+
#   + + + StaticHTMLBlueprintArgs( + _blueprint_type: str = 'static_task', + block_qualification: str = '???', + onboarding_qualification: str = '???', + _group: str = 'StaticBlueprint', + units_per_assignment: int = 1, + extra_source_dir: str = '???', + data_json: str = '???', + data_jsonl: str = '???', + data_csv: str = '???', + task_source: str = '???', + preview_source: Union[str, NoneType] = '???', + onboarding_source: Union[str, NoneType] = '???' +) +
+ + + + +
+
+
#   + + task_source: str = '???' +
+ + + + +
+
+
#   + + preview_source: Union[str, NoneType] = '???' +
+ + + + +
+
+
#   + + onboarding_source: Union[str, NoneType] = '???' +
+ + + + +
+
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + StaticHTMLBlueprint(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint): +
+ +
+ View Source + 
class StaticHTMLBlueprint(StaticBlueprint):
+    """Blueprint for a task that runs off of a built react javascript bundle"""
+
+    TaskBuilderClass = StaticHTMLTaskBuilder
+    ArgsClass = StaticHTMLBlueprintArgs
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_STATIC_HTML
+
+    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.html_file = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.html_file):
+            raise FileNotFoundError(
+                f"Specified html file {self.html_file} was not found from {os.getcwd()}"
+            )
+
+        self.onboarding_html_file = args.blueprint.get("onboarding_source", None)
+        if self.onboarding_html_file is not None:
+            self.onboarding_html_file = os.path.expanduser(self.onboarding_html_file)
+            if not os.path.exists(self.onboarding_html_file):
+                raise FileNotFoundError(
+                    f"Specified onboarding html file {self.onboarding_html_file} was not found from {os.getcwd()}"
+                )
+
+        task_file_name = os.path.basename(self.html_file)
+        for entry in self._initialization_data_dicts:
+            entry["html"] = task_file_name
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        Blueprint.assert_task_args(args, shared_state)
+        blue_args = args.blueprint
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        if isinstance(shared_state.static_task_data, types.GeneratorType):
+            raise AssertionError("You can't launch an HTML static task on a generator")
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            assert (
+                len([w for w in shared_state.static_task_data]) > 0
+            ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+        if blue_args.get("onboarding_qualification", None) is not None:
+            assert blue_args.get("onboarding_source", None) is not None, (
+                "Must use onboarding html with an onboarding qualification to "
+                "use onboarding."
+            )
+            assert shared_state.validate_onboarding is not None, (
+                "Must use an onboarding validation function to use onboarding "
+                "with static tasks."
+            )
+
+ +
+ +

Blueprint for a task that runs off of a built react javascript bundle

+
+ + +
+
#   + + + StaticHTMLBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.html_file = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.html_file):
+            raise FileNotFoundError(
+                f"Specified html file {self.html_file} was not found from {os.getcwd()}"
+            )
+
+        self.onboarding_html_file = args.blueprint.get("onboarding_source", None)
+        if self.onboarding_html_file is not None:
+            self.onboarding_html_file = os.path.expanduser(self.onboarding_html_file)
+            if not os.path.exists(self.onboarding_html_file):
+                raise FileNotFoundError(
+                    f"Specified onboarding html file {self.onboarding_html_file} was not found from {os.getcwd()}"
+                )
+
+        task_file_name = os.path.basename(self.html_file)
+        for entry in self._initialization_data_dicts:
+            entry["html"] = task_file_name
+
+ +
+ + + +
+
+
#   + + BLUEPRINT_TYPE: str = 'static_task' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """Ensure that the data can be properly loaded"""
+        Blueprint.assert_task_args(args, shared_state)
+        blue_args = args.blueprint
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        if isinstance(shared_state.static_task_data, types.GeneratorType):
+            raise AssertionError("You can't launch an HTML static task on a generator")
+        if blue_args.get("data_csv", None) is not None:
+            csv_file = os.path.expanduser(blue_args.data_csv)
+            assert os.path.exists(
+                csv_file
+            ), f"Provided csv file {csv_file} doesn't exist"
+        elif blue_args.get("data_json", None) is not None:
+            json_file = os.path.expanduser(blue_args.data_json)
+            assert os.path.exists(
+                json_file
+            ), f"Provided JSON file {json_file} doesn't exist"
+        elif blue_args.get("data_jsonl", None) is not None:
+            jsonl_file = os.path.expanduser(blue_args.data_jsonl)
+            assert os.path.exists(
+                jsonl_file
+            ), f"Provided JSON-L file {jsonl_file} doesn't exist"
+        elif shared_state.static_task_data is not None:
+            assert (
+                len([w for w in shared_state.static_task_data]) > 0
+            ), "Length of data dict provided was 0"
+        else:
+            raise AssertionError(
+                "Must provide one of a data csv, json, json-L, or a list of tasks"
+            )
+
+        if blue_args.get("onboarding_qualification", None) is not None:
+            assert blue_args.get("onboarding_source", None) is not None, (
+                "Must use onboarding html with an onboarding qualification to "
+                "use onboarding."
+            )
+            assert shared_state.validate_onboarding is not None, (
+                "Must use an onboarding validation function to use onboarding "
+                "with static tasks."
+            )
+
+ +
+ +

Ensure that the data can be properly loaded

+
+ + +
+
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + StaticHTMLBlueprint.TaskBuilderClass(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class StaticHTMLTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if True:  # not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        # Copy the built core and the given task file to the target path
+        use_html_file = os.path.expanduser(self.args.blueprint["task_source"])
+
+        target_resource_dir = os.path.join(build_dir, "static")
+        file_name = os.path.basename(use_html_file)
+        target_path = os.path.join(target_resource_dir, file_name)
+        shutil.copy2(use_html_file, target_path)
+
+        # Copy over the preview file as preview.html, default to the task file if none specified
+        preview_file = self.args.blueprint.get("preview_source") or use_html_file
+        use_preview_file = os.path.expanduser(preview_file)
+
+        target_path = os.path.join(target_resource_dir, "preview.html")
+        shutil.copy2(use_preview_file, target_path)
+
+        # Copy over the onboarding file as onboarding.html if it's specified
+        onboarding_html_file = self.args.blueprint.get("onboarding_source", None)
+        if onboarding_html_file is not None:
+            onboarding_html_file = os.path.expanduser(onboarding_html_file)
+            target_path = os.path.join(target_resource_dir, "onboarding.html")
+            shutil.copy2(onboarding_html_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir")
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a static task, pulls the appropriate html, +builds the frontend (if a build doesn't already exist), +then puts the file into the server directory

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + StaticHTMLBlueprint.ArgsClass(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs): +
+ +
+ View Source + 
class StaticHTMLBlueprintArgs(StaticBlueprintArgs):
+    """
+    Adds required options for StaticBlueprints.
+    task_source points to the file intending to be deployed for this task
+    data_csv has the data to be deployed for this task.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_HTML
+    _group: str = field(
+        default="StaticBlueprint",
+        metadata={
+            "help": (
+                "Tasks launched from static blueprints need a "
+                "source html file to display to workers, as well as a csv "
+                "containing values that will be inserted into templates in "
+                "the html. "
+            )
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to source HTML file for the task being run",
+            "required": True,
+        },
+    )
+    preview_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to preview the task"},
+    )
+    onboarding_source: Optional[str] = field(
+        default=MISSING,
+        metadata={"help": "Optional path to source HTML file to onboarding the task"},
+    )
+
+ +
+ +

Adds required options for StaticBlueprints. +task_source points to the file intending to be deployed for this task +data_csv has the data to be deployed for this task.

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_task_builder.html new file mode 100644 index 000000000..e4ded4e49 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_html_task/static_html_task_builder.html @@ -0,0 +1,583 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_html_task.static_html_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_html_task.static_html_task_builder

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskBuilder
+
+from distutils.dir_util import copy_tree
+import os
+import time
+import sh  # type: ignore
+import shutil
+import subprocess
+
+from typing import ClassVar, List, Type, Any, Dict, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.assignment import Assignment
+
+STATIC_TASK_DIR = os.path.dirname(__file__)
+FRONTEND_SOURCE_DIR = os.path.join(STATIC_TASK_DIR, "source")
+FRONTEND_BUILD_DIR = os.path.join(FRONTEND_SOURCE_DIR, "build")
+
+
+class StaticHTMLTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if True:  # not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        # Copy the built core and the given task file to the target path
+        use_html_file = os.path.expanduser(self.args.blueprint["task_source"])
+
+        target_resource_dir = os.path.join(build_dir, "static")
+        file_name = os.path.basename(use_html_file)
+        target_path = os.path.join(target_resource_dir, file_name)
+        shutil.copy2(use_html_file, target_path)
+
+        # Copy over the preview file as preview.html, default to the task file if none specified
+        preview_file = self.args.blueprint.get("preview_source") or use_html_file
+        use_preview_file = os.path.expanduser(preview_file)
+
+        target_path = os.path.join(target_resource_dir, "preview.html")
+        shutil.copy2(use_preview_file, target_path)
+
+        # Copy over the onboarding file as onboarding.html if it's specified
+        onboarding_html_file = self.args.blueprint.get("onboarding_source", None)
+        if onboarding_html_file is not None:
+            onboarding_html_file = os.path.expanduser(onboarding_html_file)
+            target_path = os.path.join(target_resource_dir, "onboarding.html")
+            shutil.copy2(onboarding_html_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir")
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +
+
+
+ #   + + + class + StaticHTMLTaskBuilder(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class StaticHTMLTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, pulls the appropriate html,
+    builds the frontend (if a build doesn't already exist),
+    then puts the file into the server directory
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if True:  # not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        # Copy the built core and the given task file to the target path
+        use_html_file = os.path.expanduser(self.args.blueprint["task_source"])
+
+        target_resource_dir = os.path.join(build_dir, "static")
+        file_name = os.path.basename(use_html_file)
+        target_path = os.path.join(target_resource_dir, file_name)
+        shutil.copy2(use_html_file, target_path)
+
+        # Copy over the preview file as preview.html, default to the task file if none specified
+        preview_file = self.args.blueprint.get("preview_source") or use_html_file
+        use_preview_file = os.path.expanduser(preview_file)
+
+        target_path = os.path.join(target_resource_dir, "preview.html")
+        shutil.copy2(use_preview_file, target_path)
+
+        # Copy over the onboarding file as onboarding.html if it's specified
+        onboarding_html_file = self.args.blueprint.get("onboarding_source", None)
+        if onboarding_html_file is not None:
+            onboarding_html_file = os.path.expanduser(onboarding_html_file)
+            target_path = os.path.join(target_resource_dir, "onboarding.html")
+            shutil.copy2(onboarding_html_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir")
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a static task, pulls the appropriate html, +builds the frontend (if a build doesn't already exist), +then puts the file into the server directory

+
+ + +
+
#   + + BUILT_FILE = 'done.built' +
+ + + + +
+
+
#   + + BUILT_MESSAGE = 'built!' +
+ + + + +
+
+
#   + + + def + rebuild_core(self): +
+ +
+ View Source + 
    def rebuild_core(self):
+        """Rebuild the frontend for this task"""
+        return_dir = os.getcwd()
+        os.chdir(FRONTEND_SOURCE_DIR)
+        if os.path.exists(FRONTEND_BUILD_DIR):
+            shutil.rmtree(FRONTEND_BUILD_DIR)
+        packages_installed = subprocess.call(["npm", "install"])
+        if packages_installed != 0:
+            raise Exception(
+                "please make sure npm is installed, otherwise view "
+                "the above error for more info."
+            )
+
+        webpack_complete = subprocess.call(["npm", "run", "dev"])
+        if webpack_complete != 0:
+            raise Exception(
+                "Webpack appears to have failed to build your "
+                "frontend. See the above error for more information."
+            )
+        os.chdir(return_dir)
+
+ +
+ +

Rebuild the frontend for this task

+
+ + +
+
+
#   + + + def + build_in_dir(self, build_dir: str): +
+ +
+ View Source + 
    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        # Only build this task if it hasn't already been built
+        if True:  # not os.path.exists(FRONTEND_BUILD_DIR):
+            self.rebuild_core()
+
+        # Copy the built core and the given task file to the target path
+        use_html_file = os.path.expanduser(self.args.blueprint["task_source"])
+
+        target_resource_dir = os.path.join(build_dir, "static")
+        file_name = os.path.basename(use_html_file)
+        target_path = os.path.join(target_resource_dir, file_name)
+        shutil.copy2(use_html_file, target_path)
+
+        # Copy over the preview file as preview.html, default to the task file if none specified
+        preview_file = self.args.blueprint.get("preview_source") or use_html_file
+        use_preview_file = os.path.expanduser(preview_file)
+
+        target_path = os.path.join(target_resource_dir, "preview.html")
+        shutil.copy2(use_preview_file, target_path)
+
+        # Copy over the onboarding file as onboarding.html if it's specified
+        onboarding_html_file = self.args.blueprint.get("onboarding_source", None)
+        if onboarding_html_file is not None:
+            onboarding_html_file = os.path.expanduser(onboarding_html_file)
+            target_path = os.path.join(target_resource_dir, "onboarding.html")
+            shutil.copy2(onboarding_html_file, target_path)
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir")
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        bundle_js_file = os.path.join(FRONTEND_BUILD_DIR, "bundle.js")
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+        shutil.copy2(bundle_js_file, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Build the frontend if it doesn't exist, then copy into the server directory

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task.html new file mode 100644 index 000000000..63fcf142c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task.html @@ -0,0 +1,251 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_react_task API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_react_task

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_blueprint.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_blueprint.html new file mode 100644 index 000000000..269d03d1d --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_blueprint.html @@ -0,0 +1,878 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_react_task.static_react_blueprint API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_react_task.static_react_blueprint

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.assignment import InitializationData
+from dataclasses import dataclass, field
+from omegaconf import MISSING
+from mephisto.abstractions.blueprints.abstract.static_task.static_blueprint import (
+    StaticBlueprint,
+    StaticBlueprintArgs,
+    SharedStaticTaskState,
+)
+from mephisto.abstractions.blueprints.static_react_task.static_react_task_builder import (
+    StaticReactTaskBuilder,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+
+import os
+import time
+import csv
+
+from typing import ClassVar, List, Type, Any, Dict, Iterable, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import (
+        AgentState,
+        TaskRunner,
+        TaskBuilder,
+        SharedTaskState,
+    )
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.unit import Unit
+    from omegaconf import DictConfig
+
+BLUEPRINT_TYPE_STATIC_REACT = "static_react_task"
+
+
+@dataclass
+class StaticReactBlueprintArgs(StaticBlueprintArgs):
+    """
+    StaticReactBlueprint: Tasks launched from static blueprints need
+    a prebuilt javascript bundle containing the task. We suggest building
+    with our provided useMephistoTask hook.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_REACT
+    _group: str = field(
+        default="StaticReactBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from static blueprints need
+                a prebuilt javascript bundle containing the task. We suggest building
+                with our provided useMephistoTask hook.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+
+
+@register_mephisto_abstraction()
+class StaticReactBlueprint(StaticBlueprint):
+    """Blueprint for a task that runs off of a built react javascript bundle"""
+
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = StaticReactTaskBuilder
+    ArgsClass = StaticReactBlueprintArgs
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_STATIC_REACT
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.js_bundle = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.js_bundle):
+            raise FileNotFoundError(
+                f"Specified bundle file {self.js_bundle} was not found from {os.getcwd()}"
+            )
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that static requirements are fulfilled, and source file exists"""
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        super().assert_task_args(args, shared_state)
+
+        found_task_source = args.blueprint.task_source
+        assert (
+            found_task_source is not None
+        ), "Must provide a path to a javascript bundle in `task_source`"
+
+        found_task_path = os.path.expanduser(found_task_source)
+        assert os.path.exists(
+            found_task_path
+        ), f"Provided task source {found_task_path} does not exist."
+
+        link_task_source = args.blueprint.link_task_source
+        current_architect = args.architect._architect_type
+        allowed_architects = ["local"]
+        assert link_task_source == False or (
+            link_task_source == True and current_architect in allowed_architects
+        ), f"`link_task_source={link_task_source}` is not compatible with architect type: {args.architect._architect_type}. Please check your task configuration."
+
+ +
+ +
+
+
+ #   + + + class + StaticReactBlueprintArgs(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs): +
+ +
+ View Source + 
class StaticReactBlueprintArgs(StaticBlueprintArgs):
+    """
+    StaticReactBlueprint: Tasks launched from static blueprints need
+    a prebuilt javascript bundle containing the task. We suggest building
+    with our provided useMephistoTask hook.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_REACT
+    _group: str = field(
+        default="StaticReactBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from static blueprints need
+                a prebuilt javascript bundle containing the task. We suggest building
+                with our provided useMephistoTask hook.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+
+ +
+ +

StaticReactBlueprint: Tasks launched from static blueprints need +a prebuilt javascript bundle containing the task. We suggest building +with our provided useMephistoTask hook.

+
+ + +
+
#   + + + StaticReactBlueprintArgs( + _blueprint_type: str = 'static_react_task', + block_qualification: str = '???', + onboarding_qualification: str = '???', + _group: str = 'StaticReactBlueprint', + units_per_assignment: int = 1, + extra_source_dir: str = '???', + data_json: str = '???', + data_jsonl: str = '???', + data_csv: str = '???', + task_source: str = '???', + link_task_source: bool = False +) +
+ + + + +
+
+
#   + + task_source: str = '???' +
+ + + + +
+ +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + StaticReactBlueprint(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint): +
+ +
+ View Source + 
class StaticReactBlueprint(StaticBlueprint):
+    """Blueprint for a task that runs off of a built react javascript bundle"""
+
+    TaskBuilderClass: ClassVar[Type["TaskBuilder"]] = StaticReactTaskBuilder
+    ArgsClass = StaticReactBlueprintArgs
+    BLUEPRINT_TYPE = BLUEPRINT_TYPE_STATIC_REACT
+
+    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.js_bundle = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.js_bundle):
+            raise FileNotFoundError(
+                f"Specified bundle file {self.js_bundle} was not found from {os.getcwd()}"
+            )
+
+    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that static requirements are fulfilled, and source file exists"""
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        super().assert_task_args(args, shared_state)
+
+        found_task_source = args.blueprint.task_source
+        assert (
+            found_task_source is not None
+        ), "Must provide a path to a javascript bundle in `task_source`"
+
+        found_task_path = os.path.expanduser(found_task_source)
+        assert os.path.exists(
+            found_task_path
+        ), f"Provided task source {found_task_path} does not exist."
+
+        link_task_source = args.blueprint.link_task_source
+        current_architect = args.architect._architect_type
+        allowed_architects = ["local"]
+        assert link_task_source == False or (
+            link_task_source == True and current_architect in allowed_architects
+        ), f"`link_task_source={link_task_source}` is not compatible with architect type: {args.architect._architect_type}. Please check your task configuration."
+
+ +
+ +

Blueprint for a task that runs off of a built react javascript bundle

+
+ + +
+
#   + + + StaticReactBlueprint( + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) +
+ +
+ View Source + 
    def __init__(
+        self, task_run: "TaskRun", args: "DictConfig", shared_state: "SharedTaskState"
+    ):
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot initialize with a non-static state"
+        super().__init__(task_run, args, shared_state)
+        self.js_bundle = os.path.expanduser(args.blueprint.task_source)
+        if not os.path.exists(self.js_bundle):
+            raise FileNotFoundError(
+                f"Specified bundle file {self.js_bundle} was not found from {os.getcwd()}"
+            )
+
+ +
+ + + +
+
+
#   + + BLUEPRINT_TYPE: str = 'static_react_task' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +) -> None: +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(
+        cls, args: "DictConfig", shared_state: "SharedTaskState"
+    ) -> None:
+        """Ensure that static requirements are fulfilled, and source file exists"""
+        assert isinstance(
+            shared_state, SharedStaticTaskState
+        ), "Cannot assert args on a non-static state"
+        super().assert_task_args(args, shared_state)
+
+        found_task_source = args.blueprint.task_source
+        assert (
+            found_task_source is not None
+        ), "Must provide a path to a javascript bundle in `task_source`"
+
+        found_task_path = os.path.expanduser(found_task_source)
+        assert os.path.exists(
+            found_task_path
+        ), f"Provided task source {found_task_path} does not exist."
+
+        link_task_source = args.blueprint.link_task_source
+        current_architect = args.architect._architect_type
+        allowed_architects = ["local"]
+        assert link_task_source == False or (
+            link_task_source == True and current_architect in allowed_architects
+        ), f"`link_task_source={link_task_source}` is not compatible with architect type: {args.architect._architect_type}. Please check your task configuration."
+
+ +
+ +

Ensure that static requirements are fulfilled, and source file exists

+
+ + +
+
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + StaticReactBlueprint.TaskBuilderClass(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class StaticReactTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, puts required files into
+    the server directory for deployment.
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        target_resource_dir = os.path.join(build_dir, "static")
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        # Copy the built core and the given task file to the target path
+        use_bundle = os.path.expanduser(self.args.blueprint.task_source)
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+
+        should_link_task_source = self.args.blueprint.get("link_task_source", False)
+        if should_link_task_source:
+            os.symlink(use_bundle, target_path)
+        else:
+            shutil.copy2(use_bundle, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a static task, puts required files into +the server directory for deployment.

+
+ + +
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+ +
+
+
+
+
+ #   + + + class + StaticReactBlueprint.ArgsClass(mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs): +
+ +
+ View Source + 
class StaticReactBlueprintArgs(StaticBlueprintArgs):
+    """
+    StaticReactBlueprint: Tasks launched from static blueprints need
+    a prebuilt javascript bundle containing the task. We suggest building
+    with our provided useMephistoTask hook.
+    """
+
+    _blueprint_type: str = BLUEPRINT_TYPE_STATIC_REACT
+    _group: str = field(
+        default="StaticReactBlueprint",
+        metadata={
+            "help": """
+                Tasks launched from static blueprints need
+                a prebuilt javascript bundle containing the task. We suggest building
+                with our provided useMephistoTask hook.
+            """
+        },
+    )
+    task_source: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Path to file containing javascript bundle for the task",
+            "required": True,
+        },
+    )
+    link_task_source: bool = field(
+        default=False,
+        metadata={
+            "help": """
+                Symlinks the task_source file in your development folder to the
+                one used for the server. Useful for local development so you can run
+                a watch-based build for your task_source, allowing the UI code to
+                update without having to restart the server each time.
+            """,
+            "required": False,
+        },
+    )
+
+ +
+ +

StaticReactBlueprint: Tasks launched from static blueprints need +a prebuilt javascript bundle containing the task. We suggest building +with our provided useMephistoTask hook.

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_task_builder.html b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_task_builder.html new file mode 100644 index 000000000..f7f67f356 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/blueprints/static_react_task/static_react_task_builder.html @@ -0,0 +1,429 @@ + + + + + + + + + mephisto.abstractions.blueprints.static_react_task.static_react_task_builder API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.blueprints.static_react_task.static_react_task_builder

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.blueprint import TaskBuilder
+
+from distutils.dir_util import copy_tree
+import os
+import shutil
+
+
+class StaticReactTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, puts required files into
+    the server directory for deployment.
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        target_resource_dir = os.path.join(build_dir, "static")
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        # Copy the built core and the given task file to the target path
+        use_bundle = os.path.expanduser(self.args.blueprint.task_source)
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+
+        should_link_task_source = self.args.blueprint.get("link_task_source", False)
+        if should_link_task_source:
+            os.symlink(use_bundle, target_path)
+        else:
+            shutil.copy2(use_bundle, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +
+
+
+ #   + + + class + StaticReactTaskBuilder(mephisto.abstractions._subcomponents.task_builder.TaskBuilder): +
+ +
+ View Source + 
class StaticReactTaskBuilder(TaskBuilder):
+    """
+    Builder for a static task, puts required files into
+    the server directory for deployment.
+    """
+
+    BUILT_FILE = "done.built"
+    BUILT_MESSAGE = "built!"
+
+    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        target_resource_dir = os.path.join(build_dir, "static")
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        # Copy the built core and the given task file to the target path
+        use_bundle = os.path.expanduser(self.args.blueprint.task_source)
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+
+        should_link_task_source = self.args.blueprint.get("link_task_source", False)
+        if should_link_task_source:
+            os.symlink(use_bundle, target_path)
+        else:
+            shutil.copy2(use_bundle, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Builder for a static task, puts required files into +the server directory for deployment.

+
+ + +
+
#   + + BUILT_FILE = 'done.built' +
+ + + + +
+
+
#   + + BUILT_MESSAGE = 'built!' +
+ + + + +
+
+
#   + + + def + build_in_dir(self, build_dir: str): +
+ +
+ View Source + 
    def build_in_dir(self, build_dir: str):
+        """Build the frontend if it doesn't exist, then copy into the server directory"""
+        target_resource_dir = os.path.join(build_dir, "static")
+
+        # If any additional task files are required via a source_dir, copy those as well
+        extra_dir_path = self.args.blueprint.get("extra_source_dir", None)
+        if extra_dir_path is not None:
+            extra_dir_path = os.path.expanduser(extra_dir_path)
+            copy_tree(extra_dir_path, target_resource_dir)
+
+        # Copy the built core and the given task file to the target path
+        use_bundle = os.path.expanduser(self.args.blueprint.task_source)
+        target_path = os.path.join(target_resource_dir, "bundle.js")
+
+        should_link_task_source = self.args.blueprint.get("link_task_source", False)
+        if should_link_task_source:
+            os.symlink(use_bundle, target_path)
+        else:
+            shutil.copy2(use_bundle, target_path)
+
+        # Write a built file confirmation
+        with open(os.path.join(build_dir, self.BUILT_FILE), "w+") as built_file:
+            built_file.write(self.BUILT_MESSAGE)
+
+ +
+ +

Build the frontend if it doesn't exist, then copy into the server directory

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions._subcomponents.task_builder.TaskBuilder
+
TaskBuilder
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/crowd_provider.html b/docs/web/static/python_api/mephisto/abstractions/crowd_provider.html new file mode 100644 index 000000000..106227a94 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/crowd_provider.html @@ -0,0 +1,2295 @@ + + + + + + + + + mephisto.abstractions.crowd_provider API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.crowd_provider

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from abc import ABC, abstractmethod, abstractproperty
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.abstractions.blueprint import AgentState, SharedTaskState
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.agent import Agent
+
+from typing import List, Optional, Tuple, Dict, Any, ClassVar, Type, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+@dataclass
+class ProviderArgs:
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = MISSING
+    requester_name: str = MISSING
+
+
+class CrowdProvider(ABC):
+    """
+    Base class that defines the required functionality for
+    the mephisto system to be able to interface with an
+    external crowdsourcing vendor.
+
+    Implementing the methods within, as well as supplying
+    wrapped Unit, Requester, Worker, and Agent classes
+    should ensure support for a vendor.
+    """
+
+    PROVIDER_TYPE = "__PROVIDER_BASE_CLASS__"
+
+    UnitClass: ClassVar[Type[Unit]] = Unit
+
+    RequesterClass: ClassVar[Type[Requester]] = Requester
+
+    WorkerClass: ClassVar[Type[Worker]] = Worker
+
+    AgentClass: ClassVar[Type[Agent]] = Agent
+
+    ArgsClass: ClassVar[Type[ProviderArgs]] = ProviderArgs
+
+    def __init__(self, db: "MephistoDB"):
+        """
+        Crowd provider classes should keep as much of their state
+        as possible in their non-python datastore. This way
+        the system can work even after shutdowns, and the
+        state of the system can be managed or observed from
+        other processes.
+
+        In order to set up a datastore, init should check to see
+        if one is already set (using get_datastore_for_provider)
+        and use that one if available, otherwise make a new one
+        and register it with the database.
+        """
+        self.db = db
+        if db.has_datastore_for_provider(self.PROVIDER_TYPE):
+            self.datastore = db.get_datastore_for_provider(self.PROVIDER_TYPE)
+        else:
+            self.datastore_root = db.get_db_path_for_provider(self.PROVIDER_TYPE)
+            self.datastore = self.initialize_provider_datastore(self.datastore_root)
+            db.set_datastore_for_provider(self.PROVIDER_TYPE, self.datastore)
+
+    @classmethod
+    def is_sandbox(cls) -> bool:
+        """Determine if the given crowd provider is a sandbox provider"""
+        return cls.RequesterClass.is_sandbox()
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        return
+
+    @classmethod
+    @abstractmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        Do whatever is required to initialize this provider insofar
+        as setting up local or external state is required to ensure
+        that this vendor is usable.
+
+        Local data storage should be put into the given root path.
+
+        This method should return the local data storage component that
+        is required to do any object initialization, as it will be available
+        from the MephistoDB in a db.get_provider_datastore(PROVIDER_TYPE).
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """
+        Setup any required resources for managing any additional resources
+        surrounding a specific task run.
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """
+        Destroy any resources set up specifically for this task run
+        """
+        raise NotImplementedError()
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """
+        Remove the linked qualification from the crowdprovider if it exists
+        """
+        return None
+
+ +
+ +
+
+
+ #   + + + class + ProviderArgs: +
+ +
+ View Source + 
class ProviderArgs:
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = MISSING
+    requester_name: str = MISSING
+
+ +
+ +

Base class for arguments to configure Crowd Providers

+
+ + +
+
#   + + + ProviderArgs(_provider_type: str = '???', requester_name: str = '???') +
+ + + + +
+
+
#   + + requester_name: str = '???' +
+ + + + +
+
+
+
+ #   + + + class + CrowdProvider(abc.ABC): +
+ +
+ View Source + 
class CrowdProvider(ABC):
+    """
+    Base class that defines the required functionality for
+    the mephisto system to be able to interface with an
+    external crowdsourcing vendor.
+
+    Implementing the methods within, as well as supplying
+    wrapped Unit, Requester, Worker, and Agent classes
+    should ensure support for a vendor.
+    """
+
+    PROVIDER_TYPE = "__PROVIDER_BASE_CLASS__"
+
+    UnitClass: ClassVar[Type[Unit]] = Unit
+
+    RequesterClass: ClassVar[Type[Requester]] = Requester
+
+    WorkerClass: ClassVar[Type[Worker]] = Worker
+
+    AgentClass: ClassVar[Type[Agent]] = Agent
+
+    ArgsClass: ClassVar[Type[ProviderArgs]] = ProviderArgs
+
+    def __init__(self, db: "MephistoDB"):
+        """
+        Crowd provider classes should keep as much of their state
+        as possible in their non-python datastore. This way
+        the system can work even after shutdowns, and the
+        state of the system can be managed or observed from
+        other processes.
+
+        In order to set up a datastore, init should check to see
+        if one is already set (using get_datastore_for_provider)
+        and use that one if available, otherwise make a new one
+        and register it with the database.
+        """
+        self.db = db
+        if db.has_datastore_for_provider(self.PROVIDER_TYPE):
+            self.datastore = db.get_datastore_for_provider(self.PROVIDER_TYPE)
+        else:
+            self.datastore_root = db.get_db_path_for_provider(self.PROVIDER_TYPE)
+            self.datastore = self.initialize_provider_datastore(self.datastore_root)
+            db.set_datastore_for_provider(self.PROVIDER_TYPE, self.datastore)
+
+    @classmethod
+    def is_sandbox(cls) -> bool:
+        """Determine if the given crowd provider is a sandbox provider"""
+        return cls.RequesterClass.is_sandbox()
+
+    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        return
+
+    @classmethod
+    @abstractmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        raise NotImplementedError
+
+    @abstractmethod
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        Do whatever is required to initialize this provider insofar
+        as setting up local or external state is required to ensure
+        that this vendor is usable.
+
+        Local data storage should be put into the given root path.
+
+        This method should return the local data storage component that
+        is required to do any object initialization, as it will be available
+        from the MephistoDB in a db.get_provider_datastore(PROVIDER_TYPE).
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """
+        Setup any required resources for managing any additional resources
+        surrounding a specific task run.
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """
+        Destroy any resources set up specifically for this task run
+        """
+        raise NotImplementedError()
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """
+        Remove the linked qualification from the crowdprovider if it exists
+        """
+        return None
+
+ +
+ +

Base class that defines the required functionality for +the mephisto system to be able to interface with an +external crowdsourcing vendor.

+ +

Implementing the methods within, as well as supplying +wrapped Unit, Requester, Worker, and Agent classes +should ensure support for a vendor.

+
+ + +
+
#   + + + CrowdProvider(db: mephisto.abstractions.database.MephistoDB) +
+ +
+ View Source + 
    def __init__(self, db: "MephistoDB"):
+        """
+        Crowd provider classes should keep as much of their state
+        as possible in their non-python datastore. This way
+        the system can work even after shutdowns, and the
+        state of the system can be managed or observed from
+        other processes.
+
+        In order to set up a datastore, init should check to see
+        if one is already set (using get_datastore_for_provider)
+        and use that one if available, otherwise make a new one
+        and register it with the database.
+        """
+        self.db = db
+        if db.has_datastore_for_provider(self.PROVIDER_TYPE):
+            self.datastore = db.get_datastore_for_provider(self.PROVIDER_TYPE)
+        else:
+            self.datastore_root = db.get_db_path_for_provider(self.PROVIDER_TYPE)
+            self.datastore = self.initialize_provider_datastore(self.datastore_root)
+            db.set_datastore_for_provider(self.PROVIDER_TYPE, self.datastore)
+
+ +
+ +

Crowd provider classes should keep as much of their state +as possible in their non-python datastore. This way +the system can work even after shutdowns, and the +state of the system can be managed or observed from +other processes.

+ +

In order to set up a datastore, init should check to see +if one is already set (using get_datastore_for_provider) +and use that one if available, otherwise make a new one +and register it with the database.

+
+ + +
+
+
#   + + PROVIDER_TYPE = '__PROVIDER_BASE_CLASS__' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + is_sandbox(cls) -> bool: +
+ +
+ View Source + 
    @classmethod
+    def is_sandbox(cls) -> bool:
+        """Determine if the given crowd provider is a sandbox provider"""
+        return cls.RequesterClass.is_sandbox()
+
+ +
+ +

Determine if the given crowd provider is a sandbox provider

+
+ + +
+
+
#   + +
@classmethod
+ + def + assert_task_args( + cls, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState +): +
+ +
+ View Source + 
    @classmethod
+    def assert_task_args(cls, args: DictConfig, shared_state: "SharedTaskState"):
+        """
+        Assert that the provided arguments are valid. Should
+        fail if a task launched with these arguments would
+        not work
+        """
+        return
+
+ +
+ +

Assert that the provided arguments are valid. Should +fail if a task launched with these arguments would +not work

+
+ + +
+
+
#   + +
@classmethod
+
@abstractmethod
+ + def + get_wrapper_js_path(cls): +
+ +
+ View Source + 
    @classmethod
+    @abstractmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        raise NotImplementedError
+
+ +
+ +

Return the path to the wrap_crowd_source.js file for this +provider to be deployed to the server

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + initialize_provider_datastore(self, storage_path: str) -> Any: +
+ +
+ View Source + 
    @abstractmethod
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        Do whatever is required to initialize this provider insofar
+        as setting up local or external state is required to ensure
+        that this vendor is usable.
+
+        Local data storage should be put into the given root path.
+
+        This method should return the local data storage component that
+        is required to do any object initialization, as it will be available
+        from the MephistoDB in a db.get_provider_datastore(PROVIDER_TYPE).
+        """
+        raise NotImplementedError()
+
+ +
+ +

Do whatever is required to initialize this provider insofar +as setting up local or external state is required to ensure +that this vendor is usable.

+ +

Local data storage should be put into the given root path.

+ +

This method should return the local data storage component that +is required to do any object initialization, as it will be available +from the MephistoDB in a db.get_provider_datastore(PROVIDER_TYPE).

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + setup_resources_for_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + server_url: str +) -> None: +
+ +
+ View Source + 
    @abstractmethod
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: DictConfig,
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """
+        Setup any required resources for managing any additional resources
+        surrounding a specific task run.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Setup any required resources for managing any additional resources +surrounding a specific task run.

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + cleanup_resources_from_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + server_url: str +) -> None: +
+ +
+ View Source + 
    @abstractmethod
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """
+        Destroy any resources set up specifically for this task run
+        """
+        raise NotImplementedError()
+
+ +
+ +

Destroy any resources set up specifically for this task run

+
+ + +
+
+
#   + + + def + cleanup_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def cleanup_qualification(self, qualification_name: str) -> None:
+        """
+        Remove the linked qualification from the crowdprovider if it exists
+        """
+        return None
+
+ +
+ +

Remove the linked qualification from the crowdprovider if it exists

+
+ + +
+
+
+
+ #   + + + class + CrowdProvider.UnitClass(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Unit(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Unit and data model access via ...Unit(db, id) is "
+                "now deprecated in favor of calling Unit.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_unit(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["unit_id"]
+        self.assignment_id: str = row["assignment_id"]
+        self.unit_index: int = row["unit_index"]
+        self.pay_amount: float = row["pay_amount"]
+        self.agent_id: Optional[str] = row["agent_id"]
+        self.provider_type: str = row["provider_type"]
+        self.db_status: str = row["status"]
+        self.task_type: str = row["task_type"]
+        self.task_id: str = row["task_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.requester_id: str = row["requester_id"]
+        self.worker_id: str = row["worker_id"]
+
+        # Deferred loading of related entities
+        self.__task: Optional["Task"] = None
+        self.__task_run: Optional["TaskRun"] = None
+        self.__assignment: Optional["Assignment"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__agent: Optional["Agent"] = None
+        self.__worker: Optional["Worker"] = None
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_crowd_provider_class(self) -> Type["CrowdProvider"]:
+        """Get the CrowdProvider class that manages this Unit"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        return get_crowd_provider_from_type(self.provider_type)
+
+    def get_assignment_data(self) -> "InitializationData":
+        """Return the specific assignment data for this assignment"""
+        return self.get_assignment().get_assignment_data()
+
+    def sync_status(self) -> None:
+        """
+        Ensure that the queried status from this unit and the db status
+        are up to date
+        """
+        # TODO(#102) this will need to be run periodically/on crashes
+        # to sync any lost state
+        self.set_db_status(self.get_status())
+
+    def get_db_status(self) -> str:
+        """
+        Return the status as currently stored in the database
+        """
+        if self.db_status in AssignmentState.final_unit():
+            return self.db_status
+        row = self.db.get_unit(self.db_id)
+        assert row is not None, f"Unit {self.db_id} stopped existing in the db..."
+        return row["status"]
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        assert (
+            status in AssignmentState.valid_unit()
+        ), f"{status} not valid Assignment Status, not in {AssignmentState.valid_unit()}"
+        if status == self.db_status:
+            return
+        logger.debug(f"Updating status for {self} to {status}")
+        ACTIVE_UNIT_STATUSES.labels(
+            status=self.db_status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).inc()
+        self.db_status = status
+        self.db.update_unit(self.db_id, status=status)
+
+    def _mark_agent_assignment(self) -> None:
+        """Special helper to mark the transition from LAUNCHED to ASSIGNED"""
+        assert (
+            self.db_status == AssignmentState.LAUNCHED
+        ), "can only mark LAUNCHED units"
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.LAUNCHED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.ASSIGNED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).inc()
+
+    def get_assignment(self) -> "Assignment":
+        """
+        Return the assignment that this Unit is part of.
+        """
+        if self.__assignment is None:
+            from mephisto.data_model.assignment import Assignment
+
+            self.__assignment = Assignment.get(self.db, self.assignment_id)
+        return self.__assignment
+
+    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            if self.__assignment is not None:
+                self.__task_run = self.__assignment.get_task_run()
+            else:
+                self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+    def get_task(self) -> Task:
+        """
+        Return the task that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__assignment is not None:
+                self.__task = self.__assignment.get_task()
+            elif self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_requester(self) -> "Requester":
+        """
+        Return the requester who offered this Unit
+        """
+        if self.__requester is None:
+            if self.__assignment is not None:
+                self.__requester = self.__assignment.get_requester()
+            elif self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def clear_assigned_agent(self) -> None:
+        """Clear the agent that is assigned to this unit"""
+        logger.debug(f"Clearing assigned agent {self.agent_id} from {self}")
+        self.db.clear_unit_agent_assignment(self.db_id)
+        self.get_task_run().clear_reservation(self)
+        self.agent_id = None
+        self.__agent = None
+
+    def get_assigned_agent(self) -> Optional[Agent]:
+        """
+        Get the agent assigned to this Unit if there is one, else return None
+        """
+        # In these statuses, we know the agent isn't changing anymore, and thus will
+        # not need to be re-queried
+        if self.db_status in AssignmentState.final_unit():
+            if self.agent_id is None:
+                return None
+            return Agent.get(self.db, self.agent_id)
+
+        # Query the database to get the most up-to-date assignment, as this can
+        # change after instantiation if the Unit status isn't final
+        unit_copy = Unit.get(self.db, self.db_id)
+        self.agent_id = unit_copy.agent_id
+        if self.agent_id is not None:
+            return Agent.get(self.db, self.agent_id)
+        return None
+
+    @staticmethod
+    def _register_unit(
+        db: "MephistoDB",
+        assignment: "Assignment",
+        index: int,
+        pay_amount: float,
+        provider_type: str,
+    ) -> "Unit":
+        """
+        Create an entry for this unit in the database
+        """
+        db_id = db.new_unit(
+            assignment.task_id,
+            assignment.task_run_id,
+            assignment.requester_id,
+            assignment.db_id,
+            index,
+            pay_amount,
+            provider_type,
+            assignment.task_type,
+            sandbox=assignment.sandbox,
+        )
+        unit = Unit.get(db, db_id)
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.CREATED, unit_type=INDEX_TO_TYPE_MAP[index]
+        ).inc()
+        logger.debug(f"Registered new unit {unit} for {assignment}.")
+        return unit
+
+    def get_pay_amount(self) -> float:
+        """
+        Return the amount that this Unit is costing against the budget,
+        calculating additional fees as relevant
+        """
+        return self.pay_amount
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes may need to override the following
+
+    def get_status(self) -> str:
+        """
+        Get the status of this unit, as determined by whether there's
+        a worker working on it at the moment, and any other possible states. Should
+        return one of UNIT_STATUSES
+
+        Accurate status is crowd-provider dependent, and thus this method should be
+        defined in the child class to ensure that the local record matches
+        the ground truth in the provider
+        """
+        from mephisto.abstractions.blueprint import AgentState
+
+        db_status = self.db_status
+
+        # Expiration is a terminal state, and shouldn't be changed
+        if db_status == AssignmentState.EXPIRED:
+            return db_status
+
+        computed_status = AssignmentState.LAUNCHED
+
+        agent = self.get_assigned_agent()
+        if agent is None:
+            row = self.db.get_unit(self.db_id)
+            computed_status = row["status"]
+        else:
+            agent_status = agent.get_status()
+            if agent_status == AgentState.STATUS_NONE:
+                computed_status = AssignmentState.LAUNCHED
+            elif agent_status in [
+                AgentState.STATUS_ACCEPTED,
+                AgentState.STATUS_ONBOARDING,
+                AgentState.STATUS_PARTNER_DISCONNECT,
+                AgentState.STATUS_WAITING,
+                AgentState.STATUS_IN_TASK,
+            ]:
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status in [AgentState.STATUS_COMPLETED]:
+                computed_status = AssignmentState.COMPLETED
+            elif agent_status in [AgentState.STATUS_SOFT_REJECTED]:
+                computed_status = AssignmentState.SOFT_REJECTED
+            elif agent_status in [AgentState.STATUS_EXPIRED]:
+                computed_status = AssignmentState.EXPIRED
+            elif agent_status in [
+                AgentState.STATUS_DISCONNECT,
+                AgentState.STATUS_RETURNED,
+                AgentState.STATUS_TIMEOUT,
+            ]:
+                # Still assigned, as we expect the task launcher to explicitly
+                # update our status to expired or to remove the agent
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status == AgentState.STATUS_APPROVED:
+                computed_status = AssignmentState.ACCEPTED
+            elif agent_status == AgentState.STATUS_REJECTED:
+                computed_status = AssignmentState.REJECTED
+
+        if computed_status != db_status:
+            self.set_db_status(computed_status)
+
+        return computed_status
+
+    # Children classes should implement the below methods
+
+    def launch(self, task_url: str) -> None:
+        """
+        Make this Unit available on the crowdsourcing vendor. Depending on
+        the task type, this could mean a number of different setup steps.
+
+        Some crowd providers require setting up a configuration for the
+        very first launch, and this method should call a helper to manage
+        that step if necessary.
+        """
+        raise NotImplementedError()
+
+    def expire(self) -> float:
+        """
+        Expire this unit, removing it from being workable on the vendor.
+        Return the maximum time needed to wait before we know it's taken down.
+        """
+        raise NotImplementedError()
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """
+        Create a Unit for the given assignment
+
+        Implementation should return the result of _register_unit when sure the unit
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+ +

It should be extended for usage with a specific crowd provider

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + CrowdProvider.RequesterClass(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Requester(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass: ClassVar[Type["RequesterArgs"]] = RequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Requester and data model access via Requester(db, id) is "
+                "now deprecated in favor of calling Requester.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_requester(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["requester_id"]
+        self.provider_type: str = row["provider_type"]
+        self.requester_name: str = row["requester_name"]
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_task_runs(self) -> List["TaskRun"]:
+        """
+        Return the list of task runs that are run by this requester
+        """
+        return self.db.find_task_runs(requester_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent by this requester
+        across all tasks.
+        """
+        task_runs = self.db.find_task_runs(requester_id=self.db_id)
+        total_spend = 0.0
+        for run in task_runs:
+            total_spend += run.get_total_spend()
+        return total_spend
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """
+        Determine if this is a requester on a sandbox/test account
+        """
+        return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    @staticmethod
+    def _register_requester(
+        db: "MephistoDB", requester_id: str, provider_type: str
+    ) -> "Requester":
+        """
+        Create an entry for this requester in the database
+        """
+        db_id = db.new_requester(requester_id, provider_type)
+        requester = Requester.get(db, db_id)
+        logger.debug(f"Registered new requester {requester}")
+        return requester
+
+    # Children classes should implement the following methods
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+
+        Should throw an exception if something is wrong with provided registration arguments.
+        """
+        raise NotImplementedError()
+
+    def is_registered(self) -> bool:
+        """Check to see if this requester has already been registered"""
+        raise NotImplementedError()
+
+    def get_available_budget(self) -> float:
+        """
+        Return the funds that this requester profile has available for usage with
+        its crowdsourcing vendor
+        """
+        raise NotImplementedError()
+
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Produce a dict of this requester and important features for json serialization
+        """
+        return {
+            "requester_id": self.db_id,
+            "provider_type": self.provider_type,
+            "requester_name": self.requester_name,
+            "registered": self.is_registered(),
+        }
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        """
+        Try to create a new requester by this name, raise an exception if
+        the name already exists.
+
+        Implementation should call _register_requester(db, requester_id) when sure the requester
+        can be successfully created to have it put into the db and return the result.
+        """
+        raise NotImplementedError()
+
+ +
+ +

High level class representing a requester on some kind of crowd provider. Sets some default +initializations, but mostly should be extended by the specific requesters for crowd providers +with whatever implementation details are required to get those to work.

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + CrowdProvider.WorkerClass(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Worker(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Worker and data model access via ...Worker(db, id) is "
+                "now deprecated in favor of calling Worker.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_worker(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["worker_id"]
+        self.provider_type = row["provider_type"]
+        self.worker_name = row["worker_name"]
+        # TODO(#568) Do we want any other attributes here?
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    # TODO(#568) make getters for helpful worker statistics
+
+    def get_agents(self, status: Optional[str] = None) -> List["Agent"]:
+        """
+        Get the list of agents that this worker was responsible for, by the given status
+        if needed
+        """
+        assert status is None or status in AgentState.valid(), "Invalid agent status"
+        return self.db.find_agents(worker_id=self.db_id, status=status)
+
+    @staticmethod
+    def _register_worker(
+        db: "MephistoDB", worker_name: str, provider_type: str
+    ) -> "Worker":
+        """
+        Create an entry for this worker in the database
+        """
+        db_id = db.new_worker(worker_name, provider_type)
+        worker = Worker.get(db, db_id)
+        logger.debug(f"Registered new worker {worker}")
+        return worker
+
+    @classmethod
+    def new_from_provider_data(
+        cls, db: "MephistoDB", creation_data: Dict[str, Any]
+    ) -> "Worker":
+        """
+        Given the parameters passed through wrap_crowd_source.js, construct
+        a new worker
+
+        Basic case simply takes the worker id and registers it
+        """
+        return cls.new(db, creation_data["worker_name"])
+
+    def get_granted_qualification(
+        self, qualification_name: str
+    ) -> Optional["GrantedQualification"]:
+        """Return the granted qualification for this worker for the given name"""
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            return None
+        qualification = found_qualifications[0]
+        granted_qualifications = self.db.check_granted_qualifications(
+            qualification.db_id, self.db_id
+        )
+        if len(granted_qualifications) == 0:
+            return None
+        return granted_qualifications[0]
+
+    def is_disqualified(self, qualification_name: str):
+        """
+        Find out if the given worker has been disqualified by the given qualification
+
+        Returns True if the qualification exists and has a falsey value
+        Returns False if the qualification doesn't exist or has a truthy value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return not qualification.value
+
+    def is_qualified(self, qualification_name: str):
+        """
+        Find out if the given worker has qualified by the given qualification
+
+        Returns True if the qualification exists and is truthy value
+        Returns False if the qualification doesn't exist or falsey value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return bool(qualification.value)
+
+    def revoke_qualification(self, qualification_name) -> bool:
+        """
+        Remove this user's qualification if it exists
+
+        Returns True if removal happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        granted_qualification = self.get_granted_qualification(qualification_name)
+        if granted_qualification is None:
+            return False
+
+        logger.debug(f"Revoking qualification {qualification_name} from worker {self}.")
+        self.db.revoke_qualification(granted_qualification.qualification_id, self.db_id)
+        try:
+            self.revoke_crowd_qualification(qualification_name)
+            return True
+        except Exception as e:
+            logger.exception(
+                f"Found error while trying to revoke qualification: {repr(e)}",
+                exc_info=True,
+            )
+            return False
+        return True
+
+    def grant_qualification(
+        self, qualification_name: str, value: int = 1, skip_crowd=False
+    ):
+        """
+        Grant a positive or negative qualification to this worker
+
+        Returns True if granting happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            raise Exception(
+                f"No qualification by the name {qualification_name} found in the db"
+            )
+
+        logger.debug(
+            f"Granting worker {self} qualification {qualification_name}: {value}"
+        )
+        qualification = found_qualifications[0]
+        self.db.grant_qualification(qualification.db_id, self.db_id, value=value)
+        if not skip_crowd:
+            try:
+                self.grant_crowd_qualification(qualification_name, value)
+                return True
+            except Exception as e:
+                logger.exception(
+                    f"Found error while trying to grant qualification: {repr(e)}",
+                    exc_info=True,
+                )
+                return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    # Children classes can implement the following methods
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be granted
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be revoked
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    # Children classes should implement the following methods
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        raise NotImplementedError()
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        raise NotImplementedError()
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason"""
+        raise NotImplementedError()
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        raise NotImplementedError()
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        raise NotImplementedError()
+
+    def register(self, args: Optional[Dict[str, str]] = None) -> None:
+        """Register this worker with the crowdprovider, if necessary"""
+        pass
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_name: str) -> "Worker":
+        """
+        Create a new worker attached to the given identifier, assuming it doesn't already
+        exist in the database.
+
+        Implementation should return the result of _register_worker when sure the worker
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + CrowdProvider.AgentClass(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Agent(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Agent and data model access via ...Agent(db, id) was "
+                "now deprecated in favor of calling Agent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.unit_id: str = row["unit_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.assignment_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._unit: Optional["Unit"] = None
+        self._assignment: Optional["Assignment"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization is deferred
+        self._state = None  # type: ignore
+
+    @property
+    def state(self) -> "AgentState":
+        if self._state is None:
+            self._state = AgentState(self)  # type: ignore
+        return cast("AgentState", self._state)
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+    def get_agent_id(self) -> str:
+        """Return this agent's id"""
+        return self.db_id
+
+    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+    def get_unit(self) -> "Unit":
+        """
+        Return the Unit that this agent is working on.
+        """
+        if self._unit is None:
+            from mephisto.data_model.unit import Unit
+
+            self._unit = Unit.get(self.db, self.unit_id)
+        return self._unit
+
+    def get_assignment(self) -> "Assignment":
+        """Return the assignment this agent is working on"""
+        if self._assignment is None:
+            if self._unit is not None:
+                self._assignment = self._unit.get_assignment()
+            else:
+                from mephisto.data_model.assignment import Assignment
+
+                self._assignment = Assignment.get(self.db, self.assignment_id)
+        return self._assignment
+
+    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            if self._unit is not None:
+                self._task_run = self._unit.get_task_run()
+            elif self._assignment is not None:
+                self._task_run = self._assignment.get_task_run()
+            else:
+                from mephisto.data_model.task_run import TaskRun
+
+                self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._unit is not None:
+                self._task = self._unit.get_task()
+            elif self._assignment is not None:
+                self._task = self._assignment.get_task()
+            elif self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        assignment_dir = self.get_assignment().get_data_dir()
+        return os.path.join(assignment_dir, self.db_id)
+
+    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.push_status_update(self)
+            )
+        if new_status in [
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+        ]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+            if old_status == AgentState.STATUS_WAITING:
+                # Waiting agents' unit can be reassigned, as no work
+                # has been done yet.
+                unit = self.get_unit()
+                logger.debug(f"Clearing {self} from {unit} for update to {new_status}")
+                unit.clear_assigned_agent()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="main").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="main").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(worker_id=self.worker_id, agent_type="main").dec()
+
+    @staticmethod
+    def _register_agent(
+        db: "MephistoDB", worker: Worker, unit: "Unit", provider_type: str
+    ) -> "Agent":
+        """
+        Create this agent in the mephisto db with the correct setup
+        """
+        unit._mark_agent_assignment()
+        db_id = db.new_agent(
+            worker.db_id,
+            unit.db_id,
+            unit.task_id,
+            unit.task_run_id,
+            unit.assignment_id,
+            unit.task_type,
+            provider_type,
+        )
+        a = Agent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="main"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="main").inc()
+        logger.debug(f"Registered new agent {a} for {unit}.")
+        a.update_status(AgentState.STATUS_ACCEPTED)
+        return a
+
+    # Specialized child cases may need to implement the following
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: Worker,
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        agent = cls.new(db, worker, unit)
+        unit.worker_id = worker.db_id
+        agent._unit = unit
+        return agent
+
+    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            # various disconnect cases
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if self._associated_live_run is not None:
+                    live_run = self.get_live_run()
+                    live_run.loop_wrap.execute_coro(
+                        live_run.worker_pool.push_status_update(self)
+                    )
+            self.db_status = row["status"]
+        return self.db_status
+
+    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes should implement the following methods
+
+    def approve_work(self) -> None:
+        """Approve the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def soft_reject_work(self) -> None:
+        """
+        Pay a worker for attempted work, but mark it as below the
+        quality bar for this assignment
+        """
+        # TODO(OWN) extend this method to assign a soft block
+        # qualification automatically if a threshold of
+        # soft rejects as a proportion of total accepts
+        # is exceeded
+        self.approve_work()
+        self.update_status(AgentState.STATUS_SOFT_REJECTED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def mark_done(self) -> None:
+        """
+        Take any required step with the crowd_provider to ensure that
+        the worker can submit their work and be marked as complete via
+        a call to get_status
+        """
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, unit: "Unit") -> "Agent":
+        """
+        Create an agent for this worker to be used for work on the given Unit.
+
+        Implementation should return the result of _register_agent when sure the agent
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + CrowdProvider.ArgsClass: +
+ +
+ View Source + 
class ProviderArgs:
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = MISSING
+    requester_name: str = MISSING
+
+ +
+ +

Base class for arguments to configure Crowd Providers

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/database.html b/docs/web/static/python_api/mephisto/abstractions/database.html new file mode 100644 index 000000000..4b38315d8 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/database.html @@ -0,0 +1,4349 @@ + + + + + + + + + mephisto.abstractions.database API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.database

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import os
+import sqlite3
+from prometheus_client import Histogram  # type: ignore
+
+from abc import ABC, abstractmethod
+from mephisto.utils.dirs import get_data_dir
+from mephisto.operations.registry import (
+    get_crowd_provider_from_type,
+    get_valid_provider_types,
+)
+from typing import Mapping, Optional, Any, List, Dict
+from mephisto.data_model.agent import Agent, OnboardingAgent
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.assignment import Assignment
+from mephisto.data_model.project import Project
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.qualification import Qualification, GrantedQualification
+
+
+# TODO(#101) investigate cursors for DB queries as the project scales
+
+
+class MephistoDBException(Exception):
+    pass
+
+
+class EntryAlreadyExistsException(MephistoDBException):
+    pass
+
+
+class EntryDoesNotExistException(MephistoDBException):
+    pass
+
+
+# Initialize histogram for database latency
+DATABASE_LATENCY = Histogram(
+    "database_latency_seconds", "Logging for db requests", ["method"]
+)
+# Need all the specific decorators b/c cascading is not allowed in decorators
+# thanks to https://mail.python.org/pipermail/python-dev/2004-August/046711.html
+NEW_PROJECT_LATENCY = DATABASE_LATENCY.labels(method="new_project")
+GET_PROJECT_LATENCY = DATABASE_LATENCY.labels(method="get_project")
+FIND_PROJECTS_LATENCY = DATABASE_LATENCY.labels(method="find_projects")
+NEW_TASK_LATENCY = DATABASE_LATENCY.labels(method="new_task")
+GET_TASK_LATENCY = DATABASE_LATENCY.labels(method="get_task")
+FIND_TASKS_LATENCY = DATABASE_LATENCY.labels(method="find_tasks")
+UPDATE_TASK_LATENCY = DATABASE_LATENCY.labels(method="update_task")
+NEW_TASK_RUN_LATENCY = DATABASE_LATENCY.labels(method="new_task_run")
+GET_TASK_RUN_LATENCY = DATABASE_LATENCY.labels(method="get_task_run")
+FIND_TASK_RUNS_LATENCY = DATABASE_LATENCY.labels(method="find_task_runs")
+UPDATE_TASK_RUN_LATENCY = DATABASE_LATENCY.labels(method="update_task_run")
+NEW_ASSIGNMENT_LATENCY = DATABASE_LATENCY.labels(method="new_assignment")
+GET_ASSIGNMENT_LATENCY = DATABASE_LATENCY.labels(method="get_assignment")
+FIND_ASSIGNMENTS_LATENCY = DATABASE_LATENCY.labels(method="find_assignments")
+NEW_UNIT_LATENCY = DATABASE_LATENCY.labels(method="new_unit")
+GET_UNIT_LATENCY = DATABASE_LATENCY.labels(method="get_unit")
+FIND_UNITS_LATENCY = DATABASE_LATENCY.labels(method="find_units")
+UPDATE_UNIT_LATENCY = DATABASE_LATENCY.labels(method="update_unit")
+NEW_REQUESTER_LATENCY = DATABASE_LATENCY.labels(method="new_requester")
+GET_REQUESTER_LATENCY = DATABASE_LATENCY.labels(method="get_requester")
+FIND_REQUESTERS_LATENCY = DATABASE_LATENCY.labels(method="find_requesters")
+NEW_WORKER_LATENCY = DATABASE_LATENCY.labels(method="new_worker")
+GET_WORKER_LATENCY = DATABASE_LATENCY.labels(method="get_worker")
+FIND_WORKERS_LATENCY = DATABASE_LATENCY.labels(method="find_workers")
+NEW_AGENT_LATENCY = DATABASE_LATENCY.labels(method="new_agent")
+GET_AGENT_LATENCY = DATABASE_LATENCY.labels(method="get_agent")
+FIND_AGENTS_LATENCY = DATABASE_LATENCY.labels(method="find_agents")
+UPDATE_AGENT_LATENCY = DATABASE_LATENCY.labels(method="update_agent")
+CLEAR_UNIT_AGENT_ASSIGNMENT_LATENCY = DATABASE_LATENCY.labels(
+    method="clear_unit_agent_assignment"
+)
+NEW_ONBOARDING_AGENT_LATENCY = DATABASE_LATENCY.labels(method="new_onboarding_agent")
+GET_ONBOARDING_AGENT_LATENCY = DATABASE_LATENCY.labels(method="get_onboarding_agent")
+FIND_ONBOARDING_AGENTS_LATENCY = DATABASE_LATENCY.labels(
+    method="find_onboarding_agents"
+)
+UPDATE_ONBOARDING_AGENT_LATENCY = DATABASE_LATENCY.labels(
+    method="update_onboarding_agent"
+)
+MAKE_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(method="make_qualification")
+GET_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(method="get_qualification")
+FIND_QUALIFICATIONS_LATENCY = DATABASE_LATENCY.labels(method="find_qualifications")
+DELETE_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(method="delete_qualification")
+GRANT_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(method="grant_qualification")
+CHECK_GRANTED_QUALIFICATIONS_LATENCY = DATABASE_LATENCY.labels(
+    method="check_granted_qualifications"
+)
+GET_GRANTED_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(
+    method="get_granted_qualification"
+)
+REVOKE_QUALIFICATION_LATENCY = DATABASE_LATENCY.labels(method="revoke_qualification")
+
+
+class MephistoDB(ABC):
+    """
+    Provides the interface for all queries that are necessary for the Mephisto
+    architecture to run as expected. All other databases should implement
+    these methods to be used as the database that backs Mephisto.
+
+    By default, we use a LocalMesphistoDB located at `mephisto/data/database.db`
+    """
+
+    def __init__(self, database_path=None):
+        """Ensure the database is set up and ready to handle data"""
+        if database_path is None:
+            database_path = os.path.join(get_data_dir(), "database.db")
+        self.db_path = database_path
+        self.db_root = os.path.dirname(self.db_path)
+        self.init_tables()
+        self.__provider_datastores: Dict[str, Any] = {}
+
+    def get_db_path_for_provider(self, provider_type) -> str:
+        """Get the path to store data for a specific provider in"""
+        database_root = os.path.dirname(self.db_path)
+        provider_root = os.path.join(database_root, provider_type)
+        os.makedirs(provider_root, exist_ok=True)
+        return provider_root
+
+    def has_datastore_for_provider(self, provider_type: str) -> bool:
+        """Determine if a datastore has been registered for the given provider"""
+        return provider_type in self.__provider_datastores
+
+    def get_datastore_for_provider(self, provider_type: str) -> Any:
+        """Get the provider datastore registered with this db"""
+        if provider_type not in self.__provider_datastores:
+            # Register this provider for usage now
+            ProviderClass = get_crowd_provider_from_type(provider_type)
+            provider = ProviderClass(self)
+        return self.__provider_datastores.get(provider_type)
+
+    def set_datastore_for_provider(self, provider_type: str, datastore: Any) -> None:
+        """Set the provider datastore registered with this db"""
+        self.__provider_datastores[provider_type] = datastore
+
+    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        return None
+
+    def cache_result(self, target_cls, value) -> None:
+        """Opportunity to store the result class from a load"""
+        return None
+
+    @abstractmethod
+    def shutdown(self) -> None:
+        """Do whatever is required to close this database's resources"""
+        raise NotImplementedError()
+
+    @abstractmethod
+    def init_tables(self) -> None:
+        """
+        Initialize any tables that may be required to run this database. If this is an expensive
+        operation, check to see if they already exist before trying to initialize
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def _new_project(self, project_name: str) -> str:
+        """new_project implementation"""
+        raise NotImplementedError()
+
+    @NEW_PROJECT_LATENCY.time()
+    def new_project(self, project_name: str) -> str:
+        """
+        Create a new project with the given project name. Raise EntryAlreadyExistsException if a project
+        with this name has already been created.
+
+        Project names are permanent, as changing directories later is painful.
+        """
+        return self._new_project(project_name=project_name)
+
+    @abstractmethod
+    def _get_project(self, project_id: str) -> Mapping[str, Any]:
+        """get_project implementation"""
+        raise NotImplementedError()
+
+    @GET_PROJECT_LATENCY.time()
+    def get_project(self, project_id: str) -> Mapping[str, Any]:
+        """
+        Return project's fields by the given project_id, raise EntryDoesNotExistException if no id exists
+        in projects
+
+        See Project for the expected returned mapping's fields
+        """
+        return self._get_project(project_id=project_id)
+
+    @abstractmethod
+    def _find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """find_projects implementation"""
+        raise NotImplementedError()
+
+    @FIND_PROJECTS_LATENCY.time()
+    def find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """
+        Try to find any project that matches the above. When called with no arguments,
+        return all projects.
+        """
+        return self._find_projects(project_name=project_name)
+
+    @abstractmethod
+    def _new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """new_task implementation"""
+        raise NotImplementedError()
+
+    @NEW_TASK_LATENCY.time()
+    def new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """
+        Create a new task with the given task name. Raise EntryAlreadyExistsException if a task
+        with this name has already been created.
+        """
+        return self._new_task(
+            task_name=task_name, task_type=task_type, project_id=project_id
+        )
+
+    @abstractmethod
+    def _get_task(self, task_id: str) -> Mapping[str, Any]:
+        """get_task implementation"""
+        raise NotImplementedError()
+
+    @GET_TASK_LATENCY.time()
+    def get_task(self, task_id: str) -> Mapping[str, Any]:
+        """
+        Return task's fields by task_id, raise EntryDoesNotExistException if no id exists
+        in tasks
+
+        See Task for the expected fields for the returned mapping
+        """
+        return self._get_task(task_id=task_id)
+
+    @abstractmethod
+    def _find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """find_tasks implementation"""
+        raise NotImplementedError()
+
+    @FIND_TASKS_LATENCY.time()
+    def find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_tasks(task_name=task_name, project_id=project_id)
+
+    @abstractmethod
+    def _update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """update_task implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_TASK_LATENCY.time()
+    def update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+
+        Should only be runable if no runs have been created for this task
+        """
+        self._update_task(task_id=task_id, task_name=task_name, project_id=project_id)
+
+    @abstractmethod
+    def _new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_task_run implementation"""
+        raise NotImplementedError()
+
+    @NEW_TASK_RUN_LATENCY.time()
+    def new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new task_run for the given task.
+
+        Once a run is created, it should no longer be altered. The assignments and
+        subassignments depend on the data set up within, as the launched task
+        cannot be replaced and the requester can not be swapped mid-run.
+        """
+        return self._new_task_run(
+            task_id=task_id,
+            requester_id=requester_id,
+            init_params=init_params,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """get_task_run implementation"""
+        raise NotImplementedError()
+
+    @GET_TASK_RUN_LATENCY.time()
+    def get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """
+        Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists
+        in task_runs.
+
+        See TaskRun for the expected fields to populate in the returned mapping
+        """
+        return self._get_task_run(task_run_id=task_run_id)
+
+    @abstractmethod
+    def _find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """find_task_runs implementation"""
+        raise NotImplementedError()
+
+    @FIND_TASK_RUNS_LATENCY.time()
+    def find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """
+        Try to find any task_run that matches the above. When called with no arguments,
+        return all task_runs.
+        """
+        return self._find_task_runs(
+            task_id=task_id, requester_id=requester_id, is_completed=is_completed
+        )
+
+    @abstractmethod
+    def _update_task_run(self, task_run_id: str, is_completed: bool):
+        """update_task_run implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_TASK_RUN_LATENCY.time()
+    def update_task_run(self, task_run_id: str, is_completed: bool):
+        """
+        Update a task run. At the moment, can only update completion status
+        """
+        return self._update_task_run(task_run_id=task_run_id, is_completed=is_completed)
+
+    @abstractmethod
+    def _new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_assignment implementation"""
+        raise NotImplementedError()
+
+    @NEW_ASSIGNMENT_LATENCY.time()
+    def new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new assignment for the given task
+
+        Assignments should not be edited or altered once created
+        """
+        return self._new_assignment(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """get_assignment implementation"""
+        raise NotImplementedError()
+
+    @GET_ASSIGNMENT_LATENCY.time()
+    def get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """
+        Return assignment's fields by assignment_id, raise EntryDoesNotExistException if
+        no id exists in tasks
+
+        See Assignment for the expected fields for the returned mapping
+        """
+        return self._get_assignment(assignment_id=assignment_id)
+
+    @abstractmethod
+    def _find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """find_assignments implementation"""
+        raise NotImplementedError()
+
+    @FIND_ASSIGNMENTS_LATENCY.time()
+    def find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_assignments(
+            task_run_id=task_run_id,
+            task_id=task_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_unit implementation"""
+        raise NotImplementedError()
+
+    @NEW_UNIT_LATENCY.time()
+    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        return self._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """get_unit implementation"""
+        raise NotImplementedError()
+
+    @GET_UNIT_LATENCY.time()
+    def get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """
+        Return unit's fields by unit_id, raise EntryDoesNotExistException
+        if no id exists in units
+
+        See unit for the expected fields for the returned mapping
+        """
+        return self._get_unit(unit_id=unit_id)
+
+    @abstractmethod
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """find_units implementation"""
+        raise NotImplementedError()
+
+    @FIND_UNITS_LATENCY.time()
+    def find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Try to find any unit that matches the above. When called with no arguments,
+        return all units.
+        """
+        return self._find_units(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            provider_type=provider_type,
+            task_type=task_type,
+            agent_id=agent_id,
+            worker_id=worker_id,
+            sandbox=sandbox,
+            status=status,
+        )
+
+    @abstractmethod
+    def _clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """clear_unit_agent_assignment implementation"""
+        raise NotImplementedError()
+
+    @CLEAR_UNIT_AGENT_ASSIGNMENT_LATENCY.time()
+    def clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """
+        Update the given unit by removing the agent that is assigned to it, thus updating
+        the status to assignable.
+        """
+        return self._clear_unit_agent_assignment(unit_id=unit_id)
+
+    @abstractmethod
+    def _update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """update_unit implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_UNIT_LATENCY.time()
+    def update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_unit(unit_id=unit_id, status=status)
+
+    @abstractmethod
+    def _new_requester(self, requester_name: str, provider_type: str) -> str:
+        """new_requester implementation"""
+        raise NotImplementedError()
+
+    @NEW_REQUESTER_LATENCY.time()
+    def new_requester(self, requester_name: str, provider_type: str) -> str:
+        """
+        Create a new requester with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a requester with this name
+        """
+        return self._new_requester(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+    @abstractmethod
+    def _get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """get_requester implementation"""
+        raise NotImplementedError()
+
+    @GET_REQUESTER_LATENCY.time()
+    def get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """
+        Return requester's fields by requester_id, raise EntryDoesNotExistException
+        if no id exists in requesters
+
+        See requester for the expected fields for the returned mapping
+        """
+        return self._get_requester(requester_id=requester_id)
+
+    @abstractmethod
+    def _find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """find_requesters implementation"""
+        raise NotImplementedError()
+
+    @FIND_REQUESTERS_LATENCY.time()
+    def find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """
+        Try to find any requester that matches the above. When called with no arguments,
+        return all requesters.
+        """
+        return self._find_requesters(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+    @abstractmethod
+    def _new_worker(self, worker_name: str, provider_type: str) -> str:
+        """new_worker implementation"""
+        raise NotImplementedError()
+
+    @NEW_WORKER_LATENCY.time()
+    def new_worker(self, worker_name: str, provider_type: str) -> str:
+        """
+        Create a new worker with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a worker with this name
+
+        worker_name should be the unique identifier by which the crowd provider
+        is using to keep track of this worker
+        """
+        return self._new_worker(worker_name=worker_name, provider_type=provider_type)
+
+    @abstractmethod
+    def _get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """get_worker implementation"""
+        raise NotImplementedError()
+
+    @GET_WORKER_LATENCY.time()
+    def get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """
+        Return worker's fields by worker_id, raise EntryDoesNotExistException
+        if no id exists in workers
+
+        See worker for the expected fields for the returned mapping
+        """
+        return self._get_worker(worker_id=worker_id)
+
+    @abstractmethod
+    def _find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """find_workers implementation"""
+        raise NotImplementedError()
+
+    @FIND_WORKERS_LATENCY.time()
+    def find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """
+        Try to find any worker that matches the above. When called with no arguments,
+        return all workers.
+        """
+        return self._find_workers(worker_name=worker_name, provider_type=provider_type)
+
+    @abstractmethod
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """new_agent implementation"""
+        raise NotImplementedError()
+
+    @NEW_AGENT_LATENCY.time()
+    def new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_agent(
+            worker_id=worker_id,
+            unit_id=unit_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+    @abstractmethod
+    def _get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """get_agent implementation"""
+        raise NotImplementedError()
+
+    @GET_AGENT_LATENCY.time()
+    def get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """
+        Return agent's fields by agent_id, raise EntryDoesNotExistException
+        if no id exists in agents
+
+        See Agent for the expected fields for the returned mapping
+        """
+        return self._get_agent(agent_id=agent_id)
+
+    @abstractmethod
+    def _update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """update_agent implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_AGENT_LATENCY.time()
+    def update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_agent(agent_id=agent_id, status=status)
+
+    @abstractmethod
+    def _find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """find_agents implementation"""
+        raise NotImplementedError()
+
+    @FIND_AGENTS_LATENCY.time()
+    def find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """
+        Try to find any agent that matches the above. When called with no arguments,
+        return all agents.
+        """
+        return self._find_agents(
+            status=status,
+            unit_id=unit_id,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+    @abstractmethod
+    def _new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """new_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @NEW_ONBOARDING_AGENT_LATENCY.time()
+    def new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_onboarding_agent(
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+    @abstractmethod
+    def _get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """get_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @GET_ONBOARDING_AGENT_LATENCY.time()
+    def get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """
+        Return onboarding agent's fields by onboarding_agent_id, raise
+        EntryDoesNotExistException if no id exists in onboarding_agents
+
+        See OnboardingAgent for the expected fields for the returned mapping
+        """
+        return self._get_onboarding_agent(onboarding_agent_id=onboarding_agent_id)
+
+    @abstractmethod
+    def _update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """update_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_ONBOARDING_AGENT_LATENCY.time()
+    def update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given onboarding agent with the given parameters if possible,
+        raise appropriate exception otherwise.
+        """
+        return self._update_onboarding_agent(
+            onboarding_agent_id=onboarding_agent_id, status=status
+        )
+
+    @abstractmethod
+    def _find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """find_onboarding_agents implementation"""
+        raise NotImplementedError()
+
+    @FIND_ONBOARDING_AGENTS_LATENCY.time()
+    def find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """
+        Try to find any onboarding agent that matches the above. When called with no arguments,
+        return all onboarding agents.
+        """
+        return self._find_onboarding_agents(
+            status=status,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+    @abstractmethod
+    def _make_qualification(self, qualification_name: str) -> str:
+        """make_qualification implementation"""
+        raise NotImplementedError()
+
+    @MAKE_QUALIFICATION_LATENCY.time()
+    def make_qualification(self, qualification_name: str) -> str:
+        """
+        Make a new qualification, throws an error if a qualification by the given name
+        already exists. Return the id for the qualification.
+        """
+        return self._make_qualification(qualification_name=qualification_name)
+
+    @abstractmethod
+    def _find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """find_qualifications implementation"""
+        raise NotImplementedError()
+
+    @FIND_QUALIFICATIONS_LATENCY.time()
+    def find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """
+        Find a qualification. If no name is supplied, returns all qualifications.
+        """
+        return self._find_qualifications(qualification_name=qualification_name)
+
+    @abstractmethod
+    def _get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """get_qualification implementation"""
+        raise NotImplementedError()
+
+    @GET_QUALIFICATION_LATENCY.time()
+    def get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """
+        Return qualification's fields by qualification_id, raise
+        EntryDoesNotExistException if no id exists in qualifications
+
+        See Qualification for the expected fields for the returned mapping
+        """
+        return self._get_qualification(qualification_id=qualification_id)
+
+    @abstractmethod
+    def _delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        raise NotImplementedError()
+
+    @DELETE_QUALIFICATION_LATENCY.time()
+    def delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        self._delete_qualification(qualification_name)
+        for crowd_provider_name in get_valid_provider_types():
+            ProviderClass = get_crowd_provider_from_type(crowd_provider_name)
+            provider = ProviderClass(self)
+            provider.cleanup_qualification(qualification_name)
+
+    @abstractmethod
+    def _grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """grant_qualification implementation"""
+        raise NotImplementedError()
+
+    @GRANT_QUALIFICATION_LATENCY.time()
+    def grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """
+        Grant a worker the given qualification. Update the qualification value if it
+        already exists
+        """
+        return self._grant_qualification(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+    @abstractmethod
+    def _check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """check_granted_qualifications implementation"""
+        raise NotImplementedError()
+
+    @CHECK_GRANTED_QUALIFICATIONS_LATENCY.time()
+    def check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """
+        Find granted qualifications that match the given specifications
+        """
+        return self._check_granted_qualifications(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+    @abstractmethod
+    def _get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """get_granted_qualification implementation"""
+        raise NotImplementedError()
+
+    @GET_GRANTED_QUALIFICATION_LATENCY.time()
+    def get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Return the granted qualification in the database between the given
+        worker and qualification id
+
+        See GrantedQualification for the expected fields for the returned mapping
+        """
+        return self._get_granted_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+    @abstractmethod
+    def _revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """revoke_qualification implementation"""
+        raise NotImplementedError()
+
+    @REVOKE_QUALIFICATION_LATENCY.time()
+    def revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """
+        Remove the given qualification from the given worker
+        """
+        return self._revoke_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+ +
+ +
+
+
+ #   + + + class + MephistoDBException(builtins.Exception): +
+ +
+ View Source + 
class MephistoDBException(Exception):
+    pass
+
+ +
+ +

Common base class for all non-exit exceptions.

+
+ + +
+
Inherited Members
+
+
builtins.Exception
+
Exception
+ +
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + EntryAlreadyExistsException(MephistoDBException): +
+ +
+ View Source + 
class EntryAlreadyExistsException(MephistoDBException):
+    pass
+
+ +
+ +

Common base class for all non-exit exceptions.

+
+ + +
+
Inherited Members
+
+
builtins.Exception
+
Exception
+ +
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + EntryDoesNotExistException(MephistoDBException): +
+ +
+ View Source + 
class EntryDoesNotExistException(MephistoDBException):
+    pass
+
+ +
+ +

Common base class for all non-exit exceptions.

+
+ + +
+
Inherited Members
+
+
builtins.Exception
+
Exception
+ +
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + MephistoDB(abc.ABC): +
+ +
+ View Source + 
class MephistoDB(ABC):
+    """
+    Provides the interface for all queries that are necessary for the Mephisto
+    architecture to run as expected. All other databases should implement
+    these methods to be used as the database that backs Mephisto.
+
+    By default, we use a LocalMesphistoDB located at `mephisto/data/database.db`
+    """
+
+    def __init__(self, database_path=None):
+        """Ensure the database is set up and ready to handle data"""
+        if database_path is None:
+            database_path = os.path.join(get_data_dir(), "database.db")
+        self.db_path = database_path
+        self.db_root = os.path.dirname(self.db_path)
+        self.init_tables()
+        self.__provider_datastores: Dict[str, Any] = {}
+
+    def get_db_path_for_provider(self, provider_type) -> str:
+        """Get the path to store data for a specific provider in"""
+        database_root = os.path.dirname(self.db_path)
+        provider_root = os.path.join(database_root, provider_type)
+        os.makedirs(provider_root, exist_ok=True)
+        return provider_root
+
+    def has_datastore_for_provider(self, provider_type: str) -> bool:
+        """Determine if a datastore has been registered for the given provider"""
+        return provider_type in self.__provider_datastores
+
+    def get_datastore_for_provider(self, provider_type: str) -> Any:
+        """Get the provider datastore registered with this db"""
+        if provider_type not in self.__provider_datastores:
+            # Register this provider for usage now
+            ProviderClass = get_crowd_provider_from_type(provider_type)
+            provider = ProviderClass(self)
+        return self.__provider_datastores.get(provider_type)
+
+    def set_datastore_for_provider(self, provider_type: str, datastore: Any) -> None:
+        """Set the provider datastore registered with this db"""
+        self.__provider_datastores[provider_type] = datastore
+
+    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        return None
+
+    def cache_result(self, target_cls, value) -> None:
+        """Opportunity to store the result class from a load"""
+        return None
+
+    @abstractmethod
+    def shutdown(self) -> None:
+        """Do whatever is required to close this database's resources"""
+        raise NotImplementedError()
+
+    @abstractmethod
+    def init_tables(self) -> None:
+        """
+        Initialize any tables that may be required to run this database. If this is an expensive
+        operation, check to see if they already exist before trying to initialize
+        """
+        raise NotImplementedError()
+
+    @abstractmethod
+    def _new_project(self, project_name: str) -> str:
+        """new_project implementation"""
+        raise NotImplementedError()
+
+    @NEW_PROJECT_LATENCY.time()
+    def new_project(self, project_name: str) -> str:
+        """
+        Create a new project with the given project name. Raise EntryAlreadyExistsException if a project
+        with this name has already been created.
+
+        Project names are permanent, as changing directories later is painful.
+        """
+        return self._new_project(project_name=project_name)
+
+    @abstractmethod
+    def _get_project(self, project_id: str) -> Mapping[str, Any]:
+        """get_project implementation"""
+        raise NotImplementedError()
+
+    @GET_PROJECT_LATENCY.time()
+    def get_project(self, project_id: str) -> Mapping[str, Any]:
+        """
+        Return project's fields by the given project_id, raise EntryDoesNotExistException if no id exists
+        in projects
+
+        See Project for the expected returned mapping's fields
+        """
+        return self._get_project(project_id=project_id)
+
+    @abstractmethod
+    def _find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """find_projects implementation"""
+        raise NotImplementedError()
+
+    @FIND_PROJECTS_LATENCY.time()
+    def find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """
+        Try to find any project that matches the above. When called with no arguments,
+        return all projects.
+        """
+        return self._find_projects(project_name=project_name)
+
+    @abstractmethod
+    def _new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """new_task implementation"""
+        raise NotImplementedError()
+
+    @NEW_TASK_LATENCY.time()
+    def new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """
+        Create a new task with the given task name. Raise EntryAlreadyExistsException if a task
+        with this name has already been created.
+        """
+        return self._new_task(
+            task_name=task_name, task_type=task_type, project_id=project_id
+        )
+
+    @abstractmethod
+    def _get_task(self, task_id: str) -> Mapping[str, Any]:
+        """get_task implementation"""
+        raise NotImplementedError()
+
+    @GET_TASK_LATENCY.time()
+    def get_task(self, task_id: str) -> Mapping[str, Any]:
+        """
+        Return task's fields by task_id, raise EntryDoesNotExistException if no id exists
+        in tasks
+
+        See Task for the expected fields for the returned mapping
+        """
+        return self._get_task(task_id=task_id)
+
+    @abstractmethod
+    def _find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """find_tasks implementation"""
+        raise NotImplementedError()
+
+    @FIND_TASKS_LATENCY.time()
+    def find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_tasks(task_name=task_name, project_id=project_id)
+
+    @abstractmethod
+    def _update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """update_task implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_TASK_LATENCY.time()
+    def update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+
+        Should only be runable if no runs have been created for this task
+        """
+        self._update_task(task_id=task_id, task_name=task_name, project_id=project_id)
+
+    @abstractmethod
+    def _new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_task_run implementation"""
+        raise NotImplementedError()
+
+    @NEW_TASK_RUN_LATENCY.time()
+    def new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new task_run for the given task.
+
+        Once a run is created, it should no longer be altered. The assignments and
+        subassignments depend on the data set up within, as the launched task
+        cannot be replaced and the requester can not be swapped mid-run.
+        """
+        return self._new_task_run(
+            task_id=task_id,
+            requester_id=requester_id,
+            init_params=init_params,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """get_task_run implementation"""
+        raise NotImplementedError()
+
+    @GET_TASK_RUN_LATENCY.time()
+    def get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """
+        Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists
+        in task_runs.
+
+        See TaskRun for the expected fields to populate in the returned mapping
+        """
+        return self._get_task_run(task_run_id=task_run_id)
+
+    @abstractmethod
+    def _find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """find_task_runs implementation"""
+        raise NotImplementedError()
+
+    @FIND_TASK_RUNS_LATENCY.time()
+    def find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """
+        Try to find any task_run that matches the above. When called with no arguments,
+        return all task_runs.
+        """
+        return self._find_task_runs(
+            task_id=task_id, requester_id=requester_id, is_completed=is_completed
+        )
+
+    @abstractmethod
+    def _update_task_run(self, task_run_id: str, is_completed: bool):
+        """update_task_run implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_TASK_RUN_LATENCY.time()
+    def update_task_run(self, task_run_id: str, is_completed: bool):
+        """
+        Update a task run. At the moment, can only update completion status
+        """
+        return self._update_task_run(task_run_id=task_run_id, is_completed=is_completed)
+
+    @abstractmethod
+    def _new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_assignment implementation"""
+        raise NotImplementedError()
+
+    @NEW_ASSIGNMENT_LATENCY.time()
+    def new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new assignment for the given task
+
+        Assignments should not be edited or altered once created
+        """
+        return self._new_assignment(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """get_assignment implementation"""
+        raise NotImplementedError()
+
+    @GET_ASSIGNMENT_LATENCY.time()
+    def get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """
+        Return assignment's fields by assignment_id, raise EntryDoesNotExistException if
+        no id exists in tasks
+
+        See Assignment for the expected fields for the returned mapping
+        """
+        return self._get_assignment(assignment_id=assignment_id)
+
+    @abstractmethod
+    def _find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """find_assignments implementation"""
+        raise NotImplementedError()
+
+    @FIND_ASSIGNMENTS_LATENCY.time()
+    def find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_assignments(
+            task_run_id=task_run_id,
+            task_id=task_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """new_unit implementation"""
+        raise NotImplementedError()
+
+    @NEW_UNIT_LATENCY.time()
+    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        return self._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+    @abstractmethod
+    def _get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """get_unit implementation"""
+        raise NotImplementedError()
+
+    @GET_UNIT_LATENCY.time()
+    def get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """
+        Return unit's fields by unit_id, raise EntryDoesNotExistException
+        if no id exists in units
+
+        See unit for the expected fields for the returned mapping
+        """
+        return self._get_unit(unit_id=unit_id)
+
+    @abstractmethod
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """find_units implementation"""
+        raise NotImplementedError()
+
+    @FIND_UNITS_LATENCY.time()
+    def find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Try to find any unit that matches the above. When called with no arguments,
+        return all units.
+        """
+        return self._find_units(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            provider_type=provider_type,
+            task_type=task_type,
+            agent_id=agent_id,
+            worker_id=worker_id,
+            sandbox=sandbox,
+            status=status,
+        )
+
+    @abstractmethod
+    def _clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """clear_unit_agent_assignment implementation"""
+        raise NotImplementedError()
+
+    @CLEAR_UNIT_AGENT_ASSIGNMENT_LATENCY.time()
+    def clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """
+        Update the given unit by removing the agent that is assigned to it, thus updating
+        the status to assignable.
+        """
+        return self._clear_unit_agent_assignment(unit_id=unit_id)
+
+    @abstractmethod
+    def _update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """update_unit implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_UNIT_LATENCY.time()
+    def update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_unit(unit_id=unit_id, status=status)
+
+    @abstractmethod
+    def _new_requester(self, requester_name: str, provider_type: str) -> str:
+        """new_requester implementation"""
+        raise NotImplementedError()
+
+    @NEW_REQUESTER_LATENCY.time()
+    def new_requester(self, requester_name: str, provider_type: str) -> str:
+        """
+        Create a new requester with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a requester with this name
+        """
+        return self._new_requester(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+    @abstractmethod
+    def _get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """get_requester implementation"""
+        raise NotImplementedError()
+
+    @GET_REQUESTER_LATENCY.time()
+    def get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """
+        Return requester's fields by requester_id, raise EntryDoesNotExistException
+        if no id exists in requesters
+
+        See requester for the expected fields for the returned mapping
+        """
+        return self._get_requester(requester_id=requester_id)
+
+    @abstractmethod
+    def _find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """find_requesters implementation"""
+        raise NotImplementedError()
+
+    @FIND_REQUESTERS_LATENCY.time()
+    def find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """
+        Try to find any requester that matches the above. When called with no arguments,
+        return all requesters.
+        """
+        return self._find_requesters(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+    @abstractmethod
+    def _new_worker(self, worker_name: str, provider_type: str) -> str:
+        """new_worker implementation"""
+        raise NotImplementedError()
+
+    @NEW_WORKER_LATENCY.time()
+    def new_worker(self, worker_name: str, provider_type: str) -> str:
+        """
+        Create a new worker with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a worker with this name
+
+        worker_name should be the unique identifier by which the crowd provider
+        is using to keep track of this worker
+        """
+        return self._new_worker(worker_name=worker_name, provider_type=provider_type)
+
+    @abstractmethod
+    def _get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """get_worker implementation"""
+        raise NotImplementedError()
+
+    @GET_WORKER_LATENCY.time()
+    def get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """
+        Return worker's fields by worker_id, raise EntryDoesNotExistException
+        if no id exists in workers
+
+        See worker for the expected fields for the returned mapping
+        """
+        return self._get_worker(worker_id=worker_id)
+
+    @abstractmethod
+    def _find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """find_workers implementation"""
+        raise NotImplementedError()
+
+    @FIND_WORKERS_LATENCY.time()
+    def find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """
+        Try to find any worker that matches the above. When called with no arguments,
+        return all workers.
+        """
+        return self._find_workers(worker_name=worker_name, provider_type=provider_type)
+
+    @abstractmethod
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """new_agent implementation"""
+        raise NotImplementedError()
+
+    @NEW_AGENT_LATENCY.time()
+    def new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_agent(
+            worker_id=worker_id,
+            unit_id=unit_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+    @abstractmethod
+    def _get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """get_agent implementation"""
+        raise NotImplementedError()
+
+    @GET_AGENT_LATENCY.time()
+    def get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """
+        Return agent's fields by agent_id, raise EntryDoesNotExistException
+        if no id exists in agents
+
+        See Agent for the expected fields for the returned mapping
+        """
+        return self._get_agent(agent_id=agent_id)
+
+    @abstractmethod
+    def _update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """update_agent implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_AGENT_LATENCY.time()
+    def update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_agent(agent_id=agent_id, status=status)
+
+    @abstractmethod
+    def _find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """find_agents implementation"""
+        raise NotImplementedError()
+
+    @FIND_AGENTS_LATENCY.time()
+    def find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """
+        Try to find any agent that matches the above. When called with no arguments,
+        return all agents.
+        """
+        return self._find_agents(
+            status=status,
+            unit_id=unit_id,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+    @abstractmethod
+    def _new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """new_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @NEW_ONBOARDING_AGENT_LATENCY.time()
+    def new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_onboarding_agent(
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+    @abstractmethod
+    def _get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """get_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @GET_ONBOARDING_AGENT_LATENCY.time()
+    def get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """
+        Return onboarding agent's fields by onboarding_agent_id, raise
+        EntryDoesNotExistException if no id exists in onboarding_agents
+
+        See OnboardingAgent for the expected fields for the returned mapping
+        """
+        return self._get_onboarding_agent(onboarding_agent_id=onboarding_agent_id)
+
+    @abstractmethod
+    def _update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """update_onboarding_agent implementation"""
+        raise NotImplementedError()
+
+    @UPDATE_ONBOARDING_AGENT_LATENCY.time()
+    def update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given onboarding agent with the given parameters if possible,
+        raise appropriate exception otherwise.
+        """
+        return self._update_onboarding_agent(
+            onboarding_agent_id=onboarding_agent_id, status=status
+        )
+
+    @abstractmethod
+    def _find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """find_onboarding_agents implementation"""
+        raise NotImplementedError()
+
+    @FIND_ONBOARDING_AGENTS_LATENCY.time()
+    def find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """
+        Try to find any onboarding agent that matches the above. When called with no arguments,
+        return all onboarding agents.
+        """
+        return self._find_onboarding_agents(
+            status=status,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+    @abstractmethod
+    def _make_qualification(self, qualification_name: str) -> str:
+        """make_qualification implementation"""
+        raise NotImplementedError()
+
+    @MAKE_QUALIFICATION_LATENCY.time()
+    def make_qualification(self, qualification_name: str) -> str:
+        """
+        Make a new qualification, throws an error if a qualification by the given name
+        already exists. Return the id for the qualification.
+        """
+        return self._make_qualification(qualification_name=qualification_name)
+
+    @abstractmethod
+    def _find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """find_qualifications implementation"""
+        raise NotImplementedError()
+
+    @FIND_QUALIFICATIONS_LATENCY.time()
+    def find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """
+        Find a qualification. If no name is supplied, returns all qualifications.
+        """
+        return self._find_qualifications(qualification_name=qualification_name)
+
+    @abstractmethod
+    def _get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """get_qualification implementation"""
+        raise NotImplementedError()
+
+    @GET_QUALIFICATION_LATENCY.time()
+    def get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """
+        Return qualification's fields by qualification_id, raise
+        EntryDoesNotExistException if no id exists in qualifications
+
+        See Qualification for the expected fields for the returned mapping
+        """
+        return self._get_qualification(qualification_id=qualification_id)
+
+    @abstractmethod
+    def _delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        raise NotImplementedError()
+
+    @DELETE_QUALIFICATION_LATENCY.time()
+    def delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        self._delete_qualification(qualification_name)
+        for crowd_provider_name in get_valid_provider_types():
+            ProviderClass = get_crowd_provider_from_type(crowd_provider_name)
+            provider = ProviderClass(self)
+            provider.cleanup_qualification(qualification_name)
+
+    @abstractmethod
+    def _grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """grant_qualification implementation"""
+        raise NotImplementedError()
+
+    @GRANT_QUALIFICATION_LATENCY.time()
+    def grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """
+        Grant a worker the given qualification. Update the qualification value if it
+        already exists
+        """
+        return self._grant_qualification(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+    @abstractmethod
+    def _check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """check_granted_qualifications implementation"""
+        raise NotImplementedError()
+
+    @CHECK_GRANTED_QUALIFICATIONS_LATENCY.time()
+    def check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """
+        Find granted qualifications that match the given specifications
+        """
+        return self._check_granted_qualifications(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+    @abstractmethod
+    def _get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """get_granted_qualification implementation"""
+        raise NotImplementedError()
+
+    @GET_GRANTED_QUALIFICATION_LATENCY.time()
+    def get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Return the granted qualification in the database between the given
+        worker and qualification id
+
+        See GrantedQualification for the expected fields for the returned mapping
+        """
+        return self._get_granted_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+    @abstractmethod
+    def _revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """revoke_qualification implementation"""
+        raise NotImplementedError()
+
+    @REVOKE_QUALIFICATION_LATENCY.time()
+    def revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """
+        Remove the given qualification from the given worker
+        """
+        return self._revoke_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+ +
+ +

Provides the interface for all queries that are necessary for the Mephisto +architecture to run as expected. All other databases should implement +these methods to be used as the database that backs Mephisto.

+ +

By default, we use a LocalMesphistoDB located at mephisto/data/database.db

+
+ + +
+
#   + + + MephistoDB(database_path=None) +
+ +
+ View Source + 
    def __init__(self, database_path=None):
+        """Ensure the database is set up and ready to handle data"""
+        if database_path is None:
+            database_path = os.path.join(get_data_dir(), "database.db")
+        self.db_path = database_path
+        self.db_root = os.path.dirname(self.db_path)
+        self.init_tables()
+        self.__provider_datastores: Dict[str, Any] = {}
+
+ +
+ +

Ensure the database is set up and ready to handle data

+
+ + +
+
+
#   + + + def + get_db_path_for_provider(self, provider_type) -> str: +
+ +
+ View Source + 
    def get_db_path_for_provider(self, provider_type) -> str:
+        """Get the path to store data for a specific provider in"""
+        database_root = os.path.dirname(self.db_path)
+        provider_root = os.path.join(database_root, provider_type)
+        os.makedirs(provider_root, exist_ok=True)
+        return provider_root
+
+ +
+ +

Get the path to store data for a specific provider in

+
+ + +
+
+
#   + + + def + has_datastore_for_provider(self, provider_type: str) -> bool: +
+ +
+ View Source + 
    def has_datastore_for_provider(self, provider_type: str) -> bool:
+        """Determine if a datastore has been registered for the given provider"""
+        return provider_type in self.__provider_datastores
+
+ +
+ +

Determine if a datastore has been registered for the given provider

+
+ + +
+
+
#   + + + def + get_datastore_for_provider(self, provider_type: str) -> Any: +
+ +
+ View Source + 
    def get_datastore_for_provider(self, provider_type: str) -> Any:
+        """Get the provider datastore registered with this db"""
+        if provider_type not in self.__provider_datastores:
+            # Register this provider for usage now
+            ProviderClass = get_crowd_provider_from_type(provider_type)
+            provider = ProviderClass(self)
+        return self.__provider_datastores.get(provider_type)
+
+ +
+ +

Get the provider datastore registered with this db

+
+ + +
+
+
#   + + + def + set_datastore_for_provider(self, provider_type: str, datastore: Any) -> None: +
+ +
+ View Source + 
    def set_datastore_for_provider(self, provider_type: str, datastore: Any) -> None:
+        """Set the provider datastore registered with this db"""
+        self.__provider_datastores[provider_type] = datastore
+
+ +
+ +

Set the provider datastore registered with this db

+
+ + +
+
+
#   + + + def + optimized_load( + self, + target_cls, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None +): +
+ +
+ View Source + 
    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        return None
+
+ +
+ +

Load the given class in an optimized fashion, if this DB has a more +efficient way of storing and managing the data

+
+ + +
+
+
#   + + + def + cache_result(self, target_cls, value) -> None: +
+ +
+ View Source + 
    def cache_result(self, target_cls, value) -> None:
+        """Opportunity to store the result class from a load"""
+        return None
+
+ +
+ +

Opportunity to store the result class from a load

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + shutdown(self) -> None: +
+ +
+ View Source + 
    @abstractmethod
+    def shutdown(self) -> None:
+        """Do whatever is required to close this database's resources"""
+        raise NotImplementedError()
+
+ +
+ +

Do whatever is required to close this database's resources

+
+ + +
+
+
#   + +
@abstractmethod
+ + def + init_tables(self) -> None: +
+ +
+ View Source + 
    @abstractmethod
+    def init_tables(self) -> None:
+        """
+        Initialize any tables that may be required to run this database. If this is an expensive
+        operation, check to see if they already exist before trying to initialize
+        """
+        raise NotImplementedError()
+
+ +
+ +

Initialize any tables that may be required to run this database. If this is an expensive +operation, check to see if they already exist before trying to initialize

+
+ + +
+
+
#   + +
@NEW_PROJECT_LATENCY.time()
+ + def + new_project(self, project_name: str) -> str: +
+ +
+ View Source + 
    @NEW_PROJECT_LATENCY.time()
+    def new_project(self, project_name: str) -> str:
+        """
+        Create a new project with the given project name. Raise EntryAlreadyExistsException if a project
+        with this name has already been created.
+
+        Project names are permanent, as changing directories later is painful.
+        """
+        return self._new_project(project_name=project_name)
+
+ +
+ +

Create a new project with the given project name. Raise EntryAlreadyExistsException if a project +with this name has already been created.

+ +

Project names are permanent, as changing directories later is painful.

+
+ + +
+
+
#   + +
@GET_PROJECT_LATENCY.time()
+ + def + get_project(self, project_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_PROJECT_LATENCY.time()
+    def get_project(self, project_id: str) -> Mapping[str, Any]:
+        """
+        Return project's fields by the given project_id, raise EntryDoesNotExistException if no id exists
+        in projects
+
+        See Project for the expected returned mapping's fields
+        """
+        return self._get_project(project_id=project_id)
+
+ +
+ +

Return project's fields by the given project_id, raise EntryDoesNotExistException if no id exists +in projects

+ +

See Project for the expected returned mapping's fields

+
+ + +
+
+
#   + +
@FIND_PROJECTS_LATENCY.time()
+ + def + find_projects( + self, + project_name: Union[str, NoneType] = None +) -> List[mephisto.data_model.project.Project]: +
+ +
+ View Source + 
    @FIND_PROJECTS_LATENCY.time()
+    def find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """
+        Try to find any project that matches the above. When called with no arguments,
+        return all projects.
+        """
+        return self._find_projects(project_name=project_name)
+
+ +
+ +

Try to find any project that matches the above. When called with no arguments, +return all projects.

+
+ + +
+
+
#   + +
@NEW_TASK_LATENCY.time()
+ + def + new_task( + self, + task_name: str, + task_type: str, + project_id: Union[str, NoneType] = None +) -> str: +
+ +
+ View Source + 
    @NEW_TASK_LATENCY.time()
+    def new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """
+        Create a new task with the given task name. Raise EntryAlreadyExistsException if a task
+        with this name has already been created.
+        """
+        return self._new_task(
+            task_name=task_name, task_type=task_type, project_id=project_id
+        )
+
+ +
+ +

Create a new task with the given task name. Raise EntryAlreadyExistsException if a task +with this name has already been created.

+
+ + +
+
+
#   + +
@GET_TASK_LATENCY.time()
+ + def + get_task(self, task_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_TASK_LATENCY.time()
+    def get_task(self, task_id: str) -> Mapping[str, Any]:
+        """
+        Return task's fields by task_id, raise EntryDoesNotExistException if no id exists
+        in tasks
+
+        See Task for the expected fields for the returned mapping
+        """
+        return self._get_task(task_id=task_id)
+
+ +
+ +

Return task's fields by task_id, raise EntryDoesNotExistException if no id exists +in tasks

+ +

See Task for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@FIND_TASKS_LATENCY.time()
+ + def + find_tasks( + self, + task_name: Union[str, NoneType] = None, + project_id: Union[str, NoneType] = None +) -> List[mephisto.data_model.task.Task]: +
+ +
+ View Source + 
    @FIND_TASKS_LATENCY.time()
+    def find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_tasks(task_name=task_name, project_id=project_id)
+
+ +
+ +

Try to find any task that matches the above. When called with no arguments, +return all tasks.

+
+ + +
+
+
#   + +
@UPDATE_TASK_LATENCY.time()
+ + def + update_task( + self, + task_id: str, + task_name: Union[str, NoneType] = None, + project_id: Union[str, NoneType] = None +) -> None: +
+ +
+ View Source + 
    @UPDATE_TASK_LATENCY.time()
+    def update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+
+        Should only be runable if no runs have been created for this task
+        """
+        self._update_task(task_id=task_id, task_name=task_name, project_id=project_id)
+
+ +
+ +

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

+ +

Should only be runable if no runs have been created for this task

+
+ + +
+
+
#   + +
@NEW_TASK_RUN_LATENCY.time()
+ + def + new_task_run( + self, + task_id: str, + requester_id: str, + init_params: str, + provider_type: str, + task_type: str, + sandbox: bool = True +) -> str: +
+ +
+ View Source + 
    @NEW_TASK_RUN_LATENCY.time()
+    def new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new task_run for the given task.
+
+        Once a run is created, it should no longer be altered. The assignments and
+        subassignments depend on the data set up within, as the launched task
+        cannot be replaced and the requester can not be swapped mid-run.
+        """
+        return self._new_task_run(
+            task_id=task_id,
+            requester_id=requester_id,
+            init_params=init_params,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Create a new task_run for the given task.

+ +

Once a run is created, it should no longer be altered. The assignments and +subassignments depend on the data set up within, as the launched task +cannot be replaced and the requester can not be swapped mid-run.

+
+ + +
+
+
#   + +
@GET_TASK_RUN_LATENCY.time()
+ + def + get_task_run(self, task_run_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_TASK_RUN_LATENCY.time()
+    def get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """
+        Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists
+        in task_runs.
+
+        See TaskRun for the expected fields to populate in the returned mapping
+        """
+        return self._get_task_run(task_run_id=task_run_id)
+
+ +
+ +

Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists +in task_runs.

+ +

See TaskRun for the expected fields to populate in the returned mapping

+
+ + +
+
+
#   + +
@FIND_TASK_RUNS_LATENCY.time()
+ + def + find_task_runs( + self, + task_id: Union[str, NoneType] = None, + requester_id: Union[str, NoneType] = None, + is_completed: Union[bool, NoneType] = None +) -> List[mephisto.data_model.task_run.TaskRun]: +
+ +
+ View Source + 
    @FIND_TASK_RUNS_LATENCY.time()
+    def find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """
+        Try to find any task_run that matches the above. When called with no arguments,
+        return all task_runs.
+        """
+        return self._find_task_runs(
+            task_id=task_id, requester_id=requester_id, is_completed=is_completed
+        )
+
+ +
+ +

Try to find any task_run that matches the above. When called with no arguments, +return all task_runs.

+
+ + +
+
+
#   + +
@UPDATE_TASK_RUN_LATENCY.time()
+ + def + update_task_run(self, task_run_id: str, is_completed: bool): +
+ +
+ View Source + 
    @UPDATE_TASK_RUN_LATENCY.time()
+    def update_task_run(self, task_run_id: str, is_completed: bool):
+        """
+        Update a task run. At the moment, can only update completion status
+        """
+        return self._update_task_run(task_run_id=task_run_id, is_completed=is_completed)
+
+ +
+ +

Update a task run. At the moment, can only update completion status

+
+ + +
+
+
#   + +
@NEW_ASSIGNMENT_LATENCY.time()
+ + def + new_assignment( + self, + task_id: str, + task_run_id: str, + requester_id: str, + task_type: str, + provider_type: str, + sandbox: bool = True +) -> str: +
+ +
+ View Source + 
    @NEW_ASSIGNMENT_LATENCY.time()
+    def new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new assignment for the given task
+
+        Assignments should not be edited or altered once created
+        """
+        return self._new_assignment(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Create a new assignment for the given task

+ +

Assignments should not be edited or altered once created

+
+ + +
+
+
#   + +
@GET_ASSIGNMENT_LATENCY.time()
+ + def + get_assignment(self, assignment_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_ASSIGNMENT_LATENCY.time()
+    def get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """
+        Return assignment's fields by assignment_id, raise EntryDoesNotExistException if
+        no id exists in tasks
+
+        See Assignment for the expected fields for the returned mapping
+        """
+        return self._get_assignment(assignment_id=assignment_id)
+
+ +
+ +

Return assignment's fields by assignment_id, raise EntryDoesNotExistException if +no id exists in tasks

+ +

See Assignment for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@FIND_ASSIGNMENTS_LATENCY.time()
+ + def + find_assignments( + self, + task_run_id: Union[str, NoneType] = None, + task_id: Union[str, NoneType] = None, + requester_id: Union[str, NoneType] = None, + task_type: Union[str, NoneType] = None, + provider_type: Union[str, NoneType] = None, + sandbox: Union[bool, NoneType] = None +) -> List[mephisto.data_model.assignment.Assignment]: +
+ +
+ View Source + 
    @FIND_ASSIGNMENTS_LATENCY.time()
+    def find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        return self._find_assignments(
+            task_run_id=task_run_id,
+            task_id=task_id,
+            requester_id=requester_id,
+            task_type=task_type,
+            provider_type=provider_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Try to find any task that matches the above. When called with no arguments, +return all tasks.

+
+ + +
+
+
#   + +
@NEW_UNIT_LATENCY.time()
+ + def + new_unit( + self, + task_id: str, + task_run_id: str, + requester_id: str, + assignment_id: str, + unit_index: int, + pay_amount: float, + provider_type: str, + task_type: str, + sandbox: bool = True +) -> str: +
+ +
+ View Source + 
    @NEW_UNIT_LATENCY.time()
+    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        return self._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Create a new unit with the given index. Raises EntryAlreadyExistsException +if there is already a unit for the given assignment with the given index.

+
+ + +
+
+
#   + +
@GET_UNIT_LATENCY.time()
+ + def + get_unit(self, unit_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_UNIT_LATENCY.time()
+    def get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """
+        Return unit's fields by unit_id, raise EntryDoesNotExistException
+        if no id exists in units
+
+        See unit for the expected fields for the returned mapping
+        """
+        return self._get_unit(unit_id=unit_id)
+
+ +
+ +

Return unit's fields by unit_id, raise EntryDoesNotExistException +if no id exists in units

+ +

See unit for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@FIND_UNITS_LATENCY.time()
+ + def + find_units( + self, + task_id: Union[str, NoneType] = None, + task_run_id: Union[str, NoneType] = None, + requester_id: Union[str, NoneType] = None, + assignment_id: Union[str, NoneType] = None, + unit_index: Union[int, NoneType] = None, + provider_type: Union[str, NoneType] = None, + task_type: Union[str, NoneType] = None, + agent_id: Union[str, NoneType] = None, + worker_id: Union[str, NoneType] = None, + sandbox: Union[bool, NoneType] = None, + status: Union[str, NoneType] = None +) -> List[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    @FIND_UNITS_LATENCY.time()
+    def find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Try to find any unit that matches the above. When called with no arguments,
+        return all units.
+        """
+        return self._find_units(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            provider_type=provider_type,
+            task_type=task_type,
+            agent_id=agent_id,
+            worker_id=worker_id,
+            sandbox=sandbox,
+            status=status,
+        )
+
+ +
+ +

Try to find any unit that matches the above. When called with no arguments, +return all units.

+
+ + +
+
+
#   + +
@CLEAR_UNIT_AGENT_ASSIGNMENT_LATENCY.time()
+ + def + clear_unit_agent_assignment(self, unit_id: str) -> None: +
+ +
+ View Source + 
    @CLEAR_UNIT_AGENT_ASSIGNMENT_LATENCY.time()
+    def clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """
+        Update the given unit by removing the agent that is assigned to it, thus updating
+        the status to assignable.
+        """
+        return self._clear_unit_agent_assignment(unit_id=unit_id)
+
+ +
+ +

Update the given unit by removing the agent that is assigned to it, thus updating +the status to assignable.

+
+ + +
+
+
#   + +
@UPDATE_UNIT_LATENCY.time()
+ + def + update_unit( + self, + unit_id: str, + agent_id: Union[str, NoneType] = None, + status: Union[str, NoneType] = None +) -> None: +
+ +
+ View Source + 
    @UPDATE_UNIT_LATENCY.time()
+    def update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_unit(unit_id=unit_id, status=status)
+
+ +
+ +

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

+
+ + +
+
+
#   + +
@NEW_REQUESTER_LATENCY.time()
+ + def + new_requester(self, requester_name: str, provider_type: str) -> str: +
+ +
+ View Source + 
    @NEW_REQUESTER_LATENCY.time()
+    def new_requester(self, requester_name: str, provider_type: str) -> str:
+        """
+        Create a new requester with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a requester with this name
+        """
+        return self._new_requester(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+ +
+ +

Create a new requester with the given name and provider type. +Raises EntryAlreadyExistsException +if there is already a requester with this name

+
+ + +
+
+
#   + +
@GET_REQUESTER_LATENCY.time()
+ + def + get_requester(self, requester_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_REQUESTER_LATENCY.time()
+    def get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """
+        Return requester's fields by requester_id, raise EntryDoesNotExistException
+        if no id exists in requesters
+
+        See requester for the expected fields for the returned mapping
+        """
+        return self._get_requester(requester_id=requester_id)
+
+ +
+ +

Return requester's fields by requester_id, raise EntryDoesNotExistException +if no id exists in requesters

+ +

See requester for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@FIND_REQUESTERS_LATENCY.time()
+ + def + find_requesters( + self, + requester_name: Union[str, NoneType] = None, + provider_type: Union[str, NoneType] = None +) -> List[mephisto.data_model.requester.Requester]: +
+ +
+ View Source + 
    @FIND_REQUESTERS_LATENCY.time()
+    def find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """
+        Try to find any requester that matches the above. When called with no arguments,
+        return all requesters.
+        """
+        return self._find_requesters(
+            requester_name=requester_name, provider_type=provider_type
+        )
+
+ +
+ +

Try to find any requester that matches the above. When called with no arguments, +return all requesters.

+
+ + +
+
+
#   + +
@NEW_WORKER_LATENCY.time()
+ + def + new_worker(self, worker_name: str, provider_type: str) -> str: +
+ +
+ View Source + 
    @NEW_WORKER_LATENCY.time()
+    def new_worker(self, worker_name: str, provider_type: str) -> str:
+        """
+        Create a new worker with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a worker with this name
+
+        worker_name should be the unique identifier by which the crowd provider
+        is using to keep track of this worker
+        """
+        return self._new_worker(worker_name=worker_name, provider_type=provider_type)
+
+ +
+ +

Create a new worker with the given name and provider type. +Raises EntryAlreadyExistsException +if there is already a worker with this name

+ +

worker_name should be the unique identifier by which the crowd provider +is using to keep track of this worker

+
+ + +
+
+
#   + +
@GET_WORKER_LATENCY.time()
+ + def + get_worker(self, worker_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_WORKER_LATENCY.time()
+    def get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """
+        Return worker's fields by worker_id, raise EntryDoesNotExistException
+        if no id exists in workers
+
+        See worker for the expected fields for the returned mapping
+        """
+        return self._get_worker(worker_id=worker_id)
+
+ +
+ +

Return worker's fields by worker_id, raise EntryDoesNotExistException +if no id exists in workers

+ +

See worker for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@FIND_WORKERS_LATENCY.time()
+ + def + find_workers( + self, + worker_name: Union[str, NoneType] = None, + provider_type: Union[str, NoneType] = None +) -> List[mephisto.data_model.worker.Worker]: +
+ +
+ View Source + 
    @FIND_WORKERS_LATENCY.time()
+    def find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """
+        Try to find any worker that matches the above. When called with no arguments,
+        return all workers.
+        """
+        return self._find_workers(worker_name=worker_name, provider_type=provider_type)
+
+ +
+ +

Try to find any worker that matches the above. When called with no arguments, +return all workers.

+
+ + +
+
+
#   + +
@NEW_AGENT_LATENCY.time()
+ + def + new_agent( + self, + worker_id: str, + unit_id: str, + task_id: str, + task_run_id: str, + assignment_id: str, + task_type: str, + provider_type: str +) -> str: +
+ +
+ View Source + 
    @NEW_AGENT_LATENCY.time()
+    def new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_agent(
+            worker_id=worker_id,
+            unit_id=unit_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+ +
+ +

Create a new agent for the given worker id to assign to the given unit +Raises EntryAlreadyExistsException

+ +

Should update the unit's status to ASSIGNED and the assigned agent to +this one.

+
+ + +
+
+
#   + +
@GET_AGENT_LATENCY.time()
+ + def + get_agent(self, agent_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_AGENT_LATENCY.time()
+    def get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """
+        Return agent's fields by agent_id, raise EntryDoesNotExistException
+        if no id exists in agents
+
+        See Agent for the expected fields for the returned mapping
+        """
+        return self._get_agent(agent_id=agent_id)
+
+ +
+ +

Return agent's fields by agent_id, raise EntryDoesNotExistException +if no id exists in agents

+ +

See Agent for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@UPDATE_AGENT_LATENCY.time()
+ + def + update_agent(self, agent_id: str, status: Union[str, NoneType] = None) -> None: +
+ +
+ View Source + 
    @UPDATE_AGENT_LATENCY.time()
+    def update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        return self._update_agent(agent_id=agent_id, status=status)
+
+ +
+ +

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

+
+ + +
+
+
#   + +
@FIND_AGENTS_LATENCY.time()
+ + def + find_agents( + self, + status: Union[str, NoneType] = None, + unit_id: Union[str, NoneType] = None, + worker_id: Union[str, NoneType] = None, + task_id: Union[str, NoneType] = None, + task_run_id: Union[str, NoneType] = None, + assignment_id: Union[str, NoneType] = None, + task_type: Union[str, NoneType] = None, + provider_type: Union[str, NoneType] = None +) -> List[mephisto.data_model.agent.Agent]: +
+ +
+ View Source + 
    @FIND_AGENTS_LATENCY.time()
+    def find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """
+        Try to find any agent that matches the above. When called with no arguments,
+        return all agents.
+        """
+        return self._find_agents(
+            status=status,
+            unit_id=unit_id,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            assignment_id=assignment_id,
+            task_type=task_type,
+            provider_type=provider_type,
+        )
+
+ +
+ +

Try to find any agent that matches the above. When called with no arguments, +return all agents.

+
+ + +
+
+
#   + +
@NEW_ONBOARDING_AGENT_LATENCY.time()
+ + def + new_onboarding_agent( + self, + worker_id: str, + task_id: str, + task_run_id: str, + task_type: str +) -> str: +
+ +
+ View Source + 
    @NEW_ONBOARDING_AGENT_LATENCY.time()
+    def new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+
+        Should update the unit's status to ASSIGNED and the assigned agent to
+        this one.
+        """
+        return self._new_onboarding_agent(
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+ +
+ +

Create a new agent for the given worker id to assign to the given unit +Raises EntryAlreadyExistsException

+ +

Should update the unit's status to ASSIGNED and the assigned agent to +this one.

+
+ + +
+
+
#   + +
@GET_ONBOARDING_AGENT_LATENCY.time()
+ + def + get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_ONBOARDING_AGENT_LATENCY.time()
+    def get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """
+        Return onboarding agent's fields by onboarding_agent_id, raise
+        EntryDoesNotExistException if no id exists in onboarding_agents
+
+        See OnboardingAgent for the expected fields for the returned mapping
+        """
+        return self._get_onboarding_agent(onboarding_agent_id=onboarding_agent_id)
+
+ +
+ +

Return onboarding agent's fields by onboarding_agent_id, raise +EntryDoesNotExistException if no id exists in onboarding_agents

+ +

See OnboardingAgent for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@UPDATE_ONBOARDING_AGENT_LATENCY.time()
+ + def + update_onboarding_agent( + self, + onboarding_agent_id: str, + status: Union[str, NoneType] = None +) -> None: +
+ +
+ View Source + 
    @UPDATE_ONBOARDING_AGENT_LATENCY.time()
+    def update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given onboarding agent with the given parameters if possible,
+        raise appropriate exception otherwise.
+        """
+        return self._update_onboarding_agent(
+            onboarding_agent_id=onboarding_agent_id, status=status
+        )
+
+ +
+ +

Update the given onboarding agent with the given parameters if possible, +raise appropriate exception otherwise.

+
+ + +
+
+
#   + +
@FIND_ONBOARDING_AGENTS_LATENCY.time()
+ + def + find_onboarding_agents( + self, + status: Union[str, NoneType] = None, + worker_id: Union[str, NoneType] = None, + task_id: Union[str, NoneType] = None, + task_run_id: Union[str, NoneType] = None, + task_type: Union[str, NoneType] = None +) -> List[mephisto.data_model.agent.OnboardingAgent]: +
+ +
+ View Source + 
    @FIND_ONBOARDING_AGENTS_LATENCY.time()
+    def find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """
+        Try to find any onboarding agent that matches the above. When called with no arguments,
+        return all onboarding agents.
+        """
+        return self._find_onboarding_agents(
+            status=status,
+            worker_id=worker_id,
+            task_id=task_id,
+            task_run_id=task_run_id,
+            task_type=task_type,
+        )
+
+ +
+ +

Try to find any onboarding agent that matches the above. When called with no arguments, +return all onboarding agents.

+
+ + +
+
+
#   + +
@MAKE_QUALIFICATION_LATENCY.time()
+ + def + make_qualification(self, qualification_name: str) -> str: +
+ +
+ View Source + 
    @MAKE_QUALIFICATION_LATENCY.time()
+    def make_qualification(self, qualification_name: str) -> str:
+        """
+        Make a new qualification, throws an error if a qualification by the given name
+        already exists. Return the id for the qualification.
+        """
+        return self._make_qualification(qualification_name=qualification_name)
+
+ +
+ +

Make a new qualification, throws an error if a qualification by the given name +already exists. Return the id for the qualification.

+
+ + +
+
+
#   + +
@FIND_QUALIFICATIONS_LATENCY.time()
+ + def + find_qualifications( + self, + qualification_name: Union[str, NoneType] = None +) -> List[mephisto.data_model.qualification.Qualification]: +
+ +
+ View Source + 
    @FIND_QUALIFICATIONS_LATENCY.time()
+    def find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """
+        Find a qualification. If no name is supplied, returns all qualifications.
+        """
+        return self._find_qualifications(qualification_name=qualification_name)
+
+ +
+ +

Find a qualification. If no name is supplied, returns all qualifications.

+
+ + +
+
+
#   + +
@GET_QUALIFICATION_LATENCY.time()
+ + def + get_qualification(self, qualification_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_QUALIFICATION_LATENCY.time()
+    def get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """
+        Return qualification's fields by qualification_id, raise
+        EntryDoesNotExistException if no id exists in qualifications
+
+        See Qualification for the expected fields for the returned mapping
+        """
+        return self._get_qualification(qualification_id=qualification_id)
+
+ +
+ +

Return qualification's fields by qualification_id, raise +EntryDoesNotExistException if no id exists in qualifications

+ +

See Qualification for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@DELETE_QUALIFICATION_LATENCY.time()
+ + def + delete_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    @DELETE_QUALIFICATION_LATENCY.time()
+    def delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        self._delete_qualification(qualification_name)
+        for crowd_provider_name in get_valid_provider_types():
+            ProviderClass = get_crowd_provider_from_type(crowd_provider_name)
+            provider = ProviderClass(self)
+            provider.cleanup_qualification(qualification_name)
+
+ +
+ +

Remove this qualification from all workers that have it, then delete the qualification

+
+ + +
+
+
#   + +
@GRANT_QUALIFICATION_LATENCY.time()
+ + def + grant_qualification(self, qualification_id: str, worker_id: str, value: int = 1) -> None: +
+ +
+ View Source + 
    @GRANT_QUALIFICATION_LATENCY.time()
+    def grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """
+        Grant a worker the given qualification. Update the qualification value if it
+        already exists
+        """
+        return self._grant_qualification(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+ +
+ +

Grant a worker the given qualification. Update the qualification value if it +already exists

+
+ + +
+
+
#   + +
@CHECK_GRANTED_QUALIFICATIONS_LATENCY.time()
+ + def + check_granted_qualifications( + self, + qualification_id: Union[str, NoneType] = None, + worker_id: Union[str, NoneType] = None, + value: Union[int, NoneType] = None +) -> List[mephisto.data_model.qualification.GrantedQualification]: +
+ +
+ View Source + 
    @CHECK_GRANTED_QUALIFICATIONS_LATENCY.time()
+    def check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """
+        Find granted qualifications that match the given specifications
+        """
+        return self._check_granted_qualifications(
+            qualification_id=qualification_id, worker_id=worker_id, value=value
+        )
+
+ +
+ +

Find granted qualifications that match the given specifications

+
+ + +
+
+
#   + +
@GET_GRANTED_QUALIFICATION_LATENCY.time()
+ + def + get_granted_qualification(self, qualification_id: str, worker_id: str) -> Mapping[str, Any]: +
+ +
+ View Source + 
    @GET_GRANTED_QUALIFICATION_LATENCY.time()
+    def get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Return the granted qualification in the database between the given
+        worker and qualification id
+
+        See GrantedQualification for the expected fields for the returned mapping
+        """
+        return self._get_granted_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+ +
+ +

Return the granted qualification in the database between the given +worker and qualification id

+ +

See GrantedQualification for the expected fields for the returned mapping

+
+ + +
+
+
#   + +
@REVOKE_QUALIFICATION_LATENCY.time()
+ + def + revoke_qualification(self, qualification_id: str, worker_id: str) -> None: +
+ +
+ View Source + 
    @REVOKE_QUALIFICATION_LATENCY.time()
+    def revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """
+        Remove the given qualification from the given worker
+        """
+        return self._revoke_qualification(
+            qualification_id=qualification_id, worker_id=worker_id
+        )
+
+ +
+ +

Remove the given qualification from the given worker

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/databases.html b/docs/web/static/python_api/mephisto/abstractions/databases.html new file mode 100644 index 000000000..c888f607f --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/databases.html @@ -0,0 +1,280 @@ + + + + + + + + + mephisto.abstractions.databases API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.databases

+ +

MephistoDB implementations

+ +

This folder contains implementations of the MephistoDB abstraction. Databases can currently be configured using the mephisto.database._database_type flag.

+ +

LocalMephistoDB

+ +

Activated with mephisto.database._database_type=local. An implementation of the Mephisto Data Model outlined in MephistoDB. This database stores all of the information locally via SQLite. Some helper functions are included to make the implementation cleaner by abstracting away SQLite error parsing and string formatting, however it's pretty straightforward from the requirements of MephistoDB.

+ +

SingletonMephistoDB

+ +

This database is best used for high performance runs on a single machine, where direct access to the underlying database isn't necessary during the runtime. It makes no guarantees on the rate of writing state or status to disk, as much of it is stored locally and in caches to keep IO locks down. Using this, you'll likely be able to get up on max_num_concurrent_units to 150-300 on live tasks, and upwards from 500 on static tasks.

+ +

At the moment this DB acts as a wrapper around the LocalMephistoDB, and trades off Mephisto memory consumption for writing time. All of the data model accesses that occur are cached into a library of singletons, so large enough tasks may have memory risks. This allows us to make clearer assertions about the synced nature of the data model members, but obviously requires active memory to do so.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/databases/local_database.html b/docs/web/static/python_api/mephisto/abstractions/databases/local_database.html new file mode 100644 index 000000000..9f0730d7c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/databases/local_database.html @@ -0,0 +1,3296 @@ + + + + + + + + + mephisto.abstractions.databases.local_database API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.databases.local_database

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.database import (
+    MephistoDB,
+    MephistoDBException,
+    EntryAlreadyExistsException,
+    EntryDoesNotExistException,
+)
+from typing import Mapping, Optional, Any, List, Dict, Tuple, Union
+from mephisto.utils.dirs import get_data_dir
+from mephisto.operations.registry import get_valid_provider_types
+from mephisto.data_model.agent import Agent, AgentState, OnboardingAgent
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.assignment import Assignment, AssignmentState
+from mephisto.data_model.constants import NO_PROJECT_NAME
+from mephisto.data_model.project import Project
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.qualification import Qualification, GrantedQualification
+
+import sqlite3
+from sqlite3 import Connection, Cursor
+import threading
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+def nonesafe_int(in_string: Optional[str]) -> Optional[int]:
+    """Cast input to an int or None"""
+    if in_string is None:
+        return None
+    return int(in_string)
+
+
+def assert_valid_provider(provider_type: str) -> None:
+    """Throw an assertion error if the given provider type is not valid"""
+    valid_types = get_valid_provider_types()
+    if provider_type not in valid_types:
+        raise MephistoDBException(
+            f"Supplied provider {provider_type} is not in supported list of providers {valid_types}."
+        )
+
+
+def is_key_failure(e: sqlite3.IntegrityError) -> bool:
+    """
+    Return if the given error is representing a foreign key
+    failure, where an insertion was expecting something to
+    exist already in the DB but it didn't.
+    """
+    return str(e) == "FOREIGN KEY constraint failed"
+
+
+def is_unique_failure(e: sqlite3.IntegrityError) -> bool:
+    """
+    Return if the given error is representing a foreign key
+    failure, where an insertion was expecting something to
+    exist already in the DB but it didn't.
+    """
+    return str(e).startswith("UNIQUE constraint")
+
+
+CREATE_PROJECTS_TABLE = """CREATE TABLE IF NOT EXISTS projects (
+    project_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    project_name TEXT NOT NULL UNIQUE,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+CREATE_TASKS_TABLE = """CREATE TABLE IF NOT EXISTS tasks (
+    task_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    task_name TEXT NOT NULL UNIQUE,
+    task_type TEXT NOT NULL,
+    project_id INTEGER,
+    parent_task_id INTEGER,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (parent_task_id) REFERENCES tasks (task_id),
+    FOREIGN KEY (project_id) REFERENCES projects (project_id)
+);
+"""
+
+CREATE_REQUESTERS_TABLE = """CREATE TABLE IF NOT EXISTS requesters (
+    requester_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    requester_name TEXT NOT NULL UNIQUE,
+    provider_type TEXT NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+CREATE_TASK_RUNS_TABLE = """
+    CREATE TABLE IF NOT EXISTS task_runs (
+    task_run_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    task_id INTEGER NOT NULL,
+    requester_id INTEGER NOT NULL,
+    init_params TEXT NOT NULL,
+    is_completed BOOLEAN NOT NULL,
+    provider_type TEXT NOT NULL,
+    task_type TEXT NOT NULL,
+    sandbox BOOLEAN NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (task_id) REFERENCES tasks (task_id),
+    FOREIGN KEY (requester_id) REFERENCES requesters (requester_id)
+);
+"""
+
+CREATE_ASSIGNMENTS_TABLE = """CREATE TABLE IF NOT EXISTS assignments (
+    assignment_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    task_id INTEGER NOT NULL,
+    task_run_id INTEGER NOT NULL,
+    requester_id INTEGER NOT NULL,
+    task_type TEXT NOT NULL,
+    provider_type TEXT NOT NULL,
+    sandbox BOOLEAN NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (task_id) REFERENCES tasks (task_id),
+    FOREIGN KEY (task_run_id) REFERENCES task_runs (task_run_id),
+    FOREIGN KEY (requester_id) REFERENCES requesters (requester_id)
+);
+"""
+
+CREATE_UNITS_TABLE = """CREATE TABLE IF NOT EXISTS units (
+    unit_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    assignment_id INTEGER NOT NULL,
+    unit_index INTEGER NOT NULL,
+    pay_amount FLOAT NOT NULL,
+    provider_type TEXT NOT NULL,
+    status TEXT NOT NULL,
+    agent_id INTEGER,
+    worker_id INTEGER,
+    task_type TEXT NOT NULL,
+    task_id INTEGER NOT NULL,
+    task_run_id INTEGER NOT NULL,
+    sandbox BOOLEAN NOT NULL,
+    requester_id INTEGER NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (assignment_id) REFERENCES assignments (assignment_id),
+    FOREIGN KEY (agent_id) REFERENCES agents (agent_id),
+    FOREIGN KEY (task_run_id) REFERENCES task_runs (task_run_id),
+    FOREIGN KEY (task_id) REFERENCES tasks (task_id),
+    FOREIGN KEY (requester_id) REFERENCES requesters (requester_id),
+    FOREIGN KEY (worker_id) REFERENCES workers (worker_id),
+    UNIQUE (assignment_id, unit_index)
+);
+"""
+
+CREATE_WORKERS_TABLE = """CREATE TABLE IF NOT EXISTS workers (
+    worker_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    worker_name TEXT NOT NULL UNIQUE,
+    provider_type TEXT NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+CREATE_AGENTS_TABLE = """CREATE TABLE IF NOT EXISTS agents (
+    agent_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    worker_id INTEGER NOT NULL,
+    unit_id INTEGER NOT NULL,
+    task_id INTEGER NOT NULL,
+    task_run_id INTEGER NOT NULL,
+    assignment_id INTEGER NOT NULL,
+    task_type TEXT NOT NULL,
+    provider_type TEXT NOT NULL,
+    status TEXT NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (worker_id) REFERENCES workers (worker_id),
+    FOREIGN KEY (unit_id) REFERENCES units (unit_id)
+);
+"""
+
+CREATE_ONBOARDING_AGENTS_TABLE = """CREATE TABLE IF NOT EXISTS onboarding_agents (
+    onboarding_agent_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    worker_id INTEGER NOT NULL,
+    task_id INTEGER NOT NULL,
+    task_run_id INTEGER NOT NULL,
+    task_type TEXT NOT NULL,
+    status TEXT NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (worker_id) REFERENCES workers (worker_id),
+    FOREIGN KEY (task_run_id) REFERENCES task_runs (task_run_id)
+);
+"""
+
+CREATE_QUALIFICATIONS_TABLE = """CREATE TABLE IF NOT EXISTS qualifications (
+    qualification_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    qualification_name TEXT NOT NULL UNIQUE,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+CREATE_GRANTED_QUALIFICATIONS_TABLE = """
+CREATE TABLE IF NOT EXISTS granted_qualifications (
+    granted_qualification_id INTEGER PRIMARY KEY AUTOINCREMENT,
+    worker_id INTEGER NOT NULL,
+    qualification_id INTEGER NOT NULL,
+    value INTEGER NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    FOREIGN KEY (worker_id) REFERENCES workers (worker_id),
+    FOREIGN KEY (qualification_id) REFERENCES qualifications (qualification_id),
+    UNIQUE (worker_id, qualification_id)
+);
+"""
+
+# Indices that are used by system-specific calls across Mephisto during live tasks
+# that improve the runtime of the system as a whole
+CREATE_CORE_INDEXES = """
+CREATE INDEX IF NOT EXISTS requesters_by_provider_index ON requesters(provider_type);
+CREATE INDEX IF NOT EXISTS unit_by_status_index ON units(status);
+CREATE INDEX IF NOT EXISTS unit_by_assignment_id_index ON units(assignment_id);
+CREATE INDEX IF NOT EXISTS unit_by_task_run_index ON units(task_run_id);
+CREATE INDEX IF NOT EXISTS unit_by_task_run_by_worker_by_status_index ON units(task_run_id, worker_id, status);
+CREATE INDEX IF NOT EXISTS unit_by_task_by_worker_index ON units(task_id, worker_id);
+CREATE INDEX IF NOT EXISTS agent_by_worker_by_status_index ON agents(worker_id, status);
+CREATE INDEX IF NOT EXISTS agent_by_task_run_index ON agents(task_run_id);
+CREATE INDEX IF NOT EXISTS assignment_by_task_run_index ON assignments(task_run_id);
+CREATE INDEX IF NOT EXISTS task_run_by_requester_index ON task_runs(requester_id);
+CREATE INDEX IF NOT EXISTS task_run_by_task_index ON task_runs(task_id);
+"""
+
+
+class StringIDRow(sqlite3.Row):
+    def __getitem__(self, key: str) -> Any:
+        val = super().__getitem__(key)
+        if key.endswith("_id") and val is not None:
+            return str(val)
+        else:
+            return val
+
+
+class LocalMephistoDB(MephistoDB):
+    """
+    Local database for core Mephisto data storage, the LocalMephistoDatabase handles
+    grounding all of the python interactions with the Mephisto architecture to
+    local files and a database.
+    """
+
+    def __init__(self, database_path=None):
+        logger.debug(f"database path: {database_path}")
+        self.conn: Dict[int, Connection] = {}
+        self.table_access_condition = threading.Condition()
+        super().__init__(database_path)
+
+    def _get_connection(self) -> Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            try:
+                conn = sqlite3.connect(self.db_path)
+                conn.row_factory = StringIDRow
+                self.conn[curr_thread] = conn
+            except sqlite3.Error as e:
+                raise MephistoDBException(e)
+        return self.conn[curr_thread]
+
+    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_PROJECTS_TABLE)
+                c.execute(CREATE_TASKS_TABLE)
+                c.execute(CREATE_REQUESTERS_TABLE)
+                c.execute(CREATE_TASK_RUNS_TABLE)
+                c.execute(CREATE_ASSIGNMENTS_TABLE)
+                c.execute(CREATE_UNITS_TABLE)
+                c.execute(CREATE_WORKERS_TABLE)
+                c.execute(CREATE_AGENTS_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_GRANTED_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_ONBOARDING_AGENTS_TABLE)
+                c.executescript(CREATE_CORE_INDEXES)
+
+    def __get_one_by_id(
+        self, table_name: str, id_name: str, db_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Try to request the row for the given table and entry,
+        raise EntryDoesNotExistException if it isn't present
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                f"""
+                SELECT * FROM {table_name}
+                WHERE ({id_name} = ?)
+                """,
+                (int(db_id),),
+            )
+            results = c.fetchall()
+            if len(results) != 1:
+                raise EntryDoesNotExistException(
+                    f"Table {table_name} has no {id_name} {db_id}"
+                )
+            return results[0]
+
+    def __create_query_and_tuple(
+        self,
+        arg_list: List[str],
+        arg_vals: List[Optional[Union[str, int, bool]]],
+    ) -> Tuple[str, tuple]:
+        """
+        Given a list of the possible filtering args and valid values,
+        construct the WHERE part of a query with these and
+        a tuple containing the elements
+        """
+        fin_args = []
+        fin_vals = []
+        for arg, val in zip(arg_list, arg_vals):
+            if val is None:
+                continue
+            fin_args.append(arg)
+            fin_vals.append(val)
+        if len(fin_args) == 0:
+            return "", ()
+
+        query_lines = [
+            f"WHERE {arg_name} = ?{idx+1}\n"
+            if idx == 0
+            else f"AND {arg_name} = ?{idx+1}\n"
+            for idx, arg_name in enumerate(fin_args)
+        ]
+
+        return "".join(query_lines), tuple(fin_vals)
+
+    def _new_project(self, project_name: str) -> str:
+        """
+        Create a new project with the given project name. Raise EntryAlreadyExistsException if a project
+        with this name has already been created.
+        """
+        if project_name in [NO_PROJECT_NAME, ""]:
+            raise MephistoDBException(f'Invalid project name "{project_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO projects(project_name) VALUES (?);", (project_name,)
+                )
+                project_id = str(c.lastrowid)
+                return project_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException()
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(
+                        f"Project {project_name} already exists"
+                    )
+                raise MephistoDBException(e)
+
+    def _get_project(self, project_id: str) -> Mapping[str, Any]:
+        """
+        Return project's fields by the given project_id, raise EntryDoesNotExistException
+        if no id exists in projects
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("projects", "project_id", project_id)
+
+    def _find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """
+        Try to find any project that matches the above. When called with no arguments,
+        return all projects.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["project_name"], [project_name]
+            )
+            c.execute(
+                """
+                SELECT * from projects
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Project(self, str(r["project_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """
+        Create a new task with the given task name. Raise EntryAlreadyExistsException if a task
+        with this name has already been created.
+        """
+        if task_name in [""]:
+            raise MephistoDBException(f'Invalid task name "{task_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO tasks(
+                        task_name,
+                        task_type,
+                        project_id,
+                        parent_task_id
+                    ) VALUES (?, ?, ?, ?);""",
+                    (
+                        task_name,
+                        task_type,
+                        nonesafe_int(project_id),
+                        None,
+                    ),
+                )
+                task_id = str(c.lastrowid)
+                return task_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(e)
+                raise MephistoDBException(e)
+
+    def _get_task(self, task_id: str) -> Mapping[str, Any]:
+        """
+        Return task's fields by task_id, raise EntryDoesNotExistException if no id exists
+        in tasks
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("tasks", "task_id", task_id)
+
+    def _find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["task_name", "project_id", "parent_task_id"],
+                [task_name, nonesafe_int(project_id), None],
+            )
+            c.execute(
+                """
+                SELECT * from tasks
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Task(self, str(r["task_id"]), row=r, _used_new_call=True) for r in rows
+            ]
+
+    def _update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+
+        Tasks can only be updated if no runs exist for this task yet, otherwise there's too much state
+        and we shouldn't make changes.
+        """
+        if len(self.find_task_runs(task_id=task_id)) != 0:
+            raise MephistoDBException(
+                "Cannot edit a task that has already been run, for risk of data corruption."
+            )
+        if task_name in [""]:
+            raise MephistoDBException(f'Invalid task name "{task_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                if task_name is not None:
+                    c.execute(
+                        """
+                        UPDATE tasks
+                        SET task_name = ?
+                        WHERE task_id = ?;
+                        """,
+                        (task_name, int(task_id)),
+                    )
+                if project_id is not None:
+                    c.execute(
+                        """
+                        UPDATE tasks
+                        SET project_id = ?
+                        WHERE task_id = ?;
+                        """,
+                        (int(project_id), int(task_id)),
+                    )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(
+                        f"Task name {task_name} is already in use"
+                    )
+                raise MephistoDBException(e)
+
+    def _new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """Create a new task_run for the given task."""
+        with self.table_access_condition, self._get_connection() as conn:
+            # Ensure given ids are valid
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    INSERT INTO task_runs(
+                        task_id,
+                        requester_id,
+                        init_params,
+                        is_completed,
+                        provider_type,
+                        task_type,
+                        sandbox
+                    )
+                    VALUES (?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(task_id),
+                        int(requester_id),
+                        init_params,
+                        False,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                    ),
+                )
+                task_run_id = str(c.lastrowid)
+                return task_run_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """
+        Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists
+        in task_runs.
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("task_runs", "task_run_id", task_run_id)
+
+    def _find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """
+        Try to find any task_run that matches the above. When called with no arguments,
+        return all task_runs.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["task_id", "requester_id", "is_completed"],
+                [nonesafe_int(task_id), nonesafe_int(requester_id), is_completed],
+            )
+            c.execute(
+                """
+                SELECT * from task_runs
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                TaskRun(self, str(r["task_run_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _update_task_run(self, task_run_id: str, is_completed: bool):
+        """
+        Update a task run. At the moment, can only update completion status
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    UPDATE task_runs
+                    SET is_completed = ?
+                    WHERE task_run_id = ?;
+                    """,
+                    (is_completed, int(task_run_id)),
+                )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """Create a new assignment for the given task"""
+        # Ensure task run exists
+        self.get_task_run(task_run_id)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                INSERT INTO assignments(
+                    task_id,
+                    task_run_id,
+                    requester_id,
+                    task_type,
+                    provider_type,
+                    sandbox
+                ) VALUES (?, ?, ?, ?, ?, ?);""",
+                (
+                    int(task_id),
+                    int(task_run_id),
+                    int(requester_id),
+                    task_type,
+                    provider_type,
+                    sandbox,
+                ),
+            )
+            assignment_id = str(c.lastrowid)
+            return assignment_id
+
+    def _get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """
+        Return assignment's fields by assignment_id, raise EntryDoesNotExistException
+        if no id exists in tasks
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("assignments", "assignment_id", assignment_id)
+
+    def _find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "task_run_id",
+                    "task_id",
+                    "requester_id",
+                    "task_type",
+                    "provider_type",
+                    "sandbox",
+                ],
+                [
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(requester_id),
+                    task_type,
+                    provider_type,
+                    sandbox,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from assignments
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Assignment(self, str(r["assignment_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO units(
+                        task_id,
+                        task_run_id,
+                        requester_id,
+                        assignment_id,
+                        unit_index,
+                        pay_amount,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(task_id),
+                        int(task_run_id),
+                        int(requester_id),
+                        int(assignment_id),
+                        unit_index,
+                        pay_amount,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                        AssignmentState.CREATED,
+                    ),
+                )
+                unit_id = str(c.lastrowid)
+                return unit_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(e)
+                raise MephistoDBException(e)
+
+    def _get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """
+        Return unit's fields by unit_id, raise EntryDoesNotExistException
+        if no id exists in units
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("units", "unit_id", unit_id)
+
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Try to find any unit that matches the above. When called with no arguments,
+        return all units.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "task_id",
+                    "task_run_id",
+                    "requester_id",
+                    "assignment_id",
+                    "unit_index",
+                    "provider_type",
+                    "task_type",
+                    "agent_id",
+                    "worker_id",
+                    "sandbox",
+                    "status",
+                ],
+                [
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(requester_id),
+                    nonesafe_int(assignment_id),
+                    unit_index,
+                    provider_type,
+                    task_type,
+                    nonesafe_int(agent_id),
+                    nonesafe_int(worker_id),
+                    sandbox,
+                    status,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from units
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Unit(self, str(r["unit_id"]), row=r, _used_new_call=True) for r in rows
+            ]
+
+    def _clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """
+        Update the given unit by removing the agent that is assigned to it, thus updating
+        the status to assignable.
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    UPDATE units
+                    SET agent_id = ?, worker_id = ?, status = ?
+                    WHERE unit_id = ?;
+                    """,
+                    (None, None, AssignmentState.LAUNCHED, int(unit_id)),
+                )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(
+                        f"Given unit_id {unit_id} not found in the database"
+                    )
+                raise MephistoDBException(e)
+
+    def _update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        if status not in AssignmentState.valid_unit():
+            raise MephistoDBException(f"Invalid status {status} for a unit")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                if agent_id is not None:
+                    c.execute(
+                        """
+                        UPDATE units
+                        SET agent_id = ?
+                        WHERE unit_id = ?;
+                        """,
+                        (int(agent_id), int(unit_id)),
+                    )
+                if status is not None:
+                    c.execute(
+                        """
+                        UPDATE units
+                        SET status = ?
+                        WHERE unit_id = ?;
+                        """,
+                        (status, int(unit_id)),
+                    )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(
+                        f"Given unit_id {unit_id} not found in the database"
+                    )
+                raise MephistoDBException(e)
+
+    def _new_requester(self, requester_name: str, provider_type: str) -> str:
+        """
+        Create a new requester with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a requester with this name
+        """
+        if requester_name == "":
+            raise MephistoDBException("Empty string is not a valid requester name")
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO requesters(requester_name, provider_type) VALUES (?, ?);",
+                    (requester_name, provider_type),
+                )
+                requester_id = str(c.lastrowid)
+                return requester_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """
+        Return requester's fields by requester_id, raise EntryDoesNotExistException
+        if no id exists in requesters
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("requesters", "requester_id", requester_id)
+
+    def _find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """
+        Try to find any requester that matches the above. When called with no arguments,
+        return all requesters.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["requester_name", "provider_type"], [requester_name, provider_type]
+            )
+            c.execute(
+                """
+                SELECT * from requesters
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Requester(self, str(r["requester_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_worker(self, worker_name: str, provider_type: str) -> str:
+        """
+        Create a new worker with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a worker with this name
+
+        worker_name should be the unique identifier by which the crowd provider
+        is using to keep track of this worker
+        """
+        if worker_name == "":
+            raise MephistoDBException("Empty string is not a valid requester name")
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO workers(worker_name, provider_type) VALUES (?, ?);",
+                    (worker_name, provider_type),
+                )
+                worker_id = str(c.lastrowid)
+                return worker_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """
+        Return worker's fields by worker_id, raise EntryDoesNotExistException
+        if no id exists in workers
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("workers", "worker_id", worker_id)
+
+    def _find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """
+        Try to find any worker that matches the above. When called with no arguments,
+        return all workers.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["worker_name", "provider_type"], [worker_name, provider_type]
+            )
+            c.execute(
+                """
+                SELECT * from workers
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Worker(self, str(r["worker_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Create a new agent with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a agent with this name
+        """
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO agents(
+                        worker_id,
+                        unit_id,
+                        task_id,
+                        task_run_id,
+                        assignment_id,
+                        task_type,
+                        provider_type,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(worker_id),
+                        int(unit_id),
+                        int(task_id),
+                        int(task_run_id),
+                        int(assignment_id),
+                        task_type,
+                        provider_type,
+                        AgentState.STATUS_NONE,
+                    ),
+                )
+                agent_id = str(c.lastrowid)
+                c.execute(
+                    """
+                    UPDATE units
+                    SET status = ?, agent_id = ?, worker_id = ?
+                    WHERE unit_id = ?;
+                    """,
+                    (
+                        AssignmentState.ASSIGNED,
+                        int(agent_id),
+                        int(worker_id),
+                        int(unit_id),
+                    ),
+                )
+                return agent_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """
+        Return agent's fields by agent_id, raise EntryDoesNotExistException
+        if no id exists in agents
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("agents", "agent_id", agent_id)
+
+    def _update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        if status not in AgentState.valid():
+            raise MephistoDBException(f"Invalid status {status} for an agent")
+
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                UPDATE agents
+                SET status = ?
+                WHERE agent_id = ?;
+                """,
+                (status, int(agent_id)),
+            )
+
+    def _find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """
+        Try to find any agent that matches the above. When called with no arguments,
+        return all agents.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "status",
+                    "unit_id",
+                    "worker_id",
+                    "task_id",
+                    "task_run_id",
+                    "assignment_id",
+                    "task_type",
+                    "provider_type",
+                ],
+                [
+                    status,
+                    nonesafe_int(unit_id),
+                    nonesafe_int(worker_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(assignment_id),
+                    task_type,
+                    provider_type,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from agents
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Agent(self, str(r["agent_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _make_qualification(self, qualification_name: str) -> str:
+        """
+        Make a new qualification, throws an error if a qualification by the given name
+        already exists. Return the id for the qualification.
+        """
+        if qualification_name == "":
+            raise MephistoDBException("Empty string is not a valid qualification name")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO qualifications(qualification_name) VALUES (?);",
+                    (qualification_name,),
+                )
+                qualification_id = str(c.lastrowid)
+                return qualification_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """
+        Find a qualification. If no name is supplied, returns all qualifications.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["qualification_name"], [qualification_name]
+            )
+            c.execute(
+                """
+                SELECT * from qualifications
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Qualification(
+                    self, str(r["qualification_id"]), row=r, _used_new_call=True
+                )
+                for r in rows
+            ]
+
+    def _get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """
+        Return qualification's fields by qualification_id, raise
+        EntryDoesNotExistException if no id exists in qualifications
+
+        See Qualification for the expected fields for the returned mapping
+        """
+        return self.__get_one_by_id(
+            "qualifications", "qualification_id", qualification_id
+        )
+
+    def _delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        qualifications = self.find_qualifications(qualification_name=qualification_name)
+        if len(qualifications) == 0:
+            raise EntryDoesNotExistException(
+                f"No qualification found by name {qualification_name}"
+            )
+        qualification = qualifications[0]
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                "DELETE FROM granted_qualifications WHERE qualification_id = ?1;",
+                (int(qualification.db_id),),
+            )
+            c.execute(
+                "DELETE FROM qualifications WHERE qualification_name = ?1;",
+                (qualification_name,),
+            )
+
+    def _grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """
+        Grant a worker the given qualification. Update the qualification value if it
+        already exists
+        """
+        # Note that better syntax exists for python 3.8+, as described in PR #223
+        try:
+            # Update existing entry
+            qual_row = self.get_granted_qualification(qualification_id, worker_id)
+            with self.table_access_condition, self._get_connection() as conn:
+                if value != qual_row["value"]:
+                    c = conn.cursor()
+                    c.execute(
+                        """
+                        UPDATE granted_qualifications
+                        SET value = ?
+                        WHERE (qualification_id = ?)
+                        AND (worker_id = ?);
+                        """,
+                        (value, int(qualification_id), int(worker_id)),
+                    )
+                    conn.commit()
+                    return None
+        except EntryDoesNotExistException:
+            with self.table_access_condition, self._get_connection() as conn:
+                c = conn.cursor()
+                try:
+                    c.execute(
+                        """
+                        INSERT INTO granted_qualifications(
+                            qualification_id,
+                            worker_id,
+                            value
+                        ) VALUES (?, ?, ?);
+                        """,
+                        (int(qualification_id), int(worker_id), value),
+                    )
+                    qualification_id = str(c.lastrowid)
+                    conn.commit()
+                    return None
+                except sqlite3.IntegrityError as e:
+                    if is_unique_failure(e):
+                        raise EntryAlreadyExistsException()
+                    raise MephistoDBException(e)
+
+    def _check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """
+        Find granted qualifications that match the given specifications
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from granted_qualifications
+                WHERE (?1 IS NULL OR qualification_id = ?1)
+                AND (?2 IS NULL OR worker_id = ?2)
+                AND (?3 IS NULL OR value = ?3)
+                """,
+                (qualification_id, worker_id, value),
+            )
+            rows = c.fetchall()
+            return [
+                GrantedQualification(
+                    self, str(r["qualification_id"]), str(r["worker_id"])
+                )
+                for r in rows
+            ]
+
+    def _get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Return the granted qualification in the database between the given
+        worker and qualification id
+
+        See GrantedQualification for the expected fields for the returned mapping
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                f"""
+                SELECT * FROM granted_qualifications
+                WHERE (qualification_id = ?1)
+                AND (worker_id = ?2);
+                """,
+                (nonesafe_int(qualification_id), nonesafe_int(worker_id)),
+            )
+            results = c.fetchall()
+            if len(results) != 1:
+                raise EntryDoesNotExistException(
+                    f"No such granted qualification {qualification_id}, {worker_id}"
+                )
+            return results[0]
+
+    def _revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """
+        Remove the given qualification from the given worker
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """DELETE FROM granted_qualifications
+                WHERE (qualification_id = ?1)
+                AND (worker_id = ?2);
+                """,
+                (int(qualification_id), int(worker_id)),
+            )
+
+    def _new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO onboarding_agents(
+                        worker_id,
+                        task_id,
+                        task_run_id,
+                        task_type,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?);""",
+                    (
+                        int(worker_id),
+                        int(task_id),
+                        int(task_run_id),
+                        task_type,
+                        AgentState.STATUS_NONE,
+                    ),
+                )
+                return str(c.lastrowid)
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """
+        Return onboarding agent's fields by onboarding_agent_id, raise
+        EntryDoesNotExistException if no id exists in onboarding_agents
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id(
+            "onboarding_agents", "onboarding_agent_id", onboarding_agent_id
+        )
+
+    def _update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given onboarding agent with the given parameters if possible,
+        raise appropriate exception otherwise.
+        """
+        if status not in AgentState.valid():
+            raise MephistoDBException(f"Invalid status {status} for an agent")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            if status is not None:
+                c.execute(
+                    """
+                    UPDATE onboarding_agents
+                    SET status = ?
+                    WHERE onboarding_agent_id = ?;
+                    """,
+                    (status, int(onboarding_agent_id)),
+                )
+
+    def _find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """
+        Try to find any onboarding agent that matches the above. When called with no arguments,
+        return all onboarding agents.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "status",
+                    "worker_id",
+                    "task_id",
+                    "task_run_id",
+                    "task_type",
+                ],
+                [
+                    status,
+                    nonesafe_int(worker_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    task_type,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from onboarding_agents
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                OnboardingAgent(
+                    self, str(r["onboarding_agent_id"]), row=r, _used_new_call=True
+                )
+                for r in rows
+            ]
+
+ +
+ +
+
+
#   + + + def + nonesafe_int(in_string: Union[str, NoneType]) -> Union[int, NoneType]: +
+ +
+ View Source + 
def nonesafe_int(in_string: Optional[str]) -> Optional[int]:
+    """Cast input to an int or None"""
+    if in_string is None:
+        return None
+    return int(in_string)
+
+ +
+ +

Cast input to an int or None

+
+ + +
+
+
#   + + + def + assert_valid_provider(provider_type: str) -> None: +
+ +
+ View Source + 
def assert_valid_provider(provider_type: str) -> None:
+    """Throw an assertion error if the given provider type is not valid"""
+    valid_types = get_valid_provider_types()
+    if provider_type not in valid_types:
+        raise MephistoDBException(
+            f"Supplied provider {provider_type} is not in supported list of providers {valid_types}."
+        )
+
+ +
+ +

Throw an assertion error if the given provider type is not valid

+
+ + +
+
+
#   + + + def + is_key_failure(e: sqlite3.IntegrityError) -> bool: +
+ +
+ View Source + 
def is_key_failure(e: sqlite3.IntegrityError) -> bool:
+    """
+    Return if the given error is representing a foreign key
+    failure, where an insertion was expecting something to
+    exist already in the DB but it didn't.
+    """
+    return str(e) == "FOREIGN KEY constraint failed"
+
+ +
+ +

Return if the given error is representing a foreign key +failure, where an insertion was expecting something to +exist already in the DB but it didn't.

+
+ + +
+
+
#   + + + def + is_unique_failure(e: sqlite3.IntegrityError) -> bool: +
+ +
+ View Source + 
def is_unique_failure(e: sqlite3.IntegrityError) -> bool:
+    """
+    Return if the given error is representing a foreign key
+    failure, where an insertion was expecting something to
+    exist already in the DB but it didn't.
+    """
+    return str(e).startswith("UNIQUE constraint")
+
+ +
+ +

Return if the given error is representing a foreign key +failure, where an insertion was expecting something to +exist already in the DB but it didn't.

+
+ + +
+
+
+ #   + + + class + StringIDRow(sqlite3.Row): +
+ +
+ View Source + 
class StringIDRow(sqlite3.Row):
+    def __getitem__(self, key: str) -> Any:
+        val = super().__getitem__(key)
+        if key.endswith("_id") and val is not None:
+            return str(val)
+        else:
+            return val
+
+ +
+ + + +
+
#   + + + StringIDRow() +
+ + + + +
+
+
Inherited Members
+
+
sqlite3.Row
+
keys
+ +
+
+
+
+
+
+ #   + + + class + LocalMephistoDB(mephisto.abstractions.database.MephistoDB): +
+ +
+ View Source + 
class LocalMephistoDB(MephistoDB):
+    """
+    Local database for core Mephisto data storage, the LocalMephistoDatabase handles
+    grounding all of the python interactions with the Mephisto architecture to
+    local files and a database.
+    """
+
+    def __init__(self, database_path=None):
+        logger.debug(f"database path: {database_path}")
+        self.conn: Dict[int, Connection] = {}
+        self.table_access_condition = threading.Condition()
+        super().__init__(database_path)
+
+    def _get_connection(self) -> Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            try:
+                conn = sqlite3.connect(self.db_path)
+                conn.row_factory = StringIDRow
+                self.conn[curr_thread] = conn
+            except sqlite3.Error as e:
+                raise MephistoDBException(e)
+        return self.conn[curr_thread]
+
+    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_PROJECTS_TABLE)
+                c.execute(CREATE_TASKS_TABLE)
+                c.execute(CREATE_REQUESTERS_TABLE)
+                c.execute(CREATE_TASK_RUNS_TABLE)
+                c.execute(CREATE_ASSIGNMENTS_TABLE)
+                c.execute(CREATE_UNITS_TABLE)
+                c.execute(CREATE_WORKERS_TABLE)
+                c.execute(CREATE_AGENTS_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_GRANTED_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_ONBOARDING_AGENTS_TABLE)
+                c.executescript(CREATE_CORE_INDEXES)
+
+    def __get_one_by_id(
+        self, table_name: str, id_name: str, db_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Try to request the row for the given table and entry,
+        raise EntryDoesNotExistException if it isn't present
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                f"""
+                SELECT * FROM {table_name}
+                WHERE ({id_name} = ?)
+                """,
+                (int(db_id),),
+            )
+            results = c.fetchall()
+            if len(results) != 1:
+                raise EntryDoesNotExistException(
+                    f"Table {table_name} has no {id_name} {db_id}"
+                )
+            return results[0]
+
+    def __create_query_and_tuple(
+        self,
+        arg_list: List[str],
+        arg_vals: List[Optional[Union[str, int, bool]]],
+    ) -> Tuple[str, tuple]:
+        """
+        Given a list of the possible filtering args and valid values,
+        construct the WHERE part of a query with these and
+        a tuple containing the elements
+        """
+        fin_args = []
+        fin_vals = []
+        for arg, val in zip(arg_list, arg_vals):
+            if val is None:
+                continue
+            fin_args.append(arg)
+            fin_vals.append(val)
+        if len(fin_args) == 0:
+            return "", ()
+
+        query_lines = [
+            f"WHERE {arg_name} = ?{idx+1}\n"
+            if idx == 0
+            else f"AND {arg_name} = ?{idx+1}\n"
+            for idx, arg_name in enumerate(fin_args)
+        ]
+
+        return "".join(query_lines), tuple(fin_vals)
+
+    def _new_project(self, project_name: str) -> str:
+        """
+        Create a new project with the given project name. Raise EntryAlreadyExistsException if a project
+        with this name has already been created.
+        """
+        if project_name in [NO_PROJECT_NAME, ""]:
+            raise MephistoDBException(f'Invalid project name "{project_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO projects(project_name) VALUES (?);", (project_name,)
+                )
+                project_id = str(c.lastrowid)
+                return project_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException()
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(
+                        f"Project {project_name} already exists"
+                    )
+                raise MephistoDBException(e)
+
+    def _get_project(self, project_id: str) -> Mapping[str, Any]:
+        """
+        Return project's fields by the given project_id, raise EntryDoesNotExistException
+        if no id exists in projects
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("projects", "project_id", project_id)
+
+    def _find_projects(self, project_name: Optional[str] = None) -> List[Project]:
+        """
+        Try to find any project that matches the above. When called with no arguments,
+        return all projects.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["project_name"], [project_name]
+            )
+            c.execute(
+                """
+                SELECT * from projects
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Project(self, str(r["project_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_task(
+        self,
+        task_name: str,
+        task_type: str,
+        project_id: Optional[str] = None,
+    ) -> str:
+        """
+        Create a new task with the given task name. Raise EntryAlreadyExistsException if a task
+        with this name has already been created.
+        """
+        if task_name in [""]:
+            raise MephistoDBException(f'Invalid task name "{task_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO tasks(
+                        task_name,
+                        task_type,
+                        project_id,
+                        parent_task_id
+                    ) VALUES (?, ?, ?, ?);""",
+                    (
+                        task_name,
+                        task_type,
+                        nonesafe_int(project_id),
+                        None,
+                    ),
+                )
+                task_id = str(c.lastrowid)
+                return task_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(e)
+                raise MephistoDBException(e)
+
+    def _get_task(self, task_id: str) -> Mapping[str, Any]:
+        """
+        Return task's fields by task_id, raise EntryDoesNotExistException if no id exists
+        in tasks
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("tasks", "task_id", task_id)
+
+    def _find_tasks(
+        self,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> List[Task]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["task_name", "project_id", "parent_task_id"],
+                [task_name, nonesafe_int(project_id), None],
+            )
+            c.execute(
+                """
+                SELECT * from tasks
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Task(self, str(r["task_id"]), row=r, _used_new_call=True) for r in rows
+            ]
+
+    def _update_task(
+        self,
+        task_id: str,
+        task_name: Optional[str] = None,
+        project_id: Optional[str] = None,
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+
+        Tasks can only be updated if no runs exist for this task yet, otherwise there's too much state
+        and we shouldn't make changes.
+        """
+        if len(self.find_task_runs(task_id=task_id)) != 0:
+            raise MephistoDBException(
+                "Cannot edit a task that has already been run, for risk of data corruption."
+            )
+        if task_name in [""]:
+            raise MephistoDBException(f'Invalid task name "{task_name}')
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                if task_name is not None:
+                    c.execute(
+                        """
+                        UPDATE tasks
+                        SET task_name = ?
+                        WHERE task_id = ?;
+                        """,
+                        (task_name, int(task_id)),
+                    )
+                if project_id is not None:
+                    c.execute(
+                        """
+                        UPDATE tasks
+                        SET project_id = ?
+                        WHERE task_id = ?;
+                        """,
+                        (int(project_id), int(task_id)),
+                    )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(
+                        f"Task name {task_name} is already in use"
+                    )
+                raise MephistoDBException(e)
+
+    def _new_task_run(
+        self,
+        task_id: str,
+        requester_id: str,
+        init_params: str,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """Create a new task_run for the given task."""
+        with self.table_access_condition, self._get_connection() as conn:
+            # Ensure given ids are valid
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    INSERT INTO task_runs(
+                        task_id,
+                        requester_id,
+                        init_params,
+                        is_completed,
+                        provider_type,
+                        task_type,
+                        sandbox
+                    )
+                    VALUES (?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(task_id),
+                        int(requester_id),
+                        init_params,
+                        False,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                    ),
+                )
+                task_run_id = str(c.lastrowid)
+                return task_run_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_task_run(self, task_run_id: str) -> Mapping[str, Any]:
+        """
+        Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists
+        in task_runs.
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("task_runs", "task_run_id", task_run_id)
+
+    def _find_task_runs(
+        self,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        is_completed: Optional[bool] = None,
+    ) -> List[TaskRun]:
+        """
+        Try to find any task_run that matches the above. When called with no arguments,
+        return all task_runs.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["task_id", "requester_id", "is_completed"],
+                [nonesafe_int(task_id), nonesafe_int(requester_id), is_completed],
+            )
+            c.execute(
+                """
+                SELECT * from task_runs
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                TaskRun(self, str(r["task_run_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _update_task_run(self, task_run_id: str, is_completed: bool):
+        """
+        Update a task run. At the moment, can only update completion status
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    UPDATE task_runs
+                    SET is_completed = ?
+                    WHERE task_run_id = ?;
+                    """,
+                    (is_completed, int(task_run_id)),
+                )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _new_assignment(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        task_type: str,
+        provider_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """Create a new assignment for the given task"""
+        # Ensure task run exists
+        self.get_task_run(task_run_id)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                INSERT INTO assignments(
+                    task_id,
+                    task_run_id,
+                    requester_id,
+                    task_type,
+                    provider_type,
+                    sandbox
+                ) VALUES (?, ?, ?, ?, ?, ?);""",
+                (
+                    int(task_id),
+                    int(task_run_id),
+                    int(requester_id),
+                    task_type,
+                    provider_type,
+                    sandbox,
+                ),
+            )
+            assignment_id = str(c.lastrowid)
+            return assignment_id
+
+    def _get_assignment(self, assignment_id: str) -> Mapping[str, Any]:
+        """
+        Return assignment's fields by assignment_id, raise EntryDoesNotExistException
+        if no id exists in tasks
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("assignments", "assignment_id", assignment_id)
+
+    def _find_assignments(
+        self,
+        task_run_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+    ) -> List[Assignment]:
+        """
+        Try to find any task that matches the above. When called with no arguments,
+        return all tasks.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "task_run_id",
+                    "task_id",
+                    "requester_id",
+                    "task_type",
+                    "provider_type",
+                    "sandbox",
+                ],
+                [
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(requester_id),
+                    task_type,
+                    provider_type,
+                    sandbox,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from assignments
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Assignment(self, str(r["assignment_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO units(
+                        task_id,
+                        task_run_id,
+                        requester_id,
+                        assignment_id,
+                        unit_index,
+                        pay_amount,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(task_id),
+                        int(task_run_id),
+                        int(requester_id),
+                        int(assignment_id),
+                        unit_index,
+                        pay_amount,
+                        provider_type,
+                        task_type,
+                        sandbox,
+                        AssignmentState.CREATED,
+                    ),
+                )
+                unit_id = str(c.lastrowid)
+                return unit_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                elif is_unique_failure(e):
+                    raise EntryAlreadyExistsException(e)
+                raise MephistoDBException(e)
+
+    def _get_unit(self, unit_id: str) -> Mapping[str, Any]:
+        """
+        Return unit's fields by unit_id, raise EntryDoesNotExistException
+        if no id exists in units
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("units", "unit_id", unit_id)
+
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Try to find any unit that matches the above. When called with no arguments,
+        return all units.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "task_id",
+                    "task_run_id",
+                    "requester_id",
+                    "assignment_id",
+                    "unit_index",
+                    "provider_type",
+                    "task_type",
+                    "agent_id",
+                    "worker_id",
+                    "sandbox",
+                    "status",
+                ],
+                [
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(requester_id),
+                    nonesafe_int(assignment_id),
+                    unit_index,
+                    provider_type,
+                    task_type,
+                    nonesafe_int(agent_id),
+                    nonesafe_int(worker_id),
+                    sandbox,
+                    status,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from units
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Unit(self, str(r["unit_id"]), row=r, _used_new_call=True) for r in rows
+            ]
+
+    def _clear_unit_agent_assignment(self, unit_id: str) -> None:
+        """
+        Update the given unit by removing the agent that is assigned to it, thus updating
+        the status to assignable.
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """
+                    UPDATE units
+                    SET agent_id = ?, worker_id = ?, status = ?
+                    WHERE unit_id = ?;
+                    """,
+                    (None, None, AssignmentState.LAUNCHED, int(unit_id)),
+                )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(
+                        f"Given unit_id {unit_id} not found in the database"
+                    )
+                raise MephistoDBException(e)
+
+    def _update_unit(
+        self, unit_id: str, agent_id: Optional[str] = None, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        if status not in AssignmentState.valid_unit():
+            raise MephistoDBException(f"Invalid status {status} for a unit")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                if agent_id is not None:
+                    c.execute(
+                        """
+                        UPDATE units
+                        SET agent_id = ?
+                        WHERE unit_id = ?;
+                        """,
+                        (int(agent_id), int(unit_id)),
+                    )
+                if status is not None:
+                    c.execute(
+                        """
+                        UPDATE units
+                        SET status = ?
+                        WHERE unit_id = ?;
+                        """,
+                        (status, int(unit_id)),
+                    )
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(
+                        f"Given unit_id {unit_id} not found in the database"
+                    )
+                raise MephistoDBException(e)
+
+    def _new_requester(self, requester_name: str, provider_type: str) -> str:
+        """
+        Create a new requester with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a requester with this name
+        """
+        if requester_name == "":
+            raise MephistoDBException("Empty string is not a valid requester name")
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO requesters(requester_name, provider_type) VALUES (?, ?);",
+                    (requester_name, provider_type),
+                )
+                requester_id = str(c.lastrowid)
+                return requester_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _get_requester(self, requester_id: str) -> Mapping[str, Any]:
+        """
+        Return requester's fields by requester_id, raise EntryDoesNotExistException
+        if no id exists in requesters
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("requesters", "requester_id", requester_id)
+
+    def _find_requesters(
+        self, requester_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Requester]:
+        """
+        Try to find any requester that matches the above. When called with no arguments,
+        return all requesters.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["requester_name", "provider_type"], [requester_name, provider_type]
+            )
+            c.execute(
+                """
+                SELECT * from requesters
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Requester(self, str(r["requester_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_worker(self, worker_name: str, provider_type: str) -> str:
+        """
+        Create a new worker with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a worker with this name
+
+        worker_name should be the unique identifier by which the crowd provider
+        is using to keep track of this worker
+        """
+        if worker_name == "":
+            raise MephistoDBException("Empty string is not a valid requester name")
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO workers(worker_name, provider_type) VALUES (?, ?);",
+                    (worker_name, provider_type),
+                )
+                worker_id = str(c.lastrowid)
+                return worker_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _get_worker(self, worker_id: str) -> Mapping[str, Any]:
+        """
+        Return worker's fields by worker_id, raise EntryDoesNotExistException
+        if no id exists in workers
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("workers", "worker_id", worker_id)
+
+    def _find_workers(
+        self, worker_name: Optional[str] = None, provider_type: Optional[str] = None
+    ) -> List[Worker]:
+        """
+        Try to find any worker that matches the above. When called with no arguments,
+        return all workers.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["worker_name", "provider_type"], [worker_name, provider_type]
+            )
+            c.execute(
+                """
+                SELECT * from workers
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Worker(self, str(r["worker_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Create a new agent with the given name and provider type.
+        Raises EntryAlreadyExistsException
+        if there is already a agent with this name
+        """
+        assert_valid_provider(provider_type)
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO agents(
+                        worker_id,
+                        unit_id,
+                        task_id,
+                        task_run_id,
+                        assignment_id,
+                        task_type,
+                        provider_type,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?);""",
+                    (
+                        int(worker_id),
+                        int(unit_id),
+                        int(task_id),
+                        int(task_run_id),
+                        int(assignment_id),
+                        task_type,
+                        provider_type,
+                        AgentState.STATUS_NONE,
+                    ),
+                )
+                agent_id = str(c.lastrowid)
+                c.execute(
+                    """
+                    UPDATE units
+                    SET status = ?, agent_id = ?, worker_id = ?
+                    WHERE unit_id = ?;
+                    """,
+                    (
+                        AssignmentState.ASSIGNED,
+                        int(agent_id),
+                        int(worker_id),
+                        int(unit_id),
+                    ),
+                )
+                return agent_id
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_agent(self, agent_id: str) -> Mapping[str, Any]:
+        """
+        Return agent's fields by agent_id, raise EntryDoesNotExistException
+        if no id exists in agents
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id("agents", "agent_id", agent_id)
+
+    def _update_agent(self, agent_id: str, status: Optional[str] = None) -> None:
+        """
+        Update the given task with the given parameters if possible, raise appropriate exception otherwise.
+        """
+        if status not in AgentState.valid():
+            raise MephistoDBException(f"Invalid status {status} for an agent")
+
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                UPDATE agents
+                SET status = ?
+                WHERE agent_id = ?;
+                """,
+                (status, int(agent_id)),
+            )
+
+    def _find_agents(
+        self,
+        status: Optional[str] = None,
+        unit_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+        provider_type: Optional[str] = None,
+    ) -> List[Agent]:
+        """
+        Try to find any agent that matches the above. When called with no arguments,
+        return all agents.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "status",
+                    "unit_id",
+                    "worker_id",
+                    "task_id",
+                    "task_run_id",
+                    "assignment_id",
+                    "task_type",
+                    "provider_type",
+                ],
+                [
+                    status,
+                    nonesafe_int(unit_id),
+                    nonesafe_int(worker_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    nonesafe_int(assignment_id),
+                    task_type,
+                    provider_type,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from agents
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Agent(self, str(r["agent_id"]), row=r, _used_new_call=True)
+                for r in rows
+            ]
+
+    def _make_qualification(self, qualification_name: str) -> str:
+        """
+        Make a new qualification, throws an error if a qualification by the given name
+        already exists. Return the id for the qualification.
+        """
+        if qualification_name == "":
+            raise MephistoDBException("Empty string is not a valid qualification name")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    "INSERT INTO qualifications(qualification_name) VALUES (?);",
+                    (qualification_name,),
+                )
+                qualification_id = str(c.lastrowid)
+                return qualification_id
+            except sqlite3.IntegrityError as e:
+                if is_unique_failure(e):
+                    raise EntryAlreadyExistsException()
+                raise MephistoDBException(e)
+
+    def _find_qualifications(
+        self, qualification_name: Optional[str] = None
+    ) -> List[Qualification]:
+        """
+        Find a qualification. If no name is supplied, returns all qualifications.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                ["qualification_name"], [qualification_name]
+            )
+            c.execute(
+                """
+                SELECT * from qualifications
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                Qualification(
+                    self, str(r["qualification_id"]), row=r, _used_new_call=True
+                )
+                for r in rows
+            ]
+
+    def _get_qualification(self, qualification_id: str) -> Mapping[str, Any]:
+        """
+        Return qualification's fields by qualification_id, raise
+        EntryDoesNotExistException if no id exists in qualifications
+
+        See Qualification for the expected fields for the returned mapping
+        """
+        return self.__get_one_by_id(
+            "qualifications", "qualification_id", qualification_id
+        )
+
+    def _delete_qualification(self, qualification_name: str) -> None:
+        """
+        Remove this qualification from all workers that have it, then delete the qualification
+        """
+        qualifications = self.find_qualifications(qualification_name=qualification_name)
+        if len(qualifications) == 0:
+            raise EntryDoesNotExistException(
+                f"No qualification found by name {qualification_name}"
+            )
+        qualification = qualifications[0]
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                "DELETE FROM granted_qualifications WHERE qualification_id = ?1;",
+                (int(qualification.db_id),),
+            )
+            c.execute(
+                "DELETE FROM qualifications WHERE qualification_name = ?1;",
+                (qualification_name,),
+            )
+
+    def _grant_qualification(
+        self, qualification_id: str, worker_id: str, value: int = 1
+    ) -> None:
+        """
+        Grant a worker the given qualification. Update the qualification value if it
+        already exists
+        """
+        # Note that better syntax exists for python 3.8+, as described in PR #223
+        try:
+            # Update existing entry
+            qual_row = self.get_granted_qualification(qualification_id, worker_id)
+            with self.table_access_condition, self._get_connection() as conn:
+                if value != qual_row["value"]:
+                    c = conn.cursor()
+                    c.execute(
+                        """
+                        UPDATE granted_qualifications
+                        SET value = ?
+                        WHERE (qualification_id = ?)
+                        AND (worker_id = ?);
+                        """,
+                        (value, int(qualification_id), int(worker_id)),
+                    )
+                    conn.commit()
+                    return None
+        except EntryDoesNotExistException:
+            with self.table_access_condition, self._get_connection() as conn:
+                c = conn.cursor()
+                try:
+                    c.execute(
+                        """
+                        INSERT INTO granted_qualifications(
+                            qualification_id,
+                            worker_id,
+                            value
+                        ) VALUES (?, ?, ?);
+                        """,
+                        (int(qualification_id), int(worker_id), value),
+                    )
+                    qualification_id = str(c.lastrowid)
+                    conn.commit()
+                    return None
+                except sqlite3.IntegrityError as e:
+                    if is_unique_failure(e):
+                        raise EntryAlreadyExistsException()
+                    raise MephistoDBException(e)
+
+    def _check_granted_qualifications(
+        self,
+        qualification_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        value: Optional[int] = None,
+    ) -> List[GrantedQualification]:
+        """
+        Find granted qualifications that match the given specifications
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from granted_qualifications
+                WHERE (?1 IS NULL OR qualification_id = ?1)
+                AND (?2 IS NULL OR worker_id = ?2)
+                AND (?3 IS NULL OR value = ?3)
+                """,
+                (qualification_id, worker_id, value),
+            )
+            rows = c.fetchall()
+            return [
+                GrantedQualification(
+                    self, str(r["qualification_id"]), str(r["worker_id"])
+                )
+                for r in rows
+            ]
+
+    def _get_granted_qualification(
+        self, qualification_id: str, worker_id: str
+    ) -> Mapping[str, Any]:
+        """
+        Return the granted qualification in the database between the given
+        worker and qualification id
+
+        See GrantedQualification for the expected fields for the returned mapping
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                f"""
+                SELECT * FROM granted_qualifications
+                WHERE (qualification_id = ?1)
+                AND (worker_id = ?2);
+                """,
+                (nonesafe_int(qualification_id), nonesafe_int(worker_id)),
+            )
+            results = c.fetchall()
+            if len(results) != 1:
+                raise EntryDoesNotExistException(
+                    f"No such granted qualification {qualification_id}, {worker_id}"
+                )
+            return results[0]
+
+    def _revoke_qualification(self, qualification_id: str, worker_id: str) -> None:
+        """
+        Remove the given qualification from the given worker
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """DELETE FROM granted_qualifications
+                WHERE (qualification_id = ?1)
+                AND (worker_id = ?2);
+                """,
+                (int(qualification_id), int(worker_id)),
+            )
+
+    def _new_onboarding_agent(
+        self, worker_id: str, task_id: str, task_run_id: str, task_type: str
+    ) -> str:
+        """
+        Create a new agent for the given worker id to assign to the given unit
+        Raises EntryAlreadyExistsException
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            try:
+                c.execute(
+                    """INSERT INTO onboarding_agents(
+                        worker_id,
+                        task_id,
+                        task_run_id,
+                        task_type,
+                        status
+                    ) VALUES (?, ?, ?, ?, ?);""",
+                    (
+                        int(worker_id),
+                        int(task_id),
+                        int(task_run_id),
+                        task_type,
+                        AgentState.STATUS_NONE,
+                    ),
+                )
+                return str(c.lastrowid)
+            except sqlite3.IntegrityError as e:
+                if is_key_failure(e):
+                    raise EntryDoesNotExistException(e)
+                raise MephistoDBException(e)
+
+    def _get_onboarding_agent(self, onboarding_agent_id: str) -> Mapping[str, Any]:
+        """
+        Return onboarding agent's fields by onboarding_agent_id, raise
+        EntryDoesNotExistException if no id exists in onboarding_agents
+
+        Returns a SQLite Row object with the expected fields
+        """
+        return self.__get_one_by_id(
+            "onboarding_agents", "onboarding_agent_id", onboarding_agent_id
+        )
+
+    def _update_onboarding_agent(
+        self, onboarding_agent_id: str, status: Optional[str] = None
+    ) -> None:
+        """
+        Update the given onboarding agent with the given parameters if possible,
+        raise appropriate exception otherwise.
+        """
+        if status not in AgentState.valid():
+            raise MephistoDBException(f"Invalid status {status} for an agent")
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            if status is not None:
+                c.execute(
+                    """
+                    UPDATE onboarding_agents
+                    SET status = ?
+                    WHERE onboarding_agent_id = ?;
+                    """,
+                    (status, int(onboarding_agent_id)),
+                )
+
+    def _find_onboarding_agents(
+        self,
+        status: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        task_type: Optional[str] = None,
+    ) -> List[OnboardingAgent]:
+        """
+        Try to find any onboarding agent that matches the above. When called with no arguments,
+        return all onboarding agents.
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            additional_query, arg_tuple = self.__create_query_and_tuple(
+                [
+                    "status",
+                    "worker_id",
+                    "task_id",
+                    "task_run_id",
+                    "task_type",
+                ],
+                [
+                    status,
+                    nonesafe_int(worker_id),
+                    nonesafe_int(task_id),
+                    nonesafe_int(task_run_id),
+                    task_type,
+                ],
+            )
+            c.execute(
+                """
+                SELECT * from onboarding_agents
+                """
+                + additional_query,
+                arg_tuple,
+            )
+            rows = c.fetchall()
+            return [
+                OnboardingAgent(
+                    self, str(r["onboarding_agent_id"]), row=r, _used_new_call=True
+                )
+                for r in rows
+            ]
+
+ +
+ +

Local database for core Mephisto data storage, the LocalMephistoDatabase handles +grounding all of the python interactions with the Mephisto architecture to +local files and a database.

+
+ + +
+
#   + + + LocalMephistoDB(database_path=None) +
+ +
+ View Source + 
    def __init__(self, database_path=None):
+        logger.debug(f"database path: {database_path}")
+        self.conn: Dict[int, Connection] = {}
+        self.table_access_condition = threading.Condition()
+        super().__init__(database_path)
+
+ +
+ +

Ensure the database is set up and ready to handle data

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+ +
+ +

Close all open connections

+
+ + +
+
+
#   + + + def + init_tables(self) -> None: +
+ +
+ View Source + 
    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_PROJECTS_TABLE)
+                c.execute(CREATE_TASKS_TABLE)
+                c.execute(CREATE_REQUESTERS_TABLE)
+                c.execute(CREATE_TASK_RUNS_TABLE)
+                c.execute(CREATE_ASSIGNMENTS_TABLE)
+                c.execute(CREATE_UNITS_TABLE)
+                c.execute(CREATE_WORKERS_TABLE)
+                c.execute(CREATE_AGENTS_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_GRANTED_QUALIFICATIONS_TABLE)
+                c.execute(CREATE_ONBOARDING_AGENTS_TABLE)
+                c.executescript(CREATE_CORE_INDEXES)
+
+ +
+ +

Run all the table creation SQL queries to ensure the expected tables exist

+
+ + +
+
+
Inherited Members
+
+
mephisto.abstractions.database.MephistoDB
+
get_db_path_for_provider
+
has_datastore_for_provider
+
get_datastore_for_provider
+
set_datastore_for_provider
+
optimized_load
+
cache_result
+
new_project
+
get_project
+
find_projects
+
new_task
+
get_task
+
find_tasks
+
update_task
+
new_task_run
+
get_task_run
+
find_task_runs
+
update_task_run
+
new_assignment
+
get_assignment
+
find_assignments
+
new_unit
+
get_unit
+
find_units
+
clear_unit_agent_assignment
+
update_unit
+
new_requester
+
get_requester
+
find_requesters
+
new_worker
+
get_worker
+
find_workers
+
new_agent
+
get_agent
+
update_agent
+
find_agents
+
new_onboarding_agent
+
get_onboarding_agent
+
update_onboarding_agent
+
find_onboarding_agents
+
make_qualification
+
find_qualifications
+
get_qualification
+
delete_qualification
+
grant_qualification
+
check_granted_qualifications
+
get_granted_qualification
+
revoke_qualification
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/databases/local_singleton_database.html b/docs/web/static/python_api/mephisto/abstractions/databases/local_singleton_database.html new file mode 100644 index 000000000..0af52d6de --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/databases/local_singleton_database.html @@ -0,0 +1,923 @@ + + + + + + + + + mephisto.abstractions.databases.local_singleton_database API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.databases.local_singleton_database

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.database import (
+    MephistoDB,
+    MephistoDBException,
+    EntryAlreadyExistsException,
+    EntryDoesNotExistException,
+)
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from typing import Mapping, Optional, Any, List, Dict
+from mephisto.utils.dirs import get_data_dir
+from mephisto.operations.registry import get_valid_provider_types
+from mephisto.data_model.agent import Agent, AgentState, OnboardingAgent
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.assignment import Assignment, AssignmentState
+from mephisto.data_model.constants import NO_PROJECT_NAME
+from mephisto.data_model.project import Project
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.qualification import Qualification, GrantedQualification
+
+import sqlite3
+from sqlite3 import Connection, Cursor
+import threading
+
+# We should be using WeakValueDictionary rather than a full dict once
+# we're better able to trade-off between memory and space.
+# from weakref import WeakValueDictionary
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+# Note: This class could be a generic factory around any MephistoDB, converting
+# the system to a singleton implementation. It requires all of the data being
+# updated locally though, so binding to LocalMephistoDB makes sense for now.
+class MephistoSingletonDB(LocalMephistoDB):
+    """
+    Class that creates a singleton storage for all accessed data.
+
+    Tries to keep the data usage down with weak references, but it's
+    still subject to memory leaks.
+
+    This is a tradeoff to have more speed for not making db queries from disk
+    """
+
+    # All classes cached by this DB, in order of expected references
+    _cached_classes = [
+        Agent,
+        Unit,
+        Assignment,
+        Worker,
+        OnboardingAgent,
+        Qualification,
+        TaskRun,
+        Task,
+        Project,
+        Requester,
+    ]
+
+    def __init__(self, database_path=None):
+        super().__init__(database_path=database_path)
+
+        # Create singleton dictionaries for entries
+        self._singleton_cache = {k: dict() for k in self._cached_classes}
+        self._assignment_to_unit_mapping: Dict[str, List[Unit]] = {}
+
+    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                return self._singleton_cache[stored_class].get(db_id)
+        return None
+
+    def cache_result(self, target_cls, value) -> None:
+        """Store the result of a load for caching reasons"""
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                self._singleton_cache[stored_class][value.db_id] = value
+                break
+        return None
+
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Wrapper around the new_agent call that finds and updates the unit locally
+        too, as this isn't guaranteed otherwise but is an important part of the singleton
+        """
+        agent_id = super()._new_agent(
+            worker_id,
+            unit_id,
+            task_id,
+            task_run_id,
+            assignment_id,
+            task_type,
+            provider_type,
+        )
+        agent = Agent.get(self, agent_id)
+        unit = agent.get_unit()
+        unit.agent_id = agent_id
+        unit.db_status = AssignmentState.ASSIGNED
+        unit.worker_id = agent.worker_id
+        return agent_id
+
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Uses caching to offset the cost of the most common queries. Defers
+        to the underlying DB for anything outside of those cases.
+        """
+
+        # Finding units is the most common small DB call to be optimized, as
+        # every assignment has multiple units. Thus, we try to break up the
+        # units to be queried by assignment, ensuring the most commonly
+        # queried edge is improved.
+        if assignment_id is not None:
+            if all(
+                v is None
+                for v in [
+                    task_id,
+                    task_run_id,
+                    requester_id,
+                    unit_index,
+                    provider_type,
+                    task_type,
+                    agent_id,
+                    worker_id,
+                    sandbox,
+                    status,
+                ]
+            ):
+                units = self._assignment_to_unit_mapping.get(assignment_id)
+                if units is None:
+                    units = super()._find_units(assignment_id=assignment_id)
+                    self._assignment_to_unit_mapping[assignment_id] = units
+                return units
+
+        # Any other cases are less common and more complicated, and so we don't cache
+        return super()._find_units(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            provider_type=provider_type,
+            task_type=task_type,
+            agent_id=agent_id,
+            worker_id=worker_id,
+            sandbox=sandbox,
+            status=status,
+        )
+
+    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        if assignment_id in self._assignment_to_unit_mapping:
+            del self._assignment_to_unit_mapping[assignment_id]
+        return super()._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +
+
+
+ #   + + + class + MephistoSingletonDB(mephisto.abstractions.databases.local_database.LocalMephistoDB): +
+ +
+ View Source + 
class MephistoSingletonDB(LocalMephistoDB):
+    """
+    Class that creates a singleton storage for all accessed data.
+
+    Tries to keep the data usage down with weak references, but it's
+    still subject to memory leaks.
+
+    This is a tradeoff to have more speed for not making db queries from disk
+    """
+
+    # All classes cached by this DB, in order of expected references
+    _cached_classes = [
+        Agent,
+        Unit,
+        Assignment,
+        Worker,
+        OnboardingAgent,
+        Qualification,
+        TaskRun,
+        Task,
+        Project,
+        Requester,
+    ]
+
+    def __init__(self, database_path=None):
+        super().__init__(database_path=database_path)
+
+        # Create singleton dictionaries for entries
+        self._singleton_cache = {k: dict() for k in self._cached_classes}
+        self._assignment_to_unit_mapping: Dict[str, List[Unit]] = {}
+
+    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                return self._singleton_cache[stored_class].get(db_id)
+        return None
+
+    def cache_result(self, target_cls, value) -> None:
+        """Store the result of a load for caching reasons"""
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                self._singleton_cache[stored_class][value.db_id] = value
+                break
+        return None
+
+    def _new_agent(
+        self,
+        worker_id: str,
+        unit_id: str,
+        task_id: str,
+        task_run_id: str,
+        assignment_id: str,
+        task_type: str,
+        provider_type: str,
+    ) -> str:
+        """
+        Wrapper around the new_agent call that finds and updates the unit locally
+        too, as this isn't guaranteed otherwise but is an important part of the singleton
+        """
+        agent_id = super()._new_agent(
+            worker_id,
+            unit_id,
+            task_id,
+            task_run_id,
+            assignment_id,
+            task_type,
+            provider_type,
+        )
+        agent = Agent.get(self, agent_id)
+        unit = agent.get_unit()
+        unit.agent_id = agent_id
+        unit.db_status = AssignmentState.ASSIGNED
+        unit.worker_id = agent.worker_id
+        return agent_id
+
+    def _find_units(
+        self,
+        task_id: Optional[str] = None,
+        task_run_id: Optional[str] = None,
+        requester_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+        unit_index: Optional[int] = None,
+        provider_type: Optional[str] = None,
+        task_type: Optional[str] = None,
+        agent_id: Optional[str] = None,
+        worker_id: Optional[str] = None,
+        sandbox: Optional[bool] = None,
+        status: Optional[str] = None,
+    ) -> List[Unit]:
+        """
+        Uses caching to offset the cost of the most common queries. Defers
+        to the underlying DB for anything outside of those cases.
+        """
+
+        # Finding units is the most common small DB call to be optimized, as
+        # every assignment has multiple units. Thus, we try to break up the
+        # units to be queried by assignment, ensuring the most commonly
+        # queried edge is improved.
+        if assignment_id is not None:
+            if all(
+                v is None
+                for v in [
+                    task_id,
+                    task_run_id,
+                    requester_id,
+                    unit_index,
+                    provider_type,
+                    task_type,
+                    agent_id,
+                    worker_id,
+                    sandbox,
+                    status,
+                ]
+            ):
+                units = self._assignment_to_unit_mapping.get(assignment_id)
+                if units is None:
+                    units = super()._find_units(assignment_id=assignment_id)
+                    self._assignment_to_unit_mapping[assignment_id] = units
+                return units
+
+        # Any other cases are less common and more complicated, and so we don't cache
+        return super()._find_units(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            provider_type=provider_type,
+            task_type=task_type,
+            agent_id=agent_id,
+            worker_id=worker_id,
+            sandbox=sandbox,
+            status=status,
+        )
+
+    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        if assignment_id in self._assignment_to_unit_mapping:
+            del self._assignment_to_unit_mapping[assignment_id]
+        return super()._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Class that creates a singleton storage for all accessed data.

+ +

Tries to keep the data usage down with weak references, but it's +still subject to memory leaks.

+ +

This is a tradeoff to have more speed for not making db queries from disk

+
+ + +
+
#   + + + MephistoSingletonDB(database_path=None) +
+ +
+ View Source + 
    def __init__(self, database_path=None):
+        super().__init__(database_path=database_path)
+
+        # Create singleton dictionaries for entries
+        self._singleton_cache = {k: dict() for k in self._cached_classes}
+        self._assignment_to_unit_mapping: Dict[str, List[Unit]] = {}
+
+ +
+ +

Ensure the database is set up and ready to handle data

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Close all open connections"""
+        with self.table_access_condition:
+            curr_thread = threading.get_ident()
+            self.conn[curr_thread].close()
+            del self.conn[curr_thread]
+
+ +
+ +

Close all open connections

+
+ + +
+
+
#   + + + def + optimized_load( + self, + target_cls, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None +): +
+ +
+ View Source + 
    def optimized_load(
+        self,
+        target_cls,
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Load the given class in an optimized fashion, if this DB has a more
+        efficient way of storing and managing the data
+        """
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                return self._singleton_cache[stored_class].get(db_id)
+        return None
+
+ +
+ +

Load the given class in an optimized fashion, if this DB has a more +efficient way of storing and managing the data

+
+ + +
+
+
#   + + + def + cache_result(self, target_cls, value) -> None: +
+ +
+ View Source + 
    def cache_result(self, target_cls, value) -> None:
+        """Store the result of a load for caching reasons"""
+        for stored_class in self._cached_classes:
+            if issubclass(target_cls, stored_class):
+                self._singleton_cache[stored_class][value.db_id] = value
+                break
+        return None
+
+ +
+ +

Store the result of a load for caching reasons

+
+ + +
+
+
#   + + + def + new_unit( + self, + task_id: str, + task_run_id: str, + requester_id: str, + assignment_id: str, + unit_index: int, + pay_amount: float, + provider_type: str, + task_type: str, + sandbox: bool = True +) -> str: +
+ +
+ View Source + 
    def new_unit(
+        self,
+        task_id: str,
+        task_run_id: str,
+        requester_id: str,
+        assignment_id: str,
+        unit_index: int,
+        pay_amount: float,
+        provider_type: str,
+        task_type: str,
+        sandbox: bool = True,
+    ) -> str:
+        """
+        Create a new unit with the given index. Raises EntryAlreadyExistsException
+        if there is already a unit for the given assignment with the given index.
+        """
+        if assignment_id in self._assignment_to_unit_mapping:
+            del self._assignment_to_unit_mapping[assignment_id]
+        return super()._new_unit(
+            task_id=task_id,
+            task_run_id=task_run_id,
+            requester_id=requester_id,
+            assignment_id=assignment_id,
+            unit_index=unit_index,
+            pay_amount=pay_amount,
+            provider_type=provider_type,
+            task_type=task_type,
+            sandbox=sandbox,
+        )
+
+ +
+ +

Create a new unit with the given index. Raises EntryAlreadyExistsException +if there is already a unit for the given assignment with the given index.

+
+ + +
+
+
Inherited Members
+
+ +
mephisto.abstractions.database.MephistoDB
+
get_db_path_for_provider
+
has_datastore_for_provider
+
get_datastore_for_provider
+
set_datastore_for_provider
+
new_project
+
get_project
+
find_projects
+
new_task
+
get_task
+
find_tasks
+
update_task
+
new_task_run
+
get_task_run
+
find_task_runs
+
update_task_run
+
new_assignment
+
get_assignment
+
find_assignments
+
get_unit
+
find_units
+
clear_unit_agent_assignment
+
update_unit
+
new_requester
+
get_requester
+
find_requesters
+
new_worker
+
get_worker
+
find_workers
+
new_agent
+
get_agent
+
update_agent
+
find_agents
+
new_onboarding_agent
+
get_onboarding_agent
+
update_onboarding_agent
+
find_onboarding_agents
+
make_qualification
+
find_qualifications
+
get_qualification
+
delete_qualification
+
grant_qualification
+
check_granted_qualifications
+
get_granted_qualification
+
revoke_qualification
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers.html b/docs/web/static/python_api/mephisto/abstractions/providers.html new file mode 100644 index 000000000..cf5922191 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers.html @@ -0,0 +1,389 @@ + + + + + + + + + mephisto.abstractions.providers API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers

+ +

CrowdProviders

+ +

The providers directory is home to the existing providers for Mephisto. This file describes high level what crowd providers do, important details on existing providers, and how to create a new CrowdProvider for an existing crowdsourcing service.

+ +

Implementation Details

+ +

CrowdProviders in short exist to be an abstraction layer between Mephisto and wherever we're sourcing the crowdwork from. Using CrowdProviders lets Mephisto launch the same tasks all over the place using the same code. The primary abstractions that need a little bit of wrapping are the Worker, Agent, Unit, and Requester. These requirements and high level abstraction reasoning are included below, while explicit implementation requirements are provided in the "How to make a new CrowdProvider" section.

+ +

Worker

+ +

The Worker is responsible for keeping long-term track of a worker's individual identity as displayed by a crowd provider. Keeping the worker lets us report statistics about individual workers, as well as set up qualifications that might be more relevant than a provider could have preset. From the CrowdProvider perspective, different crowd providers may have different methods for identifying their workers. They may also have different methods for blocking, unblocking, qualifying, and bonusing workers. In order for Mephisto to be able to handle these actions, the <Crowd>Worker must abstract these.

+ +

If the crowd provider is capable of assigning qualifications to a worker to prevent them from working on tasks they are not eligible for, you can implement grant_crowd_qualification and revoke_crowd_qualification to sync qualifications between the crowd provider and Mephisto. You'll also need to implement the delete_qualification method in the base <Crowd>Provider class if you want to be able to cleanup qualifications you've removed from Mephisto. Depending on the provider, setup_resources_for_task_run or <Crowd>Unit are the correct locations to actually register required qualifications for a task.

+ +

Agent

+ +

The Agent is responsible for keeping track of a Worker's work on a specific Unit. As such, it's used for approving, rejecting, and keeping track of status. Furthermore, it may be required that Mephisto tells a CrowdProvider that a worker has completed the task, so this must be captured as well. <Crowd>Agent handles all of these abstractions.

+ +

Unit

+ +

The Unit is responsible for keeping track of portions of an Assignment that need to be assigned, through the entire process of them being assigned and worked on. From a high level, they are the Assignment-side point of entry into finding work. For the purpose of abstraction, the Unit needs to be able to keep track of it's remote counterpart (whatever thing we assign the worker from the crowd provider's perspective). It also needs to be able to actually _deploy_ the task to be made available through the crowd provider, and potentially expire it when it should be taken offline. <Crowd>Unit handles these abstractions.

+ +

Requester

+ +

The Requester is responsible for providing the account access to be able to launch tasks. As such, any credential creation and management needs to be hidden behind the <Crowd>Requester so that Mephisto doesn't need to know the implementation details.

+ +

Existing Providers

+ +

The providers we currently support are listed below:

+ +

MTurkProvider

+ +

Provides an interface for launching tasks on MTurk and keeping track of workers and work there.

+ +

SandboxMTurkProvider

+ +

A specific interface for launching tasks on the MTurk sandbox

+ +

(TODO) Can we bundle this into the MTurkProvider and make it so that providers have a TEST/SANDBOX mode bundled in? This would clarify how the testing utilities work, without needing to publish real tasks.

+ +

LocalProvider (TODO)

+ +

An interface that allows for launching tasks on your local machine, allowing for ip-address based workers to submit work.

+ +

MockProvider

+ +

An implementation of a provider that allows for robust testing by exposing all of the underlying state to a user.

+ +

How to make a new CrowdProvider

+ +

Both the MockProvider and MTurkProvider are strong examples of implementing a provider. Important implementation details are captured below.

+ +

<Crowd>Provider

+ +

The CrowdProvider implementation is mostly a place to centralize all of the components for this provider, and as such it should set UnitClass, RequesterClass, WorkerClass, and AgentClass. Beyond this it should implement the following:

+ +
    +
  • initialize_provider_datastore: This method should return a connection to any of the data required to keep tabs on the crowd provider. Ideally it should store important information to disk somehow (such as in a SQL database).
    • +
  • setup_resources_for_task_run: This method is called prior to launching a task run, and should setup any kind of details with the provider that are required. For instance, this might register the task before requesting instances, find and register required qualifications, or do any other required prep work such as setting up listeners.
    • +
+ +

<Crowd>Worker

+ +

The <Crowd>Worker implementation needs to handle worker interactions, generally from the perspective of a requester:

+ +
    +
  • bonus_worker: Provide the worker a bonus for the given reason, optionally attached to a unit. Return a tuple of False with an error reason if the operation can't be performed, and (True, "") otherwise.
    • +
  • block_worker: Block the given worker, optionally based on their work on a unit, and from a specific requester. Return a tuple of False with an error reason if the operation can't be performed, and (True, "") otherwise.
    • +
  • unblock_worker: Unblock the worker from a specific requester. Return a tuple of False with an error reason if the operation can't be performed, and (True, "") otherwise.
    • +
  • is_blocked: Provide whether or not this worker is blocked by the given Requester.
    • +
  • is_eligible: Determine if the worker is eligible to work on the given TaskRun.
    • +
+ +

<Crowd>Agent

+ +

The <Crowd>Agent implementation needs to be able to handle the following interactions:

+ +
    +
  • new_from_provider_data: As different providers may give different information upon the creation of an agent (which occurs when a worker accepts a unit), this information is sent through from the server via whatever is packaged in wrap_crowd_source.js. You can then store this into the provider datastore and return an Agent.
    • +
  • approve_work: Tell the crowd provider that this work is accepted. (If allowed)
    • +
  • reject_work: Tell the crowd provider that this work is rejected (if allowed), with the provided feedback reason.
    • +
  • get_status: Return the current agent's status according to the crowd provider (if this state is automatically tracked by the crowd provider, and can be queried). Defaults to whatever status updates the WorkerPool can provide.
    • +
  • mark_done: Tell the crowd provider that the task this agent is working on is now complete (if required). Otherwise just mark it as so in the local database.
    • +
+ +

<Crowd>Unit

+ +

The <Crowd>Unit implementation needs to be able to handle the following interactions:

+ +
    +
  • get_status: Return the status for this unit, as known by the provider.
    • +
  • launch: Given the url of the server to point people to for this task, launch the task and make it available for crowd workers to claim.
    • +
  • expire: Submit a request to expire the HIT, and return the time that will need to be waited in order for that request to be fulfilled (in case it is not immediate).
    • +
+ +

<Crowd>Requester

+ +

The <Crowd>Requester mostly just needs to abstract the registration process, but the full list of functions are below:

+ +
    +
  • register: Given arguments, register this requester
    • +
  • get_register_args: Return the arguments required to register one of these requesters.
    • +
  • is_registered: Determine if the current credentials for a Requester are valid.
    • +
  • get_available_budget (Optional): return the available budget for this requester.
    • +
+ +

(TODO) maybe refactor budget? As not all requesters have budgets? Or perhaps have a few kinds of metadata?

+ +

wrap_crowd_source.js

+ +

A few frontend functions are required to be sure that the backend is able to interface with frontend interactions:

+ +
    +
  • getWorkerName(): Return the worker name, as will be provided to as the identifier for mephisto to know who is attempting the task
    • +
  • getAssignmentId(): Return an identifier for the specific task as represented by the provider.
    • +
  • getAgentRegistration(): Return the data that is going to be passed to the <Crowd>Agent's new_from_provider method. Currently the worker_name field is required to also set up the <Crowd>Worker.
    • +
  • handleSubmitToProvider(): Tell the provider that the task is done from the frontend. Often amounts to hitting some kind of submit button after populating form data.
    • +
+ +

This file may also contain additional logic for handling things like error handling in a crowd provider-specific manner.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock.html new file mode 100644 index 000000000..5f11ac15a --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock.html @@ -0,0 +1,256 @@ + + + + + + + + + mephisto.abstractions.providers.mock API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_agent.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_agent.html new file mode 100644 index 000000000..bcf6d46c0 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_agent.html @@ -0,0 +1,862 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_agent API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_agent

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.agent import Agent
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.abstractions.providers.mock.provider_type import PROVIDER_TYPE
+
+from typing import List, Optional, Tuple, Dict, Mapping, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.packet import Packet
+    from mephisto.abstractions.providers.mock.mock_datastore import MockDatastore
+
+
+class MockAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+        if db_id not in self.datastore.agent_data:
+            self.datastore.agent_data[db_id] = {
+                "observed": [],
+                "pending_acts": [],
+                "acts": [],
+                "pending_submit": None,
+            }
+
+    def observe(self, live_update: Dict[str, Any]) -> None:
+        """Put observations into this mock agent's observation list"""
+        self.datastore.agent_data[self.db_id]["observed"].append(live_update)
+        super().observe(live_update)
+
+    def enqueue_mock_live_update(self, data: Dict[str, Any]) -> None:
+        """Add a fake observation to pull off on the next act call"""
+        self.datastore.agent_data[self.db_id]["pending_acts"] = data
+
+    def enqueue_mock_submit_event(self, data: Dict[str, Any]) -> None:
+        """
+        Add a final submit event to put in the queue for this agent
+        to be called on completion
+        """
+        self.datastore.agent_data[self.db_id]["pending_submit"] = data
+
+    def get_live_update(self, timeout=None) -> Optional[Dict[str, Any]]:
+        """
+        Either take an act from this mock agent's act queue (for use
+        by tests and other mock purposes) or request a regular act
+        (for use in manual testing).
+        """
+        if len(self.datastore.agent_data[self.db_id]["pending_acts"]) > 0:
+            act = self.datastore.agent_data[self.db_id]["pending_acts"].pop(0)
+        else:
+            act = super().get_live_update(timeout=timeout)
+
+        if act is not None:
+            self.datastore.agent_data[self.db_id]["acts"].append(act)
+        return act
+
+    def approve_work(self) -> None:
+        """
+        Approve the work done on this specific Unit
+
+        Mock Units
+        """
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """
+        Reject the work done on this specific Unit
+        """
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self):
+        """No need to tell mock crowd provider about doneness"""
+        pass
+
+    def mark_disconnected(self) -> None:
+        """Mark this mock agent as having disconnected"""
+        self.update_status(AgentState.STATUS_DISCONNECT)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """
+        Check the submission status of this agent, first popping off
+        and triggering a local submit if there is one on a timeout submit
+        """
+        if self.did_submit.is_set():
+            return True
+        if timeout is not None:
+            local_submit = self.datastore.agent_data[self.db_id]["pending_submit"]
+            if local_submit is not None:
+                self.handle_submit(local_submit)
+        return super().await_submit(timeout)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MockAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MockAgent(mephisto.data_model.agent.Agent): +
+ +
+ View Source + 
class MockAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+        if db_id not in self.datastore.agent_data:
+            self.datastore.agent_data[db_id] = {
+                "observed": [],
+                "pending_acts": [],
+                "acts": [],
+                "pending_submit": None,
+            }
+
+    def observe(self, live_update: Dict[str, Any]) -> None:
+        """Put observations into this mock agent's observation list"""
+        self.datastore.agent_data[self.db_id]["observed"].append(live_update)
+        super().observe(live_update)
+
+    def enqueue_mock_live_update(self, data: Dict[str, Any]) -> None:
+        """Add a fake observation to pull off on the next act call"""
+        self.datastore.agent_data[self.db_id]["pending_acts"] = data
+
+    def enqueue_mock_submit_event(self, data: Dict[str, Any]) -> None:
+        """
+        Add a final submit event to put in the queue for this agent
+        to be called on completion
+        """
+        self.datastore.agent_data[self.db_id]["pending_submit"] = data
+
+    def get_live_update(self, timeout=None) -> Optional[Dict[str, Any]]:
+        """
+        Either take an act from this mock agent's act queue (for use
+        by tests and other mock purposes) or request a regular act
+        (for use in manual testing).
+        """
+        if len(self.datastore.agent_data[self.db_id]["pending_acts"]) > 0:
+            act = self.datastore.agent_data[self.db_id]["pending_acts"].pop(0)
+        else:
+            act = super().get_live_update(timeout=timeout)
+
+        if act is not None:
+            self.datastore.agent_data[self.db_id]["acts"].append(act)
+        return act
+
+    def approve_work(self) -> None:
+        """
+        Approve the work done on this specific Unit
+
+        Mock Units
+        """
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """
+        Reject the work done on this specific Unit
+        """
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self):
+        """No need to tell mock crowd provider about doneness"""
+        pass
+
+    def mark_disconnected(self) -> None:
+        """Mark this mock agent as having disconnected"""
+        self.update_status(AgentState.STATUS_DISCONNECT)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """
+        Check the submission status of this agent, first popping off
+        and triggering a local submit if there is one on a timeout submit
+        """
+        if self.did_submit.is_set():
+            return True
+        if timeout is not None:
+            local_submit = self.datastore.agent_data[self.db_id]["pending_submit"]
+            if local_submit is not None:
+                self.handle_submit(local_submit)
+        return super().await_submit(timeout)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MockAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
#   + + + MockAgent( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Agent class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Agent +as you will instead be returned the correct Agent class according to +the crowdprovider associated with this Agent.

+
+ + +
+
+
#   + + + def + observe(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def observe(self, live_update: Dict[str, Any]) -> None:
+        """Put observations into this mock agent's observation list"""
+        self.datastore.agent_data[self.db_id]["observed"].append(live_update)
+        super().observe(live_update)
+
+ +
+ +

Put observations into this mock agent's observation list

+
+ + +
+
+
#   + + + def + enqueue_mock_live_update(self, data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def enqueue_mock_live_update(self, data: Dict[str, Any]) -> None:
+        """Add a fake observation to pull off on the next act call"""
+        self.datastore.agent_data[self.db_id]["pending_acts"] = data
+
+ +
+ +

Add a fake observation to pull off on the next act call

+
+ + +
+
+
#   + + + def + enqueue_mock_submit_event(self, data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def enqueue_mock_submit_event(self, data: Dict[str, Any]) -> None:
+        """
+        Add a final submit event to put in the queue for this agent
+        to be called on completion
+        """
+        self.datastore.agent_data[self.db_id]["pending_submit"] = data
+
+ +
+ +

Add a final submit event to put in the queue for this agent +to be called on completion

+
+ + +
+
+
#   + + + def + get_live_update(self, timeout=None) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_live_update(self, timeout=None) -> Optional[Dict[str, Any]]:
+        """
+        Either take an act from this mock agent's act queue (for use
+        by tests and other mock purposes) or request a regular act
+        (for use in manual testing).
+        """
+        if len(self.datastore.agent_data[self.db_id]["pending_acts"]) > 0:
+            act = self.datastore.agent_data[self.db_id]["pending_acts"].pop(0)
+        else:
+            act = super().get_live_update(timeout=timeout)
+
+        if act is not None:
+            self.datastore.agent_data[self.db_id]["acts"].append(act)
+        return act
+
+ +
+ +

Either take an act from this mock agent's act queue (for use +by tests and other mock purposes) or request a regular act +(for use in manual testing).

+
+ + +
+
+
#   + + + def + approve_work(self) -> None: +
+ +
+ View Source + 
    def approve_work(self) -> None:
+        """
+        Approve the work done on this specific Unit
+
+        Mock Units
+        """
+        self.update_status(AgentState.STATUS_APPROVED)
+
+ +
+ +

Approve the work done on this specific Unit

+ +

Mock Units

+
+ + +
+
+
#   + + + def + reject_work(self, reason) -> None: +
+ +
+ View Source + 
    def reject_work(self, reason) -> None:
+        """
+        Reject the work done on this specific Unit
+        """
+        self.update_status(AgentState.STATUS_REJECTED)
+
+ +
+ +

Reject the work done on this specific Unit

+
+ + +
+
+
#   + + + def + mark_done(self): +
+ +
+ View Source + 
    def mark_done(self):
+        """No need to tell mock crowd provider about doneness"""
+        pass
+
+ +
+ +

No need to tell mock crowd provider about doneness

+
+ + +
+
+
#   + + + def + mark_disconnected(self) -> None: +
+ +
+ View Source + 
    def mark_disconnected(self) -> None:
+        """Mark this mock agent as having disconnected"""
+        self.update_status(AgentState.STATUS_DISCONNECT)
+
+ +
+ +

Mark this mock agent as having disconnected

+
+ + +
+
+
#   + + + def + await_submit(self, timeout: Union[int, NoneType] = None) -> bool: +
+ +
+ View Source + 
    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """
+        Check the submission status of this agent, first popping off
+        and triggering a local submit if there is one on a timeout submit
+        """
+        if self.did_submit.is_set():
+            return True
+        if timeout is not None:
+            local_submit = self.datastore.agent_data[self.db_id]["pending_submit"]
+            if local_submit is not None:
+                self.handle_submit(local_submit)
+        return super().await_submit(timeout)
+
+ +
+ +

Check the submission status of this agent, first popping off +and triggering a local submit if there is one on a timeout submit

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MockAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

Create an agent for this worker to be used for work on the given Unit.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_datastore.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_datastore.html new file mode 100644 index 000000000..a489c1002 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_datastore.html @@ -0,0 +1,1058 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_datastore API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_datastore

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import sqlite3
+import os
+import threading
+
+from datetime import datetime
+
+from typing import Dict, Any, Optional
+
+MTURK_REGION_NAME = "us-east-1"
+
+CREATE_REQUESTERS_TABLE = """CREATE TABLE IF NOT EXISTS requesters (
+    requester_id TEXT PRIMARY KEY UNIQUE,
+    is_registered BOOLEAN
+);
+"""
+
+CREATE_UNITS_TABLE = """CREATE TABLE IF NOT EXISTS units (
+    unit_id TEXT PRIMARY KEY UNIQUE,
+    is_expired BOOLEAN
+);
+"""
+
+CREATE_WORKERS_TABLE = """CREATE TABLE IF NOT EXISTS workers (
+    worker_id TEXT PRIMARY KEY UNIQUE,
+    is_blocked BOOLEAN
+);
+"""
+
+
+class MockDatastore:
+    """
+    Handles storing mock results and statuses across processes for use
+    in unit testing and manual experimentation.
+    """
+
+    def __init__(self, datastore_root: str):
+        """Initialize local storage of active agents, connect to the database"""
+        self.agent_data: Dict[str, Dict[str, Any]] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mock.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+
+    def _get_connection(self) -> sqlite3.Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            conn = sqlite3.connect(self.db_path)
+            conn.row_factory = sqlite3.Row
+            self.conn[curr_thread] = conn
+        return self.conn[curr_thread]
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            c = conn.cursor()
+            c.execute(CREATE_REQUESTERS_TABLE)
+            c.execute(CREATE_UNITS_TABLE)
+            c.execute(CREATE_WORKERS_TABLE)
+            conn.commit()
+
+    def ensure_requester_exists(self, requester_id: str) -> None:
+        """Create a record of this requester if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO requesters(
+                    requester_id,
+                    is_registered
+                ) VALUES (?, ?);""",
+                (requester_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_requester_registered(self, requester_id: str, val: bool) -> None:
+        """Set the requester registration status for the given id"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE requesters
+                SET is_registered = ?
+                WHERE requester_id = ?
+                """,
+                (val, requester_id),
+            )
+            conn.commit()
+            return None
+
+    def get_requester_registered(self, requester_id: str) -> bool:
+        """Get the registration status of a requester"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_registered from requesters
+                WHERE requester_id = ?
+                """,
+                (requester_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_registered"])
+
+    def ensure_worker_exists(self, worker_id: str) -> None:
+        """Create a record of this worker if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO workers(
+                    worker_id,
+                    is_blocked
+                ) VALUES (?, ?);""",
+                (worker_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_worker_blocked(self, worker_id: str, val: bool) -> None:
+        """Set the worker registration status for the given id"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE workers
+                SET is_blocked = ?
+                WHERE worker_id = ?
+                """,
+                (val, worker_id),
+            )
+            conn.commit()
+            return None
+
+    def get_worker_blocked(self, worker_id: str) -> bool:
+        """Get the registration status of a worker"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_blocked from workers
+                WHERE worker_id = ?
+                """,
+                (worker_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_blocked"])
+
+    def ensure_unit_exists(self, unit_id: str) -> None:
+        """Create a record of this unit if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO units(
+                    unit_id,
+                    is_expired
+                ) VALUES (?, ?);""",
+                (unit_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_unit_expired(self, unit_id: str, val: bool) -> None:
+        """Set the unit registration status for the given id"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE units
+                SET is_expired = ?
+                WHERE unit_id = ?
+                """,
+                (val, unit_id),
+            )
+            conn.commit()
+            return None
+
+    def get_unit_expired(self, unit_id: str) -> bool:
+        """Get the registration status of a unit"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_expired from units
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_expired"])
+
+ +
+ +
+
+
+ #   + + + class + MockDatastore: +
+ +
+ View Source + 
class MockDatastore:
+    """
+    Handles storing mock results and statuses across processes for use
+    in unit testing and manual experimentation.
+    """
+
+    def __init__(self, datastore_root: str):
+        """Initialize local storage of active agents, connect to the database"""
+        self.agent_data: Dict[str, Dict[str, Any]] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mock.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+
+    def _get_connection(self) -> sqlite3.Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            conn = sqlite3.connect(self.db_path)
+            conn.row_factory = sqlite3.Row
+            self.conn[curr_thread] = conn
+        return self.conn[curr_thread]
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            c = conn.cursor()
+            c.execute(CREATE_REQUESTERS_TABLE)
+            c.execute(CREATE_UNITS_TABLE)
+            c.execute(CREATE_WORKERS_TABLE)
+            conn.commit()
+
+    def ensure_requester_exists(self, requester_id: str) -> None:
+        """Create a record of this requester if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO requesters(
+                    requester_id,
+                    is_registered
+                ) VALUES (?, ?);""",
+                (requester_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_requester_registered(self, requester_id: str, val: bool) -> None:
+        """Set the requester registration status for the given id"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE requesters
+                SET is_registered = ?
+                WHERE requester_id = ?
+                """,
+                (val, requester_id),
+            )
+            conn.commit()
+            return None
+
+    def get_requester_registered(self, requester_id: str) -> bool:
+        """Get the registration status of a requester"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_registered from requesters
+                WHERE requester_id = ?
+                """,
+                (requester_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_registered"])
+
+    def ensure_worker_exists(self, worker_id: str) -> None:
+        """Create a record of this worker if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO workers(
+                    worker_id,
+                    is_blocked
+                ) VALUES (?, ?);""",
+                (worker_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_worker_blocked(self, worker_id: str, val: bool) -> None:
+        """Set the worker registration status for the given id"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE workers
+                SET is_blocked = ?
+                WHERE worker_id = ?
+                """,
+                (val, worker_id),
+            )
+            conn.commit()
+            return None
+
+    def get_worker_blocked(self, worker_id: str) -> bool:
+        """Get the registration status of a worker"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_blocked from workers
+                WHERE worker_id = ?
+                """,
+                (worker_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_blocked"])
+
+    def ensure_unit_exists(self, unit_id: str) -> None:
+        """Create a record of this unit if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO units(
+                    unit_id,
+                    is_expired
+                ) VALUES (?, ?);""",
+                (unit_id, False),
+            )
+            conn.commit()
+            return None
+
+    def set_unit_expired(self, unit_id: str, val: bool) -> None:
+        """Set the unit registration status for the given id"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE units
+                SET is_expired = ?
+                WHERE unit_id = ?
+                """,
+                (val, unit_id),
+            )
+            conn.commit()
+            return None
+
+    def get_unit_expired(self, unit_id: str) -> bool:
+        """Get the registration status of a unit"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_expired from units
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_expired"])
+
+ +
+ +

Handles storing mock results and statuses across processes for use +in unit testing and manual experimentation.

+
+ + +
+
#   + + + MockDatastore(datastore_root: str) +
+ +
+ View Source + 
    def __init__(self, datastore_root: str):
+        """Initialize local storage of active agents, connect to the database"""
+        self.agent_data: Dict[str, Dict[str, Any]] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mock.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+
+ +
+ +

Initialize local storage of active agents, connect to the database

+
+ + +
+
+
#   + + + def + init_tables(self) -> None: +
+ +
+ View Source + 
    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            c = conn.cursor()
+            c.execute(CREATE_REQUESTERS_TABLE)
+            c.execute(CREATE_UNITS_TABLE)
+            c.execute(CREATE_WORKERS_TABLE)
+            conn.commit()
+
+ +
+ +

Run all the table creation SQL queries to ensure the expected tables exist

+
+ + +
+
+
#   + + + def + ensure_requester_exists(self, requester_id: str) -> None: +
+ +
+ View Source + 
    def ensure_requester_exists(self, requester_id: str) -> None:
+        """Create a record of this requester if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO requesters(
+                    requester_id,
+                    is_registered
+                ) VALUES (?, ?);""",
+                (requester_id, False),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Create a record of this requester if it doesn't exist

+
+ + +
+
+
#   + + + def + set_requester_registered(self, requester_id: str, val: bool) -> None: +
+ +
+ View Source + 
    def set_requester_registered(self, requester_id: str, val: bool) -> None:
+        """Set the requester registration status for the given id"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE requesters
+                SET is_registered = ?
+                WHERE requester_id = ?
+                """,
+                (val, requester_id),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Set the requester registration status for the given id

+
+ + +
+
+
#   + + + def + get_requester_registered(self, requester_id: str) -> bool: +
+ +
+ View Source + 
    def get_requester_registered(self, requester_id: str) -> bool:
+        """Get the registration status of a requester"""
+        self.ensure_requester_exists(requester_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_registered from requesters
+                WHERE requester_id = ?
+                """,
+                (requester_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_registered"])
+
+ +
+ +

Get the registration status of a requester

+
+ + +
+
+
#   + + + def + ensure_worker_exists(self, worker_id: str) -> None: +
+ +
+ View Source + 
    def ensure_worker_exists(self, worker_id: str) -> None:
+        """Create a record of this worker if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO workers(
+                    worker_id,
+                    is_blocked
+                ) VALUES (?, ?);""",
+                (worker_id, False),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Create a record of this worker if it doesn't exist

+
+ + +
+
+
#   + + + def + set_worker_blocked(self, worker_id: str, val: bool) -> None: +
+ +
+ View Source + 
    def set_worker_blocked(self, worker_id: str, val: bool) -> None:
+        """Set the worker registration status for the given id"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE workers
+                SET is_blocked = ?
+                WHERE worker_id = ?
+                """,
+                (val, worker_id),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Set the worker registration status for the given id

+
+ + +
+
+
#   + + + def + get_worker_blocked(self, worker_id: str) -> bool: +
+ +
+ View Source + 
    def get_worker_blocked(self, worker_id: str) -> bool:
+        """Get the registration status of a worker"""
+        self.ensure_worker_exists(worker_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_blocked from workers
+                WHERE worker_id = ?
+                """,
+                (worker_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_blocked"])
+
+ +
+ +

Get the registration status of a worker

+
+ + +
+
+
#   + + + def + ensure_unit_exists(self, unit_id: str) -> None: +
+ +
+ View Source + 
    def ensure_unit_exists(self, unit_id: str) -> None:
+        """Create a record of this unit if it doesn't exist"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """INSERT OR IGNORE INTO units(
+                    unit_id,
+                    is_expired
+                ) VALUES (?, ?);""",
+                (unit_id, False),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Create a record of this unit if it doesn't exist

+
+ + +
+
+
#   + + + def + set_unit_expired(self, unit_id: str, val: bool) -> None: +
+ +
+ View Source + 
    def set_unit_expired(self, unit_id: str, val: bool) -> None:
+        """Set the unit registration status for the given id"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """UPDATE units
+                SET is_expired = ?
+                WHERE unit_id = ?
+                """,
+                (val, unit_id),
+            )
+            conn.commit()
+            return None
+
+ +
+ +

Set the unit registration status for the given id

+
+ + +
+
+
#   + + + def + get_unit_expired(self, unit_id: str) -> bool: +
+ +
+ View Source + 
    def get_unit_expired(self, unit_id: str) -> bool:
+        """Get the registration status of a unit"""
+        self.ensure_unit_exists(unit_id)
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT is_expired from units
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return bool(results[0]["is_expired"])
+
+ +
+ +

Get the registration status of a unit

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_provider.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_provider.html new file mode 100644 index 000000000..c990ad8c8 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_provider.html @@ -0,0 +1,1127 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_provider API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_provider

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.crowd_provider import CrowdProvider, ProviderArgs
+from mephisto.abstractions.providers.mock.mock_agent import MockAgent
+from mephisto.abstractions.providers.mock.mock_requester import MockRequester
+from mephisto.abstractions.providers.mock.mock_unit import MockUnit
+from mephisto.abstractions.providers.mock.mock_worker import MockWorker
+from mephisto.abstractions.providers.mock.mock_datastore import MockDatastore
+from mephisto.abstractions.providers.mock.provider_type import PROVIDER_TYPE
+from mephisto.data_model.requester import RequesterArgs
+from mephisto.operations.registry import register_mephisto_abstraction
+from dataclasses import dataclass, field
+
+from typing import ClassVar, Dict, Any, Optional, Type, List, TYPE_CHECKING
+
+import os
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.requester import Requester
+    from mephisto.data_model.agent import Agent
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from omegaconf import DictConfig
+
+
+@dataclass
+class MockProviderArgs(ProviderArgs):
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+
+@register_mephisto_abstraction()
+class MockProvider(CrowdProvider):
+    """
+    Mock implementation of a CrowdProvider that stores everything
+    in a local state in the class for use in tests.
+    """
+
+    UnitClass: ClassVar[Type["Unit"]] = MockUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = MockRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = MockWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = MockAgent
+
+    ArgsClass = MockProviderArgs
+
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    curr_db_location: ClassVar[str]
+
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """Mocks don't need any initialization"""
+        return MockDatastore(datastore_root=storage_path)
+
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+ +
+ +
+
+
+ #   + + + class + MockProviderArgs(mephisto.abstractions.crowd_provider.ProviderArgs): +
+ +
+ View Source + 
class MockProviderArgs(ProviderArgs):
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Base class for arguments to configure Crowd Providers

+
+ + +
+
#   + + + MockProviderArgs(_provider_type: str = 'mock', requester_name: str = '???') +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MockProvider(mephisto.abstractions.crowd_provider.CrowdProvider): +
+ +
+ View Source + 
class MockProvider(CrowdProvider):
+    """
+    Mock implementation of a CrowdProvider that stores everything
+    in a local state in the class for use in tests.
+    """
+
+    UnitClass: ClassVar[Type["Unit"]] = MockUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = MockRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = MockWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = MockAgent
+
+    ArgsClass = MockProviderArgs
+
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    curr_db_location: ClassVar[str]
+
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """Mocks don't need any initialization"""
+        return MockDatastore(datastore_root=storage_path)
+
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+ +
+ +

Mock implementation of a CrowdProvider that stores everything +in a local state in the class for use in tests.

+
+ + +
+
#   + + PROVIDER_TYPE = 'mock' +
+ + + + +
+
+
#   + + + def + initialize_provider_datastore(self, storage_path: str) -> Any: +
+ +
+ View Source + 
    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """Mocks don't need any initialization"""
+        return MockDatastore(datastore_root=storage_path)
+
+ +
+ +

Mocks don't need any initialization

+
+ + +
+
+
#   + + + def + setup_resources_for_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + server_url: str +) -> None: +
+ +
+ View Source + 
    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+ +
+ +

Mocks don't do any initialization

+
+ + +
+
+
#   + + + def + cleanup_resources_from_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + server_url: str +) -> None: +
+ +
+ View Source + 
    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """Mocks don't do any initialization"""
+        return None
+
+ +
+ +

Mocks don't do any initialization

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_wrapper_js_path(cls): +
+ +
+ View Source + 
    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+ +
+ +

Return the path to the wrap_crowd_source.js file for this +provider to be deployed to the server

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MockProvider.UnitClass(mephisto.data_model.unit.Unit): +
+ +
+ View Source + 
class MockUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def launch(self, task_url: str) -> None:
+        """Mock launches do nothing right now beyond updating state"""
+        self.set_db_status(status=AssignmentState.LAUNCHED)
+
+        # TODO(OWN) get this link to the frontend
+        port = task_url.split(":")[1].split("/")[0]
+        print(task_url)
+        print(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id}"
+        )
+        logger.info(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id} for assignment {self.assignment_id}"
+        )
+
+        return None
+
+    def expire(self) -> float:
+        """Expiration is immediate on Mocks"""
+        if self.get_status() not in [
+            AssignmentState.EXPIRED,
+            AssignmentState.COMPLETED,
+        ]:
+            self.set_db_status(AssignmentState.EXPIRED)
+        self.datastore.set_unit_expired(self.db_id, True)
+        return 0.0
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        return self.datastore.get_unit_expired(self.db_id)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MockUnit._register_unit(db, assignment, index, pay_amount, PROVIDER_TYPE)
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+ +

It should be extended for usage with a specific crowd provider

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MockProvider.RequesterClass(mephisto.data_model.requester.Requester): +
+ +
+ View Source + 
class MockRequester(Requester):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass = MockRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def register(self, args: Optional["DictConfig"] = None) -> None:
+        """Mock requesters don't actually register credentials"""
+        if args is not None:
+            if args.get("force_fail") is True:
+                raise Exception("Forced failure test exception was set")
+        else:
+            self.datastore.set_requester_registered(self.db_id, True)
+
+    def is_registered(self) -> bool:
+        """Return the registration status"""
+        return self.datastore.get_requester_registered(self.db_id)
+
+    def get_available_budget(self) -> float:
+        """MockRequesters have $100000 to spend"""
+        return MOCK_BUDGET
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """MockRequesters are for testing only, and are thus treated as sandbox"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MockRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

High level class representing a requester on some kind of crowd provider. Sets some default +initializations, but mostly should be extended by the specific requesters for crowd providers +with whatever implementation details are required to get those to work.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MockProvider.WorkerClass(mephisto.data_model.worker.Worker): +
+ +
+ View Source + 
class MockWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        self.datastore.set_worker_blocked(self.db_id, True)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        self.datastore.set_worker_blocked(self.db_id, False)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        return self.datastore.get_worker_blocked(self.db_id)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MockWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MockProvider.AgentClass(mephisto.data_model.agent.Agent): +
+ +
+ View Source + 
class MockAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+        if db_id not in self.datastore.agent_data:
+            self.datastore.agent_data[db_id] = {
+                "observed": [],
+                "pending_acts": [],
+                "acts": [],
+                "pending_submit": None,
+            }
+
+    def observe(self, live_update: Dict[str, Any]) -> None:
+        """Put observations into this mock agent's observation list"""
+        self.datastore.agent_data[self.db_id]["observed"].append(live_update)
+        super().observe(live_update)
+
+    def enqueue_mock_live_update(self, data: Dict[str, Any]) -> None:
+        """Add a fake observation to pull off on the next act call"""
+        self.datastore.agent_data[self.db_id]["pending_acts"] = data
+
+    def enqueue_mock_submit_event(self, data: Dict[str, Any]) -> None:
+        """
+        Add a final submit event to put in the queue for this agent
+        to be called on completion
+        """
+        self.datastore.agent_data[self.db_id]["pending_submit"] = data
+
+    def get_live_update(self, timeout=None) -> Optional[Dict[str, Any]]:
+        """
+        Either take an act from this mock agent's act queue (for use
+        by tests and other mock purposes) or request a regular act
+        (for use in manual testing).
+        """
+        if len(self.datastore.agent_data[self.db_id]["pending_acts"]) > 0:
+            act = self.datastore.agent_data[self.db_id]["pending_acts"].pop(0)
+        else:
+            act = super().get_live_update(timeout=timeout)
+
+        if act is not None:
+            self.datastore.agent_data[self.db_id]["acts"].append(act)
+        return act
+
+    def approve_work(self) -> None:
+        """
+        Approve the work done on this specific Unit
+
+        Mock Units
+        """
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """
+        Reject the work done on this specific Unit
+        """
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self):
+        """No need to tell mock crowd provider about doneness"""
+        pass
+
+    def mark_disconnected(self) -> None:
+        """Mark this mock agent as having disconnected"""
+        self.update_status(AgentState.STATUS_DISCONNECT)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """
+        Check the submission status of this agent, first popping off
+        and triggering a local submit if there is one on a timeout submit
+        """
+        if self.did_submit.is_set():
+            return True
+        if timeout is not None:
+            local_submit = self.datastore.agent_data[self.db_id]["pending_submit"]
+            if local_submit is not None:
+                self.handle_submit(local_submit)
+        return super().await_submit(timeout)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MockAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MockProvider.ArgsClass(mephisto.abstractions.crowd_provider.ProviderArgs): +
+ +
+ View Source + 
class MockProviderArgs(ProviderArgs):
+    """Base class for arguments to configure Crowd Providers"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Base class for arguments to configure Crowd Providers

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_requester.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_requester.html new file mode 100644 index 000000000..6dd47e905 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_requester.html @@ -0,0 +1,734 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_requester API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_requester

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from dataclasses import dataclass, field
+from mephisto.data_model.requester import Requester, RequesterArgs
+from mephisto.abstractions.providers.mock.provider_type import PROVIDER_TYPE
+
+from typing import Optional, Dict, List, Mapping, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.providers.mock.mock_datastore import MockDatastore
+    from argparse import _ArgumentGroup as ArgumentGroup
+    from omegaconf import DictConfig
+
+MOCK_BUDGET = 100000.0
+
+
+@dataclass
+class MockRequesterArgs(RequesterArgs):
+    name: str = field(
+        default="MOCK_REQUESTER",
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+    force_fail: bool = field(
+        default=False, metadata={"help": "Trigger a failed registration"}
+    )
+
+
+class MockRequester(Requester):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass = MockRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def register(self, args: Optional["DictConfig"] = None) -> None:
+        """Mock requesters don't actually register credentials"""
+        if args is not None:
+            if args.get("force_fail") is True:
+                raise Exception("Forced failure test exception was set")
+        else:
+            self.datastore.set_requester_registered(self.db_id, True)
+
+    def is_registered(self) -> bool:
+        """Return the registration status"""
+        return self.datastore.get_requester_registered(self.db_id)
+
+    def get_available_budget(self) -> float:
+        """MockRequesters have $100000 to spend"""
+        return MOCK_BUDGET
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """MockRequesters are for testing only, and are thus treated as sandbox"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MockRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MockRequesterArgs(mephisto.data_model.requester.RequesterArgs): +
+ +
+ View Source + 
class MockRequesterArgs(RequesterArgs):
+    name: str = field(
+        default="MOCK_REQUESTER",
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+    force_fail: bool = field(
+        default=False, metadata={"help": "Trigger a failed registration"}
+    )
+
+ +
+ +

MockRequesterArgs(name: str = 'MOCK_REQUESTER', force_fail: bool = False)

+
+ + +
+
#   + + + MockRequesterArgs(name: str = 'MOCK_REQUESTER', force_fail: bool = False) +
+ + + + +
+
+
#   + + name: str = 'MOCK_REQUESTER' +
+ + + + +
+
+
#   + + force_fail: bool = False +
+ + + + +
+
+
+
+ #   + + + class + MockRequester(mephisto.data_model.requester.Requester): +
+ +
+ View Source + 
class MockRequester(Requester):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass = MockRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def register(self, args: Optional["DictConfig"] = None) -> None:
+        """Mock requesters don't actually register credentials"""
+        if args is not None:
+            if args.get("force_fail") is True:
+                raise Exception("Forced failure test exception was set")
+        else:
+            self.datastore.set_requester_registered(self.db_id, True)
+
+    def is_registered(self) -> bool:
+        """Return the registration status"""
+        return self.datastore.get_requester_registered(self.db_id)
+
+    def get_available_budget(self) -> float:
+        """MockRequesters have $100000 to spend"""
+        return MOCK_BUDGET
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """MockRequesters are for testing only, and are thus treated as sandbox"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MockRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

High level class representing a requester on some kind of crowd provider. Sets some default +initializations, but mostly should be extended by the specific requesters for crowd providers +with whatever implementation details are required to get those to work.

+
+ + +
+
#   + + + MockRequester( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Requester class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Requester +as you will instead be returned the correct Requester class according to +the crowdprovider associated with this Requester.

+
+ + +
+
+
#   + + + def + register( + self, + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> None: +
+ +
+ View Source + 
    def register(self, args: Optional["DictConfig"] = None) -> None:
+        """Mock requesters don't actually register credentials"""
+        if args is not None:
+            if args.get("force_fail") is True:
+                raise Exception("Forced failure test exception was set")
+        else:
+            self.datastore.set_requester_registered(self.db_id, True)
+
+ +
+ +

Mock requesters don't actually register credentials

+
+ + +
+
+
#   + + + def + is_registered(self) -> bool: +
+ +
+ View Source + 
    def is_registered(self) -> bool:
+        """Return the registration status"""
+        return self.datastore.get_requester_registered(self.db_id)
+
+ +
+ +

Return the registration status

+
+ + +
+
+
#   + + + def + get_available_budget(self) -> float: +
+ +
+ View Source + 
    def get_available_budget(self) -> float:
+        """MockRequesters have $100000 to spend"""
+        return MOCK_BUDGET
+
+ +
+ +

MockRequesters have $100000 to spend

+
+ + +
+
+
#   + +
@classmethod
+ + def + is_sandbox(self) -> bool: +
+ +
+ View Source + 
    @classmethod
+    def is_sandbox(self) -> bool:
+        """MockRequesters are for testing only, and are thus treated as sandbox"""
+        return True
+
+ +
+ +

MockRequesters are for testing only, and are thus treated as sandbox

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + requester_name: str +) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MockRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

Try to create a new requester by this name, raise an exception if +the name already exists.

+ +

Implementation should call _register_requester(db, requester_id) when sure the requester +can be successfully created to have it put into the db and return the result.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + MockRequester.ArgsClass(mephisto.data_model.requester.RequesterArgs): +
+ +
+ View Source + 
class MockRequesterArgs(RequesterArgs):
+    name: str = field(
+        default="MOCK_REQUESTER",
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+    force_fail: bool = field(
+        default=False, metadata={"help": "Trigger a failed registration"}
+    )
+
+ +
+ +

MockRequesterArgs(name: str = 'MOCK_REQUESTER', force_fail: bool = False)

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_unit.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_unit.html new file mode 100644 index 000000000..a38cfeeda --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_unit.html @@ -0,0 +1,627 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_unit API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_unit

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.abstractions.blueprint import AgentState
+
+from mephisto.abstractions.providers.mock.provider_type import PROVIDER_TYPE
+from typing import List, Optional, Tuple, Dict, Mapping, Any, Type, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.abstractions.providers.mock.mock_datastore import MockDatastore
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+class MockUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def launch(self, task_url: str) -> None:
+        """Mock launches do nothing right now beyond updating state"""
+        self.set_db_status(status=AssignmentState.LAUNCHED)
+
+        # TODO(OWN) get this link to the frontend
+        port = task_url.split(":")[1].split("/")[0]
+        print(task_url)
+        print(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id}"
+        )
+        logger.info(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id} for assignment {self.assignment_id}"
+        )
+
+        return None
+
+    def expire(self) -> float:
+        """Expiration is immediate on Mocks"""
+        if self.get_status() not in [
+            AssignmentState.EXPIRED,
+            AssignmentState.COMPLETED,
+        ]:
+            self.set_db_status(AssignmentState.EXPIRED)
+        self.datastore.set_unit_expired(self.db_id, True)
+        return 0.0
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        return self.datastore.get_unit_expired(self.db_id)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MockUnit._register_unit(db, assignment, index, pay_amount, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MockUnit(mephisto.data_model.unit.Unit): +
+ +
+ View Source + 
class MockUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def launch(self, task_url: str) -> None:
+        """Mock launches do nothing right now beyond updating state"""
+        self.set_db_status(status=AssignmentState.LAUNCHED)
+
+        # TODO(OWN) get this link to the frontend
+        port = task_url.split(":")[1].split("/")[0]
+        print(task_url)
+        print(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id}"
+        )
+        logger.info(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id} for assignment {self.assignment_id}"
+        )
+
+        return None
+
+    def expire(self) -> float:
+        """Expiration is immediate on Mocks"""
+        if self.get_status() not in [
+            AssignmentState.EXPIRED,
+            AssignmentState.COMPLETED,
+        ]:
+            self.set_db_status(AssignmentState.EXPIRED)
+        self.datastore.set_unit_expired(self.db_id, True)
+        return 0.0
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        return self.datastore.get_unit_expired(self.db_id)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MockUnit._register_unit(db, assignment, index, pay_amount, PROVIDER_TYPE)
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+ +

It should be extended for usage with a specific crowd provider

+
+ + +
+
#   + + + MockUnit( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Unit class without needing to specifically find it +for a given db_id. As such it is impossible to create a Unit +as you will instead be returned the correct Unit class according to +the crowdprovider associated with this Unit.

+
+ + +
+
+
#   + + + def + launch(self, task_url: str) -> None: +
+ +
+ View Source + 
    def launch(self, task_url: str) -> None:
+        """Mock launches do nothing right now beyond updating state"""
+        self.set_db_status(status=AssignmentState.LAUNCHED)
+
+        # TODO(OWN) get this link to the frontend
+        port = task_url.split(":")[1].split("/")[0]
+        print(task_url)
+        print(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id}"
+        )
+        logger.info(
+            f"Mock task launched: localhost:{port} for preview, "
+            f"localhost:{port}/?worker_id=x&assignment_id={self.db_id} for assignment {self.assignment_id}"
+        )
+
+        return None
+
+ +
+ +

Mock launches do nothing right now beyond updating state

+
+ + +
+
+
#   + + + def + expire(self) -> float: +
+ +
+ View Source + 
    def expire(self) -> float:
+        """Expiration is immediate on Mocks"""
+        if self.get_status() not in [
+            AssignmentState.EXPIRED,
+            AssignmentState.COMPLETED,
+        ]:
+            self.set_db_status(AssignmentState.EXPIRED)
+        self.datastore.set_unit_expired(self.db_id, True)
+        return 0.0
+
+ +
+ +

Expiration is immediate on Mocks

+
+ + +
+
+
#   + + + def + is_expired(self) -> bool: +
+ +
+ View Source + 
    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        return self.datastore.get_unit_expired(self.db_id)
+
+ +
+ +

Determine if this unit is expired as according to the vendor.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + assignment: mephisto.data_model.assignment.Assignment, + index: int, + pay_amount: float +) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MockUnit._register_unit(db, assignment, index, pay_amount, PROVIDER_TYPE)
+
+ +
+ +

Create a Unit for the given assignment

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_worker.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_worker.html new file mode 100644 index 000000000..da2739a3e --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/mock_worker.html @@ -0,0 +1,647 @@ + + + + + + + + + mephisto.abstractions.providers.mock.mock_worker API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.mock_worker

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.worker import Worker
+from mephisto.abstractions.providers.mock.provider_type import PROVIDER_TYPE
+from typing import List, Optional, Tuple, Dict, Mapping, Type, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.requester import Requester
+    from mephisto.abstractions.providers.mock.mock_datastore import MockDatastore
+
+
+class MockWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        self.datastore.set_worker_blocked(self.db_id, True)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        self.datastore.set_worker_blocked(self.db_id, False)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        return self.datastore.get_worker_blocked(self.db_id)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MockWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MockWorker(mephisto.data_model.worker.Worker): +
+ +
+ View Source + 
class MockWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MockDatastore" = db.get_datastore_for_provider(PROVIDER_TYPE)
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        self.datastore.set_worker_blocked(self.db_id, True)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        self.datastore.set_worker_blocked(self.db_id, False)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        return self.datastore.get_worker_blocked(self.db_id)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MockWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
#   + + + MockWorker( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Worker class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Worker +as you will instead be returned the correct Worker class according to +the crowdprovider associated with this Worker.

+
+ + +
+
+
#   + + + def + bonus_worker( + self, + amount: float, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        return True, ""
+
+ +
+ +

Bonus this worker for work any reason. Return success of bonus

+
+ + +
+
+
#   + + + def + block_worker( + self, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None, + requester: Union[mephisto.data_model.requester.Requester, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        self.datastore.set_worker_blocked(self.db_id, True)
+        return True, ""
+
+ +
+ +

Block this worker for a specified reason. Return success of block

+
+ + +
+
+
#   + + + def + unblock_worker( + self, + reason: str, + requester: mephisto.data_model.requester.Requester +) -> bool: +
+ +
+ View Source + 
    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        self.datastore.set_worker_blocked(self.db_id, False)
+        return True
+
+ +
+ +

unblock a blocked worker for the specified reason. Return success of unblock

+
+ + +
+
+
#   + + + def + is_blocked(self, requester: mephisto.data_model.requester.Requester) -> bool: +
+ +
+ View Source + 
    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        return self.datastore.get_worker_blocked(self.db_id)
+
+ +
+ +

Determine if a worker is blocked

+
+ + +
+
+
#   + + + def + is_eligible(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool: +
+ +
+ View Source + 
    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        return True
+
+ +
+ +

Determine if this worker is eligible for the given task run

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker_id: str +) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MockWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

Create a new worker attached to the given identifier, assuming it doesn't already +exist in the database.

+ +

Implementation should return the result of _register_worker when sure the worker +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mock/provider_type.html b/docs/web/static/python_api/mephisto/abstractions/providers/mock/provider_type.html new file mode 100644 index 000000000..f7f1fd37f --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mock/provider_type.html @@ -0,0 +1,248 @@ + + + + + + + + + mephisto.abstractions.providers.mock.provider_type API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mock.provider_type

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+PROVIDER_TYPE = "mock"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk.html new file mode 100644 index 000000000..2488ad4ac --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk.html @@ -0,0 +1,258 @@ + + + + + + + + + mephisto.abstractions.providers.mturk API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_agent.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_agent.html new file mode 100644 index 000000000..a0a28939a --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_agent.html @@ -0,0 +1,846 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_agent API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_agent

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.agent import Agent
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.abstractions.providers.mturk.provider_type import PROVIDER_TYPE
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    approve_work,
+    reject_work,
+    get_assignment,
+    get_assignments_for_hit,
+)
+
+import xmltodict  # type: ignore
+import json
+
+from typing import List, Optional, Tuple, Dict, Mapping, Any, cast, TYPE_CHECKING
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+    from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+    from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+
+
+class MTurkAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        unit: "MTurkUnit" = cast("MTurkUnit", self.get_unit())
+        self.mturk_assignment_id = unit.get_mturk_assignment_id()
+
+    def _get_mturk_assignment_id(self):
+        if self.mturk_assignment_id is None:
+            self.mturk_assignment_id = self.get_unit().get_mturk_assignment_id()
+        return self.mturk_assignment_id
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "MTurkRequester" = cast("MTurkRequester", unit.get_requester())
+        return self.datastore.get_client_for_requester(requester._requester_name)
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: "Worker",
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+
+        assert isinstance(
+            unit, MTurkUnit
+        ), "Can only register mturk agents to mturk units"
+        unit.register_from_provider_data(
+            provider_data["hit_id"], provider_data["assignment_id"]
+        )
+        return super().new_from_provider_data(db, worker, unit, provider_data)
+
+    def attempt_to_reconcile_submitted_data(self, mturk_hit_id: str):
+        """
+        Hacky attempt to load the data directly from MTurk to handle
+        data submitted that we missed somehow. Chance of failure is
+        certainly non-zero.
+        """
+        client = self._get_client()
+        assignment = get_assignments_for_hit(client, mturk_hit_id)[0]
+        xml_data = xmltodict.parse(assignment["Answer"])
+        paired_data = json.loads(json.dumps(xml_data["QuestionFormAnswers"]["Answer"]))
+        parsed_data = {
+            entry["QuestionIdentifier"]: entry["FreeText"] for entry in paired_data
+        }
+        parsed_data["MEPHISTO_MTURK_RECONCILED"] = True
+        self.handle_submit(parsed_data)
+
+    # Required functions for Agent Interface
+
+    def approve_work(self) -> None:
+        """Approve the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.info(f"Approving already approved agent {self}, skipping")
+            return
+        client = self._get_client()
+        approve_work(client, self._get_mturk_assignment_id(), override_rejection=True)
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.warning(f"Cannot reject {self}, it is already approved")
+            return
+        client = self._get_client()
+        reject_work(client, self._get_mturk_assignment_id(), reason)
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self) -> None:
+        """
+        MTurk agents are marked as done on the side of MTurk, so if this agent
+        is marked as done there's nothing else we need to do as the task has been
+        submitted.
+        """
+        if self.get_status() != AgentState.STATUS_DISCONNECT:
+            self.db.update_agent(
+                agent_id=self.db_id, status=AgentState.STATUS_COMPLETED
+            )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MTurkAgent(mephisto.data_model.agent.Agent): +
+ +
+ View Source + 
class MTurkAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        unit: "MTurkUnit" = cast("MTurkUnit", self.get_unit())
+        self.mturk_assignment_id = unit.get_mturk_assignment_id()
+
+    def _get_mturk_assignment_id(self):
+        if self.mturk_assignment_id is None:
+            self.mturk_assignment_id = self.get_unit().get_mturk_assignment_id()
+        return self.mturk_assignment_id
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "MTurkRequester" = cast("MTurkRequester", unit.get_requester())
+        return self.datastore.get_client_for_requester(requester._requester_name)
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: "Worker",
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+
+        assert isinstance(
+            unit, MTurkUnit
+        ), "Can only register mturk agents to mturk units"
+        unit.register_from_provider_data(
+            provider_data["hit_id"], provider_data["assignment_id"]
+        )
+        return super().new_from_provider_data(db, worker, unit, provider_data)
+
+    def attempt_to_reconcile_submitted_data(self, mturk_hit_id: str):
+        """
+        Hacky attempt to load the data directly from MTurk to handle
+        data submitted that we missed somehow. Chance of failure is
+        certainly non-zero.
+        """
+        client = self._get_client()
+        assignment = get_assignments_for_hit(client, mturk_hit_id)[0]
+        xml_data = xmltodict.parse(assignment["Answer"])
+        paired_data = json.loads(json.dumps(xml_data["QuestionFormAnswers"]["Answer"]))
+        parsed_data = {
+            entry["QuestionIdentifier"]: entry["FreeText"] for entry in paired_data
+        }
+        parsed_data["MEPHISTO_MTURK_RECONCILED"] = True
+        self.handle_submit(parsed_data)
+
+    # Required functions for Agent Interface
+
+    def approve_work(self) -> None:
+        """Approve the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.info(f"Approving already approved agent {self}, skipping")
+            return
+        client = self._get_client()
+        approve_work(client, self._get_mturk_assignment_id(), override_rejection=True)
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.warning(f"Cannot reject {self}, it is already approved")
+            return
+        client = self._get_client()
+        reject_work(client, self._get_mturk_assignment_id(), reason)
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self) -> None:
+        """
+        MTurk agents are marked as done on the side of MTurk, so if this agent
+        is marked as done there's nothing else we need to do as the task has been
+        submitted.
+        """
+        if self.get_status() != AgentState.STATUS_DISCONNECT:
+            self.db.update_agent(
+                agent_id=self.db_id, status=AgentState.STATUS_COMPLETED
+            )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
#   + + + MTurkAgent( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Agent class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Agent +as you will instead be returned the correct Agent class according to +the crowdprovider associated with this Agent.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + new_from_provider_data( + cls, + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit, + provider_data: Dict[str, Any] +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: "Worker",
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+
+        assert isinstance(
+            unit, MTurkUnit
+        ), "Can only register mturk agents to mturk units"
+        unit.register_from_provider_data(
+            provider_data["hit_id"], provider_data["assignment_id"]
+        )
+        return super().new_from_provider_data(db, worker, unit, provider_data)
+
+ +
+ +

Wrapper around the new method that allows registering additional +bookkeeping information from a crowd provider for this agent

+
+ + +
+
+
#   + + + def + attempt_to_reconcile_submitted_data(self, mturk_hit_id: str): +
+ +
+ View Source + 
    def attempt_to_reconcile_submitted_data(self, mturk_hit_id: str):
+        """
+        Hacky attempt to load the data directly from MTurk to handle
+        data submitted that we missed somehow. Chance of failure is
+        certainly non-zero.
+        """
+        client = self._get_client()
+        assignment = get_assignments_for_hit(client, mturk_hit_id)[0]
+        xml_data = xmltodict.parse(assignment["Answer"])
+        paired_data = json.loads(json.dumps(xml_data["QuestionFormAnswers"]["Answer"]))
+        parsed_data = {
+            entry["QuestionIdentifier"]: entry["FreeText"] for entry in paired_data
+        }
+        parsed_data["MEPHISTO_MTURK_RECONCILED"] = True
+        self.handle_submit(parsed_data)
+
+ +
+ +

Hacky attempt to load the data directly from MTurk to handle +data submitted that we missed somehow. Chance of failure is +certainly non-zero.

+
+ + +
+
+
#   + + + def + approve_work(self) -> None: +
+ +
+ View Source + 
    def approve_work(self) -> None:
+        """Approve the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.info(f"Approving already approved agent {self}, skipping")
+            return
+        client = self._get_client()
+        approve_work(client, self._get_mturk_assignment_id(), override_rejection=True)
+        self.update_status(AgentState.STATUS_APPROVED)
+
+ +
+ +

Approve the work done on this specific Unit

+
+ + +
+
+
#   + + + def + reject_work(self, reason) -> None: +
+ +
+ View Source + 
    def reject_work(self, reason) -> None:
+        """Reject the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.warning(f"Cannot reject {self}, it is already approved")
+            return
+        client = self._get_client()
+        reject_work(client, self._get_mturk_assignment_id(), reason)
+        self.update_status(AgentState.STATUS_REJECTED)
+
+ +
+ +

Reject the work done on this specific Unit

+
+ + +
+
+
#   + + + def + mark_done(self) -> None: +
+ +
+ View Source + 
    def mark_done(self) -> None:
+        """
+        MTurk agents are marked as done on the side of MTurk, so if this agent
+        is marked as done there's nothing else we need to do as the task has been
+        submitted.
+        """
+        if self.get_status() != AgentState.STATUS_DISCONNECT:
+            self.db.update_agent(
+                agent_id=self.db_id, status=AgentState.STATUS_COMPLETED
+            )
+
+ +
+ +

MTurk agents are marked as done on the side of MTurk, so if this agent +is marked as done there's nothing else we need to do as the task has been +submitted.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

Create an agent for this worker to be used for work on the given Unit.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_datastore.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_datastore.html new file mode 100644 index 000000000..5f941cfa4 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_datastore.html @@ -0,0 +1,1679 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_datastore API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_datastore

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import boto3  # type: ignore
+import sqlite3
+import os
+import threading
+import time
+
+from datetime import datetime
+from collections import defaultdict
+
+
+from botocore.exceptions import ClientError  # type: ignore
+from botocore.exceptions import ProfileNotFound  # type: ignore
+from mephisto.abstractions.databases.local_database import is_unique_failure
+
+from typing import Dict, Any, Optional
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+MTURK_REGION_NAME = "us-east-1"
+
+CREATE_HITS_TABLE = """CREATE TABLE IF NOT EXISTS hits (
+    hit_id TEXT PRIMARY KEY UNIQUE,
+    unit_id TEXT,
+    assignment_id TEXT,
+    link TEXT,
+    assignment_time_in_seconds INTEGER NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+CREATE_RUN_MAP_TABLE = """CREATE TABLE IF NOT EXISTS run_mappings (
+    hit_id TEXT,
+    run_id TEXT
+);
+"""
+
+CREATE_RUNS_TABLE = """CREATE TABLE IF NOT EXISTS runs (
+    run_id TEXT PRIMARY KEY UNIQUE,
+    arn_id TEXT,
+    hit_type_id TEXT NOT NULL,
+    hit_config_path TEXT NOT NULL,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP,
+    frame_height INTEGER NOT NULL DEFAULT 650
+);
+"""
+
+UPDATE_RUNS_TABLE_1 = """ALTER TABLE runs
+    ADD COLUMN frame_height INTEGER NOT NULL DEFAULT 650;
+"""
+
+CREATE_QUALIFICATIONS_TABLE = """CREATE TABLE IF NOT EXISTS qualifications (
+    qualification_name TEXT PRIMARY KEY UNIQUE,
+    requester_id TEXT,
+    mturk_qualification_name TEXT,
+    mturk_qualification_id TEXT,
+    creation_date DATETIME DEFAULT CURRENT_TIMESTAMP
+);
+"""
+
+
+class MTurkDatastore:
+    """
+    Handles storing multiple sessions for different requesters
+    across a single mephisto thread (locked to a MephistoDB).
+    Also creates a relevant tables for mapping between MTurk
+    and mephisto.
+    """
+
+    def __init__(self, datastore_root: str):
+        """Initialize the session storage to empty, initialize tables if needed"""
+        self.session_storage: Dict[str, boto3.Session] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mturk.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+        self._last_hit_mapping_update_times: Dict[str, float] = defaultdict(
+            lambda: time.monotonic()
+        )
+
+    def _get_connection(self) -> sqlite3.Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            conn = sqlite3.connect(self.db_path)
+            conn.row_factory = sqlite3.Row
+            self.conn[curr_thread] = conn
+        return self.conn[curr_thread]
+
+    def _mark_hit_mapping_update(self, unit_id: str) -> None:
+        """
+        Update the last hit mapping time to mark a change to the hit
+        mappings table and allow dependents to invalidate caches
+        """
+        self._last_hit_mapping_update_times[unit_id] = time.monotonic()
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_HITS_TABLE)
+                c.execute(CREATE_RUNS_TABLE)
+                c.execute(CREATE_RUN_MAP_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+            with conn:
+                try:
+                    c = conn.cursor()
+                    c.execute(UPDATE_RUNS_TABLE_1)
+                except Exception as _e:
+                    pass  # extra column already exists
+
+    def is_hit_mapping_in_sync(self, unit_id: str, compare_time: float):
+        """
+        Determine if a cached value from the given compare time is still valid
+        """
+        return compare_time > self._last_hit_mapping_update_times[unit_id]
+
+    def new_hit(self, hit_id: str, hit_link: str, duration: int, run_id: str) -> None:
+        """Register a new HIT mapping in the table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO hits(
+                    hit_id,
+                    link,
+                    assignment_time_in_seconds
+                ) VALUES (?, ?, ?);""",
+                (hit_id, hit_link, duration),
+            )
+            c.execute(
+                """INSERT INTO run_mappings(
+                    hit_id,
+                    run_id
+                ) VALUES (?, ?);""",
+                (hit_id, run_id),
+            )
+
+    def get_unassigned_hit_ids(self, run_id: str):
+        """
+        Return a list of all HIT ids that haven't been assigned
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT
+                    hit_id,
+                    unit_id,
+                    run_id
+                FROM
+                    hits
+                INNER JOIN run_mappings
+                    USING  (hit_id)
+                WHERE unit_id IS NULL
+                AND run_id = ?;
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return [r["hit_id"] for r in results]
+
+    def register_assignment_to_hit(
+        self,
+        hit_id: str,
+        unit_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+    ) -> None:
+        """
+        Register a specific assignment and hit to the given unit,
+        or clear the assignment after a return
+        """
+        logger.debug(
+            f"Attempting to assign HIT {hit_id}, Unit {unit_id}, Assignment {assignment_id}."
+        )
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE hit_id = ?
+                """,
+                (hit_id,),
+            )
+            results = c.fetchall()
+            if len(results) > 0 and results[0]["unit_id"] is not None:
+                old_unit_id = results[0]["unit_id"]
+                self._mark_hit_mapping_update(old_unit_id)
+                logger.debug(
+                    f"Cleared HIT mapping cache for previous unit, {old_unit_id}"
+                )
+
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (assignment_id, unit_id, hit_id),
+            )
+            if unit_id is not None:
+                self._mark_hit_mapping_update(unit_id)
+
+    def clear_hit_from_unit(self, unit_id: str) -> None:
+        """
+        Clear the hit mapping that maps the given unit,
+        if such a unit-hit map exists
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return
+            if len(results) > 1:
+                print(
+                    "WARNING - UNIT HAD MORE THAN ONE HIT MAPPED TO IT!",
+                    unit_id,
+                    [dict(r) for r in results],
+                )
+            result_hit_id = results[0]["hit_id"]
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (None, None, result_hit_id),
+            )
+            self._mark_hit_mapping_update(unit_id)
+
+    def get_hit_mapping(self, unit_id: str) -> sqlite3.Row:
+        """Get the mapping between Mephisto IDs and MTurk ids"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+    def register_run(
+        self,
+        run_id: str,
+        hit_type_id: str,
+        hit_config_path: str,
+        frame_height: int = 0,
+    ) -> None:
+        """Register a new task run in the mturk table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO runs(
+                    run_id,
+                    arn_id,
+                    hit_type_id,
+                    hit_config_path,
+                    frame_height
+                ) VALUES (?, ?, ?, ?, ?);""",
+                (run_id, "unused", hit_type_id, hit_config_path, frame_height),
+            )
+
+    def get_run(self, run_id: str) -> sqlite3.Row:
+        """Get the details for a run by task_run_id"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from runs
+                WHERE run_id = ?
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+    def create_qualification_mapping(
+        self,
+        qualification_name: str,
+        requester_id: str,
+        mturk_qualification_name: str,
+        mturk_qualification_id: str,
+    ) -> None:
+        """
+        Create a mapping between mephisto qualification name and mturk
+        qualification details in the local datastore.
+
+        Repeat entries with the same `qualification_name` will be idempotent
+        """
+        try:
+            with self.table_access_condition, self._get_connection() as conn:
+                c = conn.cursor()
+                c.execute(
+                    """INSERT INTO qualifications(
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id
+                    ) VALUES (?, ?, ?, ?);""",
+                    (
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id,
+                    ),
+                )
+                return None
+        except sqlite3.IntegrityError as e:
+            if is_unique_failure(e):
+                # Ignore attempt to add another mapping for an existing key
+                qual = self.get_qualification_mapping(qualification_name)
+                logger.debug(
+                    f"Multiple mturk mapping creations for qualification {qualification_name}. "
+                    f"Found existing one: {qual}. "
+                )
+                assert (
+                    qual is not None
+                ), "Cannot be none given is_unique_failure on insert"
+                cur_requester_id = qual["requester_id"]
+                cur_mturk_qualification_name = qual["mturk_qualification_name"]
+                cur_mturk_qualification_id = qual["mturk_qualification_id"]
+                if cur_requester_id != requester_id:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} under requester "
+                        f"{requester_id}, already exists under {cur_requester_id}."
+                    )
+                if cur_mturk_qualification_name != mturk_qualification_name:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} with mturk name "
+                        f"{mturk_qualification_name}, already exists under {cur_mturk_qualification_name}."
+                    )
+                return None
+            else:
+                raise e
+
+    def get_qualification_mapping(
+        self, qualification_name: str
+    ) -> Optional[sqlite3.Row]:
+        """Get the mapping between Mephisto qualifications and MTurk qualifications"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from qualifications
+                WHERE qualification_name = ?
+                """,
+                (qualification_name,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return None
+            return results[0]
+
+    def get_session_for_requester(self, requester_name: str) -> boto3.Session:
+        """
+        Either create a new session for the given requester or return
+        the existing one if it has already been created
+        """
+        if requester_name not in self.session_storage:
+            session = boto3.Session(
+                profile_name=requester_name, region_name=MTURK_REGION_NAME
+            )
+            self.session_storage[requester_name] = session
+
+        return self.session_storage[requester_name]
+
+    def get_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client("mturk")
+
+    def get_sandbox_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client(
+            service_name="mturk",
+            region_name="us-east-1",
+            endpoint_url="https://mturk-requester-sandbox.us-east-1.amazonaws.com",
+        )
+
+ +
+ +
+
+
+ #   + + + class + MTurkDatastore: +
+ +
+ View Source + 
class MTurkDatastore:
+    """
+    Handles storing multiple sessions for different requesters
+    across a single mephisto thread (locked to a MephistoDB).
+    Also creates a relevant tables for mapping between MTurk
+    and mephisto.
+    """
+
+    def __init__(self, datastore_root: str):
+        """Initialize the session storage to empty, initialize tables if needed"""
+        self.session_storage: Dict[str, boto3.Session] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mturk.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+        self._last_hit_mapping_update_times: Dict[str, float] = defaultdict(
+            lambda: time.monotonic()
+        )
+
+    def _get_connection(self) -> sqlite3.Connection:
+        """Returns a singular database connection to be shared amongst all
+        calls for a given thread.
+        """
+        curr_thread = threading.get_ident()
+        if curr_thread not in self.conn or self.conn[curr_thread] is None:
+            conn = sqlite3.connect(self.db_path)
+            conn.row_factory = sqlite3.Row
+            self.conn[curr_thread] = conn
+        return self.conn[curr_thread]
+
+    def _mark_hit_mapping_update(self, unit_id: str) -> None:
+        """
+        Update the last hit mapping time to mark a change to the hit
+        mappings table and allow dependents to invalidate caches
+        """
+        self._last_hit_mapping_update_times[unit_id] = time.monotonic()
+
+    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_HITS_TABLE)
+                c.execute(CREATE_RUNS_TABLE)
+                c.execute(CREATE_RUN_MAP_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+            with conn:
+                try:
+                    c = conn.cursor()
+                    c.execute(UPDATE_RUNS_TABLE_1)
+                except Exception as _e:
+                    pass  # extra column already exists
+
+    def is_hit_mapping_in_sync(self, unit_id: str, compare_time: float):
+        """
+        Determine if a cached value from the given compare time is still valid
+        """
+        return compare_time > self._last_hit_mapping_update_times[unit_id]
+
+    def new_hit(self, hit_id: str, hit_link: str, duration: int, run_id: str) -> None:
+        """Register a new HIT mapping in the table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO hits(
+                    hit_id,
+                    link,
+                    assignment_time_in_seconds
+                ) VALUES (?, ?, ?);""",
+                (hit_id, hit_link, duration),
+            )
+            c.execute(
+                """INSERT INTO run_mappings(
+                    hit_id,
+                    run_id
+                ) VALUES (?, ?);""",
+                (hit_id, run_id),
+            )
+
+    def get_unassigned_hit_ids(self, run_id: str):
+        """
+        Return a list of all HIT ids that haven't been assigned
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT
+                    hit_id,
+                    unit_id,
+                    run_id
+                FROM
+                    hits
+                INNER JOIN run_mappings
+                    USING  (hit_id)
+                WHERE unit_id IS NULL
+                AND run_id = ?;
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return [r["hit_id"] for r in results]
+
+    def register_assignment_to_hit(
+        self,
+        hit_id: str,
+        unit_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+    ) -> None:
+        """
+        Register a specific assignment and hit to the given unit,
+        or clear the assignment after a return
+        """
+        logger.debug(
+            f"Attempting to assign HIT {hit_id}, Unit {unit_id}, Assignment {assignment_id}."
+        )
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE hit_id = ?
+                """,
+                (hit_id,),
+            )
+            results = c.fetchall()
+            if len(results) > 0 and results[0]["unit_id"] is not None:
+                old_unit_id = results[0]["unit_id"]
+                self._mark_hit_mapping_update(old_unit_id)
+                logger.debug(
+                    f"Cleared HIT mapping cache for previous unit, {old_unit_id}"
+                )
+
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (assignment_id, unit_id, hit_id),
+            )
+            if unit_id is not None:
+                self._mark_hit_mapping_update(unit_id)
+
+    def clear_hit_from_unit(self, unit_id: str) -> None:
+        """
+        Clear the hit mapping that maps the given unit,
+        if such a unit-hit map exists
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return
+            if len(results) > 1:
+                print(
+                    "WARNING - UNIT HAD MORE THAN ONE HIT MAPPED TO IT!",
+                    unit_id,
+                    [dict(r) for r in results],
+                )
+            result_hit_id = results[0]["hit_id"]
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (None, None, result_hit_id),
+            )
+            self._mark_hit_mapping_update(unit_id)
+
+    def get_hit_mapping(self, unit_id: str) -> sqlite3.Row:
+        """Get the mapping between Mephisto IDs and MTurk ids"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+    def register_run(
+        self,
+        run_id: str,
+        hit_type_id: str,
+        hit_config_path: str,
+        frame_height: int = 0,
+    ) -> None:
+        """Register a new task run in the mturk table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO runs(
+                    run_id,
+                    arn_id,
+                    hit_type_id,
+                    hit_config_path,
+                    frame_height
+                ) VALUES (?, ?, ?, ?, ?);""",
+                (run_id, "unused", hit_type_id, hit_config_path, frame_height),
+            )
+
+    def get_run(self, run_id: str) -> sqlite3.Row:
+        """Get the details for a run by task_run_id"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from runs
+                WHERE run_id = ?
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+    def create_qualification_mapping(
+        self,
+        qualification_name: str,
+        requester_id: str,
+        mturk_qualification_name: str,
+        mturk_qualification_id: str,
+    ) -> None:
+        """
+        Create a mapping between mephisto qualification name and mturk
+        qualification details in the local datastore.
+
+        Repeat entries with the same `qualification_name` will be idempotent
+        """
+        try:
+            with self.table_access_condition, self._get_connection() as conn:
+                c = conn.cursor()
+                c.execute(
+                    """INSERT INTO qualifications(
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id
+                    ) VALUES (?, ?, ?, ?);""",
+                    (
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id,
+                    ),
+                )
+                return None
+        except sqlite3.IntegrityError as e:
+            if is_unique_failure(e):
+                # Ignore attempt to add another mapping for an existing key
+                qual = self.get_qualification_mapping(qualification_name)
+                logger.debug(
+                    f"Multiple mturk mapping creations for qualification {qualification_name}. "
+                    f"Found existing one: {qual}. "
+                )
+                assert (
+                    qual is not None
+                ), "Cannot be none given is_unique_failure on insert"
+                cur_requester_id = qual["requester_id"]
+                cur_mturk_qualification_name = qual["mturk_qualification_name"]
+                cur_mturk_qualification_id = qual["mturk_qualification_id"]
+                if cur_requester_id != requester_id:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} under requester "
+                        f"{requester_id}, already exists under {cur_requester_id}."
+                    )
+                if cur_mturk_qualification_name != mturk_qualification_name:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} with mturk name "
+                        f"{mturk_qualification_name}, already exists under {cur_mturk_qualification_name}."
+                    )
+                return None
+            else:
+                raise e
+
+    def get_qualification_mapping(
+        self, qualification_name: str
+    ) -> Optional[sqlite3.Row]:
+        """Get the mapping between Mephisto qualifications and MTurk qualifications"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from qualifications
+                WHERE qualification_name = ?
+                """,
+                (qualification_name,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return None
+            return results[0]
+
+    def get_session_for_requester(self, requester_name: str) -> boto3.Session:
+        """
+        Either create a new session for the given requester or return
+        the existing one if it has already been created
+        """
+        if requester_name not in self.session_storage:
+            session = boto3.Session(
+                profile_name=requester_name, region_name=MTURK_REGION_NAME
+            )
+            self.session_storage[requester_name] = session
+
+        return self.session_storage[requester_name]
+
+    def get_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client("mturk")
+
+    def get_sandbox_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client(
+            service_name="mturk",
+            region_name="us-east-1",
+            endpoint_url="https://mturk-requester-sandbox.us-east-1.amazonaws.com",
+        )
+
+ +
+ +

Handles storing multiple sessions for different requesters +across a single mephisto thread (locked to a MephistoDB). +Also creates a relevant tables for mapping between MTurk +and mephisto.

+
+ + +
+
#   + + + MTurkDatastore(datastore_root: str) +
+ +
+ View Source + 
    def __init__(self, datastore_root: str):
+        """Initialize the session storage to empty, initialize tables if needed"""
+        self.session_storage: Dict[str, boto3.Session] = {}
+        self.table_access_condition = threading.Condition()
+        self.conn: Dict[int, sqlite3.Connection] = {}
+        self.db_path = os.path.join(datastore_root, "mturk.db")
+        self.init_tables()
+        self.datastore_root = datastore_root
+        self._last_hit_mapping_update_times: Dict[str, float] = defaultdict(
+            lambda: time.monotonic()
+        )
+
+ +
+ +

Initialize the session storage to empty, initialize tables if needed

+
+ + +
+
+
#   + + + def + init_tables(self) -> None: +
+ +
+ View Source + 
    def init_tables(self) -> None:
+        """
+        Run all the table creation SQL queries to ensure the expected tables exist
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            conn.execute("PRAGMA foreign_keys = 1")
+            with conn:
+                c = conn.cursor()
+                c.execute(CREATE_HITS_TABLE)
+                c.execute(CREATE_RUNS_TABLE)
+                c.execute(CREATE_RUN_MAP_TABLE)
+                c.execute(CREATE_QUALIFICATIONS_TABLE)
+            with conn:
+                try:
+                    c = conn.cursor()
+                    c.execute(UPDATE_RUNS_TABLE_1)
+                except Exception as _e:
+                    pass  # extra column already exists
+
+ +
+ +

Run all the table creation SQL queries to ensure the expected tables exist

+
+ + +
+
+
#   + + + def + is_hit_mapping_in_sync(self, unit_id: str, compare_time: float): +
+ +
+ View Source + 
    def is_hit_mapping_in_sync(self, unit_id: str, compare_time: float):
+        """
+        Determine if a cached value from the given compare time is still valid
+        """
+        return compare_time > self._last_hit_mapping_update_times[unit_id]
+
+ +
+ +

Determine if a cached value from the given compare time is still valid

+
+ + +
+
+
#   + + + def + new_hit(self, hit_id: str, hit_link: str, duration: int, run_id: str) -> None: +
+ +
+ View Source + 
    def new_hit(self, hit_id: str, hit_link: str, duration: int, run_id: str) -> None:
+        """Register a new HIT mapping in the table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO hits(
+                    hit_id,
+                    link,
+                    assignment_time_in_seconds
+                ) VALUES (?, ?, ?);""",
+                (hit_id, hit_link, duration),
+            )
+            c.execute(
+                """INSERT INTO run_mappings(
+                    hit_id,
+                    run_id
+                ) VALUES (?, ?);""",
+                (hit_id, run_id),
+            )
+
+ +
+ +

Register a new HIT mapping in the table

+
+ + +
+
+
#   + + + def + get_unassigned_hit_ids(self, run_id: str): +
+ +
+ View Source + 
    def get_unassigned_hit_ids(self, run_id: str):
+        """
+        Return a list of all HIT ids that haven't been assigned
+        """
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT
+                    hit_id,
+                    unit_id,
+                    run_id
+                FROM
+                    hits
+                INNER JOIN run_mappings
+                    USING  (hit_id)
+                WHERE unit_id IS NULL
+                AND run_id = ?;
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return [r["hit_id"] for r in results]
+
+ +
+ +

Return a list of all HIT ids that haven't been assigned

+
+ + +
+
+
#   + + + def + register_assignment_to_hit( + self, + hit_id: str, + unit_id: Union[str, NoneType] = None, + assignment_id: Union[str, NoneType] = None +) -> None: +
+ +
+ View Source + 
    def register_assignment_to_hit(
+        self,
+        hit_id: str,
+        unit_id: Optional[str] = None,
+        assignment_id: Optional[str] = None,
+    ) -> None:
+        """
+        Register a specific assignment and hit to the given unit,
+        or clear the assignment after a return
+        """
+        logger.debug(
+            f"Attempting to assign HIT {hit_id}, Unit {unit_id}, Assignment {assignment_id}."
+        )
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE hit_id = ?
+                """,
+                (hit_id,),
+            )
+            results = c.fetchall()
+            if len(results) > 0 and results[0]["unit_id"] is not None:
+                old_unit_id = results[0]["unit_id"]
+                self._mark_hit_mapping_update(old_unit_id)
+                logger.debug(
+                    f"Cleared HIT mapping cache for previous unit, {old_unit_id}"
+                )
+
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (assignment_id, unit_id, hit_id),
+            )
+            if unit_id is not None:
+                self._mark_hit_mapping_update(unit_id)
+
+ +
+ +

Register a specific assignment and hit to the given unit, +or clear the assignment after a return

+
+ + +
+
+
#   + + + def + clear_hit_from_unit(self, unit_id: str) -> None: +
+ +
+ View Source + 
    def clear_hit_from_unit(self, unit_id: str) -> None:
+        """
+        Clear the hit mapping that maps the given unit,
+        if such a unit-hit map exists
+        """
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return
+            if len(results) > 1:
+                print(
+                    "WARNING - UNIT HAD MORE THAN ONE HIT MAPPED TO IT!",
+                    unit_id,
+                    [dict(r) for r in results],
+                )
+            result_hit_id = results[0]["hit_id"]
+            c.execute(
+                """UPDATE hits
+                SET assignment_id = ?, unit_id = ?
+                WHERE hit_id = ?
+                """,
+                (None, None, result_hit_id),
+            )
+            self._mark_hit_mapping_update(unit_id)
+
+ +
+ +

Clear the hit mapping that maps the given unit, +if such a unit-hit map exists

+
+ + +
+
+
#   + + + def + get_hit_mapping(self, unit_id: str) -> sqlite3.Row: +
+ +
+ View Source + 
    def get_hit_mapping(self, unit_id: str) -> sqlite3.Row:
+        """Get the mapping between Mephisto IDs and MTurk ids"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from hits
+                WHERE unit_id = ?
+                """,
+                (unit_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+ +
+ +

Get the mapping between Mephisto IDs and MTurk ids

+
+ + +
+
+
#   + + + def + register_run( + self, + run_id: str, + hit_type_id: str, + hit_config_path: str, + frame_height: int = 0 +) -> None: +
+ +
+ View Source + 
    def register_run(
+        self,
+        run_id: str,
+        hit_type_id: str,
+        hit_config_path: str,
+        frame_height: int = 0,
+    ) -> None:
+        """Register a new task run in the mturk table"""
+        with self.table_access_condition, self._get_connection() as conn:
+            c = conn.cursor()
+            c.execute(
+                """INSERT INTO runs(
+                    run_id,
+                    arn_id,
+                    hit_type_id,
+                    hit_config_path,
+                    frame_height
+                ) VALUES (?, ?, ?, ?, ?);""",
+                (run_id, "unused", hit_type_id, hit_config_path, frame_height),
+            )
+
+ +
+ +

Register a new task run in the mturk table

+
+ + +
+
+
#   + + + def + get_run(self, run_id: str) -> sqlite3.Row: +
+ +
+ View Source + 
    def get_run(self, run_id: str) -> sqlite3.Row:
+        """Get the details for a run by task_run_id"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from runs
+                WHERE run_id = ?
+                """,
+                (run_id,),
+            )
+            results = c.fetchall()
+            return results[0]
+
+ +
+ +

Get the details for a run by task_run_id

+
+ + +
+
+
#   + + + def + create_qualification_mapping( + self, + qualification_name: str, + requester_id: str, + mturk_qualification_name: str, + mturk_qualification_id: str +) -> None: +
+ +
+ View Source + 
    def create_qualification_mapping(
+        self,
+        qualification_name: str,
+        requester_id: str,
+        mturk_qualification_name: str,
+        mturk_qualification_id: str,
+    ) -> None:
+        """
+        Create a mapping between mephisto qualification name and mturk
+        qualification details in the local datastore.
+
+        Repeat entries with the same `qualification_name` will be idempotent
+        """
+        try:
+            with self.table_access_condition, self._get_connection() as conn:
+                c = conn.cursor()
+                c.execute(
+                    """INSERT INTO qualifications(
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id
+                    ) VALUES (?, ?, ?, ?);""",
+                    (
+                        qualification_name,
+                        requester_id,
+                        mturk_qualification_name,
+                        mturk_qualification_id,
+                    ),
+                )
+                return None
+        except sqlite3.IntegrityError as e:
+            if is_unique_failure(e):
+                # Ignore attempt to add another mapping for an existing key
+                qual = self.get_qualification_mapping(qualification_name)
+                logger.debug(
+                    f"Multiple mturk mapping creations for qualification {qualification_name}. "
+                    f"Found existing one: {qual}. "
+                )
+                assert (
+                    qual is not None
+                ), "Cannot be none given is_unique_failure on insert"
+                cur_requester_id = qual["requester_id"]
+                cur_mturk_qualification_name = qual["mturk_qualification_name"]
+                cur_mturk_qualification_id = qual["mturk_qualification_id"]
+                if cur_requester_id != requester_id:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} under requester "
+                        f"{requester_id}, already exists under {cur_requester_id}."
+                    )
+                if cur_mturk_qualification_name != mturk_qualification_name:
+                    logger.warning(
+                        f"MTurk Qualification mapping create for {qualification_name} with mturk name "
+                        f"{mturk_qualification_name}, already exists under {cur_mturk_qualification_name}."
+                    )
+                return None
+            else:
+                raise e
+
+ +
+ +

Create a mapping between mephisto qualification name and mturk +qualification details in the local datastore.

+ +

Repeat entries with the same qualification_name will be idempotent

+
+ + +
+
+
#   + + + def + get_qualification_mapping(self, qualification_name: str) -> Union[sqlite3.Row, NoneType]: +
+ +
+ View Source + 
    def get_qualification_mapping(
+        self, qualification_name: str
+    ) -> Optional[sqlite3.Row]:
+        """Get the mapping between Mephisto qualifications and MTurk qualifications"""
+        with self.table_access_condition:
+            conn = self._get_connection()
+            c = conn.cursor()
+            c.execute(
+                """
+                SELECT * from qualifications
+                WHERE qualification_name = ?
+                """,
+                (qualification_name,),
+            )
+            results = c.fetchall()
+            if len(results) == 0:
+                return None
+            return results[0]
+
+ +
+ +

Get the mapping between Mephisto qualifications and MTurk qualifications

+
+ + +
+
+
#   + + + def + get_session_for_requester(self, requester_name: str) -> boto3.session.Session: +
+ +
+ View Source + 
    def get_session_for_requester(self, requester_name: str) -> boto3.Session:
+        """
+        Either create a new session for the given requester or return
+        the existing one if it has already been created
+        """
+        if requester_name not in self.session_storage:
+            session = boto3.Session(
+                profile_name=requester_name, region_name=MTURK_REGION_NAME
+            )
+            self.session_storage[requester_name] = session
+
+        return self.session_storage[requester_name]
+
+ +
+ +

Either create a new session for the given requester or return +the existing one if it has already been created

+
+ + +
+
+
#   + + + def + get_client_for_requester(self, requester_name: str) -> Any: +
+ +
+ View Source + 
    def get_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client("mturk")
+
+ +
+ +

Return the client for the given requester, which should allow +direct calls to the mturk surface

+
+ + +
+
+
#   + + + def + get_sandbox_client_for_requester(self, requester_name: str) -> Any: +
+ +
+ View Source + 
    def get_sandbox_client_for_requester(self, requester_name: str) -> Any:
+        """
+        Return the client for the given requester, which should allow
+        direct calls to the mturk surface
+        """
+        return self.get_session_for_requester(requester_name).client(
+            service_name="mturk",
+            region_name="us-east-1",
+            endpoint_url="https://mturk-requester-sandbox.us-east-1.amazonaws.com",
+        )
+
+ +
+ +

Return the client for the given requester, which should allow +direct calls to the mturk surface

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_provider.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_provider.html new file mode 100644 index 000000000..d900c147b --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_provider.html @@ -0,0 +1,1776 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_provider API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_provider

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import os
+from mephisto.abstractions.providers.mturk.provider_type import PROVIDER_TYPE
+from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+from mephisto.abstractions.crowd_provider import CrowdProvider, ProviderArgs
+from mephisto.data_model.requester import RequesterArgs
+from mephisto.abstractions.providers.mturk.mturk_agent import MTurkAgent
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+from mephisto.abstractions.providers.mturk.mturk_worker import MTurkWorker
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    create_hit_type,
+    create_hit_config,
+    delete_qualification,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+from dataclasses import dataclass, field
+
+from typing import ClassVar, Dict, Any, Optional, Type, List, cast, TYPE_CHECKING
+
+from mephisto.data_model.requester import Requester
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprint import SharedTaskState
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.agent import Agent
+    from omegaconf import DictConfig
+
+
+@dataclass
+class MTurkProviderArgs(ProviderArgs):
+    """Provider args for an MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+
+@register_mephisto_abstraction()
+class MTurkProvider(CrowdProvider):
+    """
+    Implementation of a crowdprovider that interfaces with MTurk
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    UnitClass: ClassVar[Type["Unit"]] = MTurkUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = MTurkRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = MTurkWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = MTurkAgent
+
+    ArgsClass = MTurkProviderArgs
+
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        MTurk itself is the source of truth for most data required to run
+        tasks on MTurk. The datastore holds sessions to connect with
+        MTurk as well as mappings between MTurk ids and Mephisto ids
+        """
+        return MTurkDatastore(datastore_root=storage_path)
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Produce the HIT type for this task run."""
+        requester = cast("MTurkRequester", task_run.get_requester())
+        session = self.datastore.get_session_for_requester(requester._requester_name)
+        task_run_id = task_run.db_id
+
+        # Set up HIT config
+        config_dir = os.path.join(self.datastore.datastore_root, task_run_id)
+        task_args = args.task
+
+        # Find or create relevant qualifications
+        qualifications = []
+        for qualification in shared_state.qualifications:
+            applicable_providers = qualification["applicable_providers"]
+            if (
+                applicable_providers is None
+                or self.PROVIDER_TYPE in applicable_providers
+            ):
+                qualifications.append(qualification)
+        for qualification in qualifications:
+            qualification_name = qualification["qualification_name"]
+            if requester.PROVIDER_TYPE == "mturk_sandbox":
+                qualification_name += "_sandbox"
+            if self.datastore.get_qualification_mapping(qualification_name) is None:
+                qualification[
+                    "QualificationTypeId"
+                ] = requester._create_new_mturk_qualification(qualification_name)
+
+        if hasattr(shared_state, "mturk_specific_qualifications"):
+            # TODO(OWN) standardize provider-specific qualifications
+            qualifications += shared_state.mturk_specific_qualifications  # type: ignore
+
+        # Set up HIT type
+        client = self._get_client(requester._requester_name)
+        hit_type_id = create_hit_type(client, task_args, qualifications)
+        frame_height = (
+            task_run.get_blueprint().get_frontend_args().get("frame_height", 0)
+        )
+        self.datastore.register_run(task_run_id, hit_type_id, config_dir, frame_height)
+
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """No cleanup necessary for task type"""
+        pass
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server, if it exists"""
+        mapping = self.datastore.get_qualification_mapping(qualification_name)
+        if mapping is None:
+            return None
+
+        requester_id = mapping["requester_id"]
+        requester = Requester.get(self.db, requester_id)
+        assert isinstance(requester, MTurkRequester), "Must be an mturk requester"
+        client = requester._get_client(requester._requester_name)
+        delete_qualification(client, mapping["mturk_qualification_id"])
+
+ +
+ +
+
+
+ #   + + + class + MTurkProviderArgs(mephisto.abstractions.crowd_provider.ProviderArgs): +
+ +
+ View Source + 
class MTurkProviderArgs(ProviderArgs):
+    """Provider args for an MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Provider args for an MTurk provider

+
+ + +
+
#   + + + MTurkProviderArgs(_provider_type: str = 'mturk', requester_name: str = '???') +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MTurkProvider(mephisto.abstractions.crowd_provider.CrowdProvider): +
+ +
+ View Source + 
class MTurkProvider(CrowdProvider):
+    """
+    Implementation of a crowdprovider that interfaces with MTurk
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    UnitClass: ClassVar[Type["Unit"]] = MTurkUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = MTurkRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = MTurkWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = MTurkAgent
+
+    ArgsClass = MTurkProviderArgs
+
+    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        MTurk itself is the source of truth for most data required to run
+        tasks on MTurk. The datastore holds sessions to connect with
+        MTurk as well as mappings between MTurk ids and Mephisto ids
+        """
+        return MTurkDatastore(datastore_root=storage_path)
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Produce the HIT type for this task run."""
+        requester = cast("MTurkRequester", task_run.get_requester())
+        session = self.datastore.get_session_for_requester(requester._requester_name)
+        task_run_id = task_run.db_id
+
+        # Set up HIT config
+        config_dir = os.path.join(self.datastore.datastore_root, task_run_id)
+        task_args = args.task
+
+        # Find or create relevant qualifications
+        qualifications = []
+        for qualification in shared_state.qualifications:
+            applicable_providers = qualification["applicable_providers"]
+            if (
+                applicable_providers is None
+                or self.PROVIDER_TYPE in applicable_providers
+            ):
+                qualifications.append(qualification)
+        for qualification in qualifications:
+            qualification_name = qualification["qualification_name"]
+            if requester.PROVIDER_TYPE == "mturk_sandbox":
+                qualification_name += "_sandbox"
+            if self.datastore.get_qualification_mapping(qualification_name) is None:
+                qualification[
+                    "QualificationTypeId"
+                ] = requester._create_new_mturk_qualification(qualification_name)
+
+        if hasattr(shared_state, "mturk_specific_qualifications"):
+            # TODO(OWN) standardize provider-specific qualifications
+            qualifications += shared_state.mturk_specific_qualifications  # type: ignore
+
+        # Set up HIT type
+        client = self._get_client(requester._requester_name)
+        hit_type_id = create_hit_type(client, task_args, qualifications)
+        frame_height = (
+            task_run.get_blueprint().get_frontend_args().get("frame_height", 0)
+        )
+        self.datastore.register_run(task_run_id, hit_type_id, config_dir, frame_height)
+
+    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """No cleanup necessary for task type"""
+        pass
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server, if it exists"""
+        mapping = self.datastore.get_qualification_mapping(qualification_name)
+        if mapping is None:
+            return None
+
+        requester_id = mapping["requester_id"]
+        requester = Requester.get(self.db, requester_id)
+        assert isinstance(requester, MTurkRequester), "Must be an mturk requester"
+        client = requester._get_client(requester._requester_name)
+        delete_qualification(client, mapping["mturk_qualification_id"])
+
+ +
+ +

Implementation of a crowdprovider that interfaces with MTurk

+
+ + +
+
#   + + PROVIDER_TYPE = 'mturk' +
+ + + + +
+
+
#   + + + def + initialize_provider_datastore(self, storage_path: str) -> Any: +
+ +
+ View Source + 
    def initialize_provider_datastore(self, storage_path: str) -> Any:
+        """
+        MTurk itself is the source of truth for most data required to run
+        tasks on MTurk. The datastore holds sessions to connect with
+        MTurk as well as mappings between MTurk ids and Mephisto ids
+        """
+        return MTurkDatastore(datastore_root=storage_path)
+
+ +
+ +

MTurk itself is the source of truth for most data required to run +tasks on MTurk. The datastore holds sessions to connect with +MTurk as well as mappings between MTurk ids and Mephisto ids

+
+ + +
+
+
#   + + + def + setup_resources_for_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + args: omegaconf.dictconfig.DictConfig, + shared_state: mephisto.abstractions.blueprint.SharedTaskState, + server_url: str +) -> None: +
+ +
+ View Source + 
    def setup_resources_for_task_run(
+        self,
+        task_run: "TaskRun",
+        args: "DictConfig",
+        shared_state: "SharedTaskState",
+        server_url: str,
+    ) -> None:
+        """Produce the HIT type for this task run."""
+        requester = cast("MTurkRequester", task_run.get_requester())
+        session = self.datastore.get_session_for_requester(requester._requester_name)
+        task_run_id = task_run.db_id
+
+        # Set up HIT config
+        config_dir = os.path.join(self.datastore.datastore_root, task_run_id)
+        task_args = args.task
+
+        # Find or create relevant qualifications
+        qualifications = []
+        for qualification in shared_state.qualifications:
+            applicable_providers = qualification["applicable_providers"]
+            if (
+                applicable_providers is None
+                or self.PROVIDER_TYPE in applicable_providers
+            ):
+                qualifications.append(qualification)
+        for qualification in qualifications:
+            qualification_name = qualification["qualification_name"]
+            if requester.PROVIDER_TYPE == "mturk_sandbox":
+                qualification_name += "_sandbox"
+            if self.datastore.get_qualification_mapping(qualification_name) is None:
+                qualification[
+                    "QualificationTypeId"
+                ] = requester._create_new_mturk_qualification(qualification_name)
+
+        if hasattr(shared_state, "mturk_specific_qualifications"):
+            # TODO(OWN) standardize provider-specific qualifications
+            qualifications += shared_state.mturk_specific_qualifications  # type: ignore
+
+        # Set up HIT type
+        client = self._get_client(requester._requester_name)
+        hit_type_id = create_hit_type(client, task_args, qualifications)
+        frame_height = (
+            task_run.get_blueprint().get_frontend_args().get("frame_height", 0)
+        )
+        self.datastore.register_run(task_run_id, hit_type_id, config_dir, frame_height)
+
+ +
+ +

Produce the HIT type for this task run.

+
+ + +
+
+
#   + + + def + cleanup_resources_from_task_run( + self, + task_run: mephisto.data_model.task_run.TaskRun, + server_url: str +) -> None: +
+ +
+ View Source + 
    def cleanup_resources_from_task_run(
+        self, task_run: "TaskRun", server_url: str
+    ) -> None:
+        """No cleanup necessary for task type"""
+        pass
+
+ +
+ +

No cleanup necessary for task type

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_wrapper_js_path(cls): +
+ +
+ View Source + 
    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+ +
+ +

Return the path to the wrap_crowd_source.js file for this +provider to be deployed to the server

+
+ + +
+
+
#   + + + def + cleanup_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server, if it exists"""
+        mapping = self.datastore.get_qualification_mapping(qualification_name)
+        if mapping is None:
+            return None
+
+        requester_id = mapping["requester_id"]
+        requester = Requester.get(self.db, requester_id)
+        assert isinstance(requester, MTurkRequester), "Must be an mturk requester"
+        client = requester._get_client(requester._requester_name)
+        delete_qualification(client, mapping["mturk_qualification_id"])
+
+ +
+ +

Remove the qualification from the sandbox server, if it exists

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MTurkProvider.UnitClass(mephisto.data_model.unit.Unit): +
+ +
+ View Source + 
class MTurkUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self.hit_id: Optional[str] = None
+        self._last_sync_time = 0.0
+        self._sync_hit_mapping()
+        self.__requester: Optional["MTurkRequester"] = None
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def _sync_hit_mapping(self) -> None:
+        """Sync with the datastore to see if any mappings have updated"""
+        if self.datastore.is_hit_mapping_in_sync(self.db_id, self._last_sync_time):
+            return
+        try:
+            mapping = dict(self.datastore.get_hit_mapping(self.db_id))
+            self.hit_id = mapping["hit_id"]
+            self.mturk_assignment_id = mapping.get("assignment_id")
+            self.assignment_time_in_seconds = mapping.get("assignment_time_in_seconds")
+        except IndexError:
+            # HIT does not appear to exist
+            self.hit_id = None
+            self.mturk_assignment_id = None
+            self.assignment_time_in_seconds = -1
+        # We update to a time slightly earlier than now, in order
+        # to reduce the risk of a race condition caching an old
+        # value the moment it's registered
+        self._last_sync_time = time.monotonic() - 1
+
+    def register_from_provider_data(
+        self, hit_id: str, mturk_assignment_id: str
+    ) -> None:
+        """Update the datastore and local information from this registration"""
+        self.datastore.register_assignment_to_hit(
+            hit_id, self.db_id, mturk_assignment_id
+        )
+        self._sync_hit_mapping()
+
+    def get_mturk_assignment_id(self) -> Optional[str]:
+        """
+        Return the MTurk assignment id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.mturk_assignment_id
+
+    def get_mturk_hit_id(self) -> Optional[str]:
+        """
+        Return the MTurk hit id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.hit_id
+
+    def get_requester(self) -> "MTurkRequester":
+        """Wrapper around regular Requester as this will be MTurkRequesters"""
+        if self.__requester is None:
+            self.__requester = cast("MTurkRequester", super().get_requester())
+        return self.__requester
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        super().set_db_status(status)
+        if status == AssignmentState.COMPLETED:
+            agent = cast("MTurkAgent", self.get_assigned_agent())
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_IN_TASK:
+                    # Oh no, MTurk has completed the unit, but we don't have
+                    # the data. We need to reconcile
+                    logger.warning(
+                        f"Unit {self} moved to completed, but the agent didn't... "
+                        f"Attempting to reconcile with MTurk directly"
+                    )
+                    try:
+                        hit_id = self.get_mturk_hit_id()
+                        assert (
+                            hit_id is not None
+                        ), f"This unit does not have an ID! {self}"
+
+                        agent.attempt_to_reconcile_submitted_data(hit_id)
+                    except Exception as e:
+                        logger.warning(
+                            f"Was not able to reconcile due to an error, {e}. "
+                            f"You may need to reconcile this specific Agent manually "
+                            f"after the task is completed. See here for details: "
+                            f"https://github.com/facebookresearch/Mephisto/pull/442"
+                        )
+                elif agent_status == AgentState.STATUS_TIMEOUT:
+                    # Oh no, this is also bad. we shouldn't be completing for a timed out agent.
+                    logger.warning(
+                        "Found a timeout that's trying to be pushed to completed with a timed out agent"
+                    )
+                    pass
+            else:
+                logger.warning(f"No agent found for completed unit {self}...")
+
+    def clear_assigned_agent(self) -> None:
+        """
+        Additionally to clearing the agent, we also need to dissociate the
+        hit_id from this unit in the MTurkDatastore
+        """
+        if self.db_status == AssignmentState.COMPLETED:
+            logger.warning(
+                f"Clearing an agent when COMPLETED, it's likely a submit happened "
+                f"but could not be received by the Mephisto backend. This "
+                f"assignment clear is thus being ignored, but this message "
+                f"is indicative of some data loss. "
+            )
+            # TODO(OWN) how can we reconcile missing data here? Marking this agent as
+            # COMPLETED will pollute the data, but not marking it means that
+            # it will have to be the auto-approve deadline.
+            return
+        super().clear_assigned_agent()
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is not None:
+            self.datastore.clear_hit_from_unit(self.db_id)
+            self._sync_hit_mapping()
+
+        if self.db_status == AssignmentState.ASSIGNED:
+            self.set_db_status(AssignmentState.LAUNCHED)
+
+    # Required Unit functions
+
+    def get_status(self) -> str:
+        """Get status for this unit directly from MTurk, fall back on local info"""
+        if self.db_status == AssignmentState.CREATED:
+            return super().get_status()
+        elif self.db_status in [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]:
+            # These statuses don't change with a get_status call
+            return self.db_status
+
+        if self.db_status in [AssignmentState.COMPLETED, AssignmentState.REJECTED]:
+            # These statuses only change on agent dependent changes
+            agent = self.get_assigned_agent()
+            found_status = self.db_status
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_APPROVED:
+                    found_status = AssignmentState.ACCEPTED
+                elif agent_status == AgentState.STATUS_REJECTED:
+                    found_status = AssignmentState.REJECTED
+                elif agent_status == AgentState.STATUS_SOFT_REJECTED:
+                    found_status = AssignmentState.SOFT_REJECTED
+            else:
+                logger.warning(f"Agent for unit {self} is None")
+            if found_status != self.db_status:
+                self.set_db_status(found_status)
+            return self.db_status
+
+        # Remaining statuses are tracking a live HIT
+
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is None:
+            # If the hit_id is None and there's an agent still assigned,
+            # then that agent has timed out and we should expire
+            agent = self.get_assigned_agent()
+            if agent is not None:
+                if agent.get_status() != AgentState.STATUS_EXPIRED:
+                    agent.update_status(AgentState.STATUS_EXPIRED)
+
+            # Can't determine anything else if there is no HIT on this unit
+            return self.db_status
+
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        hit = get_hit(client, mturk_hit_id)
+        if hit is None:
+            return AssignmentState.EXPIRED
+        hit_data = hit["HIT"]
+
+        local_status = self.db_status
+        external_status = self.db_status
+
+        if hit_data["HITStatus"] == "Assignable":
+            external_status = AssignmentState.LAUNCHED
+        elif hit_data["HITStatus"] == "Unassignable":
+            external_status = AssignmentState.ASSIGNED
+        elif hit_data["HITStatus"] in ["Reviewable", "Reviewing"]:
+            external_status = AssignmentState.COMPLETED
+            if hit_data["NumberOfAssignmentsAvailable"] != 0:
+                external_status = AssignmentState.EXPIRED
+        elif hit_data["HITStatus"] == "Disposed":
+            # The HIT was deleted, must rely on what we have
+            external_status = local_status
+        else:
+            raise Exception(f"Unexpected HIT status {hit_data['HITStatus']}")
+
+        if external_status != local_status:
+            if local_status == AssignmentState.ASSIGNED and external_status in [
+                AssignmentState.LAUNCHED,
+                AssignmentState.EXPIRED,
+            ]:
+                # Treat this as a return event, this hit may be doable by someone else
+                agent = self.get_assigned_agent()
+                if agent is not None and agent.get_status() in [
+                    AgentState.STATUS_IN_TASK,
+                    AgentState.STATUS_ONBOARDING,
+                    AgentState.STATUS_WAITING,
+                    AgentState.STATUS_PARTNER_DISCONNECT,
+                ]:
+                    # mark the in-task agent as having returned the HIT, to
+                    # free any running tasks and have Blueprint decide on cleanup.
+                    agent.update_status(AgentState.STATUS_RETURNED)
+                if external_status == AssignmentState.EXPIRED:
+                    # If we're expired, then it won't be doable, and we should update
+                    self.set_db_status(external_status)
+            else:
+                self.set_db_status(external_status)
+
+        return self.db_status
+
+    def launch(self, task_url: str) -> None:
+        """Create this HIT on MTurk (making it availalbe) and register the ids in the local db"""
+        task_run = self.get_assignment().get_task_run()
+        duration = task_run.get_task_args().assignment_duration_in_seconds
+        run_id = task_run.db_id
+        run_details = self.datastore.get_run(run_id)
+        hit_type_id = run_details["hit_type_id"]
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        frame_height = run_details["frame_height"]
+        hit_link, hit_id, response = create_hit_with_hit_type(
+            client, frame_height, task_url, hit_type_id
+        )
+        # TODO(OWN) get this link to the mephisto frontend
+        print(hit_link)
+
+        # We create a hit for this unit, but note that this unit may not
+        # necessarily match with the same HIT that was launched for it.
+        self.datastore.new_hit(hit_id, hit_link, duration, run_id)
+        self.set_db_status(AssignmentState.LAUNCHED)
+        return None
+
+    def expire(self) -> float:
+        """
+        Send a request to expire the HIT, and if it's not assigned return,
+        otherwise just return the maximum assignment duration
+        """
+        delay = 0
+        status = self.get_status()
+        if status in [AssignmentState.EXPIRED, AssignmentState.COMPLETED]:
+            return delay
+        if status == AssignmentState.ASSIGNED:
+            # The assignment is currently being worked on,
+            # so we will set the wait time to be the
+            # amount of time we granted for working on this assignment
+            if self.assignment_time_in_seconds is not None:
+                delay = self.assignment_time_in_seconds
+            logger.debug(f"Expiring a unit that is ASSIGNED after delay {delay}")
+        mturk_hit_id = self.get_mturk_hit_id()
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        if mturk_hit_id is not None:
+            expire_hit(client, mturk_hit_id)
+            return delay
+        else:
+            unassigned_hit_ids = self.datastore.get_unassigned_hit_ids(self.task_run_id)
+
+            if len(unassigned_hit_ids) == 0:
+                self.set_db_status(AssignmentState.EXPIRED)
+                return delay
+            hit_id = unassigned_hit_ids[0]
+            expire_hit(client, hit_id)
+            self.datastore.register_assignment_to_hit(hit_id, self.db_id)
+            self.set_db_status(AssignmentState.EXPIRED)
+            return delay
+
+    def is_expired(self) -> bool:
+        """
+        Determine if this unit is expired as according to the vendor.
+
+        In this case, we keep track of the expiration locally by refreshing
+        the hit's status and seeing if we've expired.
+        """
+        return self.get_status() == AssignmentState.EXPIRED
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.get_mturk_hit_id()}, {self.db_status})"
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MTurkProvider.RequesterClass(mephisto.data_model.requester.Requester): +
+ +
+ View Source + 
class MTurkRequester(Requester):
+    """
+    Wrapper for requester behavior as provided by MTurk. Makes
+    all requests directly to MTurk through boto3.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+    ArgsClass = MTurkRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        self._requester_name = self.requester_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    # Required functions for a Requester implementation
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+        """
+        for req_field in ["access_key_id", "secret_access_key"]:
+            if args is not None and req_field not in args:
+                raise Exception(
+                    f'Missing IAM "{req_field}" in requester registration args'
+                )
+        setup_aws_credentials(self._requester_name, args)
+
+    def is_registered(self) -> bool:
+        """Return whether or not this requester has registered yet"""
+        return check_aws_credentials(self._requester_name)
+
+    def get_available_budget(self) -> float:
+        """Get the available budget from MTurk"""
+        client = self._get_client(self._requester_name)
+        return get_requester_balance(client)
+
+    def _create_new_mturk_qualification(self, qualification_name: str) -> str:
+        """
+        Create a new qualification on MTurk owned by the requester provided
+        """
+        client = self._get_client(self._requester_name)
+        qualification_desc = f"Equivalent qualification for {qualification_name}."
+        use_qualification_name = qualification_name
+        qualification_id = find_or_create_mturk_qualification(
+            client, qualification_name, qualification_desc, must_be_owned=True
+        )
+        if qualification_id is None:
+            # Try to append time to make the qualification unique
+            use_qualification_name = f"{qualification_name}_{time.time()}"
+            qualification_id = find_or_create_mturk_qualification(
+                client, use_qualification_name, qualification_desc, must_be_owned=True
+            )
+            attempts = 0
+            while qualification_id is None:
+                # Append something somewhat random
+                use_qualification_name = f"{qualification_name}_{str(uuid4())}"
+                qualification_id = find_or_create_mturk_qualification(
+                    client,
+                    use_qualification_name,
+                    qualification_desc,
+                    must_be_owned=True,
+                )
+                attempts += 1
+                if attempts > MAX_QUALIFICATION_ATTEMPTS:
+                    raise Exception(
+                        "Something has gone extremely wrong with creating qualification "
+                        f"{qualification_name} for requester {self.requester_name}"
+                    )
+        # Store the new qualification in the datastore
+        self.datastore.create_qualification_mapping(
+            qualification_name, self.db_id, use_qualification_name, qualification_id
+        )
+        return qualification_id
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MTurkRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

Wrapper for requester behavior as provided by MTurk. Makes +all requests directly to MTurk through boto3.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MTurkProvider.WorkerClass(mephisto.data_model.worker.Worker): +
+ +
+ View Source + 
class MTurkWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self._worker_name = self.worker_name  # sandbox workers use a different name
+
+    @classmethod
+    def get_from_mturk_worker_id(
+        cls, db: "MephistoDB", mturk_worker_id: str
+    ) -> Optional["MTurkWorker"]:
+        """Get the MTurkWorker from the given worker_id"""
+        if cls.PROVIDER_TYPE != PROVIDER_TYPE:
+            mturk_worker_id += "_sandbox"
+        workers = db.find_workers(
+            worker_name=mturk_worker_id, provider_type=cls.PROVIDER_TYPE
+        )
+        if len(workers) == 0:
+            logger.warning(
+                f"Could not find a Mephisto Worker for mturk_id {mturk_worker_id}"
+            )
+            return None
+        return cast("MTurkWorker", workers[0])
+
+    def get_mturk_worker_id(self):
+        return self._worker_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+
+        In creating a new qualification, Mephisto resolves the ambiguity over which
+        requester to associate that qualification with by using the FIRST requester
+        of the given account type (either `mturk` or `mturk_sandbox`)
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is not None:
+            requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+            qualification_id = mturk_qual_details["mturk_qualification_id"]
+        else:
+            target_type = (
+                "mturk_sandbox" if qualification_name.endswith("sandbox") else "mturk"
+            )
+            requester = self.db.find_requesters(provider_type=target_type)[-1]
+            assert isinstance(
+                requester, MTurkRequester
+            ), "find_requesters must return mturk requester for given provider types"
+            qualification_id = requester._create_new_mturk_qualification(
+                qualification_name
+            )
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester for MTurk quals"
+        client = self._get_client(requester._requester_name)
+        give_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id, value
+        )
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is None:
+            logger.error(
+                f"No locally stored MTurk qualification to revoke for name {qualification_name}"
+            )
+            return None
+
+        requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester from MTurk quals"
+        client = self._get_client(requester._requester_name)
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+        remove_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id
+        )
+        return None
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return tuple of success and failure message"""
+        if unit is None:
+            # TODO(#652) implement. The content in scripts/mturk/launch_makeup_hits.py
+            # may prove useful for this.
+            return False, "bonusing via compensation tasks not yet available"
+
+        unit = cast("MTurkUnit", unit)
+        requester = cast(
+            "MTurkRequester", unit.get_assignment().get_task_run().get_requester()
+        )
+        client = self._get_client(requester._requester_name)
+        mturk_assignment_id = unit.get_mturk_assignment_id()
+        assert mturk_assignment_id is not None, "Cannot bonus for a unit with no agent"
+        pay_bonus(
+            client, self._worker_name, amount, mturk_assignment_id, reason, str(uuid4())
+        )
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        if unit is None and requester is None:
+            # TODO(WISH) soft block from all requesters? Maybe have the main
+            # requester soft block?
+            return (
+                False,
+                "Blocking without a unit or requester not yet supported for MTurkWorkers",
+            )
+        elif unit is not None and requester is None:
+            requester = unit.get_assignment().get_task_run().get_requester()
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        block_worker(client, self._worker_name, reason)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        unblock_worker(client, self._worker_name, reason)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        return is_worker_blocked(client, self._worker_name)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """
+        Qualifications are handled primarily by MTurk, so if a worker is able to get
+        through to be able to access the task, they should be eligible
+        """
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id, PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MTurkProvider.AgentClass(mephisto.data_model.agent.Agent): +
+ +
+ View Source + 
class MTurkAgent(Agent):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        unit: "MTurkUnit" = cast("MTurkUnit", self.get_unit())
+        self.mturk_assignment_id = unit.get_mturk_assignment_id()
+
+    def _get_mturk_assignment_id(self):
+        if self.mturk_assignment_id is None:
+            self.mturk_assignment_id = self.get_unit().get_mturk_assignment_id()
+        return self.mturk_assignment_id
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "MTurkRequester" = cast("MTurkRequester", unit.get_requester())
+        return self.datastore.get_client_for_requester(requester._requester_name)
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: "Worker",
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+
+        assert isinstance(
+            unit, MTurkUnit
+        ), "Can only register mturk agents to mturk units"
+        unit.register_from_provider_data(
+            provider_data["hit_id"], provider_data["assignment_id"]
+        )
+        return super().new_from_provider_data(db, worker, unit, provider_data)
+
+    def attempt_to_reconcile_submitted_data(self, mturk_hit_id: str):
+        """
+        Hacky attempt to load the data directly from MTurk to handle
+        data submitted that we missed somehow. Chance of failure is
+        certainly non-zero.
+        """
+        client = self._get_client()
+        assignment = get_assignments_for_hit(client, mturk_hit_id)[0]
+        xml_data = xmltodict.parse(assignment["Answer"])
+        paired_data = json.loads(json.dumps(xml_data["QuestionFormAnswers"]["Answer"]))
+        parsed_data = {
+            entry["QuestionIdentifier"]: entry["FreeText"] for entry in paired_data
+        }
+        parsed_data["MEPHISTO_MTURK_RECONCILED"] = True
+        self.handle_submit(parsed_data)
+
+    # Required functions for Agent Interface
+
+    def approve_work(self) -> None:
+        """Approve the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.info(f"Approving already approved agent {self}, skipping")
+            return
+        client = self._get_client()
+        approve_work(client, self._get_mturk_assignment_id(), override_rejection=True)
+        self.update_status(AgentState.STATUS_APPROVED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this specific Unit"""
+        if self.get_status() == AgentState.STATUS_APPROVED:
+            logger.warning(f"Cannot reject {self}, it is already approved")
+            return
+        client = self._get_client()
+        reject_work(client, self._get_mturk_assignment_id(), reason)
+        self.update_status(AgentState.STATUS_REJECTED)
+
+    def mark_done(self) -> None:
+        """
+        MTurk agents are marked as done on the side of MTurk, so if this agent
+        is marked as done there's nothing else we need to do as the task has been
+        submitted.
+        """
+        if self.get_status() != AgentState.STATUS_DISCONNECT:
+            self.db.update_agent(
+                agent_id=self.db_id, status=AgentState.STATUS_COMPLETED
+            )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return MTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
Inherited Members
+
+ + + +
+
+
+
+
+ #   + + + class + MTurkProvider.ArgsClass(mephisto.abstractions.crowd_provider.ProviderArgs): +
+ +
+ View Source + 
class MTurkProviderArgs(ProviderArgs):
+    """Provider args for an MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Provider args for an MTurk provider

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_requester.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_requester.html new file mode 100644 index 000000000..38605167c --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_requester.html @@ -0,0 +1,896 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_requester API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_requester

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from uuid import uuid4
+import time
+import random
+
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+from mephisto.data_model.requester import Requester, RequesterArgs
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    setup_aws_credentials,
+    get_requester_balance,
+    check_aws_credentials,
+    find_or_create_qualification as find_or_create_mturk_qualification,
+)
+from mephisto.abstractions.providers.mturk.provider_type import PROVIDER_TYPE
+
+from typing import List, Optional, Mapping, Dict, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+MAX_QUALIFICATION_ATTEMPTS = 300
+
+
+@dataclass
+class MTurkRequesterArgs(RequesterArgs):
+    _group: str = field(
+        default="MTurkRequester",
+        metadata={
+            "help": (
+                "AWS is required to create a new Requester. "
+                "Please create an IAM user with programmatic access and "
+                "AmazonMechanicalTurkFullAccess policy at "
+                'https://console.aws.amazon.com/iam/ (On the "Set permissions" '
+                'page, choose "Attach existing policies directly" and then select '
+                '"AmazonMechanicalTurkFullAccess" policy). After creating '
+                "the IAM user, you should get an Access Key ID "
+                "and Secret Access Key. "
+            )
+        },
+    )
+    access_key_id: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Access Key ID"}
+    )
+    secret_access_key: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Secret Access Key"}
+    )
+
+
+class MTurkRequester(Requester):
+    """
+    Wrapper for requester behavior as provided by MTurk. Makes
+    all requests directly to MTurk through boto3.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+    ArgsClass = MTurkRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        self._requester_name = self.requester_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    # Required functions for a Requester implementation
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+        """
+        for req_field in ["access_key_id", "secret_access_key"]:
+            if args is not None and req_field not in args:
+                raise Exception(
+                    f'Missing IAM "{req_field}" in requester registration args'
+                )
+        setup_aws_credentials(self._requester_name, args)
+
+    def is_registered(self) -> bool:
+        """Return whether or not this requester has registered yet"""
+        return check_aws_credentials(self._requester_name)
+
+    def get_available_budget(self) -> float:
+        """Get the available budget from MTurk"""
+        client = self._get_client(self._requester_name)
+        return get_requester_balance(client)
+
+    def _create_new_mturk_qualification(self, qualification_name: str) -> str:
+        """
+        Create a new qualification on MTurk owned by the requester provided
+        """
+        client = self._get_client(self._requester_name)
+        qualification_desc = f"Equivalent qualification for {qualification_name}."
+        use_qualification_name = qualification_name
+        qualification_id = find_or_create_mturk_qualification(
+            client, qualification_name, qualification_desc, must_be_owned=True
+        )
+        if qualification_id is None:
+            # Try to append time to make the qualification unique
+            use_qualification_name = f"{qualification_name}_{time.time()}"
+            qualification_id = find_or_create_mturk_qualification(
+                client, use_qualification_name, qualification_desc, must_be_owned=True
+            )
+            attempts = 0
+            while qualification_id is None:
+                # Append something somewhat random
+                use_qualification_name = f"{qualification_name}_{str(uuid4())}"
+                qualification_id = find_or_create_mturk_qualification(
+                    client,
+                    use_qualification_name,
+                    qualification_desc,
+                    must_be_owned=True,
+                )
+                attempts += 1
+                if attempts > MAX_QUALIFICATION_ATTEMPTS:
+                    raise Exception(
+                        "Something has gone extremely wrong with creating qualification "
+                        f"{qualification_name} for requester {self.requester_name}"
+                    )
+        # Store the new qualification in the datastore
+        self.datastore.create_qualification_mapping(
+            qualification_name, self.db_id, use_qualification_name, qualification_id
+        )
+        return qualification_id
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MTurkRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MTurkRequesterArgs(mephisto.data_model.requester.RequesterArgs): +
+ +
+ View Source + 
class MTurkRequesterArgs(RequesterArgs):
+    _group: str = field(
+        default="MTurkRequester",
+        metadata={
+            "help": (
+                "AWS is required to create a new Requester. "
+                "Please create an IAM user with programmatic access and "
+                "AmazonMechanicalTurkFullAccess policy at "
+                'https://console.aws.amazon.com/iam/ (On the "Set permissions" '
+                'page, choose "Attach existing policies directly" and then select '
+                '"AmazonMechanicalTurkFullAccess" policy). After creating '
+                "the IAM user, you should get an Access Key ID "
+                "and Secret Access Key. "
+            )
+        },
+    )
+    access_key_id: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Access Key ID"}
+    )
+    secret_access_key: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Secret Access Key"}
+    )
+
+ +
+ +

MTurkRequesterArgs(name: str = '???', _group: str = 'MTurkRequester', access_key_id: str = '???', secret_access_key: str = '???')

+
+ + +
+
#   + + + MTurkRequesterArgs( + name: str = '???', + _group: str = 'MTurkRequester', + access_key_id: str = '???', + secret_access_key: str = '???' +) +
+ + + + +
+
+
#   + + access_key_id: str = '???' +
+ + + + +
+
+
#   + + secret_access_key: str = '???' +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + MTurkRequester(mephisto.data_model.requester.Requester): +
+ +
+ View Source + 
class MTurkRequester(Requester):
+    """
+    Wrapper for requester behavior as provided by MTurk. Makes
+    all requests directly to MTurk through boto3.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+    ArgsClass = MTurkRequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        self._requester_name = self.requester_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    # Required functions for a Requester implementation
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+        """
+        for req_field in ["access_key_id", "secret_access_key"]:
+            if args is not None and req_field not in args:
+                raise Exception(
+                    f'Missing IAM "{req_field}" in requester registration args'
+                )
+        setup_aws_credentials(self._requester_name, args)
+
+    def is_registered(self) -> bool:
+        """Return whether or not this requester has registered yet"""
+        return check_aws_credentials(self._requester_name)
+
+    def get_available_budget(self) -> float:
+        """Get the available budget from MTurk"""
+        client = self._get_client(self._requester_name)
+        return get_requester_balance(client)
+
+    def _create_new_mturk_qualification(self, qualification_name: str) -> str:
+        """
+        Create a new qualification on MTurk owned by the requester provided
+        """
+        client = self._get_client(self._requester_name)
+        qualification_desc = f"Equivalent qualification for {qualification_name}."
+        use_qualification_name = qualification_name
+        qualification_id = find_or_create_mturk_qualification(
+            client, qualification_name, qualification_desc, must_be_owned=True
+        )
+        if qualification_id is None:
+            # Try to append time to make the qualification unique
+            use_qualification_name = f"{qualification_name}_{time.time()}"
+            qualification_id = find_or_create_mturk_qualification(
+                client, use_qualification_name, qualification_desc, must_be_owned=True
+            )
+            attempts = 0
+            while qualification_id is None:
+                # Append something somewhat random
+                use_qualification_name = f"{qualification_name}_{str(uuid4())}"
+                qualification_id = find_or_create_mturk_qualification(
+                    client,
+                    use_qualification_name,
+                    qualification_desc,
+                    must_be_owned=True,
+                )
+                attempts += 1
+                if attempts > MAX_QUALIFICATION_ATTEMPTS:
+                    raise Exception(
+                        "Something has gone extremely wrong with creating qualification "
+                        f"{qualification_name} for requester {self.requester_name}"
+                    )
+        # Store the new qualification in the datastore
+        self.datastore.create_qualification_mapping(
+            qualification_name, self.db_id, use_qualification_name, qualification_id
+        )
+        return qualification_id
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MTurkRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

Wrapper for requester behavior as provided by MTurk. Makes +all requests directly to MTurk through boto3.

+
+ + +
+
#   + + + MTurkRequester( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Requester class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Requester +as you will instead be returned the correct Requester class according to +the crowdprovider associated with this Requester.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk' +
+ + + + +
+
+
#   + + + def + register( + self, + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> None: +
+ +
+ View Source + 
    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+        """
+        for req_field in ["access_key_id", "secret_access_key"]:
+            if args is not None and req_field not in args:
+                raise Exception(
+                    f'Missing IAM "{req_field}" in requester registration args'
+                )
+        setup_aws_credentials(self._requester_name, args)
+
+ +
+ +

Register this requester with the crowd provider by providing any required credentials +or such. If no args are provided, assume the registration is already made and try +to assert it as such.

+
+ + +
+
+
#   + + + def + is_registered(self) -> bool: +
+ +
+ View Source + 
    def is_registered(self) -> bool:
+        """Return whether or not this requester has registered yet"""
+        return check_aws_credentials(self._requester_name)
+
+ +
+ +

Return whether or not this requester has registered yet

+
+ + +
+
+
#   + + + def + get_available_budget(self) -> float: +
+ +
+ View Source + 
    def get_available_budget(self) -> float:
+        """Get the available budget from MTurk"""
+        client = self._get_client(self._requester_name)
+        return get_requester_balance(client)
+
+ +
+ +

Get the available budget from MTurk

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + requester_name: str +) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        return MTurkRequester._register_requester(db, requester_name, PROVIDER_TYPE)
+
+ +
+ +

Try to create a new requester by this name, raise an exception if +the name already exists.

+ +

Implementation should call _register_requester(db, requester_id) when sure the requester +can be successfully created to have it put into the db and return the result.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + MTurkRequester.ArgsClass(mephisto.data_model.requester.RequesterArgs): +
+ +
+ View Source + 
class MTurkRequesterArgs(RequesterArgs):
+    _group: str = field(
+        default="MTurkRequester",
+        metadata={
+            "help": (
+                "AWS is required to create a new Requester. "
+                "Please create an IAM user with programmatic access and "
+                "AmazonMechanicalTurkFullAccess policy at "
+                'https://console.aws.amazon.com/iam/ (On the "Set permissions" '
+                'page, choose "Attach existing policies directly" and then select '
+                '"AmazonMechanicalTurkFullAccess" policy). After creating '
+                "the IAM user, you should get an Access Key ID "
+                "and Secret Access Key. "
+            )
+        },
+    )
+    access_key_id: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Access Key ID"}
+    )
+    secret_access_key: str = field(
+        default=MISSING, metadata={"required": True, "help": "IAM Secret Access Key"}
+    )
+
+ +
+ +

MTurkRequesterArgs(name: str = '???', _group: str = 'MTurkRequester', access_key_id: str = '???', secret_access_key: str = '???')

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_unit.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_unit.html new file mode 100644 index 000000000..6bc2bbe38 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_unit.html @@ -0,0 +1,1532 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_unit API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_unit

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from datetime import datetime
+
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    expire_hit,
+    get_hit,
+    create_hit_with_hit_type,
+    get_assignments_for_hit,
+)
+from mephisto.abstractions.providers.mturk.provider_type import PROVIDER_TYPE
+import time
+from typing import List, Optional, Tuple, Mapping, Dict, Any, Type, cast, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.abstractions.providers.mturk.mturk_agent import MTurkAgent
+    from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+class MTurkUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self.hit_id: Optional[str] = None
+        self._last_sync_time = 0.0
+        self._sync_hit_mapping()
+        self.__requester: Optional["MTurkRequester"] = None
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def _sync_hit_mapping(self) -> None:
+        """Sync with the datastore to see if any mappings have updated"""
+        if self.datastore.is_hit_mapping_in_sync(self.db_id, self._last_sync_time):
+            return
+        try:
+            mapping = dict(self.datastore.get_hit_mapping(self.db_id))
+            self.hit_id = mapping["hit_id"]
+            self.mturk_assignment_id = mapping.get("assignment_id")
+            self.assignment_time_in_seconds = mapping.get("assignment_time_in_seconds")
+        except IndexError:
+            # HIT does not appear to exist
+            self.hit_id = None
+            self.mturk_assignment_id = None
+            self.assignment_time_in_seconds = -1
+        # We update to a time slightly earlier than now, in order
+        # to reduce the risk of a race condition caching an old
+        # value the moment it's registered
+        self._last_sync_time = time.monotonic() - 1
+
+    def register_from_provider_data(
+        self, hit_id: str, mturk_assignment_id: str
+    ) -> None:
+        """Update the datastore and local information from this registration"""
+        self.datastore.register_assignment_to_hit(
+            hit_id, self.db_id, mturk_assignment_id
+        )
+        self._sync_hit_mapping()
+
+    def get_mturk_assignment_id(self) -> Optional[str]:
+        """
+        Return the MTurk assignment id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.mturk_assignment_id
+
+    def get_mturk_hit_id(self) -> Optional[str]:
+        """
+        Return the MTurk hit id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.hit_id
+
+    def get_requester(self) -> "MTurkRequester":
+        """Wrapper around regular Requester as this will be MTurkRequesters"""
+        if self.__requester is None:
+            self.__requester = cast("MTurkRequester", super().get_requester())
+        return self.__requester
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        super().set_db_status(status)
+        if status == AssignmentState.COMPLETED:
+            agent = cast("MTurkAgent", self.get_assigned_agent())
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_IN_TASK:
+                    # Oh no, MTurk has completed the unit, but we don't have
+                    # the data. We need to reconcile
+                    logger.warning(
+                        f"Unit {self} moved to completed, but the agent didn't... "
+                        f"Attempting to reconcile with MTurk directly"
+                    )
+                    try:
+                        hit_id = self.get_mturk_hit_id()
+                        assert (
+                            hit_id is not None
+                        ), f"This unit does not have an ID! {self}"
+
+                        agent.attempt_to_reconcile_submitted_data(hit_id)
+                    except Exception as e:
+                        logger.warning(
+                            f"Was not able to reconcile due to an error, {e}. "
+                            f"You may need to reconcile this specific Agent manually "
+                            f"after the task is completed. See here for details: "
+                            f"https://github.com/facebookresearch/Mephisto/pull/442"
+                        )
+                elif agent_status == AgentState.STATUS_TIMEOUT:
+                    # Oh no, this is also bad. we shouldn't be completing for a timed out agent.
+                    logger.warning(
+                        "Found a timeout that's trying to be pushed to completed with a timed out agent"
+                    )
+                    pass
+            else:
+                logger.warning(f"No agent found for completed unit {self}...")
+
+    def clear_assigned_agent(self) -> None:
+        """
+        Additionally to clearing the agent, we also need to dissociate the
+        hit_id from this unit in the MTurkDatastore
+        """
+        if self.db_status == AssignmentState.COMPLETED:
+            logger.warning(
+                f"Clearing an agent when COMPLETED, it's likely a submit happened "
+                f"but could not be received by the Mephisto backend. This "
+                f"assignment clear is thus being ignored, but this message "
+                f"is indicative of some data loss. "
+            )
+            # TODO(OWN) how can we reconcile missing data here? Marking this agent as
+            # COMPLETED will pollute the data, but not marking it means that
+            # it will have to be the auto-approve deadline.
+            return
+        super().clear_assigned_agent()
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is not None:
+            self.datastore.clear_hit_from_unit(self.db_id)
+            self._sync_hit_mapping()
+
+        if self.db_status == AssignmentState.ASSIGNED:
+            self.set_db_status(AssignmentState.LAUNCHED)
+
+    # Required Unit functions
+
+    def get_status(self) -> str:
+        """Get status for this unit directly from MTurk, fall back on local info"""
+        if self.db_status == AssignmentState.CREATED:
+            return super().get_status()
+        elif self.db_status in [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]:
+            # These statuses don't change with a get_status call
+            return self.db_status
+
+        if self.db_status in [AssignmentState.COMPLETED, AssignmentState.REJECTED]:
+            # These statuses only change on agent dependent changes
+            agent = self.get_assigned_agent()
+            found_status = self.db_status
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_APPROVED:
+                    found_status = AssignmentState.ACCEPTED
+                elif agent_status == AgentState.STATUS_REJECTED:
+                    found_status = AssignmentState.REJECTED
+                elif agent_status == AgentState.STATUS_SOFT_REJECTED:
+                    found_status = AssignmentState.SOFT_REJECTED
+            else:
+                logger.warning(f"Agent for unit {self} is None")
+            if found_status != self.db_status:
+                self.set_db_status(found_status)
+            return self.db_status
+
+        # Remaining statuses are tracking a live HIT
+
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is None:
+            # If the hit_id is None and there's an agent still assigned,
+            # then that agent has timed out and we should expire
+            agent = self.get_assigned_agent()
+            if agent is not None:
+                if agent.get_status() != AgentState.STATUS_EXPIRED:
+                    agent.update_status(AgentState.STATUS_EXPIRED)
+
+            # Can't determine anything else if there is no HIT on this unit
+            return self.db_status
+
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        hit = get_hit(client, mturk_hit_id)
+        if hit is None:
+            return AssignmentState.EXPIRED
+        hit_data = hit["HIT"]
+
+        local_status = self.db_status
+        external_status = self.db_status
+
+        if hit_data["HITStatus"] == "Assignable":
+            external_status = AssignmentState.LAUNCHED
+        elif hit_data["HITStatus"] == "Unassignable":
+            external_status = AssignmentState.ASSIGNED
+        elif hit_data["HITStatus"] in ["Reviewable", "Reviewing"]:
+            external_status = AssignmentState.COMPLETED
+            if hit_data["NumberOfAssignmentsAvailable"] != 0:
+                external_status = AssignmentState.EXPIRED
+        elif hit_data["HITStatus"] == "Disposed":
+            # The HIT was deleted, must rely on what we have
+            external_status = local_status
+        else:
+            raise Exception(f"Unexpected HIT status {hit_data['HITStatus']}")
+
+        if external_status != local_status:
+            if local_status == AssignmentState.ASSIGNED and external_status in [
+                AssignmentState.LAUNCHED,
+                AssignmentState.EXPIRED,
+            ]:
+                # Treat this as a return event, this hit may be doable by someone else
+                agent = self.get_assigned_agent()
+                if agent is not None and agent.get_status() in [
+                    AgentState.STATUS_IN_TASK,
+                    AgentState.STATUS_ONBOARDING,
+                    AgentState.STATUS_WAITING,
+                    AgentState.STATUS_PARTNER_DISCONNECT,
+                ]:
+                    # mark the in-task agent as having returned the HIT, to
+                    # free any running tasks and have Blueprint decide on cleanup.
+                    agent.update_status(AgentState.STATUS_RETURNED)
+                if external_status == AssignmentState.EXPIRED:
+                    # If we're expired, then it won't be doable, and we should update
+                    self.set_db_status(external_status)
+            else:
+                self.set_db_status(external_status)
+
+        return self.db_status
+
+    def launch(self, task_url: str) -> None:
+        """Create this HIT on MTurk (making it availalbe) and register the ids in the local db"""
+        task_run = self.get_assignment().get_task_run()
+        duration = task_run.get_task_args().assignment_duration_in_seconds
+        run_id = task_run.db_id
+        run_details = self.datastore.get_run(run_id)
+        hit_type_id = run_details["hit_type_id"]
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        frame_height = run_details["frame_height"]
+        hit_link, hit_id, response = create_hit_with_hit_type(
+            client, frame_height, task_url, hit_type_id
+        )
+        # TODO(OWN) get this link to the mephisto frontend
+        print(hit_link)
+
+        # We create a hit for this unit, but note that this unit may not
+        # necessarily match with the same HIT that was launched for it.
+        self.datastore.new_hit(hit_id, hit_link, duration, run_id)
+        self.set_db_status(AssignmentState.LAUNCHED)
+        return None
+
+    def expire(self) -> float:
+        """
+        Send a request to expire the HIT, and if it's not assigned return,
+        otherwise just return the maximum assignment duration
+        """
+        delay = 0
+        status = self.get_status()
+        if status in [AssignmentState.EXPIRED, AssignmentState.COMPLETED]:
+            return delay
+        if status == AssignmentState.ASSIGNED:
+            # The assignment is currently being worked on,
+            # so we will set the wait time to be the
+            # amount of time we granted for working on this assignment
+            if self.assignment_time_in_seconds is not None:
+                delay = self.assignment_time_in_seconds
+            logger.debug(f"Expiring a unit that is ASSIGNED after delay {delay}")
+        mturk_hit_id = self.get_mturk_hit_id()
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        if mturk_hit_id is not None:
+            expire_hit(client, mturk_hit_id)
+            return delay
+        else:
+            unassigned_hit_ids = self.datastore.get_unassigned_hit_ids(self.task_run_id)
+
+            if len(unassigned_hit_ids) == 0:
+                self.set_db_status(AssignmentState.EXPIRED)
+                return delay
+            hit_id = unassigned_hit_ids[0]
+            expire_hit(client, hit_id)
+            self.datastore.register_assignment_to_hit(hit_id, self.db_id)
+            self.set_db_status(AssignmentState.EXPIRED)
+            return delay
+
+    def is_expired(self) -> bool:
+        """
+        Determine if this unit is expired as according to the vendor.
+
+        In this case, we keep track of the expiration locally by refreshing
+        the hit's status and seeing if we've expired.
+        """
+        return self.get_status() == AssignmentState.EXPIRED
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.get_mturk_hit_id()}, {self.db_status})"
+
+ +
+ +
+
+
+ #   + + + class + MTurkUnit(mephisto.data_model.unit.Unit): +
+ +
+ View Source + 
class MTurkUnit(Unit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self.hit_id: Optional[str] = None
+        self._last_sync_time = 0.0
+        self._sync_hit_mapping()
+        self.__requester: Optional["MTurkRequester"] = None
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def _sync_hit_mapping(self) -> None:
+        """Sync with the datastore to see if any mappings have updated"""
+        if self.datastore.is_hit_mapping_in_sync(self.db_id, self._last_sync_time):
+            return
+        try:
+            mapping = dict(self.datastore.get_hit_mapping(self.db_id))
+            self.hit_id = mapping["hit_id"]
+            self.mturk_assignment_id = mapping.get("assignment_id")
+            self.assignment_time_in_seconds = mapping.get("assignment_time_in_seconds")
+        except IndexError:
+            # HIT does not appear to exist
+            self.hit_id = None
+            self.mturk_assignment_id = None
+            self.assignment_time_in_seconds = -1
+        # We update to a time slightly earlier than now, in order
+        # to reduce the risk of a race condition caching an old
+        # value the moment it's registered
+        self._last_sync_time = time.monotonic() - 1
+
+    def register_from_provider_data(
+        self, hit_id: str, mturk_assignment_id: str
+    ) -> None:
+        """Update the datastore and local information from this registration"""
+        self.datastore.register_assignment_to_hit(
+            hit_id, self.db_id, mturk_assignment_id
+        )
+        self._sync_hit_mapping()
+
+    def get_mturk_assignment_id(self) -> Optional[str]:
+        """
+        Return the MTurk assignment id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.mturk_assignment_id
+
+    def get_mturk_hit_id(self) -> Optional[str]:
+        """
+        Return the MTurk hit id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.hit_id
+
+    def get_requester(self) -> "MTurkRequester":
+        """Wrapper around regular Requester as this will be MTurkRequesters"""
+        if self.__requester is None:
+            self.__requester = cast("MTurkRequester", super().get_requester())
+        return self.__requester
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        super().set_db_status(status)
+        if status == AssignmentState.COMPLETED:
+            agent = cast("MTurkAgent", self.get_assigned_agent())
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_IN_TASK:
+                    # Oh no, MTurk has completed the unit, but we don't have
+                    # the data. We need to reconcile
+                    logger.warning(
+                        f"Unit {self} moved to completed, but the agent didn't... "
+                        f"Attempting to reconcile with MTurk directly"
+                    )
+                    try:
+                        hit_id = self.get_mturk_hit_id()
+                        assert (
+                            hit_id is not None
+                        ), f"This unit does not have an ID! {self}"
+
+                        agent.attempt_to_reconcile_submitted_data(hit_id)
+                    except Exception as e:
+                        logger.warning(
+                            f"Was not able to reconcile due to an error, {e}. "
+                            f"You may need to reconcile this specific Agent manually "
+                            f"after the task is completed. See here for details: "
+                            f"https://github.com/facebookresearch/Mephisto/pull/442"
+                        )
+                elif agent_status == AgentState.STATUS_TIMEOUT:
+                    # Oh no, this is also bad. we shouldn't be completing for a timed out agent.
+                    logger.warning(
+                        "Found a timeout that's trying to be pushed to completed with a timed out agent"
+                    )
+                    pass
+            else:
+                logger.warning(f"No agent found for completed unit {self}...")
+
+    def clear_assigned_agent(self) -> None:
+        """
+        Additionally to clearing the agent, we also need to dissociate the
+        hit_id from this unit in the MTurkDatastore
+        """
+        if self.db_status == AssignmentState.COMPLETED:
+            logger.warning(
+                f"Clearing an agent when COMPLETED, it's likely a submit happened "
+                f"but could not be received by the Mephisto backend. This "
+                f"assignment clear is thus being ignored, but this message "
+                f"is indicative of some data loss. "
+            )
+            # TODO(OWN) how can we reconcile missing data here? Marking this agent as
+            # COMPLETED will pollute the data, but not marking it means that
+            # it will have to be the auto-approve deadline.
+            return
+        super().clear_assigned_agent()
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is not None:
+            self.datastore.clear_hit_from_unit(self.db_id)
+            self._sync_hit_mapping()
+
+        if self.db_status == AssignmentState.ASSIGNED:
+            self.set_db_status(AssignmentState.LAUNCHED)
+
+    # Required Unit functions
+
+    def get_status(self) -> str:
+        """Get status for this unit directly from MTurk, fall back on local info"""
+        if self.db_status == AssignmentState.CREATED:
+            return super().get_status()
+        elif self.db_status in [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]:
+            # These statuses don't change with a get_status call
+            return self.db_status
+
+        if self.db_status in [AssignmentState.COMPLETED, AssignmentState.REJECTED]:
+            # These statuses only change on agent dependent changes
+            agent = self.get_assigned_agent()
+            found_status = self.db_status
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_APPROVED:
+                    found_status = AssignmentState.ACCEPTED
+                elif agent_status == AgentState.STATUS_REJECTED:
+                    found_status = AssignmentState.REJECTED
+                elif agent_status == AgentState.STATUS_SOFT_REJECTED:
+                    found_status = AssignmentState.SOFT_REJECTED
+            else:
+                logger.warning(f"Agent for unit {self} is None")
+            if found_status != self.db_status:
+                self.set_db_status(found_status)
+            return self.db_status
+
+        # Remaining statuses are tracking a live HIT
+
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is None:
+            # If the hit_id is None and there's an agent still assigned,
+            # then that agent has timed out and we should expire
+            agent = self.get_assigned_agent()
+            if agent is not None:
+                if agent.get_status() != AgentState.STATUS_EXPIRED:
+                    agent.update_status(AgentState.STATUS_EXPIRED)
+
+            # Can't determine anything else if there is no HIT on this unit
+            return self.db_status
+
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        hit = get_hit(client, mturk_hit_id)
+        if hit is None:
+            return AssignmentState.EXPIRED
+        hit_data = hit["HIT"]
+
+        local_status = self.db_status
+        external_status = self.db_status
+
+        if hit_data["HITStatus"] == "Assignable":
+            external_status = AssignmentState.LAUNCHED
+        elif hit_data["HITStatus"] == "Unassignable":
+            external_status = AssignmentState.ASSIGNED
+        elif hit_data["HITStatus"] in ["Reviewable", "Reviewing"]:
+            external_status = AssignmentState.COMPLETED
+            if hit_data["NumberOfAssignmentsAvailable"] != 0:
+                external_status = AssignmentState.EXPIRED
+        elif hit_data["HITStatus"] == "Disposed":
+            # The HIT was deleted, must rely on what we have
+            external_status = local_status
+        else:
+            raise Exception(f"Unexpected HIT status {hit_data['HITStatus']}")
+
+        if external_status != local_status:
+            if local_status == AssignmentState.ASSIGNED and external_status in [
+                AssignmentState.LAUNCHED,
+                AssignmentState.EXPIRED,
+            ]:
+                # Treat this as a return event, this hit may be doable by someone else
+                agent = self.get_assigned_agent()
+                if agent is not None and agent.get_status() in [
+                    AgentState.STATUS_IN_TASK,
+                    AgentState.STATUS_ONBOARDING,
+                    AgentState.STATUS_WAITING,
+                    AgentState.STATUS_PARTNER_DISCONNECT,
+                ]:
+                    # mark the in-task agent as having returned the HIT, to
+                    # free any running tasks and have Blueprint decide on cleanup.
+                    agent.update_status(AgentState.STATUS_RETURNED)
+                if external_status == AssignmentState.EXPIRED:
+                    # If we're expired, then it won't be doable, and we should update
+                    self.set_db_status(external_status)
+            else:
+                self.set_db_status(external_status)
+
+        return self.db_status
+
+    def launch(self, task_url: str) -> None:
+        """Create this HIT on MTurk (making it availalbe) and register the ids in the local db"""
+        task_run = self.get_assignment().get_task_run()
+        duration = task_run.get_task_args().assignment_duration_in_seconds
+        run_id = task_run.db_id
+        run_details = self.datastore.get_run(run_id)
+        hit_type_id = run_details["hit_type_id"]
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        frame_height = run_details["frame_height"]
+        hit_link, hit_id, response = create_hit_with_hit_type(
+            client, frame_height, task_url, hit_type_id
+        )
+        # TODO(OWN) get this link to the mephisto frontend
+        print(hit_link)
+
+        # We create a hit for this unit, but note that this unit may not
+        # necessarily match with the same HIT that was launched for it.
+        self.datastore.new_hit(hit_id, hit_link, duration, run_id)
+        self.set_db_status(AssignmentState.LAUNCHED)
+        return None
+
+    def expire(self) -> float:
+        """
+        Send a request to expire the HIT, and if it's not assigned return,
+        otherwise just return the maximum assignment duration
+        """
+        delay = 0
+        status = self.get_status()
+        if status in [AssignmentState.EXPIRED, AssignmentState.COMPLETED]:
+            return delay
+        if status == AssignmentState.ASSIGNED:
+            # The assignment is currently being worked on,
+            # so we will set the wait time to be the
+            # amount of time we granted for working on this assignment
+            if self.assignment_time_in_seconds is not None:
+                delay = self.assignment_time_in_seconds
+            logger.debug(f"Expiring a unit that is ASSIGNED after delay {delay}")
+        mturk_hit_id = self.get_mturk_hit_id()
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        if mturk_hit_id is not None:
+            expire_hit(client, mturk_hit_id)
+            return delay
+        else:
+            unassigned_hit_ids = self.datastore.get_unassigned_hit_ids(self.task_run_id)
+
+            if len(unassigned_hit_ids) == 0:
+                self.set_db_status(AssignmentState.EXPIRED)
+                return delay
+            hit_id = unassigned_hit_ids[0]
+            expire_hit(client, hit_id)
+            self.datastore.register_assignment_to_hit(hit_id, self.db_id)
+            self.set_db_status(AssignmentState.EXPIRED)
+            return delay
+
+    def is_expired(self) -> bool:
+        """
+        Determine if this unit is expired as according to the vendor.
+
+        In this case, we keep track of the expiration locally by refreshing
+        the hit's status and seeing if we've expired.
+        """
+        return self.get_status() == AssignmentState.EXPIRED
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.get_mturk_hit_id()}, {self.db_status})"
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+
+ + +
+
#   + + + MTurkUnit( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Unit class without needing to specifically find it +for a given db_id. As such it is impossible to create a Unit +as you will instead be returned the correct Unit class according to +the crowdprovider associated with this Unit.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk' +
+ + + + +
+
+
#   + + + def + register_from_provider_data(self, hit_id: str, mturk_assignment_id: str) -> None: +
+ +
+ View Source + 
    def register_from_provider_data(
+        self, hit_id: str, mturk_assignment_id: str
+    ) -> None:
+        """Update the datastore and local information from this registration"""
+        self.datastore.register_assignment_to_hit(
+            hit_id, self.db_id, mturk_assignment_id
+        )
+        self._sync_hit_mapping()
+
+ +
+ +

Update the datastore and local information from this registration

+
+ + +
+
+
#   + + + def + get_mturk_assignment_id(self) -> Union[str, NoneType]: +
+ +
+ View Source + 
    def get_mturk_assignment_id(self) -> Optional[str]:
+        """
+        Return the MTurk assignment id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.mturk_assignment_id
+
+ +
+ +

Return the MTurk assignment id associated with this unit

+
+ + +
+
+
#   + + + def + get_mturk_hit_id(self) -> Union[str, NoneType]: +
+ +
+ View Source + 
    def get_mturk_hit_id(self) -> Optional[str]:
+        """
+        Return the MTurk hit id associated with this unit
+        """
+        self._sync_hit_mapping()
+        return self.hit_id
+
+ +
+ +

Return the MTurk hit id associated with this unit

+
+ + +
+
+
#   + + + def + get_requester( + self +) -> mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester: +
+ +
+ View Source + 
    def get_requester(self) -> "MTurkRequester":
+        """Wrapper around regular Requester as this will be MTurkRequesters"""
+        if self.__requester is None:
+            self.__requester = cast("MTurkRequester", super().get_requester())
+        return self.__requester
+
+ +
+ +

Wrapper around regular Requester as this will be MTurkRequesters

+
+ + +
+
+
#   + + + def + set_db_status(self, status: str) -> None: +
+ +
+ View Source + 
    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        super().set_db_status(status)
+        if status == AssignmentState.COMPLETED:
+            agent = cast("MTurkAgent", self.get_assigned_agent())
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_IN_TASK:
+                    # Oh no, MTurk has completed the unit, but we don't have
+                    # the data. We need to reconcile
+                    logger.warning(
+                        f"Unit {self} moved to completed, but the agent didn't... "
+                        f"Attempting to reconcile with MTurk directly"
+                    )
+                    try:
+                        hit_id = self.get_mturk_hit_id()
+                        assert (
+                            hit_id is not None
+                        ), f"This unit does not have an ID! {self}"
+
+                        agent.attempt_to_reconcile_submitted_data(hit_id)
+                    except Exception as e:
+                        logger.warning(
+                            f"Was not able to reconcile due to an error, {e}. "
+                            f"You may need to reconcile this specific Agent manually "
+                            f"after the task is completed. See here for details: "
+                            f"https://github.com/facebookresearch/Mephisto/pull/442"
+                        )
+                elif agent_status == AgentState.STATUS_TIMEOUT:
+                    # Oh no, this is also bad. we shouldn't be completing for a timed out agent.
+                    logger.warning(
+                        "Found a timeout that's trying to be pushed to completed with a timed out agent"
+                    )
+                    pass
+            else:
+                logger.warning(f"No agent found for completed unit {self}...")
+
+ +
+ +

Set the status reflected in the database for this Unit

+
+ + +
+
+
#   + + + def + clear_assigned_agent(self) -> None: +
+ +
+ View Source + 
    def clear_assigned_agent(self) -> None:
+        """
+        Additionally to clearing the agent, we also need to dissociate the
+        hit_id from this unit in the MTurkDatastore
+        """
+        if self.db_status == AssignmentState.COMPLETED:
+            logger.warning(
+                f"Clearing an agent when COMPLETED, it's likely a submit happened "
+                f"but could not be received by the Mephisto backend. This "
+                f"assignment clear is thus being ignored, but this message "
+                f"is indicative of some data loss. "
+            )
+            # TODO(OWN) how can we reconcile missing data here? Marking this agent as
+            # COMPLETED will pollute the data, but not marking it means that
+            # it will have to be the auto-approve deadline.
+            return
+        super().clear_assigned_agent()
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is not None:
+            self.datastore.clear_hit_from_unit(self.db_id)
+            self._sync_hit_mapping()
+
+        if self.db_status == AssignmentState.ASSIGNED:
+            self.set_db_status(AssignmentState.LAUNCHED)
+
+ +
+ +

Additionally to clearing the agent, we also need to dissociate the +hit_id from this unit in the MTurkDatastore

+
+ + +
+
+
#   + + + def + get_status(self) -> str: +
+ +
+ View Source + 
    def get_status(self) -> str:
+        """Get status for this unit directly from MTurk, fall back on local info"""
+        if self.db_status == AssignmentState.CREATED:
+            return super().get_status()
+        elif self.db_status in [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]:
+            # These statuses don't change with a get_status call
+            return self.db_status
+
+        if self.db_status in [AssignmentState.COMPLETED, AssignmentState.REJECTED]:
+            # These statuses only change on agent dependent changes
+            agent = self.get_assigned_agent()
+            found_status = self.db_status
+            if agent is not None:
+                agent_status = agent.get_status()
+                if agent_status == AgentState.STATUS_APPROVED:
+                    found_status = AssignmentState.ACCEPTED
+                elif agent_status == AgentState.STATUS_REJECTED:
+                    found_status = AssignmentState.REJECTED
+                elif agent_status == AgentState.STATUS_SOFT_REJECTED:
+                    found_status = AssignmentState.SOFT_REJECTED
+            else:
+                logger.warning(f"Agent for unit {self} is None")
+            if found_status != self.db_status:
+                self.set_db_status(found_status)
+            return self.db_status
+
+        # Remaining statuses are tracking a live HIT
+
+        mturk_hit_id = self.get_mturk_hit_id()
+        if mturk_hit_id is None:
+            # If the hit_id is None and there's an agent still assigned,
+            # then that agent has timed out and we should expire
+            agent = self.get_assigned_agent()
+            if agent is not None:
+                if agent.get_status() != AgentState.STATUS_EXPIRED:
+                    agent.update_status(AgentState.STATUS_EXPIRED)
+
+            # Can't determine anything else if there is no HIT on this unit
+            return self.db_status
+
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        hit = get_hit(client, mturk_hit_id)
+        if hit is None:
+            return AssignmentState.EXPIRED
+        hit_data = hit["HIT"]
+
+        local_status = self.db_status
+        external_status = self.db_status
+
+        if hit_data["HITStatus"] == "Assignable":
+            external_status = AssignmentState.LAUNCHED
+        elif hit_data["HITStatus"] == "Unassignable":
+            external_status = AssignmentState.ASSIGNED
+        elif hit_data["HITStatus"] in ["Reviewable", "Reviewing"]:
+            external_status = AssignmentState.COMPLETED
+            if hit_data["NumberOfAssignmentsAvailable"] != 0:
+                external_status = AssignmentState.EXPIRED
+        elif hit_data["HITStatus"] == "Disposed":
+            # The HIT was deleted, must rely on what we have
+            external_status = local_status
+        else:
+            raise Exception(f"Unexpected HIT status {hit_data['HITStatus']}")
+
+        if external_status != local_status:
+            if local_status == AssignmentState.ASSIGNED and external_status in [
+                AssignmentState.LAUNCHED,
+                AssignmentState.EXPIRED,
+            ]:
+                # Treat this as a return event, this hit may be doable by someone else
+                agent = self.get_assigned_agent()
+                if agent is not None and agent.get_status() in [
+                    AgentState.STATUS_IN_TASK,
+                    AgentState.STATUS_ONBOARDING,
+                    AgentState.STATUS_WAITING,
+                    AgentState.STATUS_PARTNER_DISCONNECT,
+                ]:
+                    # mark the in-task agent as having returned the HIT, to
+                    # free any running tasks and have Blueprint decide on cleanup.
+                    agent.update_status(AgentState.STATUS_RETURNED)
+                if external_status == AssignmentState.EXPIRED:
+                    # If we're expired, then it won't be doable, and we should update
+                    self.set_db_status(external_status)
+            else:
+                self.set_db_status(external_status)
+
+        return self.db_status
+
+ +
+ +

Get status for this unit directly from MTurk, fall back on local info

+
+ + +
+
+
#   + + + def + launch(self, task_url: str) -> None: +
+ +
+ View Source + 
    def launch(self, task_url: str) -> None:
+        """Create this HIT on MTurk (making it availalbe) and register the ids in the local db"""
+        task_run = self.get_assignment().get_task_run()
+        duration = task_run.get_task_args().assignment_duration_in_seconds
+        run_id = task_run.db_id
+        run_details = self.datastore.get_run(run_id)
+        hit_type_id = run_details["hit_type_id"]
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        frame_height = run_details["frame_height"]
+        hit_link, hit_id, response = create_hit_with_hit_type(
+            client, frame_height, task_url, hit_type_id
+        )
+        # TODO(OWN) get this link to the mephisto frontend
+        print(hit_link)
+
+        # We create a hit for this unit, but note that this unit may not
+        # necessarily match with the same HIT that was launched for it.
+        self.datastore.new_hit(hit_id, hit_link, duration, run_id)
+        self.set_db_status(AssignmentState.LAUNCHED)
+        return None
+
+ +
+ +

Create this HIT on MTurk (making it availalbe) and register the ids in the local db

+
+ + +
+
+
#   + + + def + expire(self) -> float: +
+ +
+ View Source + 
    def expire(self) -> float:
+        """
+        Send a request to expire the HIT, and if it's not assigned return,
+        otherwise just return the maximum assignment duration
+        """
+        delay = 0
+        status = self.get_status()
+        if status in [AssignmentState.EXPIRED, AssignmentState.COMPLETED]:
+            return delay
+        if status == AssignmentState.ASSIGNED:
+            # The assignment is currently being worked on,
+            # so we will set the wait time to be the
+            # amount of time we granted for working on this assignment
+            if self.assignment_time_in_seconds is not None:
+                delay = self.assignment_time_in_seconds
+            logger.debug(f"Expiring a unit that is ASSIGNED after delay {delay}")
+        mturk_hit_id = self.get_mturk_hit_id()
+        requester = self.get_requester()
+        client = self._get_client(requester._requester_name)
+        if mturk_hit_id is not None:
+            expire_hit(client, mturk_hit_id)
+            return delay
+        else:
+            unassigned_hit_ids = self.datastore.get_unassigned_hit_ids(self.task_run_id)
+
+            if len(unassigned_hit_ids) == 0:
+                self.set_db_status(AssignmentState.EXPIRED)
+                return delay
+            hit_id = unassigned_hit_ids[0]
+            expire_hit(client, hit_id)
+            self.datastore.register_assignment_to_hit(hit_id, self.db_id)
+            self.set_db_status(AssignmentState.EXPIRED)
+            return delay
+
+ +
+ +

Send a request to expire the HIT, and if it's not assigned return, +otherwise just return the maximum assignment duration

+
+ + +
+
+
#   + + + def + is_expired(self) -> bool: +
+ +
+ View Source + 
    def is_expired(self) -> bool:
+        """
+        Determine if this unit is expired as according to the vendor.
+
+        In this case, we keep track of the expiration locally by refreshing
+        the hit's status and seeing if we've expired.
+        """
+        return self.get_status() == AssignmentState.EXPIRED
+
+ +
+ +

Determine if this unit is expired as according to the vendor.

+ +

In this case, we keep track of the expiration locally by refreshing +the hit's status and seeing if we've expired.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + assignment: mephisto.data_model.assignment.Assignment, + index: int, + pay_amount: float +) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return MTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+ +
+ +

Create a Unit for the given assignment

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_utils.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_utils.html new file mode 100644 index 000000000..bd04d2174 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_utils.html @@ -0,0 +1,2369 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_utils API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_utils

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import boto3  # type: ignore
+import os
+import json
+import re
+from tqdm import tqdm  # type: ignore
+from typing import Dict, Optional, Tuple, List, Any
+from datetime import datetime
+
+from botocore import client  # type: ignore
+from botocore.exceptions import ClientError, ProfileNotFound  # type: ignore
+from botocore.config import Config  # type: ignore
+from omegaconf import DictConfig
+
+from mephisto.data_model.qualification import QUAL_EXISTS, QUAL_NOT_EXIST
+from mephisto.utils.logger_core import get_logger, format_loud
+from mephisto.operations.config_handler import get_config_arg
+
+logger = get_logger(name=__name__)
+
+MTURK_TASK_FEE = 0.2
+MTURK_BONUS_FEE = 0.2
+SANDBOX_ENDPOINT = "https://mturk-requester-sandbox.us-east-1.amazonaws.com"
+
+MTurkClient = Any
+
+MTURK_LOCALE_REQUIREMENT = "00000000000000000071"
+
+botoconfig = Config(retries=dict(max_attempts=10))
+
+QUALIFICATION_TYPE_EXISTS_MESSAGE = (
+    "You have already created a QualificationType with this name."
+)
+
+
+def client_is_sandbox(client: MTurkClient) -> bool:
+    """
+    Determine if the given client is communicating with
+    the live server or a sandbox
+    """
+    return client.meta.endpoint_url == SANDBOX_ENDPOINT
+
+
+def check_aws_credentials(profile_name: str) -> bool:
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        return True
+    except ProfileNotFound:
+        return False
+
+
+def setup_aws_credentials(
+    profile_name: str, register_args: Optional[DictConfig] = None
+) -> bool:
+    if not os.path.exists(os.path.expanduser("~/.aws/")):
+        os.makedirs(os.path.expanduser("~/.aws/"))
+    aws_credentials_file_path = "~/.aws/credentials"
+    expanded_aws_file_path = os.path.expanduser(aws_credentials_file_path)
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        if register_args is not None:
+            # Eventually we could manually re-parse the file and see
+            # if the credentials line up or not, then fix ourselves
+            aws_credentials_file_string = ""
+            with open(expanded_aws_file_path, "r") as aws_credentials_file:
+                aws_credentials_file_string = aws_credentials_file.read()
+            # accessing the aws_credentials_file
+            aws_credentials = aws_credentials_file_string.split("\n")
+            # iterating to get the profile
+
+            for credentialIndex in range(0, len(aws_credentials)):
+                if str(aws_credentials[credentialIndex]).startswith(
+                    "[{}]".format(profile_name)
+                ):
+                    aws_credentials[
+                        credentialIndex + 1
+                    ] = "aws_access_key_id={}\n".format(register_args.access_key_id)
+                    aws_credentials[
+                        credentialIndex + 2
+                    ] = "aws_access_key_id={}\n".format(register_args.access_key_id)
+                    break
+
+            with open(expanded_aws_file_path, "w") as aws_credentials_file:
+                # overWrite login details
+                aws_credentials_file.write("\n".join(aws_credentials))
+                logger.warning(
+                    f"We found an existing entry for {profile_name}. As new credentials have been provided, "
+                    f"we're updating the credentials, overwriting ones that already existed for the profile "
+                )
+        return True
+
+    except ProfileNotFound:
+        # Setup new credentials
+        if register_args is not None:
+            aws_access_key_id = register_args.access_key_id
+            aws_secret_access_key = register_args.secret_access_key
+        else:
+            print(
+                f"AWS credentials for {profile_name} not found. Please create "
+                "an IAM user with "
+                "programmatic access and AdministratorAccess policy at "
+                'https://console.aws.amazon.com/iam/ (On the "Set permissions" '
+                'page, choose "Attach existing policies directly" and then select '
+                '"AdministratorAccess" policy). After creating the IAM user, '
+                "please enter the user's Access Key ID and Secret Access "
+                "Key below:"
+            )
+            aws_access_key_id = input("Access Key ID: ")
+            aws_secret_access_key = input("Secret Access Key: ")
+        aws_credentials_file_string = ""
+        if os.path.exists(expanded_aws_file_path):
+            with open(expanded_aws_file_path, "r") as aws_credentials_file:
+                aws_credentials_file_string = aws_credentials_file.read()
+        with open(expanded_aws_file_path, "a+") as aws_credentials_file:
+            # Clean up file
+            if aws_credentials_file_string:
+                if aws_credentials_file_string.endswith("\n\n"):
+                    pass
+                elif aws_credentials_file_string.endswith("\n"):
+                    aws_credentials_file.write("\n")
+                else:
+                    aws_credentials_file.write("\n\n")
+            # Write login details
+            aws_credentials_file.write("[{}]\n".format(profile_name))
+            aws_credentials_file.write(
+                "aws_access_key_id={}\n".format(aws_access_key_id)
+            )
+            aws_credentials_file.write(
+                "aws_secret_access_key={}\n".format(aws_secret_access_key)
+            )
+        print(
+            "AWS credentials successfully saved in {} file.\n".format(
+                aws_credentials_file_path
+            )
+        )
+        return True
+
+
+def calculate_mturk_task_fee(task_amount: float) -> float:
+    """
+    MTurk Pricing: https://requester.mturk.com/pricing
+    20% fee on the reward and bonus amount (if any) you pay Workers.
+    """
+    return MTURK_TASK_FEE * task_amount
+
+
+def calculate_mturk_bonus_fee(bonus_amount: float) -> float:
+    """
+    MTurk Pricing: https://requester.mturk.com/pricing
+    20% fee on the reward and bonus amount (if any) you pay Workers.
+    """
+    return MTURK_BONUS_FEE * bonus_amount
+
+
+def get_requester_balance(client: MTurkClient) -> float:
+    """Get the balance for the requester associated with this client"""
+    return float(client.get_account_balance()["AvailableBalance"])
+
+
+def check_mturk_balance(client: MTurkClient, balance_needed: float):
+    """Checks to see if there is at least balance_needed amount in the
+    requester account, returns True if the balance is greater than
+    balance_needed
+    """
+    # Test that you can connect to the API by checking your account balance
+    # In Sandbox this always returns $10,000
+    try:
+        user_balance = float(client.get_account_balance()["AvailableBalance"])
+    except ClientError as e:
+        if e.response["Error"]["Code"] == "RequestError":
+            print(
+                "ERROR: To use the MTurk API, you will need an Amazon Web "
+                "Services (AWS) Account. Your AWS account must be linked to "
+                "your Amazon Mechanical Turk Account. Visit "
+                "https://requestersandbox.mturk.com/developer to get started. "
+                "(Note: if you have recently linked your account, please wait "
+                "for a couple minutes before trying again.)\n"
+            )
+            quit()
+        else:
+            raise
+
+    if user_balance < balance_needed:
+        print(
+            "You might not have enough money in your MTurk account. Please go "
+            "to https://requester.mturk.com/account and increase your balance "
+            "to at least ${}, and then try again.".format(balance_needed)
+        )
+        return False
+    else:
+        return True
+
+
+def create_hit_config(
+    opt: Dict[str, Any], task_description: str, unique_worker: bool, is_sandbox: bool
+) -> None:
+    """Writes a HIT config to file"""
+    mturk_submit_url = "https://workersandbox.mturk.com/mturk/externalSubmit"
+    if not is_sandbox:
+        mturk_submit_url = "https://www.mturk.com/mturk/externalSubmit"
+    hit_config = {
+        "task_description": task_description,
+        "is_sandbox": is_sandbox,
+        "mturk_submit_url": mturk_submit_url,
+        "unique_worker": unique_worker,
+        "frame_height": opt.get("frame_height", 0),
+        "allow_reviews": opt.get("allow_reviews", False),
+        "block_mobile": opt.get("block_mobile", True),
+        # Populate the chat pane title from chat_title, defaulting to the
+        # hit_title if the task provides no chat_title
+        "chat_title": opt.get("chat_title", opt.get("hit_title", "Live Chat")),
+        "template_type": opt.get("frontend_template_type", "default"),
+    }
+    hit_config_file_path = os.path.join(opt["tmp_dir"], "hit_config.json")
+    if os.path.exists(hit_config_file_path):
+        os.remove(hit_config_file_path)
+    with open(hit_config_file_path, "w") as hit_config_file:
+        hit_config_file.write(json.dumps(hit_config))
+
+
+def delete_qualification(client: MTurkClient, qualification_id: str) -> None:
+    """Deletes a qualification by id"""
+    client.delete_qualification_type(QualificationTypeId=qualification_id)
+
+
+def find_qualification(
+    client: MTurkClient, qualification_name: str, must_be_owned: bool = True
+) -> Tuple[bool, Optional[str]]:
+    """Query amazon to find the existing qualification name, return the Id,
+    otherwise return none.
+    If must_be_owned is true, it only returns qualifications owned by the user.
+    Will return False if it finds another's qualification
+
+    The return format is (meets_owner_constraint, qual_id)
+    """
+    # Search for the qualification owned by the current user
+    response = client.list_qualification_types(
+        Query=qualification_name, MustBeRequestable=True, MustBeOwnedByCaller=True
+    )
+    for qualification in response["QualificationTypes"]:
+        if qualification["Name"] == qualification_name:
+            return (True, qualification["QualificationTypeId"])
+
+    # Qualification was not found to exist, check to see if someone else has it
+    response = client.list_qualification_types(
+        Query=qualification_name, MustBeRequestable=True, MustBeOwnedByCaller=False
+    )
+
+    for qualification in response["QualificationTypes"]:
+        if qualification["Name"] == qualification_name:
+            if must_be_owned:
+                return (False, qualification["QualificationTypeId"])
+            return (True, qualification["QualificationTypeId"])
+    return (True, None)
+
+
+def find_or_create_qualification(
+    client: MTurkClient,
+    qualification_name: str,
+    description: str,
+    must_be_owned: bool = True,
+) -> Optional[str]:
+    """Query amazon to find the existing qualification name, return the Id. If
+    it exists and must_be_owned is true but we don't own it, this returns none.
+    If it doesn't exist, the qualification is created
+    """
+
+    def _try_finding_qual_id():
+        qual_usable, qual_id = find_qualification(
+            client, qualification_name, must_be_owned=must_be_owned
+        )
+        if qual_id is None:
+            return False, None
+        elif qual_usable is False:
+            return True, None
+        else:
+            return True, qual_id
+
+    found_qual, qual_id = _try_finding_qual_id()
+    if found_qual:
+        return qual_id
+
+    # Create the qualification, as it doesn't exist yet
+    try:
+        response = client.create_qualification_type(
+            Name=qualification_name,
+            Description=description,
+            QualificationTypeStatus="Active",
+        )
+    except ClientError as e:
+        msg = e.response.get("Error", {}).get("Message")
+        if msg is not None and msg.startswith(QUALIFICATION_TYPE_EXISTS_MESSAGE):
+            # Created this qualification somewhere else - find instead
+            found_qual, qual_id = _try_finding_qual_id()
+            assert found_qual, "Qualification exists, but could not be found?"
+            return qual_id
+        else:
+            raise e
+
+    return response["QualificationType"]["QualificationTypeId"]
+
+
+def give_worker_qualification(
+    client: MTurkClient,
+    worker_id: str,
+    qualification_id: str,
+    value: Optional[int] = None,
+) -> None:
+    """Give a qualification to the given worker"""
+    if value is not None:
+        client.associate_qualification_with_worker(
+            QualificationTypeId=qualification_id,
+            WorkerId=worker_id,
+            IntegerValue=value,
+            SendNotification=False,
+        )
+    else:
+        client.associate_qualification_with_worker(
+            QualificationTypeId=qualification_id,
+            WorkerId=worker_id,
+            IntegerValue=1,
+            SendNotification=False,
+        )
+
+
+def remove_worker_qualification(
+    client: MTurkClient, worker_id: str, qualification_id: str, reason: str = ""
+) -> None:
+    """Give a qualification to the given worker"""
+    client.disassociate_qualification_from_worker(
+        QualificationTypeId=qualification_id, WorkerId=worker_id, Reason=reason
+    )
+
+
+def convert_mephisto_qualifications(
+    client: MTurkClient, qualifications: List[Dict[str, Any]]
+):
+    """Convert qualifications from mephisto's format to MTurk's"""
+    converted_qualifications = []
+    for qualification in qualifications:
+        converted = {}
+        mturk_keys = [
+            "QualificationTypeId",
+            "Comparator",
+            "IntegerValue",
+            "IntegerValues",
+            "LocaleValues",
+            "ActionsGuarded",
+        ]
+        for key in mturk_keys:
+            converted[key] = qualification.get(key)
+
+        if converted["QualificationTypeId"] is None:
+            qualification_name = qualification["qualification_name"]
+            if client_is_sandbox(client):
+                qualification_name += "_sandbox"
+            qual_id = find_or_create_qualification(
+                client,
+                qualification_name,
+                "Qualification required for Mephisto-launched tasks",
+                False,
+            )
+            if qual_id is None:
+                logger.warning(
+                    f"Qualification name {qualification_name} can not be found or created on MTurk. "
+                    f"{format_loud('SKIPPING THIS QUALIFICATION')} and continuing conversion."
+                )
+            converted["QualificationTypeId"] = qual_id
+
+        if converted["Comparator"] is None:
+            converted["Comparator"] = qualification["comparator"]
+
+        # if no Mturk Values are set, pull from the qualification's value
+        if (
+            converted["IntegerValue"] is None
+            and converted["IntegerValues"] is None
+            and converted["LocaleValues"] is None
+            and converted["Comparator"] not in [QUAL_EXISTS, QUAL_NOT_EXIST]
+        ):
+            value = qualification["value"]
+            if isinstance(value, list):
+                converted["IntegerValues"] = value
+            elif isinstance(value, int):
+                converted["IntegerValue"] = value
+
+        # IntegerValue is deprecated, and needs conversion to IntegerValues
+        if converted["IntegerValue"] is not None:
+            converted["IntegerValues"] = [converted["IntegerValue"]]
+        del converted["IntegerValue"]
+
+        if converted["IntegerValues"] is None:
+            del converted["IntegerValues"]
+
+        if converted["LocaleValues"] is None:
+            del converted["LocaleValues"]
+
+        if converted["ActionsGuarded"] is None:
+            converted["ActionsGuarded"] = "DiscoverPreviewAndAccept"
+
+        converted_qualifications.append(converted)
+    return converted_qualifications
+
+
+def create_hit_type(
+    client: MTurkClient,
+    task_args: "DictConfig",  # MephistoConfig.task
+    qualifications: List[Dict[str, Any]],
+    auto_approve_delay: Optional[int] = 7 * 24 * 3600,  # default 1 week
+    skip_locale_qual=False,
+) -> str:
+    """Create a HIT type to be used to generate HITs of the requested params"""
+    hit_title = task_args.task_title
+    hit_description = task_args.task_description
+    hit_keywords = ",".join(task_args.task_tags)
+    hit_reward = task_args.task_reward
+    assignment_duration_in_seconds = task_args.assignment_duration_in_seconds
+    existing_qualifications = convert_mephisto_qualifications(client, qualifications)
+
+    # If the user hasn't specified a location qualification, we assume to
+    # restrict the HIT to some english-speaking countries.
+    locale_requirements: List[Any] = []
+    has_locale_qual = skip_locale_qual
+    if existing_qualifications is not None:
+        for q in existing_qualifications:
+            if q["QualificationTypeId"] == MTURK_LOCALE_REQUIREMENT:
+                has_locale_qual = True
+        locale_requirements += existing_qualifications
+
+    if not has_locale_qual and not client_is_sandbox(client):
+        allowed_locales = get_config_arg("mturk", "allowed_locales")
+        if allowed_locales is None:
+            allowed_locales = [
+                {"Country": "US"},
+                {"Country": "CA"},
+                {"Country": "GB"},
+                {"Country": "AU"},
+                {"Country": "NZ"},
+            ]
+        locale_requirements.append(
+            {
+                "QualificationTypeId": MTURK_LOCALE_REQUIREMENT,
+                "Comparator": "In",
+                "LocaleValues": allowed_locales,
+                "ActionsGuarded": "DiscoverPreviewAndAccept",
+            }
+        )
+
+    # Create the HIT type
+    response = client.create_hit_type(
+        AutoApprovalDelayInSeconds=auto_approve_delay,
+        AssignmentDurationInSeconds=assignment_duration_in_seconds,
+        Reward=str(hit_reward),
+        Title=hit_title,
+        Keywords=hit_keywords,
+        Description=hit_description,
+        QualificationRequirements=locale_requirements,
+    )
+    hit_type_id = response["HITTypeId"]
+    return hit_type_id
+
+
+def create_compensation_hit_with_hit_type(
+    client: MTurkClient,
+    reason: str,
+    hit_type_id: str,
+    num_assignments: int = 1,
+) -> Tuple[str, str, Dict[str, Any]]:
+    """Creates a simple compensation HIT to direct workers to submit"""
+    amazon_ext_url = (
+        "http://mechanicalturk.amazonaws.com/"
+        "AWSMechanicalTurkDataSchemas/2017-11-06/QuestionForm.xsd"
+    )
+    question_data_structure = (
+        f'<QuestionForm xmlns="{amazon_ext_url}">'
+        "<Question>"
+        "<QuestionIdentifier>workerid</QuestionIdentifier>"
+        "<DisplayName>Confirm Worker ID</DisplayName>"
+        "<IsRequired>true</IsRequired>"
+        "<QuestionContent>"
+        f"<Text>This compensation task was launched for the following reason: {reason}... Enter Worker ID to submit</Text>"
+        "</QuestionContent>"
+        "<AnswerSpecification>"
+        "<FreeTextAnswer>"
+        "<Constraints>"
+        '<Length minLength="2" />'
+        '<AnswerFormatRegex regex="\S" errorText="The content cannot be blank."/>'
+        "</Constraints>"
+        "</FreeTextAnswer>"
+        "</AnswerSpecification>"
+        "</Question>"
+        "</QuestionForm>"
+    )
+
+    is_sandbox = client_is_sandbox(client)
+
+    # Create the HIT
+    response = client.create_hit_with_hit_type(
+        HITTypeId=hit_type_id,
+        MaxAssignments=num_assignments,
+        LifetimeInSeconds=60 * 60 * 24 * 31,
+        Question=question_data_structure,
+    )
+
+    # The response included several fields that will be helpful later
+    hit_type_id = response["HIT"]["HITTypeId"]
+    hit_id = response["HIT"]["HITId"]
+
+    # Construct the hit URL
+    url_target = "workersandbox"
+    if not is_sandbox:
+        url_target = "www"
+    hit_link = "https://{}.mturk.com/mturk/preview?groupId={}".format(
+        url_target, hit_type_id
+    )
+    return hit_link, hit_id, response
+
+
+def create_hit_with_hit_type(
+    client: MTurkClient,
+    frame_height: int,
+    page_url: str,
+    hit_type_id: str,
+    num_assignments: int = 1,
+) -> Tuple[str, str, Dict[str, Any]]:
+    """Creates the actual HIT given the type and page to direct clients to"""
+    page_url = page_url.replace("&", "&amp;")
+    amazon_ext_url = (
+        "http://mechanicalturk.amazonaws.com/"
+        "AWSMechanicalTurkDataSchemas/2006-07-14/ExternalQuestion.xsd"
+    )
+    question_data_structure = (
+        '<ExternalQuestion xmlns="{}">'
+        "<ExternalURL>{}</ExternalURL>"  # noqa: E131
+        "<FrameHeight>{}</FrameHeight>"
+        "</ExternalQuestion>"
+        "".format(amazon_ext_url, page_url, frame_height)
+    )
+
+    is_sandbox = client_is_sandbox(client)
+
+    # Create the HIT
+    response = client.create_hit_with_hit_type(
+        HITTypeId=hit_type_id,
+        MaxAssignments=num_assignments,
+        LifetimeInSeconds=60 * 60 * 24 * 31,
+        Question=question_data_structure,
+    )
+
+    # The response included several fields that will be helpful later
+    hit_type_id = response["HIT"]["HITTypeId"]
+    hit_id = response["HIT"]["HITId"]
+
+    # Construct the hit URL
+    url_target = "workersandbox"
+    if not is_sandbox:
+        url_target = "www"
+    hit_link = "https://{}.mturk.com/mturk/preview?groupId={}".format(
+        url_target, hit_type_id
+    )
+    return hit_link, hit_id, response
+
+
+def expire_hit(client: MTurkClient, hit_id: str):
+    # Update expiration to a time in the past, the HIT expires instantly
+    past_time = datetime(2015, 1, 1)
+    client.update_expiration_for_hit(HITId=hit_id, ExpireAt=past_time)
+
+
+def get_hit(client: MTurkClient, hit_id: str) -> Dict[str, Any]:
+    """Get hit from mturk by hit_id"""
+    hit = None
+    try:
+        return client.get_hit(HITId=hit_id)
+    except ClientError as er:
+        logger.warning(
+            f"Skipping HIT {hit_id}. Unable to retrieve due to ClientError: {er}."
+        )
+    return {}
+
+
+def get_assignment(client: MTurkClient, assignment_id: str) -> Dict[str, Any]:
+    """Gets assignment from mturk by assignment_id. Only works if the
+    assignment is in a completed state
+    """
+    return client.get_assignment(AssignmentId=assignment_id)
+
+
+def get_assignments_for_hit(client: MTurkClient, hit_id: str) -> List[Dict[str, Any]]:
+    """Get completed assignments for a hit"""
+    assignments_info = client.list_assignments_for_hit(HITId=hit_id)
+    return assignments_info.get("Assignments", [])
+
+
+def approve_work(
+    client: MTurkClient, assignment_id: str, override_rejection: bool = False
+) -> None:
+    """approve work for a given assignment through the mturk client"""
+    try:
+        client.approve_assignment(
+            AssignmentId=assignment_id, OverrideRejection=override_rejection
+        )
+    except Exception as e:
+        logger.exception(
+            f"Approving MTurk assignment failed, likely because it has auto-approved. Details: {e}",
+            exc_info=True,
+        )
+
+
+def reject_work(client: MTurkClient, assignment_id: str, reason: str) -> None:
+    """reject work for a given assignment through the mturk client"""
+    try:
+        client.reject_assignment(AssignmentId=assignment_id, RequesterFeedback=reason)
+    except Exception as e:
+        logger.exception(
+            f"Rejecting MTurk assignment failed, likely because it has auto-approved. Details:{e}",
+            exc_info=True,
+        )
+
+
+def approve_assignments_for_hit(
+    client: MTurkClient, hit_id: str, override_rejection: bool = False
+):
+    """Approve work for assignments associated with a given hit, through
+    mturk client
+    """
+    assignments = get_assignments_for_hit(client, hit_id)
+    for assignment in assignments:
+        assignment_id = assignment["AssignmentId"]
+        client.approve_assignment(
+            AssignmentId=assignment_id, OverrideRejection=override_rejection
+        )
+
+
+def block_worker(client: MTurkClient, worker_id: str, reason: str) -> None:
+    """Block a worker by id using the mturk client, passes reason along"""
+    res = client.create_worker_block(WorkerId=worker_id, Reason=reason)
+
+
+def unblock_worker(client: MTurkClient, worker_id: str, reason: str) -> None:
+    """Remove a block on the given worker"""
+    client.delete_worker_block(WorkerId=worker_id, Reason=reason)
+
+
+def is_worker_blocked(client: MTurkClient, worker_id: str) -> bool:
+    """Determine if the given worker is blocked by this client"""
+    blocks = client.list_worker_blocks(MaxResults=100)["WorkerBlocks"]
+    blocked_ids = [x["WorkerId"] for x in blocks]
+    return worker_id in blocked_ids
+
+
+def pay_bonus(
+    client: MTurkClient,
+    worker_id: str,
+    bonus_amount: float,
+    assignment_id: str,
+    reason: str,
+    unique_request_token: str,
+) -> bool:
+    """Handles paying bonus to a Turker, fails for insufficient funds.
+    Returns True on success and False on failure
+    """
+    total_cost = bonus_amount + calculate_mturk_bonus_fee(bonus_amount)
+    if not check_mturk_balance(client, balance_needed=total_cost):
+        print("Cannot pay bonus. Reason: Insufficient " "funds in your MTurk account.")
+        return False
+
+    client.send_bonus(
+        WorkerId=worker_id,
+        BonusAmount=str(bonus_amount),
+        AssignmentId=assignment_id,
+        Reason=reason,
+        UniqueRequestToken=unique_request_token,
+    )
+
+    return True
+
+
+def email_worker(
+    client: MTurkClient, worker_id: str, subject: str, message_text: str
+) -> Tuple[bool, str]:
+    """Send an email to a worker through the mturk client"""
+    response = client.notify_workers(
+        Subject=subject, MessageText=message_text, WorkerIds=[worker_id]
+    )
+    if len(response["NotifyWorkersFailureStatuses"]) > 0:
+        failure_message = response["NotifyWorkersFailureStatuses"][0]
+        return (False, failure_message["NotifyWorkersFailureMessage"])
+    else:
+        return (True, "")
+
+
+def get_outstanding_hits(client: MTurkClient) -> Dict[str, List[Dict[str, Any]]]:
+    """Return the HITs sorted by HITTypeId that are still on the MTurk Server"""
+    new_hits = client.list_hits(MaxResults=100)
+    all_hits = new_hits["HITs"]
+    while len(new_hits["HITs"]) > 0:
+        new_hits = client.list_hits(MaxResults=100, NextToken=new_hits["NextToken"])
+        all_hits += new_hits["HITs"]
+
+    hit_by_type: Dict[str, List[Dict[str, Any]]] = {}
+    for h in all_hits:
+        hit_type = h["HITTypeId"]
+        if hit_type not in hit_by_type:
+            hit_by_type[hit_type] = []
+        hit_by_type[hit_type].append(h)
+
+    return hit_by_type
+
+
+def expire_and_dispose_hits(
+    client: MTurkClient, hits: List[Dict[str, Any]], quiet: bool = False
+) -> List[Dict[str, Any]]:
+    """
+    Loops over attempting to expire and dispose any hits in the hits list that can be disposed
+    Returns any HITs that could not be disposed of
+    """
+    non_disposed_hits = []
+    for h in tqdm(hits, disable=quiet):
+        try:
+            client.delete_hit(HITId=h["HITId"])
+        except Exception as e:
+            client.update_expiration_for_hit(
+                HITId=h["HITId"], ExpireAt=datetime(2015, 1, 1)
+            )
+            h["dispose_exception"] = e
+            non_disposed_hits.append(h)
+    return non_disposed_hits
+
+ +
+ +
+
+
#   + + + def + client_is_sandbox(client: Any) -> bool: +
+ +
+ View Source + 
def client_is_sandbox(client: MTurkClient) -> bool:
+    """
+    Determine if the given client is communicating with
+    the live server or a sandbox
+    """
+    return client.meta.endpoint_url == SANDBOX_ENDPOINT
+
+ +
+ +

Determine if the given client is communicating with +the live server or a sandbox

+
+ + +
+
+
#   + + + def + check_aws_credentials(profile_name: str) -> bool: +
+ +
+ View Source + 
def check_aws_credentials(profile_name: str) -> bool:
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        return True
+    except ProfileNotFound:
+        return False
+
+ +
+ + + +
+
+
#   + + + def + setup_aws_credentials( + profile_name: str, + register_args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> bool: +
+ +
+ View Source + 
def setup_aws_credentials(
+    profile_name: str, register_args: Optional[DictConfig] = None
+) -> bool:
+    if not os.path.exists(os.path.expanduser("~/.aws/")):
+        os.makedirs(os.path.expanduser("~/.aws/"))
+    aws_credentials_file_path = "~/.aws/credentials"
+    expanded_aws_file_path = os.path.expanduser(aws_credentials_file_path)
+    try:
+        # Check existing credentials
+        boto3.Session(profile_name=profile_name)
+        if register_args is not None:
+            # Eventually we could manually re-parse the file and see
+            # if the credentials line up or not, then fix ourselves
+            aws_credentials_file_string = ""
+            with open(expanded_aws_file_path, "r") as aws_credentials_file:
+                aws_credentials_file_string = aws_credentials_file.read()
+            # accessing the aws_credentials_file
+            aws_credentials = aws_credentials_file_string.split("\n")
+            # iterating to get the profile
+
+            for credentialIndex in range(0, len(aws_credentials)):
+                if str(aws_credentials[credentialIndex]).startswith(
+                    "[{}]".format(profile_name)
+                ):
+                    aws_credentials[
+                        credentialIndex + 1
+                    ] = "aws_access_key_id={}\n".format(register_args.access_key_id)
+                    aws_credentials[
+                        credentialIndex + 2
+                    ] = "aws_access_key_id={}\n".format(register_args.access_key_id)
+                    break
+
+            with open(expanded_aws_file_path, "w") as aws_credentials_file:
+                # overWrite login details
+                aws_credentials_file.write("\n".join(aws_credentials))
+                logger.warning(
+                    f"We found an existing entry for {profile_name}. As new credentials have been provided, "
+                    f"we're updating the credentials, overwriting ones that already existed for the profile "
+                )
+        return True
+
+    except ProfileNotFound:
+        # Setup new credentials
+        if register_args is not None:
+            aws_access_key_id = register_args.access_key_id
+            aws_secret_access_key = register_args.secret_access_key
+        else:
+            print(
+                f"AWS credentials for {profile_name} not found. Please create "
+                "an IAM user with "
+                "programmatic access and AdministratorAccess policy at "
+                'https://console.aws.amazon.com/iam/ (On the "Set permissions" '
+                'page, choose "Attach existing policies directly" and then select '
+                '"AdministratorAccess" policy). After creating the IAM user, '
+                "please enter the user's Access Key ID and Secret Access "
+                "Key below:"
+            )
+            aws_access_key_id = input("Access Key ID: ")
+            aws_secret_access_key = input("Secret Access Key: ")
+        aws_credentials_file_string = ""
+        if os.path.exists(expanded_aws_file_path):
+            with open(expanded_aws_file_path, "r") as aws_credentials_file:
+                aws_credentials_file_string = aws_credentials_file.read()
+        with open(expanded_aws_file_path, "a+") as aws_credentials_file:
+            # Clean up file
+            if aws_credentials_file_string:
+                if aws_credentials_file_string.endswith("\n\n"):
+                    pass
+                elif aws_credentials_file_string.endswith("\n"):
+                    aws_credentials_file.write("\n")
+                else:
+                    aws_credentials_file.write("\n\n")
+            # Write login details
+            aws_credentials_file.write("[{}]\n".format(profile_name))
+            aws_credentials_file.write(
+                "aws_access_key_id={}\n".format(aws_access_key_id)
+            )
+            aws_credentials_file.write(
+                "aws_secret_access_key={}\n".format(aws_secret_access_key)
+            )
+        print(
+            "AWS credentials successfully saved in {} file.\n".format(
+                aws_credentials_file_path
+            )
+        )
+        return True
+
+ +
+ + + +
+
+
#   + + + def + calculate_mturk_task_fee(task_amount: float) -> float: +
+ +
+ View Source + 
def calculate_mturk_task_fee(task_amount: float) -> float:
+    """
+    MTurk Pricing: https://requester.mturk.com/pricing
+    20% fee on the reward and bonus amount (if any) you pay Workers.
+    """
+    return MTURK_TASK_FEE * task_amount
+
+ +
+ +

MTurk Pricing: https://requester.mturk.com/pricing +20% fee on the reward and bonus amount (if any) you pay Workers.

+
+ + +
+
+
#   + + + def + calculate_mturk_bonus_fee(bonus_amount: float) -> float: +
+ +
+ View Source + 
def calculate_mturk_bonus_fee(bonus_amount: float) -> float:
+    """
+    MTurk Pricing: https://requester.mturk.com/pricing
+    20% fee on the reward and bonus amount (if any) you pay Workers.
+    """
+    return MTURK_BONUS_FEE * bonus_amount
+
+ +
+ +

MTurk Pricing: https://requester.mturk.com/pricing +20% fee on the reward and bonus amount (if any) you pay Workers.

+
+ + +
+
+
#   + + + def + get_requester_balance(client: Any) -> float: +
+ +
+ View Source + 
def get_requester_balance(client: MTurkClient) -> float:
+    """Get the balance for the requester associated with this client"""
+    return float(client.get_account_balance()["AvailableBalance"])
+
+ +
+ +

Get the balance for the requester associated with this client

+
+ + +
+
+
#   + + + def + check_mturk_balance(client: Any, balance_needed: float): +
+ +
+ View Source + 
def check_mturk_balance(client: MTurkClient, balance_needed: float):
+    """Checks to see if there is at least balance_needed amount in the
+    requester account, returns True if the balance is greater than
+    balance_needed
+    """
+    # Test that you can connect to the API by checking your account balance
+    # In Sandbox this always returns $10,000
+    try:
+        user_balance = float(client.get_account_balance()["AvailableBalance"])
+    except ClientError as e:
+        if e.response["Error"]["Code"] == "RequestError":
+            print(
+                "ERROR: To use the MTurk API, you will need an Amazon Web "
+                "Services (AWS) Account. Your AWS account must be linked to "
+                "your Amazon Mechanical Turk Account. Visit "
+                "https://requestersandbox.mturk.com/developer to get started. "
+                "(Note: if you have recently linked your account, please wait "
+                "for a couple minutes before trying again.)\n"
+            )
+            quit()
+        else:
+            raise
+
+    if user_balance < balance_needed:
+        print(
+            "You might not have enough money in your MTurk account. Please go "
+            "to https://requester.mturk.com/account and increase your balance "
+            "to at least ${}, and then try again.".format(balance_needed)
+        )
+        return False
+    else:
+        return True
+
+ +
+ +

Checks to see if there is at least balance_needed amount in the +requester account, returns True if the balance is greater than +balance_needed

+
+ + +
+
+
#   + + + def + create_hit_config( + opt: Dict[str, Any], + task_description: str, + unique_worker: bool, + is_sandbox: bool +) -> None: +
+ +
+ View Source + 
def create_hit_config(
+    opt: Dict[str, Any], task_description: str, unique_worker: bool, is_sandbox: bool
+) -> None:
+    """Writes a HIT config to file"""
+    mturk_submit_url = "https://workersandbox.mturk.com/mturk/externalSubmit"
+    if not is_sandbox:
+        mturk_submit_url = "https://www.mturk.com/mturk/externalSubmit"
+    hit_config = {
+        "task_description": task_description,
+        "is_sandbox": is_sandbox,
+        "mturk_submit_url": mturk_submit_url,
+        "unique_worker": unique_worker,
+        "frame_height": opt.get("frame_height", 0),
+        "allow_reviews": opt.get("allow_reviews", False),
+        "block_mobile": opt.get("block_mobile", True),
+        # Populate the chat pane title from chat_title, defaulting to the
+        # hit_title if the task provides no chat_title
+        "chat_title": opt.get("chat_title", opt.get("hit_title", "Live Chat")),
+        "template_type": opt.get("frontend_template_type", "default"),
+    }
+    hit_config_file_path = os.path.join(opt["tmp_dir"], "hit_config.json")
+    if os.path.exists(hit_config_file_path):
+        os.remove(hit_config_file_path)
+    with open(hit_config_file_path, "w") as hit_config_file:
+        hit_config_file.write(json.dumps(hit_config))
+
+ +
+ +

Writes a HIT config to file

+
+ + +
+
+
#   + + + def + delete_qualification(client: Any, qualification_id: str) -> None: +
+ +
+ View Source + 
def delete_qualification(client: MTurkClient, qualification_id: str) -> None:
+    """Deletes a qualification by id"""
+    client.delete_qualification_type(QualificationTypeId=qualification_id)
+
+ +
+ +

Deletes a qualification by id

+
+ + +
+
+
#   + + + def + find_qualification( + client: Any, + qualification_name: str, + must_be_owned: bool = True +) -> Tuple[bool, Union[str, NoneType]]: +
+ +
+ View Source + 
def find_qualification(
+    client: MTurkClient, qualification_name: str, must_be_owned: bool = True
+) -> Tuple[bool, Optional[str]]:
+    """Query amazon to find the existing qualification name, return the Id,
+    otherwise return none.
+    If must_be_owned is true, it only returns qualifications owned by the user.
+    Will return False if it finds another's qualification
+
+    The return format is (meets_owner_constraint, qual_id)
+    """
+    # Search for the qualification owned by the current user
+    response = client.list_qualification_types(
+        Query=qualification_name, MustBeRequestable=True, MustBeOwnedByCaller=True
+    )
+    for qualification in response["QualificationTypes"]:
+        if qualification["Name"] == qualification_name:
+            return (True, qualification["QualificationTypeId"])
+
+    # Qualification was not found to exist, check to see if someone else has it
+    response = client.list_qualification_types(
+        Query=qualification_name, MustBeRequestable=True, MustBeOwnedByCaller=False
+    )
+
+    for qualification in response["QualificationTypes"]:
+        if qualification["Name"] == qualification_name:
+            if must_be_owned:
+                return (False, qualification["QualificationTypeId"])
+            return (True, qualification["QualificationTypeId"])
+    return (True, None)
+
+ +
+ +

Query amazon to find the existing qualification name, return the Id, +otherwise return none. +If must_be_owned is true, it only returns qualifications owned by the user. +Will return False if it finds another's qualification

+ +

The return format is (meets_owner_constraint, qual_id)

+
+ + +
+
+
#   + + + def + find_or_create_qualification( + client: Any, + qualification_name: str, + description: str, + must_be_owned: bool = True +) -> Union[str, NoneType]: +
+ +
+ View Source + 
def find_or_create_qualification(
+    client: MTurkClient,
+    qualification_name: str,
+    description: str,
+    must_be_owned: bool = True,
+) -> Optional[str]:
+    """Query amazon to find the existing qualification name, return the Id. If
+    it exists and must_be_owned is true but we don't own it, this returns none.
+    If it doesn't exist, the qualification is created
+    """
+
+    def _try_finding_qual_id():
+        qual_usable, qual_id = find_qualification(
+            client, qualification_name, must_be_owned=must_be_owned
+        )
+        if qual_id is None:
+            return False, None
+        elif qual_usable is False:
+            return True, None
+        else:
+            return True, qual_id
+
+    found_qual, qual_id = _try_finding_qual_id()
+    if found_qual:
+        return qual_id
+
+    # Create the qualification, as it doesn't exist yet
+    try:
+        response = client.create_qualification_type(
+            Name=qualification_name,
+            Description=description,
+            QualificationTypeStatus="Active",
+        )
+    except ClientError as e:
+        msg = e.response.get("Error", {}).get("Message")
+        if msg is not None and msg.startswith(QUALIFICATION_TYPE_EXISTS_MESSAGE):
+            # Created this qualification somewhere else - find instead
+            found_qual, qual_id = _try_finding_qual_id()
+            assert found_qual, "Qualification exists, but could not be found?"
+            return qual_id
+        else:
+            raise e
+
+    return response["QualificationType"]["QualificationTypeId"]
+
+ +
+ +

Query amazon to find the existing qualification name, return the Id. If +it exists and must_be_owned is true but we don't own it, this returns none. +If it doesn't exist, the qualification is created

+
+ + +
+
+
#   + + + def + give_worker_qualification( + client: Any, + worker_id: str, + qualification_id: str, + value: Union[int, NoneType] = None +) -> None: +
+ +
+ View Source + 
def give_worker_qualification(
+    client: MTurkClient,
+    worker_id: str,
+    qualification_id: str,
+    value: Optional[int] = None,
+) -> None:
+    """Give a qualification to the given worker"""
+    if value is not None:
+        client.associate_qualification_with_worker(
+            QualificationTypeId=qualification_id,
+            WorkerId=worker_id,
+            IntegerValue=value,
+            SendNotification=False,
+        )
+    else:
+        client.associate_qualification_with_worker(
+            QualificationTypeId=qualification_id,
+            WorkerId=worker_id,
+            IntegerValue=1,
+            SendNotification=False,
+        )
+
+ +
+ +

Give a qualification to the given worker

+
+ + +
+
+
#   + + + def + remove_worker_qualification( + client: Any, + worker_id: str, + qualification_id: str, + reason: str = '' +) -> None: +
+ +
+ View Source + 
def remove_worker_qualification(
+    client: MTurkClient, worker_id: str, qualification_id: str, reason: str = ""
+) -> None:
+    """Give a qualification to the given worker"""
+    client.disassociate_qualification_from_worker(
+        QualificationTypeId=qualification_id, WorkerId=worker_id, Reason=reason
+    )
+
+ +
+ +

Give a qualification to the given worker

+
+ + +
+
+
#   + + + def + convert_mephisto_qualifications(client: Any, qualifications: List[Dict[str, Any]]): +
+ +
+ View Source + 
def convert_mephisto_qualifications(
+    client: MTurkClient, qualifications: List[Dict[str, Any]]
+):
+    """Convert qualifications from mephisto's format to MTurk's"""
+    converted_qualifications = []
+    for qualification in qualifications:
+        converted = {}
+        mturk_keys = [
+            "QualificationTypeId",
+            "Comparator",
+            "IntegerValue",
+            "IntegerValues",
+            "LocaleValues",
+            "ActionsGuarded",
+        ]
+        for key in mturk_keys:
+            converted[key] = qualification.get(key)
+
+        if converted["QualificationTypeId"] is None:
+            qualification_name = qualification["qualification_name"]
+            if client_is_sandbox(client):
+                qualification_name += "_sandbox"
+            qual_id = find_or_create_qualification(
+                client,
+                qualification_name,
+                "Qualification required for Mephisto-launched tasks",
+                False,
+            )
+            if qual_id is None:
+                logger.warning(
+                    f"Qualification name {qualification_name} can not be found or created on MTurk. "
+                    f"{format_loud('SKIPPING THIS QUALIFICATION')} and continuing conversion."
+                )
+            converted["QualificationTypeId"] = qual_id
+
+        if converted["Comparator"] is None:
+            converted["Comparator"] = qualification["comparator"]
+
+        # if no Mturk Values are set, pull from the qualification's value
+        if (
+            converted["IntegerValue"] is None
+            and converted["IntegerValues"] is None
+            and converted["LocaleValues"] is None
+            and converted["Comparator"] not in [QUAL_EXISTS, QUAL_NOT_EXIST]
+        ):
+            value = qualification["value"]
+            if isinstance(value, list):
+                converted["IntegerValues"] = value
+            elif isinstance(value, int):
+                converted["IntegerValue"] = value
+
+        # IntegerValue is deprecated, and needs conversion to IntegerValues
+        if converted["IntegerValue"] is not None:
+            converted["IntegerValues"] = [converted["IntegerValue"]]
+        del converted["IntegerValue"]
+
+        if converted["IntegerValues"] is None:
+            del converted["IntegerValues"]
+
+        if converted["LocaleValues"] is None:
+            del converted["LocaleValues"]
+
+        if converted["ActionsGuarded"] is None:
+            converted["ActionsGuarded"] = "DiscoverPreviewAndAccept"
+
+        converted_qualifications.append(converted)
+    return converted_qualifications
+
+ +
+ +

Convert qualifications from mephisto's format to MTurk's

+
+ + +
+
+
#   + + + def + create_hit_type( + client: Any, + task_args: omegaconf.dictconfig.DictConfig, + qualifications: List[Dict[str, Any]], + auto_approve_delay: Union[int, NoneType] = 604800, + skip_locale_qual=False +) -> str: +
+ +
+ View Source + 
def create_hit_type(
+    client: MTurkClient,
+    task_args: "DictConfig",  # MephistoConfig.task
+    qualifications: List[Dict[str, Any]],
+    auto_approve_delay: Optional[int] = 7 * 24 * 3600,  # default 1 week
+    skip_locale_qual=False,
+) -> str:
+    """Create a HIT type to be used to generate HITs of the requested params"""
+    hit_title = task_args.task_title
+    hit_description = task_args.task_description
+    hit_keywords = ",".join(task_args.task_tags)
+    hit_reward = task_args.task_reward
+    assignment_duration_in_seconds = task_args.assignment_duration_in_seconds
+    existing_qualifications = convert_mephisto_qualifications(client, qualifications)
+
+    # If the user hasn't specified a location qualification, we assume to
+    # restrict the HIT to some english-speaking countries.
+    locale_requirements: List[Any] = []
+    has_locale_qual = skip_locale_qual
+    if existing_qualifications is not None:
+        for q in existing_qualifications:
+            if q["QualificationTypeId"] == MTURK_LOCALE_REQUIREMENT:
+                has_locale_qual = True
+        locale_requirements += existing_qualifications
+
+    if not has_locale_qual and not client_is_sandbox(client):
+        allowed_locales = get_config_arg("mturk", "allowed_locales")
+        if allowed_locales is None:
+            allowed_locales = [
+                {"Country": "US"},
+                {"Country": "CA"},
+                {"Country": "GB"},
+                {"Country": "AU"},
+                {"Country": "NZ"},
+            ]
+        locale_requirements.append(
+            {
+                "QualificationTypeId": MTURK_LOCALE_REQUIREMENT,
+                "Comparator": "In",
+                "LocaleValues": allowed_locales,
+                "ActionsGuarded": "DiscoverPreviewAndAccept",
+            }
+        )
+
+    # Create the HIT type
+    response = client.create_hit_type(
+        AutoApprovalDelayInSeconds=auto_approve_delay,
+        AssignmentDurationInSeconds=assignment_duration_in_seconds,
+        Reward=str(hit_reward),
+        Title=hit_title,
+        Keywords=hit_keywords,
+        Description=hit_description,
+        QualificationRequirements=locale_requirements,
+    )
+    hit_type_id = response["HITTypeId"]
+    return hit_type_id
+
+ +
+ +

Create a HIT type to be used to generate HITs of the requested params

+
+ + +
+
+
#   + + + def + create_compensation_hit_with_hit_type( + client: Any, + reason: str, + hit_type_id: str, + num_assignments: int = 1 +) -> Tuple[str, str, Dict[str, Any]]: +
+ +
+ View Source + 
def create_compensation_hit_with_hit_type(
+    client: MTurkClient,
+    reason: str,
+    hit_type_id: str,
+    num_assignments: int = 1,
+) -> Tuple[str, str, Dict[str, Any]]:
+    """Creates a simple compensation HIT to direct workers to submit"""
+    amazon_ext_url = (
+        "http://mechanicalturk.amazonaws.com/"
+        "AWSMechanicalTurkDataSchemas/2017-11-06/QuestionForm.xsd"
+    )
+    question_data_structure = (
+        f'<QuestionForm xmlns="{amazon_ext_url}">'
+        "<Question>"
+        "<QuestionIdentifier>workerid</QuestionIdentifier>"
+        "<DisplayName>Confirm Worker ID</DisplayName>"
+        "<IsRequired>true</IsRequired>"
+        "<QuestionContent>"
+        f"<Text>This compensation task was launched for the following reason: {reason}... Enter Worker ID to submit</Text>"
+        "</QuestionContent>"
+        "<AnswerSpecification>"
+        "<FreeTextAnswer>"
+        "<Constraints>"
+        '<Length minLength="2" />'
+        '<AnswerFormatRegex regex="\S" errorText="The content cannot be blank."/>'
+        "</Constraints>"
+        "</FreeTextAnswer>"
+        "</AnswerSpecification>"
+        "</Question>"
+        "</QuestionForm>"
+    )
+
+    is_sandbox = client_is_sandbox(client)
+
+    # Create the HIT
+    response = client.create_hit_with_hit_type(
+        HITTypeId=hit_type_id,
+        MaxAssignments=num_assignments,
+        LifetimeInSeconds=60 * 60 * 24 * 31,
+        Question=question_data_structure,
+    )
+
+    # The response included several fields that will be helpful later
+    hit_type_id = response["HIT"]["HITTypeId"]
+    hit_id = response["HIT"]["HITId"]
+
+    # Construct the hit URL
+    url_target = "workersandbox"
+    if not is_sandbox:
+        url_target = "www"
+    hit_link = "https://{}.mturk.com/mturk/preview?groupId={}".format(
+        url_target, hit_type_id
+    )
+    return hit_link, hit_id, response
+
+ +
+ +

Creates a simple compensation HIT to direct workers to submit

+
+ + +
+
+
#   + + + def + create_hit_with_hit_type( + client: Any, + frame_height: int, + page_url: str, + hit_type_id: str, + num_assignments: int = 1 +) -> Tuple[str, str, Dict[str, Any]]: +
+ +
+ View Source + 
def create_hit_with_hit_type(
+    client: MTurkClient,
+    frame_height: int,
+    page_url: str,
+    hit_type_id: str,
+    num_assignments: int = 1,
+) -> Tuple[str, str, Dict[str, Any]]:
+    """Creates the actual HIT given the type and page to direct clients to"""
+    page_url = page_url.replace("&", "&amp;")
+    amazon_ext_url = (
+        "http://mechanicalturk.amazonaws.com/"
+        "AWSMechanicalTurkDataSchemas/2006-07-14/ExternalQuestion.xsd"
+    )
+    question_data_structure = (
+        '<ExternalQuestion xmlns="{}">'
+        "<ExternalURL>{}</ExternalURL>"  # noqa: E131
+        "<FrameHeight>{}</FrameHeight>"
+        "</ExternalQuestion>"
+        "".format(amazon_ext_url, page_url, frame_height)
+    )
+
+    is_sandbox = client_is_sandbox(client)
+
+    # Create the HIT
+    response = client.create_hit_with_hit_type(
+        HITTypeId=hit_type_id,
+        MaxAssignments=num_assignments,
+        LifetimeInSeconds=60 * 60 * 24 * 31,
+        Question=question_data_structure,
+    )
+
+    # The response included several fields that will be helpful later
+    hit_type_id = response["HIT"]["HITTypeId"]
+    hit_id = response["HIT"]["HITId"]
+
+    # Construct the hit URL
+    url_target = "workersandbox"
+    if not is_sandbox:
+        url_target = "www"
+    hit_link = "https://{}.mturk.com/mturk/preview?groupId={}".format(
+        url_target, hit_type_id
+    )
+    return hit_link, hit_id, response
+
+ +
+ +

Creates the actual HIT given the type and page to direct clients to

+
+ + +
+
+
#   + + + def + expire_hit(client: Any, hit_id: str): +
+ +
+ View Source + 
def expire_hit(client: MTurkClient, hit_id: str):
+    # Update expiration to a time in the past, the HIT expires instantly
+    past_time = datetime(2015, 1, 1)
+    client.update_expiration_for_hit(HITId=hit_id, ExpireAt=past_time)
+
+ +
+ + + +
+
+
#   + + + def + get_hit(client: Any, hit_id: str) -> Dict[str, Any]: +
+ +
+ View Source + 
def get_hit(client: MTurkClient, hit_id: str) -> Dict[str, Any]:
+    """Get hit from mturk by hit_id"""
+    hit = None
+    try:
+        return client.get_hit(HITId=hit_id)
+    except ClientError as er:
+        logger.warning(
+            f"Skipping HIT {hit_id}. Unable to retrieve due to ClientError: {er}."
+        )
+    return {}
+
+ +
+ +

Get hit from mturk by hit_id

+
+ + +
+
+
#   + + + def + get_assignment(client: Any, assignment_id: str) -> Dict[str, Any]: +
+ +
+ View Source + 
def get_assignment(client: MTurkClient, assignment_id: str) -> Dict[str, Any]:
+    """Gets assignment from mturk by assignment_id. Only works if the
+    assignment is in a completed state
+    """
+    return client.get_assignment(AssignmentId=assignment_id)
+
+ +
+ +

Gets assignment from mturk by assignment_id. Only works if the +assignment is in a completed state

+
+ + +
+
+
#   + + + def + get_assignments_for_hit(client: Any, hit_id: str) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
def get_assignments_for_hit(client: MTurkClient, hit_id: str) -> List[Dict[str, Any]]:
+    """Get completed assignments for a hit"""
+    assignments_info = client.list_assignments_for_hit(HITId=hit_id)
+    return assignments_info.get("Assignments", [])
+
+ +
+ +

Get completed assignments for a hit

+
+ + +
+
+
#   + + + def + approve_work( + client: Any, + assignment_id: str, + override_rejection: bool = False +) -> None: +
+ +
+ View Source + 
def approve_work(
+    client: MTurkClient, assignment_id: str, override_rejection: bool = False
+) -> None:
+    """approve work for a given assignment through the mturk client"""
+    try:
+        client.approve_assignment(
+            AssignmentId=assignment_id, OverrideRejection=override_rejection
+        )
+    except Exception as e:
+        logger.exception(
+            f"Approving MTurk assignment failed, likely because it has auto-approved. Details: {e}",
+            exc_info=True,
+        )
+
+ +
+ +

approve work for a given assignment through the mturk client

+
+ + +
+
+
#   + + + def + reject_work(client: Any, assignment_id: str, reason: str) -> None: +
+ +
+ View Source + 
def reject_work(client: MTurkClient, assignment_id: str, reason: str) -> None:
+    """reject work for a given assignment through the mturk client"""
+    try:
+        client.reject_assignment(AssignmentId=assignment_id, RequesterFeedback=reason)
+    except Exception as e:
+        logger.exception(
+            f"Rejecting MTurk assignment failed, likely because it has auto-approved. Details:{e}",
+            exc_info=True,
+        )
+
+ +
+ +

reject work for a given assignment through the mturk client

+
+ + +
+
+
#   + + + def + approve_assignments_for_hit(client: Any, hit_id: str, override_rejection: bool = False): +
+ +
+ View Source + 
def approve_assignments_for_hit(
+    client: MTurkClient, hit_id: str, override_rejection: bool = False
+):
+    """Approve work for assignments associated with a given hit, through
+    mturk client
+    """
+    assignments = get_assignments_for_hit(client, hit_id)
+    for assignment in assignments:
+        assignment_id = assignment["AssignmentId"]
+        client.approve_assignment(
+            AssignmentId=assignment_id, OverrideRejection=override_rejection
+        )
+
+ +
+ +

Approve work for assignments associated with a given hit, through +mturk client

+
+ + +
+
+
#   + + + def + block_worker(client: Any, worker_id: str, reason: str) -> None: +
+ +
+ View Source + 
def block_worker(client: MTurkClient, worker_id: str, reason: str) -> None:
+    """Block a worker by id using the mturk client, passes reason along"""
+    res = client.create_worker_block(WorkerId=worker_id, Reason=reason)
+
+ +
+ +

Block a worker by id using the mturk client, passes reason along

+
+ + +
+
+
#   + + + def + unblock_worker(client: Any, worker_id: str, reason: str) -> None: +
+ +
+ View Source + 
def unblock_worker(client: MTurkClient, worker_id: str, reason: str) -> None:
+    """Remove a block on the given worker"""
+    client.delete_worker_block(WorkerId=worker_id, Reason=reason)
+
+ +
+ +

Remove a block on the given worker

+
+ + +
+
+
#   + + + def + is_worker_blocked(client: Any, worker_id: str) -> bool: +
+ +
+ View Source + 
def is_worker_blocked(client: MTurkClient, worker_id: str) -> bool:
+    """Determine if the given worker is blocked by this client"""
+    blocks = client.list_worker_blocks(MaxResults=100)["WorkerBlocks"]
+    blocked_ids = [x["WorkerId"] for x in blocks]
+    return worker_id in blocked_ids
+
+ +
+ +

Determine if the given worker is blocked by this client

+
+ + +
+
+
#   + + + def + pay_bonus( + client: Any, + worker_id: str, + bonus_amount: float, + assignment_id: str, + reason: str, + unique_request_token: str +) -> bool: +
+ +
+ View Source + 
def pay_bonus(
+    client: MTurkClient,
+    worker_id: str,
+    bonus_amount: float,
+    assignment_id: str,
+    reason: str,
+    unique_request_token: str,
+) -> bool:
+    """Handles paying bonus to a Turker, fails for insufficient funds.
+    Returns True on success and False on failure
+    """
+    total_cost = bonus_amount + calculate_mturk_bonus_fee(bonus_amount)
+    if not check_mturk_balance(client, balance_needed=total_cost):
+        print("Cannot pay bonus. Reason: Insufficient " "funds in your MTurk account.")
+        return False
+
+    client.send_bonus(
+        WorkerId=worker_id,
+        BonusAmount=str(bonus_amount),
+        AssignmentId=assignment_id,
+        Reason=reason,
+        UniqueRequestToken=unique_request_token,
+    )
+
+    return True
+
+ +
+ +

Handles paying bonus to a Turker, fails for insufficient funds. +Returns True on success and False on failure

+
+ + +
+
+
#   + + + def + email_worker( + client: Any, + worker_id: str, + subject: str, + message_text: str +) -> Tuple[bool, str]: +
+ +
+ View Source + 
def email_worker(
+    client: MTurkClient, worker_id: str, subject: str, message_text: str
+) -> Tuple[bool, str]:
+    """Send an email to a worker through the mturk client"""
+    response = client.notify_workers(
+        Subject=subject, MessageText=message_text, WorkerIds=[worker_id]
+    )
+    if len(response["NotifyWorkersFailureStatuses"]) > 0:
+        failure_message = response["NotifyWorkersFailureStatuses"][0]
+        return (False, failure_message["NotifyWorkersFailureMessage"])
+    else:
+        return (True, "")
+
+ +
+ +

Send an email to a worker through the mturk client

+
+ + +
+
+
#   + + + def + get_outstanding_hits(client: Any) -> Dict[str, List[Dict[str, Any]]]: +
+ +
+ View Source + 
def get_outstanding_hits(client: MTurkClient) -> Dict[str, List[Dict[str, Any]]]:
+    """Return the HITs sorted by HITTypeId that are still on the MTurk Server"""
+    new_hits = client.list_hits(MaxResults=100)
+    all_hits = new_hits["HITs"]
+    while len(new_hits["HITs"]) > 0:
+        new_hits = client.list_hits(MaxResults=100, NextToken=new_hits["NextToken"])
+        all_hits += new_hits["HITs"]
+
+    hit_by_type: Dict[str, List[Dict[str, Any]]] = {}
+    for h in all_hits:
+        hit_type = h["HITTypeId"]
+        if hit_type not in hit_by_type:
+            hit_by_type[hit_type] = []
+        hit_by_type[hit_type].append(h)
+
+    return hit_by_type
+
+ +
+ +

Return the HITs sorted by HITTypeId that are still on the MTurk Server

+
+ + +
+
+
#   + + + def + expire_and_dispose_hits( + client: Any, + hits: List[Dict[str, Any]], + quiet: bool = False +) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
def expire_and_dispose_hits(
+    client: MTurkClient, hits: List[Dict[str, Any]], quiet: bool = False
+) -> List[Dict[str, Any]]:
+    """
+    Loops over attempting to expire and dispose any hits in the hits list that can be disposed
+    Returns any HITs that could not be disposed of
+    """
+    non_disposed_hits = []
+    for h in tqdm(hits, disable=quiet):
+        try:
+            client.delete_hit(HITId=h["HITId"])
+        except Exception as e:
+            client.update_expiration_for_hit(
+                HITId=h["HITId"], ExpireAt=datetime(2015, 1, 1)
+            )
+            h["dispose_exception"] = e
+            non_disposed_hits.append(h)
+    return non_disposed_hits
+
+ +
+ +

Loops over attempting to expire and dispose any hits in the hits list that can be disposed +Returns any HITs that could not be disposed of

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_worker.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_worker.html new file mode 100644 index 000000000..c277a13b7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/mturk_worker.html @@ -0,0 +1,1146 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.mturk_worker API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.mturk_worker

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.requester import Requester
+from mephisto.abstractions.providers.mturk.provider_type import PROVIDER_TYPE
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    pay_bonus,
+    block_worker,
+    unblock_worker,
+    is_worker_blocked,
+    give_worker_qualification,
+    remove_worker_qualification,
+)
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+
+from uuid import uuid4
+
+from typing import List, Optional, Tuple, Dict, Mapping, Any, cast, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+    from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+class MTurkWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self._worker_name = self.worker_name  # sandbox workers use a different name
+
+    @classmethod
+    def get_from_mturk_worker_id(
+        cls, db: "MephistoDB", mturk_worker_id: str
+    ) -> Optional["MTurkWorker"]:
+        """Get the MTurkWorker from the given worker_id"""
+        if cls.PROVIDER_TYPE != PROVIDER_TYPE:
+            mturk_worker_id += "_sandbox"
+        workers = db.find_workers(
+            worker_name=mturk_worker_id, provider_type=cls.PROVIDER_TYPE
+        )
+        if len(workers) == 0:
+            logger.warning(
+                f"Could not find a Mephisto Worker for mturk_id {mturk_worker_id}"
+            )
+            return None
+        return cast("MTurkWorker", workers[0])
+
+    def get_mturk_worker_id(self):
+        return self._worker_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+
+        In creating a new qualification, Mephisto resolves the ambiguity over which
+        requester to associate that qualification with by using the FIRST requester
+        of the given account type (either `mturk` or `mturk_sandbox`)
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is not None:
+            requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+            qualification_id = mturk_qual_details["mturk_qualification_id"]
+        else:
+            target_type = (
+                "mturk_sandbox" if qualification_name.endswith("sandbox") else "mturk"
+            )
+            requester = self.db.find_requesters(provider_type=target_type)[-1]
+            assert isinstance(
+                requester, MTurkRequester
+            ), "find_requesters must return mturk requester for given provider types"
+            qualification_id = requester._create_new_mturk_qualification(
+                qualification_name
+            )
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester for MTurk quals"
+        client = self._get_client(requester._requester_name)
+        give_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id, value
+        )
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is None:
+            logger.error(
+                f"No locally stored MTurk qualification to revoke for name {qualification_name}"
+            )
+            return None
+
+        requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester from MTurk quals"
+        client = self._get_client(requester._requester_name)
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+        remove_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id
+        )
+        return None
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return tuple of success and failure message"""
+        if unit is None:
+            # TODO(#652) implement. The content in scripts/mturk/launch_makeup_hits.py
+            # may prove useful for this.
+            return False, "bonusing via compensation tasks not yet available"
+
+        unit = cast("MTurkUnit", unit)
+        requester = cast(
+            "MTurkRequester", unit.get_assignment().get_task_run().get_requester()
+        )
+        client = self._get_client(requester._requester_name)
+        mturk_assignment_id = unit.get_mturk_assignment_id()
+        assert mturk_assignment_id is not None, "Cannot bonus for a unit with no agent"
+        pay_bonus(
+            client, self._worker_name, amount, mturk_assignment_id, reason, str(uuid4())
+        )
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        if unit is None and requester is None:
+            # TODO(WISH) soft block from all requesters? Maybe have the main
+            # requester soft block?
+            return (
+                False,
+                "Blocking without a unit or requester not yet supported for MTurkWorkers",
+            )
+        elif unit is not None and requester is None:
+            requester = unit.get_assignment().get_task_run().get_requester()
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        block_worker(client, self._worker_name, reason)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        unblock_worker(client, self._worker_name, reason)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        return is_worker_blocked(client, self._worker_name)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """
+        Qualifications are handled primarily by MTurk, so if a worker is able to get
+        through to be able to access the task, they should be eligible
+        """
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + MTurkWorker(mephisto.data_model.worker.Worker): +
+ +
+ View Source + 
class MTurkWorker(Worker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        self._worker_name = self.worker_name  # sandbox workers use a different name
+
+    @classmethod
+    def get_from_mturk_worker_id(
+        cls, db: "MephistoDB", mturk_worker_id: str
+    ) -> Optional["MTurkWorker"]:
+        """Get the MTurkWorker from the given worker_id"""
+        if cls.PROVIDER_TYPE != PROVIDER_TYPE:
+            mturk_worker_id += "_sandbox"
+        workers = db.find_workers(
+            worker_name=mturk_worker_id, provider_type=cls.PROVIDER_TYPE
+        )
+        if len(workers) == 0:
+            logger.warning(
+                f"Could not find a Mephisto Worker for mturk_id {mturk_worker_id}"
+            )
+            return None
+        return cast("MTurkWorker", workers[0])
+
+    def get_mturk_worker_id(self):
+        return self._worker_name
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_client_for_requester(requester_name)
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+
+        In creating a new qualification, Mephisto resolves the ambiguity over which
+        requester to associate that qualification with by using the FIRST requester
+        of the given account type (either `mturk` or `mturk_sandbox`)
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is not None:
+            requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+            qualification_id = mturk_qual_details["mturk_qualification_id"]
+        else:
+            target_type = (
+                "mturk_sandbox" if qualification_name.endswith("sandbox") else "mturk"
+            )
+            requester = self.db.find_requesters(provider_type=target_type)[-1]
+            assert isinstance(
+                requester, MTurkRequester
+            ), "find_requesters must return mturk requester for given provider types"
+            qualification_id = requester._create_new_mturk_qualification(
+                qualification_name
+            )
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester for MTurk quals"
+        client = self._get_client(requester._requester_name)
+        give_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id, value
+        )
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is None:
+            logger.error(
+                f"No locally stored MTurk qualification to revoke for name {qualification_name}"
+            )
+            return None
+
+        requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester from MTurk quals"
+        client = self._get_client(requester._requester_name)
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+        remove_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id
+        )
+        return None
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return tuple of success and failure message"""
+        if unit is None:
+            # TODO(#652) implement. The content in scripts/mturk/launch_makeup_hits.py
+            # may prove useful for this.
+            return False, "bonusing via compensation tasks not yet available"
+
+        unit = cast("MTurkUnit", unit)
+        requester = cast(
+            "MTurkRequester", unit.get_assignment().get_task_run().get_requester()
+        )
+        client = self._get_client(requester._requester_name)
+        mturk_assignment_id = unit.get_mturk_assignment_id()
+        assert mturk_assignment_id is not None, "Cannot bonus for a unit with no agent"
+        pay_bonus(
+            client, self._worker_name, amount, mturk_assignment_id, reason, str(uuid4())
+        )
+        return True, ""
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        if unit is None and requester is None:
+            # TODO(WISH) soft block from all requesters? Maybe have the main
+            # requester soft block?
+            return (
+                False,
+                "Blocking without a unit or requester not yet supported for MTurkWorkers",
+            )
+        elif unit is not None and requester is None:
+            requester = unit.get_assignment().get_task_run().get_requester()
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        block_worker(client, self._worker_name, reason)
+        return True, ""
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        unblock_worker(client, self._worker_name, reason)
+        return True
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        return is_worker_blocked(client, self._worker_name)
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """
+        Qualifications are handled primarily by MTurk, so if a worker is able to get
+        through to be able to access the task, they should be eligible
+        """
+        return True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id, PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
#   + + + MTurkWorker( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Worker class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Worker +as you will instead be returned the correct Worker class according to +the crowdprovider associated with this Worker.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + get_from_mturk_worker_id( + cls, + db: mephisto.abstractions.database.MephistoDB, + mturk_worker_id: str +) -> Union[mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker, NoneType]: +
+ +
+ View Source + 
    @classmethod
+    def get_from_mturk_worker_id(
+        cls, db: "MephistoDB", mturk_worker_id: str
+    ) -> Optional["MTurkWorker"]:
+        """Get the MTurkWorker from the given worker_id"""
+        if cls.PROVIDER_TYPE != PROVIDER_TYPE:
+            mturk_worker_id += "_sandbox"
+        workers = db.find_workers(
+            worker_name=mturk_worker_id, provider_type=cls.PROVIDER_TYPE
+        )
+        if len(workers) == 0:
+            logger.warning(
+                f"Could not find a Mephisto Worker for mturk_id {mturk_worker_id}"
+            )
+            return None
+        return cast("MTurkWorker", workers[0])
+
+ +
+ +

Get the MTurkWorker from the given worker_id

+
+ + +
+
+
#   + + + def + get_mturk_worker_id(self): +
+ +
+ View Source + 
    def get_mturk_worker_id(self):
+        return self._worker_name
+
+ +
+ + + +
+
+
#   + + + def + grant_crowd_qualification(self, qualification_name: str, value: int = 1) -> None: +
+ +
+ View Source + 
    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+
+        In creating a new qualification, Mephisto resolves the ambiguity over which
+        requester to associate that qualification with by using the FIRST requester
+        of the given account type (either `mturk` or `mturk_sandbox`)
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is not None:
+            requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+            qualification_id = mturk_qual_details["mturk_qualification_id"]
+        else:
+            target_type = (
+                "mturk_sandbox" if qualification_name.endswith("sandbox") else "mturk"
+            )
+            requester = self.db.find_requesters(provider_type=target_type)[-1]
+            assert isinstance(
+                requester, MTurkRequester
+            ), "find_requesters must return mturk requester for given provider types"
+            qualification_id = requester._create_new_mturk_qualification(
+                qualification_name
+            )
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester for MTurk quals"
+        client = self._get_client(requester._requester_name)
+        give_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id, value
+        )
+        return None
+
+ +
+ +

Grant a qualification by the given name to this worker. Check the local +MTurk db to find the matching MTurk qualification to grant, and pass +that. If no qualification exists, try to create one.

+ +

In creating a new qualification, Mephisto resolves the ambiguity over which +requester to associate that qualification with by using the FIRST requester +of the given account type (either mturk or mturk_sandbox)

+
+ + +
+
+
#   + + + def + revoke_crowd_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        mturk_qual_details = self.datastore.get_qualification_mapping(
+            qualification_name
+        )
+        if mturk_qual_details is None:
+            logger.error(
+                f"No locally stored MTurk qualification to revoke for name {qualification_name}"
+            )
+            return None
+
+        requester = Requester.get(self.db, mturk_qual_details["requester_id"])
+        assert isinstance(
+            requester, MTurkRequester
+        ), "Must be an MTurk requester from MTurk quals"
+        client = self._get_client(requester._requester_name)
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+        remove_worker_qualification(
+            client, self.get_mturk_worker_id(), qualification_id
+        )
+        return None
+
+ +
+ +

Revoke the qualification by the given name from this worker. Check the local +MTurk db to find the matching MTurk qualification to revoke, pass if +no such qualification exists.

+
+ + +
+
+
#   + + + def + bonus_worker( + self, + amount: float, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return tuple of success and failure message"""
+        if unit is None:
+            # TODO(#652) implement. The content in scripts/mturk/launch_makeup_hits.py
+            # may prove useful for this.
+            return False, "bonusing via compensation tasks not yet available"
+
+        unit = cast("MTurkUnit", unit)
+        requester = cast(
+            "MTurkRequester", unit.get_assignment().get_task_run().get_requester()
+        )
+        client = self._get_client(requester._requester_name)
+        mturk_assignment_id = unit.get_mturk_assignment_id()
+        assert mturk_assignment_id is not None, "Cannot bonus for a unit with no agent"
+        pay_bonus(
+            client, self._worker_name, amount, mturk_assignment_id, reason, str(uuid4())
+        )
+        return True, ""
+
+ +
+ +

Bonus this worker for work any reason. Return tuple of success and failure message

+
+ + +
+
+
#   + + + def + block_worker( + self, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None, + requester: Union[mephisto.data_model.requester.Requester, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        if unit is None and requester is None:
+            # TODO(WISH) soft block from all requesters? Maybe have the main
+            # requester soft block?
+            return (
+                False,
+                "Blocking without a unit or requester not yet supported for MTurkWorkers",
+            )
+        elif unit is not None and requester is None:
+            requester = unit.get_assignment().get_task_run().get_requester()
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        block_worker(client, self._worker_name, reason)
+        return True, ""
+
+ +
+ +

Block this worker for a specified reason. Return success of block

+
+ + +
+
+
#   + + + def + unblock_worker( + self, + reason: str, + requester: mephisto.data_model.requester.Requester +) -> bool: +
+ +
+ View Source + 
    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason. Return success of unblock"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        unblock_worker(client, self._worker_name, reason)
+        return True
+
+ +
+ +

unblock a blocked worker for the specified reason. Return success of unblock

+
+ + +
+
+
#   + + + def + is_blocked(self, requester: mephisto.data_model.requester.Requester) -> bool: +
+ +
+ View Source + 
    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        requester = cast("MTurkRequester", requester)
+        client = self._get_client(requester._requester_name)
+        return is_worker_blocked(client, self._worker_name)
+
+ +
+ +

Determine if a worker is blocked

+
+ + +
+
+
#   + + + def + is_eligible(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool: +
+ +
+ View Source + 
    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """
+        Qualifications are handled primarily by MTurk, so if a worker is able to get
+        through to be able to access the task, they should be eligible
+        """
+        return True
+
+ +
+ +

Qualifications are handled primarily by MTurk, so if a worker is able to get +through to be able to access the task, they should be eligible

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker_id: str +) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id, PROVIDER_TYPE)
+
+ +
+ +

Create a new worker attached to the given identifier, assuming it doesn't already +exist in the database.

+ +

Implementation should return the result of _register_worker when sure the worker +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/provider_type.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/provider_type.html new file mode 100644 index 000000000..7171e4754 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/provider_type.html @@ -0,0 +1,248 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.provider_type API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.provider_type

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+PROVIDER_TYPE = "mturk"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils.html new file mode 100644 index 000000000..00d03118a --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.utils API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.utils

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils/script_utils.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils/script_utils.html new file mode 100644 index 000000000..1906ba050 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk/utils/script_utils.html @@ -0,0 +1,429 @@ + + + + + + + + + mephisto.abstractions.providers.mturk.utils.script_utils API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk.utils.script_utils

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Optional, TYPE_CHECKING, Dict
+
+from mephisto.abstractions.providers.mturk.mturk_utils import give_worker_qualification
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.unit import Unit
+from tqdm import tqdm  # type: ignore
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+
+
+def direct_soft_block_mturk_workers(
+    db: "MephistoDB",
+    worker_list: List[str],
+    soft_block_qual_name: str,
+    requester_name: Optional[str] = None,
+):
+    """
+    Directly assign the soft blocking MTurk qualification that Mephisto
+    associates with soft_block_qual_name to all of the MTurk worker ids
+    in worker_list. If requester_name is not provided, it will use the
+    most recently registered mturk requester in the database.
+    """
+    reqs = db.find_requesters(requester_name=requester_name, provider_type="mturk")
+    requester = reqs[-1]
+
+    assert isinstance(
+        requester, MTurkRequester
+    ), "Can only direct soft block mturk workers from mturk requester"
+
+    mturk_qual_details = requester.datastore.get_qualification_mapping(
+        soft_block_qual_name
+    )
+    if mturk_qual_details is not None:
+        # Overrule the requester, as this qualification already exists
+        requester = Requester.get(db, mturk_qual_details["requester_id"])
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+    else:
+        qualification_id = requester._create_new_mturk_qualification(
+            soft_block_qual_name
+        )
+
+    assert isinstance(
+        requester, MTurkRequester
+    ), "Can only direct soft block mturk workers from mturk requester"
+    mturk_client = requester._get_client(requester._requester_name)
+    for worker_id in tqdm(worker_list):
+        try:
+            give_worker_qualification(
+                mturk_client, worker_id, qualification_id, value=1
+            )
+        except Exception as e:
+            print(
+                f'Failed to give worker with ID: "{worker_id}" qualification with error: {e}. Skipping.'
+            )
+
+
+def get_mturk_ids_from_unit_id(db, unit_id: str) -> Dict[str, Optional[str]]:
+    """
+    Find the relevant mturk ids from the given mephisto unit id
+    """
+    mturk_unit = Unit.get(db, unit_id)
+    assignment_id = mturk_unit.get_mturk_assignment_id()
+    hit_id = mturk_unit.get_mturk_hit_id()
+    agent = mturk_unit.get_assigned_agent()
+    worker_id = None
+    if agent is not None:
+        worker_id = agent.get_worker().get_mturk_worker_id()
+    return {"assignment_id": assignment_id, "hit_id": hit_id, "worker_id": worker_id}
+
+ +
+ +
+
+
#   + + + def + direct_soft_block_mturk_workers( + db: mephisto.abstractions.database.MephistoDB, + worker_list: List[str], + soft_block_qual_name: str, + requester_name: Union[str, NoneType] = None +): +
+ +
+ View Source + 
def direct_soft_block_mturk_workers(
+    db: "MephistoDB",
+    worker_list: List[str],
+    soft_block_qual_name: str,
+    requester_name: Optional[str] = None,
+):
+    """
+    Directly assign the soft blocking MTurk qualification that Mephisto
+    associates with soft_block_qual_name to all of the MTurk worker ids
+    in worker_list. If requester_name is not provided, it will use the
+    most recently registered mturk requester in the database.
+    """
+    reqs = db.find_requesters(requester_name=requester_name, provider_type="mturk")
+    requester = reqs[-1]
+
+    assert isinstance(
+        requester, MTurkRequester
+    ), "Can only direct soft block mturk workers from mturk requester"
+
+    mturk_qual_details = requester.datastore.get_qualification_mapping(
+        soft_block_qual_name
+    )
+    if mturk_qual_details is not None:
+        # Overrule the requester, as this qualification already exists
+        requester = Requester.get(db, mturk_qual_details["requester_id"])
+        qualification_id = mturk_qual_details["mturk_qualification_id"]
+    else:
+        qualification_id = requester._create_new_mturk_qualification(
+            soft_block_qual_name
+        )
+
+    assert isinstance(
+        requester, MTurkRequester
+    ), "Can only direct soft block mturk workers from mturk requester"
+    mturk_client = requester._get_client(requester._requester_name)
+    for worker_id in tqdm(worker_list):
+        try:
+            give_worker_qualification(
+                mturk_client, worker_id, qualification_id, value=1
+            )
+        except Exception as e:
+            print(
+                f'Failed to give worker with ID: "{worker_id}" qualification with error: {e}. Skipping.'
+            )
+
+ +
+ +

Directly assign the soft blocking MTurk qualification that Mephisto +associates with soft_block_qual_name to all of the MTurk worker ids +in worker_list. If requester_name is not provided, it will use the +most recently registered mturk requester in the database.

+
+ + +
+
+
#   + + + def + get_mturk_ids_from_unit_id(db, unit_id: str) -> Dict[str, Union[str, NoneType]]: +
+ +
+ View Source + 
def get_mturk_ids_from_unit_id(db, unit_id: str) -> Dict[str, Optional[str]]:
+    """
+    Find the relevant mturk ids from the given mephisto unit id
+    """
+    mturk_unit = Unit.get(db, unit_id)
+    assignment_id = mturk_unit.get_mturk_assignment_id()
+    hit_id = mturk_unit.get_mturk_hit_id()
+    agent = mturk_unit.get_assigned_agent()
+    worker_id = None
+    if agent is not None:
+        worker_id = agent.get_worker().get_mturk_worker_id()
+    return {"assignment_id": assignment_id, "hit_id": hit_id, "worker_id": worker_id}
+
+ +
+ +

Find the relevant mturk ids from the given mephisto unit id

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox.html new file mode 100644 index 000000000..f95bfbb40 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox.html @@ -0,0 +1,255 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/provider_type.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/provider_type.html new file mode 100644 index 000000000..82bf33d9d --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/provider_type.html @@ -0,0 +1,248 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.provider_type API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.provider_type

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+PROVIDER_TYPE = "mturk_sandbox"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_agent.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_agent.html new file mode 100644 index 000000000..e04dbaa03 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_agent.html @@ -0,0 +1,425 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.providers.mturk_sandbox.provider_type import PROVIDER_TYPE
+from mephisto.abstractions.providers.mturk.mturk_agent import MTurkAgent
+
+from typing import Any, cast, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester import (
+        SandboxMTurkRequester,
+    )
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.agent import Agent
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+
+
+class SandboxMTurkAgent(MTurkAgent):
+    """
+    Wrapper for a regular MTurk agent that will only communicate with sandbox
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "SandboxMTurkRequester" = cast(
+            "SandboxMTurkRequester", unit.get_requester()
+        )
+        return self.datastore.get_sandbox_client_for_requester(
+            requester._requester_name
+        )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return SandboxMTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + SandboxMTurkAgent(mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent): +
+ +
+ View Source + 
class SandboxMTurkAgent(MTurkAgent):
+    """
+    Wrapper for a regular MTurk agent that will only communicate with sandbox
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "SandboxMTurkRequester" = cast(
+            "SandboxMTurkRequester", unit.get_requester()
+        )
+        return self.datastore.get_sandbox_client_for_requester(
+            requester._requester_name
+        )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return SandboxMTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

Wrapper for a regular MTurk agent that will only communicate with sandbox

+
+ + +
+
#   + + PROVIDER_TYPE = 'mturk_sandbox' +
+ + + + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return SandboxMTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

Create an agent for this worker to be used for work on the given Unit.

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_provider.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_provider.html new file mode 100644 index 000000000..14eb79280 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_provider.html @@ -0,0 +1,963 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.providers.mturk_sandbox.provider_type import PROVIDER_TYPE
+from mephisto.abstractions.providers.mturk.mturk_provider import (
+    MTurkProvider,
+    MTurkProviderArgs,
+)
+from mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent import (
+    SandboxMTurkAgent,
+)
+from mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester import (
+    SandboxMTurkRequester,
+)
+from mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit import (
+    SandboxMTurkUnit,
+)
+from mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker import (
+    SandboxMTurkWorker,
+)
+from mephisto.operations.registry import register_mephisto_abstraction
+
+import os
+from dataclasses import dataclass
+
+from typing import Any, ClassVar, Type, List, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.requester import Requester
+    from mephisto.data_model.agent import Agent
+
+
+@dataclass
+class SandboxMTurkProviderArgs(MTurkProviderArgs):
+    """Provider args for a sandbox MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+
+@register_mephisto_abstraction()
+class SandboxMTurkProvider(MTurkProvider):
+    """
+    Mock implementation of a CrowdProvider that stores everything
+    in a local state in the class for use in tests.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    UnitClass: ClassVar[Type["Unit"]] = SandboxMTurkUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = SandboxMTurkRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = SandboxMTurkWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = SandboxMTurkAgent
+
+    ArgsClass = SandboxMTurkProviderArgs
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server"""
+        return super().cleanup_qualification(f"{qualification_name}_sandbox")
+
+ +
+ +
+
+
+ #   + + + class + SandboxMTurkProviderArgs(mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs): +
+ +
+ View Source + 
class SandboxMTurkProviderArgs(MTurkProviderArgs):
+    """Provider args for a sandbox MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Provider args for a sandbox MTurk provider

+
+ + +
+
#   + + + SandboxMTurkProviderArgs(_provider_type: str = 'mturk_sandbox', requester_name: str = '???') +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider(mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider): +
+ +
+ View Source + 
class SandboxMTurkProvider(MTurkProvider):
+    """
+    Mock implementation of a CrowdProvider that stores everything
+    in a local state in the class for use in tests.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    UnitClass: ClassVar[Type["Unit"]] = SandboxMTurkUnit
+
+    RequesterClass: ClassVar[Type["Requester"]] = SandboxMTurkRequester
+
+    WorkerClass: ClassVar[Type["Worker"]] = SandboxMTurkWorker
+
+    AgentClass: ClassVar[Type["Agent"]] = SandboxMTurkAgent
+
+    ArgsClass = SandboxMTurkProviderArgs
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server"""
+        return super().cleanup_qualification(f"{qualification_name}_sandbox")
+
+ +
+ +

Mock implementation of a CrowdProvider that stores everything +in a local state in the class for use in tests.

+
+ + +
+
#   + + PROVIDER_TYPE = 'mturk_sandbox' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + get_wrapper_js_path(cls): +
+ +
+ View Source + 
    @classmethod
+    def get_wrapper_js_path(cls):
+        """
+        Return the path to the `wrap_crowd_source.js` file for this
+        provider to be deployed to the server
+        """
+        return os.path.join(os.path.dirname(__file__), "wrap_crowd_source.js")
+
+ +
+ +

Return the path to the wrap_crowd_source.js file for this +provider to be deployed to the server

+
+ + +
+
+
#   + + + def + cleanup_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def cleanup_qualification(self, qualification_name: str) -> None:
+        """Remove the qualification from the sandbox server"""
+        return super().cleanup_qualification(f"{qualification_name}_sandbox")
+
+ +
+ +

Remove the qualification from the sandbox server

+
+ + +
+
+
Inherited Members
+
+ + +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider.UnitClass(mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit): +
+ +
+ View Source + 
class SandboxMTurkUnit(MTurkUnit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return SandboxMTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider.RequesterClass(mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester): +
+ +
+ View Source + 
class SandboxMTurkRequester(MTurkRequester):
+    """Wrapper around regular requester that handles removing the appended "sandbox" name"""
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        assert self.requester_name.endswith(
+            "_sandbox"
+        ), f"{self.requester_name} is not a sandbox requester"
+        self._requester_name = self.requester_name[:-8]
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @classmethod
+    def is_sandbox(cls) -> bool:
+        """
+        Determine if this is a requester on sandbox
+        """
+        return True
+
+    # Required functions for a Requester implementation
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        if not requester_name.endswith("_sandbox"):
+            requester_name += "_sandbox"
+        return SandboxMTurkRequester._register_requester(
+            db, requester_name, PROVIDER_TYPE
+        )
+
+ +
+ +

Wrapper around regular requester that handles removing the appended "sandbox" name

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider.WorkerClass(mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker): +
+ +
+ View Source + 
class SandboxMTurkWorker(MTurkWorker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # sandbox workers use a different name
+        self._worker_name = self.worker_name[:-8]
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+        """
+        return super().grant_crowd_qualification(qualification_name + "_sandbox", value)
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        return super().revoke_crowd_qualification(qualification_name + "_sandbox")
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider.AgentClass(mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent): +
+ +
+ View Source + 
class SandboxMTurkAgent(MTurkAgent):
+    """
+    Wrapper for a regular MTurk agent that will only communicate with sandbox
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils for this agent
+        """
+        unit = self.get_unit()
+        requester: "SandboxMTurkRequester" = cast(
+            "SandboxMTurkRequester", unit.get_requester()
+        )
+        return self.datastore.get_sandbox_client_for_requester(
+            requester._requester_name
+        )
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: "Worker", unit: "Unit") -> "Agent":
+        """Create an agent for this worker to be used for work on the given Unit."""
+        return SandboxMTurkAgent._register_agent(db, worker, unit, PROVIDER_TYPE)
+
+ +
+ +

Wrapper for a regular MTurk agent that will only communicate with sandbox

+
+ + +
+
Inherited Members
+
+ + + + +
+
+
+
+
+ #   + + + class + SandboxMTurkProvider.ArgsClass(mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs): +
+ +
+ View Source + 
class SandboxMTurkProviderArgs(MTurkProviderArgs):
+    """Provider args for a sandbox MTurk provider"""
+
+    _provider_type: str = PROVIDER_TYPE
+
+ +
+ +

Provider args for a sandbox MTurk provider

+
+ + +
+
Inherited Members
+
+ + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_requester.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_requester.html new file mode 100644 index 000000000..707fa9576 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_requester.html @@ -0,0 +1,541 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+from mephisto.abstractions.providers.mturk_sandbox.provider_type import PROVIDER_TYPE
+
+from typing import Any, Optional, Mapping, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.requester import Requester
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+
+
+class SandboxMTurkRequester(MTurkRequester):
+    """Wrapper around regular requester that handles removing the appended "sandbox" name"""
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        assert self.requester_name.endswith(
+            "_sandbox"
+        ), f"{self.requester_name} is not a sandbox requester"
+        self._requester_name = self.requester_name[:-8]
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @classmethod
+    def is_sandbox(cls) -> bool:
+        """
+        Determine if this is a requester on sandbox
+        """
+        return True
+
+    # Required functions for a Requester implementation
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        if not requester_name.endswith("_sandbox"):
+            requester_name += "_sandbox"
+        return SandboxMTurkRequester._register_requester(
+            db, requester_name, PROVIDER_TYPE
+        )
+
+ +
+ +
+
+
+ #   + + + class + SandboxMTurkRequester(mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester): +
+ +
+ View Source + 
class SandboxMTurkRequester(MTurkRequester):
+    """Wrapper around regular requester that handles removing the appended "sandbox" name"""
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # Use _requester_name to preserve sandbox behavior which
+        # utilizes a different requester_name
+        assert self.requester_name.endswith(
+            "_sandbox"
+        ), f"{self.requester_name} is not a sandbox requester"
+        self._requester_name = self.requester_name[:-8]
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @classmethod
+    def is_sandbox(cls) -> bool:
+        """
+        Determine if this is a requester on sandbox
+        """
+        return True
+
+    # Required functions for a Requester implementation
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        if not requester_name.endswith("_sandbox"):
+            requester_name += "_sandbox"
+        return SandboxMTurkRequester._register_requester(
+            db, requester_name, PROVIDER_TYPE
+        )
+
+ +
+ +

Wrapper around regular requester that handles removing the appended "sandbox" name

+
+ + +
+
#   + + + SandboxMTurkRequester( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Requester class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Requester +as you will instead be returned the correct Requester class according to +the crowdprovider associated with this Requester.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk_sandbox' +
+ + + + +
+
+
#   + +
@classmethod
+ + def + is_sandbox(cls) -> bool: +
+ +
+ View Source + 
    @classmethod
+    def is_sandbox(cls) -> bool:
+        """
+        Determine if this is a requester on sandbox
+        """
+        return True
+
+ +
+ +

Determine if this is a requester on sandbox

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + requester_name: str +) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        if not requester_name.endswith("_sandbox"):
+            requester_name += "_sandbox"
+        return SandboxMTurkRequester._register_requester(
+            db, requester_name, PROVIDER_TYPE
+        )
+
+ +
+ +

Try to create a new requester by this name, raise an exception if +the name already exists.

+ +

Implementation should call _register_requester(db, requester_id) when sure the requester +can be successfully created to have it put into the db and return the result.

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_unit.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_unit.html new file mode 100644 index 000000000..65d28226a --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_unit.html @@ -0,0 +1,427 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from datetime import datetime
+
+from mephisto.abstractions.providers.mturk.mturk_unit import MTurkUnit
+from mephisto.abstractions.providers.mturk_sandbox.provider_type import PROVIDER_TYPE
+from typing import Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.assignment import Assignment
+
+
+class SandboxMTurkUnit(MTurkUnit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return SandboxMTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+ +
+ +
+
+
+ #   + + + class + SandboxMTurkUnit(mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit): +
+ +
+ View Source + 
class SandboxMTurkUnit(MTurkUnit):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return SandboxMTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+
+ + +
+
#   + + PROVIDER_TYPE = 'mturk_sandbox' +
+ + + + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + assignment: mephisto.data_model.assignment.Assignment, + index: int, + pay_amount: float +) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """Create a Unit for the given assignment"""
+        return SandboxMTurkUnit._register_unit(
+            db, assignment, index, pay_amount, PROVIDER_TYPE
+        )
+
+ +
+ +

Create a Unit for the given assignment

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_worker.html b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_worker.html new file mode 100644 index 000000000..214fc7fa6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/abstractions/providers/mturk_sandbox/sandbox_mturk_worker.html @@ -0,0 +1,586 @@ + + + + + + + + + mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker API documentation + + + + + + + + + +
+
+

+mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.providers.mturk.mturk_worker import MTurkWorker
+from mephisto.abstractions.providers.mturk_sandbox.provider_type import PROVIDER_TYPE
+
+from typing import Any, Mapping, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+    from mephisto.data_model.worker import Worker
+    from mephisto.abstractions.database import MephistoDB
+
+
+class SandboxMTurkWorker(MTurkWorker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # sandbox workers use a different name
+        self._worker_name = self.worker_name[:-8]
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+        """
+        return super().grant_crowd_qualification(qualification_name + "_sandbox", value)
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        return super().revoke_crowd_qualification(qualification_name + "_sandbox")
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +
+
+
+ #   + + + class + SandboxMTurkWorker(mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker): +
+ +
+ View Source + 
class SandboxMTurkWorker(MTurkWorker):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    # Ensure inherited methods use this level's provider type
+    PROVIDER_TYPE = PROVIDER_TYPE
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        super().__init__(db, db_id, row=row, _used_new_call=_used_new_call)
+        self.datastore: "MTurkDatastore" = self.db.get_datastore_for_provider(
+            self.PROVIDER_TYPE
+        )
+        # sandbox workers use a different name
+        self._worker_name = self.worker_name[:-8]
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+        """
+        return super().grant_crowd_qualification(qualification_name + "_sandbox", value)
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        return super().revoke_crowd_qualification(qualification_name + "_sandbox")
+
+    def _get_client(self, requester_name: str) -> Any:
+        """
+        Get an mturk client for usage with mturk_utils
+        """
+        return self.datastore.get_sandbox_client_for_requester(requester_name)
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
#   + + + SandboxMTurkWorker( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Worker class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Worker +as you will instead be returned the correct Worker class according to +the crowdprovider associated with this Worker.

+
+ + +
+
+
#   + + PROVIDER_TYPE = 'mturk_sandbox' +
+ + + + +
+
+
#   + + + def + grant_crowd_qualification(self, qualification_name: str, value: int = 1) -> None: +
+ +
+ View Source + 
    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker. Check the local
+        MTurk db to find the matching MTurk qualification to grant, and pass
+        that. If no qualification exists, try to create one.
+        """
+        return super().grant_crowd_qualification(qualification_name + "_sandbox", value)
+
+ +
+ +

Grant a qualification by the given name to this worker. Check the local +MTurk db to find the matching MTurk qualification to grant, and pass +that. If no qualification exists, try to create one.

+
+ + +
+
+
#   + + + def + revoke_crowd_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker. Check the local
+        MTurk db to find the matching MTurk qualification to revoke, pass if
+        no such qualification exists.
+        """
+        return super().revoke_crowd_qualification(qualification_name + "_sandbox")
+
+ +
+ +

Revoke the qualification by the given name from this worker. Check the local +MTurk db to find the matching MTurk qualification to revoke, pass if +no such qualification exists.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker_id: str +) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker_id: str) -> "Worker":
+        return MTurkWorker._register_worker(db, worker_id + "_sandbox", PROVIDER_TYPE)
+
+ +
+ +

Create a new worker attached to the given identifier, assuming it doesn't already +exist in the database.

+ +

Implementation should return the result of _register_worker when sure the worker +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ + + +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client.html b/docs/web/static/python_api/mephisto/client.html new file mode 100644 index 000000000..c98e381be --- /dev/null +++ b/docs/web/static/python_api/mephisto/client.html @@ -0,0 +1,521 @@ + + + + + + + + + mephisto.client API documentation + + + + + + + + + +
+
+

+mephisto.client

+ +

API specifications

+ +

All of the endpoints below are GET unless specified otherwise.

+ +

These specs are to be implemented in mephisto/client/api.py.

+ +

Key: 💚 - Data Complete / 💛 - Data Mocked / 💜 - Consumed by UI / 🖤 - Not consumed by UI

+ +

WIP Endpoints / Backlog

+ +
    +
  • Endpoints for actions to modify the review state of a Unit
    • +
  • Endpoint for getting the URL of a task and it's data to show
    • +
  • Make error reponse format more consistent across all endpoints / types of errors. Some stuff from the wild: +
      +
    • https://stripe.com/docs/api/errors
      • +
    • https://cloud.google.com/apis/design/errors#http_mapping
      • +
    • +
+ +
+ +

🕵️‍♀️ Requesters

+ +

/requesters

+ +

💚💜 Shows a list of all the requesters that are available on the local system

+ +

Sample response:

+ +
{
+  "requesters": [
+    {
+      "provider_type": "mturk",
+      "registered": false,
+      "requester_id": "1",
+      "requester_name": "Bob"
+    },
+    {
+      "provider_type": "mturk",
+      "registered": true,
+      "requester_id": "2",
+      "requester_name": "sally"
+    }
+  ]
+}
+
+ +

/requester/<type>

+ +

💚💜 Provides information on what params to provide if you'd like to set up a requester.

+ +

Sample response:

+ +
[
+  {
+    "args": {
+      "access_key_id": {
+        "choices": null,
+        "default": null,
+        "dest": "access_key_id",
+        "help": "IAM Access Key ID",
+        "option_string": "--access-key-id",
+        "type": "str"
+      },
+      // ...
+    },
+    "desc": "\n            MTurkRequester: AWS are required to create a new Requester.\n            Please create an IAM user with programmatic access and\n            AmazonMechanicalTurkFullAccess policy at\n            'https://console.aws.amazon.com/iam/ (On the \"Set permissions\"\n            page, choose \"Attach existing policies directly\" and then select\n            \"AmazonMechanicalTurkFullAccess\" policy). After creating\n            the IAM user, you should get an Access Key ID\n            and Secret Access Key.\n        "
+  }
+]
+
+ +

/<requester_name>/get_balance - TODO: Change to /requester/balance/<requester_name>

+ +

💚💜

+ +

[Discussion] Instead of balance should we make the endpoint a bit more generic, e.g. info or metadata instead? [Yes] This is because perhaps not every requester may have the concept of having a budget, although most might.

+ +

Sample response:

+ +
# Success:
+
+{ "balance": 3000 }
+
+# Error:
+
+{ message: "Could not find the requester" } # [501]
+
+ +

POST /requester/<type>/register

+ +

💛🖤

+ +

Sample response:

+ +
# Success:
+
+{
+  "success": true
+}
+
+# Error:
+
+{
+  "msg": "No name was specified for the requester.",
+  "success": false
+}
+
+ +
+ +

🚀 Launching

+ +

/launch/options

+ +

💛💜

+ +

Sample response:

+ +
{
+  "blueprints": [
+    { "name": "Test Blueprint", "rank": 1 },
+    { "name": "Simple Q+A", "rank": 2 }
+  ],
+  "architects": ["Local", "Heroku"]
+}
+
+ +

/blueprints/<blueprint_name>/arguments

+ +

💛💜

+ +

Sample response:

+ +
{
+  "args": [
+    {
+      "name": "Task name",
+      "defaultValue": "Default Task Name",
+      "helpText": "This is what your task will be named."
+    }
+  ]
+}
+
+ +

/architects/<architect_name>/arguments

+ +

💛💜

+ +

Sample response:

+ +
{
+  "args": [
+    {
+      "name": "Port number",
+      "defaultValue": 8888,
+      "helpText": "Your task will be run on this port."
+    }
+  ]
+}
+
+ +

POST /task_runs/launch

+ +

💛🖤

+ +

Sample request:

+ +
{
+  "blueprint_name": "Test Blueprint",
+  "blueprint_args": [ { ... } ],
+  "architect": "Test Architect",
+  "architect_args": [ { ... } ],
+  "requester": <requester_id>
+}
+
+ +

Sample response:

+ +
# Success:
+
+{
+  "success": true
+}
+
+# Error:
+
+{
+  "success": false,
+  # TODO: How should the server provide validation feedback?
+}
+
+ +
+ +

📥 Review

+ +

/task_runs/running

+ +

💛🖤

+ +

[Discussion] We need to confirm and communicate what exactly we mean by a "running" task. Based on prior discussions, my suspicion is that this categorization is a little difficult. Let's settle on a technical definition.

+ +

Sample response:

+ +
{
+  live_task_count: 1,
+  task_count: 1,
+  task_runs: TaskRun[]
+}
+
+# For full example payload, see `task_runs__running` in mephisto/webapp/src/mocks.ts
+
+ +

/task_runs/reviewable

+ +

💛🖤

+ +

Shows tasks with atleast 1 unit that is reviewable.

+ +

Sample response:

+ +
{
+  "total_reviewable": 8,
+  "task_runs": TaskRun[]
+}
+
+ +

/task_runs/<task_id>/units

+ +

💛🖤

+ +

Sample response:

+ +
{
+  "unit_id": <unit_id>,
+  "view_path": "https://google.com",
+  "data": {
+    "name": "me"
+  }
+}
+
+ +

POST /task_runs/<task_id>/units/<unit_id>/accept

+ +

💛🖤

+ +

[Discussion] Accept params here to allow giving a bonus?

+ +

POST /task_runs/<task_id>/units/<unit_id>/reject

+ +

💛🖤

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/api.html b/docs/web/static/python_api/mephisto/client/api.html new file mode 100644 index 000000000..a6d5c2723 --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/api.html @@ -0,0 +1,1426 @@ + + + + + + + + + mephisto.client.api API documentation + + + + + + + + + +
+
+

+mephisto.client.api

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from flask import Blueprint, jsonify, request  # type: ignore
+from flask import current_app as app  # type: ignore
+from mephisto.abstractions.database import EntryAlreadyExistsException
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.assignment import Assignment
+from mephisto.operations.hydra_config import parse_arg_dict, get_extra_argument_dicts
+from mephisto.operations.registry import (
+    get_blueprint_from_type,
+    get_crowd_provider_from_type,
+    get_architect_from_type,
+    get_valid_blueprint_types,
+    get_valid_provider_types,
+    get_valid_architect_types,
+)
+import sys
+import traceback
+import os
+
+api = Blueprint("api", __name__)
+
+
+@api.route("/requesters")
+def get_available_requesters():
+    db = app.extensions["db"]
+    requesters = db.find_requesters()
+    dict_requesters = [r.to_dict() for r in requesters]
+    return jsonify({"requesters": dict_requesters})
+
+
+@api.route("/task_runs/running")
+def get_running_task_runs():
+    """Find running tasks by querying for all task runs that aren't completed"""
+    db = app.extensions["db"]
+    task_runs = db.find_task_runs(is_completed=False)
+    dict_tasks = [t.to_dict() for t in task_runs if not t.get_is_completed()]
+    live_task_count = len([t for t in dict_tasks if not t["sandbox"]])
+    return jsonify(
+        {
+            "task_runs": dict_tasks,
+            "task_count": len(dict_tasks),
+            "live_task_count": live_task_count,
+        }
+    )
+
+
+@api.route("/task_runs/reviewable")
+def get_reviewable_task_runs():
+    """
+    Find reviewable task runs by querying for all reviewable tasks
+    and getting their runs
+    """
+    db = app.extensions["db"]
+    units = db.find_units(status=AssignmentState.COMPLETED)
+    reviewable_count = len(units)
+    task_run_ids = set([u.get_assignment().get_task_run().db_id for u in units])
+    task_runs = [TaskRun.get(db, db_id) for db_id in task_run_ids]
+    dict_tasks = [t.to_dict() for t in task_runs]
+    # TODO(OWN) maybe include warning for auto approve date once that's tracked
+    return jsonify({"task_runs": dict_tasks, "total_reviewable": reviewable_count})
+
+
+@api.route("/launch/options")
+def launch_options():
+    blueprint_types = get_valid_blueprint_types()
+    architect_types = get_valid_architect_types()
+    provider_types = get_valid_provider_types()
+    return jsonify(
+        {
+            "success": True,
+            "architect_types": architect_types,
+            "provider_types": provider_types,
+            "blueprint_types": [
+                {"name": bp, "rank": idx + 1}
+                for (idx, bp) in enumerate(blueprint_types)
+            ],
+        }
+    )
+
+
+@api.route("/task_runs/launch", methods=["POST"])
+def start_task_run():
+    # Blueprint, CrowdProvider, Architect (Local/Heroku), Dict of arguments
+
+    info = request.get_json(force=True)
+    input_arg_list = []
+    for arg_content in info.values():
+        input_arg_list.append(arg_content["option_string"])
+        input_arg_list.append(arg_content["value"])
+    try:
+        operator = app.extensions["operator"]
+        operator.parse_and_launch_run(input_arg_list)
+        # MOCK? What data would we want to return?
+        # perhaps a link to the task? Will look into soon!
+        return jsonify({"status": "success", "data": info})
+    except Exception as e:
+        traceback.print_exc(file=sys.stdout)
+        return jsonify({"success": False, "msg": f"error in launching job: {str(e)}"})
+
+
+@api.route("/task_runs/<int:task_id>/units")
+def view_unit(task_id):
+    # TODO
+
+    # MOCK
+    return jsonify(
+        {"id": task_id, "view_path": "https://google.com", "data": {"name": "me"}}
+    )
+
+
+@api.route("/task_runs/options")
+def get_basic_task_options():
+    params = get_extra_argument_dicts(TaskRun)
+    return jsonify({"success": True, "options": params})
+
+
+@api.route("/requester/<string:requester_type>/options")
+def requester_details(requester_type):
+    crowd_provider = get_crowd_provider_from_type(requester_type)
+    RequesterClass = crowd_provider.RequesterClass
+    params = get_extra_argument_dicts(RequesterClass)
+    return jsonify(params)
+
+
+@api.route("/requester/<string:requester_type>/register", methods=["POST"])
+def requester_register(requester_type):
+    options = request.get_json()
+    crowd_provider = get_crowd_provider_from_type(requester_type)
+    RequesterClass = crowd_provider.RequesterClass
+
+    try:
+        parsed_options = parse_arg_dict(RequesterClass, options)
+    except Exception as e:
+        traceback.print_exc(file=sys.stdout)
+        return jsonify(
+            {"success": False, "msg": f"error in parsing arguments: {str(e)}"}
+        )
+    if "name" not in parsed_options:
+        return jsonify(
+            {"success": False, "msg": "No name was specified for the requester."}
+        )
+
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=parsed_options["name"])
+    if len(requesters) == 0:
+        requester = RequesterClass.new(db, parsed_options["name"])
+    else:
+        requester = requesters[0]
+    try:
+        print(parsed_options)
+        requester.register(parsed_options)
+        return jsonify({"success": True})
+    except Exception as e:
+        return jsonify({"success": False, "msg": str(e)})
+
+
+@api.route("/data/submitted_data")
+def get_submitted_data():
+    try:
+        task_run_ids = request.args.getlist("task_run_id")
+        task_names = request.args.getlist("task_name")
+        assignment_ids = request.args.getlist("assignment_id")
+        unit_ids = request.args.getlist("unit_ids")
+        statuses = request.args.getlist("status")
+
+        db = app.extensions["db"]
+        units = []
+        assignments = []
+        assert len(task_names) == 0, "Searching via task names not yet supported"
+
+        task_runs = [TaskRun.get(db, task_run_id) for task_run_id in task_run_ids]
+        for task_run in task_runs:
+            assignments += task_run.get_assignments()
+
+        assignments += [
+            Assignment.get(db, assignment_id) for assignment_id in assignment_ids
+        ]
+
+        if len(statuses) == 0:
+            statuses = [
+                AssignmentState.COMPLETED,
+                AssignmentState.ACCEPTED,
+                AssignmentState.REJECTED,
+            ]
+
+        filtered_assignments = [a for a in assignments if a.get_status() in statuses]
+
+        for assignment in assignments:
+            units += assignment.get_units()
+
+        units += [Unit.get(db, unit_id) for unit_id in unit_ids]
+
+        all_unit_data = []
+        for unit in units:
+            unit_data = {
+                "assignment_id": unit.assignment_id,
+                "task_run_id": unit.task_run_id,
+                "status": unit.db_status,
+                "unit_id": unit.db_id,
+                "worker_id": unit.worker_id,
+                "data": None,
+            }
+            agent = unit.get_assigned_agent()
+            if agent is not None:
+                unit_data["data"] = agent.state.get_data()
+                unit_data["worker_id"] = agent.worker_id
+            all_unit_data.append(unit_data)
+
+        print(all_unit_data)
+        return jsonify({"success": True, "units": all_unit_data})
+    except Exception as e:
+        import traceback
+
+        traceback.print_exc()
+        return jsonify({"success": False, "msg": str(e)})
+
+
+@api.route("/<string:requester_name>/get_balance")
+def get_balance(requester_name):
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=requester_name)
+
+    if len(requesters) == 0:
+        return jsonify(
+            {
+                "success": False,
+                "msg": f"No requester available with name: {requester_name}",
+            }
+        )
+
+    requester = requesters[0]
+    return jsonify({"balance": requester.get_available_budget()})
+
+
+@api.route("/requester/<string:requester_name>/launch_options")
+def requester_launch_options(requester_type):
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=requester_name)
+
+    if len(requesters) == 0:
+        return jsonify(
+            {
+                "success": False,
+                "msg": f"No requester available with name: {requester_name}",
+            }
+        )
+    provider_type = requesters[0].provider_type
+    CrowdProviderClass = get_crowd_provider_from_type(requester_type)
+    params = get_extra_argument_dicts(CrowdProviderClass)
+    return jsonify({"success": True, "options": params})
+
+
+@api.route("/blueprints")
+def get_available_blueprints():
+    blueprint_types = get_valid_blueprint_types()
+    return jsonify({"success": True, "blueprint_types": blueprint_types})
+
+
+@api.route("/blueprint/<string:blueprint_type>/options")
+def get_blueprint_arguments(blueprint_type):
+    if blueprint_type == "none":
+        return jsonify({"success": True, "options": {}})
+    BlueprintClass = get_blueprint_from_type(blueprint_type)
+    params = get_extra_argument_dicts(BlueprintClass)
+    return jsonify({"success": True, "options": params})
+
+
+@api.route("/architects")
+def get_available_architects():
+    architect_types = get_valid_architect_types()
+    return jsonify({"success": True, "architect_types": architect_types})
+
+
+@api.route("/architect/<string:architect_type>/options")
+def get_architect_arguments(architect_type):
+    if architect_type == "none":
+        return jsonify({"success": True, "options": {}})
+    ArchitectClass = get_architect_from_type(architect_type)
+    params = get_extra_argument_dicts(ArchitectClass)
+    return jsonify({"success": True, "options": params})
+
+
+@api.route("/unit/<string:unit_id>/accept", methods=["POST"])
+def accept_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+
+@api.route("/unit/<string:unit_id>/reject", methods=["POST"])
+def reject_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+
+@api.route("/unit/<string:unit_id>/softBlock", methods=["POST"])
+def soft_block_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+
+@api.route("/unit/<string:unit_id>/hardBlock", methods=["POST"])
+def hard_block_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+
+@api.route("/error", defaults={"status_code": "501"})
+@api.route("/error/<string:status_code>")
+def intentional_error(status_code):
+    """
+    A helper endpoint to test out cases in the UI where an error occurs.
+    """
+    raise InvalidUsage("An error occured", status_code=int(status_code))
+
+
+class InvalidUsage(Exception):
+    status_code = 400
+
+    def __init__(self, message, status_code=None, payload=None):
+        Exception.__init__(self)
+        self.message = message
+        if status_code is not None:
+            self.status_code = status_code
+        self.payload = payload
+
+    def to_dict(self):
+        rv = dict(self.payload or ())
+        rv["message"] = self.message
+        return rv
+
+
+@api.errorhandler(InvalidUsage)
+def handle_invalid_usage(error):
+    response = jsonify(error.to_dict())
+    response.status_code = error.status_code
+    return response
+
+ +
+ +
+
+
#   + +
@api.route('/requesters')
+ + def + get_available_requesters(): +
+ +
+ View Source + 
@api.route("/requesters")
+def get_available_requesters():
+    db = app.extensions["db"]
+    requesters = db.find_requesters()
+    dict_requesters = [r.to_dict() for r in requesters]
+    return jsonify({"requesters": dict_requesters})
+
+ +
+ + + +
+
+
#   + +
@api.route('/task_runs/running')
+ + def + get_running_task_runs(): +
+ +
+ View Source + 
@api.route("/task_runs/running")
+def get_running_task_runs():
+    """Find running tasks by querying for all task runs that aren't completed"""
+    db = app.extensions["db"]
+    task_runs = db.find_task_runs(is_completed=False)
+    dict_tasks = [t.to_dict() for t in task_runs if not t.get_is_completed()]
+    live_task_count = len([t for t in dict_tasks if not t["sandbox"]])
+    return jsonify(
+        {
+            "task_runs": dict_tasks,
+            "task_count": len(dict_tasks),
+            "live_task_count": live_task_count,
+        }
+    )
+
+ +
+ +

Find running tasks by querying for all task runs that aren't completed

+
+ + +
+
+
#   + +
@api.route('/task_runs/reviewable')
+ + def + get_reviewable_task_runs(): +
+ +
+ View Source + 
@api.route("/task_runs/reviewable")
+def get_reviewable_task_runs():
+    """
+    Find reviewable task runs by querying for all reviewable tasks
+    and getting their runs
+    """
+    db = app.extensions["db"]
+    units = db.find_units(status=AssignmentState.COMPLETED)
+    reviewable_count = len(units)
+    task_run_ids = set([u.get_assignment().get_task_run().db_id for u in units])
+    task_runs = [TaskRun.get(db, db_id) for db_id in task_run_ids]
+    dict_tasks = [t.to_dict() for t in task_runs]
+    # TODO(OWN) maybe include warning for auto approve date once that's tracked
+    return jsonify({"task_runs": dict_tasks, "total_reviewable": reviewable_count})
+
+ +
+ +

Find reviewable task runs by querying for all reviewable tasks +and getting their runs

+
+ + +
+
+
#   + +
@api.route('/launch/options')
+ + def + launch_options(): +
+ +
+ View Source + 
@api.route("/launch/options")
+def launch_options():
+    blueprint_types = get_valid_blueprint_types()
+    architect_types = get_valid_architect_types()
+    provider_types = get_valid_provider_types()
+    return jsonify(
+        {
+            "success": True,
+            "architect_types": architect_types,
+            "provider_types": provider_types,
+            "blueprint_types": [
+                {"name": bp, "rank": idx + 1}
+                for (idx, bp) in enumerate(blueprint_types)
+            ],
+        }
+    )
+
+ +
+ + + +
+
+
#   + +
@api.route('/task_runs/launch', methods=['POST'])
+ + def + start_task_run(): +
+ +
+ View Source + 
@api.route("/task_runs/launch", methods=["POST"])
+def start_task_run():
+    # Blueprint, CrowdProvider, Architect (Local/Heroku), Dict of arguments
+
+    info = request.get_json(force=True)
+    input_arg_list = []
+    for arg_content in info.values():
+        input_arg_list.append(arg_content["option_string"])
+        input_arg_list.append(arg_content["value"])
+    try:
+        operator = app.extensions["operator"]
+        operator.parse_and_launch_run(input_arg_list)
+        # MOCK? What data would we want to return?
+        # perhaps a link to the task? Will look into soon!
+        return jsonify({"status": "success", "data": info})
+    except Exception as e:
+        traceback.print_exc(file=sys.stdout)
+        return jsonify({"success": False, "msg": f"error in launching job: {str(e)}"})
+
+ +
+ + + +
+
+
#   + +
@api.route('/task_runs/<int:task_id>/units')
+ + def + view_unit(task_id): +
+ +
+ View Source + 
@api.route("/task_runs/<int:task_id>/units")
+def view_unit(task_id):
+    # TODO
+
+    # MOCK
+    return jsonify(
+        {"id": task_id, "view_path": "https://google.com", "data": {"name": "me"}}
+    )
+
+ +
+ + + +
+
+
#   + +
@api.route('/task_runs/options')
+ + def + get_basic_task_options(): +
+ +
+ View Source + 
@api.route("/task_runs/options")
+def get_basic_task_options():
+    params = get_extra_argument_dicts(TaskRun)
+    return jsonify({"success": True, "options": params})
+
+ +
+ + + +
+
+
#   + +
@api.route('/requester/<string:requester_type>/options')
+ + def + requester_details(requester_type): +
+ +
+ View Source + 
@api.route("/requester/<string:requester_type>/options")
+def requester_details(requester_type):
+    crowd_provider = get_crowd_provider_from_type(requester_type)
+    RequesterClass = crowd_provider.RequesterClass
+    params = get_extra_argument_dicts(RequesterClass)
+    return jsonify(params)
+
+ +
+ + + +
+
+
#   + +
@api.route('/requester/<string:requester_type>/register', methods=['POST'])
+ + def + requester_register(requester_type): +
+ +
+ View Source + 
@api.route("/requester/<string:requester_type>/register", methods=["POST"])
+def requester_register(requester_type):
+    options = request.get_json()
+    crowd_provider = get_crowd_provider_from_type(requester_type)
+    RequesterClass = crowd_provider.RequesterClass
+
+    try:
+        parsed_options = parse_arg_dict(RequesterClass, options)
+    except Exception as e:
+        traceback.print_exc(file=sys.stdout)
+        return jsonify(
+            {"success": False, "msg": f"error in parsing arguments: {str(e)}"}
+        )
+    if "name" not in parsed_options:
+        return jsonify(
+            {"success": False, "msg": "No name was specified for the requester."}
+        )
+
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=parsed_options["name"])
+    if len(requesters) == 0:
+        requester = RequesterClass.new(db, parsed_options["name"])
+    else:
+        requester = requesters[0]
+    try:
+        print(parsed_options)
+        requester.register(parsed_options)
+        return jsonify({"success": True})
+    except Exception as e:
+        return jsonify({"success": False, "msg": str(e)})
+
+ +
+ + + +
+
+
#   + +
@api.route('/data/submitted_data')
+ + def + get_submitted_data(): +
+ +
+ View Source + 
@api.route("/data/submitted_data")
+def get_submitted_data():
+    try:
+        task_run_ids = request.args.getlist("task_run_id")
+        task_names = request.args.getlist("task_name")
+        assignment_ids = request.args.getlist("assignment_id")
+        unit_ids = request.args.getlist("unit_ids")
+        statuses = request.args.getlist("status")
+
+        db = app.extensions["db"]
+        units = []
+        assignments = []
+        assert len(task_names) == 0, "Searching via task names not yet supported"
+
+        task_runs = [TaskRun.get(db, task_run_id) for task_run_id in task_run_ids]
+        for task_run in task_runs:
+            assignments += task_run.get_assignments()
+
+        assignments += [
+            Assignment.get(db, assignment_id) for assignment_id in assignment_ids
+        ]
+
+        if len(statuses) == 0:
+            statuses = [
+                AssignmentState.COMPLETED,
+                AssignmentState.ACCEPTED,
+                AssignmentState.REJECTED,
+            ]
+
+        filtered_assignments = [a for a in assignments if a.get_status() in statuses]
+
+        for assignment in assignments:
+            units += assignment.get_units()
+
+        units += [Unit.get(db, unit_id) for unit_id in unit_ids]
+
+        all_unit_data = []
+        for unit in units:
+            unit_data = {
+                "assignment_id": unit.assignment_id,
+                "task_run_id": unit.task_run_id,
+                "status": unit.db_status,
+                "unit_id": unit.db_id,
+                "worker_id": unit.worker_id,
+                "data": None,
+            }
+            agent = unit.get_assigned_agent()
+            if agent is not None:
+                unit_data["data"] = agent.state.get_data()
+                unit_data["worker_id"] = agent.worker_id
+            all_unit_data.append(unit_data)
+
+        print(all_unit_data)
+        return jsonify({"success": True, "units": all_unit_data})
+    except Exception as e:
+        import traceback
+
+        traceback.print_exc()
+        return jsonify({"success": False, "msg": str(e)})
+
+ +
+ + + +
+
+
#   + +
@api.route('/<string:requester_name>/get_balance')
+ + def + get_balance(requester_name): +
+ +
+ View Source + 
@api.route("/<string:requester_name>/get_balance")
+def get_balance(requester_name):
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=requester_name)
+
+    if len(requesters) == 0:
+        return jsonify(
+            {
+                "success": False,
+                "msg": f"No requester available with name: {requester_name}",
+            }
+        )
+
+    requester = requesters[0]
+    return jsonify({"balance": requester.get_available_budget()})
+
+ +
+ + + +
+
+
#   + +
@api.route('/requester/<string:requester_name>/launch_options')
+ + def + requester_launch_options(requester_type): +
+ +
+ View Source + 
@api.route("/requester/<string:requester_name>/launch_options")
+def requester_launch_options(requester_type):
+    db = app.extensions["db"]
+    requesters = db.find_requesters(requester_name=requester_name)
+
+    if len(requesters) == 0:
+        return jsonify(
+            {
+                "success": False,
+                "msg": f"No requester available with name: {requester_name}",
+            }
+        )
+    provider_type = requesters[0].provider_type
+    CrowdProviderClass = get_crowd_provider_from_type(requester_type)
+    params = get_extra_argument_dicts(CrowdProviderClass)
+    return jsonify({"success": True, "options": params})
+
+ +
+ + + +
+
+
#   + +
@api.route('/blueprints')
+ + def + get_available_blueprints(): +
+ +
+ View Source + 
@api.route("/blueprints")
+def get_available_blueprints():
+    blueprint_types = get_valid_blueprint_types()
+    return jsonify({"success": True, "blueprint_types": blueprint_types})
+
+ +
+ + + +
+
+
#   + +
@api.route('/blueprint/<string:blueprint_type>/options')
+ + def + get_blueprint_arguments(blueprint_type): +
+ +
+ View Source + 
@api.route("/blueprint/<string:blueprint_type>/options")
+def get_blueprint_arguments(blueprint_type):
+    if blueprint_type == "none":
+        return jsonify({"success": True, "options": {}})
+    BlueprintClass = get_blueprint_from_type(blueprint_type)
+    params = get_extra_argument_dicts(BlueprintClass)
+    return jsonify({"success": True, "options": params})
+
+ +
+ + + +
+
+
#   + +
@api.route('/architects')
+ + def + get_available_architects(): +
+ +
+ View Source + 
@api.route("/architects")
+def get_available_architects():
+    architect_types = get_valid_architect_types()
+    return jsonify({"success": True, "architect_types": architect_types})
+
+ +
+ + + +
+
+
#   + +
@api.route('/architect/<string:architect_type>/options')
+ + def + get_architect_arguments(architect_type): +
+ +
+ View Source + 
@api.route("/architect/<string:architect_type>/options")
+def get_architect_arguments(architect_type):
+    if architect_type == "none":
+        return jsonify({"success": True, "options": {}})
+    ArchitectClass = get_architect_from_type(architect_type)
+    params = get_extra_argument_dicts(ArchitectClass)
+    return jsonify({"success": True, "options": params})
+
+ +
+ + + +
+
+
#   + +
@api.route('/unit/<string:unit_id>/accept', methods=['POST'])
+ + def + accept_unit(unit_id): +
+ +
+ View Source + 
@api.route("/unit/<string:unit_id>/accept", methods=["POST"])
+def accept_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+ +
+ + + +
+
+
#   + +
@api.route('/unit/<string:unit_id>/reject', methods=['POST'])
+ + def + reject_unit(unit_id): +
+ +
+ View Source + 
@api.route("/unit/<string:unit_id>/reject", methods=["POST"])
+def reject_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+ +
+ + + +
+
+
#   + +
@api.route('/unit/<string:unit_id>/softBlock', methods=['POST'])
+ + def + soft_block_unit(unit_id): +
+ +
+ View Source + 
@api.route("/unit/<string:unit_id>/softBlock", methods=["POST"])
+def soft_block_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+ +
+ + + +
+
+
#   + +
@api.route('/unit/<string:unit_id>/hardBlock', methods=['POST'])
+ + def + hard_block_unit(unit_id): +
+ +
+ View Source + 
@api.route("/unit/<string:unit_id>/hardBlock", methods=["POST"])
+def hard_block_unit(unit_id):
+    return jsonify({"success": True})
+    pass
+
+ +
+ + + +
+
+
#   + +
@api.route('/error', defaults={'status_code': '501'})
+
@api.route('/error/<string:status_code>')
+ + def + intentional_error(status_code): +
+ +
+ View Source + 
@api.route("/error", defaults={"status_code": "501"})
+@api.route("/error/<string:status_code>")
+def intentional_error(status_code):
+    """
+    A helper endpoint to test out cases in the UI where an error occurs.
+    """
+    raise InvalidUsage("An error occured", status_code=int(status_code))
+
+ +
+ +

A helper endpoint to test out cases in the UI where an error occurs.

+
+ + +
+
+
+ #   + + + class + InvalidUsage(builtins.Exception): +
+ +
+ View Source + 
class InvalidUsage(Exception):
+    status_code = 400
+
+    def __init__(self, message, status_code=None, payload=None):
+        Exception.__init__(self)
+        self.message = message
+        if status_code is not None:
+            self.status_code = status_code
+        self.payload = payload
+
+    def to_dict(self):
+        rv = dict(self.payload or ())
+        rv["message"] = self.message
+        return rv
+
+ +
+ +

Common base class for all non-exit exceptions.

+
+ + +
+
#   + + + InvalidUsage(message, status_code=None, payload=None) +
+ +
+ View Source + 
    def __init__(self, message, status_code=None, payload=None):
+        Exception.__init__(self)
+        self.message = message
+        if status_code is not None:
+            self.status_code = status_code
+        self.payload = payload
+
+ +
+ + + +
+
+
#   + + status_code = 400 +
+ + + + +
+
+
#   + + + def + to_dict(self): +
+ +
+ View Source + 
    def to_dict(self):
+        rv = dict(self.payload or ())
+        rv["message"] = self.message
+        return rv
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
#   + +
@api.errorhandler(InvalidUsage)
+ + def + handle_invalid_usage(error): +
+ +
+ View Source + 
@api.errorhandler(InvalidUsage)
+def handle_invalid_usage(error):
+    response = jsonify(error.to_dict())
+    response.status_code = error.status_code
+    return response
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/cli.html b/docs/web/static/python_api/mephisto/client/cli.html new file mode 100644 index 000000000..7e4bf5279 --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/cli.html @@ -0,0 +1,608 @@ + + + + + + + + + mephisto.client.cli API documentation + + + + + + + + + +
+
+

+mephisto.client.cli

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import click  # type: ignore
+import os
+from click_default_group import DefaultGroup  # type: ignore
+
+from omegaconf import MISSING
+
+
+# @click.group(cls=DefaultGroup, default="web", default_if_no_args=True)
+@click.group(cls=DefaultGroup)
+def cli():
+    pass
+
+
+@cli.command("web")
+def web():
+    """Launch a local webserver with the Mephisto UI"""
+    from mephisto.client.full.server import app
+
+    app.run(debug=False)
+
+
+@cli.command("config")
+@click.argument("identifier", type=(str), default=None, required=False)
+@click.argument("value", type=(str), default=None, required=False)
+def config(identifier, value):
+    from mephisto.operations.config_handler import (
+        get_config_arg,
+        add_config_arg,
+        get_raw_config,
+        DEFAULT_CONFIG_FILE,
+    )
+
+    if identifier is None and value is None:
+        # If no args, show full config:
+        click.echo(f"{DEFAULT_CONFIG_FILE}:\n")
+        click.echo(get_raw_config())
+        return
+
+    if "." not in identifier:
+        raise click.BadParameter(
+            f"Identifier must be of format: <section>.<key>\nYou passed in: {identifier}"
+        )
+    [section, key] = identifier.split(".")
+
+    if value is None:
+        # Read mode:
+        click.echo(get_config_arg(section, key))
+    else:
+        # Write mode:
+        add_config_arg(section, key, value)
+        click.echo(f"{identifier} succesfully updated to: {value}")
+
+
+@cli.command("review")
+@click.argument(
+    "review_app_dir",
+    type=click.Path(exists=True),
+    default=os.path.join(os.path.dirname(__file__), "review/default-ui"),
+)
+@click.option("-p", "--port", type=(int), default=5000)
+@click.option("-o", "--output", type=(str), default="")
+@click.option("-a", "--assets", "assets_dir", type=(str), default=None)
+@click.option("--stdout", "output_method", flag_value="stdout")
+@click.option("--file", "output_method", flag_value="file", default=True)
+@click.option("--csv-headers/--no-csv-headers", default=False)
+@click.option("--json/--csv", default=False)
+@click.option("--db", "database_task_name", type=(str), default=None)
+@click.option("--all/--one-by-one", "all_data", default=False)
+@click.option("-d", "--debug", type=(bool), default=False)
+def review(
+    review_app_dir,
+    port,
+    output,
+    output_method,
+    csv_headers,
+    json,
+    database_task_name,
+    all_data,
+    debug,
+    assets_dir,
+):
+    """Launch a local review UI server. Reads in rows froms stdin and outputs to either a file or stdout."""
+    from mephisto.client.review.review_server import run
+
+    if output == "" and output_method == "file":
+        raise click.UsageError(
+            "You must specify an output file via --output=<filename>, unless the --stdout flag is set."
+        )
+    if database_task_name is not None:
+        from mephisto.abstractions.databases.local_database import LocalMephistoDB
+        from mephisto.tools.data_browser import DataBrowser as MephistoDataBrowser
+
+        db = LocalMephistoDB()
+        mephisto_data_browser = MephistoDataBrowser(db=db)
+        name_list = mephisto_data_browser.get_task_name_list()
+        if database_task_name not in name_list:
+            raise click.BadParameter(
+                f'The task name "{database_task_name}" did not exist in MephistoDB.\n\nPerhaps you meant one of these? {", ".join(name_list)}\n\nFlag usage: mephisto review --db [task_name]\n'
+            )
+
+    run(
+        review_app_dir,
+        port,
+        output,
+        csv_headers,
+        json,
+        database_task_name,
+        all_data,
+        debug,
+        assets_dir,
+    )
+
+
+@cli.command("check")
+def check():
+    """Checks that mephisto is setup correctly"""
+    from mephisto.abstractions.databases.local_database import LocalMephistoDB
+    from mephisto.utils.testing import get_mock_requester
+
+    try:
+        db = LocalMephistoDB()
+        get_mock_requester(db)
+    except Exception as e:
+        click.echo("Something went wrong.")
+        click.echo(e)
+        return
+    click.echo("Mephisto seems to be set up correctly.")
+
+
+@cli.command("requesters")
+def list_requesters():
+    """Lists all registered requesters"""
+    from mephisto.abstractions.databases.local_database import LocalMephistoDB
+    from tabulate import tabulate
+
+    db = LocalMephistoDB()
+    requesters = db.find_requesters()
+    dict_requesters = [r.to_dict() for r in requesters]
+    click.echo(tabulate(dict_requesters, headers="keys"))
+
+
+@cli.command("register", context_settings={"ignore_unknown_options": True})
+@click.argument("args", nargs=-1)
+def register_provider(args):
+    """Register a requester with a crowd provider"""
+    if len(args) == 0:
+        click.echo("Usage: mephisto register <provider_type> arg1=value arg2=value")
+        return
+
+    from mephisto.abstractions.databases.local_database import LocalMephistoDB
+    from mephisto.operations.registry import get_crowd_provider_from_type
+    from mephisto.operations.hydra_config import (
+        parse_arg_dict,
+        get_extra_argument_dicts,
+    )
+
+    provider_type, requester_args = args[0], args[1:]
+    args_dict = dict(arg.split("=", 1) for arg in requester_args)
+
+    crowd_provider = get_crowd_provider_from_type(provider_type)
+    RequesterClass = crowd_provider.RequesterClass
+
+    if len(requester_args) == 0:
+        from tabulate import tabulate
+
+        params = get_extra_argument_dicts(RequesterClass)
+        for param in params:
+            click.echo(param["desc"])
+            click.echo(tabulate(param["args"].values(), headers="keys"))
+        return
+
+    try:
+        parsed_options = parse_arg_dict(RequesterClass, args_dict)
+    except Exception as e:
+        click.echo(str(e))
+
+    if parsed_options.name is None:
+        click.echo("No name was specified for the requester.")
+
+    db = LocalMephistoDB()
+    requesters = db.find_requesters(requester_name=parsed_options.name)
+    if len(requesters) == 0:
+        requester = RequesterClass.new(db, parsed_options.name)
+    else:
+        requester = requesters[0]
+    try:
+        requester.register(parsed_options)
+        click.echo("Registered successfully.")
+    except Exception as e:
+        click.echo(str(e))
+
+
+@cli.command("wut", context_settings={"ignore_unknown_options": True})
+@click.argument("args", nargs=-1)
+def get_help_arguments(args):
+    if len(args) == 0:
+        click.echo(
+            "Usage: mephisto wut <abstraction>[=<type>] [...specific args to check]"
+        )
+        return
+
+    from mephisto.operations.registry import (
+        get_blueprint_from_type,
+        get_crowd_provider_from_type,
+        get_architect_from_type,
+        get_valid_blueprint_types,
+        get_valid_provider_types,
+        get_valid_architect_types,
+    )
+    from mephisto.operations.hydra_config import (
+        get_extra_argument_dicts,
+        get_task_state_dicts,
+    )
+    from textwrap import wrap
+
+    VALID_ABSTRACTIONS = ["blueprint", "architect", "requester", "provider", "task"]
+
+    abstraction_equal_split = args[0].split("=", 1)
+    abstraction = abstraction_equal_split[0]
+
+    if abstraction not in VALID_ABSTRACTIONS:
+        click.echo(
+            f"Given abstraction {abstraction} not in valid abstractions {VALID_ABSTRACTIONS}"
+        )
+        return
+
+    if abstraction == "task":
+        from mephisto.data_model.task_run import TaskRun
+
+        target_class = TaskRun
+    else:
+        if len(abstraction_equal_split) == 1:
+            # querying about the general abstraction
+            if abstraction == "blueprint":
+                click.echo(
+                    f"The blueprint determines the task content. Valid blueprints are {get_valid_blueprint_types()}"
+                )
+                return
+            elif abstraction == "architect":
+                click.echo(
+                    f"The architect determines the server where a task is hosted. Valid architects are {get_valid_architect_types()}"
+                )
+                return
+            elif abstraction == "requester":
+                click.echo(
+                    f"The requester is an account for a crowd provider. Valid requester types are {get_valid_provider_types()}. \n"
+                    "Use `mephisto requesters` to see registered requesters, and `mephisto register <requester type>` to register."
+                )
+                return
+            elif abstraction == "provider":
+                click.echo(
+                    f"The crowd provider determines the source of the crowd workers. Valid provider are {get_valid_provider_types()}"
+                )
+                return
+
+        # There's a specific abstraction to check
+        abstract_value = abstraction_equal_split[1]
+        target_class = None
+        valid = None
+        if abstraction == "blueprint":
+            try:
+                target_class = get_blueprint_from_type(abstract_value)
+            except:
+                valid = get_valid_blueprint_types()
+        elif abstraction == "architect":
+            try:
+                target_class = get_architect_from_type(abstract_value)
+            except:
+                valid = get_valid_architect_types()
+        elif abstraction == "provider":
+            try:
+                target_class = get_crowd_provider_from_type(abstract_value)
+            except:
+                valid = get_valid_provider_types()
+        elif abstraction == "requester":
+            try:
+                target_class = get_crowd_provider_from_type(
+                    abstract_value
+                ).RequesterClass
+            except:
+                valid = get_valid_provider_types()
+        if valid is not None:
+            click.echo(
+                f"The valid types for {abstraction} are {valid}. '{abstract_value}' not found."
+            )
+            return
+
+    from tabulate import tabulate
+
+    def wrap_fields(in_dict):
+        return {
+            out_key: {
+                in_key: "\n".join(wrap(str(in_val), width=40))
+                for in_key, in_val in out_val.items()
+            }
+            for out_key, out_val in in_dict.items()
+        }
+
+    arg_dict = get_extra_argument_dicts(target_class)[0]
+    click.echo(arg_dict["desc"])
+    checking_args = arg_dict["args"]
+    if len(args) > 1:
+        checking_args = {k: v for k, v in checking_args.items() if k in args[1:]}
+    click.echo(tabulate(wrap_fields(checking_args).values(), headers="keys"))
+    if abstraction == "blueprint":
+        click.echo(
+            f"Additional SharedTaskState args from {target_class.SharedStateClass.__name__}, which may be configured in your run script"
+        )
+        state_args = get_task_state_dicts(target_class)[0]["args"]
+        if len(args) > 1:
+            state_args = {k: v for k, v in state_args.items() if k in args[1:]}
+        click.echo(tabulate(wrap_fields(state_args).values(), headers="keys"))
+
+
+@cli.command("metrics", context_settings={"ignore_unknown_options": True})
+@click.argument("args", nargs=-1)
+def metrics_cli(args):
+    from mephisto.utils.metrics import (
+        launch_servers_and_wait,
+        metrics_are_installed,
+        run_install_script,
+        METRICS_DIR,
+        shutdown_prometheus_server,
+        shutdown_grafana_server,
+    )
+
+    if len(args) == 0 or args[0] not in ["install", "view", "cleanup"]:
+        click.echo(
+            "Usage: mephisto metrics <install|view|cleanup>\n"
+            f"install: Installs Prometheus and Grafana to {METRICS_DIR}\n"
+            f"view: Launches a Prometheus and Grafana server, and shuts down on exit\n"
+            f"cleanup: Shuts down Prometheus and Grafana resources that may have persisted"
+        )
+        return
+    command = args[0]
+    if command == "install":
+        if metrics_are_installed():
+            click.echo(f"Metrics are already installed! See {METRICS_DIR}")
+            return
+        run_install_script()
+    elif command == "view":
+        if not metrics_are_installed():
+            click.echo(
+                f"Metrics aren't installed! Use `mephisto metrics install` first."
+            )
+            return
+        click.echo(f"Servers launching - use ctrl-C to shutdown")
+        launch_servers_and_wait()
+    else:  # command == 'cleanup':
+        if not metrics_are_installed():
+            click.echo(
+                f"Metrics aren't installed! Use `mephisto metrics install` first."
+            )
+            return
+        click.echo(f"Cleaning up existing servers if they exist")
+        shutdown_prometheus_server()
+        shutdown_grafana_server()
+
+
+if __name__ == "__main__":
+    cli()
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/config.html b/docs/web/static/python_api/mephisto/client/config.html new file mode 100644 index 000000000..a7eca09f4 --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/config.html @@ -0,0 +1,307 @@ + + + + + + + + + mephisto.client.config API documentation + + + + + + + + + +
+
+

+mephisto.client.config

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+class Config:
+    ENV = "development"
+
+ +
+ +
+
+
+ #   + + + class + Config: +
+ +
+ View Source + 
class Config:
+    ENV = "development"
+
+ +
+ + + +
+
#   + + + Config() +
+ + + + +
+
+
#   + + ENV = 'development' +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/full.html b/docs/web/static/python_api/mephisto/client/full.html new file mode 100644 index 000000000..fa0413d8d --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/full.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.client.full API documentation + + + + + + + + + +
+
+

+mephisto.client.full

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/full/server.html b/docs/web/static/python_api/mephisto/client/full/server.html new file mode 100644 index 000000000..48b15f3d1 --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/full/server.html @@ -0,0 +1,370 @@ + + + + + + + + + mephisto.client.full.server API documentation + + + + + + + + + +
+
+

+mephisto.client.full.server

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from flask import Flask, send_file, jsonify  # type: ignore
+from mephisto.client.config import Config
+from mephisto.client.api import api
+from mephisto.operations.operator import Operator
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+
+import os
+import atexit
+import signal
+
+
+def main():
+    app = Flask(
+        __name__, static_url_path="/static", static_folder="webapp/build/static"
+    )
+    app.config.from_object(Config)
+
+    app.register_blueprint(api, url_prefix="/api/v1")
+
+    # Register extensions
+    db = LocalMephistoDB()
+    operator = Operator(db)
+    if not hasattr(app, "extensions"):
+        app.extensions = {}
+    app.extensions["db"] = db
+    app.extensions["operator"] = operator
+
+    @app.route("/", defaults={"path": "index.html"})
+    @app.route("/<path:path>")
+    def index(path):
+        return send_file(os.path.join("webapp", "build", "index.html"))
+
+    @app.after_request
+    def after_request(response):
+        response.headers.add("Access-Control-Allow-Origin", "*")
+        response.headers.add(
+            "Access-Control-Allow-Headers", "Content-Type,Authorization"
+        )
+        response.headers.add(
+            "Access-Control-Allow-Methods", "GET,PUT,POST,DELETE,OPTIONS"
+        )
+        response.headers.add("Cache-Control", "no-store")
+        return response
+
+    term_handler = signal.getsignal(signal.SIGINT)
+
+    def cleanup_resources(*args, **kwargs):
+        operator.shutdown()
+        db.shutdown()
+        term_handler(*args, **kwargs)
+
+    atexit.register(cleanup_resources)
+    signal.signal(signal.SIGINT, cleanup_resources)
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    app = Flask(
+        __name__, static_url_path="/static", static_folder="webapp/build/static"
+    )
+    app.config.from_object(Config)
+
+    app.register_blueprint(api, url_prefix="/api/v1")
+
+    # Register extensions
+    db = LocalMephistoDB()
+    operator = Operator(db)
+    if not hasattr(app, "extensions"):
+        app.extensions = {}
+    app.extensions["db"] = db
+    app.extensions["operator"] = operator
+
+    @app.route("/", defaults={"path": "index.html"})
+    @app.route("/<path:path>")
+    def index(path):
+        return send_file(os.path.join("webapp", "build", "index.html"))
+
+    @app.after_request
+    def after_request(response):
+        response.headers.add("Access-Control-Allow-Origin", "*")
+        response.headers.add(
+            "Access-Control-Allow-Headers", "Content-Type,Authorization"
+        )
+        response.headers.add(
+            "Access-Control-Allow-Methods", "GET,PUT,POST,DELETE,OPTIONS"
+        )
+        response.headers.add("Cache-Control", "no-store")
+        return response
+
+    term_handler = signal.getsignal(signal.SIGINT)
+
+    def cleanup_resources(*args, **kwargs):
+        operator.shutdown()
+        db.shutdown()
+        term_handler(*args, **kwargs)
+
+    atexit.register(cleanup_resources)
+    signal.signal(signal.SIGINT, cleanup_resources)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/review.html b/docs/web/static/python_api/mephisto/client/review.html new file mode 100644 index 000000000..45f2a7343 --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/review.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.client.review API documentation + + + + + + + + + +
+
+

+mephisto.client.review

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/client/review/review_server.html b/docs/web/static/python_api/mephisto/client/review/review_server.html new file mode 100644 index 000000000..4f2ea09be --- /dev/null +++ b/docs/web/static/python_api/mephisto/client/review/review_server.html @@ -0,0 +1,1017 @@ + + + + + + + + + mephisto.client.review.review_server API documentation + + + + + + + + + +
+
+

+mephisto.client.review.review_server

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from flask import Flask, Blueprint, send_file, jsonify, request  # type: ignore
+from datetime import datetime
+import os
+import atexit
+import signal
+import csv
+import sys
+import time
+import threading
+import urllib.parse
+import collections
+import math
+
+
+def run(
+    build_dir,
+    port,
+    output,
+    csv_headers,
+    json=False,
+    database_task_name=None,
+    all_data=False,
+    debug=False,
+    assets_dir=None,
+):
+    global index_file, app
+    global ready_for_next, current_data, finished, index_file
+    global counter
+    global all_data_list, datalist_update_time
+
+    RESULTS_PER_PAGE_DEFAULT = 10
+    TIMEOUT_IN_SECONDS = 300
+    USE_TIMEOUT = True
+    MODE = "ALL" if all_data else "OBO"
+    RESULT_SUCCESS = "SUCCESS"
+    RESULT_ERROR = "ERROR"
+
+    DataQueryResult = collections.namedtuple(
+        "DataQueryResult", ["data_list", "total_pages"]
+    )
+
+    if not debug or output == "":
+        # disable noisy logging of flask, https://stackoverflow.com/a/18379764
+        import logging
+
+        flask_log = logging.getLogger("werkzeug")
+        flask_log.disabled = True
+        flask_cli = sys.modules["flask.cli"]
+        flask_cli.show_server_banner = lambda *x: None
+
+    app = Flask(
+        __name__,
+        root_path=os.getcwd(),
+        static_url_path="/static",
+        static_folder=build_dir + "/static",
+    )
+
+    if assets_dir:
+        assets_blueprint = Blueprint(
+            "additional_assets",
+            __name__,
+            static_url_path="/assets",
+            static_folder=assets_dir,
+        )
+        app.register_blueprint(assets_blueprint)
+
+    def json_reader(f):
+        import json
+
+        for jsonline in f:
+            yield json.loads(jsonline)
+
+    def mephistoDBReader():
+        from mephisto.abstractions.databases.local_database import LocalMephistoDB
+        from mephisto.tools.data_browser import DataBrowser as MephistoDataBrowser
+
+        db = LocalMephistoDB()
+        mephisto_data_browser = MephistoDataBrowser(db=db)
+
+        units = mephisto_data_browser.get_units_for_task_name(database_task_name)
+        for unit in units:
+            yield mephisto_data_browser.get_data_from_unit(unit)
+
+    def consume_data():
+        """For use in "one-by-one" or default mode. Runs on a seperate thread to consume mephisto review data line by line and update global variables to temporarily store this data"""
+        global ready_for_next, current_data, finished, counter
+
+        if database_task_name is not None:
+            data_source = mephistoDBReader()
+        elif json:
+            data_source = json_reader(iter(sys.stdin.readline, ""))
+        else:
+            data_source = csv.reader(iter(sys.stdin.readline, ""))
+            if csv_headers:
+                next(data_source)
+
+        finished = False
+        counter = 0
+        for row in data_source:
+            ready_for_next = threading.Event()
+            current_data = row
+            counter += 1
+            ready_for_next.wait()
+        finished = True
+
+    def consume_all_data(page, results_per_page=RESULTS_PER_PAGE_DEFAULT, filters=None):
+        """
+        For use in "all" mode.
+        Returns:
+            A DataQueryResult type namedtuple consisting of a filtered list of all data or a page of all data
+            as well as the total pages of data available.
+            The list of data is stored in DataQueryResult.data_list.
+            The total number of pages is stored in DataQueryResult.total_pages.
+        Params:
+            page: 1 indexed page number integer
+            results_per_page: maximum number of results per page
+            filters: keywords or sentences to filter data for. must be a list
+        """
+        global all_data_list, datalist_update_time
+        paginated = type(page) is int
+        if paginated:
+            assert page > 0, "Page number should be a positive 1 indexed integer."
+            assert (
+                type(results_per_page) is int and results_per_page > 0
+            ), "results_per_page should be a positive integer"
+
+        first_index = (page - 1) * results_per_page if paginated else 0
+
+        if database_task_name is not None:
+            # If differnce in time since the last update to the data list is over 5 minutes, update list again
+            # This can only be done for usage with mephistoDB as standard input is exhausted when originally creating the list
+            now = datetime.now()
+            if (
+                USE_TIMEOUT
+                and (now - datalist_update_time).total_seconds() > TIMEOUT_IN_SECONDS
+            ):
+                refresh_all_list_data()
+
+        filtered_data_list = all_data_list
+        if type(filters) is list:
+            filtered_data_list = [
+                item
+                for item in all_data_list
+                if all(word.lower() in str(item["data"]).lower() for word in filters)
+            ]
+        list_len = len(filtered_data_list)
+        total_pages = math.ceil(list_len / results_per_page) if paginated else 1
+
+        if paginated:
+            if first_index > list_len - 1:
+                filtered_data_list = []
+            else:
+                results_per_page = (
+                    min(first_index + results_per_page, list_len) - first_index
+                )
+                if results_per_page < 0:
+                    filtered_data_list = []
+                else:
+                    filtered_data_list = filtered_data_list[
+                        first_index : first_index + results_per_page
+                    ]
+
+        return DataQueryResult(filtered_data_list, total_pages)
+
+    def refresh_all_list_data():
+        """For use in "all" mode. Refreshes all data list when the data source is mephistoDB, allowing for new entries in the db to be included in the review"""
+        global all_data_list, datalist_update_time
+        data_source = mephistoDBReader()
+        all_data_list = []
+        count = 0
+        for row in data_source:
+            all_data_list.append({"data": row, "id": count})
+            count += 1
+        datalist_update_time = datetime.now()
+
+    @app.route("/data_for_current_task")
+    def data():
+        """
+        *** DEPRECATED ***
+        For use in "one-by-one" or default mode.
+        Based on global variables set by the consume_data method returns the piece of data currently being reviewed.
+        If there is no more data being reviewed the app is shut down.
+        """
+        global current_data, finished
+        if all_data:
+            return jsonify(
+                {
+                    "error": 'mephisto review is in all mode, please get data by sending a GET request to "/data/:id"'
+                }
+            )
+        if finished:
+            func = request.environ.get("werkzeug.server.shutdown")
+            if func is None:
+                raise RuntimeError("Not running with the Werkzeug Server")
+            func()
+
+        return jsonify(
+            {"finished": finished, "data": current_data if not finished else None}
+        )
+
+    @app.route("/submit_current_task", methods=["GET", "POST"])
+    def next_task():
+        """
+        *** DEPRECATED ***
+        For use in "one-by-one" or default mode.
+        This route allows users to submit reviews for tasks.
+        All review data must be contained within the body of the request.
+        The review data is written directly to the output file specified in mephisto review.
+        """
+        global current_data, ready_for_next, finished, counter
+        if all_data:
+            return jsonify(
+                {
+                    "error": 'mephisto review is in all mode, please submit reviews by sending a POST request to "/data/:id"'
+                }
+            )
+        result = (
+            request.get_json(force=True)
+            if request.method == "POST"
+            else request.args.get("result")
+        )
+
+        if output == "":
+            print("{}".format(result))
+            sys.stdout.flush()
+        else:
+            with open(output, "a+") as f:
+                f.write("{}\n".format(result))
+
+        ready_for_next.set()
+        time.sleep(0)
+        return jsonify({"finished": finished, "counter": counter})
+
+    @app.route("/data/<id>", methods=["GET", "POST"])
+    def task_data_by_id(id):
+        """
+        This route takes a parameter of the id of an item being reviewed.
+        This id represents the index (beginning at 0) of the item in the list of items being reviewed.
+        If this route receives a GET request the data of the item at that position in the list of review items is returned.
+        If this route receives a POST request a review is written for the item at the given index based on the body of JSON in the request.
+        Accordingly for POST requests all review data must be in the JSON body of the request.
+        The JSON for the review is written directly into the output file specified for mephisto review.
+        """
+        global finished, current_data, ready_for_next, counter, all_data_list
+        id = int(id) if type(id) is int or (type(id) is str and id.isdigit()) else None
+        if request.method == "GET":
+            if all_data:
+                list_len = len(all_data_list)
+                if id is None or id < 0 or id >= list_len:
+                    return jsonify(
+                        {"error": f"Data with ID: {id} does not exist", "mode": MODE}
+                    )
+                return jsonify({"data": all_data_list[id], "mode": MODE})
+            else:
+                if id is None or id != counter - 1:
+                    return jsonify(
+                        {
+                            "error": f"Please review the data point with ID: {counter - 1}",
+                            "mode": MODE,
+                        }
+                    )
+                data = {
+                    "data": current_data if not finished else None,
+                    "id": counter - 1,
+                }
+                if finished:
+                    func = request.environ.get("werkzeug.server.shutdown")
+                    if func is None:
+                        raise RuntimeError("Not running with the Werkzeug Server")
+                    func()
+                return jsonify(
+                    {
+                        "finished": finished,
+                        "data": data,
+                        "mode": MODE,
+                    }
+                )
+        else:
+            review = request.get_json(force=True)
+            if output == "":
+                print("ID: {}, REVIEW: {}".format(id, review))
+                sys.stdout.flush()
+            else:
+                with open(output, "a+") as f:
+                    f.write("ID: {}, REVIEW: {}\n".format(id, review))
+            if not all_data:
+                ready_for_next.set()
+                time.sleep(0)
+            return jsonify(
+                {"result": RESULT_SUCCESS, "finished": finished, "mode": MODE}
+            )
+
+    @app.route("/data")
+    def all_task_data():
+        """
+        This route returns the list of all data being reviewed if the app is in "all" mode.
+        Otherwise this route returns the id and data of the item currently being reviewed in "one-by-one" or standard mode.
+        The id in the response refers to the index (beginning at 0) of the item being reviewed in the list of all items being reviewed.
+        Params:
+            page: 1 indexed page number for results
+            results_per_page: number of results to show per page, must be positive integer
+            filters: string representing keywords or senteces results must contain.
+                Filters must be comma separated and spaced must be denoted by '%20'
+        """
+        global counter, current_data, all_data_list, finished
+        if all_data:
+            page = request.args.get("page", default=None, type=int)
+            results_per_page = request.args.get(
+                "results_per_page", default=RESULTS_PER_PAGE_DEFAULT, type=int
+            )
+            filters_str = request.args.get("filters", default=None, type=str)
+            filters = None
+            if type(filters_str) is str:
+                filters_str = urllib.parse.unquote(filters_str)
+                filters = filters_str.split(",")
+                filters = [filt.strip() for filt in filters]
+            try:
+                data = consume_all_data(page, results_per_page, filters)
+                return jsonify(
+                    {
+                        "data": data.data_list,
+                        "mode": MODE,
+                        "total_pages": data.total_pages,
+                    }
+                )
+            except AssertionError as ae:
+                print(f"Error: {ae.args[0]}")
+                sys.stdout.flush()
+                return jsonify({"error": ae.args[0], "mode": MODE})
+        else:
+            data = {"data": current_data if not finished else None, "id": counter - 1}
+            return jsonify({"data": data, "mode": MODE, "finished": finished})
+
+    @app.route("/", defaults={"id": None})
+    @app.route("/<id>")
+    def index(id):
+        global index_file
+        return send_file(build_dir + "/index.html")
+
+    @app.after_request
+    def after_request(response):
+        response.headers.add("Access-Control-Allow-Origin", "*")
+        response.headers.add(
+            "Access-Control-Allow-Headers", "Content-Type,Authorization"
+        )
+        response.headers.add(
+            "Access-Control-Allow-Methods", "GET,PUT,POST,DELETE,OPTIONS"
+        )
+        response.headers.add("Cache-Control", "no-store")
+        return response
+
+    if all_data:
+        # if reading all data points, all data is loaded into memory before the app starts
+        if database_task_name is not None:
+            data_source = mephistoDBReader()
+        elif json:
+            data_source = json_reader(iter(sys.stdin.readline, ""))
+        else:
+            data_source = csv.reader(iter(sys.stdin.readline, ""))
+            if csv_headers:
+                next(data_source)
+
+        all_data_list = []
+        count = 0
+        for row in data_source:
+            all_data_list.append({"data": row, "id": count})
+            count += 1
+        datalist_update_time = datetime.now()
+        finished = False
+    else:
+        thread = threading.Thread(target=consume_data, name="review-server-thread")
+        thread.start()
+    print("Running on http://127.0.0.1:{}/ (Press CTRL+C to quit)".format(port))
+    sys.stdout.flush()
+    app.run(debug=False, port=port)
+
+ +
+ +
+
+
#   + + + def + run( + build_dir, + port, + output, + csv_headers, + json=False, + database_task_name=None, + all_data=False, + debug=False, + assets_dir=None +): +
+ +
+ View Source + 
def run(
+    build_dir,
+    port,
+    output,
+    csv_headers,
+    json=False,
+    database_task_name=None,
+    all_data=False,
+    debug=False,
+    assets_dir=None,
+):
+    global index_file, app
+    global ready_for_next, current_data, finished, index_file
+    global counter
+    global all_data_list, datalist_update_time
+
+    RESULTS_PER_PAGE_DEFAULT = 10
+    TIMEOUT_IN_SECONDS = 300
+    USE_TIMEOUT = True
+    MODE = "ALL" if all_data else "OBO"
+    RESULT_SUCCESS = "SUCCESS"
+    RESULT_ERROR = "ERROR"
+
+    DataQueryResult = collections.namedtuple(
+        "DataQueryResult", ["data_list", "total_pages"]
+    )
+
+    if not debug or output == "":
+        # disable noisy logging of flask, https://stackoverflow.com/a/18379764
+        import logging
+
+        flask_log = logging.getLogger("werkzeug")
+        flask_log.disabled = True
+        flask_cli = sys.modules["flask.cli"]
+        flask_cli.show_server_banner = lambda *x: None
+
+    app = Flask(
+        __name__,
+        root_path=os.getcwd(),
+        static_url_path="/static",
+        static_folder=build_dir + "/static",
+    )
+
+    if assets_dir:
+        assets_blueprint = Blueprint(
+            "additional_assets",
+            __name__,
+            static_url_path="/assets",
+            static_folder=assets_dir,
+        )
+        app.register_blueprint(assets_blueprint)
+
+    def json_reader(f):
+        import json
+
+        for jsonline in f:
+            yield json.loads(jsonline)
+
+    def mephistoDBReader():
+        from mephisto.abstractions.databases.local_database import LocalMephistoDB
+        from mephisto.tools.data_browser import DataBrowser as MephistoDataBrowser
+
+        db = LocalMephistoDB()
+        mephisto_data_browser = MephistoDataBrowser(db=db)
+
+        units = mephisto_data_browser.get_units_for_task_name(database_task_name)
+        for unit in units:
+            yield mephisto_data_browser.get_data_from_unit(unit)
+
+    def consume_data():
+        """For use in "one-by-one" or default mode. Runs on a seperate thread to consume mephisto review data line by line and update global variables to temporarily store this data"""
+        global ready_for_next, current_data, finished, counter
+
+        if database_task_name is not None:
+            data_source = mephistoDBReader()
+        elif json:
+            data_source = json_reader(iter(sys.stdin.readline, ""))
+        else:
+            data_source = csv.reader(iter(sys.stdin.readline, ""))
+            if csv_headers:
+                next(data_source)
+
+        finished = False
+        counter = 0
+        for row in data_source:
+            ready_for_next = threading.Event()
+            current_data = row
+            counter += 1
+            ready_for_next.wait()
+        finished = True
+
+    def consume_all_data(page, results_per_page=RESULTS_PER_PAGE_DEFAULT, filters=None):
+        """
+        For use in "all" mode.
+        Returns:
+            A DataQueryResult type namedtuple consisting of a filtered list of all data or a page of all data
+            as well as the total pages of data available.
+            The list of data is stored in DataQueryResult.data_list.
+            The total number of pages is stored in DataQueryResult.total_pages.
+        Params:
+            page: 1 indexed page number integer
+            results_per_page: maximum number of results per page
+            filters: keywords or sentences to filter data for. must be a list
+        """
+        global all_data_list, datalist_update_time
+        paginated = type(page) is int
+        if paginated:
+            assert page > 0, "Page number should be a positive 1 indexed integer."
+            assert (
+                type(results_per_page) is int and results_per_page > 0
+            ), "results_per_page should be a positive integer"
+
+        first_index = (page - 1) * results_per_page if paginated else 0
+
+        if database_task_name is not None:
+            # If differnce in time since the last update to the data list is over 5 minutes, update list again
+            # This can only be done for usage with mephistoDB as standard input is exhausted when originally creating the list
+            now = datetime.now()
+            if (
+                USE_TIMEOUT
+                and (now - datalist_update_time).total_seconds() > TIMEOUT_IN_SECONDS
+            ):
+                refresh_all_list_data()
+
+        filtered_data_list = all_data_list
+        if type(filters) is list:
+            filtered_data_list = [
+                item
+                for item in all_data_list
+                if all(word.lower() in str(item["data"]).lower() for word in filters)
+            ]
+        list_len = len(filtered_data_list)
+        total_pages = math.ceil(list_len / results_per_page) if paginated else 1
+
+        if paginated:
+            if first_index > list_len - 1:
+                filtered_data_list = []
+            else:
+                results_per_page = (
+                    min(first_index + results_per_page, list_len) - first_index
+                )
+                if results_per_page < 0:
+                    filtered_data_list = []
+                else:
+                    filtered_data_list = filtered_data_list[
+                        first_index : first_index + results_per_page
+                    ]
+
+        return DataQueryResult(filtered_data_list, total_pages)
+
+    def refresh_all_list_data():
+        """For use in "all" mode. Refreshes all data list when the data source is mephistoDB, allowing for new entries in the db to be included in the review"""
+        global all_data_list, datalist_update_time
+        data_source = mephistoDBReader()
+        all_data_list = []
+        count = 0
+        for row in data_source:
+            all_data_list.append({"data": row, "id": count})
+            count += 1
+        datalist_update_time = datetime.now()
+
+    @app.route("/data_for_current_task")
+    def data():
+        """
+        *** DEPRECATED ***
+        For use in "one-by-one" or default mode.
+        Based on global variables set by the consume_data method returns the piece of data currently being reviewed.
+        If there is no more data being reviewed the app is shut down.
+        """
+        global current_data, finished
+        if all_data:
+            return jsonify(
+                {
+                    "error": 'mephisto review is in all mode, please get data by sending a GET request to "/data/:id"'
+                }
+            )
+        if finished:
+            func = request.environ.get("werkzeug.server.shutdown")
+            if func is None:
+                raise RuntimeError("Not running with the Werkzeug Server")
+            func()
+
+        return jsonify(
+            {"finished": finished, "data": current_data if not finished else None}
+        )
+
+    @app.route("/submit_current_task", methods=["GET", "POST"])
+    def next_task():
+        """
+        *** DEPRECATED ***
+        For use in "one-by-one" or default mode.
+        This route allows users to submit reviews for tasks.
+        All review data must be contained within the body of the request.
+        The review data is written directly to the output file specified in mephisto review.
+        """
+        global current_data, ready_for_next, finished, counter
+        if all_data:
+            return jsonify(
+                {
+                    "error": 'mephisto review is in all mode, please submit reviews by sending a POST request to "/data/:id"'
+                }
+            )
+        result = (
+            request.get_json(force=True)
+            if request.method == "POST"
+            else request.args.get("result")
+        )
+
+        if output == "":
+            print("{}".format(result))
+            sys.stdout.flush()
+        else:
+            with open(output, "a+") as f:
+                f.write("{}\n".format(result))
+
+        ready_for_next.set()
+        time.sleep(0)
+        return jsonify({"finished": finished, "counter": counter})
+
+    @app.route("/data/<id>", methods=["GET", "POST"])
+    def task_data_by_id(id):
+        """
+        This route takes a parameter of the id of an item being reviewed.
+        This id represents the index (beginning at 0) of the item in the list of items being reviewed.
+        If this route receives a GET request the data of the item at that position in the list of review items is returned.
+        If this route receives a POST request a review is written for the item at the given index based on the body of JSON in the request.
+        Accordingly for POST requests all review data must be in the JSON body of the request.
+        The JSON for the review is written directly into the output file specified for mephisto review.
+        """
+        global finished, current_data, ready_for_next, counter, all_data_list
+        id = int(id) if type(id) is int or (type(id) is str and id.isdigit()) else None
+        if request.method == "GET":
+            if all_data:
+                list_len = len(all_data_list)
+                if id is None or id < 0 or id >= list_len:
+                    return jsonify(
+                        {"error": f"Data with ID: {id} does not exist", "mode": MODE}
+                    )
+                return jsonify({"data": all_data_list[id], "mode": MODE})
+            else:
+                if id is None or id != counter - 1:
+                    return jsonify(
+                        {
+                            "error": f"Please review the data point with ID: {counter - 1}",
+                            "mode": MODE,
+                        }
+                    )
+                data = {
+                    "data": current_data if not finished else None,
+                    "id": counter - 1,
+                }
+                if finished:
+                    func = request.environ.get("werkzeug.server.shutdown")
+                    if func is None:
+                        raise RuntimeError("Not running with the Werkzeug Server")
+                    func()
+                return jsonify(
+                    {
+                        "finished": finished,
+                        "data": data,
+                        "mode": MODE,
+                    }
+                )
+        else:
+            review = request.get_json(force=True)
+            if output == "":
+                print("ID: {}, REVIEW: {}".format(id, review))
+                sys.stdout.flush()
+            else:
+                with open(output, "a+") as f:
+                    f.write("ID: {}, REVIEW: {}\n".format(id, review))
+            if not all_data:
+                ready_for_next.set()
+                time.sleep(0)
+            return jsonify(
+                {"result": RESULT_SUCCESS, "finished": finished, "mode": MODE}
+            )
+
+    @app.route("/data")
+    def all_task_data():
+        """
+        This route returns the list of all data being reviewed if the app is in "all" mode.
+        Otherwise this route returns the id and data of the item currently being reviewed in "one-by-one" or standard mode.
+        The id in the response refers to the index (beginning at 0) of the item being reviewed in the list of all items being reviewed.
+        Params:
+            page: 1 indexed page number for results
+            results_per_page: number of results to show per page, must be positive integer
+            filters: string representing keywords or senteces results must contain.
+                Filters must be comma separated and spaced must be denoted by '%20'
+        """
+        global counter, current_data, all_data_list, finished
+        if all_data:
+            page = request.args.get("page", default=None, type=int)
+            results_per_page = request.args.get(
+                "results_per_page", default=RESULTS_PER_PAGE_DEFAULT, type=int
+            )
+            filters_str = request.args.get("filters", default=None, type=str)
+            filters = None
+            if type(filters_str) is str:
+                filters_str = urllib.parse.unquote(filters_str)
+                filters = filters_str.split(",")
+                filters = [filt.strip() for filt in filters]
+            try:
+                data = consume_all_data(page, results_per_page, filters)
+                return jsonify(
+                    {
+                        "data": data.data_list,
+                        "mode": MODE,
+                        "total_pages": data.total_pages,
+                    }
+                )
+            except AssertionError as ae:
+                print(f"Error: {ae.args[0]}")
+                sys.stdout.flush()
+                return jsonify({"error": ae.args[0], "mode": MODE})
+        else:
+            data = {"data": current_data if not finished else None, "id": counter - 1}
+            return jsonify({"data": data, "mode": MODE, "finished": finished})
+
+    @app.route("/", defaults={"id": None})
+    @app.route("/<id>")
+    def index(id):
+        global index_file
+        return send_file(build_dir + "/index.html")
+
+    @app.after_request
+    def after_request(response):
+        response.headers.add("Access-Control-Allow-Origin", "*")
+        response.headers.add(
+            "Access-Control-Allow-Headers", "Content-Type,Authorization"
+        )
+        response.headers.add(
+            "Access-Control-Allow-Methods", "GET,PUT,POST,DELETE,OPTIONS"
+        )
+        response.headers.add("Cache-Control", "no-store")
+        return response
+
+    if all_data:
+        # if reading all data points, all data is loaded into memory before the app starts
+        if database_task_name is not None:
+            data_source = mephistoDBReader()
+        elif json:
+            data_source = json_reader(iter(sys.stdin.readline, ""))
+        else:
+            data_source = csv.reader(iter(sys.stdin.readline, ""))
+            if csv_headers:
+                next(data_source)
+
+        all_data_list = []
+        count = 0
+        for row in data_source:
+            all_data_list.append({"data": row, "id": count})
+            count += 1
+        datalist_update_time = datetime.now()
+        finished = False
+    else:
+        thread = threading.Thread(target=consume_data, name="review-server-thread")
+        thread.start()
+    print("Running on http://127.0.0.1:{}/ (Press CTRL+C to quit)".format(port))
+    sys.stdout.flush()
+    app.run(debug=False, port=port)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model.html b/docs/web/static/python_api/mephisto/data_model.html new file mode 100644 index 000000000..faa71e237 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model.html @@ -0,0 +1,351 @@ + + + + + + + + + mephisto.data_model API documentation + + + + + + + + + +
+
+

+mephisto.data_model

+ +

Data Model

+ +

This folder contains classes that generally represent the lowest levels of abstraction in Mephisto, lying as closely to the actual data as possible.

+ +

Philosophy

+ +

The mephisto data model consists of important classes to formalize some of the concepts that are required for interacting with tasks, crowdsourcing providers, workers, etc. These classes try to abstract away some of the underlying convenience of working with mephisto into a common location, and are designed both to be extended from (in the form of creating child classes for specialized cases, or for the purpose of testing) and behind (like eventually supporting a common database for organizational use). All of the classes are to be database-backed, in that creation of these objects should populate the database, and most content will be linked through there. In this way, the state is maintained by the database, and the objects are collections of convenience methods for interacting with the underlying data model.

+ +

Note: This abstraction is broken specifically in the case of Agents that are currently in a task, as their running task world relies on the specific Agent instance that is currently being tracked and updated by the WorkerPool.

+ +

Database-backed Base Classes

+ +

The following classes are the units of Mephisto, in that they keep track of what mephisto is doing, where things are stored, history of workers, etc. The rest of the system in general should only be utilizing these classes to make any operations, allowing them to be a strong abstraction layer.

+ +

Project

+ +

High level project that many crowdsourcing tasks may be related to. Useful for budgeting and grouping tasks for a review perspective. They are primarily a bookkeeping tool. At the moment they are fairly under-implemented, but can certainly be extended.

+ +

Task

+ +

The Task class is required to create a group of TaskRuns for the purpose of aggregation and bookkeeping. Much of what is present in the current Task implementation can be deprecated. Much of the functionality here for ensuring that a task has common arguments and correct components is now stored in the Blueprint concept.

+ +

Eventually the Task code can be deprecated and replaced with useful aggregation functionality across TaskRuns within.

+ +

TaskRun

+ +

This class keeps track of the configuration options and all assignments associated with an individual launch of a task. It also provides utility functions for ensuring workers can be assigned units (get_valid_units_for_worker, reserve_unit).

+ +

Generally has 3 states:

+ +
    +
  • Setup (not yet launched, _has_assignments=False, _is_completed=False): Before launch while the Mephisto architecture is still building the components required to launch this run.
    • +
  • In Flight (launched, _has_assignments=True, _is_completed=False): After launch, when tasks are still in flight and may still be updating statuses.
    • +
  • Completed (all tasks done/expired, _has_assignments=True, _is_completed=True): Once a task run is fully complete and no tasks will be launched anymore, it's ready for review.
    • +
+ +

Configuration parameters for launching a specific run are stored in the form of a json dump of the configuration file provided for the launch.

+ +

Assignment

+ +

This class represents a single unit of work, or a thing that needs to be done. This can be something like "annotate this specific image" or "Have a conversation between two specified characters." It can be seen as an individual instantiation of the more general Task described above. As it is mostly captured by the Blueprint running the task, the only remaining components are knowing where the data is stored (get_assignment_data), tracking the assignment status (get_status) and knowing which Workers and Units are associated with that progress.

+ +

Unit

+ +

This class represents the role that an individual fills in completing an assignment. An individual worker should only complete one Unit per assignment, which covers the idea of having multiple people in a conversation, or different annotators for a specific task. The Unit is the first abstract class that needs to be synced with a CrowdProvider, as in order to know the status of the work (generally if it's ongoing or disconnected or such), it may be necessary to talk to an external provider.

+ +

Worker

+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user. Workers can be blocked, unblocked, and bonused. You can also get all of the Agents associated with a worker. Ultimately, Workers are tightly coupled with a CrowdProvider, as the identity of a person is tied to where we get them from.

+ +

Agent

+ +

This class encompasses a worker as they are working on an individual assignment. It maintains details for the current task at hand such as start and end time, connection status, etc. Generally this is an abstraction the worker operating at a frontend and the backend interactions. The WorkerPool and ClientIOHandler classese are responsible for maintaining most of that abstraction, so this class mostly needs to implement ways to approve and reject work, as well as get a work's status or mark it as done when the final work is received.

+ +

Requester

+ +

This class encompasses your identity as it is known by a CrowdProvider you intend to launch tasks on. It keeps track of some metadata on your account (such as your budget) but also some Mephisto usage statistics (such as amount spent in total from that requester).

+ +

Qualification and GrantedQualification

+ +

These classes act as a method for assigning Mephisto-backed qualifications to workers in a manner such that the same qualifications can be used across multiple different crowd providers, or with crowd providers that don't normally provide a method for granting qualifications before a worker connects.

+ +

Non-Database backed abstractions

+ +

Some classes in the data model aren't backed by the data model because they are generally lightweight views of existing data or transient containers.

+ +

Packet

+ +

Encapsulates messages being sent from the ClientIOhandler to any Mephisto server.

+ +

Constants

+ +

Some Mephisto constants that are able to standardize values across multiple classes live in the data model within the contants folder.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/_db_backed_meta.html b/docs/web/static/python_api/mephisto/data_model/_db_backed_meta.html new file mode 100644 index 000000000..abd56aabb --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/_db_backed_meta.html @@ -0,0 +1,657 @@ + + + + + + + + + mephisto.data_model._db_backed_meta API documentation + + + + + + + + + +
+
+

+mephisto.data_model._db_backed_meta

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import asyncio
+from functools import partial
+from typing import List, Optional, Tuple, Mapping, Dict, Any, TYPE_CHECKING
+
+from abc import ABCMeta
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+
+
+def base_db_backed_call(my_super, cls, a, kw):
+    """
+    Metaclass __call__ method, pulled out so we can have separate
+    versions with and without ABCMeta.
+
+    Checks the database first for an optimized load, then loads
+    normally, then caches the result if desired
+    """
+    db = a[0]
+    db_id = a[1]
+    row = kw.get("row")
+    loaded_val = db.optimized_load(cls, db_id, row)
+    if loaded_val is None:
+        loaded_val = my_super.__call__(*a, **kw)
+        db.cache_result(cls, loaded_val)
+    return loaded_val
+
+
+class MephistoDBBackedABCMeta(ABCMeta):
+    """
+    Metaclass that overrides `call` to allow the current `MephistoDB` an
+    opportunity to do an optimized load if desired. Provides more control
+    over the creation of objects than normal.
+
+    Extends ABCMeta, so that we can use this for the abstract classes
+    """
+
+    def __call__(cls, *a, **kw):
+        return base_db_backed_call(super(), cls, a, kw)
+
+
+class MephistoDBBackedMeta(type):
+    """
+    Metaclass that overrides `call` to allow the current `MephistoDB` an
+    opportunity to do an optimized load if desired. Provides more control
+    over the creation of objects than normal.
+    """
+
+    def __call__(cls, *a, **kw):
+        return base_db_backed_call(super(), cls, a, kw)
+
+
+class MephistoDataModelComponentMixin:
+    """
+    Mixin that provides the `get` method for classes in the Mephisto data model
+    """
+
+    @classmethod
+    def get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        loaded_val = db.optimized_load(cls, db_id, row)
+        if loaded_val is None:
+            loaded_val = cls.__call__(db, db_id, row=row, _used_new_call=True)
+            db.cache_result(cls, loaded_val)
+        return loaded_val
+
+    @classmethod
+    async def async_get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Async wrapper for retrieving from the db. In the future, if a db implements
+        a different get method, will call that instead.
+        """
+        loop = asyncio.get_running_loop()
+        return await loop.run_in_executor(
+            None,
+            partial(
+                cls.get,
+                db,
+                db_id,
+                row=row,
+            ),
+        )
+
+ +
+ +
+
+
#   + + + def + base_db_backed_call(my_super, cls, a, kw): +
+ +
+ View Source + 
def base_db_backed_call(my_super, cls, a, kw):
+    """
+    Metaclass __call__ method, pulled out so we can have separate
+    versions with and without ABCMeta.
+
+    Checks the database first for an optimized load, then loads
+    normally, then caches the result if desired
+    """
+    db = a[0]
+    db_id = a[1]
+    row = kw.get("row")
+    loaded_val = db.optimized_load(cls, db_id, row)
+    if loaded_val is None:
+        loaded_val = my_super.__call__(*a, **kw)
+        db.cache_result(cls, loaded_val)
+    return loaded_val
+
+ +
+ +

Metaclass __call__ method, pulled out so we can have separate +versions with and without ABCMeta.

+ +

Checks the database first for an optimized load, then loads +normally, then caches the result if desired

+
+ + +
+
+
+ #   + + + class + MephistoDBBackedABCMeta(abc.ABCMeta): +
+ +
+ View Source + 
class MephistoDBBackedABCMeta(ABCMeta):
+    """
+    Metaclass that overrides `call` to allow the current `MephistoDB` an
+    opportunity to do an optimized load if desired. Provides more control
+    over the creation of objects than normal.
+
+    Extends ABCMeta, so that we can use this for the abstract classes
+    """
+
+    def __call__(cls, *a, **kw):
+        return base_db_backed_call(super(), cls, a, kw)
+
+ +
+ +

Metaclass that overrides call to allow the current MephistoDB an +opportunity to do an optimized load if desired. Provides more control +over the creation of objects than normal.

+ +

Extends ABCMeta, so that we can use this for the abstract classes

+
+ + +
+
Inherited Members
+
+
builtins.type
+
type
+
mro
+ +
+
abc.ABCMeta
+
register
+ +
+
+
+
+
+
+ #   + + + class + MephistoDBBackedMeta(builtins.type): +
+ +
+ View Source + 
class MephistoDBBackedMeta(type):
+    """
+    Metaclass that overrides `call` to allow the current `MephistoDB` an
+    opportunity to do an optimized load if desired. Provides more control
+    over the creation of objects than normal.
+    """
+
+    def __call__(cls, *a, **kw):
+        return base_db_backed_call(super(), cls, a, kw)
+
+ +
+ +

Metaclass that overrides call to allow the current MephistoDB an +opportunity to do an optimized load if desired. Provides more control +over the creation of objects than normal.

+
+ + +
+
Inherited Members
+
+
builtins.type
+
type
+
mro
+ +
+
+
+
+
+
+ #   + + + class + MephistoDataModelComponentMixin: +
+ +
+ View Source + 
class MephistoDataModelComponentMixin:
+    """
+    Mixin that provides the `get` method for classes in the Mephisto data model
+    """
+
+    @classmethod
+    def get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        loaded_val = db.optimized_load(cls, db_id, row)
+        if loaded_val is None:
+            loaded_val = cls.__call__(db, db_id, row=row, _used_new_call=True)
+            db.cache_result(cls, loaded_val)
+        return loaded_val
+
+    @classmethod
+    async def async_get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Async wrapper for retrieving from the db. In the future, if a db implements
+        a different get method, will call that instead.
+        """
+        loop = asyncio.get_running_loop()
+        return await loop.run_in_executor(
+            None,
+            partial(
+                cls.get,
+                db,
+                db_id,
+                row=row,
+            ),
+        )
+
+ +
+ +

Mixin that provides the get method for classes in the Mephisto data model

+
+ + +
+
#   + + + MephistoDataModelComponentMixin() +
+ + + + +
+
+
#   + +
@classmethod
+ + def + get( + cls, + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +): +
+ +
+ View Source + 
    @classmethod
+    def get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        loaded_val = db.optimized_load(cls, db_id, row)
+        if loaded_val is None:
+            loaded_val = cls.__call__(db, db_id, row=row, _used_new_call=True)
+            db.cache_result(cls, loaded_val)
+        return loaded_val
+
+ +
+ + + +
+
+
#   + +
@classmethod
+ + async def + async_get( + cls, + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None +): +
+ +
+ View Source + 
    @classmethod
+    async def async_get(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        """
+        Async wrapper for retrieving from the db. In the future, if a db implements
+        a different get method, will call that instead.
+        """
+        loop = asyncio.get_running_loop()
+        return await loop.run_in_executor(
+            None,
+            partial(
+                cls.get,
+                db,
+                db_id,
+                row=row,
+            ),
+        )
+
+ +
+ +

Async wrapper for retrieving from the db. In the future, if a db implements +a different get method, will call that instead.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/agent.html b/docs/web/static/python_api/mephisto/data_model/agent.html new file mode 100644 index 000000000..6adb1b93a --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/agent.html @@ -0,0 +1,3306 @@ + + + + + + + + + mephisto.data_model.agent API documentation + + + + + + + + + +
+
+

+mephisto.data_model.agent

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from __future__ import annotations
+
+import os
+import threading
+from queue import Queue
+from uuid import uuid4
+from prometheus_client import Gauge  # type: ignore
+
+from abc import ABC, abstractmethod, abstractstaticmethod
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model.worker import Worker
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedABCMeta,
+    MephistoDataModelComponentMixin,
+)
+from mephisto.data_model.exceptions import (
+    AgentReturnedError,
+    AgentDisconnectedError,
+    AgentTimeoutError,
+    AgentShutdownError,
+)
+
+from typing import List, Optional, Tuple, Mapping, Dict, Any, cast, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.packet import Packet
+    from mephisto.data_model.task import Task
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.operations.datatypes import LiveTaskRun
+
+from mephisto.utils.logger_core import get_logger, warn_once
+
+logger = get_logger(name=__name__)
+
+
+ACTIVE_AGENT_STATUSES = Gauge(
+    "active_agent_statuses",
+    "Tracking of all units current statuses",
+    ["status", "agent_type"],
+)
+for status in AgentState.valid():
+    ACTIVE_AGENT_STATUSES.labels(status=status, agent_type="main")
+    ACTIVE_AGENT_STATUSES.labels(status=status, agent_type="onboarding")
+ACTIVE_WORKERS = Gauge(
+    "active_workers",
+    "Tracking of active workers and how many agents they have",
+    ["worker_id", "agent_type"],
+)
+
+
+# TODO(CLEAN) can probably refactor out some kind of AgentBase
+class Agent(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Agent and data model access via ...Agent(db, id) was "
+                "now deprecated in favor of calling Agent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.unit_id: str = row["unit_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.assignment_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._unit: Optional["Unit"] = None
+        self._assignment: Optional["Assignment"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization is deferred
+        self._state = None  # type: ignore
+
+    @property
+    def state(self) -> "AgentState":
+        if self._state is None:
+            self._state = AgentState(self)  # type: ignore
+        return cast("AgentState", self._state)
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+    def get_agent_id(self) -> str:
+        """Return this agent's id"""
+        return self.db_id
+
+    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+    def get_unit(self) -> "Unit":
+        """
+        Return the Unit that this agent is working on.
+        """
+        if self._unit is None:
+            from mephisto.data_model.unit import Unit
+
+            self._unit = Unit.get(self.db, self.unit_id)
+        return self._unit
+
+    def get_assignment(self) -> "Assignment":
+        """Return the assignment this agent is working on"""
+        if self._assignment is None:
+            if self._unit is not None:
+                self._assignment = self._unit.get_assignment()
+            else:
+                from mephisto.data_model.assignment import Assignment
+
+                self._assignment = Assignment.get(self.db, self.assignment_id)
+        return self._assignment
+
+    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            if self._unit is not None:
+                self._task_run = self._unit.get_task_run()
+            elif self._assignment is not None:
+                self._task_run = self._assignment.get_task_run()
+            else:
+                from mephisto.data_model.task_run import TaskRun
+
+                self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._unit is not None:
+                self._task = self._unit.get_task()
+            elif self._assignment is not None:
+                self._task = self._assignment.get_task()
+            elif self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        assignment_dir = self.get_assignment().get_data_dir()
+        return os.path.join(assignment_dir, self.db_id)
+
+    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.push_status_update(self)
+            )
+        if new_status in [
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+        ]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+            if old_status == AgentState.STATUS_WAITING:
+                # Waiting agents' unit can be reassigned, as no work
+                # has been done yet.
+                unit = self.get_unit()
+                logger.debug(f"Clearing {self} from {unit} for update to {new_status}")
+                unit.clear_assigned_agent()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="main").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="main").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(worker_id=self.worker_id, agent_type="main").dec()
+
+    @staticmethod
+    def _register_agent(
+        db: "MephistoDB", worker: Worker, unit: "Unit", provider_type: str
+    ) -> "Agent":
+        """
+        Create this agent in the mephisto db with the correct setup
+        """
+        unit._mark_agent_assignment()
+        db_id = db.new_agent(
+            worker.db_id,
+            unit.db_id,
+            unit.task_id,
+            unit.task_run_id,
+            unit.assignment_id,
+            unit.task_type,
+            provider_type,
+        )
+        a = Agent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="main"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="main").inc()
+        logger.debug(f"Registered new agent {a} for {unit}.")
+        a.update_status(AgentState.STATUS_ACCEPTED)
+        return a
+
+    # Specialized child cases may need to implement the following
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: Worker,
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        agent = cls.new(db, worker, unit)
+        unit.worker_id = worker.db_id
+        agent._unit = unit
+        return agent
+
+    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            # various disconnect cases
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if self._associated_live_run is not None:
+                    live_run = self.get_live_run()
+                    live_run.loop_wrap.execute_coro(
+                        live_run.worker_pool.push_status_update(self)
+                    )
+            self.db_status = row["status"]
+        return self.db_status
+
+    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes should implement the following methods
+
+    def approve_work(self) -> None:
+        """Approve the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def soft_reject_work(self) -> None:
+        """
+        Pay a worker for attempted work, but mark it as below the
+        quality bar for this assignment
+        """
+        # TODO(OWN) extend this method to assign a soft block
+        # qualification automatically if a threshold of
+        # soft rejects as a proportion of total accepts
+        # is exceeded
+        self.approve_work()
+        self.update_status(AgentState.STATUS_SOFT_REJECTED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def mark_done(self) -> None:
+        """
+        Take any required step with the crowd_provider to ensure that
+        the worker can submit their work and be marked as complete via
+        a call to get_status
+        """
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, unit: "Unit") -> "Agent":
+        """
+        Create an agent for this worker to be used for work on the given Unit.
+
+        Implementation should return the result of _register_agent when sure the agent
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+
+class OnboardingAgent(
+    MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta
+):
+    """
+    Onboarding agents are a special extension of agents used
+    in tasks that have a separate onboarding step. These agents
+    are designed to work without being linked to an explicit
+    unit, and instead are tied to the task run and task name.
+
+
+    Blueprints that require OnboardingAgents should implement an
+    OnboardingAgentState (to process the special task), and their
+    TaskRunners should have a run_onboarding and cleanup_onboarding
+    method.
+    """
+
+    DISPLAY_PREFIX = "onboarding_"
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct OnboardingAgent and data model access via OnboardingAgent(db, id) is "
+                "now deprecated in favor of calling OnboardingAgent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_onboarding_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["onboarding_agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.task_type: str = row["task_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization
+        self.state = AgentState(self)  # type: ignore
+
+    def get_agent_id(self) -> str:
+        """Return an id to use for onboarding agent requests"""
+        return f"{self.DISPLAY_PREFIX}{self.db_id}"
+
+    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+    @classmethod
+    def is_onboarding_id(cls, agent_id: str) -> bool:
+        """return if the given id is for an onboarding agent"""
+        return agent_id.startswith(cls.DISPLAY_PREFIX)
+
+    @classmethod
+    def get_db_id_from_agent_id(cls, agent_id: str) -> str:
+        """Extract the db_id for an onboarding_agent"""
+        assert agent_id.startswith(
+            cls.DISPLAY_PREFIX
+        ), f"Provided id {agent_id} is not an onboarding_id"
+        return agent_id[len(cls.DISPLAY_PREFIX) :]
+
+    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            from mephisto.data_model.task_run import TaskRun
+
+            self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        task_run_dir = self.get_task_run().get_run_dir()
+        return os.path.join(task_run_dir, "onboarding", self.get_agent_id())
+
+    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_onboarding_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            if new_status not in [
+                AgentState.STATUS_APPROVED,
+                AgentState.STATUS_REJECTED,
+            ]:
+                live_run = self.get_live_run()
+                live_run.loop_wrap.execute_coro(
+                    live_run.worker_pool.push_status_update(self)
+                )
+        if new_status in [AgentState.STATUS_RETURNED, AgentState.STATUS_DISCONNECT]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="onboarding").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="onboarding").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(
+                worker_id=self.worker_id, agent_type="onboarding"
+            ).dec()
+
+    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            # various disconnect cases
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_onboarding_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if row["status"] not in [
+                    AgentState.STATUS_APPROVED,
+                    AgentState.STATUS_REJECTED,
+                ]:
+                    if self._associated_live_run is not None:
+                        live_run = self.get_live_run()
+                        live_run.loop_wrap.execute_coro(
+                            live_run.worker_pool.push_status_update(self)
+                        )
+            self.db_status = row["status"]
+        return self.db_status
+
+    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, task_run: "TaskRun") -> "OnboardingAgent":
+        """
+        Create an OnboardingAgent for a worker to use as part of a task run
+        """
+        db_id = db.new_onboarding_agent(
+            worker.db_id, task_run.task_id, task_run.db_id, task_run.task_type
+        )
+        a = OnboardingAgent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="onboarding"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="onboarding").inc()
+        logger.debug(f"Registered new {a} for worker {worker}.")
+        return a
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+ +
+ +
+
+
+ #   + + + class + Agent(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Agent(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class encompasses a worker as they are working on an individual assignment.
+    It maintains details for the current task at hand such as start and end time,
+    connection status, etc.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Agent and data model access via ...Agent(db, id) was "
+                "now deprecated in favor of calling Agent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.unit_id: str = row["unit_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.assignment_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._unit: Optional["Unit"] = None
+        self._assignment: Optional["Assignment"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization is deferred
+        self._state = None  # type: ignore
+
+    @property
+    def state(self) -> "AgentState":
+        if self._state is None:
+            self._state = AgentState(self)  # type: ignore
+        return cast("AgentState", self._state)
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+    def get_agent_id(self) -> str:
+        """Return this agent's id"""
+        return self.db_id
+
+    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+    def get_unit(self) -> "Unit":
+        """
+        Return the Unit that this agent is working on.
+        """
+        if self._unit is None:
+            from mephisto.data_model.unit import Unit
+
+            self._unit = Unit.get(self.db, self.unit_id)
+        return self._unit
+
+    def get_assignment(self) -> "Assignment":
+        """Return the assignment this agent is working on"""
+        if self._assignment is None:
+            if self._unit is not None:
+                self._assignment = self._unit.get_assignment()
+            else:
+                from mephisto.data_model.assignment import Assignment
+
+                self._assignment = Assignment.get(self.db, self.assignment_id)
+        return self._assignment
+
+    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            if self._unit is not None:
+                self._task_run = self._unit.get_task_run()
+            elif self._assignment is not None:
+                self._task_run = self._assignment.get_task_run()
+            else:
+                from mephisto.data_model.task_run import TaskRun
+
+                self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._unit is not None:
+                self._task = self._unit.get_task()
+            elif self._assignment is not None:
+                self._task = self._assignment.get_task()
+            elif self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        assignment_dir = self.get_assignment().get_data_dir()
+        return os.path.join(assignment_dir, self.db_id)
+
+    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.push_status_update(self)
+            )
+        if new_status in [
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+        ]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+            if old_status == AgentState.STATUS_WAITING:
+                # Waiting agents' unit can be reassigned, as no work
+                # has been done yet.
+                unit = self.get_unit()
+                logger.debug(f"Clearing {self} from {unit} for update to {new_status}")
+                unit.clear_assigned_agent()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="main").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="main").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(worker_id=self.worker_id, agent_type="main").dec()
+
+    @staticmethod
+    def _register_agent(
+        db: "MephistoDB", worker: Worker, unit: "Unit", provider_type: str
+    ) -> "Agent":
+        """
+        Create this agent in the mephisto db with the correct setup
+        """
+        unit._mark_agent_assignment()
+        db_id = db.new_agent(
+            worker.db_id,
+            unit.db_id,
+            unit.task_id,
+            unit.task_run_id,
+            unit.assignment_id,
+            unit.task_type,
+            provider_type,
+        )
+        a = Agent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="main"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="main").inc()
+        logger.debug(f"Registered new agent {a} for {unit}.")
+        a.update_status(AgentState.STATUS_ACCEPTED)
+        return a
+
+    # Specialized child cases may need to implement the following
+
+    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: Worker,
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        agent = cls.new(db, worker, unit)
+        unit.worker_id = worker.db_id
+        agent._unit = unit
+        return agent
+
+    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            # various disconnect cases
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if self._associated_live_run is not None:
+                    live_run = self.get_live_run()
+                    live_run.loop_wrap.execute_coro(
+                        live_run.worker_pool.push_status_update(self)
+                    )
+            self.db_status = row["status"]
+        return self.db_status
+
+    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes should implement the following methods
+
+    def approve_work(self) -> None:
+        """Approve the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def soft_reject_work(self) -> None:
+        """
+        Pay a worker for attempted work, but mark it as below the
+        quality bar for this assignment
+        """
+        # TODO(OWN) extend this method to assign a soft block
+        # qualification automatically if a threshold of
+        # soft rejects as a proportion of total accepts
+        # is exceeded
+        self.approve_work()
+        self.update_status(AgentState.STATUS_SOFT_REJECTED)
+
+    def reject_work(self, reason) -> None:
+        """Reject the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+    def mark_done(self) -> None:
+        """
+        Take any required step with the crowd_provider to ensure that
+        the worker can submit their work and be marked as complete via
+        a call to get_status
+        """
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, unit: "Unit") -> "Agent":
+        """
+        Create an agent for this worker to be used for work on the given Unit.
+
+        Implementation should return the result of _register_agent when sure the agent
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class encompasses a worker as they are working on an individual assignment. +It maintains details for the current task at hand such as start and end time, +connection status, etc.

+
+ + +
+
#   + + + Agent( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Agent":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Agent class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Agent
+        as you will instead be returned the correct Agent class according to
+        the crowdprovider associated with this Agent.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Agent:
+            # We are trying to construct a Agent, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_agent(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).AgentClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Agent class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Agent +as you will instead be returned the correct Agent class according to +the crowdprovider associated with this Agent.

+
+ + +
+
+
#   + + state: mephisto.abstractions._subcomponents.agent_state.AgentState +
+ + + + +
+
+
#   + + + def + set_live_run(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None: +
+ +
+ View Source + 
    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+ +
+ +

Set an associated live run for this agent

+
+ + +
+
+
#   + + + def + get_live_run(self) -> mephisto.operations.datatypes.LiveTaskRun: +
+ +
+ View Source + 
    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+ +
+ +

Return the associated live run for this agent. Throw if not set

+
+ + +
+
+
#   + + + def + get_agent_id(self) -> str: +
+ +
+ View Source + 
    def get_agent_id(self) -> str:
+        """Return this agent's id"""
+        return self.db_id
+
+ +
+ +

Return this agent's id

+
+ + +
+
+
#   + + + def + get_worker(self) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+ +
+ +

Return the worker that is using this agent for a task

+
+ + +
+
+
#   + + + def + get_unit(self) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    def get_unit(self) -> "Unit":
+        """
+        Return the Unit that this agent is working on.
+        """
+        if self._unit is None:
+            from mephisto.data_model.unit import Unit
+
+            self._unit = Unit.get(self.db, self.unit_id)
+        return self._unit
+
+ +
+ +

Return the Unit that this agent is working on.

+
+ + +
+
+
#   + + + def + get_assignment(self) -> mephisto.data_model.assignment.Assignment: +
+ +
+ View Source + 
    def get_assignment(self) -> "Assignment":
+        """Return the assignment this agent is working on"""
+        if self._assignment is None:
+            if self._unit is not None:
+                self._assignment = self._unit.get_assignment()
+            else:
+                from mephisto.data_model.assignment import Assignment
+
+                self._assignment = Assignment.get(self.db, self.assignment_id)
+        return self._assignment
+
+ +
+ +

Return the assignment this agent is working on

+
+ + +
+
+
#   + + + def + get_task_run(self) -> mephisto.data_model.task_run.TaskRun: +
+ +
+ View Source + 
    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            if self._unit is not None:
+                self._task_run = self._unit.get_task_run()
+            elif self._assignment is not None:
+                self._task_run = self._assignment.get_task_run()
+            else:
+                from mephisto.data_model.task_run import TaskRun
+
+                self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+ +
+ +

Return the TaskRun this agent is working within

+
+ + +
+
+
#   + + + def + get_task(self) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._unit is not None:
+                self._task = self._unit.get_task()
+            elif self._assignment is not None:
+                self._task = self._assignment.get_task()
+            elif self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+ +
+ +

Return the Task this agent is working within

+
+ + +
+
+
#   + + + def + get_data_dir(self) -> str: +
+ +
+ View Source + 
    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        assignment_dir = self.get_assignment().get_data_dir()
+        return os.path.join(assignment_dir, self.db_id)
+
+ +
+ +

Return the directory to be storing any agent state for +this agent into

+
+ + +
+
+
#   + + + def + update_status(self, new_status: str) -> None: +
+ +
+ View Source + 
    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.push_status_update(self)
+            )
+        if new_status in [
+            AgentState.STATUS_RETURNED,
+            AgentState.STATUS_DISCONNECT,
+            AgentState.STATUS_TIMEOUT,
+        ]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+            if old_status == AgentState.STATUS_WAITING:
+                # Waiting agents' unit can be reassigned, as no work
+                # has been done yet.
+                unit = self.get_unit()
+                logger.debug(f"Clearing {self} from {unit} for update to {new_status}")
+                unit.clear_assigned_agent()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="main").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="main").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(worker_id=self.worker_id, agent_type="main").dec()
+
+ +
+ +

Update the database status of this agent, and +possibly send a message to the frontend agent informing +them of this update

+
+ + +
+
+
#   + +
@classmethod
+ + def + new_from_provider_data( + cls, + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit, + provider_data: Dict[str, Any] +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @classmethod
+    def new_from_provider_data(
+        cls,
+        db: "MephistoDB",
+        worker: Worker,
+        unit: "Unit",
+        provider_data: Dict[str, Any],
+    ) -> "Agent":
+        """
+        Wrapper around the new method that allows registering additional
+        bookkeeping information from a crowd provider for this agent
+        """
+        agent = cls.new(db, worker, unit)
+        unit.worker_id = worker.db_id
+        agent._unit = unit
+        return agent
+
+ +
+ +

Wrapper around the new method that allows registering additional +bookkeeping information from a crowd provider for this agent

+
+ + +
+
+
#   + + + def + observe(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+ +
+ +

Pass the observed information to the AgentState, then +queue the information to be pushed to the user

+
+ + +
+
+
#   + + + def + get_live_update( + self, + timeout: Union[int, NoneType] = None +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            # various disconnect cases
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+ +
+ +

Request information from the Agent's frontend. If non-blocking, +(timeout is None) should return None if no actions are ready +to be returned.

+
+ + +
+
+
#   + + + def + act( + self, + timeout: Union[int, NoneType] = None +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+ +
+ +

Request information from the Agent's frontend. If non-blocking, +(timeout is None) should return None if no actions are ready +to be returned.

+
+ + +
+
+
#   + + + def + await_submit(self, timeout: Union[int, NoneType] = None) -> bool: +
+ +
+ View Source + 
    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+ +
+ +

Blocking wait for this agent to submit their task

+
+ + +
+
+
#   + + + def + handle_submit(self, submit_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+ +
+ +

Handle final submission for an onboarding agent, with the given data

+
+ + +
+
+
#   + + + def + get_status(self) -> str: +
+ +
+ View Source + 
    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if self._associated_live_run is not None:
+                    live_run = self.get_live_run()
+                    live_run.loop_wrap.execute_coro(
+                        live_run.worker_pool.push_status_update(self)
+                    )
+            self.db_status = row["status"]
+        return self.db_status
+
+ +
+ +

Get the status of this agent in their work on their unit

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+ +
+ +

Force the given agent to end any polling threads and throw an AgentShutdownError +from any acts called on it, ensuring tasks using this agent can be cleaned up.

+
+ + +
+
+
#   + + + def + approve_work(self) -> None: +
+ +
+ View Source + 
    def approve_work(self) -> None:
+        """Approve the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+ +
+ +

Approve the work done on this agent's specific Unit

+
+ + +
+
+
#   + + + def + soft_reject_work(self) -> None: +
+ +
+ View Source + 
    def soft_reject_work(self) -> None:
+        """
+        Pay a worker for attempted work, but mark it as below the
+        quality bar for this assignment
+        """
+        # TODO(OWN) extend this method to assign a soft block
+        # qualification automatically if a threshold of
+        # soft rejects as a proportion of total accepts
+        # is exceeded
+        self.approve_work()
+        self.update_status(AgentState.STATUS_SOFT_REJECTED)
+
+ +
+ +

Pay a worker for attempted work, but mark it as below the +quality bar for this assignment

+
+ + +
+
+
#   + + + def + reject_work(self, reason) -> None: +
+ +
+ View Source + 
    def reject_work(self, reason) -> None:
+        """Reject the work done on this agent's specific Unit"""
+        raise NotImplementedError()
+
+ +
+ +

Reject the work done on this agent's specific Unit

+
+ + +
+
+
#   + + + def + mark_done(self) -> None: +
+ +
+ View Source + 
    def mark_done(self) -> None:
+        """
+        Take any required step with the crowd_provider to ensure that
+        the worker can submit their work and be marked as complete via
+        a call to get_status
+        """
+        raise NotImplementedError()
+
+ +
+ +

Take any required step with the crowd_provider to ensure that +the worker can submit their work and be marked as complete via +a call to get_status

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + unit: mephisto.data_model.unit.Unit +) -> mephisto.data_model.agent.Agent: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, unit: "Unit") -> "Agent":
+        """
+        Create an agent for this worker to be used for work on the given Unit.
+
+        Implementation should return the result of _register_agent when sure the agent
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Create an agent for this worker to be used for work on the given Unit.

+ +

Implementation should return the result of _register_agent when sure the agent +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + OnboardingAgent(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class OnboardingAgent(
+    MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta
+):
+    """
+    Onboarding agents are a special extension of agents used
+    in tasks that have a separate onboarding step. These agents
+    are designed to work without being linked to an explicit
+    unit, and instead are tied to the task run and task name.
+
+
+    Blueprints that require OnboardingAgents should implement an
+    OnboardingAgentState (to process the special task), and their
+    TaskRunners should have a run_onboarding and cleanup_onboarding
+    method.
+    """
+
+    DISPLAY_PREFIX = "onboarding_"
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct OnboardingAgent and data model access via OnboardingAgent(db, id) is "
+                "now deprecated in favor of calling OnboardingAgent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_onboarding_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["onboarding_agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.task_type: str = row["task_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization
+        self.state = AgentState(self)  # type: ignore
+
+    def get_agent_id(self) -> str:
+        """Return an id to use for onboarding agent requests"""
+        return f"{self.DISPLAY_PREFIX}{self.db_id}"
+
+    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+    @classmethod
+    def is_onboarding_id(cls, agent_id: str) -> bool:
+        """return if the given id is for an onboarding agent"""
+        return agent_id.startswith(cls.DISPLAY_PREFIX)
+
+    @classmethod
+    def get_db_id_from_agent_id(cls, agent_id: str) -> str:
+        """Extract the db_id for an onboarding_agent"""
+        assert agent_id.startswith(
+            cls.DISPLAY_PREFIX
+        ), f"Provided id {agent_id} is not an onboarding_id"
+        return agent_id[len(cls.DISPLAY_PREFIX) :]
+
+    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            from mephisto.data_model.task_run import TaskRun
+
+            self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        task_run_dir = self.get_task_run().get_run_dir()
+        return os.path.join(task_run_dir, "onboarding", self.get_agent_id())
+
+    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_onboarding_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            if new_status not in [
+                AgentState.STATUS_APPROVED,
+                AgentState.STATUS_REJECTED,
+            ]:
+                live_run = self.get_live_run()
+                live_run.loop_wrap.execute_coro(
+                    live_run.worker_pool.push_status_update(self)
+                )
+        if new_status in [AgentState.STATUS_RETURNED, AgentState.STATUS_DISCONNECT]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="onboarding").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="onboarding").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(
+                worker_id=self.worker_id, agent_type="onboarding"
+            ).dec()
+
+    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            # various disconnect cases
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_onboarding_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if row["status"] not in [
+                    AgentState.STATUS_APPROVED,
+                    AgentState.STATUS_REJECTED,
+                ]:
+                    if self._associated_live_run is not None:
+                        live_run = self.get_live_run()
+                        live_run.loop_wrap.execute_coro(
+                            live_run.worker_pool.push_status_update(self)
+                        )
+            self.db_status = row["status"]
+        return self.db_status
+
+    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, task_run: "TaskRun") -> "OnboardingAgent":
+        """
+        Create an OnboardingAgent for a worker to use as part of a task run
+        """
+        db_id = db.new_onboarding_agent(
+            worker.db_id, task_run.task_id, task_run.db_id, task_run.task_type
+        )
+        a = OnboardingAgent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="onboarding"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="onboarding").inc()
+        logger.debug(f"Registered new {a} for worker {worker}.")
+        return a
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+ +
+ +

Onboarding agents are a special extension of agents used +in tasks that have a separate onboarding step. These agents +are designed to work without being linked to an explicit +unit, and instead are tied to the task run and task name.

+ +

Blueprints that require OnboardingAgents should implement an +OnboardingAgentState (to process the special task), and their +TaskRunners should have a run_onboarding and cleanup_onboarding +method.

+
+ + +
+
#   + + + OnboardingAgent( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct OnboardingAgent and data model access via OnboardingAgent(db, id) is "
+                "now deprecated in favor of calling OnboardingAgent.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_onboarding_agent(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["onboarding_agent_id"]
+        self.db_status: str = row["status"]
+        self.worker_id: str = row["worker_id"]
+        self.task_type: str = row["task_type"]
+        self.pending_actions: "Queue[Dict[str, Any]]" = Queue()
+        self.has_live_update = threading.Event()
+        self.has_live_update.clear()
+        self.task_run_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.did_submit = threading.Event()
+        self.is_shutdown = False
+
+        # Deferred loading of related entities
+        self._worker: Optional["Worker"] = None
+        self._task_run: Optional["TaskRun"] = None
+        self._task: Optional["Task"] = None
+
+        # Related entity set by a live run
+        self._associated_live_run: Optional["LiveTaskRun"] = None
+
+        # Follow-up initialization
+        self.state = AgentState(self)  # type: ignore
+
+ +
+ + + +
+
+
#   + + DISPLAY_PREFIX = 'onboarding_' +
+ + + + +
+
+
#   + + + def + get_agent_id(self) -> str: +
+ +
+ View Source + 
    def get_agent_id(self) -> str:
+        """Return an id to use for onboarding agent requests"""
+        return f"{self.DISPLAY_PREFIX}{self.db_id}"
+
+ +
+ +

Return an id to use for onboarding agent requests

+
+ + +
+
+
#   + + + def + set_live_run(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None: +
+ +
+ View Source + 
    def set_live_run(self, live_run: "LiveTaskRun") -> None:
+        """Set an associated live run for this agent"""
+        self._associated_live_run = live_run
+
+ +
+ +

Set an associated live run for this agent

+
+ + +
+
+
#   + + + def + get_live_run(self) -> mephisto.operations.datatypes.LiveTaskRun: +
+ +
+ View Source + 
    def get_live_run(self) -> "LiveTaskRun":
+        """Return the associated live run for this agent. Throw if not set"""
+        if self._associated_live_run is None:
+            raise AssertionError(
+                "Should not be getting the live run, not set for given agent"
+            )
+        return self._associated_live_run
+
+ +
+ +

Return the associated live run for this agent. Throw if not set

+
+ + +
+
+
#   + +
@classmethod
+ + def + is_onboarding_id(cls, agent_id: str) -> bool: +
+ +
+ View Source + 
    @classmethod
+    def is_onboarding_id(cls, agent_id: str) -> bool:
+        """return if the given id is for an onboarding agent"""
+        return agent_id.startswith(cls.DISPLAY_PREFIX)
+
+ +
+ +

return if the given id is for an onboarding agent

+
+ + +
+
+
#   + +
@classmethod
+ + def + get_db_id_from_agent_id(cls, agent_id: str) -> str: +
+ +
+ View Source + 
    @classmethod
+    def get_db_id_from_agent_id(cls, agent_id: str) -> str:
+        """Extract the db_id for an onboarding_agent"""
+        assert agent_id.startswith(
+            cls.DISPLAY_PREFIX
+        ), f"Provided id {agent_id} is not an onboarding_id"
+        return agent_id[len(cls.DISPLAY_PREFIX) :]
+
+ +
+ +

Extract the db_id for an onboarding_agent

+
+ + +
+
+
#   + + + def + get_worker(self) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    def get_worker(self) -> Worker:
+        """
+        Return the worker that is using this agent for a task
+        """
+        if self._worker is None:
+            self._worker = Worker.get(self.db, self.worker_id)
+        return self._worker
+
+ +
+ +

Return the worker that is using this agent for a task

+
+ + +
+
+
#   + + + def + get_task_run(self) -> mephisto.data_model.task_run.TaskRun: +
+ +
+ View Source + 
    def get_task_run(self) -> "TaskRun":
+        """Return the TaskRun this agent is working within"""
+        if self._task_run is None:
+            from mephisto.data_model.task_run import TaskRun
+
+            self._task_run = TaskRun.get(self.db, self.task_run_id)
+        return self._task_run
+
+ +
+ +

Return the TaskRun this agent is working within

+
+ + +
+
+
#   + + + def + get_task(self) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    def get_task(self) -> "Task":
+        """Return the Task this agent is working within"""
+        if self._task is None:
+            if self._task_run is not None:
+                self._task = self._task_run.get_task()
+            else:
+                from mephisto.data_model.task import Task
+
+                self._task = Task.get(self.db, self.task_id)
+        return self._task
+
+ +
+ +

Return the Task this agent is working within

+
+ + +
+
+
#   + + + def + get_data_dir(self) -> str: +
+ +
+ View Source + 
    def get_data_dir(self) -> str:
+        """
+        Return the directory to be storing any agent state for
+        this agent into
+        """
+        task_run_dir = self.get_task_run().get_run_dir()
+        return os.path.join(task_run_dir, "onboarding", self.get_agent_id())
+
+ +
+ +

Return the directory to be storing any agent state for +this agent into

+
+ + +
+
+
#   + + + def + update_status(self, new_status: str) -> None: +
+ +
+ View Source + 
    def update_status(self, new_status: str) -> None:
+        """Update the database status of this agent, and
+        possibly send a message to the frontend agent informing
+        them of this update"""
+        if self.db_status == new_status:
+            return  # Noop, this is already the case
+
+        logger.debug(f"Updating {self} to {new_status}")
+        if self.db_status in AgentState.complete():
+            logger.info(f"Updating {self} from final status to {new_status}")
+
+        old_status = self.db_status
+        self.db.update_onboarding_agent(self.db_id, status=new_status)
+        self.db_status = new_status
+        if self._associated_live_run is not None:
+            if new_status not in [
+                AgentState.STATUS_APPROVED,
+                AgentState.STATUS_REJECTED,
+            ]:
+                live_run = self.get_live_run()
+                live_run.loop_wrap.execute_coro(
+                    live_run.worker_pool.push_status_update(self)
+                )
+        if new_status in [AgentState.STATUS_RETURNED, AgentState.STATUS_DISCONNECT]:
+            # Disconnect statuses should free any pending acts
+            self.has_live_update.set()
+            self.did_submit.set()
+
+        # Metrics changes
+        ACTIVE_AGENT_STATUSES.labels(status=old_status, agent_type="onboarding").dec()
+        ACTIVE_AGENT_STATUSES.labels(status=new_status, agent_type="onboarding").inc()
+        if (
+            old_status not in AgentState.complete()
+            and new_status in AgentState.complete()
+        ):
+            ACTIVE_WORKERS.labels(
+                worker_id=self.worker_id, agent_type="onboarding"
+            ).dec()
+
+ +
+ +

Update the database status of this agent, and +possibly send a message to the frontend agent informing +them of this update

+
+ + +
+
+
#   + + + def + observe(self, live_update: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def observe(self, live_update: "Dict[str, Any]") -> None:
+        """
+        Pass the observed information to the AgentState, then
+        queue the information to be pushed to the user
+        """
+        if live_update.get("update_id") is None:
+            live_update["update_id"] = str(uuid4())
+        self.state.update_data(live_update)
+
+        if self._associated_live_run is not None:
+            live_run = self.get_live_run()
+            live_run.client_io.send_live_update(self.get_agent_id(), live_update)
+
+ +
+ +

Pass the observed information to the AgentState, then +queue the information to be pushed to the user

+
+ + +
+
+
#   + + + def + get_live_update( + self, + timeout: Union[int, NoneType] = None +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def get_live_update(
+        self, timeout: Optional[int] = None
+    ) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        if self.pending_actions.empty():
+            if timeout is None or timeout == 0:
+                return None
+            self.has_live_update.wait(timeout)
+
+        if self.pending_actions.empty():
+            # various disconnect cases
+            if self.is_shutdown:
+                raise AgentShutdownError(self.db_id)
+            status = self.get_status()
+            if status == AgentState.STATUS_DISCONNECT:
+                raise AgentDisconnectedError(self.db_id)
+            elif status == AgentState.STATUS_RETURNED:
+                raise AgentReturnedError(self.db_id)
+            self.update_status(AgentState.STATUS_TIMEOUT)
+            raise AgentTimeoutError(timeout, self.db_id)
+        assert (
+            not self.pending_actions.empty()
+        ), "has_live_update released without an action!"
+
+        act = self.pending_actions.get()
+
+        if self.pending_actions.empty():
+            self.has_live_update.clear()
+        self.state.update_data(act)
+        return act
+
+ +
+ +

Request information from the Agent's frontend. If non-blocking, +(timeout is None) should return None if no actions are ready +to be returned.

+
+ + +
+
+
#   + + + def + act( + self, + timeout: Union[int, NoneType] = None +) -> Union[Dict[str, Any], NoneType]: +
+ +
+ View Source + 
    def act(self, timeout: Optional[int] = None) -> Optional[Dict[str, Any]]:
+        """
+        Request information from the Agent's frontend. If non-blocking,
+        (timeout is None) should return None if no actions are ready
+        to be returned.
+        """
+        warn_once(
+            "As of Mephisto 1.0 Agent.act is being deprecated in favor of Agent.get_live_update. "
+            "This functionality will no longer work in 1.1"
+        )
+        return self.get_live_update(timeout)
+
+ +
+ +

Request information from the Agent's frontend. If non-blocking, +(timeout is None) should return None if no actions are ready +to be returned.

+
+ + +
+
+
#   + + + def + await_submit(self, timeout: Union[int, NoneType] = None) -> bool: +
+ +
+ View Source + 
    def await_submit(self, timeout: Optional[int] = None) -> bool:
+        """Blocking wait for this agent to submit their task"""
+        if timeout is not None:
+            self.did_submit.wait(timeout=timeout)
+        return self.did_submit.is_set()
+
+ +
+ +

Blocking wait for this agent to submit their task

+
+ + +
+
+
#   + + + def + handle_submit(self, submit_data: Dict[str, Any]) -> None: +
+ +
+ View Source + 
    def handle_submit(self, submit_data: Dict[str, Any]) -> None:
+        """Handle final submission for an onboarding agent, with the given data"""
+        self.did_submit.set()
+        self.state.update_submit(submit_data)
+
+ +
+ +

Handle final submission for an onboarding agent, with the given data

+
+ + +
+
+
#   + + + def + get_status(self) -> str: +
+ +
+ View Source + 
    def get_status(self) -> str:
+        """Get the status of this agent in their work on their unit"""
+        if self.db_status not in AgentState.complete():
+            row = self.db.get_onboarding_agent(self.db_id)
+            if row["status"] != self.db_status:
+                if row["status"] in [
+                    AgentState.STATUS_RETURNED,
+                    AgentState.STATUS_DISCONNECT,
+                ]:
+                    # Disconnect statuses should free any pending acts
+                    self.has_live_update.set()
+                if row["status"] not in [
+                    AgentState.STATUS_APPROVED,
+                    AgentState.STATUS_REJECTED,
+                ]:
+                    if self._associated_live_run is not None:
+                        live_run = self.get_live_run()
+                        live_run.loop_wrap.execute_coro(
+                            live_run.worker_pool.push_status_update(self)
+                        )
+            self.db_status = row["status"]
+        return self.db_status
+
+ +
+ +

Get the status of this agent in their work on their unit

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """
+        Force the given agent to end any polling threads and throw an AgentShutdownError
+        from any acts called on it, ensuring tasks using this agent can be cleaned up.
+        """
+        logger.debug(f"{self} is shutting down")
+        self.has_live_update.set()
+        self.is_shutdown = True
+
+ +
+ +

Force the given agent to end any polling threads and throw an AgentShutdownError +from any acts called on it, ensuring tasks using this agent can be cleaned up.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker: mephisto.data_model.worker.Worker, + task_run: mephisto.data_model.task_run.TaskRun +) -> mephisto.data_model.agent.OnboardingAgent: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker: Worker, task_run: "TaskRun") -> "OnboardingAgent":
+        """
+        Create an OnboardingAgent for a worker to use as part of a task run
+        """
+        db_id = db.new_onboarding_agent(
+            worker.db_id, task_run.task_id, task_run.db_id, task_run.task_type
+        )
+        a = OnboardingAgent.get(db, db_id)
+        ACTIVE_AGENT_STATUSES.labels(
+            status=AgentState.STATUS_NONE, agent_type="onboarding"
+        ).inc()
+        ACTIVE_WORKERS.labels(worker_id=worker.db_id, agent_type="onboarding").inc()
+        logger.debug(f"Registered new {a} for worker {worker}.")
+        return a
+
+ +
+ +

Create an OnboardingAgent for a worker to use as part of a task run

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/assignment.html b/docs/web/static/python_api/mephisto/data_model/assignment.html new file mode 100644 index 000000000..0252ebbe5 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/assignment.html @@ -0,0 +1,1310 @@ + + + + + + + + + mephisto.data_model.assignment API documentation + + + + + + + + + +
+
+

+mephisto.data_model.assignment

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.agent import Agent
+from mephisto.data_model.requester import Requester
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedMeta,
+    MephistoDataModelComponentMixin,
+)
+from typing import List, Optional, Mapping, Dict, Any, TYPE_CHECKING, IO
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+
+import os
+import json
+from dataclasses import dataclass
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+ASSIGNMENT_DATA_FILE = "assign_data.json"
+
+
+@dataclass
+class InitializationData:
+    shared: Dict[str, Any]
+    unit_data: List[Dict[str, Any]]
+
+    def dumpJSON(self, fp: IO[str]):
+        return json.dump({"shared": self.shared, "unit_data": self.unit_data}, fp)
+
+    @staticmethod
+    def loadFromJSON(fp: IO[str]):
+        as_dict = json.load(fp)
+        return InitializationData(
+            shared=as_dict["shared"], unit_data=as_dict["unit_data"]
+        )
+
+
+class Assignment(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class tracks an individual run of a specific task, and handles state management
+    for the set of units within via abstracted database helpers
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Assignment and data model access via Assignment(db, id) is "
+                "now deprecated in favor of calling Assignment.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_assignment(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+
+        # Deferred loading of related entities
+        self.__task_run: Optional["TaskRun"] = None
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+
+    def get_data_dir(self) -> str:
+        """Return the directory we expect to find assignment data in"""
+        task_run = self.get_task_run()
+        run_dir = task_run.get_run_dir()
+        return os.path.join(run_dir, self.db_id)
+
+    def get_assignment_data(self) -> InitializationData:
+        """Return the specific assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        assert os.path.exists(assign_data_filename), "No data exists for assignment"
+        with open(assign_data_filename, "r") as json_file:
+            return InitializationData.loadFromJSON(json_file)
+
+    def write_assignment_data(self, data: InitializationData) -> None:
+        """Set the assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        os.makedirs(self.get_data_dir(), exist_ok=True)
+        with open(assign_data_filename, "w+") as json_file:
+            data.dumpJSON(json_file)
+
+    def get_agents(self) -> List[Optional["Agent"]]:
+        """
+        Return all of the agents for this assignment
+        """
+        units = self.get_units()
+        return [u.get_assigned_agent() for u in units]
+
+    def get_status(self) -> str:
+        """
+        Get the status of this assignment, as determined by the status of
+        the units
+        """
+        units = self.get_units()
+        statuses = set(unit.get_status() for unit in units)
+
+        if len(statuses) == 1:
+            return statuses.pop()
+
+        if len(statuses) == 0:
+            return AssignmentState.CREATED
+
+        if AssignmentState.CREATED in statuses:
+            return AssignmentState.CREATED
+
+        if any([s == AssignmentState.LAUNCHED for s in statuses]):
+            # If any are only launched, consider the whole thing launched
+            return AssignmentState.LAUNCHED
+
+        if any([s == AssignmentState.ASSIGNED for s in statuses]):
+            # If any are still assigned, consider the whole thing assigned
+            return AssignmentState.ASSIGNED
+
+        if all(
+            [
+                s in [AssignmentState.ACCEPTED, AssignmentState.REJECTED]
+                for s in statuses
+            ]
+        ):
+            return AssignmentState.MIXED
+
+        if all([s in AssignmentState.final_agent() for s in statuses]):
+            return AssignmentState.COMPLETED
+
+        raise NotImplementedError(f"Unexpected set of unit statuses {statuses}")
+
+    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+    def get_task(self) -> Task:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_requester(self) -> Requester:
+        """
+        Return the requester who offered this Assignment
+        """
+        if self.__requester is None:
+            if self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def get_units(self, status: Optional[str] = None) -> List["Unit"]:
+        """
+        Get units for this assignment, optionally
+        constrained by the specific status.
+        """
+        assert (
+            status is None or status in AssignmentState.valid_unit()
+        ), "Invalid assignment status"
+        units = self.db.find_units(assignment_id=self.db_id)
+        if status is not None:
+            units = [u for u in units if u.get_status() == status]
+        return units
+
+    def get_workers(self) -> List["Worker"]:
+        """
+        Get the list of workers that have worked on this specific assignment
+        """
+        units = self.get_units()
+        pos_agents = [s.get_assigned_agent() for s in units]
+        agents = [a for a in pos_agents if a is not None]
+        workers = [a.get_worker() for a in agents]
+        return workers
+
+    def get_cost_of_statuses(self, statuses: List[str]) -> float:
+        """
+        Return the sum of all pay_amounts for every unit
+        of this assignment with any of the given statuses
+        """
+        units = [u for u in self.get_units() if u.get_status() in statuses]
+        sum_cost = 0.0
+        for unit in units:
+            sum_cost += unit.get_pay_amount()
+        return sum_cost
+
+    def __repr__(self) -> str:
+        return f"Assignment({self.db_id})"
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", task_run: TaskRun, assignment_data: Optional[Dict[str, Any]]
+    ) -> "Assignment":
+        """
+        Create an assignment for the given task. Initialize the folders for storing
+        the results for this assignment. Can take assignment_data to save and
+        load for this particular assignment.
+        """
+        # TODO(#567) consider offloading this state management to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        db_id = db.new_assignment(
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        run_dir = task_run.get_run_dir()
+        assign_dir = os.path.join(run_dir, db_id)
+        os.makedirs(assign_dir)
+        if assignment_data is not None:
+            with open(
+                os.path.join(assign_dir, ASSIGNMENT_DATA_FILE), "w+"
+            ) as json_file:
+                json.dump(assignment_data, json_file)
+        assignment = Assignment.get(db, db_id)
+        logger.debug(f"{assignment} created for {task_run}")
+        return assignment
+
+ +
+ +
+
+
+ #   + + + class + InitializationData: +
+ +
+ View Source + 
class InitializationData:
+    shared: Dict[str, Any]
+    unit_data: List[Dict[str, Any]]
+
+    def dumpJSON(self, fp: IO[str]):
+        return json.dump({"shared": self.shared, "unit_data": self.unit_data}, fp)
+
+    @staticmethod
+    def loadFromJSON(fp: IO[str]):
+        as_dict = json.load(fp)
+        return InitializationData(
+            shared=as_dict["shared"], unit_data=as_dict["unit_data"]
+        )
+
+ +
+ +

InitializationData(shared: Dict[str, Any], unit_data: List[Dict[str, Any]])

+
+ + +
+
#   + + + InitializationData(shared: Dict[str, Any], unit_data: List[Dict[str, Any]]) +
+ + + + +
+
+
#   + + + def + dumpJSON(self, fp: IO[str]): +
+ +
+ View Source + 
    def dumpJSON(self, fp: IO[str]):
+        return json.dump({"shared": self.shared, "unit_data": self.unit_data}, fp)
+
+ +
+ + + +
+
+
#   + +
@staticmethod
+ + def + loadFromJSON(fp: IO[str]): +
+ +
+ View Source + 
    @staticmethod
+    def loadFromJSON(fp: IO[str]):
+        as_dict = json.load(fp)
+        return InitializationData(
+            shared=as_dict["shared"], unit_data=as_dict["unit_data"]
+        )
+
+ +
+ + + +
+
+
+
+ #   + + + class + Assignment(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Assignment(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class tracks an individual run of a specific task, and handles state management
+    for the set of units within via abstracted database helpers
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Assignment and data model access via Assignment(db, id) is "
+                "now deprecated in favor of calling Assignment.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_assignment(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+
+        # Deferred loading of related entities
+        self.__task_run: Optional["TaskRun"] = None
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+
+    def get_data_dir(self) -> str:
+        """Return the directory we expect to find assignment data in"""
+        task_run = self.get_task_run()
+        run_dir = task_run.get_run_dir()
+        return os.path.join(run_dir, self.db_id)
+
+    def get_assignment_data(self) -> InitializationData:
+        """Return the specific assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        assert os.path.exists(assign_data_filename), "No data exists for assignment"
+        with open(assign_data_filename, "r") as json_file:
+            return InitializationData.loadFromJSON(json_file)
+
+    def write_assignment_data(self, data: InitializationData) -> None:
+        """Set the assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        os.makedirs(self.get_data_dir(), exist_ok=True)
+        with open(assign_data_filename, "w+") as json_file:
+            data.dumpJSON(json_file)
+
+    def get_agents(self) -> List[Optional["Agent"]]:
+        """
+        Return all of the agents for this assignment
+        """
+        units = self.get_units()
+        return [u.get_assigned_agent() for u in units]
+
+    def get_status(self) -> str:
+        """
+        Get the status of this assignment, as determined by the status of
+        the units
+        """
+        units = self.get_units()
+        statuses = set(unit.get_status() for unit in units)
+
+        if len(statuses) == 1:
+            return statuses.pop()
+
+        if len(statuses) == 0:
+            return AssignmentState.CREATED
+
+        if AssignmentState.CREATED in statuses:
+            return AssignmentState.CREATED
+
+        if any([s == AssignmentState.LAUNCHED for s in statuses]):
+            # If any are only launched, consider the whole thing launched
+            return AssignmentState.LAUNCHED
+
+        if any([s == AssignmentState.ASSIGNED for s in statuses]):
+            # If any are still assigned, consider the whole thing assigned
+            return AssignmentState.ASSIGNED
+
+        if all(
+            [
+                s in [AssignmentState.ACCEPTED, AssignmentState.REJECTED]
+                for s in statuses
+            ]
+        ):
+            return AssignmentState.MIXED
+
+        if all([s in AssignmentState.final_agent() for s in statuses]):
+            return AssignmentState.COMPLETED
+
+        raise NotImplementedError(f"Unexpected set of unit statuses {statuses}")
+
+    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+    def get_task(self) -> Task:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_requester(self) -> Requester:
+        """
+        Return the requester who offered this Assignment
+        """
+        if self.__requester is None:
+            if self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def get_units(self, status: Optional[str] = None) -> List["Unit"]:
+        """
+        Get units for this assignment, optionally
+        constrained by the specific status.
+        """
+        assert (
+            status is None or status in AssignmentState.valid_unit()
+        ), "Invalid assignment status"
+        units = self.db.find_units(assignment_id=self.db_id)
+        if status is not None:
+            units = [u for u in units if u.get_status() == status]
+        return units
+
+    def get_workers(self) -> List["Worker"]:
+        """
+        Get the list of workers that have worked on this specific assignment
+        """
+        units = self.get_units()
+        pos_agents = [s.get_assigned_agent() for s in units]
+        agents = [a for a in pos_agents if a is not None]
+        workers = [a.get_worker() for a in agents]
+        return workers
+
+    def get_cost_of_statuses(self, statuses: List[str]) -> float:
+        """
+        Return the sum of all pay_amounts for every unit
+        of this assignment with any of the given statuses
+        """
+        units = [u for u in self.get_units() if u.get_status() in statuses]
+        sum_cost = 0.0
+        for unit in units:
+            sum_cost += unit.get_pay_amount()
+        return sum_cost
+
+    def __repr__(self) -> str:
+        return f"Assignment({self.db_id})"
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", task_run: TaskRun, assignment_data: Optional[Dict[str, Any]]
+    ) -> "Assignment":
+        """
+        Create an assignment for the given task. Initialize the folders for storing
+        the results for this assignment. Can take assignment_data to save and
+        load for this particular assignment.
+        """
+        # TODO(#567) consider offloading this state management to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        db_id = db.new_assignment(
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        run_dir = task_run.get_run_dir()
+        assign_dir = os.path.join(run_dir, db_id)
+        os.makedirs(assign_dir)
+        if assignment_data is not None:
+            with open(
+                os.path.join(assign_dir, ASSIGNMENT_DATA_FILE), "w+"
+            ) as json_file:
+                json.dump(assignment_data, json_file)
+        assignment = Assignment.get(db, db_id)
+        logger.debug(f"{assignment} created for {task_run}")
+        return assignment
+
+ +
+ +

This class tracks an individual run of a specific task, and handles state management +for the set of units within via abstracted database helpers

+
+ + +
+
#   + + + Assignment( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Assignment and data model access via Assignment(db, id) is "
+                "now deprecated in favor of calling Assignment.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_assignment(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["assignment_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.task_type: str = row["task_type"]
+        self.provider_type: str = row["provider_type"]
+
+        # Deferred loading of related entities
+        self.__task_run: Optional["TaskRun"] = None
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+
+ +
+ + + +
+
+
#   + + + def + get_data_dir(self) -> str: +
+ +
+ View Source + 
    def get_data_dir(self) -> str:
+        """Return the directory we expect to find assignment data in"""
+        task_run = self.get_task_run()
+        run_dir = task_run.get_run_dir()
+        return os.path.join(run_dir, self.db_id)
+
+ +
+ +

Return the directory we expect to find assignment data in

+
+ + +
+
+
#   + + + def + get_assignment_data(self) -> mephisto.data_model.assignment.InitializationData: +
+ +
+ View Source + 
    def get_assignment_data(self) -> InitializationData:
+        """Return the specific assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        assert os.path.exists(assign_data_filename), "No data exists for assignment"
+        with open(assign_data_filename, "r") as json_file:
+            return InitializationData.loadFromJSON(json_file)
+
+ +
+ +

Return the specific assignment data for this assignment

+
+ + +
+
+
#   + + + def + write_assignment_data( + self, + data: mephisto.data_model.assignment.InitializationData +) -> None: +
+ +
+ View Source + 
    def write_assignment_data(self, data: InitializationData) -> None:
+        """Set the assignment data for this assignment"""
+        assign_data_filename = os.path.join(self.get_data_dir(), ASSIGNMENT_DATA_FILE)
+        os.makedirs(self.get_data_dir(), exist_ok=True)
+        with open(assign_data_filename, "w+") as json_file:
+            data.dumpJSON(json_file)
+
+ +
+ +

Set the assignment data for this assignment

+
+ + +
+
+
#   + + + def + get_agents( + self +) -> list[typing.Union[mephisto.data_model.agent.Agent, NoneType]]: +
+ +
+ View Source + 
    def get_agents(self) -> List[Optional["Agent"]]:
+        """
+        Return all of the agents for this assignment
+        """
+        units = self.get_units()
+        return [u.get_assigned_agent() for u in units]
+
+ +
+ +

Return all of the agents for this assignment

+
+ + +
+
+
#   + + + def + get_status(self) -> str: +
+ +
+ View Source + 
    def get_status(self) -> str:
+        """
+        Get the status of this assignment, as determined by the status of
+        the units
+        """
+        units = self.get_units()
+        statuses = set(unit.get_status() for unit in units)
+
+        if len(statuses) == 1:
+            return statuses.pop()
+
+        if len(statuses) == 0:
+            return AssignmentState.CREATED
+
+        if AssignmentState.CREATED in statuses:
+            return AssignmentState.CREATED
+
+        if any([s == AssignmentState.LAUNCHED for s in statuses]):
+            # If any are only launched, consider the whole thing launched
+            return AssignmentState.LAUNCHED
+
+        if any([s == AssignmentState.ASSIGNED for s in statuses]):
+            # If any are still assigned, consider the whole thing assigned
+            return AssignmentState.ASSIGNED
+
+        if all(
+            [
+                s in [AssignmentState.ACCEPTED, AssignmentState.REJECTED]
+                for s in statuses
+            ]
+        ):
+            return AssignmentState.MIXED
+
+        if all([s in AssignmentState.final_agent() for s in statuses]):
+            return AssignmentState.COMPLETED
+
+        raise NotImplementedError(f"Unexpected set of unit statuses {statuses}")
+
+ +
+ +

Get the status of this assignment, as determined by the status of +the units

+
+ + +
+
+
#   + + + def + get_task_run(self) -> mephisto.data_model.task_run.TaskRun: +
+ +
+ View Source + 
    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+ +
+ +

Return the task run that this assignment is part of

+
+ + +
+
+
#   + + + def + get_task(self) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    def get_task(self) -> Task:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+ +
+ +

Return the task run that this assignment is part of

+
+ + +
+
+
#   + + + def + get_requester(self) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    def get_requester(self) -> Requester:
+        """
+        Return the requester who offered this Assignment
+        """
+        if self.__requester is None:
+            if self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+ +
+ +

Return the requester who offered this Assignment

+
+ + +
+
+
#   + + + def + get_units( + self, + status: Union[str, NoneType] = None +) -> list[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    def get_units(self, status: Optional[str] = None) -> List["Unit"]:
+        """
+        Get units for this assignment, optionally
+        constrained by the specific status.
+        """
+        assert (
+            status is None or status in AssignmentState.valid_unit()
+        ), "Invalid assignment status"
+        units = self.db.find_units(assignment_id=self.db_id)
+        if status is not None:
+            units = [u for u in units if u.get_status() == status]
+        return units
+
+ +
+ +

Get units for this assignment, optionally +constrained by the specific status.

+
+ + +
+
+
#   + + + def + get_workers(self) -> list[mephisto.data_model.worker.Worker]: +
+ +
+ View Source + 
    def get_workers(self) -> List["Worker"]:
+        """
+        Get the list of workers that have worked on this specific assignment
+        """
+        units = self.get_units()
+        pos_agents = [s.get_assigned_agent() for s in units]
+        agents = [a for a in pos_agents if a is not None]
+        workers = [a.get_worker() for a in agents]
+        return workers
+
+ +
+ +

Get the list of workers that have worked on this specific assignment

+
+ + +
+
+
#   + + + def + get_cost_of_statuses(self, statuses: List[str]) -> float: +
+ +
+ View Source + 
    def get_cost_of_statuses(self, statuses: List[str]) -> float:
+        """
+        Return the sum of all pay_amounts for every unit
+        of this assignment with any of the given statuses
+        """
+        units = [u for u in self.get_units() if u.get_status() in statuses]
+        sum_cost = 0.0
+        for unit in units:
+            sum_cost += unit.get_pay_amount()
+        return sum_cost
+
+ +
+ +

Return the sum of all pay_amounts for every unit +of this assignment with any of the given statuses

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + task_run: mephisto.data_model.task_run.TaskRun, + assignment_data: Union[Dict[str, Any], NoneType] +) -> mephisto.data_model.assignment.Assignment: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", task_run: TaskRun, assignment_data: Optional[Dict[str, Any]]
+    ) -> "Assignment":
+        """
+        Create an assignment for the given task. Initialize the folders for storing
+        the results for this assignment. Can take assignment_data to save and
+        load for this particular assignment.
+        """
+        # TODO(#567) consider offloading this state management to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        db_id = db.new_assignment(
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        run_dir = task_run.get_run_dir()
+        assign_dir = os.path.join(run_dir, db_id)
+        os.makedirs(assign_dir)
+        if assignment_data is not None:
+            with open(
+                os.path.join(assign_dir, ASSIGNMENT_DATA_FILE), "w+"
+            ) as json_file:
+                json.dump(assignment_data, json_file)
+        assignment = Assignment.get(db, db_id)
+        logger.debug(f"{assignment} created for {task_run}")
+        return assignment
+
+ +
+ +

Create an assignment for the given task. Initialize the folders for storing +the results for this assignment. Can take assignment_data to save and +load for this particular assignment.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/constants.html b/docs/web/static/python_api/mephisto/data_model/constants.html new file mode 100644 index 000000000..3b6bd0678 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/constants.html @@ -0,0 +1,260 @@ + + + + + + + + + mephisto.data_model.constants API documentation + + + + + + + + + +
+
+

+mephisto.data_model.constants

+ +

This file contains any constants shared in the data model that +aren't more appropriately held in one of the object-focused files

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+This file contains any constants shared in the data model that
+aren't more appropriately held in one of the object-focused files
+"""
+
+NO_PROJECT_NAME = "NO_PROJECT"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/constants/assignment_state.html b/docs/web/static/python_api/mephisto/data_model/constants/assignment_state.html new file mode 100644 index 000000000..97bbfd231 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/constants/assignment_state.html @@ -0,0 +1,821 @@ + + + + + + + + + mephisto.data_model.constants.assignment_state API documentation + + + + + + + + + +
+
+

+mephisto.data_model.constants.assignment_state

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+from typing import List
+
+
+class AssignmentState:
+    CREATED = "created"
+    LAUNCHED = "launched"
+    ASSIGNED = "assigned"
+    COMPLETED = "completed"
+    ACCEPTED = "accepted"
+    MIXED = "mixed"
+    REJECTED = "rejected"
+    SOFT_REJECTED = "soft_rejected"
+    EXPIRED = "expired"
+
+    @staticmethod
+    def valid() -> List[str]:
+        """Return all valid assignment statuses"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.MIXED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+    @staticmethod
+    def incomplete() -> List[str]:
+        """Return all statuses that are considered incomplete"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+        ]
+
+    @staticmethod
+    def payable() -> List[str]:
+        """Return all statuses that should be considered spent budget"""
+        return [
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def valid_unit() -> List[str]:
+        """Return all statuses that are valids for a Unit"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+    @staticmethod
+    def final_unit() -> List[str]:
+        """Return all statuses that are terminal for a Unit"""
+        return [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def completed() -> List[str]:
+        """Return all statuses that denote a unit having been completed"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def final_agent() -> List[str]:
+        """Return all statuses that are terminal changes to a Unit's agent"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+ +
+ +
+
+
+ #   + + + class + AssignmentState: +
+ +
+ View Source + 
class AssignmentState:
+    CREATED = "created"
+    LAUNCHED = "launched"
+    ASSIGNED = "assigned"
+    COMPLETED = "completed"
+    ACCEPTED = "accepted"
+    MIXED = "mixed"
+    REJECTED = "rejected"
+    SOFT_REJECTED = "soft_rejected"
+    EXPIRED = "expired"
+
+    @staticmethod
+    def valid() -> List[str]:
+        """Return all valid assignment statuses"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.MIXED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+    @staticmethod
+    def incomplete() -> List[str]:
+        """Return all statuses that are considered incomplete"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+        ]
+
+    @staticmethod
+    def payable() -> List[str]:
+        """Return all statuses that should be considered spent budget"""
+        return [
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def valid_unit() -> List[str]:
+        """Return all statuses that are valids for a Unit"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+    @staticmethod
+    def final_unit() -> List[str]:
+        """Return all statuses that are terminal for a Unit"""
+        return [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def completed() -> List[str]:
+        """Return all statuses that denote a unit having been completed"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+    @staticmethod
+    def final_agent() -> List[str]:
+        """Return all statuses that are terminal changes to a Unit's agent"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+ +
+ + + +
+
#   + + + AssignmentState() +
+ + + + +
+
+
#   + + CREATED = 'created' +
+ + + + +
+
+
#   + + LAUNCHED = 'launched' +
+ + + + +
+
+
#   + + ASSIGNED = 'assigned' +
+ + + + +
+
+
#   + + COMPLETED = 'completed' +
+ + + + +
+
+
#   + + ACCEPTED = 'accepted' +
+ + + + +
+
+
#   + + MIXED = 'mixed' +
+ + + + +
+
+
#   + + REJECTED = 'rejected' +
+ + + + +
+
+
#   + + SOFT_REJECTED = 'soft_rejected' +
+ + + + +
+
+
#   + + EXPIRED = 'expired' +
+ + + + +
+
+
#   + +
@staticmethod
+ + def + valid() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def valid() -> List[str]:
+        """Return all valid assignment statuses"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.MIXED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+ +
+ +

Return all valid assignment statuses

+
+ + +
+
+
#   + +
@staticmethod
+ + def + incomplete() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def incomplete() -> List[str]:
+        """Return all statuses that are considered incomplete"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+        ]
+
+ +
+ +

Return all statuses that are considered incomplete

+
+ + +
+
+
#   + +
@staticmethod
+ + def + payable() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def payable() -> List[str]:
+        """Return all statuses that should be considered spent budget"""
+        return [
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+ +
+ +

Return all statuses that should be considered spent budget

+
+ + +
+
+
#   + +
@staticmethod
+ + def + valid_unit() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def valid_unit() -> List[str]:
+        """Return all statuses that are valids for a Unit"""
+        return [
+            AssignmentState.CREATED,
+            AssignmentState.LAUNCHED,
+            AssignmentState.ASSIGNED,
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+ +
+ +

Return all statuses that are valids for a Unit

+
+ + +
+
+
#   + +
@staticmethod
+ + def + final_unit() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def final_unit() -> List[str]:
+        """Return all statuses that are terminal for a Unit"""
+        return [
+            AssignmentState.ACCEPTED,
+            AssignmentState.EXPIRED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+ +
+ +

Return all statuses that are terminal for a Unit

+
+ + +
+
+
#   + +
@staticmethod
+ + def + completed() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def completed() -> List[str]:
+        """Return all statuses that denote a unit having been completed"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+        ]
+
+ +
+ +

Return all statuses that denote a unit having been completed

+
+ + +
+
+
#   + +
@staticmethod
+ + def + final_agent() -> List[str]: +
+ +
+ View Source + 
    @staticmethod
+    def final_agent() -> List[str]:
+        """Return all statuses that are terminal changes to a Unit's agent"""
+        return [
+            AssignmentState.COMPLETED,
+            AssignmentState.ACCEPTED,
+            AssignmentState.REJECTED,
+            AssignmentState.SOFT_REJECTED,
+            AssignmentState.EXPIRED,
+        ]
+
+ +
+ +

Return all statuses that are terminal changes to a Unit's agent

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/exceptions.html b/docs/web/static/python_api/mephisto/data_model/exceptions.html new file mode 100644 index 000000000..6e367b609 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/exceptions.html @@ -0,0 +1,600 @@ + + + + + + + + + mephisto.data_model.exceptions API documentation + + + + + + + + + +
+
+

+mephisto.data_model.exceptions

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+# types of exceptions thrown when an agent exits the chat. These are thrown
+# on a failed act call call. If one of these is thrown and not handled,
+# the world should die and enter cleanup.
+class AbsentAgentError(Exception):
+    """Exceptions for when an agent leaves a task"""
+
+    def __init__(self, message, agent_id):
+        self.message = message
+        self.agent_id = agent_id
+
+
+class AgentDisconnectedError(AbsentAgentError):
+    """Exception for a real disconnect event (no signal)"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"Agent disconnected", agent_id)
+
+
+class AgentTimeoutError(AbsentAgentError):
+    """Exception for when a worker doesn't respond in time"""
+
+    def __init__(self, timeout, agent_id):
+        super().__init__(f"Agent exceeded {timeout}", agent_id)
+
+
+class AgentReturnedError(AbsentAgentError):
+    """Exception for an explicit return event (worker returns task)"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"Agent returned task", agent_id)
+
+
+class AgentShutdownError(AbsentAgentError):
+    """Exception for when a task is shutdown but agents are still in a task"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"This agent has been forced to shut down", agent_id)
+
+ +
+ +
+
+
+ #   + + + class + AbsentAgentError(builtins.Exception): +
+ +
+ View Source + 
class AbsentAgentError(Exception):
+    """Exceptions for when an agent leaves a task"""
+
+    def __init__(self, message, agent_id):
+        self.message = message
+        self.agent_id = agent_id
+
+ +
+ +

Exceptions for when an agent leaves a task

+
+ + +
+
#   + + + AbsentAgentError(message, agent_id) +
+ +
+ View Source + 
    def __init__(self, message, agent_id):
+        self.message = message
+        self.agent_id = agent_id
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + AgentDisconnectedError(AbsentAgentError): +
+ +
+ View Source + 
class AgentDisconnectedError(AbsentAgentError):
+    """Exception for a real disconnect event (no signal)"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"Agent disconnected", agent_id)
+
+ +
+ +

Exception for a real disconnect event (no signal)

+
+ + +
+
#   + + + AgentDisconnectedError(agent_id) +
+ +
+ View Source + 
    def __init__(self, agent_id):
+        super().__init__(f"Agent disconnected", agent_id)
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + AgentTimeoutError(AbsentAgentError): +
+ +
+ View Source + 
class AgentTimeoutError(AbsentAgentError):
+    """Exception for when a worker doesn't respond in time"""
+
+    def __init__(self, timeout, agent_id):
+        super().__init__(f"Agent exceeded {timeout}", agent_id)
+
+ +
+ +

Exception for when a worker doesn't respond in time

+
+ + +
+
#   + + + AgentTimeoutError(timeout, agent_id) +
+ +
+ View Source + 
    def __init__(self, timeout, agent_id):
+        super().__init__(f"Agent exceeded {timeout}", agent_id)
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + AgentReturnedError(AbsentAgentError): +
+ +
+ View Source + 
class AgentReturnedError(AbsentAgentError):
+    """Exception for an explicit return event (worker returns task)"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"Agent returned task", agent_id)
+
+ +
+ +

Exception for an explicit return event (worker returns task)

+
+ + +
+
#   + + + AgentReturnedError(agent_id) +
+ +
+ View Source + 
    def __init__(self, agent_id):
+        super().__init__(f"Agent returned task", agent_id)
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+
+ #   + + + class + AgentShutdownError(AbsentAgentError): +
+ +
+ View Source + 
class AgentShutdownError(AbsentAgentError):
+    """Exception for when a task is shutdown but agents are still in a task"""
+
+    def __init__(self, agent_id):
+        super().__init__(f"This agent has been forced to shut down", agent_id)
+
+ +
+ +

Exception for when a task is shutdown but agents are still in a task

+
+ + +
+
#   + + + AgentShutdownError(agent_id) +
+ +
+ View Source + 
    def __init__(self, agent_id):
+        super().__init__(f"This agent has been forced to shut down", agent_id)
+
+ +
+ + + +
+
+
Inherited Members
+
+
builtins.BaseException
+
with_traceback
+
args
+ +
+
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/packet.html b/docs/web/static/python_api/mephisto/data_model/packet.html new file mode 100644 index 000000000..a4f333802 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/packet.html @@ -0,0 +1,556 @@ + + + + + + + + + mephisto.data_model.packet API documentation + + + + + + + + + +
+
+

+mephisto.data_model.packet

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import Optional, Dict, Any
+import time
+
+PACKET_TYPE_ALIVE = "alive"
+PACKET_TYPE_SUBMIT_ONBOARDING = "submit_onboarding"
+PACKET_TYPE_SUBMIT_UNIT = "submit_unit"
+PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE = "client_bound_live_update"
+PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE = "mephisto_bound_live_update"
+PACKET_TYPE_REGISTER_AGENT = "register_agent"
+PACKET_TYPE_AGENT_DETAILS = "agent_details"
+PACKET_TYPE_UPDATE_STATUS = "update_status"
+PACKET_TYPE_REQUEST_STATUSES = "request_statuses"
+PACKET_TYPE_RETURN_STATUSES = "return_statuses"
+PACKET_TYPE_ERROR = "log_error"
+
+
+class Packet:
+    """
+    Simple class for encapsulating messages as sent between the
+    Mephisto python client, the router, and any frontend.
+
+    Used to be able to make assertions about the kind of data
+    being sent for specific message types.
+    """
+
+    def __init__(
+        self,
+        packet_type: str,
+        subject_id: str,  # Target agent id the packet is about
+        data: Optional[Dict[str, Any]] = None,
+        client_timestamp: Optional[float] = None,
+        router_incoming_timestamp: Optional[float] = None,
+        router_outgoing_timestamp: Optional[float] = None,
+        server_timestamp: Optional[float] = None,
+    ):
+        self.type = packet_type
+        self.subject_id = subject_id
+        self.data = {} if data is None else data
+        if server_timestamp is None:
+            server_timestamp = time.time()
+        self.server_timestamp = server_timestamp
+        self.client_timestamp = client_timestamp
+        self.router_incoming_timestamp = router_incoming_timestamp
+        self.router_outgoing_timestamp = router_outgoing_timestamp
+
+    @staticmethod
+    def from_dict(input_dict: Dict[str, Any]) -> "Packet":
+        required_fields = ["packet_type", "subject_id", "data"]
+        for field in required_fields:
+            assert (
+                field in input_dict
+            ), f"Packet input dict {input_dict} missing required field {field}"
+        return Packet(
+            packet_type=input_dict["packet_type"],
+            subject_id=input_dict["subject_id"],
+            data=input_dict["data"],
+            client_timestamp=input_dict.get("client_timestamp"),
+            router_incoming_timestamp=input_dict.get("router_incoming_timestamp"),
+            router_outgoing_timestamp=input_dict.get("router_outgoing_timestamp"),
+            server_timestamp=input_dict.get("server_timestamp"),
+        )
+
+    def to_sendable_dict(self) -> Dict[str, Any]:
+        return {
+            "packet_type": self.type,
+            "subject_id": self.subject_id,
+            "data": self.data,
+            "client_timestamp": self.client_timestamp,
+            "router_incoming_timestamp": self.router_incoming_timestamp,
+            "router_outgoing_timestamp": self.router_outgoing_timestamp,
+            "server_timestamp": self.server_timestamp,
+        }
+
+    def copy(self):
+        return Packet.from_dict(self.to_sendable_dict())
+
+    def __str__(self) -> str:
+        return str(self.to_sendable_dict())
+
+ +
+ +
+
+
+ #   + + + class + Packet: +
+ +
+ View Source + 
class Packet:
+    """
+    Simple class for encapsulating messages as sent between the
+    Mephisto python client, the router, and any frontend.
+
+    Used to be able to make assertions about the kind of data
+    being sent for specific message types.
+    """
+
+    def __init__(
+        self,
+        packet_type: str,
+        subject_id: str,  # Target agent id the packet is about
+        data: Optional[Dict[str, Any]] = None,
+        client_timestamp: Optional[float] = None,
+        router_incoming_timestamp: Optional[float] = None,
+        router_outgoing_timestamp: Optional[float] = None,
+        server_timestamp: Optional[float] = None,
+    ):
+        self.type = packet_type
+        self.subject_id = subject_id
+        self.data = {} if data is None else data
+        if server_timestamp is None:
+            server_timestamp = time.time()
+        self.server_timestamp = server_timestamp
+        self.client_timestamp = client_timestamp
+        self.router_incoming_timestamp = router_incoming_timestamp
+        self.router_outgoing_timestamp = router_outgoing_timestamp
+
+    @staticmethod
+    def from_dict(input_dict: Dict[str, Any]) -> "Packet":
+        required_fields = ["packet_type", "subject_id", "data"]
+        for field in required_fields:
+            assert (
+                field in input_dict
+            ), f"Packet input dict {input_dict} missing required field {field}"
+        return Packet(
+            packet_type=input_dict["packet_type"],
+            subject_id=input_dict["subject_id"],
+            data=input_dict["data"],
+            client_timestamp=input_dict.get("client_timestamp"),
+            router_incoming_timestamp=input_dict.get("router_incoming_timestamp"),
+            router_outgoing_timestamp=input_dict.get("router_outgoing_timestamp"),
+            server_timestamp=input_dict.get("server_timestamp"),
+        )
+
+    def to_sendable_dict(self) -> Dict[str, Any]:
+        return {
+            "packet_type": self.type,
+            "subject_id": self.subject_id,
+            "data": self.data,
+            "client_timestamp": self.client_timestamp,
+            "router_incoming_timestamp": self.router_incoming_timestamp,
+            "router_outgoing_timestamp": self.router_outgoing_timestamp,
+            "server_timestamp": self.server_timestamp,
+        }
+
+    def copy(self):
+        return Packet.from_dict(self.to_sendable_dict())
+
+    def __str__(self) -> str:
+        return str(self.to_sendable_dict())
+
+ +
+ +

Simple class for encapsulating messages as sent between the +Mephisto python client, the router, and any frontend.

+ +

Used to be able to make assertions about the kind of data +being sent for specific message types.

+
+ + +
+
#   + + + Packet( + packet_type: str, + subject_id: str, + data: Union[Dict[str, Any], NoneType] = None, + client_timestamp: Union[float, NoneType] = None, + router_incoming_timestamp: Union[float, NoneType] = None, + router_outgoing_timestamp: Union[float, NoneType] = None, + server_timestamp: Union[float, NoneType] = None +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        packet_type: str,
+        subject_id: str,  # Target agent id the packet is about
+        data: Optional[Dict[str, Any]] = None,
+        client_timestamp: Optional[float] = None,
+        router_incoming_timestamp: Optional[float] = None,
+        router_outgoing_timestamp: Optional[float] = None,
+        server_timestamp: Optional[float] = None,
+    ):
+        self.type = packet_type
+        self.subject_id = subject_id
+        self.data = {} if data is None else data
+        if server_timestamp is None:
+            server_timestamp = time.time()
+        self.server_timestamp = server_timestamp
+        self.client_timestamp = client_timestamp
+        self.router_incoming_timestamp = router_incoming_timestamp
+        self.router_outgoing_timestamp = router_outgoing_timestamp
+
+ +
+ + + +
+
+
#   + +
@staticmethod
+ + def + from_dict(input_dict: Dict[str, Any]) -> mephisto.data_model.packet.Packet: +
+ +
+ View Source + 
    @staticmethod
+    def from_dict(input_dict: Dict[str, Any]) -> "Packet":
+        required_fields = ["packet_type", "subject_id", "data"]
+        for field in required_fields:
+            assert (
+                field in input_dict
+            ), f"Packet input dict {input_dict} missing required field {field}"
+        return Packet(
+            packet_type=input_dict["packet_type"],
+            subject_id=input_dict["subject_id"],
+            data=input_dict["data"],
+            client_timestamp=input_dict.get("client_timestamp"),
+            router_incoming_timestamp=input_dict.get("router_incoming_timestamp"),
+            router_outgoing_timestamp=input_dict.get("router_outgoing_timestamp"),
+            server_timestamp=input_dict.get("server_timestamp"),
+        )
+
+ +
+ + + +
+
+
#   + + + def + to_sendable_dict(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def to_sendable_dict(self) -> Dict[str, Any]:
+        return {
+            "packet_type": self.type,
+            "subject_id": self.subject_id,
+            "data": self.data,
+            "client_timestamp": self.client_timestamp,
+            "router_incoming_timestamp": self.router_incoming_timestamp,
+            "router_outgoing_timestamp": self.router_outgoing_timestamp,
+            "server_timestamp": self.server_timestamp,
+        }
+
+ +
+ + + +
+
+
#   + + + def + copy(self): +
+ +
+ View Source + 
    def copy(self):
+        return Packet.from_dict(self.to_sendable_dict())
+
+ +
+ + + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/project.html b/docs/web/static/python_api/mephisto/data_model/project.html new file mode 100644 index 000000000..7d473ec44 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/project.html @@ -0,0 +1,554 @@ + + + + + + + + + mephisto.data_model.project API documentation + + + + + + + + + +
+
+

+mephisto.data_model.project

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model.constants import NO_PROJECT_NAME
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedMeta,
+    MephistoDataModelComponentMixin,
+)
+
+from typing import List, Mapping, Any, Optional, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task import Task
+
+
+class Project(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    High level project that many crowdsourcing tasks may be related to. Useful
+    for budgeting and grouping tasks for a review perspective.
+
+    Abstracts relevant queries behind usable functions.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Project and data model access via Project(db, id) is "
+                "now deprecated in favor of calling Project.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = self.db.get_project(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["project_id"]
+        self.project_name: str = row["project_name"]
+
+    def get_tasks(self) -> List["Task"]:
+        """
+        Return the list of tasks that are run as part of this project
+        """
+        return self.db.find_tasks(project_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this project
+        across all tasks.
+        """
+        tasks = self.get_tasks()
+        sum_total = 0.0
+        for task in tasks:
+            sum_total += task.get_total_spend()
+        return sum_total
+
+    @staticmethod
+    def new(self, db: "MephistoDB", project_name: str) -> "Project":
+        """
+        Try to create a new project by this name, raise an exception if
+        the name already exists.
+        """
+        assert (
+            project_name != NO_PROJECT_NAME
+        ), f"{project_name} is a reserved name that cannot be used as a project name."
+        db_id = db.new_project(project_name)
+        return Project.get(db, db_id)
+
+ +
+ +
+
+
+ #   + + + class + Project(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Project(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    High level project that many crowdsourcing tasks may be related to. Useful
+    for budgeting and grouping tasks for a review perspective.
+
+    Abstracts relevant queries behind usable functions.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Project and data model access via Project(db, id) is "
+                "now deprecated in favor of calling Project.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = self.db.get_project(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["project_id"]
+        self.project_name: str = row["project_name"]
+
+    def get_tasks(self) -> List["Task"]:
+        """
+        Return the list of tasks that are run as part of this project
+        """
+        return self.db.find_tasks(project_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this project
+        across all tasks.
+        """
+        tasks = self.get_tasks()
+        sum_total = 0.0
+        for task in tasks:
+            sum_total += task.get_total_spend()
+        return sum_total
+
+    @staticmethod
+    def new(self, db: "MephistoDB", project_name: str) -> "Project":
+        """
+        Try to create a new project by this name, raise an exception if
+        the name already exists.
+        """
+        assert (
+            project_name != NO_PROJECT_NAME
+        ), f"{project_name} is a reserved name that cannot be used as a project name."
+        db_id = db.new_project(project_name)
+        return Project.get(db, db_id)
+
+ +
+ +

High level project that many crowdsourcing tasks may be related to. Useful +for budgeting and grouping tasks for a review perspective.

+ +

Abstracts relevant queries behind usable functions.

+
+ + +
+
#   + + + Project( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Project and data model access via Project(db, id) is "
+                "now deprecated in favor of calling Project.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = self.db.get_project(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["project_id"]
+        self.project_name: str = row["project_name"]
+
+ +
+ + + +
+
+
#   + + + def + get_tasks(self) -> list[mephisto.data_model.task.Task]: +
+ +
+ View Source + 
    def get_tasks(self) -> List["Task"]:
+        """
+        Return the list of tasks that are run as part of this project
+        """
+        return self.db.find_tasks(project_id=self.db_id)
+
+ +
+ +

Return the list of tasks that are run as part of this project

+
+ + +
+
+
#   + + + def + get_total_spend(self) -> float: +
+ +
+ View Source + 
    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this project
+        across all tasks.
+        """
+        tasks = self.get_tasks()
+        sum_total = 0.0
+        for task in tasks:
+            sum_total += task.get_total_spend()
+        return sum_total
+
+ +
+ +

Return the total amount of funding spent for this project +across all tasks.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + self, + db: mephisto.abstractions.database.MephistoDB, + project_name: str +) -> mephisto.data_model.project.Project: +
+ +
+ View Source + 
    @staticmethod
+    def new(self, db: "MephistoDB", project_name: str) -> "Project":
+        """
+        Try to create a new project by this name, raise an exception if
+        the name already exists.
+        """
+        assert (
+            project_name != NO_PROJECT_NAME
+        ), f"{project_name} is a reserved name that cannot be used as a project name."
+        db_id = db.new_project(project_name)
+        return Project.get(db, db_id)
+
+ +
+ +

Try to create a new project by this name, raise an exception if +the name already exists.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/qualification.html b/docs/web/static/python_api/mephisto/data_model/qualification.html new file mode 100644 index 000000000..b2d090dc3 --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/qualification.html @@ -0,0 +1,523 @@ + + + + + + + + + mephisto.data_model.qualification API documentation + + + + + + + + + +
+
+

+mephisto.data_model.qualification

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedMeta,
+    MephistoDataModelComponentMixin,
+)
+
+from typing import Optional, Mapping, TYPE_CHECKING, Any
+
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+QUAL_GREATER = "GreaterThan"
+QUAL_GREATER_EQUAL = "GreaterThanOrEqualTo"
+QUAL_LESS = "LessThan"
+QUAL_LESS_EQUAL = "LessThanOrEqualTo"
+QUAL_EQUAL = "EqualTo"
+QUAL_NOT_EQUAL = "NotEqualTo"
+QUAL_EXISTS = "Exists"
+QUAL_NOT_EXIST = "DoesNotExist"
+QUAL_IN_LIST = "In"
+QUAL_NOT_IN_LIST = "NotIn"
+
+SUPPORTED_COMPARATORS = [
+    QUAL_GREATER,
+    QUAL_GREATER_EQUAL,
+    QUAL_LESS,
+    QUAL_LESS_EQUAL,
+    QUAL_EQUAL,
+    QUAL_NOT_EQUAL,
+    QUAL_EXISTS,
+    QUAL_NOT_EXIST,
+    QUAL_IN_LIST,
+    QUAL_NOT_IN_LIST,
+]
+
+COMPARATOR_OPERATIONS = {
+    QUAL_GREATER: lambda x, y: x > y,
+    QUAL_GREATER_EQUAL: lambda x, y: x >= y,
+    QUAL_LESS: lambda x, y: x < y,
+    QUAL_LESS_EQUAL: lambda x, y: x <= y,
+    QUAL_EQUAL: lambda x, y: x == y,
+    QUAL_NOT_EQUAL: lambda x, y: not x == y,
+    QUAL_IN_LIST: lambda x, y: x in y,
+    QUAL_NOT_IN_LIST: lambda x, y: x not in y,
+}
+
+
+class Qualification(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """Simple convenience wrapper for Qualifications in the data model"""
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Qualification and data model access via Qualification(db, id) is "
+                "now deprecated in favor of calling Qualification.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_qualification(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["qualification_id"]
+        self.qualification_name: str = row["qualification_name"]
+
+
+class GrantedQualification:
+    """Convenience wrapper for tracking granted qualifications"""
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        qualification_id: str,
+        worker_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_granted_qualification(qualification_id, worker_id)
+        assert row is not None, f"Granted qualification did not exist in given db"
+        self.worker_id: str = row["worker_id"]
+        self.qualification_id: str = row["qualification_id"]
+        self.value: str = row["value"]
+
+ +
+ +
+
+
+ #   + + + class + Qualification(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Qualification(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """Simple convenience wrapper for Qualifications in the data model"""
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Qualification and data model access via Qualification(db, id) is "
+                "now deprecated in favor of calling Qualification.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_qualification(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["qualification_id"]
+        self.qualification_name: str = row["qualification_name"]
+
+ +
+ +

Simple convenience wrapper for Qualifications in the data model

+
+ + +
+
#   + + + Qualification( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Qualification and data model access via Qualification(db, id) is "
+                "now deprecated in favor of calling Qualification.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_qualification(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["qualification_id"]
+        self.qualification_name: str = row["qualification_name"]
+
+ +
+ + + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + GrantedQualification: +
+ +
+ View Source + 
class GrantedQualification:
+    """Convenience wrapper for tracking granted qualifications"""
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        qualification_id: str,
+        worker_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_granted_qualification(qualification_id, worker_id)
+        assert row is not None, f"Granted qualification did not exist in given db"
+        self.worker_id: str = row["worker_id"]
+        self.qualification_id: str = row["qualification_id"]
+        self.value: str = row["value"]
+
+ +
+ +

Convenience wrapper for tracking granted qualifications

+
+ + +
+
#   + + + GrantedQualification( + db: mephisto.abstractions.database.MephistoDB, + qualification_id: str, + worker_id: str, + row: Union[Mapping[str, Any], NoneType] = None +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        qualification_id: str,
+        worker_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+    ):
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_granted_qualification(qualification_id, worker_id)
+        assert row is not None, f"Granted qualification did not exist in given db"
+        self.worker_id: str = row["worker_id"]
+        self.qualification_id: str = row["qualification_id"]
+        self.value: str = row["value"]
+
+ +
+ + + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/requester.html b/docs/web/static/python_api/mephisto/data_model/requester.html new file mode 100644 index 000000000..8dc660e7e --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/requester.html @@ -0,0 +1,1024 @@ + + + + + + + + + mephisto.data_model.requester API documentation + + + + + + + + + +
+
+

+mephisto.data_model.requester

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from abc import abstractmethod, abstractstaticmethod
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedABCMeta,
+    MephistoDataModelComponentMixin,
+)
+from dataclasses import dataclass, field
+from omegaconf import MISSING, DictConfig
+
+from typing import List, Optional, Mapping, Dict, TYPE_CHECKING, Any, Type, ClassVar
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+@dataclass
+class RequesterArgs:
+    """Base class for arguments to register a requester"""
+
+    name: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+
+
+class Requester(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass: ClassVar[Type["RequesterArgs"]] = RequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Requester and data model access via Requester(db, id) is "
+                "now deprecated in favor of calling Requester.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_requester(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["requester_id"]
+        self.provider_type: str = row["provider_type"]
+        self.requester_name: str = row["requester_name"]
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_task_runs(self) -> List["TaskRun"]:
+        """
+        Return the list of task runs that are run by this requester
+        """
+        return self.db.find_task_runs(requester_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent by this requester
+        across all tasks.
+        """
+        task_runs = self.db.find_task_runs(requester_id=self.db_id)
+        total_spend = 0.0
+        for run in task_runs:
+            total_spend += run.get_total_spend()
+        return total_spend
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """
+        Determine if this is a requester on a sandbox/test account
+        """
+        return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    @staticmethod
+    def _register_requester(
+        db: "MephistoDB", requester_id: str, provider_type: str
+    ) -> "Requester":
+        """
+        Create an entry for this requester in the database
+        """
+        db_id = db.new_requester(requester_id, provider_type)
+        requester = Requester.get(db, db_id)
+        logger.debug(f"Registered new requester {requester}")
+        return requester
+
+    # Children classes should implement the following methods
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+
+        Should throw an exception if something is wrong with provided registration arguments.
+        """
+        raise NotImplementedError()
+
+    def is_registered(self) -> bool:
+        """Check to see if this requester has already been registered"""
+        raise NotImplementedError()
+
+    def get_available_budget(self) -> float:
+        """
+        Return the funds that this requester profile has available for usage with
+        its crowdsourcing vendor
+        """
+        raise NotImplementedError()
+
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Produce a dict of this requester and important features for json serialization
+        """
+        return {
+            "requester_id": self.db_id,
+            "provider_type": self.provider_type,
+            "requester_name": self.requester_name,
+            "registered": self.is_registered(),
+        }
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        """
+        Try to create a new requester by this name, raise an exception if
+        the name already exists.
+
+        Implementation should call _register_requester(db, requester_id) when sure the requester
+        can be successfully created to have it put into the db and return the result.
+        """
+        raise NotImplementedError()
+
+ +
+ +
+
+
+ #   + + + class + RequesterArgs: +
+ +
+ View Source + 
class RequesterArgs:
+    """Base class for arguments to register a requester"""
+
+    name: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+
+ +
+ +

Base class for arguments to register a requester

+
+ + +
+
#   + + + RequesterArgs(name: str = '???') +
+ + + + +
+
+
#   + + name: str = '???' +
+ + + + +
+
+
+
+ #   + + + class + Requester(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Requester(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    High level class representing a requester on some kind of crowd provider. Sets some default
+    initializations, but mostly should be extended by the specific requesters for crowd providers
+    with whatever implementation details are required to get those to work.
+    """
+
+    ArgsClass: ClassVar[Type["RequesterArgs"]] = RequesterArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Requester and data model access via Requester(db, id) is "
+                "now deprecated in favor of calling Requester.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_requester(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["requester_id"]
+        self.provider_type: str = row["provider_type"]
+        self.requester_name: str = row["requester_name"]
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_task_runs(self) -> List["TaskRun"]:
+        """
+        Return the list of task runs that are run by this requester
+        """
+        return self.db.find_task_runs(requester_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent by this requester
+        across all tasks.
+        """
+        task_runs = self.db.find_task_runs(requester_id=self.db_id)
+        total_spend = 0.0
+        for run in task_runs:
+            total_spend += run.get_total_spend()
+        return total_spend
+
+    @classmethod
+    def is_sandbox(self) -> bool:
+        """
+        Determine if this is a requester on a sandbox/test account
+        """
+        return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    @staticmethod
+    def _register_requester(
+        db: "MephistoDB", requester_id: str, provider_type: str
+    ) -> "Requester":
+        """
+        Create an entry for this requester in the database
+        """
+        db_id = db.new_requester(requester_id, provider_type)
+        requester = Requester.get(db, db_id)
+        logger.debug(f"Registered new requester {requester}")
+        return requester
+
+    # Children classes should implement the following methods
+
+    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+
+        Should throw an exception if something is wrong with provided registration arguments.
+        """
+        raise NotImplementedError()
+
+    def is_registered(self) -> bool:
+        """Check to see if this requester has already been registered"""
+        raise NotImplementedError()
+
+    def get_available_budget(self) -> float:
+        """
+        Return the funds that this requester profile has available for usage with
+        its crowdsourcing vendor
+        """
+        raise NotImplementedError()
+
+    def to_dict(self) -> Dict[str, Any]:
+        """
+        Produce a dict of this requester and important features for json serialization
+        """
+        return {
+            "requester_id": self.db_id,
+            "provider_type": self.provider_type,
+            "requester_name": self.requester_name,
+            "registered": self.is_registered(),
+        }
+
+    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        """
+        Try to create a new requester by this name, raise an exception if
+        the name already exists.
+
+        Implementation should call _register_requester(db, requester_id) when sure the requester
+        can be successfully created to have it put into the db and return the result.
+        """
+        raise NotImplementedError()
+
+ +
+ +

High level class representing a requester on some kind of crowd provider. Sets some default +initializations, but mostly should be extended by the specific requesters for crowd providers +with whatever implementation details are required to get those to work.

+
+ + +
+
#   + + + Requester( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Requester":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Requester class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Requester
+        as you will instead be returned the correct Requester class according to
+        the crowdprovider associated with this Requester.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Requester:
+            # We are trying to construct a Requester, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_requester(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).RequesterClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Requester class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Requester +as you will instead be returned the correct Requester class according to +the crowdprovider associated with this Requester.

+
+ + +
+
+
#   + + + def + get_task_runs(self) -> list[mephisto.data_model.task_run.TaskRun]: +
+ +
+ View Source + 
    def get_task_runs(self) -> List["TaskRun"]:
+        """
+        Return the list of task runs that are run by this requester
+        """
+        return self.db.find_task_runs(requester_id=self.db_id)
+
+ +
+ +

Return the list of task runs that are run by this requester

+
+ + +
+
+
#   + + + def + get_total_spend(self) -> float: +
+ +
+ View Source + 
    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent by this requester
+        across all tasks.
+        """
+        task_runs = self.db.find_task_runs(requester_id=self.db_id)
+        total_spend = 0.0
+        for run in task_runs:
+            total_spend += run.get_total_spend()
+        return total_spend
+
+ +
+ +

Return the total amount of funding spent by this requester +across all tasks.

+
+ + +
+
+
#   + +
@classmethod
+ + def + is_sandbox(self) -> bool: +
+ +
+ View Source + 
    @classmethod
+    def is_sandbox(self) -> bool:
+        """
+        Determine if this is a requester on a sandbox/test account
+        """
+        return False
+
+ +
+ +

Determine if this is a requester on a sandbox/test account

+
+ + +
+
+
#   + + + def + register( + self, + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> None: +
+ +
+ View Source + 
    def register(self, args: Optional[DictConfig] = None) -> None:
+        """
+        Register this requester with the crowd provider by providing any required credentials
+        or such. If no args are provided, assume the registration is already made and try
+        to assert it as such.
+
+        Should throw an exception if something is wrong with provided registration arguments.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Register this requester with the crowd provider by providing any required credentials +or such. If no args are provided, assume the registration is already made and try +to assert it as such.

+ +

Should throw an exception if something is wrong with provided registration arguments.

+
+ + +
+
+
#   + + + def + is_registered(self) -> bool: +
+ +
+ View Source + 
    def is_registered(self) -> bool:
+        """Check to see if this requester has already been registered"""
+        raise NotImplementedError()
+
+ +
+ +

Check to see if this requester has already been registered

+
+ + +
+
+
#   + + + def + get_available_budget(self) -> float: +
+ +
+ View Source + 
    def get_available_budget(self) -> float:
+        """
+        Return the funds that this requester profile has available for usage with
+        its crowdsourcing vendor
+        """
+        raise NotImplementedError()
+
+ +
+ +

Return the funds that this requester profile has available for usage with +its crowdsourcing vendor

+
+ + +
+
+
#   + + + def + to_dict(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def to_dict(self) -> Dict[str, Any]:
+        """
+        Produce a dict of this requester and important features for json serialization
+        """
+        return {
+            "requester_id": self.db_id,
+            "provider_type": self.provider_type,
+            "requester_name": self.requester_name,
+            "registered": self.is_registered(),
+        }
+
+ +
+ +

Produce a dict of this requester and important features for json serialization

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + requester_name: str +) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", requester_name: str) -> "Requester":
+        """
+        Try to create a new requester by this name, raise an exception if
+        the name already exists.
+
+        Implementation should call _register_requester(db, requester_id) when sure the requester
+        can be successfully created to have it put into the db and return the result.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Try to create a new requester by this name, raise an exception if +the name already exists.

+ +

Implementation should call _register_requester(db, requester_id) when sure the requester +can be successfully created to have it put into the db and return the result.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + Requester.ArgsClass: +
+ +
+ View Source + 
class RequesterArgs:
+    """Base class for arguments to register a requester"""
+
+    name: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Name for the requester in the Mephisto DB.",
+            "required": True,
+        },
+    )
+
+ +
+ +

Base class for arguments to register a requester

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/task.html b/docs/web/static/python_api/mephisto/data_model/task.html new file mode 100644 index 000000000..c78b3e7fd --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/task.html @@ -0,0 +1,773 @@ + + + + + + + + + mephisto.data_model.task API documentation + + + + + + + + + +
+
+

+mephisto.data_model.task

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import os
+from shutil import copytree
+
+from mephisto.data_model.project import Project
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedMeta,
+    MephistoDataModelComponentMixin,
+)
+from mephisto.utils.dirs import get_dir_for_task
+
+from functools import reduce
+
+from typing import List, Optional, Mapping, TYPE_CHECKING, Any
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+
+
+def assert_task_is_valid(dir_name, task_type) -> None:
+    """
+    Go through the given task directory and ensure it is valid under the
+    given task type
+    """
+    # TODO(#97) actually check to ensure all the expected files are there
+    pass
+
+
+class Task(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class contains all of the required tidbits for launching a set of
+    assignments, primarily by leveraging a blueprint. It also takes the
+    project name if this task is to be associated with a specific project.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Task and data model access via Task(db, id) is "
+                "now deprecated in favor of calling Task.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_id"]
+        self.task_name: str = row["task_name"]
+        self.task_type: str = row["task_type"]
+        self.project_id: Optional[str] = row["project_id"]
+        self.parent_task_id: Optional[str] = row["parent_task_id"]
+
+    def get_project(self) -> Optional[Project]:
+        """
+        Get the project for this task, if it exists
+        """
+        if self.project_id is not None:
+            return Project.get(self.db, self.project_id)
+        else:
+            return None
+
+    def set_project(self, project: Project) -> None:
+        if self.project_id != project.db_id:
+            # TODO(#101) this constitutes an update, must go back to the db
+            raise NotImplementedError()
+
+    def get_runs(self) -> List["TaskRun"]:
+        """
+        Return all of the runs of this task that have been launched
+        """
+        return self.db.find_task_runs(task_id=self.db_id)
+
+    def get_assignments(self) -> List["Assignment"]:
+        """
+        Return all of the assignments for all runs of this task
+        """
+        return self.db.find_assignments(task_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this task.
+        """
+        total_spend = 0.0
+        for task_run in self.get_runs():
+            total_spend += task_run.get_total_spend()
+        return total_spend
+
+    @staticmethod
+    def new(
+        db: "MephistoDB",
+        task_name: str,
+        task_type: str,
+    ) -> "Task":
+        """
+        Create a new task by the given name, ensure that the folder for this task
+        exists and has the expected directories and files. If a project is
+        specified, register the task underneath it
+        """
+        # TODO(#567) this state management should be offloaded to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        assert (
+            len(db.find_tasks(task_name=task_name)) == 0
+        ), f"A task named {task_name} already exists!"
+
+        new_task_dir = get_dir_for_task(task_name, not_exists_ok=True)
+        assert new_task_dir is not None, "Should always be able to make a new task dir"
+        assert_task_is_valid(new_task_dir, task_type)
+
+        db_id = db.new_task(task_name, task_type)
+        return Task.get(db, db_id)
+
+        def __repr__(self):
+            return f"Task-{self.task_name} [{self.task_type}]"
+
+ +
+ +
+
+
#   + + + def + assert_task_is_valid(dir_name, task_type) -> None: +
+ +
+ View Source + 
def assert_task_is_valid(dir_name, task_type) -> None:
+    """
+    Go through the given task directory and ensure it is valid under the
+    given task type
+    """
+    # TODO(#97) actually check to ensure all the expected files are there
+    pass
+
+ +
+ +

Go through the given task directory and ensure it is valid under the +given task type

+
+ + +
+
+
+ #   + + + class + Task(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Task(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class contains all of the required tidbits for launching a set of
+    assignments, primarily by leveraging a blueprint. It also takes the
+    project name if this task is to be associated with a specific project.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Task and data model access via Task(db, id) is "
+                "now deprecated in favor of calling Task.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_id"]
+        self.task_name: str = row["task_name"]
+        self.task_type: str = row["task_type"]
+        self.project_id: Optional[str] = row["project_id"]
+        self.parent_task_id: Optional[str] = row["parent_task_id"]
+
+    def get_project(self) -> Optional[Project]:
+        """
+        Get the project for this task, if it exists
+        """
+        if self.project_id is not None:
+            return Project.get(self.db, self.project_id)
+        else:
+            return None
+
+    def set_project(self, project: Project) -> None:
+        if self.project_id != project.db_id:
+            # TODO(#101) this constitutes an update, must go back to the db
+            raise NotImplementedError()
+
+    def get_runs(self) -> List["TaskRun"]:
+        """
+        Return all of the runs of this task that have been launched
+        """
+        return self.db.find_task_runs(task_id=self.db_id)
+
+    def get_assignments(self) -> List["Assignment"]:
+        """
+        Return all of the assignments for all runs of this task
+        """
+        return self.db.find_assignments(task_id=self.db_id)
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this task.
+        """
+        total_spend = 0.0
+        for task_run in self.get_runs():
+            total_spend += task_run.get_total_spend()
+        return total_spend
+
+    @staticmethod
+    def new(
+        db: "MephistoDB",
+        task_name: str,
+        task_type: str,
+    ) -> "Task":
+        """
+        Create a new task by the given name, ensure that the folder for this task
+        exists and has the expected directories and files. If a project is
+        specified, register the task underneath it
+        """
+        # TODO(#567) this state management should be offloaded to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        assert (
+            len(db.find_tasks(task_name=task_name)) == 0
+        ), f"A task named {task_name} already exists!"
+
+        new_task_dir = get_dir_for_task(task_name, not_exists_ok=True)
+        assert new_task_dir is not None, "Should always be able to make a new task dir"
+        assert_task_is_valid(new_task_dir, task_type)
+
+        db_id = db.new_task(task_name, task_type)
+        return Task.get(db, db_id)
+
+        def __repr__(self):
+            return f"Task-{self.task_name} [{self.task_type}]"
+
+ +
+ +

This class contains all of the required tidbits for launching a set of +assignments, primarily by leveraging a blueprint. It also takes the +project name if this task is to be associated with a specific project.

+
+ + +
+
#   + + + Task( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Task and data model access via Task(db, id) is "
+                "now deprecated in favor of calling Task.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_id"]
+        self.task_name: str = row["task_name"]
+        self.task_type: str = row["task_type"]
+        self.project_id: Optional[str] = row["project_id"]
+        self.parent_task_id: Optional[str] = row["parent_task_id"]
+
+ +
+ + + +
+
+
#   + + + def + get_project(self) -> Union[mephisto.data_model.project.Project, NoneType]: +
+ +
+ View Source + 
    def get_project(self) -> Optional[Project]:
+        """
+        Get the project for this task, if it exists
+        """
+        if self.project_id is not None:
+            return Project.get(self.db, self.project_id)
+        else:
+            return None
+
+ +
+ +

Get the project for this task, if it exists

+
+ + +
+
+
#   + + + def + set_project(self, project: mephisto.data_model.project.Project) -> None: +
+ +
+ View Source + 
    def set_project(self, project: Project) -> None:
+        if self.project_id != project.db_id:
+            # TODO(#101) this constitutes an update, must go back to the db
+            raise NotImplementedError()
+
+ +
+ + + +
+
+
#   + + + def + get_runs(self) -> list[mephisto.data_model.task_run.TaskRun]: +
+ +
+ View Source + 
    def get_runs(self) -> List["TaskRun"]:
+        """
+        Return all of the runs of this task that have been launched
+        """
+        return self.db.find_task_runs(task_id=self.db_id)
+
+ +
+ +

Return all of the runs of this task that have been launched

+
+ + +
+
+
#   + + + def + get_assignments(self) -> list[mephisto.data_model.assignment.Assignment]: +
+ +
+ View Source + 
    def get_assignments(self) -> List["Assignment"]:
+        """
+        Return all of the assignments for all runs of this task
+        """
+        return self.db.find_assignments(task_id=self.db_id)
+
+ +
+ +

Return all of the assignments for all runs of this task

+
+ + +
+
+
#   + + + def + get_total_spend(self) -> float: +
+ +
+ View Source + 
    def get_total_spend(self) -> float:
+        """
+        Return the total amount of funding spent for this task.
+        """
+        total_spend = 0.0
+        for task_run in self.get_runs():
+            total_spend += task_run.get_total_spend()
+        return total_spend
+
+ +
+ +

Return the total amount of funding spent for this task.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + task_name: str, + task_type: str +) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB",
+        task_name: str,
+        task_type: str,
+    ) -> "Task":
+        """
+        Create a new task by the given name, ensure that the folder for this task
+        exists and has the expected directories and files. If a project is
+        specified, register the task underneath it
+        """
+        # TODO(#567) this state management should be offloaded to the MephistoDB
+        # as it is data handling and can theoretically be done differently
+        # in different implementations
+        assert (
+            len(db.find_tasks(task_name=task_name)) == 0
+        ), f"A task named {task_name} already exists!"
+
+        new_task_dir = get_dir_for_task(task_name, not_exists_ok=True)
+        assert new_task_dir is not None, "Should always be able to make a new task dir"
+        assert_task_is_valid(new_task_dir, task_type)
+
+        db_id = db.new_task(task_name, task_type)
+        return Task.get(db, db_id)
+
+        def __repr__(self):
+            return f"Task-{self.task_name} [{self.task_type}]"
+
+ +
+ +

Create a new task by the given name, ensure that the folder for this task +exists and has the expected directories and files. If a project is +specified, register the task underneath it

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/task_run.html b/docs/web/static/python_api/mephisto/data_model/task_run.html new file mode 100644 index 000000000..556b41a7d --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/task_run.html @@ -0,0 +1,2271 @@ + + + + + + + + + mephisto.data_model.task_run API documentation + + + + + + + + + +
+
+

+mephisto.data_model.task_run

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import os
+import json
+from dataclasses import dataclass, field
+
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedMeta,
+    MephistoDataModelComponentMixin,
+)
+from mephisto.utils.dirs import get_dir_for_run
+
+from omegaconf import OmegaConf, MISSING
+
+from typing import List, Optional, Dict, Mapping, TYPE_CHECKING, Any
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.assignment import Assignment
+    from mephisto.abstractions.blueprint import Blueprint, SharedTaskState
+    from mephisto.data_model.worker import Worker
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+    from mephisto.data_model.task import Task
+    from omegaconf import DictConfig
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+@dataclass
+class TaskRunArgs:
+    """Object for grouping the contents to configure a class"""
+
+    task_name: Optional[str] = field(
+        default=MISSING,
+        metadata={
+            "help": "Grouping to launch this task run under, none defaults to the blueprint type"
+        },
+    )
+    task_title: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Display title for your task on the crowd provider.",
+            "required": True,
+        },
+    )
+    task_description: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Longer form description for what your task entails.",
+            "required": True,
+        },
+    )
+    task_reward: float = field(
+        default=MISSING,
+        metadata={
+            "help": "Amount to pay per worker per unit, in dollars.",
+            "required": True,
+        },
+    )
+    task_tags: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Comma seperated tags for workers to use to find your task.",
+            "required": True,
+        },
+    )
+    assignment_duration_in_seconds: int = field(
+        default=30 * 60,
+        metadata={"help": "Time that workers have to work on your task once accepted."},
+    )
+    allowed_concurrent: int = field(
+        default=0,
+        metadata={
+            "help": "Maximum units a worker is allowed to work on at once. (0 is infinite)",
+            "required": True,
+        },
+    )
+    maximum_units_per_worker: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum tasks of this task name that a worker can work on across all "
+                "tasks that share this task_name. (0 is infinite)"
+            )
+        },
+    )
+    max_num_concurrent_units: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum units that will be released simultaneously, setting a limit "
+                "on concurrent connections to Mephisto overall. (0 is infinite)"
+            )
+        },
+    )
+    submission_timeout: int = field(
+        default=600,
+        metadata={
+            "help": (
+                "Time that mephisto will wait after marking a task done before abandoning "
+                "waiting for the worker to actually press submit."
+            )
+        },
+    )
+
+    @classmethod
+    def get_mock_params(cls) -> str:
+        """Returns a param string with default / mock arguments to use for testing"""
+        from mephisto.operations.hydra_config import MephistoConfig
+
+        return OmegaConf.structured(
+            MephistoConfig(
+                task=TaskRunArgs(
+                    task_title="Mock Task Title",
+                    task_reward=0.3,
+                    task_tags="mock,task,tags",
+                    task_description="This is a test description",
+                )
+            )
+        )
+
+
+class TaskRun(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class tracks an individual run of a specific task, and handles state management
+    for the set of assignments within
+    """
+
+    ArgsClass = TaskRunArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct TaskRun and data model access via TaskRun(db, id) is "
+                "now deprecated in favor of calling TaskRun.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task_run(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.param_string: str = row["init_params"]
+        try:
+            self.args: "DictConfig" = OmegaConf.create(json.loads(self.param_string))
+        except Exception as e:
+            self.args = OmegaConf.create({})
+            print(e)
+        self.start_time = row["creation_date"]
+        self.provider_type: str = row["provider_type"]
+        self.task_type: str = row["task_type"]
+        self.sandbox: bool = row["sandbox"]
+        self.assignments_generator_done: bool = False
+
+        # properties with deferred loading
+        self.__is_completed = row["is_completed"]
+        self.__has_assignments = False
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__run_dir: Optional[str] = None
+        self.__blueprint: Optional["Blueprint"] = None
+        self.__crowd_provider: Optional["CrowdProvider"] = None
+
+    def get_units(self) -> List["Unit"]:
+        """
+        Return the units associated with this task run.
+        """
+        return self.db.find_units(task_run_id=self.db_id)
+
+    def get_valid_units_for_worker(self, worker: "Worker") -> List["Unit"]:
+        """
+        Get any units that the given worker could work on in this
+        task run
+        """
+        config = self.get_task_args()
+
+        if config.allowed_concurrent != 0 or config.maximum_units_per_worker:
+            current_units = self.db.find_units(
+                task_run_id=self.db_id,
+                worker_id=worker.db_id,
+                status=AssignmentState.ASSIGNED,
+            )
+            currently_active = len(current_units)
+            if config.allowed_concurrent != 0:
+                if currently_active >= config.allowed_concurrent:
+                    logger.debug(
+                        f"{worker} at maximum concurrent units {currently_active}"
+                    )
+                    return []  # currently at the maximum number of concurrent units
+            if config.maximum_units_per_worker != 0:
+                completed_types = AssignmentState.completed()
+                related_units = self.db.find_units(
+                    task_id=self.task_id,
+                    worker_id=worker.db_id,
+                )
+                currently_completed = len(
+                    [u for u in related_units if u.db_status in completed_types]
+                )
+                if (
+                    currently_active + currently_completed
+                    >= config.maximum_units_per_worker
+                ):
+                    logger.debug(
+                        f"{worker} at maximum units {currently_active}, {currently_completed}"
+                    )
+                    return []  # Currently at the maximum number of units for this task
+
+        task_units: List["Unit"] = self.get_units()
+        unit_assigns: Dict[str, List["Unit"]] = {}
+        for unit in task_units:
+            assignment_id = unit.assignment_id
+            if assignment_id not in unit_assigns:
+                unit_assigns[assignment_id] = []
+            unit_assigns[assignment_id].append(unit)
+
+        # Cannot pair with self
+        units: List["Unit"] = []
+        for unit_set in unit_assigns.values():
+            is_self_set = map(lambda u: u.worker_id == worker.db_id, unit_set)
+            if not any(is_self_set):
+                units += unit_set
+        # Valid units must be launched and must not be special units (negative indices)
+        valid_units = [
+            u
+            for u in units
+            if u.get_status() == AssignmentState.LAUNCHED and u.unit_index >= 0
+        ]
+        logger.debug(f"Found {len(valid_units)} available units")
+
+        # Should load cached blueprint for SharedTaskState
+        blueprint = self.get_blueprint()
+        ret_units = [
+            u
+            for u in valid_units
+            if blueprint.shared_state.worker_can_do_unit(worker, u)
+        ]
+
+        logger.debug(f"This worker is qualified for {len(ret_units)} unit.")
+        logger.debug(f"Found {ret_units[:3]} for {worker}.")
+        return ret_units
+
+    def clear_reservation(self, unit: "Unit") -> None:
+        """
+        Remove the holder used to reserve a unit
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        if os.path.exists(os.path.join(write_dir, file_name)):
+            os.unlink(os.path.join(write_dir, file_name))
+            logger.debug(f"Cleared reservation {file_name} for {unit}")
+
+    def reserve_unit(self, unit: "Unit") -> Optional["Unit"]:
+        """
+        'Atomically' reserve a unit by writing to the filesystem. If
+        the file creation fails, return none
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        os.makedirs(write_dir, exist_ok=True)
+        try:
+            with open(os.path.join(write_dir, file_name), "x") as res_file:
+                pass  # Creating the file is sufficient
+        except FileExistsError:
+            print(os.path.join(write_dir, file_name), " existed")
+            return None
+        logger.debug(f"Reserved {unit} with {file_name}")
+        return unit
+
+    def get_blueprint(
+        self,
+        args: Optional["DictConfig"] = None,
+        shared_state: Optional["SharedTaskState"] = None,
+    ) -> "Blueprint":
+        """Return the runner associated with this task run"""
+        from mephisto.operations.registry import get_blueprint_from_type
+        from mephisto.abstractions.blueprint import SharedTaskState
+
+        if self.__blueprint is None:
+            cache = False
+            if args is None:
+                args = self.args
+            else:
+                cache = True
+
+            BlueprintClass = get_blueprint_from_type(self.task_type)
+            if shared_state is None:
+                shared_state = BlueprintClass.SharedStateClass()
+            if not cache:
+                return BlueprintClass(self, args, shared_state)
+            self.__blueprint = BlueprintClass(self, args, shared_state)
+        return self.__blueprint
+
+    def get_provider(self) -> "CrowdProvider":
+        """Return the crowd provider used to launch this task"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if self.__crowd_provider is None:
+            CrowdProviderClass = get_crowd_provider_from_type(self.provider_type)
+            self.__crowd_provider = CrowdProviderClass(self.db)
+        return self.__crowd_provider
+
+    def get_task(self) -> "Task":
+        """Return the task used to initialize this run"""
+        if self.__task is None:
+            from mephisto.data_model.task import Task
+
+            self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_task_args(self) -> "DictConfig":
+        return self.args.task
+
+    def get_requester(self) -> Requester:
+        """
+        Return the requester that started this task.
+        """
+        if self.__requester is None:
+            self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def get_has_assignments(self) -> bool:
+        """See if this task run has any assignments launched yet"""
+        if not self.__has_assignments:
+            if len(self.get_assignments()) > 0:
+                self.__has_assignments = True
+        return self.__has_assignments
+
+    def get_assignments(self, status: Optional[str] = None) -> List["Assignment"]:
+        """
+        Get assignments for this run, optionally filtering by their
+        current status
+        """
+        assert (
+            status is None or status in AssignmentState.valid()
+        ), "Invalid assignment status"
+        assignments = self.db.find_assignments(task_run_id=self.db_id)
+        if status is not None:
+            assignments = [a for a in assignments if a.get_status() == status]
+        return assignments
+
+    def get_assignment_statuses(self) -> Dict[str, int]:
+        """
+        Get the statistics for all of the assignments for this run.
+        """
+        assigns = self.get_assignments()
+        assigns_with_status = [(x, x.get_status()) for x in assigns]
+        return {
+            status: len(
+                [x for x, had_status in assigns_with_status if had_status == status]
+            )
+            for status in AssignmentState.valid()
+        }
+
+    def update_completion_progress(self, task_launcher=None, status=None) -> None:
+        """Flag the task run that the assignments' generator has finished"""
+        if task_launcher:
+            if task_launcher.get_assignments_are_all_created():
+                self.assignments_generator_done = True
+        if status:
+            self.assignments_generator_done = status
+
+    def get_is_completed(self) -> bool:
+        """get the completion status of this task"""
+        self.sync_completion_status()
+        return self.__is_completed
+
+    def sync_completion_status(self) -> None:
+        """
+        Update the is_complete status for this task run based on completion
+        of subassignments. If this task run has no subassignments yet, it
+        is not complete
+        """
+        if not self.__is_completed and self.get_has_assignments():
+            statuses = self.get_assignment_statuses()
+            has_incomplete = False
+            for status in AssignmentState.incomplete():
+                if statuses[status] > 0:
+                    has_incomplete = True
+            if not has_incomplete and self.assignments_generator_done is not False:
+                self.db.update_task_run(self.db_id, is_completed=True)
+                self.__is_completed = True
+
+    def get_run_dir(self) -> str:
+        """
+        Return the directory where the data from this run is stored
+        """
+        if self.__run_dir is None:
+            task = self.get_task()
+            project = task.get_project()
+            if project is None:
+                self.__run_dir = get_dir_for_run(self)
+            else:
+                self.__run_dir = get_dir_for_run(self, project.project_name)
+            os.makedirs(self.__run_dir, exist_ok=True)
+        return self.__run_dir
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount spent on this run, based on any assignments
+        that are still in a payable state.
+        """
+        assigns = self.get_assignments()
+        total_amount = 0.0
+        for assign in assigns:
+            total_amount += assign.get_cost_of_statuses(AssignmentState.payable())
+        return total_amount
+
+    def to_dict(self) -> Dict[str, Any]:
+        """Return a dict containing any important information about this task run"""
+        return {
+            "task_run_id": self.db_id,
+            "task_id": self.task_id,
+            "task_name": self.get_task().task_name,
+            "task_type": self.task_type,
+            "start_time": self.start_time,
+            "params": OmegaConf.to_container(self.args),
+            "param_string": self.param_string,
+            "task_status": self.get_assignment_statuses(),
+            "sandbox": self.get_requester().is_sandbox(),
+        }
+
+    def __repr__(self) -> str:
+        return f"TaskRun({self.db_id})"
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", task: "Task", requester: Requester, param_string: str
+    ) -> "TaskRun":
+        """
+        Create a new run for the given task with the given params
+        """
+        db_id = db.new_task_run(
+            task.db_id,
+            requester.db_id,
+            param_string,
+            requester.provider_type,
+            task.task_type,
+        )
+        task_run = TaskRun.get(db, db_id)
+        logger.debug(f"Created new task run {task_run}")
+        return task_run
+
+ +
+ +
+
+
+ #   + + + class + TaskRunArgs: +
+ +
+ View Source + 
class TaskRunArgs:
+    """Object for grouping the contents to configure a class"""
+
+    task_name: Optional[str] = field(
+        default=MISSING,
+        metadata={
+            "help": "Grouping to launch this task run under, none defaults to the blueprint type"
+        },
+    )
+    task_title: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Display title for your task on the crowd provider.",
+            "required": True,
+        },
+    )
+    task_description: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Longer form description for what your task entails.",
+            "required": True,
+        },
+    )
+    task_reward: float = field(
+        default=MISSING,
+        metadata={
+            "help": "Amount to pay per worker per unit, in dollars.",
+            "required": True,
+        },
+    )
+    task_tags: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Comma seperated tags for workers to use to find your task.",
+            "required": True,
+        },
+    )
+    assignment_duration_in_seconds: int = field(
+        default=30 * 60,
+        metadata={"help": "Time that workers have to work on your task once accepted."},
+    )
+    allowed_concurrent: int = field(
+        default=0,
+        metadata={
+            "help": "Maximum units a worker is allowed to work on at once. (0 is infinite)",
+            "required": True,
+        },
+    )
+    maximum_units_per_worker: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum tasks of this task name that a worker can work on across all "
+                "tasks that share this task_name. (0 is infinite)"
+            )
+        },
+    )
+    max_num_concurrent_units: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum units that will be released simultaneously, setting a limit "
+                "on concurrent connections to Mephisto overall. (0 is infinite)"
+            )
+        },
+    )
+    submission_timeout: int = field(
+        default=600,
+        metadata={
+            "help": (
+                "Time that mephisto will wait after marking a task done before abandoning "
+                "waiting for the worker to actually press submit."
+            )
+        },
+    )
+
+    @classmethod
+    def get_mock_params(cls) -> str:
+        """Returns a param string with default / mock arguments to use for testing"""
+        from mephisto.operations.hydra_config import MephistoConfig
+
+        return OmegaConf.structured(
+            MephistoConfig(
+                task=TaskRunArgs(
+                    task_title="Mock Task Title",
+                    task_reward=0.3,
+                    task_tags="mock,task,tags",
+                    task_description="This is a test description",
+                )
+            )
+        )
+
+ +
+ +

Object for grouping the contents to configure a class

+
+ + +
+
#   + + + TaskRunArgs( + task_name: Union[str, NoneType] = '???', + task_title: str = '???', + task_description: str = '???', + task_reward: float = '???', + task_tags: str = '???', + assignment_duration_in_seconds: int = 1800, + allowed_concurrent: int = 0, + maximum_units_per_worker: int = 0, + max_num_concurrent_units: int = 0, + submission_timeout: int = 600 +) +
+ + + + +
+
+
#   + + task_name: Union[str, NoneType] = '???' +
+ + + + +
+
+
#   + + task_title: str = '???' +
+ + + + +
+
+
#   + + task_description: str = '???' +
+ + + + +
+
+
#   + + task_reward: float = '???' +
+ + + + +
+
+
#   + + task_tags: str = '???' +
+ + + + +
+
+
#   + + assignment_duration_in_seconds: int = 1800 +
+ + + + +
+
+
#   + + allowed_concurrent: int = 0 +
+ + + + +
+
+
#   + + maximum_units_per_worker: int = 0 +
+ + + + +
+
+
#   + + max_num_concurrent_units: int = 0 +
+ + + + +
+
+
#   + + submission_timeout: int = 600 +
+ + + + +
+
+
#   + +
@classmethod
+ + def + get_mock_params(cls) -> str: +
+ +
+ View Source + 
    @classmethod
+    def get_mock_params(cls) -> str:
+        """Returns a param string with default / mock arguments to use for testing"""
+        from mephisto.operations.hydra_config import MephistoConfig
+
+        return OmegaConf.structured(
+            MephistoConfig(
+                task=TaskRunArgs(
+                    task_title="Mock Task Title",
+                    task_reward=0.3,
+                    task_tags="mock,task,tags",
+                    task_description="This is a test description",
+                )
+            )
+        )
+
+ +
+ +

Returns a param string with default / mock arguments to use for testing

+
+ + +
+
+
+
+ #   + + + class + TaskRun(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class TaskRun(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedMeta):
+    """
+    This class tracks an individual run of a specific task, and handles state management
+    for the set of assignments within
+    """
+
+    ArgsClass = TaskRunArgs
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct TaskRun and data model access via TaskRun(db, id) is "
+                "now deprecated in favor of calling TaskRun.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task_run(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.param_string: str = row["init_params"]
+        try:
+            self.args: "DictConfig" = OmegaConf.create(json.loads(self.param_string))
+        except Exception as e:
+            self.args = OmegaConf.create({})
+            print(e)
+        self.start_time = row["creation_date"]
+        self.provider_type: str = row["provider_type"]
+        self.task_type: str = row["task_type"]
+        self.sandbox: bool = row["sandbox"]
+        self.assignments_generator_done: bool = False
+
+        # properties with deferred loading
+        self.__is_completed = row["is_completed"]
+        self.__has_assignments = False
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__run_dir: Optional[str] = None
+        self.__blueprint: Optional["Blueprint"] = None
+        self.__crowd_provider: Optional["CrowdProvider"] = None
+
+    def get_units(self) -> List["Unit"]:
+        """
+        Return the units associated with this task run.
+        """
+        return self.db.find_units(task_run_id=self.db_id)
+
+    def get_valid_units_for_worker(self, worker: "Worker") -> List["Unit"]:
+        """
+        Get any units that the given worker could work on in this
+        task run
+        """
+        config = self.get_task_args()
+
+        if config.allowed_concurrent != 0 or config.maximum_units_per_worker:
+            current_units = self.db.find_units(
+                task_run_id=self.db_id,
+                worker_id=worker.db_id,
+                status=AssignmentState.ASSIGNED,
+            )
+            currently_active = len(current_units)
+            if config.allowed_concurrent != 0:
+                if currently_active >= config.allowed_concurrent:
+                    logger.debug(
+                        f"{worker} at maximum concurrent units {currently_active}"
+                    )
+                    return []  # currently at the maximum number of concurrent units
+            if config.maximum_units_per_worker != 0:
+                completed_types = AssignmentState.completed()
+                related_units = self.db.find_units(
+                    task_id=self.task_id,
+                    worker_id=worker.db_id,
+                )
+                currently_completed = len(
+                    [u for u in related_units if u.db_status in completed_types]
+                )
+                if (
+                    currently_active + currently_completed
+                    >= config.maximum_units_per_worker
+                ):
+                    logger.debug(
+                        f"{worker} at maximum units {currently_active}, {currently_completed}"
+                    )
+                    return []  # Currently at the maximum number of units for this task
+
+        task_units: List["Unit"] = self.get_units()
+        unit_assigns: Dict[str, List["Unit"]] = {}
+        for unit in task_units:
+            assignment_id = unit.assignment_id
+            if assignment_id not in unit_assigns:
+                unit_assigns[assignment_id] = []
+            unit_assigns[assignment_id].append(unit)
+
+        # Cannot pair with self
+        units: List["Unit"] = []
+        for unit_set in unit_assigns.values():
+            is_self_set = map(lambda u: u.worker_id == worker.db_id, unit_set)
+            if not any(is_self_set):
+                units += unit_set
+        # Valid units must be launched and must not be special units (negative indices)
+        valid_units = [
+            u
+            for u in units
+            if u.get_status() == AssignmentState.LAUNCHED and u.unit_index >= 0
+        ]
+        logger.debug(f"Found {len(valid_units)} available units")
+
+        # Should load cached blueprint for SharedTaskState
+        blueprint = self.get_blueprint()
+        ret_units = [
+            u
+            for u in valid_units
+            if blueprint.shared_state.worker_can_do_unit(worker, u)
+        ]
+
+        logger.debug(f"This worker is qualified for {len(ret_units)} unit.")
+        logger.debug(f"Found {ret_units[:3]} for {worker}.")
+        return ret_units
+
+    def clear_reservation(self, unit: "Unit") -> None:
+        """
+        Remove the holder used to reserve a unit
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        if os.path.exists(os.path.join(write_dir, file_name)):
+            os.unlink(os.path.join(write_dir, file_name))
+            logger.debug(f"Cleared reservation {file_name} for {unit}")
+
+    def reserve_unit(self, unit: "Unit") -> Optional["Unit"]:
+        """
+        'Atomically' reserve a unit by writing to the filesystem. If
+        the file creation fails, return none
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        os.makedirs(write_dir, exist_ok=True)
+        try:
+            with open(os.path.join(write_dir, file_name), "x") as res_file:
+                pass  # Creating the file is sufficient
+        except FileExistsError:
+            print(os.path.join(write_dir, file_name), " existed")
+            return None
+        logger.debug(f"Reserved {unit} with {file_name}")
+        return unit
+
+    def get_blueprint(
+        self,
+        args: Optional["DictConfig"] = None,
+        shared_state: Optional["SharedTaskState"] = None,
+    ) -> "Blueprint":
+        """Return the runner associated with this task run"""
+        from mephisto.operations.registry import get_blueprint_from_type
+        from mephisto.abstractions.blueprint import SharedTaskState
+
+        if self.__blueprint is None:
+            cache = False
+            if args is None:
+                args = self.args
+            else:
+                cache = True
+
+            BlueprintClass = get_blueprint_from_type(self.task_type)
+            if shared_state is None:
+                shared_state = BlueprintClass.SharedStateClass()
+            if not cache:
+                return BlueprintClass(self, args, shared_state)
+            self.__blueprint = BlueprintClass(self, args, shared_state)
+        return self.__blueprint
+
+    def get_provider(self) -> "CrowdProvider":
+        """Return the crowd provider used to launch this task"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if self.__crowd_provider is None:
+            CrowdProviderClass = get_crowd_provider_from_type(self.provider_type)
+            self.__crowd_provider = CrowdProviderClass(self.db)
+        return self.__crowd_provider
+
+    def get_task(self) -> "Task":
+        """Return the task used to initialize this run"""
+        if self.__task is None:
+            from mephisto.data_model.task import Task
+
+            self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_task_args(self) -> "DictConfig":
+        return self.args.task
+
+    def get_requester(self) -> Requester:
+        """
+        Return the requester that started this task.
+        """
+        if self.__requester is None:
+            self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def get_has_assignments(self) -> bool:
+        """See if this task run has any assignments launched yet"""
+        if not self.__has_assignments:
+            if len(self.get_assignments()) > 0:
+                self.__has_assignments = True
+        return self.__has_assignments
+
+    def get_assignments(self, status: Optional[str] = None) -> List["Assignment"]:
+        """
+        Get assignments for this run, optionally filtering by their
+        current status
+        """
+        assert (
+            status is None or status in AssignmentState.valid()
+        ), "Invalid assignment status"
+        assignments = self.db.find_assignments(task_run_id=self.db_id)
+        if status is not None:
+            assignments = [a for a in assignments if a.get_status() == status]
+        return assignments
+
+    def get_assignment_statuses(self) -> Dict[str, int]:
+        """
+        Get the statistics for all of the assignments for this run.
+        """
+        assigns = self.get_assignments()
+        assigns_with_status = [(x, x.get_status()) for x in assigns]
+        return {
+            status: len(
+                [x for x, had_status in assigns_with_status if had_status == status]
+            )
+            for status in AssignmentState.valid()
+        }
+
+    def update_completion_progress(self, task_launcher=None, status=None) -> None:
+        """Flag the task run that the assignments' generator has finished"""
+        if task_launcher:
+            if task_launcher.get_assignments_are_all_created():
+                self.assignments_generator_done = True
+        if status:
+            self.assignments_generator_done = status
+
+    def get_is_completed(self) -> bool:
+        """get the completion status of this task"""
+        self.sync_completion_status()
+        return self.__is_completed
+
+    def sync_completion_status(self) -> None:
+        """
+        Update the is_complete status for this task run based on completion
+        of subassignments. If this task run has no subassignments yet, it
+        is not complete
+        """
+        if not self.__is_completed and self.get_has_assignments():
+            statuses = self.get_assignment_statuses()
+            has_incomplete = False
+            for status in AssignmentState.incomplete():
+                if statuses[status] > 0:
+                    has_incomplete = True
+            if not has_incomplete and self.assignments_generator_done is not False:
+                self.db.update_task_run(self.db_id, is_completed=True)
+                self.__is_completed = True
+
+    def get_run_dir(self) -> str:
+        """
+        Return the directory where the data from this run is stored
+        """
+        if self.__run_dir is None:
+            task = self.get_task()
+            project = task.get_project()
+            if project is None:
+                self.__run_dir = get_dir_for_run(self)
+            else:
+                self.__run_dir = get_dir_for_run(self, project.project_name)
+            os.makedirs(self.__run_dir, exist_ok=True)
+        return self.__run_dir
+
+    def get_total_spend(self) -> float:
+        """
+        Return the total amount spent on this run, based on any assignments
+        that are still in a payable state.
+        """
+        assigns = self.get_assignments()
+        total_amount = 0.0
+        for assign in assigns:
+            total_amount += assign.get_cost_of_statuses(AssignmentState.payable())
+        return total_amount
+
+    def to_dict(self) -> Dict[str, Any]:
+        """Return a dict containing any important information about this task run"""
+        return {
+            "task_run_id": self.db_id,
+            "task_id": self.task_id,
+            "task_name": self.get_task().task_name,
+            "task_type": self.task_type,
+            "start_time": self.start_time,
+            "params": OmegaConf.to_container(self.args),
+            "param_string": self.param_string,
+            "task_status": self.get_assignment_statuses(),
+            "sandbox": self.get_requester().is_sandbox(),
+        }
+
+    def __repr__(self) -> str:
+        return f"TaskRun({self.db_id})"
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", task: "Task", requester: Requester, param_string: str
+    ) -> "TaskRun":
+        """
+        Create a new run for the given task with the given params
+        """
+        db_id = db.new_task_run(
+            task.db_id,
+            requester.db_id,
+            param_string,
+            requester.provider_type,
+            task.task_type,
+        )
+        task_run = TaskRun.get(db, db_id)
+        logger.debug(f"Created new task run {task_run}")
+        return task_run
+
+ +
+ +

This class tracks an individual run of a specific task, and handles state management +for the set of assignments within

+
+ + +
+
#   + + + TaskRun( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct TaskRun and data model access via TaskRun(db, id) is "
+                "now deprecated in favor of calling TaskRun.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_task_run(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["task_run_id"]
+        self.task_id: str = row["task_id"]
+        self.requester_id: str = row["requester_id"]
+        self.param_string: str = row["init_params"]
+        try:
+            self.args: "DictConfig" = OmegaConf.create(json.loads(self.param_string))
+        except Exception as e:
+            self.args = OmegaConf.create({})
+            print(e)
+        self.start_time = row["creation_date"]
+        self.provider_type: str = row["provider_type"]
+        self.task_type: str = row["task_type"]
+        self.sandbox: bool = row["sandbox"]
+        self.assignments_generator_done: bool = False
+
+        # properties with deferred loading
+        self.__is_completed = row["is_completed"]
+        self.__has_assignments = False
+        self.__task: Optional["Task"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__run_dir: Optional[str] = None
+        self.__blueprint: Optional["Blueprint"] = None
+        self.__crowd_provider: Optional["CrowdProvider"] = None
+
+ +
+ + + +
+
+
#   + + + def + get_units(self) -> list[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    def get_units(self) -> List["Unit"]:
+        """
+        Return the units associated with this task run.
+        """
+        return self.db.find_units(task_run_id=self.db_id)
+
+ +
+ +

Return the units associated with this task run.

+
+ + +
+
+
#   + + + def + get_valid_units_for_worker( + self, + worker: mephisto.data_model.worker.Worker +) -> list[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    def get_valid_units_for_worker(self, worker: "Worker") -> List["Unit"]:
+        """
+        Get any units that the given worker could work on in this
+        task run
+        """
+        config = self.get_task_args()
+
+        if config.allowed_concurrent != 0 or config.maximum_units_per_worker:
+            current_units = self.db.find_units(
+                task_run_id=self.db_id,
+                worker_id=worker.db_id,
+                status=AssignmentState.ASSIGNED,
+            )
+            currently_active = len(current_units)
+            if config.allowed_concurrent != 0:
+                if currently_active >= config.allowed_concurrent:
+                    logger.debug(
+                        f"{worker} at maximum concurrent units {currently_active}"
+                    )
+                    return []  # currently at the maximum number of concurrent units
+            if config.maximum_units_per_worker != 0:
+                completed_types = AssignmentState.completed()
+                related_units = self.db.find_units(
+                    task_id=self.task_id,
+                    worker_id=worker.db_id,
+                )
+                currently_completed = len(
+                    [u for u in related_units if u.db_status in completed_types]
+                )
+                if (
+                    currently_active + currently_completed
+                    >= config.maximum_units_per_worker
+                ):
+                    logger.debug(
+                        f"{worker} at maximum units {currently_active}, {currently_completed}"
+                    )
+                    return []  # Currently at the maximum number of units for this task
+
+        task_units: List["Unit"] = self.get_units()
+        unit_assigns: Dict[str, List["Unit"]] = {}
+        for unit in task_units:
+            assignment_id = unit.assignment_id
+            if assignment_id not in unit_assigns:
+                unit_assigns[assignment_id] = []
+            unit_assigns[assignment_id].append(unit)
+
+        # Cannot pair with self
+        units: List["Unit"] = []
+        for unit_set in unit_assigns.values():
+            is_self_set = map(lambda u: u.worker_id == worker.db_id, unit_set)
+            if not any(is_self_set):
+                units += unit_set
+        # Valid units must be launched and must not be special units (negative indices)
+        valid_units = [
+            u
+            for u in units
+            if u.get_status() == AssignmentState.LAUNCHED and u.unit_index >= 0
+        ]
+        logger.debug(f"Found {len(valid_units)} available units")
+
+        # Should load cached blueprint for SharedTaskState
+        blueprint = self.get_blueprint()
+        ret_units = [
+            u
+            for u in valid_units
+            if blueprint.shared_state.worker_can_do_unit(worker, u)
+        ]
+
+        logger.debug(f"This worker is qualified for {len(ret_units)} unit.")
+        logger.debug(f"Found {ret_units[:3]} for {worker}.")
+        return ret_units
+
+ +
+ +

Get any units that the given worker could work on in this +task run

+
+ + +
+
+
#   + + + def + clear_reservation(self, unit: mephisto.data_model.unit.Unit) -> None: +
+ +
+ View Source + 
    def clear_reservation(self, unit: "Unit") -> None:
+        """
+        Remove the holder used to reserve a unit
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        if os.path.exists(os.path.join(write_dir, file_name)):
+            os.unlink(os.path.join(write_dir, file_name))
+            logger.debug(f"Cleared reservation {file_name} for {unit}")
+
+ +
+ +

Remove the holder used to reserve a unit

+
+ + +
+
+
#   + + + def + reserve_unit( + self, + unit: mephisto.data_model.unit.Unit +) -> Union[mephisto.data_model.unit.Unit, NoneType]: +
+ +
+ View Source + 
    def reserve_unit(self, unit: "Unit") -> Optional["Unit"]:
+        """
+        'Atomically' reserve a unit by writing to the filesystem. If
+        the file creation fails, return none
+        """
+        file_name = f"unit_res_{unit.db_id}"
+        write_dir = os.path.join(self.get_run_dir(), "reservations")
+        os.makedirs(write_dir, exist_ok=True)
+        try:
+            with open(os.path.join(write_dir, file_name), "x") as res_file:
+                pass  # Creating the file is sufficient
+        except FileExistsError:
+            print(os.path.join(write_dir, file_name), " existed")
+            return None
+        logger.debug(f"Reserved {unit} with {file_name}")
+        return unit
+
+ +
+ +

'Atomically' reserve a unit by writing to the filesystem. If +the file creation fails, return none

+
+ + +
+
+
#   + + + def + get_blueprint( + self, + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None, + shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None +) -> mephisto.abstractions.blueprint.Blueprint: +
+ +
+ View Source + 
    def get_blueprint(
+        self,
+        args: Optional["DictConfig"] = None,
+        shared_state: Optional["SharedTaskState"] = None,
+    ) -> "Blueprint":
+        """Return the runner associated with this task run"""
+        from mephisto.operations.registry import get_blueprint_from_type
+        from mephisto.abstractions.blueprint import SharedTaskState
+
+        if self.__blueprint is None:
+            cache = False
+            if args is None:
+                args = self.args
+            else:
+                cache = True
+
+            BlueprintClass = get_blueprint_from_type(self.task_type)
+            if shared_state is None:
+                shared_state = BlueprintClass.SharedStateClass()
+            if not cache:
+                return BlueprintClass(self, args, shared_state)
+            self.__blueprint = BlueprintClass(self, args, shared_state)
+        return self.__blueprint
+
+ +
+ +

Return the runner associated with this task run

+
+ + +
+
+
#   + + + def + get_provider(self) -> mephisto.abstractions.crowd_provider.CrowdProvider: +
+ +
+ View Source + 
    def get_provider(self) -> "CrowdProvider":
+        """Return the crowd provider used to launch this task"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if self.__crowd_provider is None:
+            CrowdProviderClass = get_crowd_provider_from_type(self.provider_type)
+            self.__crowd_provider = CrowdProviderClass(self.db)
+        return self.__crowd_provider
+
+ +
+ +

Return the crowd provider used to launch this task

+
+ + +
+
+
#   + + + def + get_task(self) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    def get_task(self) -> "Task":
+        """Return the task used to initialize this run"""
+        if self.__task is None:
+            from mephisto.data_model.task import Task
+
+            self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+ +
+ +

Return the task used to initialize this run

+
+ + +
+
+
#   + + + def + get_task_args(self) -> omegaconf.dictconfig.DictConfig: +
+ +
+ View Source + 
    def get_task_args(self) -> "DictConfig":
+        return self.args.task
+
+ +
+ + + +
+
+
#   + + + def + get_requester(self) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    def get_requester(self) -> Requester:
+        """
+        Return the requester that started this task.
+        """
+        if self.__requester is None:
+            self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+ +
+ +

Return the requester that started this task.

+
+ + +
+
+
#   + + + def + get_has_assignments(self) -> bool: +
+ +
+ View Source + 
    def get_has_assignments(self) -> bool:
+        """See if this task run has any assignments launched yet"""
+        if not self.__has_assignments:
+            if len(self.get_assignments()) > 0:
+                self.__has_assignments = True
+        return self.__has_assignments
+
+ +
+ +

See if this task run has any assignments launched yet

+
+ + +
+
+
#   + + + def + get_assignments( + self, + status: Union[str, NoneType] = None +) -> list[mephisto.data_model.assignment.Assignment]: +
+ +
+ View Source + 
    def get_assignments(self, status: Optional[str] = None) -> List["Assignment"]:
+        """
+        Get assignments for this run, optionally filtering by their
+        current status
+        """
+        assert (
+            status is None or status in AssignmentState.valid()
+        ), "Invalid assignment status"
+        assignments = self.db.find_assignments(task_run_id=self.db_id)
+        if status is not None:
+            assignments = [a for a in assignments if a.get_status() == status]
+        return assignments
+
+ +
+ +

Get assignments for this run, optionally filtering by their +current status

+
+ + +
+
+
#   + + + def + get_assignment_statuses(self) -> Dict[str, int]: +
+ +
+ View Source + 
    def get_assignment_statuses(self) -> Dict[str, int]:
+        """
+        Get the statistics for all of the assignments for this run.
+        """
+        assigns = self.get_assignments()
+        assigns_with_status = [(x, x.get_status()) for x in assigns]
+        return {
+            status: len(
+                [x for x, had_status in assigns_with_status if had_status == status]
+            )
+            for status in AssignmentState.valid()
+        }
+
+ +
+ +

Get the statistics for all of the assignments for this run.

+
+ + +
+
+
#   + + + def + update_completion_progress(self, task_launcher=None, status=None) -> None: +
+ +
+ View Source + 
    def update_completion_progress(self, task_launcher=None, status=None) -> None:
+        """Flag the task run that the assignments' generator has finished"""
+        if task_launcher:
+            if task_launcher.get_assignments_are_all_created():
+                self.assignments_generator_done = True
+        if status:
+            self.assignments_generator_done = status
+
+ +
+ +

Flag the task run that the assignments' generator has finished

+
+ + +
+
+
#   + + + def + get_is_completed(self) -> bool: +
+ +
+ View Source + 
    def get_is_completed(self) -> bool:
+        """get the completion status of this task"""
+        self.sync_completion_status()
+        return self.__is_completed
+
+ +
+ +

get the completion status of this task

+
+ + +
+
+
#   + + + def + sync_completion_status(self) -> None: +
+ +
+ View Source + 
    def sync_completion_status(self) -> None:
+        """
+        Update the is_complete status for this task run based on completion
+        of subassignments. If this task run has no subassignments yet, it
+        is not complete
+        """
+        if not self.__is_completed and self.get_has_assignments():
+            statuses = self.get_assignment_statuses()
+            has_incomplete = False
+            for status in AssignmentState.incomplete():
+                if statuses[status] > 0:
+                    has_incomplete = True
+            if not has_incomplete and self.assignments_generator_done is not False:
+                self.db.update_task_run(self.db_id, is_completed=True)
+                self.__is_completed = True
+
+ +
+ +

Update the is_complete status for this task run based on completion +of subassignments. If this task run has no subassignments yet, it +is not complete

+
+ + +
+
+
#   + + + def + get_run_dir(self) -> str: +
+ +
+ View Source + 
    def get_run_dir(self) -> str:
+        """
+        Return the directory where the data from this run is stored
+        """
+        if self.__run_dir is None:
+            task = self.get_task()
+            project = task.get_project()
+            if project is None:
+                self.__run_dir = get_dir_for_run(self)
+            else:
+                self.__run_dir = get_dir_for_run(self, project.project_name)
+            os.makedirs(self.__run_dir, exist_ok=True)
+        return self.__run_dir
+
+ +
+ +

Return the directory where the data from this run is stored

+
+ + +
+
+
#   + + + def + get_total_spend(self) -> float: +
+ +
+ View Source + 
    def get_total_spend(self) -> float:
+        """
+        Return the total amount spent on this run, based on any assignments
+        that are still in a payable state.
+        """
+        assigns = self.get_assignments()
+        total_amount = 0.0
+        for assign in assigns:
+            total_amount += assign.get_cost_of_statuses(AssignmentState.payable())
+        return total_amount
+
+ +
+ +

Return the total amount spent on this run, based on any assignments +that are still in a payable state.

+
+ + +
+
+
#   + + + def + to_dict(self) -> Dict[str, Any]: +
+ +
+ View Source + 
    def to_dict(self) -> Dict[str, Any]:
+        """Return a dict containing any important information about this task run"""
+        return {
+            "task_run_id": self.db_id,
+            "task_id": self.task_id,
+            "task_name": self.get_task().task_name,
+            "task_type": self.task_type,
+            "start_time": self.start_time,
+            "params": OmegaConf.to_container(self.args),
+            "param_string": self.param_string,
+            "task_status": self.get_assignment_statuses(),
+            "sandbox": self.get_requester().is_sandbox(),
+        }
+
+ +
+ +

Return a dict containing any important information about this task run

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + task: mephisto.data_model.task.Task, + requester: mephisto.data_model.requester.Requester, + param_string: str +) -> mephisto.data_model.task_run.TaskRun: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", task: "Task", requester: Requester, param_string: str
+    ) -> "TaskRun":
+        """
+        Create a new run for the given task with the given params
+        """
+        db_id = db.new_task_run(
+            task.db_id,
+            requester.db_id,
+            param_string,
+            requester.provider_type,
+            task.task_type,
+        )
+        task_run = TaskRun.get(db, db_id)
+        logger.debug(f"Created new task run {task_run}")
+        return task_run
+
+ +
+ +

Create a new run for the given task with the given params

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+
+ #   + + + class + TaskRun.ArgsClass: +
+ +
+ View Source + 
class TaskRunArgs:
+    """Object for grouping the contents to configure a class"""
+
+    task_name: Optional[str] = field(
+        default=MISSING,
+        metadata={
+            "help": "Grouping to launch this task run under, none defaults to the blueprint type"
+        },
+    )
+    task_title: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Display title for your task on the crowd provider.",
+            "required": True,
+        },
+    )
+    task_description: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Longer form description for what your task entails.",
+            "required": True,
+        },
+    )
+    task_reward: float = field(
+        default=MISSING,
+        metadata={
+            "help": "Amount to pay per worker per unit, in dollars.",
+            "required": True,
+        },
+    )
+    task_tags: str = field(
+        default=MISSING,
+        metadata={
+            "help": "Comma seperated tags for workers to use to find your task.",
+            "required": True,
+        },
+    )
+    assignment_duration_in_seconds: int = field(
+        default=30 * 60,
+        metadata={"help": "Time that workers have to work on your task once accepted."},
+    )
+    allowed_concurrent: int = field(
+        default=0,
+        metadata={
+            "help": "Maximum units a worker is allowed to work on at once. (0 is infinite)",
+            "required": True,
+        },
+    )
+    maximum_units_per_worker: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum tasks of this task name that a worker can work on across all "
+                "tasks that share this task_name. (0 is infinite)"
+            )
+        },
+    )
+    max_num_concurrent_units: int = field(
+        default=0,
+        metadata={
+            "help": (
+                "Maximum units that will be released simultaneously, setting a limit "
+                "on concurrent connections to Mephisto overall. (0 is infinite)"
+            )
+        },
+    )
+    submission_timeout: int = field(
+        default=600,
+        metadata={
+            "help": (
+                "Time that mephisto will wait after marking a task done before abandoning "
+                "waiting for the worker to actually press submit."
+            )
+        },
+    )
+
+    @classmethod
+    def get_mock_params(cls) -> str:
+        """Returns a param string with default / mock arguments to use for testing"""
+        from mephisto.operations.hydra_config import MephistoConfig
+
+        return OmegaConf.structured(
+            MephistoConfig(
+                task=TaskRunArgs(
+                    task_title="Mock Task Title",
+                    task_reward=0.3,
+                    task_tags="mock,task,tags",
+                    task_description="This is a test description",
+                )
+            )
+        )
+
+ +
+ +

Object for grouping the contents to configure a class

+
+ + +
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/unit.html b/docs/web/static/python_api/mephisto/data_model/unit.html new file mode 100644 index 000000000..d1d6bd2ee --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/unit.html @@ -0,0 +1,1712 @@ + + + + + + + + + mephisto.data_model.unit API documentation + + + + + + + + + +
+
+

+mephisto.data_model.unit

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+from abc import ABC
+from prometheus_client import Gauge  # type: ignore
+from collections import defaultdict
+from mephisto.data_model.constants.assignment_state import AssignmentState
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun
+from mephisto.data_model.agent import Agent
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedABCMeta,
+    MephistoDataModelComponentMixin,
+)
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model.requester import Requester
+from typing import Optional, Mapping, Dict, Any, Type, DefaultDict, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+    from mephisto.data_model.assignment import Assignment, InitializationData
+
+import os
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+SCREENING_UNIT_INDEX = -1
+GOLD_UNIT_INDEX = -2
+COMPENSATION_UNIT_INDEX = -3
+INDEX_TO_TYPE_MAP: DefaultDict[int, str] = defaultdict(
+    lambda: "standard",
+    {
+        0: "standard",
+        SCREENING_UNIT_INDEX: "screening_unit",
+        GOLD_UNIT_INDEX: "gold_unit",
+        COMPENSATION_UNIT_INDEX: "compensation_unit",
+    },
+)
+
+ACTIVE_UNIT_STATUSES = Gauge(
+    "active_unit_statuses",
+    "Tracking of all units current statuses",
+    ["status", "unit_type"],
+)
+for status in AssignmentState.valid_unit():
+    for unit_type in INDEX_TO_TYPE_MAP.values():
+        ACTIVE_UNIT_STATUSES.labels(status=status, unit_type=unit_type)
+
+
+class Unit(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Unit and data model access via ...Unit(db, id) is "
+                "now deprecated in favor of calling Unit.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_unit(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["unit_id"]
+        self.assignment_id: str = row["assignment_id"]
+        self.unit_index: int = row["unit_index"]
+        self.pay_amount: float = row["pay_amount"]
+        self.agent_id: Optional[str] = row["agent_id"]
+        self.provider_type: str = row["provider_type"]
+        self.db_status: str = row["status"]
+        self.task_type: str = row["task_type"]
+        self.task_id: str = row["task_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.requester_id: str = row["requester_id"]
+        self.worker_id: str = row["worker_id"]
+
+        # Deferred loading of related entities
+        self.__task: Optional["Task"] = None
+        self.__task_run: Optional["TaskRun"] = None
+        self.__assignment: Optional["Assignment"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__agent: Optional["Agent"] = None
+        self.__worker: Optional["Worker"] = None
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_crowd_provider_class(self) -> Type["CrowdProvider"]:
+        """Get the CrowdProvider class that manages this Unit"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        return get_crowd_provider_from_type(self.provider_type)
+
+    def get_assignment_data(self) -> "InitializationData":
+        """Return the specific assignment data for this assignment"""
+        return self.get_assignment().get_assignment_data()
+
+    def sync_status(self) -> None:
+        """
+        Ensure that the queried status from this unit and the db status
+        are up to date
+        """
+        # TODO(#102) this will need to be run periodically/on crashes
+        # to sync any lost state
+        self.set_db_status(self.get_status())
+
+    def get_db_status(self) -> str:
+        """
+        Return the status as currently stored in the database
+        """
+        if self.db_status in AssignmentState.final_unit():
+            return self.db_status
+        row = self.db.get_unit(self.db_id)
+        assert row is not None, f"Unit {self.db_id} stopped existing in the db..."
+        return row["status"]
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        assert (
+            status in AssignmentState.valid_unit()
+        ), f"{status} not valid Assignment Status, not in {AssignmentState.valid_unit()}"
+        if status == self.db_status:
+            return
+        logger.debug(f"Updating status for {self} to {status}")
+        ACTIVE_UNIT_STATUSES.labels(
+            status=self.db_status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).inc()
+        self.db_status = status
+        self.db.update_unit(self.db_id, status=status)
+
+    def _mark_agent_assignment(self) -> None:
+        """Special helper to mark the transition from LAUNCHED to ASSIGNED"""
+        assert (
+            self.db_status == AssignmentState.LAUNCHED
+        ), "can only mark LAUNCHED units"
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.LAUNCHED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.ASSIGNED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).inc()
+
+    def get_assignment(self) -> "Assignment":
+        """
+        Return the assignment that this Unit is part of.
+        """
+        if self.__assignment is None:
+            from mephisto.data_model.assignment import Assignment
+
+            self.__assignment = Assignment.get(self.db, self.assignment_id)
+        return self.__assignment
+
+    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            if self.__assignment is not None:
+                self.__task_run = self.__assignment.get_task_run()
+            else:
+                self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+    def get_task(self) -> Task:
+        """
+        Return the task that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__assignment is not None:
+                self.__task = self.__assignment.get_task()
+            elif self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_requester(self) -> "Requester":
+        """
+        Return the requester who offered this Unit
+        """
+        if self.__requester is None:
+            if self.__assignment is not None:
+                self.__requester = self.__assignment.get_requester()
+            elif self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def clear_assigned_agent(self) -> None:
+        """Clear the agent that is assigned to this unit"""
+        logger.debug(f"Clearing assigned agent {self.agent_id} from {self}")
+        self.db.clear_unit_agent_assignment(self.db_id)
+        self.get_task_run().clear_reservation(self)
+        self.agent_id = None
+        self.__agent = None
+
+    def get_assigned_agent(self) -> Optional[Agent]:
+        """
+        Get the agent assigned to this Unit if there is one, else return None
+        """
+        # In these statuses, we know the agent isn't changing anymore, and thus will
+        # not need to be re-queried
+        if self.db_status in AssignmentState.final_unit():
+            if self.agent_id is None:
+                return None
+            return Agent.get(self.db, self.agent_id)
+
+        # Query the database to get the most up-to-date assignment, as this can
+        # change after instantiation if the Unit status isn't final
+        unit_copy = Unit.get(self.db, self.db_id)
+        self.agent_id = unit_copy.agent_id
+        if self.agent_id is not None:
+            return Agent.get(self.db, self.agent_id)
+        return None
+
+    @staticmethod
+    def _register_unit(
+        db: "MephistoDB",
+        assignment: "Assignment",
+        index: int,
+        pay_amount: float,
+        provider_type: str,
+    ) -> "Unit":
+        """
+        Create an entry for this unit in the database
+        """
+        db_id = db.new_unit(
+            assignment.task_id,
+            assignment.task_run_id,
+            assignment.requester_id,
+            assignment.db_id,
+            index,
+            pay_amount,
+            provider_type,
+            assignment.task_type,
+            sandbox=assignment.sandbox,
+        )
+        unit = Unit.get(db, db_id)
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.CREATED, unit_type=INDEX_TO_TYPE_MAP[index]
+        ).inc()
+        logger.debug(f"Registered new unit {unit} for {assignment}.")
+        return unit
+
+    def get_pay_amount(self) -> float:
+        """
+        Return the amount that this Unit is costing against the budget,
+        calculating additional fees as relevant
+        """
+        return self.pay_amount
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes may need to override the following
+
+    def get_status(self) -> str:
+        """
+        Get the status of this unit, as determined by whether there's
+        a worker working on it at the moment, and any other possible states. Should
+        return one of UNIT_STATUSES
+
+        Accurate status is crowd-provider dependent, and thus this method should be
+        defined in the child class to ensure that the local record matches
+        the ground truth in the provider
+        """
+        from mephisto.abstractions.blueprint import AgentState
+
+        db_status = self.db_status
+
+        # Expiration is a terminal state, and shouldn't be changed
+        if db_status == AssignmentState.EXPIRED:
+            return db_status
+
+        computed_status = AssignmentState.LAUNCHED
+
+        agent = self.get_assigned_agent()
+        if agent is None:
+            row = self.db.get_unit(self.db_id)
+            computed_status = row["status"]
+        else:
+            agent_status = agent.get_status()
+            if agent_status == AgentState.STATUS_NONE:
+                computed_status = AssignmentState.LAUNCHED
+            elif agent_status in [
+                AgentState.STATUS_ACCEPTED,
+                AgentState.STATUS_ONBOARDING,
+                AgentState.STATUS_PARTNER_DISCONNECT,
+                AgentState.STATUS_WAITING,
+                AgentState.STATUS_IN_TASK,
+            ]:
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status in [AgentState.STATUS_COMPLETED]:
+                computed_status = AssignmentState.COMPLETED
+            elif agent_status in [AgentState.STATUS_SOFT_REJECTED]:
+                computed_status = AssignmentState.SOFT_REJECTED
+            elif agent_status in [AgentState.STATUS_EXPIRED]:
+                computed_status = AssignmentState.EXPIRED
+            elif agent_status in [
+                AgentState.STATUS_DISCONNECT,
+                AgentState.STATUS_RETURNED,
+                AgentState.STATUS_TIMEOUT,
+            ]:
+                # Still assigned, as we expect the task launcher to explicitly
+                # update our status to expired or to remove the agent
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status == AgentState.STATUS_APPROVED:
+                computed_status = AssignmentState.ACCEPTED
+            elif agent_status == AgentState.STATUS_REJECTED:
+                computed_status = AssignmentState.REJECTED
+
+        if computed_status != db_status:
+            self.set_db_status(computed_status)
+
+        return computed_status
+
+    # Children classes should implement the below methods
+
+    def launch(self, task_url: str) -> None:
+        """
+        Make this Unit available on the crowdsourcing vendor. Depending on
+        the task type, this could mean a number of different setup steps.
+
+        Some crowd providers require setting up a configuration for the
+        very first launch, and this method should call a helper to manage
+        that step if necessary.
+        """
+        raise NotImplementedError()
+
+    def expire(self) -> float:
+        """
+        Expire this unit, removing it from being workable on the vendor.
+        Return the maximum time needed to wait before we know it's taken down.
+        """
+        raise NotImplementedError()
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """
+        Create a Unit for the given assignment
+
+        Implementation should return the result of _register_unit when sure the unit
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +
+
+
#   + + INDEX_TO_TYPE_MAP: DefaultDict[int, str] = defaultdict(<function <lambda>>, {0: 'standard', -1: 'screening_unit', -2: 'gold_unit', -3: 'compensation_unit'}) +
+ + + + +
+
+
+ #   + + + class + Unit(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Unit(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class tracks the status of an individual worker's contribution to a
+    higher level assignment. It is the smallest 'unit' of work to complete
+    the assignment, and this class is only responsible for checking
+    the status of that work itself being done.
+
+    It should be extended for usage with a specific crowd provider
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Unit and data model access via ...Unit(db, id) is "
+                "now deprecated in favor of calling Unit.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_unit(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["unit_id"]
+        self.assignment_id: str = row["assignment_id"]
+        self.unit_index: int = row["unit_index"]
+        self.pay_amount: float = row["pay_amount"]
+        self.agent_id: Optional[str] = row["agent_id"]
+        self.provider_type: str = row["provider_type"]
+        self.db_status: str = row["status"]
+        self.task_type: str = row["task_type"]
+        self.task_id: str = row["task_id"]
+        self.task_run_id: str = row["task_run_id"]
+        self.sandbox: bool = row["sandbox"]
+        self.requester_id: str = row["requester_id"]
+        self.worker_id: str = row["worker_id"]
+
+        # Deferred loading of related entities
+        self.__task: Optional["Task"] = None
+        self.__task_run: Optional["TaskRun"] = None
+        self.__assignment: Optional["Assignment"] = None
+        self.__requester: Optional["Requester"] = None
+        self.__agent: Optional["Agent"] = None
+        self.__worker: Optional["Worker"] = None
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    def get_crowd_provider_class(self) -> Type["CrowdProvider"]:
+        """Get the CrowdProvider class that manages this Unit"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        return get_crowd_provider_from_type(self.provider_type)
+
+    def get_assignment_data(self) -> "InitializationData":
+        """Return the specific assignment data for this assignment"""
+        return self.get_assignment().get_assignment_data()
+
+    def sync_status(self) -> None:
+        """
+        Ensure that the queried status from this unit and the db status
+        are up to date
+        """
+        # TODO(#102) this will need to be run periodically/on crashes
+        # to sync any lost state
+        self.set_db_status(self.get_status())
+
+    def get_db_status(self) -> str:
+        """
+        Return the status as currently stored in the database
+        """
+        if self.db_status in AssignmentState.final_unit():
+            return self.db_status
+        row = self.db.get_unit(self.db_id)
+        assert row is not None, f"Unit {self.db_id} stopped existing in the db..."
+        return row["status"]
+
+    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        assert (
+            status in AssignmentState.valid_unit()
+        ), f"{status} not valid Assignment Status, not in {AssignmentState.valid_unit()}"
+        if status == self.db_status:
+            return
+        logger.debug(f"Updating status for {self} to {status}")
+        ACTIVE_UNIT_STATUSES.labels(
+            status=self.db_status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).inc()
+        self.db_status = status
+        self.db.update_unit(self.db_id, status=status)
+
+    def _mark_agent_assignment(self) -> None:
+        """Special helper to mark the transition from LAUNCHED to ASSIGNED"""
+        assert (
+            self.db_status == AssignmentState.LAUNCHED
+        ), "can only mark LAUNCHED units"
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.LAUNCHED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.ASSIGNED,
+            unit_type=INDEX_TO_TYPE_MAP[self.unit_index],
+        ).inc()
+
+    def get_assignment(self) -> "Assignment":
+        """
+        Return the assignment that this Unit is part of.
+        """
+        if self.__assignment is None:
+            from mephisto.data_model.assignment import Assignment
+
+            self.__assignment = Assignment.get(self.db, self.assignment_id)
+        return self.__assignment
+
+    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            if self.__assignment is not None:
+                self.__task_run = self.__assignment.get_task_run()
+            else:
+                self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+    def get_task(self) -> Task:
+        """
+        Return the task that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__assignment is not None:
+                self.__task = self.__assignment.get_task()
+            elif self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+    def get_requester(self) -> "Requester":
+        """
+        Return the requester who offered this Unit
+        """
+        if self.__requester is None:
+            if self.__assignment is not None:
+                self.__requester = self.__assignment.get_requester()
+            elif self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+    def clear_assigned_agent(self) -> None:
+        """Clear the agent that is assigned to this unit"""
+        logger.debug(f"Clearing assigned agent {self.agent_id} from {self}")
+        self.db.clear_unit_agent_assignment(self.db_id)
+        self.get_task_run().clear_reservation(self)
+        self.agent_id = None
+        self.__agent = None
+
+    def get_assigned_agent(self) -> Optional[Agent]:
+        """
+        Get the agent assigned to this Unit if there is one, else return None
+        """
+        # In these statuses, we know the agent isn't changing anymore, and thus will
+        # not need to be re-queried
+        if self.db_status in AssignmentState.final_unit():
+            if self.agent_id is None:
+                return None
+            return Agent.get(self.db, self.agent_id)
+
+        # Query the database to get the most up-to-date assignment, as this can
+        # change after instantiation if the Unit status isn't final
+        unit_copy = Unit.get(self.db, self.db_id)
+        self.agent_id = unit_copy.agent_id
+        if self.agent_id is not None:
+            return Agent.get(self.db, self.agent_id)
+        return None
+
+    @staticmethod
+    def _register_unit(
+        db: "MephistoDB",
+        assignment: "Assignment",
+        index: int,
+        pay_amount: float,
+        provider_type: str,
+    ) -> "Unit":
+        """
+        Create an entry for this unit in the database
+        """
+        db_id = db.new_unit(
+            assignment.task_id,
+            assignment.task_run_id,
+            assignment.requester_id,
+            assignment.db_id,
+            index,
+            pay_amount,
+            provider_type,
+            assignment.task_type,
+            sandbox=assignment.sandbox,
+        )
+        unit = Unit.get(db, db_id)
+        ACTIVE_UNIT_STATUSES.labels(
+            status=AssignmentState.CREATED, unit_type=INDEX_TO_TYPE_MAP[index]
+        ).inc()
+        logger.debug(f"Registered new unit {unit} for {assignment}.")
+        return unit
+
+    def get_pay_amount(self) -> float:
+        """
+        Return the amount that this Unit is costing against the budget,
+        calculating additional fees as relevant
+        """
+        return self.pay_amount
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id}, {self.db_status})"
+
+    # Children classes may need to override the following
+
+    def get_status(self) -> str:
+        """
+        Get the status of this unit, as determined by whether there's
+        a worker working on it at the moment, and any other possible states. Should
+        return one of UNIT_STATUSES
+
+        Accurate status is crowd-provider dependent, and thus this method should be
+        defined in the child class to ensure that the local record matches
+        the ground truth in the provider
+        """
+        from mephisto.abstractions.blueprint import AgentState
+
+        db_status = self.db_status
+
+        # Expiration is a terminal state, and shouldn't be changed
+        if db_status == AssignmentState.EXPIRED:
+            return db_status
+
+        computed_status = AssignmentState.LAUNCHED
+
+        agent = self.get_assigned_agent()
+        if agent is None:
+            row = self.db.get_unit(self.db_id)
+            computed_status = row["status"]
+        else:
+            agent_status = agent.get_status()
+            if agent_status == AgentState.STATUS_NONE:
+                computed_status = AssignmentState.LAUNCHED
+            elif agent_status in [
+                AgentState.STATUS_ACCEPTED,
+                AgentState.STATUS_ONBOARDING,
+                AgentState.STATUS_PARTNER_DISCONNECT,
+                AgentState.STATUS_WAITING,
+                AgentState.STATUS_IN_TASK,
+            ]:
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status in [AgentState.STATUS_COMPLETED]:
+                computed_status = AssignmentState.COMPLETED
+            elif agent_status in [AgentState.STATUS_SOFT_REJECTED]:
+                computed_status = AssignmentState.SOFT_REJECTED
+            elif agent_status in [AgentState.STATUS_EXPIRED]:
+                computed_status = AssignmentState.EXPIRED
+            elif agent_status in [
+                AgentState.STATUS_DISCONNECT,
+                AgentState.STATUS_RETURNED,
+                AgentState.STATUS_TIMEOUT,
+            ]:
+                # Still assigned, as we expect the task launcher to explicitly
+                # update our status to expired or to remove the agent
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status == AgentState.STATUS_APPROVED:
+                computed_status = AssignmentState.ACCEPTED
+            elif agent_status == AgentState.STATUS_REJECTED:
+                computed_status = AssignmentState.REJECTED
+
+        if computed_status != db_status:
+            self.set_db_status(computed_status)
+
+        return computed_status
+
+    # Children classes should implement the below methods
+
+    def launch(self, task_url: str) -> None:
+        """
+        Make this Unit available on the crowdsourcing vendor. Depending on
+        the task type, this could mean a number of different setup steps.
+
+        Some crowd providers require setting up a configuration for the
+        very first launch, and this method should call a helper to manage
+        that step if necessary.
+        """
+        raise NotImplementedError()
+
+    def expire(self) -> float:
+        """
+        Expire this unit, removing it from being workable on the vendor.
+        Return the maximum time needed to wait before we know it's taken down.
+        """
+        raise NotImplementedError()
+
+    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        raise NotImplementedError()
+
+    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """
+        Create a Unit for the given assignment
+
+        Implementation should return the result of _register_unit when sure the unit
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class tracks the status of an individual worker's contribution to a +higher level assignment. It is the smallest 'unit' of work to complete +the assignment, and this class is only responsible for checking +the status of that work itself being done.

+ +

It should be extended for usage with a specific crowd provider

+
+ + +
+
#   + + + Unit( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Unit":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Unit class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a Unit
+        as you will instead be returned the correct Unit class according to
+        the crowdprovider associated with this Unit.
+        """
+        if cls == Unit:
+            # We are trying to construct a Unit, find what type to use and
+            # create that instead
+            from mephisto.operations.registry import get_crowd_provider_from_type
+
+            if row is None:
+                row = db.get_unit(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class = get_crowd_provider_from_type(row["provider_type"]).UnitClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Unit class without needing to specifically find it +for a given db_id. As such it is impossible to create a Unit +as you will instead be returned the correct Unit class according to +the crowdprovider associated with this Unit.

+
+ + +
+
+
#   + + + def + get_crowd_provider_class(self) -> type[mephisto.abstractions.crowd_provider.CrowdProvider]: +
+ +
+ View Source + 
    def get_crowd_provider_class(self) -> Type["CrowdProvider"]:
+        """Get the CrowdProvider class that manages this Unit"""
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        return get_crowd_provider_from_type(self.provider_type)
+
+ +
+ +

Get the CrowdProvider class that manages this Unit

+
+ + +
+
+
#   + + + def + get_assignment_data(self) -> mephisto.data_model.assignment.InitializationData: +
+ +
+ View Source + 
    def get_assignment_data(self) -> "InitializationData":
+        """Return the specific assignment data for this assignment"""
+        return self.get_assignment().get_assignment_data()
+
+ +
+ +

Return the specific assignment data for this assignment

+
+ + +
+
+
#   + + + def + sync_status(self) -> None: +
+ +
+ View Source + 
    def sync_status(self) -> None:
+        """
+        Ensure that the queried status from this unit and the db status
+        are up to date
+        """
+        # TODO(#102) this will need to be run periodically/on crashes
+        # to sync any lost state
+        self.set_db_status(self.get_status())
+
+ +
+ +

Ensure that the queried status from this unit and the db status +are up to date

+
+ + +
+
+
#   + + + def + get_db_status(self) -> str: +
+ +
+ View Source + 
    def get_db_status(self) -> str:
+        """
+        Return the status as currently stored in the database
+        """
+        if self.db_status in AssignmentState.final_unit():
+            return self.db_status
+        row = self.db.get_unit(self.db_id)
+        assert row is not None, f"Unit {self.db_id} stopped existing in the db..."
+        return row["status"]
+
+ +
+ +

Return the status as currently stored in the database

+
+ + +
+
+
#   + + + def + set_db_status(self, status: str) -> None: +
+ +
+ View Source + 
    def set_db_status(self, status: str) -> None:
+        """
+        Set the status reflected in the database for this Unit
+        """
+        assert (
+            status in AssignmentState.valid_unit()
+        ), f"{status} not valid Assignment Status, not in {AssignmentState.valid_unit()}"
+        if status == self.db_status:
+            return
+        logger.debug(f"Updating status for {self} to {status}")
+        ACTIVE_UNIT_STATUSES.labels(
+            status=self.db_status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).dec()
+        ACTIVE_UNIT_STATUSES.labels(
+            status=status, unit_type=INDEX_TO_TYPE_MAP[self.unit_index]
+        ).inc()
+        self.db_status = status
+        self.db.update_unit(self.db_id, status=status)
+
+ +
+ +

Set the status reflected in the database for this Unit

+
+ + +
+
+
#   + + + def + get_assignment(self) -> mephisto.data_model.assignment.Assignment: +
+ +
+ View Source + 
    def get_assignment(self) -> "Assignment":
+        """
+        Return the assignment that this Unit is part of.
+        """
+        if self.__assignment is None:
+            from mephisto.data_model.assignment import Assignment
+
+            self.__assignment = Assignment.get(self.db, self.assignment_id)
+        return self.__assignment
+
+ +
+ +

Return the assignment that this Unit is part of.

+
+ + +
+
+
#   + + + def + get_task_run(self) -> mephisto.data_model.task_run.TaskRun: +
+ +
+ View Source + 
    def get_task_run(self) -> TaskRun:
+        """
+        Return the task run that this assignment is part of
+        """
+        if self.__task_run is None:
+            if self.__assignment is not None:
+                self.__task_run = self.__assignment.get_task_run()
+            else:
+                self.__task_run = TaskRun.get(self.db, self.task_run_id)
+        return self.__task_run
+
+ +
+ +

Return the task run that this assignment is part of

+
+ + +
+
+
#   + + + def + get_task(self) -> mephisto.data_model.task.Task: +
+ +
+ View Source + 
    def get_task(self) -> Task:
+        """
+        Return the task that this assignment is part of
+        """
+        if self.__task is None:
+            if self.__assignment is not None:
+                self.__task = self.__assignment.get_task()
+            elif self.__task_run is not None:
+                self.__task = self.__task_run.get_task()
+            else:
+                self.__task = Task.get(self.db, self.task_id)
+        return self.__task
+
+ +
+ +

Return the task that this assignment is part of

+
+ + +
+
+
#   + + + def + get_requester(self) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
    def get_requester(self) -> "Requester":
+        """
+        Return the requester who offered this Unit
+        """
+        if self.__requester is None:
+            if self.__assignment is not None:
+                self.__requester = self.__assignment.get_requester()
+            elif self.__task_run is not None:
+                self.__requester = self.__task_run.get_requester()
+            else:
+                self.__requester = Requester.get(self.db, self.requester_id)
+        return self.__requester
+
+ +
+ +

Return the requester who offered this Unit

+
+ + +
+
+
#   + + + def + clear_assigned_agent(self) -> None: +
+ +
+ View Source + 
    def clear_assigned_agent(self) -> None:
+        """Clear the agent that is assigned to this unit"""
+        logger.debug(f"Clearing assigned agent {self.agent_id} from {self}")
+        self.db.clear_unit_agent_assignment(self.db_id)
+        self.get_task_run().clear_reservation(self)
+        self.agent_id = None
+        self.__agent = None
+
+ +
+ +

Clear the agent that is assigned to this unit

+
+ + +
+
+
#   + + + def + get_assigned_agent(self) -> Union[mephisto.data_model.agent.Agent, NoneType]: +
+ +
+ View Source + 
    def get_assigned_agent(self) -> Optional[Agent]:
+        """
+        Get the agent assigned to this Unit if there is one, else return None
+        """
+        # In these statuses, we know the agent isn't changing anymore, and thus will
+        # not need to be re-queried
+        if self.db_status in AssignmentState.final_unit():
+            if self.agent_id is None:
+                return None
+            return Agent.get(self.db, self.agent_id)
+
+        # Query the database to get the most up-to-date assignment, as this can
+        # change after instantiation if the Unit status isn't final
+        unit_copy = Unit.get(self.db, self.db_id)
+        self.agent_id = unit_copy.agent_id
+        if self.agent_id is not None:
+            return Agent.get(self.db, self.agent_id)
+        return None
+
+ +
+ +

Get the agent assigned to this Unit if there is one, else return None

+
+ + +
+
+
#   + + + def + get_pay_amount(self) -> float: +
+ +
+ View Source + 
    def get_pay_amount(self) -> float:
+        """
+        Return the amount that this Unit is costing against the budget,
+        calculating additional fees as relevant
+        """
+        return self.pay_amount
+
+ +
+ +

Return the amount that this Unit is costing against the budget, +calculating additional fees as relevant

+
+ + +
+
+
#   + + + def + get_status(self) -> str: +
+ +
+ View Source + 
    def get_status(self) -> str:
+        """
+        Get the status of this unit, as determined by whether there's
+        a worker working on it at the moment, and any other possible states. Should
+        return one of UNIT_STATUSES
+
+        Accurate status is crowd-provider dependent, and thus this method should be
+        defined in the child class to ensure that the local record matches
+        the ground truth in the provider
+        """
+        from mephisto.abstractions.blueprint import AgentState
+
+        db_status = self.db_status
+
+        # Expiration is a terminal state, and shouldn't be changed
+        if db_status == AssignmentState.EXPIRED:
+            return db_status
+
+        computed_status = AssignmentState.LAUNCHED
+
+        agent = self.get_assigned_agent()
+        if agent is None:
+            row = self.db.get_unit(self.db_id)
+            computed_status = row["status"]
+        else:
+            agent_status = agent.get_status()
+            if agent_status == AgentState.STATUS_NONE:
+                computed_status = AssignmentState.LAUNCHED
+            elif agent_status in [
+                AgentState.STATUS_ACCEPTED,
+                AgentState.STATUS_ONBOARDING,
+                AgentState.STATUS_PARTNER_DISCONNECT,
+                AgentState.STATUS_WAITING,
+                AgentState.STATUS_IN_TASK,
+            ]:
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status in [AgentState.STATUS_COMPLETED]:
+                computed_status = AssignmentState.COMPLETED
+            elif agent_status in [AgentState.STATUS_SOFT_REJECTED]:
+                computed_status = AssignmentState.SOFT_REJECTED
+            elif agent_status in [AgentState.STATUS_EXPIRED]:
+                computed_status = AssignmentState.EXPIRED
+            elif agent_status in [
+                AgentState.STATUS_DISCONNECT,
+                AgentState.STATUS_RETURNED,
+                AgentState.STATUS_TIMEOUT,
+            ]:
+                # Still assigned, as we expect the task launcher to explicitly
+                # update our status to expired or to remove the agent
+                computed_status = AssignmentState.ASSIGNED
+            elif agent_status == AgentState.STATUS_APPROVED:
+                computed_status = AssignmentState.ACCEPTED
+            elif agent_status == AgentState.STATUS_REJECTED:
+                computed_status = AssignmentState.REJECTED
+
+        if computed_status != db_status:
+            self.set_db_status(computed_status)
+
+        return computed_status
+
+ +
+ +

Get the status of this unit, as determined by whether there's +a worker working on it at the moment, and any other possible states. Should +return one of UNIT_STATUSES

+ +

Accurate status is crowd-provider dependent, and thus this method should be +defined in the child class to ensure that the local record matches +the ground truth in the provider

+
+ + +
+
+
#   + + + def + launch(self, task_url: str) -> None: +
+ +
+ View Source + 
    def launch(self, task_url: str) -> None:
+        """
+        Make this Unit available on the crowdsourcing vendor. Depending on
+        the task type, this could mean a number of different setup steps.
+
+        Some crowd providers require setting up a configuration for the
+        very first launch, and this method should call a helper to manage
+        that step if necessary.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Make this Unit available on the crowdsourcing vendor. Depending on +the task type, this could mean a number of different setup steps.

+ +

Some crowd providers require setting up a configuration for the +very first launch, and this method should call a helper to manage +that step if necessary.

+
+ + +
+
+
#   + + + def + expire(self) -> float: +
+ +
+ View Source + 
    def expire(self) -> float:
+        """
+        Expire this unit, removing it from being workable on the vendor.
+        Return the maximum time needed to wait before we know it's taken down.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Expire this unit, removing it from being workable on the vendor. +Return the maximum time needed to wait before we know it's taken down.

+
+ + +
+
+
#   + + + def + is_expired(self) -> bool: +
+ +
+ View Source + 
    def is_expired(self) -> bool:
+        """Determine if this unit is expired as according to the vendor."""
+        raise NotImplementedError()
+
+ +
+ +

Determine if this unit is expired as according to the vendor.

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + assignment: mephisto.data_model.assignment.Assignment, + index: int, + pay_amount: float +) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    @staticmethod
+    def new(
+        db: "MephistoDB", assignment: "Assignment", index: int, pay_amount: float
+    ) -> "Unit":
+        """
+        Create a Unit for the given assignment
+
+        Implementation should return the result of _register_unit when sure the unit
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Create a Unit for the given assignment

+ +

Implementation should return the result of _register_unit when sure the unit +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/data_model/worker.html b/docs/web/static/python_api/mephisto/data_model/worker.html new file mode 100644 index 000000000..3af86342d --- /dev/null +++ b/docs/web/static/python_api/mephisto/data_model/worker.html @@ -0,0 +1,1505 @@ + + + + + + + + + mephisto.data_model.worker API documentation + + + + + + + + + +
+
+

+mephisto.data_model.worker

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model._db_backed_meta import (
+    MephistoDBBackedABCMeta,
+    MephistoDataModelComponentMixin,
+)
+from typing import Any, List, Optional, Mapping, Tuple, Dict, Type, Tuple, TYPE_CHECKING
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.agent import Agent
+    from mephisto.data_model.unit import Unit
+    from mephisto.data_model.requester import Requester
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.data_model.qualification import GrantedQualification
+    from argparse import _ArgumentGroup as ArgumentGroup
+
+
+@dataclass
+class WorkerArgs:
+    """Base class for arguments to register a worker"""
+
+    name: str = field(
+        metadata={
+            "help": (
+                "Name to associate external worker id with an internal mephisto id. "
+                "Should be based on the external provider id."
+            )
+        }
+    )
+
+
+class Worker(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Worker and data model access via ...Worker(db, id) is "
+                "now deprecated in favor of calling Worker.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_worker(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["worker_id"]
+        self.provider_type = row["provider_type"]
+        self.worker_name = row["worker_name"]
+        # TODO(#568) Do we want any other attributes here?
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    # TODO(#568) make getters for helpful worker statistics
+
+    def get_agents(self, status: Optional[str] = None) -> List["Agent"]:
+        """
+        Get the list of agents that this worker was responsible for, by the given status
+        if needed
+        """
+        assert status is None or status in AgentState.valid(), "Invalid agent status"
+        return self.db.find_agents(worker_id=self.db_id, status=status)
+
+    @staticmethod
+    def _register_worker(
+        db: "MephistoDB", worker_name: str, provider_type: str
+    ) -> "Worker":
+        """
+        Create an entry for this worker in the database
+        """
+        db_id = db.new_worker(worker_name, provider_type)
+        worker = Worker.get(db, db_id)
+        logger.debug(f"Registered new worker {worker}")
+        return worker
+
+    @classmethod
+    def new_from_provider_data(
+        cls, db: "MephistoDB", creation_data: Dict[str, Any]
+    ) -> "Worker":
+        """
+        Given the parameters passed through wrap_crowd_source.js, construct
+        a new worker
+
+        Basic case simply takes the worker id and registers it
+        """
+        return cls.new(db, creation_data["worker_name"])
+
+    def get_granted_qualification(
+        self, qualification_name: str
+    ) -> Optional["GrantedQualification"]:
+        """Return the granted qualification for this worker for the given name"""
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            return None
+        qualification = found_qualifications[0]
+        granted_qualifications = self.db.check_granted_qualifications(
+            qualification.db_id, self.db_id
+        )
+        if len(granted_qualifications) == 0:
+            return None
+        return granted_qualifications[0]
+
+    def is_disqualified(self, qualification_name: str):
+        """
+        Find out if the given worker has been disqualified by the given qualification
+
+        Returns True if the qualification exists and has a falsey value
+        Returns False if the qualification doesn't exist or has a truthy value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return not qualification.value
+
+    def is_qualified(self, qualification_name: str):
+        """
+        Find out if the given worker has qualified by the given qualification
+
+        Returns True if the qualification exists and is truthy value
+        Returns False if the qualification doesn't exist or falsey value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return bool(qualification.value)
+
+    def revoke_qualification(self, qualification_name) -> bool:
+        """
+        Remove this user's qualification if it exists
+
+        Returns True if removal happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        granted_qualification = self.get_granted_qualification(qualification_name)
+        if granted_qualification is None:
+            return False
+
+        logger.debug(f"Revoking qualification {qualification_name} from worker {self}.")
+        self.db.revoke_qualification(granted_qualification.qualification_id, self.db_id)
+        try:
+            self.revoke_crowd_qualification(qualification_name)
+            return True
+        except Exception as e:
+            logger.exception(
+                f"Found error while trying to revoke qualification: {repr(e)}",
+                exc_info=True,
+            )
+            return False
+        return True
+
+    def grant_qualification(
+        self, qualification_name: str, value: int = 1, skip_crowd=False
+    ):
+        """
+        Grant a positive or negative qualification to this worker
+
+        Returns True if granting happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            raise Exception(
+                f"No qualification by the name {qualification_name} found in the db"
+            )
+
+        logger.debug(
+            f"Granting worker {self} qualification {qualification_name}: {value}"
+        )
+        qualification = found_qualifications[0]
+        self.db.grant_qualification(qualification.db_id, self.db_id, value=value)
+        if not skip_crowd:
+            try:
+                self.grant_crowd_qualification(qualification_name, value)
+                return True
+            except Exception as e:
+                logger.exception(
+                    f"Found error while trying to grant qualification: {repr(e)}",
+                    exc_info=True,
+                )
+                return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    # Children classes can implement the following methods
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be granted
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be revoked
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    # Children classes should implement the following methods
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        raise NotImplementedError()
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        raise NotImplementedError()
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason"""
+        raise NotImplementedError()
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        raise NotImplementedError()
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        raise NotImplementedError()
+
+    def register(self, args: Optional[Dict[str, str]] = None) -> None:
+        """Register this worker with the crowdprovider, if necessary"""
+        pass
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_name: str) -> "Worker":
+        """
+        Create a new worker attached to the given identifier, assuming it doesn't already
+        exist in the database.
+
+        Implementation should return the result of _register_worker when sure the worker
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +
+
+
+ #   + + + class + WorkerArgs: +
+ +
+ View Source + 
class WorkerArgs:
+    """Base class for arguments to register a worker"""
+
+    name: str = field(
+        metadata={
+            "help": (
+                "Name to associate external worker id with an internal mephisto id. "
+                "Should be based on the external provider id."
+            )
+        }
+    )
+
+ +
+ +

Base class for arguments to register a worker

+
+ + +
+
#   + + + WorkerArgs(name: str) +
+ + + + +
+
+
+
+ #   + + + class + Worker(mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin): +
+ +
+ View Source + 
class Worker(MephistoDataModelComponentMixin, metaclass=MephistoDBBackedABCMeta):
+    """
+    This class represents an individual - namely a person. It maintains components of ongoing identity for a user.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ):
+        if not _used_new_call:
+            raise AssertionError(
+                "Direct Worker and data model access via ...Worker(db, id) is "
+                "now deprecated in favor of calling Worker.get(db, id). "
+            )
+        self.db: "MephistoDB" = db
+        if row is None:
+            row = db.get_worker(db_id)
+        assert row is not None, f"Given db_id {db_id} did not exist in given db"
+        self.db_id: str = row["worker_id"]
+        self.provider_type = row["provider_type"]
+        self.worker_name = row["worker_name"]
+        # TODO(#568) Do we want any other attributes here?
+
+    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+    # TODO(#568) make getters for helpful worker statistics
+
+    def get_agents(self, status: Optional[str] = None) -> List["Agent"]:
+        """
+        Get the list of agents that this worker was responsible for, by the given status
+        if needed
+        """
+        assert status is None or status in AgentState.valid(), "Invalid agent status"
+        return self.db.find_agents(worker_id=self.db_id, status=status)
+
+    @staticmethod
+    def _register_worker(
+        db: "MephistoDB", worker_name: str, provider_type: str
+    ) -> "Worker":
+        """
+        Create an entry for this worker in the database
+        """
+        db_id = db.new_worker(worker_name, provider_type)
+        worker = Worker.get(db, db_id)
+        logger.debug(f"Registered new worker {worker}")
+        return worker
+
+    @classmethod
+    def new_from_provider_data(
+        cls, db: "MephistoDB", creation_data: Dict[str, Any]
+    ) -> "Worker":
+        """
+        Given the parameters passed through wrap_crowd_source.js, construct
+        a new worker
+
+        Basic case simply takes the worker id and registers it
+        """
+        return cls.new(db, creation_data["worker_name"])
+
+    def get_granted_qualification(
+        self, qualification_name: str
+    ) -> Optional["GrantedQualification"]:
+        """Return the granted qualification for this worker for the given name"""
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            return None
+        qualification = found_qualifications[0]
+        granted_qualifications = self.db.check_granted_qualifications(
+            qualification.db_id, self.db_id
+        )
+        if len(granted_qualifications) == 0:
+            return None
+        return granted_qualifications[0]
+
+    def is_disqualified(self, qualification_name: str):
+        """
+        Find out if the given worker has been disqualified by the given qualification
+
+        Returns True if the qualification exists and has a falsey value
+        Returns False if the qualification doesn't exist or has a truthy value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return not qualification.value
+
+    def is_qualified(self, qualification_name: str):
+        """
+        Find out if the given worker has qualified by the given qualification
+
+        Returns True if the qualification exists and is truthy value
+        Returns False if the qualification doesn't exist or falsey value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return bool(qualification.value)
+
+    def revoke_qualification(self, qualification_name) -> bool:
+        """
+        Remove this user's qualification if it exists
+
+        Returns True if removal happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        granted_qualification = self.get_granted_qualification(qualification_name)
+        if granted_qualification is None:
+            return False
+
+        logger.debug(f"Revoking qualification {qualification_name} from worker {self}.")
+        self.db.revoke_qualification(granted_qualification.qualification_id, self.db_id)
+        try:
+            self.revoke_crowd_qualification(qualification_name)
+            return True
+        except Exception as e:
+            logger.exception(
+                f"Found error while trying to revoke qualification: {repr(e)}",
+                exc_info=True,
+            )
+            return False
+        return True
+
+    def grant_qualification(
+        self, qualification_name: str, value: int = 1, skip_crowd=False
+    ):
+        """
+        Grant a positive or negative qualification to this worker
+
+        Returns True if granting happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            raise Exception(
+                f"No qualification by the name {qualification_name} found in the db"
+            )
+
+        logger.debug(
+            f"Granting worker {self} qualification {qualification_name}: {value}"
+        )
+        qualification = found_qualifications[0]
+        self.db.grant_qualification(qualification.db_id, self.db_id, value=value)
+        if not skip_crowd:
+            try:
+                self.grant_crowd_qualification(qualification_name, value)
+                return True
+            except Exception as e:
+                logger.exception(
+                    f"Found error while trying to grant qualification: {repr(e)}",
+                    exc_info=True,
+                )
+                return False
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.db_id})"
+
+    # Children classes can implement the following methods
+
+    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be granted
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be revoked
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+    # Children classes should implement the following methods
+
+    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        raise NotImplementedError()
+
+    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        raise NotImplementedError()
+
+    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason"""
+        raise NotImplementedError()
+
+    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        raise NotImplementedError()
+
+    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        raise NotImplementedError()
+
+    def register(self, args: Optional[Dict[str, str]] = None) -> None:
+        """Register this worker with the crowdprovider, if necessary"""
+        pass
+
+    @staticmethod
+    def new(db: "MephistoDB", worker_name: str) -> "Worker":
+        """
+        Create a new worker attached to the given identifier, assuming it doesn't already
+        exist in the database.
+
+        Implementation should return the result of _register_worker when sure the worker
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

+
+ + +
+
#   + + + Worker( + db: mephisto.abstractions.database.MephistoDB, + db_id: str, + row: Union[Mapping[str, Any], NoneType] = None, + _used_new_call: bool = False +) +
+ +
+ View Source + 
    def __new__(
+        cls,
+        db: "MephistoDB",
+        db_id: str,
+        row: Optional[Mapping[str, Any]] = None,
+        _used_new_call: bool = False,
+    ) -> "Worker":
+        """
+        The new method is overridden to be able to automatically generate
+        the expected Worker class without needing to specifically find it
+        for a given db_id. As such it is impossible to create a base Worker
+        as you will instead be returned the correct Worker class according to
+        the crowdprovider associated with this Worker.
+        """
+        from mephisto.operations.registry import get_crowd_provider_from_type
+
+        if cls == Worker:
+            # We are trying to construct a Worker, find what type to use and
+            # create that instead
+            if row is None:
+                row = db.get_worker(db_id)
+            assert row is not None, f"Given db_id {db_id} did not exist in given db"
+            correct_class: Type[Worker] = get_crowd_provider_from_type(
+                row["provider_type"]
+            ).WorkerClass
+            return super().__new__(correct_class)
+        else:
+            # We are constructing another instance directly
+            return super().__new__(cls)
+
+ +
+ +

The new method is overridden to be able to automatically generate +the expected Worker class without needing to specifically find it +for a given db_id. As such it is impossible to create a base Worker +as you will instead be returned the correct Worker class according to +the crowdprovider associated with this Worker.

+
+ + +
+
+
#   + + + def + get_agents( + self, + status: Union[str, NoneType] = None +) -> list[mephisto.data_model.agent.Agent]: +
+ +
+ View Source + 
    def get_agents(self, status: Optional[str] = None) -> List["Agent"]:
+        """
+        Get the list of agents that this worker was responsible for, by the given status
+        if needed
+        """
+        assert status is None or status in AgentState.valid(), "Invalid agent status"
+        return self.db.find_agents(worker_id=self.db_id, status=status)
+
+ +
+ +

Get the list of agents that this worker was responsible for, by the given status +if needed

+
+ + +
+
+
#   + +
@classmethod
+ + def + new_from_provider_data( + cls, + db: mephisto.abstractions.database.MephistoDB, + creation_data: Dict[str, Any] +) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    @classmethod
+    def new_from_provider_data(
+        cls, db: "MephistoDB", creation_data: Dict[str, Any]
+    ) -> "Worker":
+        """
+        Given the parameters passed through wrap_crowd_source.js, construct
+        a new worker
+
+        Basic case simply takes the worker id and registers it
+        """
+        return cls.new(db, creation_data["worker_name"])
+
+ +
+ +

Given the parameters passed through wrap_crowd_source.js, construct +a new worker

+ +

Basic case simply takes the worker id and registers it

+
+ + +
+
+
#   + + + def + get_granted_qualification( + self, + qualification_name: str +) -> Union[mephisto.data_model.qualification.GrantedQualification, NoneType]: +
+ +
+ View Source + 
    def get_granted_qualification(
+        self, qualification_name: str
+    ) -> Optional["GrantedQualification"]:
+        """Return the granted qualification for this worker for the given name"""
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            return None
+        qualification = found_qualifications[0]
+        granted_qualifications = self.db.check_granted_qualifications(
+            qualification.db_id, self.db_id
+        )
+        if len(granted_qualifications) == 0:
+            return None
+        return granted_qualifications[0]
+
+ +
+ +

Return the granted qualification for this worker for the given name

+
+ + +
+
+
#   + + + def + is_disqualified(self, qualification_name: str): +
+ +
+ View Source + 
    def is_disqualified(self, qualification_name: str):
+        """
+        Find out if the given worker has been disqualified by the given qualification
+
+        Returns True if the qualification exists and has a falsey value
+        Returns False if the qualification doesn't exist or has a truthy value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return not qualification.value
+
+ +
+ +

Find out if the given worker has been disqualified by the given qualification

+ +

Returns True if the qualification exists and has a falsey value +Returns False if the qualification doesn't exist or has a truthy value

+
+ + +
+
+
#   + + + def + is_qualified(self, qualification_name: str): +
+ +
+ View Source + 
    def is_qualified(self, qualification_name: str):
+        """
+        Find out if the given worker has qualified by the given qualification
+
+        Returns True if the qualification exists and is truthy value
+        Returns False if the qualification doesn't exist or falsey value
+        """
+        qualification = self.get_granted_qualification(qualification_name)
+        if qualification is None:
+            return False
+        return bool(qualification.value)
+
+ +
+ +

Find out if the given worker has qualified by the given qualification

+ +

Returns True if the qualification exists and is truthy value +Returns False if the qualification doesn't exist or falsey value

+
+ + +
+
+
#   + + + def + revoke_qualification(self, qualification_name) -> bool: +
+ +
+ View Source + 
    def revoke_qualification(self, qualification_name) -> bool:
+        """
+        Remove this user's qualification if it exists
+
+        Returns True if removal happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        granted_qualification = self.get_granted_qualification(qualification_name)
+        if granted_qualification is None:
+            return False
+
+        logger.debug(f"Revoking qualification {qualification_name} from worker {self}.")
+        self.db.revoke_qualification(granted_qualification.qualification_id, self.db_id)
+        try:
+            self.revoke_crowd_qualification(qualification_name)
+            return True
+        except Exception as e:
+            logger.exception(
+                f"Found error while trying to revoke qualification: {repr(e)}",
+                exc_info=True,
+            )
+            return False
+        return True
+
+ +
+ +

Remove this user's qualification if it exists

+ +

Returns True if removal happens locally and externally, False if an exception +happens with the crowd provider

+
+ + +
+
+
#   + + + def + grant_qualification(self, qualification_name: str, value: int = 1, skip_crowd=False): +
+ +
+ View Source + 
    def grant_qualification(
+        self, qualification_name: str, value: int = 1, skip_crowd=False
+    ):
+        """
+        Grant a positive or negative qualification to this worker
+
+        Returns True if granting happens locally and externally, False if an exception
+        happens with the crowd provider
+        """
+        found_qualifications = self.db.find_qualifications(qualification_name)
+        if len(found_qualifications) == 0:
+            raise Exception(
+                f"No qualification by the name {qualification_name} found in the db"
+            )
+
+        logger.debug(
+            f"Granting worker {self} qualification {qualification_name}: {value}"
+        )
+        qualification = found_qualifications[0]
+        self.db.grant_qualification(qualification.db_id, self.db_id, value=value)
+        if not skip_crowd:
+            try:
+                self.grant_crowd_qualification(qualification_name, value)
+                return True
+            except Exception as e:
+                logger.exception(
+                    f"Found error while trying to grant qualification: {repr(e)}",
+                    exc_info=True,
+                )
+                return False
+
+ +
+ +

Grant a positive or negative qualification to this worker

+ +

Returns True if granting happens locally and externally, False if an exception +happens with the crowd provider

+
+ + +
+
+
#   + + + def + grant_crowd_qualification(self, qualification_name: str, value: int = 1) -> None: +
+ +
+ View Source + 
    def grant_crowd_qualification(
+        self, qualification_name: str, value: int = 1
+    ) -> None:
+        """
+        Grant a qualification by the given name to this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be granted
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+ +
+ +

Grant a qualification by the given name to this worker

+ +

If the CrowdProvider has a notion of qualifications, they can be granted +in sync with Mephisto's qualifications

+
+ + +
+
+
#   + + + def + revoke_crowd_qualification(self, qualification_name: str) -> None: +
+ +
+ View Source + 
    def revoke_crowd_qualification(self, qualification_name: str) -> None:
+        """
+        Revoke the qualification by the given name from this worker
+
+        If the CrowdProvider has a notion of qualifications, they can be revoked
+        in sync with Mephisto's qualifications
+        """
+        return None
+
+ +
+ +

Revoke the qualification by the given name from this worker

+ +

If the CrowdProvider has a notion of qualifications, they can be revoked +in sync with Mephisto's qualifications

+
+ + +
+
+
#   + + + def + bonus_worker( + self, + amount: float, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def bonus_worker(
+        self, amount: float, reason: str, unit: Optional["Unit"] = None
+    ) -> Tuple[bool, str]:
+        """Bonus this worker for work any reason. Return success of bonus"""
+        raise NotImplementedError()
+
+ +
+ +

Bonus this worker for work any reason. Return success of bonus

+
+ + +
+
+
#   + + + def + block_worker( + self, + reason: str, + unit: Union[mephisto.data_model.unit.Unit, NoneType] = None, + requester: Union[mephisto.data_model.requester.Requester, NoneType] = None +) -> Tuple[bool, str]: +
+ +
+ View Source + 
    def block_worker(
+        self,
+        reason: str,
+        unit: Optional["Unit"] = None,
+        requester: Optional["Requester"] = None,
+    ) -> Tuple[bool, str]:
+        """Block this worker for a specified reason. Return success of block"""
+        raise NotImplementedError()
+
+ +
+ +

Block this worker for a specified reason. Return success of block

+
+ + +
+
+
#   + + + def + unblock_worker( + self, + reason: str, + requester: mephisto.data_model.requester.Requester +) -> bool: +
+ +
+ View Source + 
    def unblock_worker(self, reason: str, requester: "Requester") -> bool:
+        """unblock a blocked worker for the specified reason"""
+        raise NotImplementedError()
+
+ +
+ +

unblock a blocked worker for the specified reason

+
+ + +
+
+
#   + + + def + is_blocked(self, requester: mephisto.data_model.requester.Requester) -> bool: +
+ +
+ View Source + 
    def is_blocked(self, requester: "Requester") -> bool:
+        """Determine if a worker is blocked"""
+        raise NotImplementedError()
+
+ +
+ +

Determine if a worker is blocked

+
+ + +
+
+
#   + + + def + is_eligible(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool: +
+ +
+ View Source + 
    def is_eligible(self, task_run: "TaskRun") -> bool:
+        """Determine if this worker is eligible for the given task run"""
+        raise NotImplementedError()
+
+ +
+ +

Determine if this worker is eligible for the given task run

+
+ + +
+
+
#   + + + def + register(self, args: Union[Dict[str, str], NoneType] = None) -> None: +
+ +
+ View Source + 
    def register(self, args: Optional[Dict[str, str]] = None) -> None:
+        """Register this worker with the crowdprovider, if necessary"""
+        pass
+
+ +
+ +

Register this worker with the crowdprovider, if necessary

+
+ + +
+
+
#   + +
@staticmethod
+ + def + new( + db: mephisto.abstractions.database.MephistoDB, + worker_name: str +) -> mephisto.data_model.worker.Worker: +
+ +
+ View Source + 
    @staticmethod
+    def new(db: "MephistoDB", worker_name: str) -> "Worker":
+        """
+        Create a new worker attached to the given identifier, assuming it doesn't already
+        exist in the database.
+
+        Implementation should return the result of _register_worker when sure the worker
+        can be successfully created to have it put into the db.
+        """
+        raise NotImplementedError()
+
+ +
+ +

Create a new worker attached to the given identifier, assuming it doesn't already +exist in the database.

+ +

Implementation should return the result of _register_worker when sure the worker +can be successfully created to have it put into the db.

+
+ + +
+
+
Inherited Members
+
+ +
+
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations.html b/docs/web/static/python_api/mephisto/operations.html new file mode 100644 index 000000000..4b6c8607b --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations.html @@ -0,0 +1,381 @@ + + + + + + + + + mephisto.operations API documentation + + + + + + + + + +
+
+

+mephisto.operations

+ +

Mephisto Operations

+ +

The contents of the operations folder comprise controllers for launching and monitoring tasks, as well as other classes that either operate on the data model or support the mid level of Mephisto's design. Each has a high level responsibility, detailed below. Within these classes there's something of a heirarchy depending on the amount of underlying infrastructure that a class is built upon.

+ +

High-level controller components

+ +

This level of components is reserved for modules that operate on the highest level of the Mephisto heirarchy. These should be either directly usable, or easy to bundle into scripts for the client/api.

+ +
    +
  • Operator: High-level class responsible for launching and monitoring a TaskRun. Generally initialized using a TaskConfig and the launch_task_run method.
    • +
+ +

At the moment only the Operator exists in this level, as the module that manages the process of launching and monitoring a complete data collection job. Modules on a similar level of complexity may be written for the review flow, and for packaging data for release.

+ +

Mid-level connecting components

+ +

These components are responsible for tying some of the underlying data model components to the reality of what they represent. They ensure that tasks remain in sync with what is actually happening, such that the content on Mephisto matches what is present on crowd providers and architects, and to some degree to blueprints.

+ +
    +
  • ClientIOHandler: Responsible for processing incoming packets from clients and directing them to the right place. Also ensures that reconnecting workers are directed to the correct agents. The ClientIOHandler acts as the bridge between Architects and Blueprints.
    • +
  • WorkerPool: Responsible for following the status of a worker from the point they attempt to accept a Unit until the Unit is either completed or returned. This includes spawning the threads that watch specific Assignment's or Unit's, evaluating onboarding and qualifications.
    • +
  • registry.py: Reponsible for keeping track of instances of all of the Mephisto core abstractions, such that the system is able to refer to them just by name.
    • +
  • TaskLauncher: Responsible for moving through an iterator or generator of assignments and units to be created, first creating the local Mephisto state to represent them and then later leveraging the CrowdProvider to launch them. Also ensures certain configuration invariants hold, such as a maximum number of concurrent tasks available.
    • +
+ +

Low-level Mephisto infra

+ +

These modules contain functionality that is used to condense shared behavior from various parts of the Mephisto codebase into standard functionality and utilities.

+ +
    +
  • config_handler.py: Functions responsible for providing a consistent interface into a user's configuration file for Mephisto, stored at ~/.mephisto/config.yml.
    • +
  • hydra_config.py: Classes and functionality responsible for ensuring that Mephisto operates well using Hydra, including base classes to build Hydra structured configs from (such as the TaskConfig) and methods to simplify interacting with Hydra in the codebase.
    • +
  • logger_core.py: Helpers to simplify the process of generating unique loggers and logging configuration for various parts of Mephisto. (Much still to be done here).
    • +
+ +

Operator

+ +

The Operator is responsible for actually coordinating launching tasks. This is managed using the launch_task_run function. It takes in a Hydra DictConfig of arguments corresponding to the Blueprint, Architect, and CrowdProvider of choice. It can also take a SharedTaskState object to pass information that wouldn't normally be able to be parsed on the command line, or where it can only be extracted at runtime.

+ +

One important extra argument is SharedTaskState.qualifications, which allows configuring a task with requirements for workers to be eligibible to work on the task. Functionality for this can be seen in data_model.qualifications, with examples in how operator handles the block_qualification.

+ +

The lifecycle of an operator is to launch as many LiveTaskRuns as desired using the launch_task_run function, and then to watch over their progress using the wait_for_runs_then_shutdown function. These methods cover the full requirements for launching and monitoring a job.

+ +

If wait_for_runs_then_shutdown is not used, it's always important to call the shutdown methods whenever an operator has been created. While tasks are underway, a user can use get_running_task_runs to see the status of things that are currently running. Once there are no running task runs, the Operator can be told to shut down.

+ +

ClientIOHandler

+ +

The ClientIOHandler's primary responsiblity is to abstract the remote nature of Mephisto Workers and Agents to allow them to directly act on the local maching. It is the layer that abstracts humans and human work into Workers and Agents that take actions. To that end, it has to set up a socket to connect to the task server, poll status on any agents currently working on tasks, and process incoming agent actions over the socket to put them into the Agent so that a task can use the data.

+ +

When provided with details of a LiveTaskRun, the associated Architect tells the ClientIOHandler where the server(s) that agents are communicating with is(/are) running. Then on initialization, Channel can be opened for each of these servers.

+ +

Once this connection is established:

+ +
    +
  • Incoming messages from the server (which represent actions taken by human agents) are passed to the pending_actions queue of the Agent that corresponds with that human agent. Future calls to Agent.get_live_update() will pop off from this queue.
    • +
  • Calls to Agent.observe() will push the message through to the appropriate Channel's sending queue immediately.
    • +
  • The ClientIOHandler should also be querying for Agent's status and pushing responses to the WorkerPool to handle updates.
    • +
+ +

WorkerPool

+ +

The WorkerPool is responsible for placing workers into appropriate Agents after finding Units they are eligible for, and passing off task execution to a Blueprint's TaskRunner. It also monitors changes to agent status.

+ +

In order to properly determine eligibility and launch tasks, the WorkerPool relies on the Blueprint and CrowdProvider for the registered LiveTaskRun:

+ +
    +
  • The Blueprint contains details about the relevant task run, and is used for properly registering a new Agent the correct Unit. For this, in _register_agent it gets all Units that a worker is eligible for, reserves one, and then handles creating a new Agent out of the given Worker-Unit pair.
    • +
  • The CrowdProvider is also used during the registration process. In the first part it ensures that upon a first connect by a new person, a corresponding Worker is created to keep records for that worker (_register_worker). Later it is used during _register_agent to ensure that the Agent class used is associated with the correct CrowdProvider and has its relevant abstractions.
    • +
+ +

From this point, all interactions are handled from the perspective of pure Mephisto Agents, and the remaining responsibilities of the WorkerPool are to ensure that, from the perspective of a Blueprint's TaskRunner, the Agents local python state is entirely representative of the actual state of the human worker in the task.

+ +

registry

+ +

The registry.py file contains functions required for establishing a registry of abstraction modules for Mephisto to refer to. This allows Mephisto to properly re-initialize classes and get information for data stored in the MephistoDB without needing to store pickled modules, or information beyond the registration key.

+ +

The file exposes the register_mephisto_abstraction class decorator, which ensures that on import a specific module will be added to the given registry. The fill_registries function automatically populates the registry dicts with all of the relevant modules in Mephisto, though this should likely be expanded to allow users or repositories to mark or register their own Mephisto implementations.

+ +

Mephisto classes can then use the get_<abstraction>_from_type methods from the file to retrieve the specific modules to be initialized for the given abstraction type string.

+ +

TaskLauncher

+ +

The TaskLauncher class is a fairly lightweight class responsible for handling the process of launching units. A TaskLauncher is created for a specific TaskRun, and provided with assignment_data for that full task run. It creates Assignments and Units for the TaskRun, and packages the expected data into the Assignment. When a task is ready to go live, one calls launch_units(url) with the url that the task should be pointed to. If units need to be expired (such as during a shutdown), expire_units handles this for all units created for the given TaskRun.

+ +

TaskLaunchers will parse the TaskRun's TaskRunArgs to know what parameters to set. This info should be used to initialize the assignments and the units as specified. The TaskLauncher can also be used to limit the number of currently available tasks using the max_num_concurrent_units argument, which prevents too many tasks from running at the same time, potentially overrunning the TaskRunner that the Blueprint has provided.

+ +

config_handler.py

+ +

The methods in this module standardize how Mephisto interacts with the user configurations options for the whole system. These are stored in "~/.mephisto/config.yml" at the moment. The structure of the config file is such that it subdivides values to store into sections containing keys. Those keys can contain any value, but writing and reading data is done by referring to the section and the key for the data being written or read.

+ +

The following methods are defined:

+ +
    +
  • get_config: loads all of the contents of the mephisto config file.
    • +
  • write_config: Writes an entirely new config to file
    • +
  • init_config: Tries to create an initial configuration file if none exists
    • +
  • add_config_arg: Sets the value for just one configuration arg in the whole set.
    • +
  • get_config_arg: Returns a specific argument value from a section of the config.
    • +
+ +

hydra_config.py

+ +

The hydra config module contains a number of classes and methods to make interfacing with hydra a little more convenient for Mephisto and its users. It defines common structured config types, currently the MephistoConfig and the TaskConfig, for use in user code. It also defines methods for handling registering those structured configs under the expected names, which the registry relies on. Lastly, it provides the register_script_config method, which lets a user define a structured config for use in their scripts without needing to initialize a hydra ConfigStore.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/client_io_handler.html b/docs/web/static/python_api/mephisto/operations/client_io_handler.html new file mode 100644 index 000000000..d7a227c32 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/client_io_handler.html @@ -0,0 +1,1543 @@ + + + + + + + + + mephisto.operations.client_io_handler API documentation + + + + + + + + + +
+
+

+mephisto.operations.client_io_handler

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import weakref
+import time
+import asyncio
+from queue import Queue
+from prometheus_client import Histogram  # type: ignore
+
+from mephisto.data_model.packet import (
+    Packet,
+    PACKET_TYPE_ALIVE,
+    PACKET_TYPE_SUBMIT_ONBOARDING,
+    PACKET_TYPE_SUBMIT_UNIT,
+    PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE,
+    PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+    PACKET_TYPE_REGISTER_AGENT,
+    PACKET_TYPE_AGENT_DETAILS,
+    PACKET_TYPE_UPDATE_STATUS,
+    PACKET_TYPE_REQUEST_STATUSES,
+    PACKET_TYPE_RETURN_STATUSES,
+    PACKET_TYPE_ERROR,
+)
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model.agent import Agent, OnboardingAgent
+from mephisto.operations.datatypes import LiveTaskRun
+from mephisto.abstractions._subcomponents.channel import Channel, STATUS_CHECK_TIME
+from typing import Dict, Tuple, Union, Optional, List, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+
+from mephisto.utils.logger_core import get_logger, format_loud
+
+logger = get_logger(name=__name__)
+
+SYSTEM_CHANNEL_ID = "mephisto"
+START_DEATH_TIME = 10
+
+# Initialize monitoring metrics
+PACKET_PROCESSING_LATENCY = Histogram(
+    "client_io_handler_latency_seconds",
+    "Time spent processing a packet on the IO handler",
+    ["packet_type"],
+)
+E2E_PACKET_LATENCY = Histogram(
+    "e2e_packet_latency",
+    "Time spent processing packets across request lifecycle",
+    ["packet_type", "stage"],
+)
+for packet_type in [
+    PACKET_TYPE_SUBMIT_ONBOARDING,
+    PACKET_TYPE_SUBMIT_UNIT,
+    PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE,
+    PACKET_TYPE_REGISTER_AGENT,
+    PACKET_TYPE_RETURN_STATUSES,
+    PACKET_TYPE_ERROR,
+]:
+    PACKET_PROCESSING_LATENCY.labels(packet_type=packet_type)
+    for stage in [
+        "client_to_router",
+        "router_processing",
+        "router_to_server",
+        "server_processing",
+        "e2e_time",
+    ]:
+        E2E_PACKET_LATENCY.labels(packet_type=packet_type, stage=stage)
+
+
+class ClientIOHandler:
+    """
+    This class is responsible for managing all of the incoming and outgoing messages
+    between the Mephisto backend, the router, and clients. It is tightly coupled with
+    the Architect abstraction, and uses components of that API to send and receive
+    messages, but operates on the level of message parsing and distribution logic.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked IO state
+        self.channels: Dict[str, Channel] = {}
+        # Map from onboarding id to agent request packet
+        self.onboarding_packets: Dict[str, Tuple[Dict[str, Any], str]] = {}
+        # Dict from registration id to agent id
+        self.agents_by_registration_id: Dict[str, str] = {}
+        # Agent status handling
+        self._status_task: Optional[asyncio.Task] = None
+        # Message handling
+        self.message_queue: "Queue[Packet]" = Queue()
+        self.agent_id_to_channel_id: Dict[str, str] = {}
+        # Map from a request id to the channel that issued it
+        self.request_id_to_channel_id: Dict[str, str] = {}
+        self.request_id_to_packet: Dict[str, Packet] = {}  # For metrics purposes
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+    def log_metrics_for_packet(self, packet: "Packet") -> None:
+        """
+        Log the full metrics for the provided packet, using now as the expected response time
+        """
+        client_timestamp = packet.client_timestamp
+        router_incoming_timestamp = packet.router_incoming_timestamp
+        router_outgoing_timestamp = packet.router_outgoing_timestamp
+        server_timestamp = packet.server_timestamp
+        response_timestamp = time.time()
+        if router_outgoing_timestamp is None:
+            print(packet, "no outgoing timestamp")
+            router_outgoing_timestamp = server_timestamp
+        if router_incoming_timestamp is None:
+            print(packet, "no incoming timestamp")
+            router_incoming_timestamp = router_outgoing_timestamp
+        if client_timestamp is None:
+            print(packet, "no client timestamp")
+            client_timestamp = router_incoming_timestamp
+        client_to_router = max(0, router_incoming_timestamp - client_timestamp)
+        router_processing = max(
+            0, router_outgoing_timestamp - router_incoming_timestamp
+        )
+        router_to_server = max(0, server_timestamp - router_outgoing_timestamp)
+        server_processing = max(0, response_timestamp - server_timestamp)
+        e2e_time = max(0, response_timestamp - client_timestamp)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="client_to_router"
+        ).observe(client_to_router)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_processing"
+        ).observe(router_processing)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_to_server"
+        ).observe(router_to_server)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="server_processing"
+        ).observe(server_processing)
+        E2E_PACKET_LATENCY.labels(packet_type=packet.type, stage="e2e_time").observe(
+            e2e_time
+        )
+
+    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this io handler"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to an io handler at a time"
+        self._live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this handler, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+    def _on_channel_open(self, channel_id: str) -> None:
+        """Handler for what to do when a socket opens, we send an alive"""
+        self._send_alive(channel_id)
+
+    def _on_catastrophic_disconnect(self, channel_id: str) -> None:
+        """On a catastrophic (unable to reconnect) disconnect event, cleanup this task"""
+        logger.error(f"Channel {channel_id} called on_catastrophic_disconnect")
+
+        live_run = self.get_live_run()
+        live_run.force_shutdown = True
+
+    async def __on_channel_message_internal(
+        self, channel_id: str, packet: Packet
+    ) -> None:
+        """Incoming message handler defers to the internal handler"""
+        try:
+            self._on_message(packet, channel_id)
+        except Exception as e:
+            logger.exception(
+                f"Channel {channel_id} encountered error on packet {packet}",
+                exc_info=True,
+            )
+            raise
+
+    def _on_channel_message(self, channel_id: str, packet: Packet) -> None:
+        """Channel handler wrapper that passes handling to the local loop"""
+        self.get_live_run().loop_wrap.execute_coro(
+            self.__on_channel_message_internal(channel_id, packet)
+        )
+
+    def _register_channel(self, channel: Channel) -> str:
+        """Register this channel"""
+        channel_id = channel.channel_id
+
+        self.channels[channel_id] = channel
+
+        channel.open()
+        self._send_alive(channel_id)
+        start_time = time.time()
+        while not channel.is_alive():
+            if time.time() - start_time > START_DEATH_TIME:
+                # TODO(OWN) Ask channel why it might have failed to connect?
+                self.channels[channel_id].close()
+                raise ConnectionRefusedError(  # noqa F821 we only support py3
+                    "Was not able to establish a connection with the server, "
+                    "please try to run again. If that fails,"
+                    "please launch with mephisto.log_level=debug and watch for "
+                    "clear errors. If this doesn't help, feel free to open an issue "
+                    "with your debug logs on the Mephisto github."
+                )
+            try:
+                self._send_alive(channel_id)
+            except Exception:
+                pass
+            time.sleep(0.3)
+        return channel_id
+
+    def launch_channels(self) -> None:
+        """Launch and register all of the channels for this live run to this IO handler"""
+        live_run = self.get_live_run()
+
+        channels = live_run.architect.get_channels(
+            self._on_channel_open,
+            self._on_catastrophic_disconnect,
+            self._on_channel_message,
+        )
+        for channel in channels:
+            self._register_channel(channel)
+
+        async def launch_status_task():
+            self._status_task = asyncio.create_task(self._ping_statuses_while_alive())
+
+        live_run.loop_wrap.execute_coro(launch_status_task())
+
+    def associate_agent_with_registration(
+        self, agent_id: str, request_id: str, registration_id: str
+    ) -> None:
+        """
+        Given an agent id and request id, registers the agent id to the channel
+        that the request was made from
+        """
+        channel_id = self.request_id_to_channel_id[request_id]
+        self.agent_id_to_channel_id[agent_id] = channel_id
+        self.agents_by_registration_id[registration_id] = agent_id
+
+    def _send_alive(self, channel_id: str) -> bool:
+        logger.info("Sending alive")
+        return self.channels[channel_id].enqueue_send(
+            Packet(
+                packet_type=PACKET_TYPE_ALIVE,
+                subject_id=SYSTEM_CHANNEL_ID,
+            )
+        )
+
+    def _log_frontend_error(self, packet: Packet):
+        """Log to the local logger an error that occurred on the frontend"""
+        error = packet.data
+        if "error_type" in error and error["error_type"] == "version-mismatch":
+            logger.warning(f"{format_loud('[Version Mismatch!!]')}: {error['text']}")
+        else:
+            logger.warning(f"[FRONT_END_ERROR]: {error}")
+
+    def _on_live_update(self, packet: Packet, _channel_id: str):
+        """Handle an action as sent from an agent, enqueuing to the agent"""
+        live_run = self.get_live_run()
+        agent = live_run.worker_pool.get_agent_for_id(packet.subject_id)
+        assert agent is not None, "Could not find given agent!"
+
+        agent.pending_actions.put(packet.data)
+        agent.has_live_update.set()
+
+    def _on_submit_unit(self, packet: Packet, _channel_id: str):
+        """Handle an action as sent from an agent, enqueuing to the agent"""
+        live_run = self.get_live_run()
+        agent = live_run.worker_pool.get_agent_for_id(packet.subject_id)
+        assert agent is not None, "Could not find given agent!"
+
+        # If the packet is_submit, and has files, we need to
+        # process downloading those files first
+        data_files = packet.data.get("files")
+        if data_files is not None:
+            save_dir = agent.get_data_dir()
+            architect = live_run.architect
+            for f_obj in data_files:
+                # TODO(#649) this is incredibly blocking!
+                architect.download_file(f_obj["filename"], save_dir)
+
+        agent.handle_submit(packet.data)
+
+    def _on_submit_onboarding(self, packet: Packet, channel_id: str) -> None:
+        """Handle the submission of onboarding data"""
+        assert (
+            "onboarding_data" in packet.data
+        ), f"Onboarding packet {packet} submitted without data"
+        live_run = self.get_live_run()
+        onboarding_id = packet.subject_id
+        if onboarding_id not in live_run.worker_pool.onboarding_agents:
+            logger.warning(
+                f"Onboarding agent {onboarding_id} already submitted or disconnected, "
+                f"but is calling _on_submit_onboarding again"
+            )
+            return
+        agent = live_run.worker_pool.get_agent_for_id(onboarding_id)
+        assert agent is not None, f"Could not find given agent by id {onboarding_id}"
+        request_id = packet.data["request_id"]
+        self.request_id_to_channel_id[request_id] = channel_id
+        self.request_id_to_packet[request_id] = packet
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        logger.debug(f"{agent} has submitted onboarding: {packet}")
+        # Update the request id for the original packet (which has the required
+        # registration data) to be the new submission packet (so that we answer
+        # back properly under the new request)
+        live_run.worker_pool.onboarding_infos[onboarding_id].request_id = request_id
+
+        agent.handle_submit(packet.data["onboarding_data"])
+
+    def _register_agent(self, packet: Packet, channel_id: str) -> None:
+        """Read and forward a worker registration packet"""
+        live_run = self.get_live_run()
+        request_id = packet.data["request_id"]
+
+        self.request_id_to_channel_id[request_id] = channel_id
+        self.request_id_to_packet[request_id] = packet
+        crowd_data = packet.data["provider_data"]
+
+        # Check for reconnecting agent
+        agent_registration_id = crowd_data["agent_registration_id"]
+        if agent_registration_id in self.agents_by_registration_id:
+            agent_id = self.agents_by_registration_id[agent_registration_id]
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.reconnect_agent(agent_id, request_id)
+            )
+            self.agent_id_to_channel_id[agent_id] = channel_id
+            logger.debug(
+                f"Found existing agent_registration_id {agent_registration_id}, "
+                f"reconnecting to {agent_id}."
+            )
+            return
+
+        # Handle regular agent
+        live_run.loop_wrap.execute_coro(
+            live_run.worker_pool.register_worker(crowd_data, request_id)
+        )
+
+    def enqueue_agent_details(self, request_id: str, additional_data: Dict[str, Any]):
+        """
+        Synchronous method to enqueue a message sending the given agent details
+        """
+        base_data = {"request_id": request_id}
+        for key, val in additional_data.items():
+            base_data[key] = val
+        self.message_queue.put(
+            Packet(
+                packet_type=PACKET_TYPE_AGENT_DETAILS,
+                subject_id=self.request_id_to_channel_id[request_id],
+                data=base_data,
+            )
+        )
+        self.process_outgoing_queue(self.message_queue)
+        self.log_metrics_for_packet(self.request_id_to_packet[request_id])
+        del self.request_id_to_channel_id[request_id]
+        del self.request_id_to_packet[request_id]
+
+    def _on_message(self, packet: Packet, channel_id: str):
+        """Handle incoming messages from the channel"""
+        live_run = self.get_live_run()
+        # TODO(#102) this method currently assumes that the packet's subject_id will
+        # always be a valid agent in our list of agent_infos. This isn't always the case
+        # when relaunching with the same URLs.
+        with PACKET_PROCESSING_LATENCY.labels(packet_type=packet.type).time():
+            if packet.type == PACKET_TYPE_SUBMIT_ONBOARDING:
+                self._on_submit_onboarding(packet, channel_id)
+            elif packet.type == PACKET_TYPE_SUBMIT_UNIT:
+                self._on_submit_unit(packet, channel_id)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+                self._on_live_update(packet, channel_id)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_REGISTER_AGENT:
+                self._register_agent(packet, channel_id)
+            elif packet.type == PACKET_TYPE_RETURN_STATUSES:
+                # Record this status response
+                live_run.worker_pool.handle_updated_agent_status(packet.data)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_ERROR:
+                self._log_frontend_error(packet)
+                self.log_metrics_for_packet(packet)
+            else:
+                # PACKET_TYPE_REQUEST_STATUSES, PACKET_TYPE_ALIVE,
+                # PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE, PACKET_TYPE_AGENT_DETAILS
+                raise Exception(f"Unexpected packet type {packet.type}")
+
+    def _request_status_update(self) -> None:
+        """
+        Check last round of statuses, then request
+        an update from the server on all agent's current status
+        """
+        for channel_id, channel in self.channels.items():
+            send_packet = Packet(
+                packet_type=PACKET_TYPE_REQUEST_STATUSES,
+                subject_id=SYSTEM_CHANNEL_ID,
+                data={},
+            )
+            channel.enqueue_send(send_packet)
+
+    async def _ping_statuses_while_alive(self) -> None:
+        while not self.is_shutdown and len(self.channels) > 0:
+            self._request_status_update()
+            await asyncio.sleep(STATUS_CHECK_TIME)
+
+    def send_live_update(self, agent_id: str, data: Dict[str, Any]):
+        """Send a live data packet to the given agent id"""
+        data_packet = Packet(
+            packet_type=PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE,
+            subject_id=agent_id,
+            data=data,
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(data_packet)
+
+    def send_status_update(self, agent_id: str, status: str):
+        """Update the status for the given agent"""
+        status_packet = Packet(
+            packet_type=PACKET_TYPE_UPDATE_STATUS,
+            subject_id=agent_id,
+            data={
+                "status": status,
+            },
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(status_packet)
+
+    def process_outgoing_queue(self, message_queue: "Queue[Packet]") -> None:
+        """Sends messages from the given list until it is empty"""
+        while not message_queue.empty() > 0:
+            curr_obs = message_queue.get()
+            try:
+                channel = self._get_channel_for_agent(curr_obs.subject_id)
+            except Exception:
+                channel = self.channels[curr_obs.subject_id]
+            channel.enqueue_send(curr_obs)
+
+    def shutdown(self) -> None:
+        """Close any channels related to a LiveTaskRun, clean up any resources"""
+        while not self.message_queue.empty():
+            self.message_queue.get()
+        run_channels = list(self.channels.keys())
+        logger.debug(f"Closing channels {run_channels}")
+        for channel_id in run_channels:
+            self.channels[channel_id].close()
+            del self.channels[channel_id]
+        self.is_shutdown = True
+
+        logger.debug(f"Cancelling status ping task")
+        try:
+            if self._status_task is not None and not self._status_task.cancelled():
+                self._status_task.cancel()
+
+                async def await_status_task():
+                    await self._status_task
+                    self._live_run = None
+
+                self.get_live_run().loop_wrap.execute_coro(await_status_task())
+        except asyncio.CancelledError:
+            pass
+
+    def _get_channel_for_agent(self, agent_id: str) -> Channel:
+        """Return the sending channel for a given agent"""
+        channel_id = self.agent_id_to_channel_id.get(agent_id, None)
+        if channel_id is None:
+            raise Exception(f"No channel found for the given agent id {agent_id}!")
+        return self.channels[channel_id]
+
+ +
+ +
+
+
+ #   + + + class + ClientIOHandler: +
+ +
+ View Source + 
class ClientIOHandler:
+    """
+    This class is responsible for managing all of the incoming and outgoing messages
+    between the Mephisto backend, the router, and clients. It is tightly coupled with
+    the Architect abstraction, and uses components of that API to send and receive
+    messages, but operates on the level of message parsing and distribution logic.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked IO state
+        self.channels: Dict[str, Channel] = {}
+        # Map from onboarding id to agent request packet
+        self.onboarding_packets: Dict[str, Tuple[Dict[str, Any], str]] = {}
+        # Dict from registration id to agent id
+        self.agents_by_registration_id: Dict[str, str] = {}
+        # Agent status handling
+        self._status_task: Optional[asyncio.Task] = None
+        # Message handling
+        self.message_queue: "Queue[Packet]" = Queue()
+        self.agent_id_to_channel_id: Dict[str, str] = {}
+        # Map from a request id to the channel that issued it
+        self.request_id_to_channel_id: Dict[str, str] = {}
+        self.request_id_to_packet: Dict[str, Packet] = {}  # For metrics purposes
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+    def log_metrics_for_packet(self, packet: "Packet") -> None:
+        """
+        Log the full metrics for the provided packet, using now as the expected response time
+        """
+        client_timestamp = packet.client_timestamp
+        router_incoming_timestamp = packet.router_incoming_timestamp
+        router_outgoing_timestamp = packet.router_outgoing_timestamp
+        server_timestamp = packet.server_timestamp
+        response_timestamp = time.time()
+        if router_outgoing_timestamp is None:
+            print(packet, "no outgoing timestamp")
+            router_outgoing_timestamp = server_timestamp
+        if router_incoming_timestamp is None:
+            print(packet, "no incoming timestamp")
+            router_incoming_timestamp = router_outgoing_timestamp
+        if client_timestamp is None:
+            print(packet, "no client timestamp")
+            client_timestamp = router_incoming_timestamp
+        client_to_router = max(0, router_incoming_timestamp - client_timestamp)
+        router_processing = max(
+            0, router_outgoing_timestamp - router_incoming_timestamp
+        )
+        router_to_server = max(0, server_timestamp - router_outgoing_timestamp)
+        server_processing = max(0, response_timestamp - server_timestamp)
+        e2e_time = max(0, response_timestamp - client_timestamp)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="client_to_router"
+        ).observe(client_to_router)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_processing"
+        ).observe(router_processing)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_to_server"
+        ).observe(router_to_server)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="server_processing"
+        ).observe(server_processing)
+        E2E_PACKET_LATENCY.labels(packet_type=packet.type, stage="e2e_time").observe(
+            e2e_time
+        )
+
+    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this io handler"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to an io handler at a time"
+        self._live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this handler, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+    def _on_channel_open(self, channel_id: str) -> None:
+        """Handler for what to do when a socket opens, we send an alive"""
+        self._send_alive(channel_id)
+
+    def _on_catastrophic_disconnect(self, channel_id: str) -> None:
+        """On a catastrophic (unable to reconnect) disconnect event, cleanup this task"""
+        logger.error(f"Channel {channel_id} called on_catastrophic_disconnect")
+
+        live_run = self.get_live_run()
+        live_run.force_shutdown = True
+
+    async def __on_channel_message_internal(
+        self, channel_id: str, packet: Packet
+    ) -> None:
+        """Incoming message handler defers to the internal handler"""
+        try:
+            self._on_message(packet, channel_id)
+        except Exception as e:
+            logger.exception(
+                f"Channel {channel_id} encountered error on packet {packet}",
+                exc_info=True,
+            )
+            raise
+
+    def _on_channel_message(self, channel_id: str, packet: Packet) -> None:
+        """Channel handler wrapper that passes handling to the local loop"""
+        self.get_live_run().loop_wrap.execute_coro(
+            self.__on_channel_message_internal(channel_id, packet)
+        )
+
+    def _register_channel(self, channel: Channel) -> str:
+        """Register this channel"""
+        channel_id = channel.channel_id
+
+        self.channels[channel_id] = channel
+
+        channel.open()
+        self._send_alive(channel_id)
+        start_time = time.time()
+        while not channel.is_alive():
+            if time.time() - start_time > START_DEATH_TIME:
+                # TODO(OWN) Ask channel why it might have failed to connect?
+                self.channels[channel_id].close()
+                raise ConnectionRefusedError(  # noqa F821 we only support py3
+                    "Was not able to establish a connection with the server, "
+                    "please try to run again. If that fails,"
+                    "please launch with mephisto.log_level=debug and watch for "
+                    "clear errors. If this doesn't help, feel free to open an issue "
+                    "with your debug logs on the Mephisto github."
+                )
+            try:
+                self._send_alive(channel_id)
+            except Exception:
+                pass
+            time.sleep(0.3)
+        return channel_id
+
+    def launch_channels(self) -> None:
+        """Launch and register all of the channels for this live run to this IO handler"""
+        live_run = self.get_live_run()
+
+        channels = live_run.architect.get_channels(
+            self._on_channel_open,
+            self._on_catastrophic_disconnect,
+            self._on_channel_message,
+        )
+        for channel in channels:
+            self._register_channel(channel)
+
+        async def launch_status_task():
+            self._status_task = asyncio.create_task(self._ping_statuses_while_alive())
+
+        live_run.loop_wrap.execute_coro(launch_status_task())
+
+    def associate_agent_with_registration(
+        self, agent_id: str, request_id: str, registration_id: str
+    ) -> None:
+        """
+        Given an agent id and request id, registers the agent id to the channel
+        that the request was made from
+        """
+        channel_id = self.request_id_to_channel_id[request_id]
+        self.agent_id_to_channel_id[agent_id] = channel_id
+        self.agents_by_registration_id[registration_id] = agent_id
+
+    def _send_alive(self, channel_id: str) -> bool:
+        logger.info("Sending alive")
+        return self.channels[channel_id].enqueue_send(
+            Packet(
+                packet_type=PACKET_TYPE_ALIVE,
+                subject_id=SYSTEM_CHANNEL_ID,
+            )
+        )
+
+    def _log_frontend_error(self, packet: Packet):
+        """Log to the local logger an error that occurred on the frontend"""
+        error = packet.data
+        if "error_type" in error and error["error_type"] == "version-mismatch":
+            logger.warning(f"{format_loud('[Version Mismatch!!]')}: {error['text']}")
+        else:
+            logger.warning(f"[FRONT_END_ERROR]: {error}")
+
+    def _on_live_update(self, packet: Packet, _channel_id: str):
+        """Handle an action as sent from an agent, enqueuing to the agent"""
+        live_run = self.get_live_run()
+        agent = live_run.worker_pool.get_agent_for_id(packet.subject_id)
+        assert agent is not None, "Could not find given agent!"
+
+        agent.pending_actions.put(packet.data)
+        agent.has_live_update.set()
+
+    def _on_submit_unit(self, packet: Packet, _channel_id: str):
+        """Handle an action as sent from an agent, enqueuing to the agent"""
+        live_run = self.get_live_run()
+        agent = live_run.worker_pool.get_agent_for_id(packet.subject_id)
+        assert agent is not None, "Could not find given agent!"
+
+        # If the packet is_submit, and has files, we need to
+        # process downloading those files first
+        data_files = packet.data.get("files")
+        if data_files is not None:
+            save_dir = agent.get_data_dir()
+            architect = live_run.architect
+            for f_obj in data_files:
+                # TODO(#649) this is incredibly blocking!
+                architect.download_file(f_obj["filename"], save_dir)
+
+        agent.handle_submit(packet.data)
+
+    def _on_submit_onboarding(self, packet: Packet, channel_id: str) -> None:
+        """Handle the submission of onboarding data"""
+        assert (
+            "onboarding_data" in packet.data
+        ), f"Onboarding packet {packet} submitted without data"
+        live_run = self.get_live_run()
+        onboarding_id = packet.subject_id
+        if onboarding_id not in live_run.worker_pool.onboarding_agents:
+            logger.warning(
+                f"Onboarding agent {onboarding_id} already submitted or disconnected, "
+                f"but is calling _on_submit_onboarding again"
+            )
+            return
+        agent = live_run.worker_pool.get_agent_for_id(onboarding_id)
+        assert agent is not None, f"Could not find given agent by id {onboarding_id}"
+        request_id = packet.data["request_id"]
+        self.request_id_to_channel_id[request_id] = channel_id
+        self.request_id_to_packet[request_id] = packet
+        agent.update_status(AgentState.STATUS_WAITING)
+
+        logger.debug(f"{agent} has submitted onboarding: {packet}")
+        # Update the request id for the original packet (which has the required
+        # registration data) to be the new submission packet (so that we answer
+        # back properly under the new request)
+        live_run.worker_pool.onboarding_infos[onboarding_id].request_id = request_id
+
+        agent.handle_submit(packet.data["onboarding_data"])
+
+    def _register_agent(self, packet: Packet, channel_id: str) -> None:
+        """Read and forward a worker registration packet"""
+        live_run = self.get_live_run()
+        request_id = packet.data["request_id"]
+
+        self.request_id_to_channel_id[request_id] = channel_id
+        self.request_id_to_packet[request_id] = packet
+        crowd_data = packet.data["provider_data"]
+
+        # Check for reconnecting agent
+        agent_registration_id = crowd_data["agent_registration_id"]
+        if agent_registration_id in self.agents_by_registration_id:
+            agent_id = self.agents_by_registration_id[agent_registration_id]
+            live_run.loop_wrap.execute_coro(
+                live_run.worker_pool.reconnect_agent(agent_id, request_id)
+            )
+            self.agent_id_to_channel_id[agent_id] = channel_id
+            logger.debug(
+                f"Found existing agent_registration_id {agent_registration_id}, "
+                f"reconnecting to {agent_id}."
+            )
+            return
+
+        # Handle regular agent
+        live_run.loop_wrap.execute_coro(
+            live_run.worker_pool.register_worker(crowd_data, request_id)
+        )
+
+    def enqueue_agent_details(self, request_id: str, additional_data: Dict[str, Any]):
+        """
+        Synchronous method to enqueue a message sending the given agent details
+        """
+        base_data = {"request_id": request_id}
+        for key, val in additional_data.items():
+            base_data[key] = val
+        self.message_queue.put(
+            Packet(
+                packet_type=PACKET_TYPE_AGENT_DETAILS,
+                subject_id=self.request_id_to_channel_id[request_id],
+                data=base_data,
+            )
+        )
+        self.process_outgoing_queue(self.message_queue)
+        self.log_metrics_for_packet(self.request_id_to_packet[request_id])
+        del self.request_id_to_channel_id[request_id]
+        del self.request_id_to_packet[request_id]
+
+    def _on_message(self, packet: Packet, channel_id: str):
+        """Handle incoming messages from the channel"""
+        live_run = self.get_live_run()
+        # TODO(#102) this method currently assumes that the packet's subject_id will
+        # always be a valid agent in our list of agent_infos. This isn't always the case
+        # when relaunching with the same URLs.
+        with PACKET_PROCESSING_LATENCY.labels(packet_type=packet.type).time():
+            if packet.type == PACKET_TYPE_SUBMIT_ONBOARDING:
+                self._on_submit_onboarding(packet, channel_id)
+            elif packet.type == PACKET_TYPE_SUBMIT_UNIT:
+                self._on_submit_unit(packet, channel_id)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_MEPHISTO_BOUND_LIVE_UPDATE:
+                self._on_live_update(packet, channel_id)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_REGISTER_AGENT:
+                self._register_agent(packet, channel_id)
+            elif packet.type == PACKET_TYPE_RETURN_STATUSES:
+                # Record this status response
+                live_run.worker_pool.handle_updated_agent_status(packet.data)
+                self.log_metrics_for_packet(packet)
+            elif packet.type == PACKET_TYPE_ERROR:
+                self._log_frontend_error(packet)
+                self.log_metrics_for_packet(packet)
+            else:
+                # PACKET_TYPE_REQUEST_STATUSES, PACKET_TYPE_ALIVE,
+                # PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE, PACKET_TYPE_AGENT_DETAILS
+                raise Exception(f"Unexpected packet type {packet.type}")
+
+    def _request_status_update(self) -> None:
+        """
+        Check last round of statuses, then request
+        an update from the server on all agent's current status
+        """
+        for channel_id, channel in self.channels.items():
+            send_packet = Packet(
+                packet_type=PACKET_TYPE_REQUEST_STATUSES,
+                subject_id=SYSTEM_CHANNEL_ID,
+                data={},
+            )
+            channel.enqueue_send(send_packet)
+
+    async def _ping_statuses_while_alive(self) -> None:
+        while not self.is_shutdown and len(self.channels) > 0:
+            self._request_status_update()
+            await asyncio.sleep(STATUS_CHECK_TIME)
+
+    def send_live_update(self, agent_id: str, data: Dict[str, Any]):
+        """Send a live data packet to the given agent id"""
+        data_packet = Packet(
+            packet_type=PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE,
+            subject_id=agent_id,
+            data=data,
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(data_packet)
+
+    def send_status_update(self, agent_id: str, status: str):
+        """Update the status for the given agent"""
+        status_packet = Packet(
+            packet_type=PACKET_TYPE_UPDATE_STATUS,
+            subject_id=agent_id,
+            data={
+                "status": status,
+            },
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(status_packet)
+
+    def process_outgoing_queue(self, message_queue: "Queue[Packet]") -> None:
+        """Sends messages from the given list until it is empty"""
+        while not message_queue.empty() > 0:
+            curr_obs = message_queue.get()
+            try:
+                channel = self._get_channel_for_agent(curr_obs.subject_id)
+            except Exception:
+                channel = self.channels[curr_obs.subject_id]
+            channel.enqueue_send(curr_obs)
+
+    def shutdown(self) -> None:
+        """Close any channels related to a LiveTaskRun, clean up any resources"""
+        while not self.message_queue.empty():
+            self.message_queue.get()
+        run_channels = list(self.channels.keys())
+        logger.debug(f"Closing channels {run_channels}")
+        for channel_id in run_channels:
+            self.channels[channel_id].close()
+            del self.channels[channel_id]
+        self.is_shutdown = True
+
+        logger.debug(f"Cancelling status ping task")
+        try:
+            if self._status_task is not None and not self._status_task.cancelled():
+                self._status_task.cancel()
+
+                async def await_status_task():
+                    await self._status_task
+                    self._live_run = None
+
+                self.get_live_run().loop_wrap.execute_coro(await_status_task())
+        except asyncio.CancelledError:
+            pass
+
+    def _get_channel_for_agent(self, agent_id: str) -> Channel:
+        """Return the sending channel for a given agent"""
+        channel_id = self.agent_id_to_channel_id.get(agent_id, None)
+        if channel_id is None:
+            raise Exception(f"No channel found for the given agent id {agent_id}!")
+        return self.channels[channel_id]
+
+ +
+ +

This class is responsible for managing all of the incoming and outgoing messages +between the Mephisto backend, the router, and clients. It is tightly coupled with +the Architect abstraction, and uses components of that API to send and receive +messages, but operates on the level of message parsing and distribution logic.

+
+ + +
+
#   + + + ClientIOHandler(db: mephisto.abstractions.database.MephistoDB) +
+ +
+ View Source + 
    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked IO state
+        self.channels: Dict[str, Channel] = {}
+        # Map from onboarding id to agent request packet
+        self.onboarding_packets: Dict[str, Tuple[Dict[str, Any], str]] = {}
+        # Dict from registration id to agent id
+        self.agents_by_registration_id: Dict[str, str] = {}
+        # Agent status handling
+        self._status_task: Optional[asyncio.Task] = None
+        # Message handling
+        self.message_queue: "Queue[Packet]" = Queue()
+        self.agent_id_to_channel_id: Dict[str, str] = {}
+        # Map from a request id to the channel that issued it
+        self.request_id_to_channel_id: Dict[str, str] = {}
+        self.request_id_to_packet: Dict[str, Packet] = {}  # For metrics purposes
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+ +
+ + + +
+
+
#   + + + def + log_metrics_for_packet(self, packet: mephisto.data_model.packet.Packet) -> None: +
+ +
+ View Source + 
    def log_metrics_for_packet(self, packet: "Packet") -> None:
+        """
+        Log the full metrics for the provided packet, using now as the expected response time
+        """
+        client_timestamp = packet.client_timestamp
+        router_incoming_timestamp = packet.router_incoming_timestamp
+        router_outgoing_timestamp = packet.router_outgoing_timestamp
+        server_timestamp = packet.server_timestamp
+        response_timestamp = time.time()
+        if router_outgoing_timestamp is None:
+            print(packet, "no outgoing timestamp")
+            router_outgoing_timestamp = server_timestamp
+        if router_incoming_timestamp is None:
+            print(packet, "no incoming timestamp")
+            router_incoming_timestamp = router_outgoing_timestamp
+        if client_timestamp is None:
+            print(packet, "no client timestamp")
+            client_timestamp = router_incoming_timestamp
+        client_to_router = max(0, router_incoming_timestamp - client_timestamp)
+        router_processing = max(
+            0, router_outgoing_timestamp - router_incoming_timestamp
+        )
+        router_to_server = max(0, server_timestamp - router_outgoing_timestamp)
+        server_processing = max(0, response_timestamp - server_timestamp)
+        e2e_time = max(0, response_timestamp - client_timestamp)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="client_to_router"
+        ).observe(client_to_router)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_processing"
+        ).observe(router_processing)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="router_to_server"
+        ).observe(router_to_server)
+        E2E_PACKET_LATENCY.labels(
+            packet_type=packet.type, stage="server_processing"
+        ).observe(server_processing)
+        E2E_PACKET_LATENCY.labels(packet_type=packet.type, stage="e2e_time").observe(
+            e2e_time
+        )
+
+ +
+ +

Log the full metrics for the provided packet, using now as the expected response time

+
+ + +
+
+
#   + + + def + register_run(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None: +
+ +
+ View Source + 
    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this io handler"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to an io handler at a time"
+        self._live_run = live_run
+
+ +
+ +

Register a live run for this io handler

+
+ + +
+
+
#   + + + def + get_live_run(self) -> mephisto.operations.datatypes.LiveTaskRun: +
+ +
+ View Source + 
    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this handler, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+ +
+ +

Get the associated live run for this handler, asserting it's set

+
+ + +
+
+
#   + + + def + launch_channels(self) -> None: +
+ +
+ View Source + 
    def launch_channels(self) -> None:
+        """Launch and register all of the channels for this live run to this IO handler"""
+        live_run = self.get_live_run()
+
+        channels = live_run.architect.get_channels(
+            self._on_channel_open,
+            self._on_catastrophic_disconnect,
+            self._on_channel_message,
+        )
+        for channel in channels:
+            self._register_channel(channel)
+
+        async def launch_status_task():
+            self._status_task = asyncio.create_task(self._ping_statuses_while_alive())
+
+        live_run.loop_wrap.execute_coro(launch_status_task())
+
+ +
+ +

Launch and register all of the channels for this live run to this IO handler

+
+ + +
+
+
#   + + + def + associate_agent_with_registration(self, agent_id: str, request_id: str, registration_id: str) -> None: +
+ +
+ View Source + 
    def associate_agent_with_registration(
+        self, agent_id: str, request_id: str, registration_id: str
+    ) -> None:
+        """
+        Given an agent id and request id, registers the agent id to the channel
+        that the request was made from
+        """
+        channel_id = self.request_id_to_channel_id[request_id]
+        self.agent_id_to_channel_id[agent_id] = channel_id
+        self.agents_by_registration_id[registration_id] = agent_id
+
+ +
+ +

Given an agent id and request id, registers the agent id to the channel +that the request was made from

+
+ + +
+
+
#   + + + def + enqueue_agent_details(self, request_id: str, additional_data: Dict[str, Any]): +
+ +
+ View Source + 
    def enqueue_agent_details(self, request_id: str, additional_data: Dict[str, Any]):
+        """
+        Synchronous method to enqueue a message sending the given agent details
+        """
+        base_data = {"request_id": request_id}
+        for key, val in additional_data.items():
+            base_data[key] = val
+        self.message_queue.put(
+            Packet(
+                packet_type=PACKET_TYPE_AGENT_DETAILS,
+                subject_id=self.request_id_to_channel_id[request_id],
+                data=base_data,
+            )
+        )
+        self.process_outgoing_queue(self.message_queue)
+        self.log_metrics_for_packet(self.request_id_to_packet[request_id])
+        del self.request_id_to_channel_id[request_id]
+        del self.request_id_to_packet[request_id]
+
+ +
+ +

Synchronous method to enqueue a message sending the given agent details

+
+ + +
+
+
#   + + + def + send_live_update(self, agent_id: str, data: Dict[str, Any]): +
+ +
+ View Source + 
    def send_live_update(self, agent_id: str, data: Dict[str, Any]):
+        """Send a live data packet to the given agent id"""
+        data_packet = Packet(
+            packet_type=PACKET_TYPE_CLIENT_BOUND_LIVE_UPDATE,
+            subject_id=agent_id,
+            data=data,
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(data_packet)
+
+ +
+ +

Send a live data packet to the given agent id

+
+ + +
+
+
#   + + + def + send_status_update(self, agent_id: str, status: str): +
+ +
+ View Source + 
    def send_status_update(self, agent_id: str, status: str):
+        """Update the status for the given agent"""
+        status_packet = Packet(
+            packet_type=PACKET_TYPE_UPDATE_STATUS,
+            subject_id=agent_id,
+            data={
+                "status": status,
+            },
+        )
+        self._get_channel_for_agent(agent_id).enqueue_send(status_packet)
+
+ +
+ +

Update the status for the given agent

+
+ + +
+
+
#   + + + def + process_outgoing_queue(self, message_queue: 'Queue[Packet]') -> None: +
+ +
+ View Source + 
    def process_outgoing_queue(self, message_queue: "Queue[Packet]") -> None:
+        """Sends messages from the given list until it is empty"""
+        while not message_queue.empty() > 0:
+            curr_obs = message_queue.get()
+            try:
+                channel = self._get_channel_for_agent(curr_obs.subject_id)
+            except Exception:
+                channel = self.channels[curr_obs.subject_id]
+            channel.enqueue_send(curr_obs)
+
+ +
+ +

Sends messages from the given list until it is empty

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Close any channels related to a LiveTaskRun, clean up any resources"""
+        while not self.message_queue.empty():
+            self.message_queue.get()
+        run_channels = list(self.channels.keys())
+        logger.debug(f"Closing channels {run_channels}")
+        for channel_id in run_channels:
+            self.channels[channel_id].close()
+            del self.channels[channel_id]
+        self.is_shutdown = True
+
+        logger.debug(f"Cancelling status ping task")
+        try:
+            if self._status_task is not None and not self._status_task.cancelled():
+                self._status_task.cancel()
+
+                async def await_status_task():
+                    await self._status_task
+                    self._live_run = None
+
+                self.get_live_run().loop_wrap.execute_coro(await_status_task())
+        except asyncio.CancelledError:
+            pass
+
+ +
+ +

Close any channels related to a LiveTaskRun, clean up any resources

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/config_handler.html b/docs/web/static/python_api/mephisto/operations/config_handler.html new file mode 100644 index 000000000..d725f9db6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/config_handler.html @@ -0,0 +1,487 @@ + + + + + + + + + mephisto.operations.config_handler API documentation + + + + + + + + + +
+
+

+mephisto.operations.config_handler

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import os
+import yaml
+from typing import Dict, Any
+
+CORE_SECTION = "core"
+DATA_STORAGE_KEY = "main_data_directory"
+
+DEFAULT_CONFIG_FOLDER = os.path.expanduser("~/.mephisto/")
+DEFAULT_CONFIG_FILE = os.path.join(DEFAULT_CONFIG_FOLDER, "config.yml")
+OLD_DATA_CONFIG_LOC = os.path.join(
+    os.path.dirname(os.path.dirname(os.path.dirname(__file__))), "data", "DATA_LOC"
+)
+
+
+def get_raw_config() -> str:
+    """Returns the raw string config as written in the YAML config file"""
+    with open(DEFAULT_CONFIG_FILE, "r") as config_file:
+        return config_file.read().strip()
+
+
+def get_config() -> Dict[str, Any]:
+    """Get the data out of the YAML config file"""
+    return yaml.safe_load(get_raw_config())
+
+
+def write_config(config_data: Dict[str, Any]):
+    """Write the given dictionary to the config yaml"""
+    with open(DEFAULT_CONFIG_FILE, "w") as config_file:
+        config_file.write(yaml.dump(config_data))
+
+
+def init_config() -> None:
+    if not os.path.exists(DEFAULT_CONFIG_FOLDER):
+        os.mkdir(DEFAULT_CONFIG_FOLDER)
+
+    if os.path.exists(OLD_DATA_CONFIG_LOC):
+        print(
+            f"We are migrating Mephisto's configuration to a YAML file stored at {DEFAULT_CONFIG_FILE}"
+        )
+        with open(OLD_DATA_CONFIG_LOC, "r") as data_dir_file:
+            loaded_data_dir = data_dir_file.read().strip()
+        with open(DEFAULT_CONFIG_FILE, "w") as config_file:
+            config_file.write(
+                yaml.dump({CORE_SECTION: {DATA_STORAGE_KEY: loaded_data_dir}})
+            )
+        print(f"Removing DATA_LOC configuration file from {OLD_DATA_CONFIG_LOC}")
+        os.unlink(OLD_DATA_CONFIG_LOC)
+    elif not os.path.exists(DEFAULT_CONFIG_FILE):
+        with open(DEFAULT_CONFIG_FILE, "w") as config_fp:
+            config_fp.write(yaml.dump({CORE_SECTION: {}}))
+
+
+def add_config_arg(section: str, key: str, value: Any) -> None:
+    """Add an argument to the YAML config, overwriting existing"""
+    config = get_config()
+    if section not in config:
+        config[section] = {}
+    config[section][key] = value
+    write_config(config)
+
+
+def get_config_arg(section: str, key: str) -> Any:
+    """Get an argument from the YAML config. Return None if it doesn't exist"""
+    config = get_config()
+    return config.get(section, {}).get(key, None)
+
+ +
+ +
+
+
#   + + + def + get_raw_config() -> str: +
+ +
+ View Source + 
def get_raw_config() -> str:
+    """Returns the raw string config as written in the YAML config file"""
+    with open(DEFAULT_CONFIG_FILE, "r") as config_file:
+        return config_file.read().strip()
+
+ +
+ +

Returns the raw string config as written in the YAML config file

+
+ + +
+
+
#   + + + def + get_config() -> Dict[str, Any]: +
+ +
+ View Source + 
def get_config() -> Dict[str, Any]:
+    """Get the data out of the YAML config file"""
+    return yaml.safe_load(get_raw_config())
+
+ +
+ +

Get the data out of the YAML config file

+
+ + +
+
+
#   + + + def + write_config(config_data: Dict[str, Any]): +
+ +
+ View Source + 
def write_config(config_data: Dict[str, Any]):
+    """Write the given dictionary to the config yaml"""
+    with open(DEFAULT_CONFIG_FILE, "w") as config_file:
+        config_file.write(yaml.dump(config_data))
+
+ +
+ +

Write the given dictionary to the config yaml

+
+ + +
+
+
#   + + + def + init_config() -> None: +
+ +
+ View Source + 
def init_config() -> None:
+    if not os.path.exists(DEFAULT_CONFIG_FOLDER):
+        os.mkdir(DEFAULT_CONFIG_FOLDER)
+
+    if os.path.exists(OLD_DATA_CONFIG_LOC):
+        print(
+            f"We are migrating Mephisto's configuration to a YAML file stored at {DEFAULT_CONFIG_FILE}"
+        )
+        with open(OLD_DATA_CONFIG_LOC, "r") as data_dir_file:
+            loaded_data_dir = data_dir_file.read().strip()
+        with open(DEFAULT_CONFIG_FILE, "w") as config_file:
+            config_file.write(
+                yaml.dump({CORE_SECTION: {DATA_STORAGE_KEY: loaded_data_dir}})
+            )
+        print(f"Removing DATA_LOC configuration file from {OLD_DATA_CONFIG_LOC}")
+        os.unlink(OLD_DATA_CONFIG_LOC)
+    elif not os.path.exists(DEFAULT_CONFIG_FILE):
+        with open(DEFAULT_CONFIG_FILE, "w") as config_fp:
+            config_fp.write(yaml.dump({CORE_SECTION: {}}))
+
+ +
+ + + +
+
+
#   + + + def + add_config_arg(section: str, key: str, value: Any) -> None: +
+ +
+ View Source + 
def add_config_arg(section: str, key: str, value: Any) -> None:
+    """Add an argument to the YAML config, overwriting existing"""
+    config = get_config()
+    if section not in config:
+        config[section] = {}
+    config[section][key] = value
+    write_config(config)
+
+ +
+ +

Add an argument to the YAML config, overwriting existing

+
+ + +
+
+
#   + + + def + get_config_arg(section: str, key: str) -> Any: +
+ +
+ View Source + 
def get_config_arg(section: str, key: str) -> Any:
+    """Get an argument from the YAML config. Return None if it doesn't exist"""
+    config = get_config()
+    return config.get(section, {}).get(key, None)
+
+ +
+ +

Get an argument from the YAML config. Return None if it doesn't exist

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/datatypes.html b/docs/web/static/python_api/mephisto/operations/datatypes.html new file mode 100644 index 000000000..9facd14a9 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/datatypes.html @@ -0,0 +1,686 @@ + + + + + + + + + mephisto.operations.datatypes API documentation + + + + + + + + + +
+
+

+mephisto.operations.datatypes

+ +

This file contains the various datatypes that are used on the operations layer +to facilitate executing task runs.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+This file contains the various datatypes that are used on the operations layer
+to facilitate executing task runs.
+"""
+
+from dataclasses import dataclass
+import asyncio
+from functools import partial
+from typing import Dict, Set, Optional, List, Any, Union, TYPE_CHECKING
+import threading
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.blueprint import TaskRunner, Blueprint
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+    from mephisto.abstractions.architect import Architect
+    from mephisto.operations.task_launcher import TaskLauncher
+    from mephisto.abstractions._subcomponents.channel import Channel
+    from mephisto.data_model.agent import Agent, OnboardingAgent
+    from mephisto.operations.client_io_handler import ClientIOHandler
+    from mephisto.operations.worker_pool import WorkerPool
+
+
+class LoopWrapper:
+    def __init__(self, event_loop: asyncio.AbstractEventLoop):
+        self.loop = event_loop
+        self.tid = threading.current_thread()
+
+    def set_active_thread(self):
+        self.tid = threading.current_thread()
+
+    def execute_coro(self, coro) -> None:
+        """Execute this coroutine in the loop, regardless of callsite"""
+
+        def _async_execute(func):
+            """Wrapper to execute this function"""
+            func()
+
+        f = partial(asyncio.ensure_future, coro, loop=self.loop)
+        if threading.current_thread() == self.tid:
+            # We're in the loop's thread, just execute!
+            f()
+        else:
+            # Schedule calling the function from the loop's thread
+            self.loop.call_soon_threadsafe(_async_execute, f)
+
+
+@dataclass
+class LiveTaskRun:
+    task_run: "TaskRun"
+    # Core abstraction instances
+    architect: "Architect"
+    blueprint: "Blueprint"
+    provider: "CrowdProvider"
+    # Live job operations and state
+    qualifications: List[Dict[str, Any]]
+    task_runner: "TaskRunner"
+    task_launcher: "TaskLauncher"
+
+    client_io: "ClientIOHandler"
+    worker_pool: "WorkerPool"
+
+    loop_wrap: LoopWrapper
+
+    # Toggle used to tell operator to force shutdown
+    # of this task run in error conditions
+    force_shutdown: bool = False
+
+    def shutdown(self):
+        self.task_runner.shutdown()
+        self.worker_pool.shutdown()
+        self.client_io.shutdown()
+
+
+class WorkerFailureReasons:
+    NOT_QUALIFIED = "You are not currently qualified to work on this task..."
+    NO_AVAILABLE_UNITS = (
+        "There is currently no available work, please try again later..."
+    )
+    TOO_MANY_CONCURRENT = "You are currently working on too many tasks concurrently to accept another, please finish your current work."
+    MAX_FOR_TASK = "You have already completed the maximum amount of tasks the requester has set for this task."
+    TASK_MISSING = "You appear to have already completed this task, or have disconnected long enough for your session to clear..."
+
+ +
+ +
+
+
+ #   + + + class + LoopWrapper: +
+ +
+ View Source + 
class LoopWrapper:
+    def __init__(self, event_loop: asyncio.AbstractEventLoop):
+        self.loop = event_loop
+        self.tid = threading.current_thread()
+
+    def set_active_thread(self):
+        self.tid = threading.current_thread()
+
+    def execute_coro(self, coro) -> None:
+        """Execute this coroutine in the loop, regardless of callsite"""
+
+        def _async_execute(func):
+            """Wrapper to execute this function"""
+            func()
+
+        f = partial(asyncio.ensure_future, coro, loop=self.loop)
+        if threading.current_thread() == self.tid:
+            # We're in the loop's thread, just execute!
+            f()
+        else:
+            # Schedule calling the function from the loop's thread
+            self.loop.call_soon_threadsafe(_async_execute, f)
+
+ +
+ + + +
+
#   + + + LoopWrapper(event_loop: asyncio.events.AbstractEventLoop) +
+ +
+ View Source + 
    def __init__(self, event_loop: asyncio.AbstractEventLoop):
+        self.loop = event_loop
+        self.tid = threading.current_thread()
+
+ +
+ + + +
+
+
#   + + + def + set_active_thread(self): +
+ +
+ View Source + 
    def set_active_thread(self):
+        self.tid = threading.current_thread()
+
+ +
+ + + +
+
+
#   + + + def + execute_coro(self, coro) -> None: +
+ +
+ View Source + 
    def execute_coro(self, coro) -> None:
+        """Execute this coroutine in the loop, regardless of callsite"""
+
+        def _async_execute(func):
+            """Wrapper to execute this function"""
+            func()
+
+        f = partial(asyncio.ensure_future, coro, loop=self.loop)
+        if threading.current_thread() == self.tid:
+            # We're in the loop's thread, just execute!
+            f()
+        else:
+            # Schedule calling the function from the loop's thread
+            self.loop.call_soon_threadsafe(_async_execute, f)
+
+ +
+ +

Execute this coroutine in the loop, regardless of callsite

+
+ + +
+
+
+
+ #   + + + class + LiveTaskRun: +
+ +
+ View Source + 
class LiveTaskRun:
+    task_run: "TaskRun"
+    # Core abstraction instances
+    architect: "Architect"
+    blueprint: "Blueprint"
+    provider: "CrowdProvider"
+    # Live job operations and state
+    qualifications: List[Dict[str, Any]]
+    task_runner: "TaskRunner"
+    task_launcher: "TaskLauncher"
+
+    client_io: "ClientIOHandler"
+    worker_pool: "WorkerPool"
+
+    loop_wrap: LoopWrapper
+
+    # Toggle used to tell operator to force shutdown
+    # of this task run in error conditions
+    force_shutdown: bool = False
+
+    def shutdown(self):
+        self.task_runner.shutdown()
+        self.worker_pool.shutdown()
+        self.client_io.shutdown()
+
+ +
+ +

LiveTaskRun(task_run: 'TaskRun', architect: 'Architect', blueprint: 'Blueprint', provider: 'CrowdProvider', qualifications: List[Dict[str, Any]], task_runner: 'TaskRunner', task_launcher: 'TaskLauncher', client_io: 'ClientIOHandler', worker_pool: 'WorkerPool', loop_wrap: mephisto.operations.datatypes.LoopWrapper, force_shutdown: bool = False)

+
+ + +
+
#   + + + LiveTaskRun( + task_run: mephisto.data_model.task_run.TaskRun, + architect: mephisto.abstractions.architect.Architect, + blueprint: mephisto.abstractions.blueprint.Blueprint, + provider: mephisto.abstractions.crowd_provider.CrowdProvider, + qualifications: List[Dict[str, Any]], + task_runner: mephisto.abstractions._subcomponents.task_runner.TaskRunner, + task_launcher: mephisto.operations.task_launcher.TaskLauncher, + client_io: mephisto.operations.client_io_handler.ClientIOHandler, + worker_pool: mephisto.operations.worker_pool.WorkerPool, + loop_wrap: mephisto.operations.datatypes.LoopWrapper, + force_shutdown: bool = False +) +
+ + + + +
+
+
#   + + force_shutdown: bool = False +
+ + + + +
+
+
#   + + + def + shutdown(self): +
+ +
+ View Source + 
    def shutdown(self):
+        self.task_runner.shutdown()
+        self.worker_pool.shutdown()
+        self.client_io.shutdown()
+
+ +
+ + + +
+
+
+
+ #   + + + class + WorkerFailureReasons: +
+ +
+ View Source + 
class WorkerFailureReasons:
+    NOT_QUALIFIED = "You are not currently qualified to work on this task..."
+    NO_AVAILABLE_UNITS = (
+        "There is currently no available work, please try again later..."
+    )
+    TOO_MANY_CONCURRENT = "You are currently working on too many tasks concurrently to accept another, please finish your current work."
+    MAX_FOR_TASK = "You have already completed the maximum amount of tasks the requester has set for this task."
+    TASK_MISSING = "You appear to have already completed this task, or have disconnected long enough for your session to clear..."
+
+ +
+ + + +
+
#   + + + WorkerFailureReasons() +
+ + + + +
+
+
#   + + NOT_QUALIFIED = 'You are not currently qualified to work on this task...' +
+ + + + +
+
+
#   + + NO_AVAILABLE_UNITS = 'There is currently no available work, please try again later...' +
+ + + + +
+
+
#   + + TOO_MANY_CONCURRENT = 'You are currently working on too many tasks concurrently to accept another, please finish your current work.' +
+ + + + +
+
+
#   + + MAX_FOR_TASK = 'You have already completed the maximum amount of tasks the requester has set for this task.' +
+ + + + +
+
+
#   + + TASK_MISSING = 'You appear to have already completed this task, or have disconnected long enough for your session to clear...' +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/hydra_config.html b/docs/web/static/python_api/mephisto/operations/hydra_config.html new file mode 100644 index 000000000..45f79ecc9 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/hydra_config.html @@ -0,0 +1,1039 @@ + + + + + + + + + mephisto.operations.hydra_config API documentation + + + + + + + + + +
+
+

+mephisto.operations.hydra_config

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from hydra.core.config_store import ConfigStoreWithProvider
+from mephisto.abstractions.blueprint import BlueprintArgs
+from mephisto.abstractions.architect import ArchitectArgs
+from mephisto.abstractions.crowd_provider import ProviderArgs
+from mephisto.data_model.task_run import TaskRunArgs
+from mephisto.utils.logger_core import get_logger, warn_once
+from mephisto.utils.dirs import get_run_file_dir
+from dataclasses import dataclass, field, fields, Field
+from omegaconf import OmegaConf, MISSING, DictConfig
+from typing import List, Type, Dict, Any, TYPE_CHECKING
+
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.architect import Architect
+    from mephisto.abstractions.blueprint import Blueprint
+
+
+logger = get_logger(name=__name__)
+
+config = ConfigStoreWithProvider("mephisto")
+
+
+@dataclass
+class DatabaseArgs:
+    _database_type: str = "singleton"  # default DB is performant singleton
+
+
+@dataclass
+class MephistoConfig:
+    blueprint: BlueprintArgs = MISSING
+    provider: ProviderArgs = MISSING
+    architect: ArchitectArgs = MISSING
+    task: TaskRunArgs = TaskRunArgs()
+    database: DatabaseArgs = DatabaseArgs()
+    log_level: str = "info"
+
+
+@dataclass
+class TaskConfig:
+    mephisto: MephistoConfig = MephistoConfig()
+    task_dir: str = get_run_file_dir()
+    num_tasks: int = 5
+
+
+def register_abstraction_config(name: str, node: Any, abstraction_type: str):
+    config.store(
+        name=name,
+        node=node,
+        group=f"mephisto/{abstraction_type}",
+    )
+
+
+def build_default_task_config(conf_name: str) -> Type[TaskConfig]:
+    default_list = ["_self_", {"conf": conf_name}]
+
+    @dataclass
+    class DefaultTaskConfig(TaskConfig):
+        defaults: List[Any] = field(default_factory=lambda: default_list)
+
+    return DefaultTaskConfig
+
+
+@dataclass
+class RunScriptConfig(TaskConfig):
+    def __post_init__(self):
+        warn_once(
+            "RunScriptConfig has been deprecated in Mephisto 1.0 in favor "
+            "of using TaskConfig and the `task_script` decorator. See "
+            "our new examples for usage."
+        )
+
+
+def initialize_named_configs():
+    """
+    Functionality to register the core mephisto configuration structure. Must be done in __init__
+    """
+    config.store(
+        name="base_mephisto_config",
+        node=MephistoConfig,
+        group="mephisto",
+    )
+
+
+def register_script_config(name: str, module: Any):
+    check_for_hydra_compat()
+    config.store(name=name, node=module)
+
+
+def check_for_hydra_compat():
+    # Required for determining 0.3.x to 0.4.0 conversion
+    # of scripts
+    import inspect
+    import os
+
+    callsite = inspect.stack(0)[-1].filename
+    call_dir = os.path.dirname(os.path.join(".", callsite))
+    if "hydra_configs" not in os.listdir(call_dir):
+        logger.warning(
+            "\u001b[31;1m"
+            f"We noticed you don't have a hydra_configs directory in the folder "
+            f"{call_dir} where you are running this script from.\n"
+            "Mephisto Version 0.4.0 has breaking changes for user scripts due "
+            "to the Hydra 1.1 upgrade. This may prevent scripts from launching. "
+            "See https://github.com/facebookresearch/Mephisto/issues/529 for "
+            "remediation details."
+            "\u001b[0m"
+        )
+
+
+## Hydra argument config parsing helpers for other uses, generally the server API
+
+
+def get_dict_from_field(in_field: Field) -> Dict[str, Any]:
+    """
+    Extract all of the arguments from an argument group
+    and return a dict mapping from argument dest to argument dict
+    """
+    try:
+        found_type = in_field.type.__name__
+    except AttributeError:
+        found_type = in_field.metadata.get("type", "unknown")
+    return {
+        "dest": in_field.name,
+        "type": found_type,
+        "default": in_field.metadata.get("default", in_field.default),
+        "help": in_field.metadata.get("help"),
+        "choices": in_field.metadata.get("choices"),
+        "required": in_field.metadata.get("required", False),
+    }
+
+
+def get_extra_argument_dicts(customizable_class: Any) -> List[Dict[str, Any]]:
+    """
+    Produce the argument dicts for the given customizable class
+    (Blueprint, Architect, etc)
+    """
+    dict_fields = fields(customizable_class.ArgsClass)
+    usable_fields = []
+    group_field = None
+    for f in dict_fields:
+        if not f.name.startswith("_"):
+            usable_fields.append(f)
+        elif f.name == "_group":
+            group_field = f
+    parsed_fields = [get_dict_from_field(f) for f in usable_fields]
+    help_text = ""
+    if group_field is not None:
+        help_text = group_field.metadata.get("help", "")
+    return [{"desc": help_text, "args": {f["dest"]: f for f in parsed_fields}}]
+
+
+def get_task_state_dicts(customizable_class: Type["Blueprint"]) -> List[Dict[str, Any]]:
+    """
+    Return the SharedTaskState configurable class for the given blueprint
+    """
+    dict_fields = fields(customizable_class.SharedStateClass)
+    usable_fields = []
+    for f in dict_fields:
+        if not f.name.startswith("_"):
+            usable_fields.append(f)
+    parsed_fields = [get_dict_from_field(f) for f in usable_fields]
+    return [{"desc": "", "args": {f["dest"]: f for f in parsed_fields}}]
+
+
+def parse_arg_dict(customizable_class: Any, args: Dict[str, Any]) -> DictConfig:
+    """
+    Get the ArgsClass for a class, then parse the given args using
+    it. Return the DictConfig of the finalized namespace.
+    """
+    return OmegaConf.structured(customizable_class.ArgsClass(**args))
+
+ +
+ +
+
+
+ #   + + + class + DatabaseArgs: +
+ +
+ View Source + 
class DatabaseArgs:
+    _database_type: str = "singleton"  # default DB is performant singleton
+
+ +
+ +

DatabaseArgs(_database_type: str = 'singleton')

+
+ + +
+
#   + + + DatabaseArgs(_database_type: str = 'singleton') +
+ + + + +
+
+
+
+ #   + + + class + MephistoConfig: +
+ +
+ View Source + 
class MephistoConfig:
+    blueprint: BlueprintArgs = MISSING
+    provider: ProviderArgs = MISSING
+    architect: ArchitectArgs = MISSING
+    task: TaskRunArgs = TaskRunArgs()
+    database: DatabaseArgs = DatabaseArgs()
+    log_level: str = "info"
+
+ +
+ +

MephistoConfig(blueprint: mephisto.abstractions.blueprint.BlueprintArgs = '???', provider: mephisto.abstractions.crowd_provider.ProviderArgs = '???', architect: mephisto.abstractions.architect.ArchitectArgs = '???', task: mephisto.data_model.task_run.TaskRunArgs = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database: mephisto.operations.hydra_config.DatabaseArgs = DatabaseArgs(_database_type='singleton'), log_level: str = 'info')

+
+ + +
+
#   + + + MephistoConfig( + blueprint: mephisto.abstractions.blueprint.BlueprintArgs = '???', + provider: mephisto.abstractions.crowd_provider.ProviderArgs = '???', + architect: mephisto.abstractions.architect.ArchitectArgs = '???', + task: mephisto.data_model.task_run.TaskRunArgs = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), + database: mephisto.operations.hydra_config.DatabaseArgs = DatabaseArgs(_database_type='singleton'), + log_level: str = 'info' +) +
+ + + + +
+
+
#   + + blueprint: mephisto.abstractions.blueprint.BlueprintArgs = '???' +
+ + + + +
+
+
#   + + provider: mephisto.abstractions.crowd_provider.ProviderArgs = '???' +
+ + + + +
+
+
#   + + architect: mephisto.abstractions.architect.ArchitectArgs = '???' +
+ + + + +
+
+
#   + + task: mephisto.data_model.task_run.TaskRunArgs = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600) +
+ + + + +
+
+
#   + + database: mephisto.operations.hydra_config.DatabaseArgs = DatabaseArgs(_database_type='singleton') +
+ + + + +
+
+
#   + + log_level: str = 'info' +
+ + + + +
+
+
+
+ #   + + + class + TaskConfig: +
+ +
+ View Source + 
class TaskConfig:
+    mephisto: MephistoConfig = MephistoConfig()
+    task_dir: str = get_run_file_dir()
+    num_tasks: int = 5
+
+ +
+ +

TaskConfig(mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', num_tasks: int = 5)

+
+ + +
+
#   + + + TaskConfig( + mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), + task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', + num_tasks: int = 5 +) +
+ + + + +
+
+
#   + + mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info') +
+ + + + +
+
+
#   + + task_dir: str = '/Users/jju/miniconda3/envs/py38/bin' +
+ + + + +
+
+
#   + + num_tasks: int = 5 +
+ + + + +
+
+
+
#   + + + def + register_abstraction_config(name: str, node: Any, abstraction_type: str): +
+ +
+ View Source + 
def register_abstraction_config(name: str, node: Any, abstraction_type: str):
+    config.store(
+        name=name,
+        node=node,
+        group=f"mephisto/{abstraction_type}",
+    )
+
+ +
+ + + +
+
+
#   + + + def + build_default_task_config(conf_name: str) -> Type[mephisto.operations.hydra_config.TaskConfig]: +
+ +
+ View Source + 
def build_default_task_config(conf_name: str) -> Type[TaskConfig]:
+    default_list = ["_self_", {"conf": conf_name}]
+
+    @dataclass
+    class DefaultTaskConfig(TaskConfig):
+        defaults: List[Any] = field(default_factory=lambda: default_list)
+
+    return DefaultTaskConfig
+
+ +
+ + + +
+
+
+ #   + + + class + RunScriptConfig(TaskConfig): +
+ +
+ View Source + 
class RunScriptConfig(TaskConfig):
+    def __post_init__(self):
+        warn_once(
+            "RunScriptConfig has been deprecated in Mephisto 1.0 in favor "
+            "of using TaskConfig and the `task_script` decorator. See "
+            "our new examples for usage."
+        )
+
+ +
+ +

RunScriptConfig(mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', num_tasks: int = 5)

+
+ + +
+
#   + + + RunScriptConfig( + mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), + task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', + num_tasks: int = 5 +) +
+ + + + +
+
+
Inherited Members
+
+ +
+
+
+
+
#   + + + def + initialize_named_configs(): +
+ +
+ View Source + 
def initialize_named_configs():
+    """
+    Functionality to register the core mephisto configuration structure. Must be done in __init__
+    """
+    config.store(
+        name="base_mephisto_config",
+        node=MephistoConfig,
+        group="mephisto",
+    )
+
+ +
+ +

Functionality to register the core mephisto configuration structure. Must be done in __init__

+
+ + +
+
+
#   + + + def + register_script_config(name: str, module: Any): +
+ +
+ View Source + 
def register_script_config(name: str, module: Any):
+    check_for_hydra_compat()
+    config.store(name=name, node=module)
+
+ +
+ + + +
+
+
#   + + + def + check_for_hydra_compat(): +
+ +
+ View Source + 
def check_for_hydra_compat():
+    # Required for determining 0.3.x to 0.4.0 conversion
+    # of scripts
+    import inspect
+    import os
+
+    callsite = inspect.stack(0)[-1].filename
+    call_dir = os.path.dirname(os.path.join(".", callsite))
+    if "hydra_configs" not in os.listdir(call_dir):
+        logger.warning(
+            "\u001b[31;1m"
+            f"We noticed you don't have a hydra_configs directory in the folder "
+            f"{call_dir} where you are running this script from.\n"
+            "Mephisto Version 0.4.0 has breaking changes for user scripts due "
+            "to the Hydra 1.1 upgrade. This may prevent scripts from launching. "
+            "See https://github.com/facebookresearch/Mephisto/issues/529 for "
+            "remediation details."
+            "\u001b[0m"
+        )
+
+ +
+ + + +
+
+
#   + + + def + get_dict_from_field(in_field: dataclasses.Field) -> Dict[str, Any]: +
+ +
+ View Source + 
def get_dict_from_field(in_field: Field) -> Dict[str, Any]:
+    """
+    Extract all of the arguments from an argument group
+    and return a dict mapping from argument dest to argument dict
+    """
+    try:
+        found_type = in_field.type.__name__
+    except AttributeError:
+        found_type = in_field.metadata.get("type", "unknown")
+    return {
+        "dest": in_field.name,
+        "type": found_type,
+        "default": in_field.metadata.get("default", in_field.default),
+        "help": in_field.metadata.get("help"),
+        "choices": in_field.metadata.get("choices"),
+        "required": in_field.metadata.get("required", False),
+    }
+
+ +
+ +

Extract all of the arguments from an argument group +and return a dict mapping from argument dest to argument dict

+
+ + +
+
+
#   + + + def + get_extra_argument_dicts(customizable_class: Any) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
def get_extra_argument_dicts(customizable_class: Any) -> List[Dict[str, Any]]:
+    """
+    Produce the argument dicts for the given customizable class
+    (Blueprint, Architect, etc)
+    """
+    dict_fields = fields(customizable_class.ArgsClass)
+    usable_fields = []
+    group_field = None
+    for f in dict_fields:
+        if not f.name.startswith("_"):
+            usable_fields.append(f)
+        elif f.name == "_group":
+            group_field = f
+    parsed_fields = [get_dict_from_field(f) for f in usable_fields]
+    help_text = ""
+    if group_field is not None:
+        help_text = group_field.metadata.get("help", "")
+    return [{"desc": help_text, "args": {f["dest"]: f for f in parsed_fields}}]
+
+ +
+ +

Produce the argument dicts for the given customizable class +(Blueprint, Architect, etc)

+
+ + +
+
+
#   + + + def + get_task_state_dicts( + customizable_class: type[mephisto.abstractions.blueprint.Blueprint] +) -> List[Dict[str, Any]]: +
+ +
+ View Source + 
def get_task_state_dicts(customizable_class: Type["Blueprint"]) -> List[Dict[str, Any]]:
+    """
+    Return the SharedTaskState configurable class for the given blueprint
+    """
+    dict_fields = fields(customizable_class.SharedStateClass)
+    usable_fields = []
+    for f in dict_fields:
+        if not f.name.startswith("_"):
+            usable_fields.append(f)
+    parsed_fields = [get_dict_from_field(f) for f in usable_fields]
+    return [{"desc": "", "args": {f["dest"]: f for f in parsed_fields}}]
+
+ +
+ +

Return the SharedTaskState configurable class for the given blueprint

+
+ + +
+
+
#   + + + def + parse_arg_dict( + customizable_class: Any, + args: Dict[str, Any] +) -> omegaconf.dictconfig.DictConfig: +
+ +
+ View Source + 
def parse_arg_dict(customizable_class: Any, args: Dict[str, Any]) -> DictConfig:
+    """
+    Get the ArgsClass for a class, then parse the given args using
+    it. Return the DictConfig of the finalized namespace.
+    """
+    return OmegaConf.structured(customizable_class.ArgsClass(**args))
+
+ +
+ +

Get the ArgsClass for a class, then parse the given args using +it. Return the DictConfig of the finalized namespace.

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/operator.html b/docs/web/static/python_api/mephisto/operations/operator.html new file mode 100644 index 000000000..fdce92f16 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/operator.html @@ -0,0 +1,1997 @@ + + + + + + + + + mephisto.operations.operator API documentation + + + + + + + + + +
+
+

+mephisto.operations.operator

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+import json
+import os
+import time
+import threading
+import traceback
+import signal
+import asyncio
+
+from mephisto.operations.datatypes import LiveTaskRun, LoopWrapper
+
+from typing import (
+    Dict,
+    Optional,
+    Type,
+    Callable,
+    TYPE_CHECKING,
+)
+from mephisto.data_model.task_run import TaskRun
+from mephisto.abstractions.blueprint import SharedTaskState
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+)
+from mephisto.abstractions.database import MephistoDB, EntryDoesNotExistException
+from mephisto.data_model.qualification import QUAL_NOT_EXIST
+from mephisto.utils.qualifications import make_qualification_dict
+from mephisto.operations.task_launcher import TaskLauncher
+from mephisto.operations.client_io_handler import ClientIOHandler
+from mephisto.operations.worker_pool import WorkerPool
+from mephisto.operations.registry import (
+    get_blueprint_from_type,
+    get_crowd_provider_from_type,
+    get_architect_from_type,
+)
+from mephisto.utils.testing import get_mock_requester
+from mephisto.utils.metrics import (
+    launch_prometheus_server,
+    start_metrics_server,
+    shutdown_prometheus_server,
+)
+from mephisto.utils.logger_core import (
+    get_logger,
+    set_mephisto_log_level,
+    format_loud,
+    warn_once,
+)
+from omegaconf import DictConfig, OmegaConf
+
+logger = get_logger(name=__name__)
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprint import Blueprint, TaskRunner
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+    from mephisto.abstractions.architect import Architect
+
+
+RUN_STATUS_POLL_TIME = 10
+
+
+class Operator:
+    """
+    Acting as the controller behind the curtain, the Operator class
+    is responsible for managing the knobs, switches, and dials
+    of the rest of the Mephisto architecture.
+
+    Most convenience scripts for using Mephisto will use an Operator
+    to get the job done, though this class itself is also a
+    good model to use to understand how the underlying
+    architecture works in order to build custom jobs or workflows.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        self._task_runs_tracked: Dict[str, LiveTaskRun] = {}
+        self.is_shutdown = False
+
+        # Try to get an event loop. Only should be one
+        # operator per thread
+        has_loop = None
+        try:
+            has_loop = asyncio.get_running_loop()
+        except RuntimeError:
+            pass  # We want there to be no running loop
+        assert has_loop is None, "Can only run one operator loop per thread."
+
+        # Create the event loop for this operator.
+        self._event_loop = asyncio.new_event_loop()
+        self._loop_wrapper = LoopWrapper(self._event_loop)
+        self._run_tracker_task = self._event_loop.create_task(
+            self._track_and_kill_runs(),
+        )
+        self._stop_task: Optional[asyncio.Task] = None
+        self._using_prometheus = launch_prometheus_server()
+        start_metrics_server()
+
+    def get_running_task_runs(self) -> Dict[str, LiveTaskRun]:
+        """Return the currently running task runs and their handlers"""
+        return self._task_runs_tracked.copy()
+
+    def _get_requester_and_provider_from_config(self, run_config: DictConfig):
+        """
+        Retrieve the desired provider from the config, raising an error
+        if there's a mismatch between the found provider and desired requester
+        """
+        # First try to find the requester:
+        requester_name = run_config.provider.requester_name
+        requesters = self.db.find_requesters(requester_name=requester_name)
+        if len(requesters) == 0:
+            if run_config.provider.requester_name == "MOCK_REQUESTER":
+                requesters = [get_mock_requester(self.db)]
+            else:
+                raise EntryDoesNotExistException(
+                    f"No requester found with name {requester_name}"
+                )
+        requester = requesters[0]
+        requester_id = requester.db_id
+        provider_type = requester.provider_type
+        assert provider_type == run_config.provider._provider_type, (
+            f"Found requester for name {requester_name} is not "
+            f"of the specified type {run_config.provider._provider_type}, "
+            f"but is instead {provider_type}."
+        )
+        return requester, provider_type
+
+    def _create_live_task_run(
+        self,
+        run_config: DictConfig,
+        shared_state: SharedTaskState,
+        task_run: TaskRun,
+        architect_class: Type["Architect"],
+        blueprint_class: Type["Blueprint"],
+        provider_class: Type["CrowdProvider"],
+    ) -> LiveTaskRun:
+        """
+        Initialize all of the members of a live task run object
+        """
+        # Register the blueprint with args to the task run to ensure cached
+        blueprint = task_run.get_blueprint(args=run_config, shared_state=shared_state)
+
+        # prepare the architect
+        build_dir = os.path.join(task_run.get_run_dir(), "build")
+        os.makedirs(build_dir, exist_ok=True)
+        architect = architect_class(
+            self.db, run_config, shared_state, task_run, build_dir
+        )
+        # Create the backend runner
+        task_runner = blueprint_class.TaskRunnerClass(
+            task_run, run_config, shared_state
+        )
+
+        # Small hack for auto appending block qualification
+        # TODO(OWN) we can use blueprint.mro() to discover BlueprintMixins and extract from there
+        existing_qualifications = shared_state.qualifications
+        if run_config.blueprint.get("block_qualification", None) is not None:
+            existing_qualifications.append(
+                make_qualification_dict(
+                    run_config.blueprint.block_qualification, QUAL_NOT_EXIST, None
+                )
+            )
+        if run_config.blueprint.get("onboarding_qualification", None) is not None:
+            existing_qualifications.append(
+                make_qualification_dict(
+                    OnboardingRequired.get_failed_qual(
+                        run_config.blueprint.onboarding_qualification
+                    ),
+                    QUAL_NOT_EXIST,
+                    None,
+                )
+            )
+        shared_state.qualifications = existing_qualifications
+
+        # Create provider
+        provider = provider_class(self.db)
+
+        # Create the launcher
+        initialization_data_iterable = blueprint.get_initialization_data()
+        launcher = TaskLauncher(
+            self.db,
+            task_run,
+            initialization_data_iterable,
+            max_num_concurrent_units=run_config.task.max_num_concurrent_units,
+        )
+
+        worker_pool = WorkerPool(self.db)
+        client_io = ClientIOHandler(self.db)
+        live_run = LiveTaskRun(
+            task_run=task_run,
+            architect=architect,
+            blueprint=blueprint,
+            provider=provider,
+            qualifications=shared_state.qualifications,
+            task_runner=task_runner,
+            task_launcher=launcher,
+            client_io=client_io,
+            worker_pool=worker_pool,
+            loop_wrap=self._loop_wrapper,
+        )
+        worker_pool.register_run(live_run)
+        client_io.register_run(live_run)
+
+        return live_run
+
+    def validate_and_run_config_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run_or_die(run_config, shared_state=shared_state)
+
+    def launch_task_run_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        """
+        Parse the given arguments and launch a job.
+        """
+        set_mephisto_log_level(level=run_config.get("log_level", "info"))
+
+        requester, provider_type = self._get_requester_and_provider_from_config(
+            run_config
+        )
+
+        # Next get the abstraction classes, and run validation
+        # before anything is actually created in the database
+        blueprint_type = run_config.blueprint._blueprint_type
+        architect_type = run_config.architect._architect_type
+        BlueprintClass = get_blueprint_from_type(blueprint_type)
+        ArchitectClass = get_architect_from_type(architect_type)
+        CrowdProviderClass = get_crowd_provider_from_type(provider_type)
+
+        if shared_state is None:
+            shared_state = BlueprintClass.SharedStateClass()
+
+        BlueprintClass.assert_task_args(run_config, shared_state)
+        ArchitectClass.assert_task_args(run_config, shared_state)
+        CrowdProviderClass.assert_task_args(run_config, shared_state)
+
+        # Find an existing task or create a new one
+        task_name = run_config.task.get("task_name", None)
+        if task_name is None:
+            task_name = blueprint_type
+            logger.warning(
+                f"Task is using the default blueprint name {task_name} as a name, "
+                "as no task_name is provided"
+            )
+        tasks = self.db.find_tasks(task_name=task_name)
+        task_id = None
+        if len(tasks) == 0:
+            task_id = self.db.new_task(task_name, blueprint_type)
+        else:
+            task_id = tasks[0].db_id
+
+        logger.info(f"Creating a task run under task name: {task_name}")
+
+        # Create a new task run
+        new_run_id = self.db.new_task_run(
+            task_id,
+            requester.db_id,
+            json.dumps(OmegaConf.to_yaml(run_config, resolve=True)),
+            provider_type,
+            blueprint_type,
+            requester.is_sandbox(),
+        )
+        task_run = TaskRun.get(self.db, new_run_id)
+
+        live_run = self._create_live_task_run(
+            run_config,
+            shared_state,
+            task_run,
+            ArchitectClass,
+            BlueprintClass,
+            CrowdProviderClass,
+        )
+
+        try:
+            # If anything fails after here, we have to cleanup the architect
+            # Setup and deploy the server
+            built_dir = live_run.architect.prepare()
+            task_url = live_run.architect.deploy()
+
+            # TODO(#102) maybe the cleanup (destruction of the server configuration?) should only
+            # happen after everything has already been reviewed, this way it's possible to
+            # retrieve the exact build directory to review a task for real
+            live_run.architect.cleanup()
+
+            # Register the task with the provider
+            live_run.provider.setup_resources_for_task_run(
+                task_run, run_config, shared_state, task_url
+            )
+
+            live_run.client_io.launch_channels()
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error(
+                "Encountered error while launching run, shutting down", exc_info=True
+            )
+            try:
+                live_run.architect.shutdown()
+            except (KeyboardInterrupt, Exception) as architect_exception:
+                logger.exception(
+                    f"Could not shut down architect: {architect_exception}",
+                    exc_info=True,
+                )
+            raise e
+
+        live_run.task_launcher.create_assignments()
+        live_run.task_launcher.launch_units(task_url)
+
+        self._task_runs_tracked[task_run.db_id] = live_run
+        task_run.update_completion_progress(status=False)
+
+        return task_run.db_id
+
+    async def _track_and_kill_runs(self):
+        """
+        Background task that shuts down servers when a task
+        is fully done.
+        """
+        # TODO(#649) only trigger these on a status change?
+        while not self.is_shutdown:
+            runs_to_check = list(self._task_runs_tracked.values())
+            for tracked_run in runs_to_check:
+                await asyncio.sleep(0.01)  # Low pri, allow to be interrupted
+                if not tracked_run.force_shutdown:
+                    task_run = tracked_run.task_run
+                    if tracked_run.task_launcher.finished_generators is False:
+                        # If the run can still generate assignments, it's
+                        # definitely not done
+                        continue
+                    task_run.update_completion_progress(
+                        task_launcher=tracked_run.task_launcher
+                    )
+                    if not task_run.get_is_completed():
+                        continue
+
+                tracked_run.client_io.shutdown()
+                tracked_run.worker_pool.shutdown()
+                tracked_run.task_launcher.shutdown()
+                tracked_run.architect.shutdown()
+                del self._task_runs_tracked[task_run.db_id]
+            await asyncio.sleep(RUN_STATUS_POLL_TIME)
+            if self._using_prometheus:
+                launch_prometheus_server()
+
+    def force_shutdown(self, timeout=5):
+        """
+        Force a best-effort shutdown of everything, letting no individual
+        shutdown step suspend for more than the timeout before moving on.
+
+        Skips waiting for in-flight assignments to rush the shutdown.
+
+        ** Should only be used in sandbox or test environments. **
+        """
+        self.is_shutdown = True
+
+        def end_launchers_and_expire_units():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.task_launcher.shutdown()
+                tracked_run.task_launcher.expire_units()
+
+        def end_architects():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.architect.shutdown()
+
+        def cleanup_runs():
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+
+        tasks = {
+            "expire-units": end_launchers_and_expire_units,
+            "end-architects": end_architects,
+            "cleanup-runs": cleanup_runs,
+        }
+
+        for tname, t in tasks.items():
+            shutdown_thread = threading.Thread(target=t, name=f"force-shutdown-{tname}")
+            shutdown_thread.start()
+            start_time = time.time()
+            while time.time() - start_time < timeout and shutdown_thread.is_alive():
+                time.sleep(0.5)
+            if not shutdown_thread.is_alive():
+                # Only join if the shutdown fully completed
+                shutdown_thread.join()
+        if self._event_loop.is_running():
+            self._event_loop.stop()
+        self._event_loop.run_until_complete(self.shutdown_async())
+
+    async def shutdown_async(self):
+        """Shut down the asyncio parts of the Operator"""
+
+        if self._stop_task is not None:
+            await self._stop_task
+        await self._run_tracker_task
+
+    def shutdown(self, skip_input=True):
+        logger.info("operator shutting down")
+        self.is_shutdown = True
+        runs_to_check = list(self._task_runs_tracked.items())
+        for run_id, tracked_run in runs_to_check:
+            logger.info(f"Expiring units for task run {run_id}.")
+            try:
+                tracked_run.task_launcher.shutdown()
+            except (KeyboardInterrupt, SystemExit) as e:
+                logger.info(
+                    f"Skipping waiting for launcher threads to join on task run {run_id}."
+                )
+
+            def cant_cancel_expirations(self, sig, frame):
+                logging.warn(
+                    "Ignoring ^C during unit expirations. ^| if you NEED to exit and you will "
+                    "have to clean up units that hadn't been expired afterwards."
+                )
+
+            old_handler = signal.signal(signal.SIGINT, cant_cancel_expirations)
+            tracked_run.task_launcher.expire_units()
+            signal.signal(signal.SIGINT, old_handler)
+        try:
+            remaining_runs = self._task_runs_tracked.values()
+
+            while len(remaining_runs) > 0:
+                logger.info(
+                    f"Waiting on {len(remaining_runs)} task runs with assignments in-flight. "
+                    f"{format_loud('Ctrl-C ONCE')} to kill running tasks and FORCE QUIT."
+                )
+                next_runs = []
+                for tracked_run in remaining_runs:
+                    if tracked_run.task_run.get_is_completed():
+                        tracked_run.shutdown()
+                        tracked_run.architect.shutdown()
+                    else:
+                        next_runs.append(tracked_run)
+                if len(next_runs) > 0:
+                    time.sleep(30)
+                remaining_runs = next_runs
+        except Exception as e:
+            logger.exception(
+                f"Encountered problem during shutting down {e}", exc_info=True
+            )
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.warning(
+                "Skipping waiting for outstanding task completions, shutting down servers now!"
+                f"Follow cleanup instructions {format_loud('closely')} for proper cleanup.",
+            )
+            for tracked_run in remaining_runs:
+                logger.warning(
+                    f"Cleaning up run {tracked_run.task_run.db_id}. {format_loud('Ctrl-C once per step')} to skip that step."
+                )
+                try:
+                    logger.warning(f"Shutting down active Units in-flight.")
+                    tracked_run.worker_pool.disconnect_active_agents()
+                    tracked_run.task_runner.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Cleaning up remaining workers.")
+                    tracked_run.worker_pool.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Closing client communications.")
+                    tracked_run.client_io.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Shutting down servers")
+                    tracked_run.architect.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+        finally:
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+            if self._event_loop.is_running():
+                self._event_loop.stop()
+            self._event_loop.run_until_complete(self.shutdown_async())
+            if self._using_prometheus:
+                shutdown_prometheus_server()
+
+    def validate_and_run_config(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run(run_config, shared_state=shared_state)
+
+    def launch_task_run(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        """
+        Wrapper around validate_and_run_config_or_die that prints errors on
+        failure, rather than throwing. Generally for use in scripts.
+        """
+        assert (
+            not self.is_shutdown
+        ), "Cannot run a config on a shutdown operator. Create a new one."
+        try:
+            return self.launch_task_run_or_die(
+                run_config=run_config, shared_state=shared_state
+            )
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error("Ran into error while launching run: ", exc_info=True)
+            return None
+
+    def print_run_details(self):
+        """Print details about running tasks"""
+        for task in self.get_running_task_runs():
+            logger.info(f"Operator running task ID = {task}")
+
+    async def _stop_loop_when_no_running_tasks(self, log_rate: Optional[int] = None):
+        """
+        Stop this operator's event loop when no tasks are
+        running anymore
+        """
+        last_log = 0.0
+        while len(self.get_running_task_runs()) > 0 and not self.is_shutdown:
+            if log_rate is not None:
+                if time.time() - last_log > log_rate:
+                    last_log = time.time()
+                    self.print_run_details()
+            await asyncio.sleep(RUN_STATUS_POLL_TIME)
+        self._event_loop.stop()
+
+    def _run_loop_until(self, condition_met: Callable[[], bool], timeout) -> bool:
+        """
+        Function to run the event loop until a specific condition is met, or
+        a timeout elapses
+        """
+        asyncio.set_event_loop(self._event_loop)
+
+        async def wait_for_condition_or_timeout():
+            condition_was_met = False
+            start_time = time.time()
+            while time.time() - start_time < timeout:
+                if condition_met():
+                    condition_was_met = True
+                    break
+                await asyncio.sleep(0.2)
+            return condition_was_met
+
+        return self._event_loop.run_until_complete(wait_for_condition_or_timeout())
+
+    def _wait_for_runs_in_testing(self, timeout_time) -> None:
+        """
+        Function to kick off the operator main event loop
+        specifically in testing, run until timeout time is exceeded
+
+        generally replaces wait_for_runs_then_shutdown in testing
+        """
+        asyncio.set_event_loop(self._event_loop)
+        self._stop_task = self._event_loop.create_task(
+            self._stop_loop_when_no_running_tasks(log_rate=timeout_time),
+        )
+
+        def trigger_shutdown():
+            self.is_shutdown = True
+
+        self._event_loop.call_later(timeout_time, trigger_shutdown)
+        self._event_loop.run_forever()
+
+    def wait_for_runs_then_shutdown(
+        self, skip_input=False, log_rate: Optional[int] = None
+    ) -> None:
+        """
+        Wait for task_runs to complete, and then shutdown.
+
+        Set log_rate to get print statements of currently running tasks
+        at the specified interval
+        """
+        asyncio.set_event_loop(self._event_loop)
+        self._stop_task = self._event_loop.create_task(
+            self._stop_loop_when_no_running_tasks(log_rate=log_rate),
+        )
+        try:
+            self._event_loop.run_forever()
+        except Exception as e:
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.exception(
+                "Cleaning up after keyboard interrupt, please "
+                f"{format_loud('wait to Ctrl-C again')} until instructed to.",
+                exc_info=False,
+            )
+        finally:
+            self.shutdown()
+
+ +
+ +
+
+
+ #   + + + class + Operator: +
+ +
+ View Source + 
class Operator:
+    """
+    Acting as the controller behind the curtain, the Operator class
+    is responsible for managing the knobs, switches, and dials
+    of the rest of the Mephisto architecture.
+
+    Most convenience scripts for using Mephisto will use an Operator
+    to get the job done, though this class itself is also a
+    good model to use to understand how the underlying
+    architecture works in order to build custom jobs or workflows.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        self._task_runs_tracked: Dict[str, LiveTaskRun] = {}
+        self.is_shutdown = False
+
+        # Try to get an event loop. Only should be one
+        # operator per thread
+        has_loop = None
+        try:
+            has_loop = asyncio.get_running_loop()
+        except RuntimeError:
+            pass  # We want there to be no running loop
+        assert has_loop is None, "Can only run one operator loop per thread."
+
+        # Create the event loop for this operator.
+        self._event_loop = asyncio.new_event_loop()
+        self._loop_wrapper = LoopWrapper(self._event_loop)
+        self._run_tracker_task = self._event_loop.create_task(
+            self._track_and_kill_runs(),
+        )
+        self._stop_task: Optional[asyncio.Task] = None
+        self._using_prometheus = launch_prometheus_server()
+        start_metrics_server()
+
+    def get_running_task_runs(self) -> Dict[str, LiveTaskRun]:
+        """Return the currently running task runs and their handlers"""
+        return self._task_runs_tracked.copy()
+
+    def _get_requester_and_provider_from_config(self, run_config: DictConfig):
+        """
+        Retrieve the desired provider from the config, raising an error
+        if there's a mismatch between the found provider and desired requester
+        """
+        # First try to find the requester:
+        requester_name = run_config.provider.requester_name
+        requesters = self.db.find_requesters(requester_name=requester_name)
+        if len(requesters) == 0:
+            if run_config.provider.requester_name == "MOCK_REQUESTER":
+                requesters = [get_mock_requester(self.db)]
+            else:
+                raise EntryDoesNotExistException(
+                    f"No requester found with name {requester_name}"
+                )
+        requester = requesters[0]
+        requester_id = requester.db_id
+        provider_type = requester.provider_type
+        assert provider_type == run_config.provider._provider_type, (
+            f"Found requester for name {requester_name} is not "
+            f"of the specified type {run_config.provider._provider_type}, "
+            f"but is instead {provider_type}."
+        )
+        return requester, provider_type
+
+    def _create_live_task_run(
+        self,
+        run_config: DictConfig,
+        shared_state: SharedTaskState,
+        task_run: TaskRun,
+        architect_class: Type["Architect"],
+        blueprint_class: Type["Blueprint"],
+        provider_class: Type["CrowdProvider"],
+    ) -> LiveTaskRun:
+        """
+        Initialize all of the members of a live task run object
+        """
+        # Register the blueprint with args to the task run to ensure cached
+        blueprint = task_run.get_blueprint(args=run_config, shared_state=shared_state)
+
+        # prepare the architect
+        build_dir = os.path.join(task_run.get_run_dir(), "build")
+        os.makedirs(build_dir, exist_ok=True)
+        architect = architect_class(
+            self.db, run_config, shared_state, task_run, build_dir
+        )
+        # Create the backend runner
+        task_runner = blueprint_class.TaskRunnerClass(
+            task_run, run_config, shared_state
+        )
+
+        # Small hack for auto appending block qualification
+        # TODO(OWN) we can use blueprint.mro() to discover BlueprintMixins and extract from there
+        existing_qualifications = shared_state.qualifications
+        if run_config.blueprint.get("block_qualification", None) is not None:
+            existing_qualifications.append(
+                make_qualification_dict(
+                    run_config.blueprint.block_qualification, QUAL_NOT_EXIST, None
+                )
+            )
+        if run_config.blueprint.get("onboarding_qualification", None) is not None:
+            existing_qualifications.append(
+                make_qualification_dict(
+                    OnboardingRequired.get_failed_qual(
+                        run_config.blueprint.onboarding_qualification
+                    ),
+                    QUAL_NOT_EXIST,
+                    None,
+                )
+            )
+        shared_state.qualifications = existing_qualifications
+
+        # Create provider
+        provider = provider_class(self.db)
+
+        # Create the launcher
+        initialization_data_iterable = blueprint.get_initialization_data()
+        launcher = TaskLauncher(
+            self.db,
+            task_run,
+            initialization_data_iterable,
+            max_num_concurrent_units=run_config.task.max_num_concurrent_units,
+        )
+
+        worker_pool = WorkerPool(self.db)
+        client_io = ClientIOHandler(self.db)
+        live_run = LiveTaskRun(
+            task_run=task_run,
+            architect=architect,
+            blueprint=blueprint,
+            provider=provider,
+            qualifications=shared_state.qualifications,
+            task_runner=task_runner,
+            task_launcher=launcher,
+            client_io=client_io,
+            worker_pool=worker_pool,
+            loop_wrap=self._loop_wrapper,
+        )
+        worker_pool.register_run(live_run)
+        client_io.register_run(live_run)
+
+        return live_run
+
+    def validate_and_run_config_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run_or_die(run_config, shared_state=shared_state)
+
+    def launch_task_run_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        """
+        Parse the given arguments and launch a job.
+        """
+        set_mephisto_log_level(level=run_config.get("log_level", "info"))
+
+        requester, provider_type = self._get_requester_and_provider_from_config(
+            run_config
+        )
+
+        # Next get the abstraction classes, and run validation
+        # before anything is actually created in the database
+        blueprint_type = run_config.blueprint._blueprint_type
+        architect_type = run_config.architect._architect_type
+        BlueprintClass = get_blueprint_from_type(blueprint_type)
+        ArchitectClass = get_architect_from_type(architect_type)
+        CrowdProviderClass = get_crowd_provider_from_type(provider_type)
+
+        if shared_state is None:
+            shared_state = BlueprintClass.SharedStateClass()
+
+        BlueprintClass.assert_task_args(run_config, shared_state)
+        ArchitectClass.assert_task_args(run_config, shared_state)
+        CrowdProviderClass.assert_task_args(run_config, shared_state)
+
+        # Find an existing task or create a new one
+        task_name = run_config.task.get("task_name", None)
+        if task_name is None:
+            task_name = blueprint_type
+            logger.warning(
+                f"Task is using the default blueprint name {task_name} as a name, "
+                "as no task_name is provided"
+            )
+        tasks = self.db.find_tasks(task_name=task_name)
+        task_id = None
+        if len(tasks) == 0:
+            task_id = self.db.new_task(task_name, blueprint_type)
+        else:
+            task_id = tasks[0].db_id
+
+        logger.info(f"Creating a task run under task name: {task_name}")
+
+        # Create a new task run
+        new_run_id = self.db.new_task_run(
+            task_id,
+            requester.db_id,
+            json.dumps(OmegaConf.to_yaml(run_config, resolve=True)),
+            provider_type,
+            blueprint_type,
+            requester.is_sandbox(),
+        )
+        task_run = TaskRun.get(self.db, new_run_id)
+
+        live_run = self._create_live_task_run(
+            run_config,
+            shared_state,
+            task_run,
+            ArchitectClass,
+            BlueprintClass,
+            CrowdProviderClass,
+        )
+
+        try:
+            # If anything fails after here, we have to cleanup the architect
+            # Setup and deploy the server
+            built_dir = live_run.architect.prepare()
+            task_url = live_run.architect.deploy()
+
+            # TODO(#102) maybe the cleanup (destruction of the server configuration?) should only
+            # happen after everything has already been reviewed, this way it's possible to
+            # retrieve the exact build directory to review a task for real
+            live_run.architect.cleanup()
+
+            # Register the task with the provider
+            live_run.provider.setup_resources_for_task_run(
+                task_run, run_config, shared_state, task_url
+            )
+
+            live_run.client_io.launch_channels()
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error(
+                "Encountered error while launching run, shutting down", exc_info=True
+            )
+            try:
+                live_run.architect.shutdown()
+            except (KeyboardInterrupt, Exception) as architect_exception:
+                logger.exception(
+                    f"Could not shut down architect: {architect_exception}",
+                    exc_info=True,
+                )
+            raise e
+
+        live_run.task_launcher.create_assignments()
+        live_run.task_launcher.launch_units(task_url)
+
+        self._task_runs_tracked[task_run.db_id] = live_run
+        task_run.update_completion_progress(status=False)
+
+        return task_run.db_id
+
+    async def _track_and_kill_runs(self):
+        """
+        Background task that shuts down servers when a task
+        is fully done.
+        """
+        # TODO(#649) only trigger these on a status change?
+        while not self.is_shutdown:
+            runs_to_check = list(self._task_runs_tracked.values())
+            for tracked_run in runs_to_check:
+                await asyncio.sleep(0.01)  # Low pri, allow to be interrupted
+                if not tracked_run.force_shutdown:
+                    task_run = tracked_run.task_run
+                    if tracked_run.task_launcher.finished_generators is False:
+                        # If the run can still generate assignments, it's
+                        # definitely not done
+                        continue
+                    task_run.update_completion_progress(
+                        task_launcher=tracked_run.task_launcher
+                    )
+                    if not task_run.get_is_completed():
+                        continue
+
+                tracked_run.client_io.shutdown()
+                tracked_run.worker_pool.shutdown()
+                tracked_run.task_launcher.shutdown()
+                tracked_run.architect.shutdown()
+                del self._task_runs_tracked[task_run.db_id]
+            await asyncio.sleep(RUN_STATUS_POLL_TIME)
+            if self._using_prometheus:
+                launch_prometheus_server()
+
+    def force_shutdown(self, timeout=5):
+        """
+        Force a best-effort shutdown of everything, letting no individual
+        shutdown step suspend for more than the timeout before moving on.
+
+        Skips waiting for in-flight assignments to rush the shutdown.
+
+        ** Should only be used in sandbox or test environments. **
+        """
+        self.is_shutdown = True
+
+        def end_launchers_and_expire_units():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.task_launcher.shutdown()
+                tracked_run.task_launcher.expire_units()
+
+        def end_architects():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.architect.shutdown()
+
+        def cleanup_runs():
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+
+        tasks = {
+            "expire-units": end_launchers_and_expire_units,
+            "end-architects": end_architects,
+            "cleanup-runs": cleanup_runs,
+        }
+
+        for tname, t in tasks.items():
+            shutdown_thread = threading.Thread(target=t, name=f"force-shutdown-{tname}")
+            shutdown_thread.start()
+            start_time = time.time()
+            while time.time() - start_time < timeout and shutdown_thread.is_alive():
+                time.sleep(0.5)
+            if not shutdown_thread.is_alive():
+                # Only join if the shutdown fully completed
+                shutdown_thread.join()
+        if self._event_loop.is_running():
+            self._event_loop.stop()
+        self._event_loop.run_until_complete(self.shutdown_async())
+
+    async def shutdown_async(self):
+        """Shut down the asyncio parts of the Operator"""
+
+        if self._stop_task is not None:
+            await self._stop_task
+        await self._run_tracker_task
+
+    def shutdown(self, skip_input=True):
+        logger.info("operator shutting down")
+        self.is_shutdown = True
+        runs_to_check = list(self._task_runs_tracked.items())
+        for run_id, tracked_run in runs_to_check:
+            logger.info(f"Expiring units for task run {run_id}.")
+            try:
+                tracked_run.task_launcher.shutdown()
+            except (KeyboardInterrupt, SystemExit) as e:
+                logger.info(
+                    f"Skipping waiting for launcher threads to join on task run {run_id}."
+                )
+
+            def cant_cancel_expirations(self, sig, frame):
+                logging.warn(
+                    "Ignoring ^C during unit expirations. ^| if you NEED to exit and you will "
+                    "have to clean up units that hadn't been expired afterwards."
+                )
+
+            old_handler = signal.signal(signal.SIGINT, cant_cancel_expirations)
+            tracked_run.task_launcher.expire_units()
+            signal.signal(signal.SIGINT, old_handler)
+        try:
+            remaining_runs = self._task_runs_tracked.values()
+
+            while len(remaining_runs) > 0:
+                logger.info(
+                    f"Waiting on {len(remaining_runs)} task runs with assignments in-flight. "
+                    f"{format_loud('Ctrl-C ONCE')} to kill running tasks and FORCE QUIT."
+                )
+                next_runs = []
+                for tracked_run in remaining_runs:
+                    if tracked_run.task_run.get_is_completed():
+                        tracked_run.shutdown()
+                        tracked_run.architect.shutdown()
+                    else:
+                        next_runs.append(tracked_run)
+                if len(next_runs) > 0:
+                    time.sleep(30)
+                remaining_runs = next_runs
+        except Exception as e:
+            logger.exception(
+                f"Encountered problem during shutting down {e}", exc_info=True
+            )
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.warning(
+                "Skipping waiting for outstanding task completions, shutting down servers now!"
+                f"Follow cleanup instructions {format_loud('closely')} for proper cleanup.",
+            )
+            for tracked_run in remaining_runs:
+                logger.warning(
+                    f"Cleaning up run {tracked_run.task_run.db_id}. {format_loud('Ctrl-C once per step')} to skip that step."
+                )
+                try:
+                    logger.warning(f"Shutting down active Units in-flight.")
+                    tracked_run.worker_pool.disconnect_active_agents()
+                    tracked_run.task_runner.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Cleaning up remaining workers.")
+                    tracked_run.worker_pool.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Closing client communications.")
+                    tracked_run.client_io.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Shutting down servers")
+                    tracked_run.architect.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+        finally:
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+            if self._event_loop.is_running():
+                self._event_loop.stop()
+            self._event_loop.run_until_complete(self.shutdown_async())
+            if self._using_prometheus:
+                shutdown_prometheus_server()
+
+    def validate_and_run_config(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run(run_config, shared_state=shared_state)
+
+    def launch_task_run(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        """
+        Wrapper around validate_and_run_config_or_die that prints errors on
+        failure, rather than throwing. Generally for use in scripts.
+        """
+        assert (
+            not self.is_shutdown
+        ), "Cannot run a config on a shutdown operator. Create a new one."
+        try:
+            return self.launch_task_run_or_die(
+                run_config=run_config, shared_state=shared_state
+            )
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error("Ran into error while launching run: ", exc_info=True)
+            return None
+
+    def print_run_details(self):
+        """Print details about running tasks"""
+        for task in self.get_running_task_runs():
+            logger.info(f"Operator running task ID = {task}")
+
+    async def _stop_loop_when_no_running_tasks(self, log_rate: Optional[int] = None):
+        """
+        Stop this operator's event loop when no tasks are
+        running anymore
+        """
+        last_log = 0.0
+        while len(self.get_running_task_runs()) > 0 and not self.is_shutdown:
+            if log_rate is not None:
+                if time.time() - last_log > log_rate:
+                    last_log = time.time()
+                    self.print_run_details()
+            await asyncio.sleep(RUN_STATUS_POLL_TIME)
+        self._event_loop.stop()
+
+    def _run_loop_until(self, condition_met: Callable[[], bool], timeout) -> bool:
+        """
+        Function to run the event loop until a specific condition is met, or
+        a timeout elapses
+        """
+        asyncio.set_event_loop(self._event_loop)
+
+        async def wait_for_condition_or_timeout():
+            condition_was_met = False
+            start_time = time.time()
+            while time.time() - start_time < timeout:
+                if condition_met():
+                    condition_was_met = True
+                    break
+                await asyncio.sleep(0.2)
+            return condition_was_met
+
+        return self._event_loop.run_until_complete(wait_for_condition_or_timeout())
+
+    def _wait_for_runs_in_testing(self, timeout_time) -> None:
+        """
+        Function to kick off the operator main event loop
+        specifically in testing, run until timeout time is exceeded
+
+        generally replaces wait_for_runs_then_shutdown in testing
+        """
+        asyncio.set_event_loop(self._event_loop)
+        self._stop_task = self._event_loop.create_task(
+            self._stop_loop_when_no_running_tasks(log_rate=timeout_time),
+        )
+
+        def trigger_shutdown():
+            self.is_shutdown = True
+
+        self._event_loop.call_later(timeout_time, trigger_shutdown)
+        self._event_loop.run_forever()
+
+    def wait_for_runs_then_shutdown(
+        self, skip_input=False, log_rate: Optional[int] = None
+    ) -> None:
+        """
+        Wait for task_runs to complete, and then shutdown.
+
+        Set log_rate to get print statements of currently running tasks
+        at the specified interval
+        """
+        asyncio.set_event_loop(self._event_loop)
+        self._stop_task = self._event_loop.create_task(
+            self._stop_loop_when_no_running_tasks(log_rate=log_rate),
+        )
+        try:
+            self._event_loop.run_forever()
+        except Exception as e:
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.exception(
+                "Cleaning up after keyboard interrupt, please "
+                f"{format_loud('wait to Ctrl-C again')} until instructed to.",
+                exc_info=False,
+            )
+        finally:
+            self.shutdown()
+
+ +
+ +

Acting as the controller behind the curtain, the Operator class +is responsible for managing the knobs, switches, and dials +of the rest of the Mephisto architecture.

+ +

Most convenience scripts for using Mephisto will use an Operator +to get the job done, though this class itself is also a +good model to use to understand how the underlying +architecture works in order to build custom jobs or workflows.

+
+ + +
+
#   + + + Operator(db: mephisto.abstractions.database.MephistoDB) +
+ +
+ View Source + 
    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        self._task_runs_tracked: Dict[str, LiveTaskRun] = {}
+        self.is_shutdown = False
+
+        # Try to get an event loop. Only should be one
+        # operator per thread
+        has_loop = None
+        try:
+            has_loop = asyncio.get_running_loop()
+        except RuntimeError:
+            pass  # We want there to be no running loop
+        assert has_loop is None, "Can only run one operator loop per thread."
+
+        # Create the event loop for this operator.
+        self._event_loop = asyncio.new_event_loop()
+        self._loop_wrapper = LoopWrapper(self._event_loop)
+        self._run_tracker_task = self._event_loop.create_task(
+            self._track_and_kill_runs(),
+        )
+        self._stop_task: Optional[asyncio.Task] = None
+        self._using_prometheus = launch_prometheus_server()
+        start_metrics_server()
+
+ +
+ + + +
+
+
#   + + + def + get_running_task_runs(self) -> Dict[str, mephisto.operations.datatypes.LiveTaskRun]: +
+ +
+ View Source + 
    def get_running_task_runs(self) -> Dict[str, LiveTaskRun]:
+        """Return the currently running task runs and their handlers"""
+        return self._task_runs_tracked.copy()
+
+ +
+ +

Return the currently running task runs and their handlers

+
+ + +
+
+
#   + + + def + validate_and_run_config_or_die( + self, + run_config: omegaconf.dictconfig.DictConfig, + shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None +) -> str: +
+ +
+ View Source + 
    def validate_and_run_config_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run_or_die(run_config, shared_state=shared_state)
+
+ +
+ + + +
+
+
#   + + + def + launch_task_run_or_die( + self, + run_config: omegaconf.dictconfig.DictConfig, + shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None +) -> str: +
+ +
+ View Source + 
    def launch_task_run_or_die(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> str:
+        """
+        Parse the given arguments and launch a job.
+        """
+        set_mephisto_log_level(level=run_config.get("log_level", "info"))
+
+        requester, provider_type = self._get_requester_and_provider_from_config(
+            run_config
+        )
+
+        # Next get the abstraction classes, and run validation
+        # before anything is actually created in the database
+        blueprint_type = run_config.blueprint._blueprint_type
+        architect_type = run_config.architect._architect_type
+        BlueprintClass = get_blueprint_from_type(blueprint_type)
+        ArchitectClass = get_architect_from_type(architect_type)
+        CrowdProviderClass = get_crowd_provider_from_type(provider_type)
+
+        if shared_state is None:
+            shared_state = BlueprintClass.SharedStateClass()
+
+        BlueprintClass.assert_task_args(run_config, shared_state)
+        ArchitectClass.assert_task_args(run_config, shared_state)
+        CrowdProviderClass.assert_task_args(run_config, shared_state)
+
+        # Find an existing task or create a new one
+        task_name = run_config.task.get("task_name", None)
+        if task_name is None:
+            task_name = blueprint_type
+            logger.warning(
+                f"Task is using the default blueprint name {task_name} as a name, "
+                "as no task_name is provided"
+            )
+        tasks = self.db.find_tasks(task_name=task_name)
+        task_id = None
+        if len(tasks) == 0:
+            task_id = self.db.new_task(task_name, blueprint_type)
+        else:
+            task_id = tasks[0].db_id
+
+        logger.info(f"Creating a task run under task name: {task_name}")
+
+        # Create a new task run
+        new_run_id = self.db.new_task_run(
+            task_id,
+            requester.db_id,
+            json.dumps(OmegaConf.to_yaml(run_config, resolve=True)),
+            provider_type,
+            blueprint_type,
+            requester.is_sandbox(),
+        )
+        task_run = TaskRun.get(self.db, new_run_id)
+
+        live_run = self._create_live_task_run(
+            run_config,
+            shared_state,
+            task_run,
+            ArchitectClass,
+            BlueprintClass,
+            CrowdProviderClass,
+        )
+
+        try:
+            # If anything fails after here, we have to cleanup the architect
+            # Setup and deploy the server
+            built_dir = live_run.architect.prepare()
+            task_url = live_run.architect.deploy()
+
+            # TODO(#102) maybe the cleanup (destruction of the server configuration?) should only
+            # happen after everything has already been reviewed, this way it's possible to
+            # retrieve the exact build directory to review a task for real
+            live_run.architect.cleanup()
+
+            # Register the task with the provider
+            live_run.provider.setup_resources_for_task_run(
+                task_run, run_config, shared_state, task_url
+            )
+
+            live_run.client_io.launch_channels()
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error(
+                "Encountered error while launching run, shutting down", exc_info=True
+            )
+            try:
+                live_run.architect.shutdown()
+            except (KeyboardInterrupt, Exception) as architect_exception:
+                logger.exception(
+                    f"Could not shut down architect: {architect_exception}",
+                    exc_info=True,
+                )
+            raise e
+
+        live_run.task_launcher.create_assignments()
+        live_run.task_launcher.launch_units(task_url)
+
+        self._task_runs_tracked[task_run.db_id] = live_run
+        task_run.update_completion_progress(status=False)
+
+        return task_run.db_id
+
+ +
+ +

Parse the given arguments and launch a job.

+
+ + +
+
+
#   + + + def + force_shutdown(self, timeout=5): +
+ +
+ View Source + 
    def force_shutdown(self, timeout=5):
+        """
+        Force a best-effort shutdown of everything, letting no individual
+        shutdown step suspend for more than the timeout before moving on.
+
+        Skips waiting for in-flight assignments to rush the shutdown.
+
+        ** Should only be used in sandbox or test environments. **
+        """
+        self.is_shutdown = True
+
+        def end_launchers_and_expire_units():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.task_launcher.shutdown()
+                tracked_run.task_launcher.expire_units()
+
+        def end_architects():
+            for tracked_run in self._task_runs_tracked.values():
+                tracked_run.architect.shutdown()
+
+        def cleanup_runs():
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+
+        tasks = {
+            "expire-units": end_launchers_and_expire_units,
+            "end-architects": end_architects,
+            "cleanup-runs": cleanup_runs,
+        }
+
+        for tname, t in tasks.items():
+            shutdown_thread = threading.Thread(target=t, name=f"force-shutdown-{tname}")
+            shutdown_thread.start()
+            start_time = time.time()
+            while time.time() - start_time < timeout and shutdown_thread.is_alive():
+                time.sleep(0.5)
+            if not shutdown_thread.is_alive():
+                # Only join if the shutdown fully completed
+                shutdown_thread.join()
+        if self._event_loop.is_running():
+            self._event_loop.stop()
+        self._event_loop.run_until_complete(self.shutdown_async())
+
+ +
+ +

Force a best-effort shutdown of everything, letting no individual +shutdown step suspend for more than the timeout before moving on.

+ +

Skips waiting for in-flight assignments to rush the shutdown.

+ +

* Should only be used in sandbox or test environments. *

+
+ + +
+
+
#   + + + async def + shutdown_async(self): +
+ +
+ View Source + 
    async def shutdown_async(self):
+        """Shut down the asyncio parts of the Operator"""
+
+        if self._stop_task is not None:
+            await self._stop_task
+        await self._run_tracker_task
+
+ +
+ +

Shut down the asyncio parts of the Operator

+
+ + +
+
+
#   + + + def + shutdown(self, skip_input=True): +
+ +
+ View Source + 
    def shutdown(self, skip_input=True):
+        logger.info("operator shutting down")
+        self.is_shutdown = True
+        runs_to_check = list(self._task_runs_tracked.items())
+        for run_id, tracked_run in runs_to_check:
+            logger.info(f"Expiring units for task run {run_id}.")
+            try:
+                tracked_run.task_launcher.shutdown()
+            except (KeyboardInterrupt, SystemExit) as e:
+                logger.info(
+                    f"Skipping waiting for launcher threads to join on task run {run_id}."
+                )
+
+            def cant_cancel_expirations(self, sig, frame):
+                logging.warn(
+                    "Ignoring ^C during unit expirations. ^| if you NEED to exit and you will "
+                    "have to clean up units that hadn't been expired afterwards."
+                )
+
+            old_handler = signal.signal(signal.SIGINT, cant_cancel_expirations)
+            tracked_run.task_launcher.expire_units()
+            signal.signal(signal.SIGINT, old_handler)
+        try:
+            remaining_runs = self._task_runs_tracked.values()
+
+            while len(remaining_runs) > 0:
+                logger.info(
+                    f"Waiting on {len(remaining_runs)} task runs with assignments in-flight. "
+                    f"{format_loud('Ctrl-C ONCE')} to kill running tasks and FORCE QUIT."
+                )
+                next_runs = []
+                for tracked_run in remaining_runs:
+                    if tracked_run.task_run.get_is_completed():
+                        tracked_run.shutdown()
+                        tracked_run.architect.shutdown()
+                    else:
+                        next_runs.append(tracked_run)
+                if len(next_runs) > 0:
+                    time.sleep(30)
+                remaining_runs = next_runs
+        except Exception as e:
+            logger.exception(
+                f"Encountered problem during shutting down {e}", exc_info=True
+            )
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.warning(
+                "Skipping waiting for outstanding task completions, shutting down servers now!"
+                f"Follow cleanup instructions {format_loud('closely')} for proper cleanup.",
+            )
+            for tracked_run in remaining_runs:
+                logger.warning(
+                    f"Cleaning up run {tracked_run.task_run.db_id}. {format_loud('Ctrl-C once per step')} to skip that step."
+                )
+                try:
+                    logger.warning(f"Shutting down active Units in-flight.")
+                    tracked_run.worker_pool.disconnect_active_agents()
+                    tracked_run.task_runner.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Cleaning up remaining workers.")
+                    tracked_run.worker_pool.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Closing client communications.")
+                    tracked_run.client_io.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+                try:
+                    logger.warning(f"Shutting down servers")
+                    tracked_run.architect.shutdown()
+                except (KeyboardInterrupt, SystemExit) as e:
+                    logger.warning("Skipped!")
+        finally:
+            runs_to_close = list(self._task_runs_tracked.keys())
+            for run_id in runs_to_close:
+                self._task_runs_tracked[run_id].shutdown()
+            if self._event_loop.is_running():
+                self._event_loop.stop()
+            self._event_loop.run_until_complete(self.shutdown_async())
+            if self._using_prometheus:
+                shutdown_prometheus_server()
+
+ +
+ + + +
+
+
#   + + + def + validate_and_run_config( + self, + run_config: omegaconf.dictconfig.DictConfig, + shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None +) -> Union[str, NoneType]: +
+ +
+ View Source + 
    def validate_and_run_config(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        warn_once(
+            "`validate_and_run_config` functions are deprecated in 1.0, and will "
+            "be removed in Mephisto 1.1. Use `launch_task_run` versions instead."
+        )
+        return self.launch_task_run(run_config, shared_state=shared_state)
+
+ +
+ + + +
+
+
#   + + + def + launch_task_run( + self, + run_config: omegaconf.dictconfig.DictConfig, + shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None +) -> Union[str, NoneType]: +
+ +
+ View Source + 
    def launch_task_run(
+        self, run_config: DictConfig, shared_state: Optional[SharedTaskState] = None
+    ) -> Optional[str]:
+        """
+        Wrapper around validate_and_run_config_or_die that prints errors on
+        failure, rather than throwing. Generally for use in scripts.
+        """
+        assert (
+            not self.is_shutdown
+        ), "Cannot run a config on a shutdown operator. Create a new one."
+        try:
+            return self.launch_task_run_or_die(
+                run_config=run_config, shared_state=shared_state
+            )
+        except (KeyboardInterrupt, Exception) as e:
+            logger.error("Ran into error while launching run: ", exc_info=True)
+            return None
+
+ +
+ +

Wrapper around validate_and_run_config_or_die that prints errors on +failure, rather than throwing. Generally for use in scripts.

+
+ + +
+
+
#   + + + def + print_run_details(self): +
+ +
+ View Source + 
    def print_run_details(self):
+        """Print details about running tasks"""
+        for task in self.get_running_task_runs():
+            logger.info(f"Operator running task ID = {task}")
+
+ +
+ +

Print details about running tasks

+
+ + +
+
+
#   + + + def + wait_for_runs_then_shutdown( + self, + skip_input=False, + log_rate: Union[int, NoneType] = None +) -> None: +
+ +
+ View Source + 
    def wait_for_runs_then_shutdown(
+        self, skip_input=False, log_rate: Optional[int] = None
+    ) -> None:
+        """
+        Wait for task_runs to complete, and then shutdown.
+
+        Set log_rate to get print statements of currently running tasks
+        at the specified interval
+        """
+        asyncio.set_event_loop(self._event_loop)
+        self._stop_task = self._event_loop.create_task(
+            self._stop_loop_when_no_running_tasks(log_rate=log_rate),
+        )
+        try:
+            self._event_loop.run_forever()
+        except Exception as e:
+            import traceback
+
+            traceback.print_exc()
+        except (KeyboardInterrupt, SystemExit) as e:
+            logger.exception(
+                "Cleaning up after keyboard interrupt, please "
+                f"{format_loud('wait to Ctrl-C again')} until instructed to.",
+                exc_info=False,
+            )
+        finally:
+            self.shutdown()
+
+ +
+ +

Wait for task_runs to complete, and then shutdown.

+ +

Set log_rate to get print statements of currently running tasks +at the specified interval

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/registry.html b/docs/web/static/python_api/mephisto/operations/registry.html new file mode 100644 index 000000000..b3005b8db --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/registry.html @@ -0,0 +1,802 @@ + + + + + + + + + mephisto.operations.registry API documentation + + + + + + + + + +
+
+

+mephisto.operations.registry

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import Union, Type, Dict, Any, List, TYPE_CHECKING
+from mephisto.utils.dirs import get_root_dir, get_provider_dir
+from mephisto.operations.hydra_config import register_abstraction_config
+import importlib
+import os
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.blueprint import Blueprint
+    from mephisto.abstractions.crowd_provider import CrowdProvider
+    from mephisto.abstractions.architect import Architect
+
+
+BLUEPRINTS: Dict[str, Type["Blueprint"]] = {}
+ARCHITECTS: Dict[str, Type["Architect"]] = {}
+PROVIDERS: Dict[str, Type["CrowdProvider"]] = {}
+
+
+def register_mephisto_abstraction():
+    """
+    Decorator method for classes that extend a mephisto abstraction, used
+    to pull Mephisto abstractions out of anywhere that defines them.
+    """
+
+    def register_cls(
+        base_class: Union[Type["Blueprint"], Type["Architect"], Type["CrowdProvider"]]
+    ):
+        from mephisto.abstractions.blueprint import Blueprint
+        from mephisto.abstractions.crowd_provider import CrowdProvider
+        from mephisto.abstractions.architect import Architect
+
+        if issubclass(base_class, Blueprint):
+            name = base_class.BLUEPRINT_TYPE
+            BLUEPRINTS[name] = base_class
+            type_key = "blueprint"
+        elif issubclass(base_class, Architect):
+            name = base_class.ARCHITECT_TYPE
+            ARCHITECTS[name] = base_class
+            type_key = "architect"
+        elif issubclass(base_class, CrowdProvider):
+            name = base_class.PROVIDER_TYPE
+            PROVIDERS[name] = base_class
+            type_key = "provider"
+        else:
+            raise AssertionError(
+                f"Provided class {base_class} not a child of one of the mephisto "
+                "abstractions, expected one of Blueprint, Architect, or CrowdProvider."
+            )
+        register_abstraction_config(
+            name=name, node=base_class.ArgsClass, abstraction_type=type_key
+        )
+        return base_class
+
+    return register_cls
+
+
+def uses_mephisto(module: Any):
+    """
+    Register a module as having defined classes for special Mephisto abstractions.
+    Should be put in the __init__.py of the base module.
+    """
+    # TODO(#653) register the module and file path to the local mephisto registry file
+    pass
+
+
+def fill_registries():
+    """
+    Ensure that all of the required modules are picked up by the mephisto server
+    """
+    # TODO(#653) pick up on local file changes such that Mephisto won't need to be
+    # restarted to add new abstractions
+
+    # TODO(#653) pass through all of the use_mephisto modules in the local registry file
+    # to ensure that all of the modules are added
+
+    # TODO(WISH) these can be made recursive finds with os.walk to pass through subfolders
+    # Import Mephisto CrowdProviders
+    provider_root = get_provider_dir()
+    for dir_name in os.listdir(provider_root):
+        provider_dir = os.path.join(provider_root, dir_name)
+        if not os.path.isdir(provider_dir):
+            continue
+        for filename in os.listdir(provider_dir):
+            if filename.endswith("provider.py"):
+                provider_name = filename[: filename.find(".py")]
+                importlib.import_module(
+                    f"mephisto.abstractions.providers.{dir_name}.{provider_name}"
+                )
+
+    # Import Mephisto Architects
+    architect_root = os.path.join(
+        get_root_dir(), "mephisto", "abstractions", "architects"
+    )
+    for filename in os.listdir(architect_root):
+        if filename.endswith("architect.py"):
+            architect_name = filename[: filename.find(".py")]
+            importlib.import_module(
+                f"mephisto.abstractions.architects.{architect_name}"
+            )
+    # After imports are recursive, manage this more cleanly
+    importlib.import_module("mephisto.abstractions.architects.ec2.ec2_architect")
+
+    # Import Mephisto Blueprints
+    blueprint_root = os.path.join(
+        get_root_dir(), "mephisto", "abstractions", "blueprints"
+    )
+    for dir_name in os.listdir(blueprint_root):
+        blueprint_dir = os.path.join(blueprint_root, dir_name)
+        if not os.path.isdir(blueprint_dir):
+            continue
+        for filename in os.listdir(blueprint_dir):
+            if filename.endswith("blueprint.py"):
+                blueprint_name = filename[: filename.find(".py")]
+                importlib.import_module(
+                    f"mephisto.abstractions.blueprints.{dir_name}.{blueprint_name}"
+                )
+
+
+def get_crowd_provider_from_type(provider_type: str) -> Type["CrowdProvider"]:
+    """Return the crowd provider class for the given string"""
+    if provider_type in PROVIDERS:
+        return PROVIDERS[provider_type]
+    else:
+        raise NotImplementedError(
+            f"Missing provider type {provider_type}, is it registered?"
+        )
+
+
+def get_blueprint_from_type(task_type: str) -> Type["Blueprint"]:
+    """Return the blueprint class for the given string"""
+    if task_type in BLUEPRINTS:
+        return BLUEPRINTS[task_type]
+    else:
+        raise NotImplementedError(
+            f"Missing blueprint type {task_type}, is it registered?"
+        )
+
+
+def get_architect_from_type(architect_type: str) -> Type["Architect"]:
+    """Return the architect class for the given string"""
+    if architect_type in ARCHITECTS:
+        return ARCHITECTS[architect_type]
+    else:
+        raise NotImplementedError(
+            f"Missing architect type {architect_type}, is it registered?"
+        )
+
+
+def get_valid_provider_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(PROVIDERS.keys())
+
+
+def get_valid_blueprint_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(BLUEPRINTS.keys())
+
+
+def get_valid_architect_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(ARCHITECTS.keys())
+
+ +
+ +
+
+
#   + + BLUEPRINTS: dict[str, type[mephisto.abstractions.blueprint.Blueprint]] = {'parlai_chat': <class 'mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint'>, 'mock': <class 'mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint'>, 'static_task': <class 'mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint'>, 'remote_procedure': <class 'mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint'>, 'static_react_task': <class 'mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint'>} +
+ + + + +
+
+
#   + + ARCHITECTS: dict[str, type[mephisto.abstractions.architect.Architect]] = {'mock': <class 'mephisto.abstractions.architects.mock_architect.MockArchitect'>, 'local': <class 'mephisto.abstractions.architects.local_architect.LocalArchitect'>, 'heroku': <class 'mephisto.abstractions.architects.heroku_architect.HerokuArchitect'>, 'ec2': <class 'mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect'>} +
+ + + + +
+
+
#   + + PROVIDERS: dict[str, type[mephisto.abstractions.crowd_provider.CrowdProvider]] = {'mock': <class 'mephisto.abstractions.providers.mock.mock_provider.MockProvider'>, 'mturk': <class 'mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider'>, 'mturk_sandbox': <class 'mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider'>} +
+ + + + +
+
+
#   + + + def + register_mephisto_abstraction(): +
+ +
+ View Source + 
def register_mephisto_abstraction():
+    """
+    Decorator method for classes that extend a mephisto abstraction, used
+    to pull Mephisto abstractions out of anywhere that defines them.
+    """
+
+    def register_cls(
+        base_class: Union[Type["Blueprint"], Type["Architect"], Type["CrowdProvider"]]
+    ):
+        from mephisto.abstractions.blueprint import Blueprint
+        from mephisto.abstractions.crowd_provider import CrowdProvider
+        from mephisto.abstractions.architect import Architect
+
+        if issubclass(base_class, Blueprint):
+            name = base_class.BLUEPRINT_TYPE
+            BLUEPRINTS[name] = base_class
+            type_key = "blueprint"
+        elif issubclass(base_class, Architect):
+            name = base_class.ARCHITECT_TYPE
+            ARCHITECTS[name] = base_class
+            type_key = "architect"
+        elif issubclass(base_class, CrowdProvider):
+            name = base_class.PROVIDER_TYPE
+            PROVIDERS[name] = base_class
+            type_key = "provider"
+        else:
+            raise AssertionError(
+                f"Provided class {base_class} not a child of one of the mephisto "
+                "abstractions, expected one of Blueprint, Architect, or CrowdProvider."
+            )
+        register_abstraction_config(
+            name=name, node=base_class.ArgsClass, abstraction_type=type_key
+        )
+        return base_class
+
+    return register_cls
+
+ +
+ +

Decorator method for classes that extend a mephisto abstraction, used +to pull Mephisto abstractions out of anywhere that defines them.

+
+ + +
+
+
#   + + + def + uses_mephisto(module: Any): +
+ +
+ View Source + 
def uses_mephisto(module: Any):
+    """
+    Register a module as having defined classes for special Mephisto abstractions.
+    Should be put in the __init__.py of the base module.
+    """
+    # TODO(#653) register the module and file path to the local mephisto registry file
+    pass
+
+ +
+ +

Register a module as having defined classes for special Mephisto abstractions. +Should be put in the __init__.py of the base module.

+
+ + +
+
+
#   + + + def + fill_registries(): +
+ +
+ View Source + 
def fill_registries():
+    """
+    Ensure that all of the required modules are picked up by the mephisto server
+    """
+    # TODO(#653) pick up on local file changes such that Mephisto won't need to be
+    # restarted to add new abstractions
+
+    # TODO(#653) pass through all of the use_mephisto modules in the local registry file
+    # to ensure that all of the modules are added
+
+    # TODO(WISH) these can be made recursive finds with os.walk to pass through subfolders
+    # Import Mephisto CrowdProviders
+    provider_root = get_provider_dir()
+    for dir_name in os.listdir(provider_root):
+        provider_dir = os.path.join(provider_root, dir_name)
+        if not os.path.isdir(provider_dir):
+            continue
+        for filename in os.listdir(provider_dir):
+            if filename.endswith("provider.py"):
+                provider_name = filename[: filename.find(".py")]
+                importlib.import_module(
+                    f"mephisto.abstractions.providers.{dir_name}.{provider_name}"
+                )
+
+    # Import Mephisto Architects
+    architect_root = os.path.join(
+        get_root_dir(), "mephisto", "abstractions", "architects"
+    )
+    for filename in os.listdir(architect_root):
+        if filename.endswith("architect.py"):
+            architect_name = filename[: filename.find(".py")]
+            importlib.import_module(
+                f"mephisto.abstractions.architects.{architect_name}"
+            )
+    # After imports are recursive, manage this more cleanly
+    importlib.import_module("mephisto.abstractions.architects.ec2.ec2_architect")
+
+    # Import Mephisto Blueprints
+    blueprint_root = os.path.join(
+        get_root_dir(), "mephisto", "abstractions", "blueprints"
+    )
+    for dir_name in os.listdir(blueprint_root):
+        blueprint_dir = os.path.join(blueprint_root, dir_name)
+        if not os.path.isdir(blueprint_dir):
+            continue
+        for filename in os.listdir(blueprint_dir):
+            if filename.endswith("blueprint.py"):
+                blueprint_name = filename[: filename.find(".py")]
+                importlib.import_module(
+                    f"mephisto.abstractions.blueprints.{dir_name}.{blueprint_name}"
+                )
+
+ +
+ +

Ensure that all of the required modules are picked up by the mephisto server

+
+ + +
+
+
#   + + + def + get_crowd_provider_from_type( + provider_type: str +) -> type[mephisto.abstractions.crowd_provider.CrowdProvider]: +
+ +
+ View Source + 
def get_crowd_provider_from_type(provider_type: str) -> Type["CrowdProvider"]:
+    """Return the crowd provider class for the given string"""
+    if provider_type in PROVIDERS:
+        return PROVIDERS[provider_type]
+    else:
+        raise NotImplementedError(
+            f"Missing provider type {provider_type}, is it registered?"
+        )
+
+ +
+ +

Return the crowd provider class for the given string

+
+ + +
+
+
#   + + + def + get_blueprint_from_type(task_type: str) -> type[mephisto.abstractions.blueprint.Blueprint]: +
+ +
+ View Source + 
def get_blueprint_from_type(task_type: str) -> Type["Blueprint"]:
+    """Return the blueprint class for the given string"""
+    if task_type in BLUEPRINTS:
+        return BLUEPRINTS[task_type]
+    else:
+        raise NotImplementedError(
+            f"Missing blueprint type {task_type}, is it registered?"
+        )
+
+ +
+ +

Return the blueprint class for the given string

+
+ + +
+
+
#   + + + def + get_architect_from_type( + architect_type: str +) -> type[mephisto.abstractions.architect.Architect]: +
+ +
+ View Source + 
def get_architect_from_type(architect_type: str) -> Type["Architect"]:
+    """Return the architect class for the given string"""
+    if architect_type in ARCHITECTS:
+        return ARCHITECTS[architect_type]
+    else:
+        raise NotImplementedError(
+            f"Missing architect type {architect_type}, is it registered?"
+        )
+
+ +
+ +

Return the architect class for the given string

+
+ + +
+
+
#   + + + def + get_valid_provider_types() -> List[str]: +
+ +
+ View Source + 
def get_valid_provider_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(PROVIDERS.keys())
+
+ +
+ +

Return the valid provider types that are currently supported by +the mephisto framework

+
+ + +
+
+
#   + + + def + get_valid_blueprint_types() -> List[str]: +
+ +
+ View Source + 
def get_valid_blueprint_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(BLUEPRINTS.keys())
+
+ +
+ +

Return the valid provider types that are currently supported by +the mephisto framework

+
+ + +
+
+
#   + + + def + get_valid_architect_types() -> List[str]: +
+ +
+ View Source + 
def get_valid_architect_types() -> List[str]:
+    """
+    Return the valid provider types that are currently supported by
+    the mephisto framework
+    """
+    return list(ARCHITECTS.keys())
+
+ +
+ +

Return the valid provider types that are currently supported by +the mephisto framework

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/task_launcher.html b/docs/web/static/python_api/mephisto/operations/task_launcher.html new file mode 100644 index 000000000..1997144d4 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/task_launcher.html @@ -0,0 +1,1217 @@ + + + + + + + + + mephisto.operations.task_launcher API documentation + + + + + + + + + +
+
+

+mephisto.operations.task_launcher

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+from mephisto.data_model.assignment import (
+    Assignment,
+    InitializationData,
+    AssignmentState,
+)
+from mephisto.data_model.unit import (
+    Unit,
+    SCREENING_UNIT_INDEX,
+    GOLD_UNIT_INDEX,
+    COMPENSATION_UNIT_INDEX,
+)
+
+from typing import Dict, Optional, List, Any, TYPE_CHECKING, Iterator, Iterable
+from tqdm import tqdm  # type: ignore
+import os
+import time
+import enum
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+    from mephisto.abstractions.database import MephistoDB
+
+import threading
+from mephisto.utils.logger_core import get_logger
+import types
+
+logger = get_logger(name=__name__)
+
+UNIT_GENERATOR_WAIT_SECONDS = 10
+ASSIGNMENT_GENERATOR_WAIT_SECONDS = 0.5
+
+
+class GeneratorType(enum.Enum):
+    NONE = 0
+    UNIT = 1
+    ASSIGNMENT = 2
+
+
+class TaskLauncher:
+    """
+    This class is responsible for managing the process of registering
+    and launching units, including the steps for pre-processing
+    data and storing them locally for assignments when appropriate.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        task_run: "TaskRun",
+        assignment_data_iterator: Iterable[InitializationData],
+        max_num_concurrent_units: int = 0,
+    ):
+        """Prepare the task launcher to get it ready to launch the assignments"""
+        self.db = db
+        self.task_run = task_run
+        self.assignment_data_iterable = assignment_data_iterator
+        self.assignments: List[Assignment] = []
+        self.units: List[Unit] = []
+        self.provider_type = task_run.get_provider().PROVIDER_TYPE
+        self.UnitClass = task_run.get_provider().UnitClass
+        self.max_num_concurrent_units = max_num_concurrent_units
+        self.launched_units: Dict[str, Unit] = {}
+        self.unlaunched_units: Dict[str, Unit] = {}
+        self.keep_launching_units: bool = False
+        self.finished_generators: bool = False
+        self.assignment_thread_done: bool = True
+        self.launch_url: Optional[str] = None
+
+        self.unlaunched_units_access_condition = threading.Condition()
+        if isinstance(self.assignment_data_iterable, types.GeneratorType):
+            self.generator_type = GeneratorType.ASSIGNMENT
+            self.assignment_thread_done = False
+        elif max_num_concurrent_units != 0:
+            self.generator_type = GeneratorType.UNIT
+        else:
+            self.generator_type = GeneratorType.NONE
+        run_dir = task_run.get_run_dir()
+        os.makedirs(run_dir, exist_ok=True)
+
+        logger.debug(f"type of assignment data: {type(self.assignment_data_iterable)}")
+        self.units_thread: Optional[threading.Thread] = None
+        self.assignments_thread: Optional[threading.Thread] = None
+
+    def _create_single_assignment(self, assignment_data) -> None:
+        """Create a single assignment in the database using its read assignment_data"""
+        task_run = self.task_run
+        task_args = task_run.get_task_args()
+        assignment_id = self.db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        assignment = Assignment.get(self.db, assignment_id)
+        assignment.write_assignment_data(assignment_data)
+        self.assignments.append(assignment)
+        unit_count = len(assignment_data.unit_data)
+        for unit_idx in range(unit_count):
+            unit = self.UnitClass.new(
+                self.db, assignment, unit_idx, task_args.task_reward
+            )
+            self.units.append(unit)
+            with self.unlaunched_units_access_condition:
+                self.unlaunched_units[unit.db_id] = unit
+
+    def _try_generating_assignments(
+        self, assignment_data_iterator: Iterator[InitializationData]
+    ) -> None:
+        """Try to generate more assignments from the assignments_data_iterator"""
+        while not self.finished_generators:
+            try:
+                data = next(assignment_data_iterator)
+                self._create_single_assignment(data)
+            except StopIteration:
+                self.assignment_thread_done = True
+            time.sleep(ASSIGNMENT_GENERATOR_WAIT_SECONDS)
+
+    def create_assignments(self) -> None:
+        """Create an assignment and associated units for the generated assignment data"""
+        self.keep_launching_units = True
+        if self.generator_type != GeneratorType.ASSIGNMENT:
+            for data in self.assignment_data_iterable:
+                self._create_single_assignment(data)
+        else:
+            assert isinstance(
+                self.assignment_data_iterable, types.GeneratorType
+            ), "Must have assignment data generator for this"
+            self.assignments_thread = threading.Thread(
+                target=self._try_generating_assignments,
+                args=(self.assignment_data_iterable),
+                name="assignment-generator",
+            )
+            self.assignments_thread.start()
+
+    def generate_units(self):
+        """units generator which checks that only 'max_num_concurrent_units' running at the same time,
+        i.e. in the LAUNCHED or ASSIGNED states"""
+        while self.keep_launching_units:
+            units_id_to_remove = []
+            for db_id, unit in self.launched_units.items():
+                status = unit.get_status()
+                if (
+                    status != AssignmentState.LAUNCHED
+                    and status != AssignmentState.ASSIGNED
+                ):
+                    units_id_to_remove.append(db_id)
+            for db_id in units_id_to_remove:
+                self.launched_units.pop(db_id)
+
+            num_avail_units = self.max_num_concurrent_units - len(self.launched_units)
+            num_avail_units = (
+                len(self.unlaunched_units)
+                if self.max_num_concurrent_units == 0
+                else num_avail_units
+            )
+
+            units_id_to_remove = []
+            for i, item in enumerate(self.unlaunched_units.items()):
+                db_id, unit = item
+                if i < num_avail_units:
+                    self.launched_units[unit.db_id] = unit
+                    units_id_to_remove.append(db_id)
+                    yield unit
+                else:
+                    break
+            with self.unlaunched_units_access_condition:
+                for db_id in units_id_to_remove:
+                    self.unlaunched_units.pop(db_id)
+
+            time.sleep(UNIT_GENERATOR_WAIT_SECONDS)
+            if not self.unlaunched_units:
+                break
+
+    def _launch_limited_units(self, url: str) -> None:
+        """use units' generator to launch limited number of units according to (max_num_concurrent_units)"""
+        # Continue launching if we haven't pulled the plug, so long as there are currently
+        # units to launch, or more may come in the future.
+        while not self.finished_generators and (
+            len(self.unlaunched_units) > 0 or not self.assignment_thread_done
+        ):
+            for unit in self.generate_units():
+                if unit is None:
+                    break
+                unit.launch(url)
+            if self.generator_type == GeneratorType.NONE:
+                break
+        self.finished_generators = True
+
+    def launch_units(self, url: str) -> None:
+        """launch any units registered by this TaskLauncher"""
+        self.launch_url = url
+        self.units_thread = threading.Thread(
+            target=self._launch_limited_units, args=(url,), name="unit-generator"
+        )
+        self.units_thread.start()
+
+    def launch_evaluation_unit(
+        self, unit_data: Dict[str, Any], unit_type_index: int
+    ) -> "Unit":
+        """Launch a specific evaluation unit, used for quality control"""
+        assert (
+            self.launch_url is not None
+        ), "Cannot launch an evaluation unit before launching others"
+        task_run = self.task_run
+        task_args = task_run.get_task_args()
+        assignment_id = self.db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        data = InitializationData(unit_data, [{}])
+        assignment = Assignment.get(self.db, assignment_id)
+        assignment.write_assignment_data(data)
+        self.assignments.append(assignment)
+        evaluation_unit = self.UnitClass.new(
+            self.db, assignment, unit_type_index, task_args.task_reward
+        )
+        evaluation_unit.launch(self.launch_url)
+        return evaluation_unit
+
+    def launch_screening_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, SCREENING_UNIT_INDEX)
+
+    def launch_gold_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, GOLD_UNIT_INDEX)
+
+    def get_assignments_are_all_created(self) -> bool:
+        return self.assignment_thread_done
+
+    def expire_units(self) -> None:
+        """Clean up all units on this TaskLauncher"""
+        self.keep_launching_units = False
+        self.finished_generators = True
+        for unit in tqdm(self.units):
+            try:
+                unit.expire()
+            except Exception as e:
+                logger.exception(
+                    f"Warning: failed to expire unit {unit.db_id}. Stated error: {e}",
+                    exc_info=True,
+                )
+
+    def shutdown(self) -> None:
+        """Clean up running threads for generating assignments and units"""
+        self.assignment_thread_done = True
+        self.keep_launching_units = False
+        self.finished_generators = True
+        if self.assignments_thread is not None:
+            self.assignments_thread.join()
+        if self.units_thread is not None:
+            self.units_thread.join()
+
+ +
+ +
+
+
+ #   + + + class + GeneratorType(enum.Enum): +
+ +
+ View Source + 
class GeneratorType(enum.Enum):
+    NONE = 0
+    UNIT = 1
+    ASSIGNMENT = 2
+
+ +
+ +

An enumeration.

+
+ + +
+
#   + + NONE = <GeneratorType.NONE: 0> +
+ + + + +
+
+
#   + + UNIT = <GeneratorType.UNIT: 1> +
+ + + + +
+
+
#   + + ASSIGNMENT = <GeneratorType.ASSIGNMENT: 2> +
+ + + + +
+
+
Inherited Members
+
+
enum.Enum
+
name
+
value
+ +
+
+
+
+
+
+ #   + + + class + TaskLauncher: +
+ +
+ View Source + 
class TaskLauncher:
+    """
+    This class is responsible for managing the process of registering
+    and launching units, including the steps for pre-processing
+    data and storing them locally for assignments when appropriate.
+    """
+
+    def __init__(
+        self,
+        db: "MephistoDB",
+        task_run: "TaskRun",
+        assignment_data_iterator: Iterable[InitializationData],
+        max_num_concurrent_units: int = 0,
+    ):
+        """Prepare the task launcher to get it ready to launch the assignments"""
+        self.db = db
+        self.task_run = task_run
+        self.assignment_data_iterable = assignment_data_iterator
+        self.assignments: List[Assignment] = []
+        self.units: List[Unit] = []
+        self.provider_type = task_run.get_provider().PROVIDER_TYPE
+        self.UnitClass = task_run.get_provider().UnitClass
+        self.max_num_concurrent_units = max_num_concurrent_units
+        self.launched_units: Dict[str, Unit] = {}
+        self.unlaunched_units: Dict[str, Unit] = {}
+        self.keep_launching_units: bool = False
+        self.finished_generators: bool = False
+        self.assignment_thread_done: bool = True
+        self.launch_url: Optional[str] = None
+
+        self.unlaunched_units_access_condition = threading.Condition()
+        if isinstance(self.assignment_data_iterable, types.GeneratorType):
+            self.generator_type = GeneratorType.ASSIGNMENT
+            self.assignment_thread_done = False
+        elif max_num_concurrent_units != 0:
+            self.generator_type = GeneratorType.UNIT
+        else:
+            self.generator_type = GeneratorType.NONE
+        run_dir = task_run.get_run_dir()
+        os.makedirs(run_dir, exist_ok=True)
+
+        logger.debug(f"type of assignment data: {type(self.assignment_data_iterable)}")
+        self.units_thread: Optional[threading.Thread] = None
+        self.assignments_thread: Optional[threading.Thread] = None
+
+    def _create_single_assignment(self, assignment_data) -> None:
+        """Create a single assignment in the database using its read assignment_data"""
+        task_run = self.task_run
+        task_args = task_run.get_task_args()
+        assignment_id = self.db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        assignment = Assignment.get(self.db, assignment_id)
+        assignment.write_assignment_data(assignment_data)
+        self.assignments.append(assignment)
+        unit_count = len(assignment_data.unit_data)
+        for unit_idx in range(unit_count):
+            unit = self.UnitClass.new(
+                self.db, assignment, unit_idx, task_args.task_reward
+            )
+            self.units.append(unit)
+            with self.unlaunched_units_access_condition:
+                self.unlaunched_units[unit.db_id] = unit
+
+    def _try_generating_assignments(
+        self, assignment_data_iterator: Iterator[InitializationData]
+    ) -> None:
+        """Try to generate more assignments from the assignments_data_iterator"""
+        while not self.finished_generators:
+            try:
+                data = next(assignment_data_iterator)
+                self._create_single_assignment(data)
+            except StopIteration:
+                self.assignment_thread_done = True
+            time.sleep(ASSIGNMENT_GENERATOR_WAIT_SECONDS)
+
+    def create_assignments(self) -> None:
+        """Create an assignment and associated units for the generated assignment data"""
+        self.keep_launching_units = True
+        if self.generator_type != GeneratorType.ASSIGNMENT:
+            for data in self.assignment_data_iterable:
+                self._create_single_assignment(data)
+        else:
+            assert isinstance(
+                self.assignment_data_iterable, types.GeneratorType
+            ), "Must have assignment data generator for this"
+            self.assignments_thread = threading.Thread(
+                target=self._try_generating_assignments,
+                args=(self.assignment_data_iterable),
+                name="assignment-generator",
+            )
+            self.assignments_thread.start()
+
+    def generate_units(self):
+        """units generator which checks that only 'max_num_concurrent_units' running at the same time,
+        i.e. in the LAUNCHED or ASSIGNED states"""
+        while self.keep_launching_units:
+            units_id_to_remove = []
+            for db_id, unit in self.launched_units.items():
+                status = unit.get_status()
+                if (
+                    status != AssignmentState.LAUNCHED
+                    and status != AssignmentState.ASSIGNED
+                ):
+                    units_id_to_remove.append(db_id)
+            for db_id in units_id_to_remove:
+                self.launched_units.pop(db_id)
+
+            num_avail_units = self.max_num_concurrent_units - len(self.launched_units)
+            num_avail_units = (
+                len(self.unlaunched_units)
+                if self.max_num_concurrent_units == 0
+                else num_avail_units
+            )
+
+            units_id_to_remove = []
+            for i, item in enumerate(self.unlaunched_units.items()):
+                db_id, unit = item
+                if i < num_avail_units:
+                    self.launched_units[unit.db_id] = unit
+                    units_id_to_remove.append(db_id)
+                    yield unit
+                else:
+                    break
+            with self.unlaunched_units_access_condition:
+                for db_id in units_id_to_remove:
+                    self.unlaunched_units.pop(db_id)
+
+            time.sleep(UNIT_GENERATOR_WAIT_SECONDS)
+            if not self.unlaunched_units:
+                break
+
+    def _launch_limited_units(self, url: str) -> None:
+        """use units' generator to launch limited number of units according to (max_num_concurrent_units)"""
+        # Continue launching if we haven't pulled the plug, so long as there are currently
+        # units to launch, or more may come in the future.
+        while not self.finished_generators and (
+            len(self.unlaunched_units) > 0 or not self.assignment_thread_done
+        ):
+            for unit in self.generate_units():
+                if unit is None:
+                    break
+                unit.launch(url)
+            if self.generator_type == GeneratorType.NONE:
+                break
+        self.finished_generators = True
+
+    def launch_units(self, url: str) -> None:
+        """launch any units registered by this TaskLauncher"""
+        self.launch_url = url
+        self.units_thread = threading.Thread(
+            target=self._launch_limited_units, args=(url,), name="unit-generator"
+        )
+        self.units_thread.start()
+
+    def launch_evaluation_unit(
+        self, unit_data: Dict[str, Any], unit_type_index: int
+    ) -> "Unit":
+        """Launch a specific evaluation unit, used for quality control"""
+        assert (
+            self.launch_url is not None
+        ), "Cannot launch an evaluation unit before launching others"
+        task_run = self.task_run
+        task_args = task_run.get_task_args()
+        assignment_id = self.db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        data = InitializationData(unit_data, [{}])
+        assignment = Assignment.get(self.db, assignment_id)
+        assignment.write_assignment_data(data)
+        self.assignments.append(assignment)
+        evaluation_unit = self.UnitClass.new(
+            self.db, assignment, unit_type_index, task_args.task_reward
+        )
+        evaluation_unit.launch(self.launch_url)
+        return evaluation_unit
+
+    def launch_screening_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, SCREENING_UNIT_INDEX)
+
+    def launch_gold_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, GOLD_UNIT_INDEX)
+
+    def get_assignments_are_all_created(self) -> bool:
+        return self.assignment_thread_done
+
+    def expire_units(self) -> None:
+        """Clean up all units on this TaskLauncher"""
+        self.keep_launching_units = False
+        self.finished_generators = True
+        for unit in tqdm(self.units):
+            try:
+                unit.expire()
+            except Exception as e:
+                logger.exception(
+                    f"Warning: failed to expire unit {unit.db_id}. Stated error: {e}",
+                    exc_info=True,
+                )
+
+    def shutdown(self) -> None:
+        """Clean up running threads for generating assignments and units"""
+        self.assignment_thread_done = True
+        self.keep_launching_units = False
+        self.finished_generators = True
+        if self.assignments_thread is not None:
+            self.assignments_thread.join()
+        if self.units_thread is not None:
+            self.units_thread.join()
+
+ +
+ +

This class is responsible for managing the process of registering +and launching units, including the steps for pre-processing +data and storing them locally for assignments when appropriate.

+
+ + +
+
#   + + + TaskLauncher( + db: mephisto.abstractions.database.MephistoDB, + task_run: mephisto.data_model.task_run.TaskRun, + assignment_data_iterator: Iterable[mephisto.data_model.assignment.InitializationData], + max_num_concurrent_units: int = 0 +) +
+ +
+ View Source + 
    def __init__(
+        self,
+        db: "MephistoDB",
+        task_run: "TaskRun",
+        assignment_data_iterator: Iterable[InitializationData],
+        max_num_concurrent_units: int = 0,
+    ):
+        """Prepare the task launcher to get it ready to launch the assignments"""
+        self.db = db
+        self.task_run = task_run
+        self.assignment_data_iterable = assignment_data_iterator
+        self.assignments: List[Assignment] = []
+        self.units: List[Unit] = []
+        self.provider_type = task_run.get_provider().PROVIDER_TYPE
+        self.UnitClass = task_run.get_provider().UnitClass
+        self.max_num_concurrent_units = max_num_concurrent_units
+        self.launched_units: Dict[str, Unit] = {}
+        self.unlaunched_units: Dict[str, Unit] = {}
+        self.keep_launching_units: bool = False
+        self.finished_generators: bool = False
+        self.assignment_thread_done: bool = True
+        self.launch_url: Optional[str] = None
+
+        self.unlaunched_units_access_condition = threading.Condition()
+        if isinstance(self.assignment_data_iterable, types.GeneratorType):
+            self.generator_type = GeneratorType.ASSIGNMENT
+            self.assignment_thread_done = False
+        elif max_num_concurrent_units != 0:
+            self.generator_type = GeneratorType.UNIT
+        else:
+            self.generator_type = GeneratorType.NONE
+        run_dir = task_run.get_run_dir()
+        os.makedirs(run_dir, exist_ok=True)
+
+        logger.debug(f"type of assignment data: {type(self.assignment_data_iterable)}")
+        self.units_thread: Optional[threading.Thread] = None
+        self.assignments_thread: Optional[threading.Thread] = None
+
+ +
+ +

Prepare the task launcher to get it ready to launch the assignments

+
+ + +
+
+
#   + + + def + create_assignments(self) -> None: +
+ +
+ View Source + 
    def create_assignments(self) -> None:
+        """Create an assignment and associated units for the generated assignment data"""
+        self.keep_launching_units = True
+        if self.generator_type != GeneratorType.ASSIGNMENT:
+            for data in self.assignment_data_iterable:
+                self._create_single_assignment(data)
+        else:
+            assert isinstance(
+                self.assignment_data_iterable, types.GeneratorType
+            ), "Must have assignment data generator for this"
+            self.assignments_thread = threading.Thread(
+                target=self._try_generating_assignments,
+                args=(self.assignment_data_iterable),
+                name="assignment-generator",
+            )
+            self.assignments_thread.start()
+
+ +
+ +

Create an assignment and associated units for the generated assignment data

+
+ + +
+
+
#   + + + def + generate_units(self): +
+ +
+ View Source + 
    def generate_units(self):
+        """units generator which checks that only 'max_num_concurrent_units' running at the same time,
+        i.e. in the LAUNCHED or ASSIGNED states"""
+        while self.keep_launching_units:
+            units_id_to_remove = []
+            for db_id, unit in self.launched_units.items():
+                status = unit.get_status()
+                if (
+                    status != AssignmentState.LAUNCHED
+                    and status != AssignmentState.ASSIGNED
+                ):
+                    units_id_to_remove.append(db_id)
+            for db_id in units_id_to_remove:
+                self.launched_units.pop(db_id)
+
+            num_avail_units = self.max_num_concurrent_units - len(self.launched_units)
+            num_avail_units = (
+                len(self.unlaunched_units)
+                if self.max_num_concurrent_units == 0
+                else num_avail_units
+            )
+
+            units_id_to_remove = []
+            for i, item in enumerate(self.unlaunched_units.items()):
+                db_id, unit = item
+                if i < num_avail_units:
+                    self.launched_units[unit.db_id] = unit
+                    units_id_to_remove.append(db_id)
+                    yield unit
+                else:
+                    break
+            with self.unlaunched_units_access_condition:
+                for db_id in units_id_to_remove:
+                    self.unlaunched_units.pop(db_id)
+
+            time.sleep(UNIT_GENERATOR_WAIT_SECONDS)
+            if not self.unlaunched_units:
+                break
+
+ +
+ +

units generator which checks that only 'max_num_concurrent_units' running at the same time, +i.e. in the LAUNCHED or ASSIGNED states

+
+ + +
+
+
#   + + + def + launch_units(self, url: str) -> None: +
+ +
+ View Source + 
    def launch_units(self, url: str) -> None:
+        """launch any units registered by this TaskLauncher"""
+        self.launch_url = url
+        self.units_thread = threading.Thread(
+            target=self._launch_limited_units, args=(url,), name="unit-generator"
+        )
+        self.units_thread.start()
+
+ +
+ +

launch any units registered by this TaskLauncher

+
+ + +
+
+
#   + + + def + launch_evaluation_unit( + self, + unit_data: Dict[str, Any], + unit_type_index: int +) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    def launch_evaluation_unit(
+        self, unit_data: Dict[str, Any], unit_type_index: int
+    ) -> "Unit":
+        """Launch a specific evaluation unit, used for quality control"""
+        assert (
+            self.launch_url is not None
+        ), "Cannot launch an evaluation unit before launching others"
+        task_run = self.task_run
+        task_args = task_run.get_task_args()
+        assignment_id = self.db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        data = InitializationData(unit_data, [{}])
+        assignment = Assignment.get(self.db, assignment_id)
+        assignment.write_assignment_data(data)
+        self.assignments.append(assignment)
+        evaluation_unit = self.UnitClass.new(
+            self.db, assignment, unit_type_index, task_args.task_reward
+        )
+        evaluation_unit.launch(self.launch_url)
+        return evaluation_unit
+
+ +
+ +

Launch a specific evaluation unit, used for quality control

+
+ + +
+
+
#   + + + def + launch_screening_unit(self, unit_data: Dict[str, Any]) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    def launch_screening_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, SCREENING_UNIT_INDEX)
+
+ +
+ +

Launch a screening unit, which should never return to the pool

+
+ + +
+
+
#   + + + def + launch_gold_unit(self, unit_data: Dict[str, Any]) -> mephisto.data_model.unit.Unit: +
+ +
+ View Source + 
    def launch_gold_unit(self, unit_data: Dict[str, Any]) -> "Unit":
+        """Launch a screening unit, which should never return to the pool"""
+        return self.launch_evaluation_unit(unit_data, GOLD_UNIT_INDEX)
+
+ +
+ +

Launch a screening unit, which should never return to the pool

+
+ + +
+
+
#   + + + def + get_assignments_are_all_created(self) -> bool: +
+ +
+ View Source + 
    def get_assignments_are_all_created(self) -> bool:
+        return self.assignment_thread_done
+
+ +
+ + + +
+
+
#   + + + def + expire_units(self) -> None: +
+ +
+ View Source + 
    def expire_units(self) -> None:
+        """Clean up all units on this TaskLauncher"""
+        self.keep_launching_units = False
+        self.finished_generators = True
+        for unit in tqdm(self.units):
+            try:
+                unit.expire()
+            except Exception as e:
+                logger.exception(
+                    f"Warning: failed to expire unit {unit.db_id}. Stated error: {e}",
+                    exc_info=True,
+                )
+
+ +
+ +

Clean up all units on this TaskLauncher

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Clean up running threads for generating assignments and units"""
+        self.assignment_thread_done = True
+        self.keep_launching_units = False
+        self.finished_generators = True
+        if self.assignments_thread is not None:
+            self.assignments_thread.join()
+        if self.units_thread is not None:
+            self.units_thread.join()
+
+ +
+ +

Clean up running threads for generating assignments and units

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/operations/worker_pool.html b/docs/web/static/python_api/mephisto/operations/worker_pool.html new file mode 100644 index 000000000..952bf06c8 --- /dev/null +++ b/docs/web/static/python_api/mephisto/operations/worker_pool.html @@ -0,0 +1,2408 @@ + + + + + + + + + mephisto.operations.worker_pool API documentation + + + + + + + + + +
+
+

+mephisto.operations.worker_pool

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import time
+from functools import partial
+from dataclasses import dataclass, fields
+from prometheus_client import Histogram, Gauge, Counter  # type: ignore
+from mephisto.data_model.worker import Worker
+from mephisto.data_model.agent import Agent, OnboardingAgent
+from mephisto.utils.qualifications import worker_is_qualified
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.abstractions.blueprints.mixins.onboarding_required import (
+    OnboardingRequired,
+)
+from mephisto.abstractions.blueprints.mixins.screen_task_required import (
+    ScreenTaskRequired,
+)
+from mephisto.abstractions.blueprints.mixins.use_gold_unit import UseGoldUnit
+from mephisto.operations.task_launcher import (
+    SCREENING_UNIT_INDEX,
+    GOLD_UNIT_INDEX,
+)
+from mephisto.operations.datatypes import LiveTaskRun, WorkerFailureReasons
+
+from typing import Sequence, Dict, Union, Optional, List, Any, TYPE_CHECKING
+
+if TYPE_CHECKING:
+    from mephisto.data_model.unit import Unit
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.task_run import TaskRun
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+AGENT_DETAILS_COUNT = Counter(
+    "agent_details_responses", "Responses to agent details requests", ["response"]
+)
+AGENT_DETAILS_COUNT.labels(response="not_qualified")
+AGENT_DETAILS_COUNT.labels(response="no_available_units")
+AGENT_DETAILS_COUNT.labels(response="agent_missing")
+AGENT_DETAILS_COUNT.labels(response="reconnection")
+AGENT_DETAILS_COUNT.labels(response="assigned")
+AGENT_DETAILS_COUNT.labels(response="assigned_onboarding")
+ONBOARDING_OUTCOMES = Counter(
+    "worker_pool_onboarding_outcomes",
+    "Counts of onboarding outcomes as determined by the worker pool",
+    ["outcome"],
+)
+ONBOARDING_OUTCOMES.labels(outcome="launched")
+ONBOARDING_OUTCOMES.labels(outcome="passed")
+ONBOARDING_OUTCOMES.labels(outcome="failed")
+ACTIVE_ONBOARDINGS = Gauge(
+    "worker_pool_active_onboardings",
+    "Count of active onboardings as determined by the worker pool",
+)
+EXTERNAL_FUNCTION_LATENCY = Histogram(
+    "external_function_latency", "Latency for various user functions", ["function"]
+)
+EXTERNAL_FUNCTION_LATENCY.labels(function="get_init_data_for_agent")
+EXTERNAL_FUNCTION_LATENCY.labels(function="validate_onboarding")
+EXTERNAL_FUNCTION_LATENCY.labels(function="get_valid_units_for_worker")
+EXTERNAL_FUNCTION_LATENCY.labels(function="filter_units_for_worker")
+EXTERNAL_FUNCTION_LATENCY.labels(function="get_screening_unit_data")
+EXTERNAL_FUNCTION_LATENCY.labels(function="launch_screening_unit")
+EXTERNAL_FUNCTION_LATENCY.labels(function="get_gold_unit_data_for_worker")
+
+
+@dataclass
+class OnboardingInfo:
+    crowd_data: Dict[str, Any]
+    request_id: str
+
+
+@dataclass
+class AgentDetails:
+    """Class containing the information for a newly initialized frontend agent"""
+
+    worker_id: Optional[str] = None
+    agent_id: Optional[str] = None
+    init_task_data: Optional[Dict[str, Any]] = None
+    failure_reason: Optional[str] = None
+
+    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+
+class WorkerPool:
+    """
+    The WorkerPool is responsible for tracing the status and state of workers
+    and agents that are actively engaged in Mephisto tasks for a given task run. It is
+    responsible for delegating to other classes and controllers on particular status
+    transitions.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked agents
+        self.agents: Dict[str, "Agent"] = {}
+        self.onboarding_agents: Dict[str, "OnboardingAgent"] = {}
+        self.onboarding_infos: Dict[str, OnboardingInfo] = {}
+        # Agent status handling
+        self.last_status_check = time.time()
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this worker pool"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to a worker pool at a time"
+        self._live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this worker pool, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+    def get_agent_for_id(
+        self, agent_id: str
+    ) -> Optional[Union["Agent", "OnboardingAgent"]]:
+        """Temporary method to get an agent, while API is figured out"""
+        if agent_id in self.agents:
+            return self.agents[agent_id]
+        elif agent_id in self.onboarding_agents:
+            return self.onboarding_agents[agent_id]
+        return None
+
+    async def register_worker(
+        self, crowd_data: Dict[str, Any], request_id: str
+    ) -> None:
+        """
+        First process the worker registration, then hand off for
+        registering an agent
+        """
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        crowd_provider = live_run.provider
+        is_sandbox = crowd_provider.is_sandbox()
+        worker_name = crowd_data["worker_name"]
+        if crowd_provider.is_sandbox():
+            # TODO(WISH) there are better ways to get rid of this designation
+            worker_name += "_sandbox"
+        workers = await loop.run_in_executor(
+            None, partial(self.db.find_workers, worker_name=worker_name)
+        )
+        if len(workers) == 0:
+            worker = await loop.run_in_executor(
+                None,
+                partial(
+                    crowd_provider.WorkerClass.new_from_provider_data,
+                    self.db,
+                    crowd_data,
+                ),
+            )
+        else:
+            worker = workers[0]
+
+        is_qualified = await loop.run_in_executor(
+            None, partial(worker_is_qualified, worker, live_run.qualifications)
+        )
+        if not is_qualified:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED
+                ).to_dict(),
+            )
+        else:
+            await self.register_agent(crowd_data, worker, request_id)
+
+    async def _assign_unit_to_agent(
+        self,
+        crowd_data: Dict[str, Any],
+        worker: "Worker",
+        request_id: str,
+        units: List["Unit"],
+    ):
+        live_run = self.get_live_run()
+        task_run = live_run.task_run
+        loop = live_run.loop_wrap.loop
+        task_runner = live_run.task_runner
+        crowd_provider = live_run.provider
+
+        logger.debug(
+            f"Worker {worker.db_id} is being assigned one of {len(units)} units."
+        )
+
+        reserved_unit = None
+        while len(units) > 0 and reserved_unit is None:
+            unit = units.pop(0)
+            reserved_unit = task_run.reserve_unit(unit)
+        if reserved_unit is None:
+            AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                ).to_dict(),
+            )
+        else:
+            agent = await loop.run_in_executor(
+                None,
+                partial(
+                    crowd_provider.AgentClass.new_from_provider_data,
+                    self.db,
+                    worker,
+                    unit,
+                    crowd_data,
+                ),
+            )
+            agent.set_live_run(live_run)
+            live_run.client_io.associate_agent_with_registration(
+                agent.get_agent_id(),
+                request_id,
+                crowd_data["agent_registration_id"],
+            )
+            logger.debug(f"Created agent {agent}, {agent.db_id}.")
+
+            # TODO(#649) this is IO bound
+            with EXTERNAL_FUNCTION_LATENCY.labels(
+                function="get_init_data_for_agent"
+            ).time():
+                init_task_data = await loop.run_in_executor(
+                    None,
+                    partial(
+                        task_runner.get_init_data_for_agent,
+                        agent,
+                    ),
+                )
+
+            AGENT_DETAILS_COUNT.labels(response="assigned").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=init_task_data,
+                ).to_dict(),
+            )
+
+            self.agents[agent.get_agent_id()] = agent
+
+            # Launch individual tasks
+            if unit.unit_index < 0 or not live_run.task_runner.is_concurrent:
+                # Run the unit
+                live_run.task_runner.execute_unit(
+                    unit,
+                    agent,
+                )
+            else:
+                # See if the concurrent unit is ready to launch
+                assignment = await loop.run_in_executor(None, unit.get_assignment)
+                agents = await loop.run_in_executor(None, assignment.get_agents)
+                if None in agents:
+                    agent.update_status(AgentState.STATUS_WAITING)
+                    return  # need to wait for all agents to be here to launch
+
+                non_null_agents = [a for a in agents if a is not None]
+                # Launch the backend for this assignment
+                registered_agents = [
+                    self.agents[a.get_agent_id()]
+                    for a in non_null_agents
+                    if a is not None
+                ]
+
+                live_run.task_runner.execute_assignment(assignment, registered_agents)
+
+    async def register_agent_from_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Convert the onboarding agent to a full agent
+        """
+        logger.debug(f"Registering onboarding agent {onboarding_agent}")
+        onboarding_id = onboarding_agent.get_agent_id()
+        onboarding_agent_info = self.onboarding_agents.get(onboarding_id)
+
+        if onboarding_agent_info is None:
+            logger.warning(
+                f"Could not find info for onboarding agent {onboarding_id}, "
+                "but they submitted onboarding"
+            )
+            return
+
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        blueprint = live_run.blueprint
+        worker = onboarding_agent.get_worker()
+
+        assert (
+            isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+        ), "Should only be registering from onboarding if onboarding is required and set"
+
+        # Onboarding validation is run in thread, as we don't know execution time
+        with EXTERNAL_FUNCTION_LATENCY.labels(function="validate_onboarding").time():
+            worker_passed = await loop.run_in_executor(
+                None, partial(blueprint.validate_onboarding, worker, onboarding_agent)
+            )
+
+        assert blueprint.onboarding_qualification_name is not None
+        worker.grant_qualification(
+            blueprint.onboarding_qualification_name, int(worker_passed)
+        )
+        if not worker_passed:
+            ONBOARDING_OUTCOMES.labels(outcome="failed").inc()
+            worker.grant_qualification(
+                blueprint.onboarding_failed_name, int(worker_passed)
+            )
+            onboarding_agent.update_status(AgentState.STATUS_REJECTED)
+            logger.info(f"Onboarding agent {onboarding_id} failed onboarding")
+        else:
+            ONBOARDING_OUTCOMES.labels(outcome="passed").inc()
+            onboarding_agent.update_status(AgentState.STATUS_APPROVED)
+            logger.info(
+                f"Onboarding agent {onboarding_id} registered out from onboarding"
+            )
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None, partial(live_run.task_run.get_valid_units_for_worker, worker)
+            )
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            usable_units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        if not worker_passed:
+            # TODO(WISH) it may be worth investigating launching a dummy task for these
+            # instances where a worker has failed onboarding, but the onboarding
+            # task still allowed submission of the failed data (no front-end validation)
+            # units = [self.dummy_launcher.launch_dummy()]
+            # self._assign_unit_to_agent(..., units)
+            usable_units = []
+
+        onboarding_info = self.onboarding_infos[onboarding_agent.get_agent_id()]
+        crowd_data = onboarding_info.crowd_data
+        request_id = onboarding_info.request_id
+
+        # Assign to a unit
+        if len(usable_units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                ).to_dict(),
+            )
+        else:
+            await self._assign_unit_to_agent(
+                crowd_data, worker, request_id, usable_units
+            )
+
+    async def reconnect_agent(self, agent_id: str, request_id: str):
+        """When an agent reconnects, find and send the relevant data"""
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_runner = live_run.task_runner
+        agent = self.get_agent_for_id(agent_id)
+        if agent is None:
+            logger.info(
+                f"Looking for reconnecting agent {agent_id} but none found locally"
+            )
+            AGENT_DETAILS_COUNT.labels(response="agent_missing").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.TASK_MISSING,
+                ).to_dict(),
+            )
+            return
+        worker = agent.get_worker()
+        AGENT_DETAILS_COUNT.labels(response="reconnection").inc()
+        if isinstance(agent, OnboardingAgent):
+            blueprint = live_run.blueprint
+            assert (
+                isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+            )
+            onboard_data = blueprint.get_onboarding_data(worker.db_id)
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=onboard_data,
+                ).to_dict(),
+            )
+        else:
+            # TODO(#649) this is IO bound
+            with EXTERNAL_FUNCTION_LATENCY.labels(
+                function="get_init_data_for_agent"
+            ).time():
+                init_task_data = await loop.run_in_executor(
+                    None,
+                    partial(
+                        task_runner.get_init_data_for_agent,
+                        agent,
+                    ),
+                )
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=init_task_data,
+                ).to_dict(),
+            )
+
+    async def register_agent(
+        self, crowd_data: Dict[str, Any], worker: "Worker", request_id: str
+    ):
+        """Process an agent registration packet to register an agent, returning the agent_id"""
+        # Process a new agent
+        logger.debug(f"Registering agent {crowd_data}, {request_id}")
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_run = live_run.task_run
+        agent_registration_id = crowd_data["agent_registration_id"]
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = task_run.get_valid_units_for_worker(worker)
+        if len(units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                ).to_dict(),
+            )
+            logger.debug(
+                f"agent_registration_id {agent_registration_id}, had no valid units."
+            )
+            return
+
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        # If there's onboarding, see if this worker has already been disqualified
+        blueprint = live_run.blueprint
+        if isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding:
+            qual_name = blueprint.onboarding_qualification_name
+            assert (
+                qual_name is not None
+            ), "Cannot be using onboarding and have a null qual"
+            if worker.is_disqualified(qual_name):
+                AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                    ).to_dict(),
+                )
+                logger.debug(
+                    f"Worker {worker.db_id} is already disqualified by onboarding "
+                    f"qual {qual_name}."
+                )
+                return
+            elif not worker.is_qualified(qual_name):
+                # Send a packet with onboarding information
+                onboard_data = blueprint.get_onboarding_data(worker.db_id)
+                onboard_agent = OnboardingAgent.new(self.db, worker, task_run)
+                live_run.client_io.associate_agent_with_registration(
+                    onboard_agent.get_agent_id(),
+                    request_id,
+                    crowd_data["agent_registration_id"],
+                )
+                onboard_agent.state.set_init_state(onboard_data)
+                onboard_agent.set_live_run(live_run)
+                onboard_id = onboard_agent.get_agent_id()
+
+                # register onboarding agent
+                self.onboarding_agents[onboard_id] = onboard_agent
+                self.onboarding_infos[onboard_id] = OnboardingInfo(
+                    crowd_data=crowd_data,
+                    request_id=request_id,
+                )
+
+                ONBOARDING_OUTCOMES.labels(outcome="launched").inc()
+                ACTIVE_ONBOARDINGS.inc()
+                AGENT_DETAILS_COUNT.labels(response="assigned_onboarding").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        agent_id=onboard_id,
+                        init_task_data=onboard_data,
+                    ).to_dict(),
+                )
+                logger.info(
+                    f"{worker} is starting onboarding thread with "
+                    f"onboarding {onboard_agent}."
+                )
+
+                async def cleanup_onboarding():
+                    del self.onboarding_agents[onboard_id]
+                    del self.onboarding_infos[onboard_id]
+                    ACTIVE_ONBOARDINGS.dec()
+
+                # Run the onboarding
+                live_run.task_runner.execute_onboarding(
+                    onboard_agent, cleanup_onboarding
+                )
+                return
+        if isinstance(blueprint, ScreenTaskRequired) and blueprint.use_screening_task:
+            if (
+                blueprint.worker_needs_screening(worker)
+                and blueprint.should_generate_unit()
+            ):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_screening_unit_data"
+                ).time():
+                    screening_data = await loop.run_in_executor(
+                        None, blueprint.get_screening_unit_data
+                    )
+                if screening_data is not None:
+                    launcher = live_run.task_launcher
+                    assert (
+                        launcher is not None
+                    ), "LiveTaskRun must have launcher to use screening tasks"
+                    with EXTERNAL_FUNCTION_LATENCY.labels(
+                        function="launch_screening_unit"
+                    ).time():
+                        screen_unit = await loop.run_in_executor(
+                            None,
+                            partial(
+                                launcher.launch_screening_unit,
+                                screening_data,
+                            ),
+                        )
+                    units = [screen_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(
+                        f"No screening units left for {agent_registration_id}."
+                    )
+                    return
+        if isinstance(blueprint, UseGoldUnit) and blueprint.use_golds:
+            if blueprint.should_produce_gold_for_worker(worker):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_gold_unit_data_for_worker"
+                ).time():
+                    gold_data = await loop.run_in_executor(
+                        None, partial(blueprint.get_gold_unit_data_for_worker, worker)
+                    )
+                if gold_data is not None:
+                    launcher = live_run.task_launcher
+                    gold_unit = await loop.run_in_executor(
+                        None,
+                        partial(
+                            launcher.launch_gold_unit,
+                            gold_data,
+                        ),
+                    )
+                    units = [gold_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(f"No gold units left for {agent_registration_id}...")
+                    return
+
+        # Not onboarding, so just register directly
+        await self._assign_unit_to_agent(crowd_data, worker, request_id, units)
+
+    async def push_status_update(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> None:
+        """
+        Force a status update for a specific agent, pushing the db status to
+        the frontend client
+        """
+        status = agent.db_status
+        if isinstance(agent, OnboardingAgent):
+            if status in [AgentState.STATUS_APPROVED, AgentState.STATUS_REJECTED]:
+                # We don't expose the updated status directly to the frontend here
+                # Can be simplified if we improve how bootstrap-chat handles
+                # the transition of onboarding states
+                status = AgentState.STATUS_WAITING
+
+        live_run = self.get_live_run()
+        live_run.client_io.send_status_update(agent.get_agent_id(), status)
+
+    def handle_updated_agent_status(self, status_map: Dict[str, str]):
+        """
+        Handle updating the local statuses for agents based on
+        the previously reported agent statuses.
+
+        Takes as input a mapping from agent_id to server-side status
+        """
+        live_run = self.get_live_run()
+        for agent_id, status in status_map.items():
+            if status not in AgentState.valid():
+                logger.warning(f"Invalid status for agent {agent_id}: {status}")
+                continue
+            agent = self.get_agent_for_id(agent_id)
+            if agent is None:
+                # no longer tracking agent
+                continue
+            db_status = agent.get_status()
+            if status != db_status:
+                if status == AgentState.STATUS_COMPLETED:
+                    # Frontend agent completed but hasn't confirmed yet
+                    continue
+                if status != AgentState.STATUS_DISCONNECT:
+                    # Stale or reconnect, send a status update
+                    live_run.loop_wrap.execute_coro(
+                        self.push_status_update(self.agents[agent_id])
+                    )
+                    continue  # Only DISCONNECT can be marked remotely, rest are mismatch (except STATUS_COMPLETED)
+                agent.update_status(status)
+        pass
+
+    def disconnect_active_agents(self) -> None:
+        """
+        Under a forced shutdown, set the status of all current agents
+        to disconnected to clear their running tasks
+        """
+        for agent in self.agents.values():
+            agent.update_status(AgentState.STATUS_DISCONNECT)
+        for onboarding_agent in self.onboarding_agents.values():
+            onboarding_agent.update_status(AgentState.STATUS_DISCONNECT)
+
+    def shutdown(self) -> None:
+        """Mark shut down. Handle resource cleanup if necessary"""
+        self.is_shutdown = True
+
+ +
+ +
+
+
+ #   + + + class + OnboardingInfo: +
+ +
+ View Source + 
class OnboardingInfo:
+    crowd_data: Dict[str, Any]
+    request_id: str
+
+ +
+ +

OnboardingInfo(crowd_data: Dict[str, Any], request_id: str)

+
+ + +
+
#   + + + OnboardingInfo(crowd_data: Dict[str, Any], request_id: str) +
+ + + + +
+
+
+
+ #   + + + class + AgentDetails: +
+ +
+ View Source + 
class AgentDetails:
+    """Class containing the information for a newly initialized frontend agent"""
+
+    worker_id: Optional[str] = None
+    agent_id: Optional[str] = None
+    init_task_data: Optional[Dict[str, Any]] = None
+    failure_reason: Optional[str] = None
+
+    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+ +
+ +

Class containing the information for a newly initialized frontend agent

+
+ + +
+
#   + + + AgentDetails( + worker_id: Union[str, NoneType] = None, + agent_id: Union[str, NoneType] = None, + init_task_data: Union[Dict[str, Any], NoneType] = None, + failure_reason: Union[str, NoneType] = None +) +
+ + + + +
+
+
#   + + worker_id: Union[str, NoneType] = None +
+ + + + +
+
+
#   + + agent_id: Union[str, NoneType] = None +
+ + + + +
+
+
#   + + init_task_data: Union[Dict[str, Any], NoneType] = None +
+ + + + +
+
+
#   + + failure_reason: Union[str, NoneType] = None +
+ + + + +
+
+
#   + + + def + to_dict(self): +
+ +
+ View Source + 
    def to_dict(self):
+        return dict((field.name, getattr(self, field.name)) for field in fields(self))
+
+ +
+ + + +
+
+
+
+ #   + + + class + WorkerPool: +
+ +
+ View Source + 
class WorkerPool:
+    """
+    The WorkerPool is responsible for tracing the status and state of workers
+    and agents that are actively engaged in Mephisto tasks for a given task run. It is
+    responsible for delegating to other classes and controllers on particular status
+    transitions.
+    """
+
+    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked agents
+        self.agents: Dict[str, "Agent"] = {}
+        self.onboarding_agents: Dict[str, "OnboardingAgent"] = {}
+        self.onboarding_infos: Dict[str, OnboardingInfo] = {}
+        # Agent status handling
+        self.last_status_check = time.time()
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this worker pool"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to a worker pool at a time"
+        self._live_run = live_run
+
+    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this worker pool, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+    def get_agent_for_id(
+        self, agent_id: str
+    ) -> Optional[Union["Agent", "OnboardingAgent"]]:
+        """Temporary method to get an agent, while API is figured out"""
+        if agent_id in self.agents:
+            return self.agents[agent_id]
+        elif agent_id in self.onboarding_agents:
+            return self.onboarding_agents[agent_id]
+        return None
+
+    async def register_worker(
+        self, crowd_data: Dict[str, Any], request_id: str
+    ) -> None:
+        """
+        First process the worker registration, then hand off for
+        registering an agent
+        """
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        crowd_provider = live_run.provider
+        is_sandbox = crowd_provider.is_sandbox()
+        worker_name = crowd_data["worker_name"]
+        if crowd_provider.is_sandbox():
+            # TODO(WISH) there are better ways to get rid of this designation
+            worker_name += "_sandbox"
+        workers = await loop.run_in_executor(
+            None, partial(self.db.find_workers, worker_name=worker_name)
+        )
+        if len(workers) == 0:
+            worker = await loop.run_in_executor(
+                None,
+                partial(
+                    crowd_provider.WorkerClass.new_from_provider_data,
+                    self.db,
+                    crowd_data,
+                ),
+            )
+        else:
+            worker = workers[0]
+
+        is_qualified = await loop.run_in_executor(
+            None, partial(worker_is_qualified, worker, live_run.qualifications)
+        )
+        if not is_qualified:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED
+                ).to_dict(),
+            )
+        else:
+            await self.register_agent(crowd_data, worker, request_id)
+
+    async def _assign_unit_to_agent(
+        self,
+        crowd_data: Dict[str, Any],
+        worker: "Worker",
+        request_id: str,
+        units: List["Unit"],
+    ):
+        live_run = self.get_live_run()
+        task_run = live_run.task_run
+        loop = live_run.loop_wrap.loop
+        task_runner = live_run.task_runner
+        crowd_provider = live_run.provider
+
+        logger.debug(
+            f"Worker {worker.db_id} is being assigned one of {len(units)} units."
+        )
+
+        reserved_unit = None
+        while len(units) > 0 and reserved_unit is None:
+            unit = units.pop(0)
+            reserved_unit = task_run.reserve_unit(unit)
+        if reserved_unit is None:
+            AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                ).to_dict(),
+            )
+        else:
+            agent = await loop.run_in_executor(
+                None,
+                partial(
+                    crowd_provider.AgentClass.new_from_provider_data,
+                    self.db,
+                    worker,
+                    unit,
+                    crowd_data,
+                ),
+            )
+            agent.set_live_run(live_run)
+            live_run.client_io.associate_agent_with_registration(
+                agent.get_agent_id(),
+                request_id,
+                crowd_data["agent_registration_id"],
+            )
+            logger.debug(f"Created agent {agent}, {agent.db_id}.")
+
+            # TODO(#649) this is IO bound
+            with EXTERNAL_FUNCTION_LATENCY.labels(
+                function="get_init_data_for_agent"
+            ).time():
+                init_task_data = await loop.run_in_executor(
+                    None,
+                    partial(
+                        task_runner.get_init_data_for_agent,
+                        agent,
+                    ),
+                )
+
+            AGENT_DETAILS_COUNT.labels(response="assigned").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=init_task_data,
+                ).to_dict(),
+            )
+
+            self.agents[agent.get_agent_id()] = agent
+
+            # Launch individual tasks
+            if unit.unit_index < 0 or not live_run.task_runner.is_concurrent:
+                # Run the unit
+                live_run.task_runner.execute_unit(
+                    unit,
+                    agent,
+                )
+            else:
+                # See if the concurrent unit is ready to launch
+                assignment = await loop.run_in_executor(None, unit.get_assignment)
+                agents = await loop.run_in_executor(None, assignment.get_agents)
+                if None in agents:
+                    agent.update_status(AgentState.STATUS_WAITING)
+                    return  # need to wait for all agents to be here to launch
+
+                non_null_agents = [a for a in agents if a is not None]
+                # Launch the backend for this assignment
+                registered_agents = [
+                    self.agents[a.get_agent_id()]
+                    for a in non_null_agents
+                    if a is not None
+                ]
+
+                live_run.task_runner.execute_assignment(assignment, registered_agents)
+
+    async def register_agent_from_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Convert the onboarding agent to a full agent
+        """
+        logger.debug(f"Registering onboarding agent {onboarding_agent}")
+        onboarding_id = onboarding_agent.get_agent_id()
+        onboarding_agent_info = self.onboarding_agents.get(onboarding_id)
+
+        if onboarding_agent_info is None:
+            logger.warning(
+                f"Could not find info for onboarding agent {onboarding_id}, "
+                "but they submitted onboarding"
+            )
+            return
+
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        blueprint = live_run.blueprint
+        worker = onboarding_agent.get_worker()
+
+        assert (
+            isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+        ), "Should only be registering from onboarding if onboarding is required and set"
+
+        # Onboarding validation is run in thread, as we don't know execution time
+        with EXTERNAL_FUNCTION_LATENCY.labels(function="validate_onboarding").time():
+            worker_passed = await loop.run_in_executor(
+                None, partial(blueprint.validate_onboarding, worker, onboarding_agent)
+            )
+
+        assert blueprint.onboarding_qualification_name is not None
+        worker.grant_qualification(
+            blueprint.onboarding_qualification_name, int(worker_passed)
+        )
+        if not worker_passed:
+            ONBOARDING_OUTCOMES.labels(outcome="failed").inc()
+            worker.grant_qualification(
+                blueprint.onboarding_failed_name, int(worker_passed)
+            )
+            onboarding_agent.update_status(AgentState.STATUS_REJECTED)
+            logger.info(f"Onboarding agent {onboarding_id} failed onboarding")
+        else:
+            ONBOARDING_OUTCOMES.labels(outcome="passed").inc()
+            onboarding_agent.update_status(AgentState.STATUS_APPROVED)
+            logger.info(
+                f"Onboarding agent {onboarding_id} registered out from onboarding"
+            )
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None, partial(live_run.task_run.get_valid_units_for_worker, worker)
+            )
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            usable_units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        if not worker_passed:
+            # TODO(WISH) it may be worth investigating launching a dummy task for these
+            # instances where a worker has failed onboarding, but the onboarding
+            # task still allowed submission of the failed data (no front-end validation)
+            # units = [self.dummy_launcher.launch_dummy()]
+            # self._assign_unit_to_agent(..., units)
+            usable_units = []
+
+        onboarding_info = self.onboarding_infos[onboarding_agent.get_agent_id()]
+        crowd_data = onboarding_info.crowd_data
+        request_id = onboarding_info.request_id
+
+        # Assign to a unit
+        if len(usable_units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                ).to_dict(),
+            )
+        else:
+            await self._assign_unit_to_agent(
+                crowd_data, worker, request_id, usable_units
+            )
+
+    async def reconnect_agent(self, agent_id: str, request_id: str):
+        """When an agent reconnects, find and send the relevant data"""
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_runner = live_run.task_runner
+        agent = self.get_agent_for_id(agent_id)
+        if agent is None:
+            logger.info(
+                f"Looking for reconnecting agent {agent_id} but none found locally"
+            )
+            AGENT_DETAILS_COUNT.labels(response="agent_missing").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.TASK_MISSING,
+                ).to_dict(),
+            )
+            return
+        worker = agent.get_worker()
+        AGENT_DETAILS_COUNT.labels(response="reconnection").inc()
+        if isinstance(agent, OnboardingAgent):
+            blueprint = live_run.blueprint
+            assert (
+                isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+            )
+            onboard_data = blueprint.get_onboarding_data(worker.db_id)
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=onboard_data,
+                ).to_dict(),
+            )
+        else:
+            # TODO(#649) this is IO bound
+            with EXTERNAL_FUNCTION_LATENCY.labels(
+                function="get_init_data_for_agent"
+            ).time():
+                init_task_data = await loop.run_in_executor(
+                    None,
+                    partial(
+                        task_runner.get_init_data_for_agent,
+                        agent,
+                    ),
+                )
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=init_task_data,
+                ).to_dict(),
+            )
+
+    async def register_agent(
+        self, crowd_data: Dict[str, Any], worker: "Worker", request_id: str
+    ):
+        """Process an agent registration packet to register an agent, returning the agent_id"""
+        # Process a new agent
+        logger.debug(f"Registering agent {crowd_data}, {request_id}")
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_run = live_run.task_run
+        agent_registration_id = crowd_data["agent_registration_id"]
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = task_run.get_valid_units_for_worker(worker)
+        if len(units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                ).to_dict(),
+            )
+            logger.debug(
+                f"agent_registration_id {agent_registration_id}, had no valid units."
+            )
+            return
+
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        # If there's onboarding, see if this worker has already been disqualified
+        blueprint = live_run.blueprint
+        if isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding:
+            qual_name = blueprint.onboarding_qualification_name
+            assert (
+                qual_name is not None
+            ), "Cannot be using onboarding and have a null qual"
+            if worker.is_disqualified(qual_name):
+                AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                    ).to_dict(),
+                )
+                logger.debug(
+                    f"Worker {worker.db_id} is already disqualified by onboarding "
+                    f"qual {qual_name}."
+                )
+                return
+            elif not worker.is_qualified(qual_name):
+                # Send a packet with onboarding information
+                onboard_data = blueprint.get_onboarding_data(worker.db_id)
+                onboard_agent = OnboardingAgent.new(self.db, worker, task_run)
+                live_run.client_io.associate_agent_with_registration(
+                    onboard_agent.get_agent_id(),
+                    request_id,
+                    crowd_data["agent_registration_id"],
+                )
+                onboard_agent.state.set_init_state(onboard_data)
+                onboard_agent.set_live_run(live_run)
+                onboard_id = onboard_agent.get_agent_id()
+
+                # register onboarding agent
+                self.onboarding_agents[onboard_id] = onboard_agent
+                self.onboarding_infos[onboard_id] = OnboardingInfo(
+                    crowd_data=crowd_data,
+                    request_id=request_id,
+                )
+
+                ONBOARDING_OUTCOMES.labels(outcome="launched").inc()
+                ACTIVE_ONBOARDINGS.inc()
+                AGENT_DETAILS_COUNT.labels(response="assigned_onboarding").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        agent_id=onboard_id,
+                        init_task_data=onboard_data,
+                    ).to_dict(),
+                )
+                logger.info(
+                    f"{worker} is starting onboarding thread with "
+                    f"onboarding {onboard_agent}."
+                )
+
+                async def cleanup_onboarding():
+                    del self.onboarding_agents[onboard_id]
+                    del self.onboarding_infos[onboard_id]
+                    ACTIVE_ONBOARDINGS.dec()
+
+                # Run the onboarding
+                live_run.task_runner.execute_onboarding(
+                    onboard_agent, cleanup_onboarding
+                )
+                return
+        if isinstance(blueprint, ScreenTaskRequired) and blueprint.use_screening_task:
+            if (
+                blueprint.worker_needs_screening(worker)
+                and blueprint.should_generate_unit()
+            ):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_screening_unit_data"
+                ).time():
+                    screening_data = await loop.run_in_executor(
+                        None, blueprint.get_screening_unit_data
+                    )
+                if screening_data is not None:
+                    launcher = live_run.task_launcher
+                    assert (
+                        launcher is not None
+                    ), "LiveTaskRun must have launcher to use screening tasks"
+                    with EXTERNAL_FUNCTION_LATENCY.labels(
+                        function="launch_screening_unit"
+                    ).time():
+                        screen_unit = await loop.run_in_executor(
+                            None,
+                            partial(
+                                launcher.launch_screening_unit,
+                                screening_data,
+                            ),
+                        )
+                    units = [screen_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(
+                        f"No screening units left for {agent_registration_id}."
+                    )
+                    return
+        if isinstance(blueprint, UseGoldUnit) and blueprint.use_golds:
+            if blueprint.should_produce_gold_for_worker(worker):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_gold_unit_data_for_worker"
+                ).time():
+                    gold_data = await loop.run_in_executor(
+                        None, partial(blueprint.get_gold_unit_data_for_worker, worker)
+                    )
+                if gold_data is not None:
+                    launcher = live_run.task_launcher
+                    gold_unit = await loop.run_in_executor(
+                        None,
+                        partial(
+                            launcher.launch_gold_unit,
+                            gold_data,
+                        ),
+                    )
+                    units = [gold_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(f"No gold units left for {agent_registration_id}...")
+                    return
+
+        # Not onboarding, so just register directly
+        await self._assign_unit_to_agent(crowd_data, worker, request_id, units)
+
+    async def push_status_update(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> None:
+        """
+        Force a status update for a specific agent, pushing the db status to
+        the frontend client
+        """
+        status = agent.db_status
+        if isinstance(agent, OnboardingAgent):
+            if status in [AgentState.STATUS_APPROVED, AgentState.STATUS_REJECTED]:
+                # We don't expose the updated status directly to the frontend here
+                # Can be simplified if we improve how bootstrap-chat handles
+                # the transition of onboarding states
+                status = AgentState.STATUS_WAITING
+
+        live_run = self.get_live_run()
+        live_run.client_io.send_status_update(agent.get_agent_id(), status)
+
+    def handle_updated_agent_status(self, status_map: Dict[str, str]):
+        """
+        Handle updating the local statuses for agents based on
+        the previously reported agent statuses.
+
+        Takes as input a mapping from agent_id to server-side status
+        """
+        live_run = self.get_live_run()
+        for agent_id, status in status_map.items():
+            if status not in AgentState.valid():
+                logger.warning(f"Invalid status for agent {agent_id}: {status}")
+                continue
+            agent = self.get_agent_for_id(agent_id)
+            if agent is None:
+                # no longer tracking agent
+                continue
+            db_status = agent.get_status()
+            if status != db_status:
+                if status == AgentState.STATUS_COMPLETED:
+                    # Frontend agent completed but hasn't confirmed yet
+                    continue
+                if status != AgentState.STATUS_DISCONNECT:
+                    # Stale or reconnect, send a status update
+                    live_run.loop_wrap.execute_coro(
+                        self.push_status_update(self.agents[agent_id])
+                    )
+                    continue  # Only DISCONNECT can be marked remotely, rest are mismatch (except STATUS_COMPLETED)
+                agent.update_status(status)
+        pass
+
+    def disconnect_active_agents(self) -> None:
+        """
+        Under a forced shutdown, set the status of all current agents
+        to disconnected to clear their running tasks
+        """
+        for agent in self.agents.values():
+            agent.update_status(AgentState.STATUS_DISCONNECT)
+        for onboarding_agent in self.onboarding_agents.values():
+            onboarding_agent.update_status(AgentState.STATUS_DISCONNECT)
+
+    def shutdown(self) -> None:
+        """Mark shut down. Handle resource cleanup if necessary"""
+        self.is_shutdown = True
+
+ +
+ +

The WorkerPool is responsible for tracing the status and state of workers +and agents that are actively engaged in Mephisto tasks for a given task run. It is +responsible for delegating to other classes and controllers on particular status +transitions.

+
+ + +
+
#   + + + WorkerPool(db: mephisto.abstractions.database.MephistoDB) +
+ +
+ View Source + 
    def __init__(self, db: "MephistoDB"):
+        self.db = db
+        # Tracked agents
+        self.agents: Dict[str, "Agent"] = {}
+        self.onboarding_agents: Dict[str, "OnboardingAgent"] = {}
+        self.onboarding_infos: Dict[str, OnboardingInfo] = {}
+        # Agent status handling
+        self.last_status_check = time.time()
+
+        self.is_shutdown = False
+
+        # Deferred initializiation
+        self._live_run: Optional["LiveTaskRun"] = None
+
+ +
+ + + +
+
+
#   + + + def + register_run(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None: +
+ +
+ View Source + 
    def register_run(self, live_run: "LiveTaskRun") -> None:
+        """Register a live run for this worker pool"""
+        assert (
+            self._live_run is None
+        ), "Cannot associate more than one live run to a worker pool at a time"
+        self._live_run = live_run
+
+ +
+ +

Register a live run for this worker pool

+
+ + +
+
+
#   + + + def + get_live_run(self) -> mephisto.operations.datatypes.LiveTaskRun: +
+ +
+ View Source + 
    def get_live_run(self) -> "LiveTaskRun":
+        """Get the associated live run for this worker pool, asserting it's set"""
+        live_run = self._live_run
+        assert live_run is not None, "Live run must be registered to use this"
+        return live_run
+
+ +
+ +

Get the associated live run for this worker pool, asserting it's set

+
+ + +
+
+
#   + + + def + get_agent_for_id( + self, + agent_id: str +) -> Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent, NoneType]: +
+ +
+ View Source + 
    def get_agent_for_id(
+        self, agent_id: str
+    ) -> Optional[Union["Agent", "OnboardingAgent"]]:
+        """Temporary method to get an agent, while API is figured out"""
+        if agent_id in self.agents:
+            return self.agents[agent_id]
+        elif agent_id in self.onboarding_agents:
+            return self.onboarding_agents[agent_id]
+        return None
+
+ +
+ +

Temporary method to get an agent, while API is figured out

+
+ + +
+
+
#   + + + async def + register_worker(self, crowd_data: Dict[str, Any], request_id: str) -> None: +
+ +
+ View Source + 
    async def register_worker(
+        self, crowd_data: Dict[str, Any], request_id: str
+    ) -> None:
+        """
+        First process the worker registration, then hand off for
+        registering an agent
+        """
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        crowd_provider = live_run.provider
+        is_sandbox = crowd_provider.is_sandbox()
+        worker_name = crowd_data["worker_name"]
+        if crowd_provider.is_sandbox():
+            # TODO(WISH) there are better ways to get rid of this designation
+            worker_name += "_sandbox"
+        workers = await loop.run_in_executor(
+            None, partial(self.db.find_workers, worker_name=worker_name)
+        )
+        if len(workers) == 0:
+            worker = await loop.run_in_executor(
+                None,
+                partial(
+                    crowd_provider.WorkerClass.new_from_provider_data,
+                    self.db,
+                    crowd_data,
+                ),
+            )
+        else:
+            worker = workers[0]
+
+        is_qualified = await loop.run_in_executor(
+            None, partial(worker_is_qualified, worker, live_run.qualifications)
+        )
+        if not is_qualified:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED
+                ).to_dict(),
+            )
+        else:
+            await self.register_agent(crowd_data, worker, request_id)
+
+ +
+ +

First process the worker registration, then hand off for +registering an agent

+
+ + +
+
+
#   + + + async def + register_agent_from_onboarding(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent): +
+ +
+ View Source + 
    async def register_agent_from_onboarding(self, onboarding_agent: "OnboardingAgent"):
+        """
+        Convert the onboarding agent to a full agent
+        """
+        logger.debug(f"Registering onboarding agent {onboarding_agent}")
+        onboarding_id = onboarding_agent.get_agent_id()
+        onboarding_agent_info = self.onboarding_agents.get(onboarding_id)
+
+        if onboarding_agent_info is None:
+            logger.warning(
+                f"Could not find info for onboarding agent {onboarding_id}, "
+                "but they submitted onboarding"
+            )
+            return
+
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        blueprint = live_run.blueprint
+        worker = onboarding_agent.get_worker()
+
+        assert (
+            isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+        ), "Should only be registering from onboarding if onboarding is required and set"
+
+        # Onboarding validation is run in thread, as we don't know execution time
+        with EXTERNAL_FUNCTION_LATENCY.labels(function="validate_onboarding").time():
+            worker_passed = await loop.run_in_executor(
+                None, partial(blueprint.validate_onboarding, worker, onboarding_agent)
+            )
+
+        assert blueprint.onboarding_qualification_name is not None
+        worker.grant_qualification(
+            blueprint.onboarding_qualification_name, int(worker_passed)
+        )
+        if not worker_passed:
+            ONBOARDING_OUTCOMES.labels(outcome="failed").inc()
+            worker.grant_qualification(
+                blueprint.onboarding_failed_name, int(worker_passed)
+            )
+            onboarding_agent.update_status(AgentState.STATUS_REJECTED)
+            logger.info(f"Onboarding agent {onboarding_id} failed onboarding")
+        else:
+            ONBOARDING_OUTCOMES.labels(outcome="passed").inc()
+            onboarding_agent.update_status(AgentState.STATUS_APPROVED)
+            logger.info(
+                f"Onboarding agent {onboarding_id} registered out from onboarding"
+            )
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None, partial(live_run.task_run.get_valid_units_for_worker, worker)
+            )
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            usable_units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        if not worker_passed:
+            # TODO(WISH) it may be worth investigating launching a dummy task for these
+            # instances where a worker has failed onboarding, but the onboarding
+            # task still allowed submission of the failed data (no front-end validation)
+            # units = [self.dummy_launcher.launch_dummy()]
+            # self._assign_unit_to_agent(..., units)
+            usable_units = []
+
+        onboarding_info = self.onboarding_infos[onboarding_agent.get_agent_id()]
+        crowd_data = onboarding_info.crowd_data
+        request_id = onboarding_info.request_id
+
+        # Assign to a unit
+        if len(usable_units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                ).to_dict(),
+            )
+        else:
+            await self._assign_unit_to_agent(
+                crowd_data, worker, request_id, usable_units
+            )
+
+ +
+ +

Convert the onboarding agent to a full agent

+
+ + +
+
+
#   + + + async def + reconnect_agent(self, agent_id: str, request_id: str): +
+ +
+ View Source + 
    async def reconnect_agent(self, agent_id: str, request_id: str):
+        """When an agent reconnects, find and send the relevant data"""
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_runner = live_run.task_runner
+        agent = self.get_agent_for_id(agent_id)
+        if agent is None:
+            logger.info(
+                f"Looking for reconnecting agent {agent_id} but none found locally"
+            )
+            AGENT_DETAILS_COUNT.labels(response="agent_missing").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    failure_reason=WorkerFailureReasons.TASK_MISSING,
+                ).to_dict(),
+            )
+            return
+        worker = agent.get_worker()
+        AGENT_DETAILS_COUNT.labels(response="reconnection").inc()
+        if isinstance(agent, OnboardingAgent):
+            blueprint = live_run.blueprint
+            assert (
+                isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding
+            )
+            onboard_data = blueprint.get_onboarding_data(worker.db_id)
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=onboard_data,
+                ).to_dict(),
+            )
+        else:
+            # TODO(#649) this is IO bound
+            with EXTERNAL_FUNCTION_LATENCY.labels(
+                function="get_init_data_for_agent"
+            ).time():
+                init_task_data = await loop.run_in_executor(
+                    None,
+                    partial(
+                        task_runner.get_init_data_for_agent,
+                        agent,
+                    ),
+                )
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    agent_id=agent.get_agent_id(),
+                    init_task_data=init_task_data,
+                ).to_dict(),
+            )
+
+ +
+ +

When an agent reconnects, find and send the relevant data

+
+ + +
+
+
#   + + + async def + register_agent( + self, + crowd_data: Dict[str, Any], + worker: mephisto.data_model.worker.Worker, + request_id: str +): +
+ +
+ View Source + 
    async def register_agent(
+        self, crowd_data: Dict[str, Any], worker: "Worker", request_id: str
+    ):
+        """Process an agent registration packet to register an agent, returning the agent_id"""
+        # Process a new agent
+        logger.debug(f"Registering agent {crowd_data}, {request_id}")
+        live_run = self.get_live_run()
+        loop = live_run.loop_wrap.loop
+        task_run = live_run.task_run
+        agent_registration_id = crowd_data["agent_registration_id"]
+
+        # get the list of tentatively valid units
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="get_valid_units_for_worker"
+        ).time():
+            units = task_run.get_valid_units_for_worker(worker)
+        if len(units) == 0:
+            AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+            live_run.client_io.enqueue_agent_details(
+                request_id,
+                AgentDetails(
+                    worker_id=worker.db_id,
+                    failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                ).to_dict(),
+            )
+            logger.debug(
+                f"agent_registration_id {agent_registration_id}, had no valid units."
+            )
+            return
+
+        with EXTERNAL_FUNCTION_LATENCY.labels(
+            function="filter_units_for_worker"
+        ).time():
+            units = await loop.run_in_executor(
+                None,
+                partial(live_run.task_runner.filter_units_for_worker, units, worker),
+            )
+
+        # If there's onboarding, see if this worker has already been disqualified
+        blueprint = live_run.blueprint
+        if isinstance(blueprint, OnboardingRequired) and blueprint.use_onboarding:
+            qual_name = blueprint.onboarding_qualification_name
+            assert (
+                qual_name is not None
+            ), "Cannot be using onboarding and have a null qual"
+            if worker.is_disqualified(qual_name):
+                AGENT_DETAILS_COUNT.labels(response="not_qualified").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        failure_reason=WorkerFailureReasons.NOT_QUALIFIED,
+                    ).to_dict(),
+                )
+                logger.debug(
+                    f"Worker {worker.db_id} is already disqualified by onboarding "
+                    f"qual {qual_name}."
+                )
+                return
+            elif not worker.is_qualified(qual_name):
+                # Send a packet with onboarding information
+                onboard_data = blueprint.get_onboarding_data(worker.db_id)
+                onboard_agent = OnboardingAgent.new(self.db, worker, task_run)
+                live_run.client_io.associate_agent_with_registration(
+                    onboard_agent.get_agent_id(),
+                    request_id,
+                    crowd_data["agent_registration_id"],
+                )
+                onboard_agent.state.set_init_state(onboard_data)
+                onboard_agent.set_live_run(live_run)
+                onboard_id = onboard_agent.get_agent_id()
+
+                # register onboarding agent
+                self.onboarding_agents[onboard_id] = onboard_agent
+                self.onboarding_infos[onboard_id] = OnboardingInfo(
+                    crowd_data=crowd_data,
+                    request_id=request_id,
+                )
+
+                ONBOARDING_OUTCOMES.labels(outcome="launched").inc()
+                ACTIVE_ONBOARDINGS.inc()
+                AGENT_DETAILS_COUNT.labels(response="assigned_onboarding").inc()
+                live_run.client_io.enqueue_agent_details(
+                    request_id,
+                    AgentDetails(
+                        worker_id=worker.db_id,
+                        agent_id=onboard_id,
+                        init_task_data=onboard_data,
+                    ).to_dict(),
+                )
+                logger.info(
+                    f"{worker} is starting onboarding thread with "
+                    f"onboarding {onboard_agent}."
+                )
+
+                async def cleanup_onboarding():
+                    del self.onboarding_agents[onboard_id]
+                    del self.onboarding_infos[onboard_id]
+                    ACTIVE_ONBOARDINGS.dec()
+
+                # Run the onboarding
+                live_run.task_runner.execute_onboarding(
+                    onboard_agent, cleanup_onboarding
+                )
+                return
+        if isinstance(blueprint, ScreenTaskRequired) and blueprint.use_screening_task:
+            if (
+                blueprint.worker_needs_screening(worker)
+                and blueprint.should_generate_unit()
+            ):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_screening_unit_data"
+                ).time():
+                    screening_data = await loop.run_in_executor(
+                        None, blueprint.get_screening_unit_data
+                    )
+                if screening_data is not None:
+                    launcher = live_run.task_launcher
+                    assert (
+                        launcher is not None
+                    ), "LiveTaskRun must have launcher to use screening tasks"
+                    with EXTERNAL_FUNCTION_LATENCY.labels(
+                        function="launch_screening_unit"
+                    ).time():
+                        screen_unit = await loop.run_in_executor(
+                            None,
+                            partial(
+                                launcher.launch_screening_unit,
+                                screening_data,
+                            ),
+                        )
+                    units = [screen_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(
+                        f"No screening units left for {agent_registration_id}."
+                    )
+                    return
+        if isinstance(blueprint, UseGoldUnit) and blueprint.use_golds:
+            if blueprint.should_produce_gold_for_worker(worker):
+                with EXTERNAL_FUNCTION_LATENCY.labels(
+                    function="get_gold_unit_data_for_worker"
+                ).time():
+                    gold_data = await loop.run_in_executor(
+                        None, partial(blueprint.get_gold_unit_data_for_worker, worker)
+                    )
+                if gold_data is not None:
+                    launcher = live_run.task_launcher
+                    gold_unit = await loop.run_in_executor(
+                        None,
+                        partial(
+                            launcher.launch_gold_unit,
+                            gold_data,
+                        ),
+                    )
+                    units = [gold_unit]
+                else:
+                    AGENT_DETAILS_COUNT.labels(response="no_available_units").inc()
+                    live_run.client_io.enqueue_agent_details(
+                        request_id,
+                        AgentDetails(
+                            worker_id=worker.db_id,
+                            failure_reason=WorkerFailureReasons.NO_AVAILABLE_UNITS,
+                        ).to_dict(),
+                    )
+                    logger.debug(f"No gold units left for {agent_registration_id}...")
+                    return
+
+        # Not onboarding, so just register directly
+        await self._assign_unit_to_agent(crowd_data, worker, request_id, units)
+
+ +
+ +

Process an agent registration packet to register an agent, returning the agent_id

+
+ + +
+
+
#   + + + async def + push_status_update( + self, + agent: Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent] +) -> None: +
+ +
+ View Source + 
    async def push_status_update(
+        self, agent: Union["Agent", "OnboardingAgent"]
+    ) -> None:
+        """
+        Force a status update for a specific agent, pushing the db status to
+        the frontend client
+        """
+        status = agent.db_status
+        if isinstance(agent, OnboardingAgent):
+            if status in [AgentState.STATUS_APPROVED, AgentState.STATUS_REJECTED]:
+                # We don't expose the updated status directly to the frontend here
+                # Can be simplified if we improve how bootstrap-chat handles
+                # the transition of onboarding states
+                status = AgentState.STATUS_WAITING
+
+        live_run = self.get_live_run()
+        live_run.client_io.send_status_update(agent.get_agent_id(), status)
+
+ +
+ +

Force a status update for a specific agent, pushing the db status to +the frontend client

+
+ + +
+
+
#   + + + def + handle_updated_agent_status(self, status_map: Dict[str, str]): +
+ +
+ View Source + 
    def handle_updated_agent_status(self, status_map: Dict[str, str]):
+        """
+        Handle updating the local statuses for agents based on
+        the previously reported agent statuses.
+
+        Takes as input a mapping from agent_id to server-side status
+        """
+        live_run = self.get_live_run()
+        for agent_id, status in status_map.items():
+            if status not in AgentState.valid():
+                logger.warning(f"Invalid status for agent {agent_id}: {status}")
+                continue
+            agent = self.get_agent_for_id(agent_id)
+            if agent is None:
+                # no longer tracking agent
+                continue
+            db_status = agent.get_status()
+            if status != db_status:
+                if status == AgentState.STATUS_COMPLETED:
+                    # Frontend agent completed but hasn't confirmed yet
+                    continue
+                if status != AgentState.STATUS_DISCONNECT:
+                    # Stale or reconnect, send a status update
+                    live_run.loop_wrap.execute_coro(
+                        self.push_status_update(self.agents[agent_id])
+                    )
+                    continue  # Only DISCONNECT can be marked remotely, rest are mismatch (except STATUS_COMPLETED)
+                agent.update_status(status)
+        pass
+
+ +
+ +

Handle updating the local statuses for agents based on +the previously reported agent statuses.

+ +

Takes as input a mapping from agent_id to server-side status

+
+ + +
+
+
#   + + + def + disconnect_active_agents(self) -> None: +
+ +
+ View Source + 
    def disconnect_active_agents(self) -> None:
+        """
+        Under a forced shutdown, set the status of all current agents
+        to disconnected to clear their running tasks
+        """
+        for agent in self.agents.values():
+            agent.update_status(AgentState.STATUS_DISCONNECT)
+        for onboarding_agent in self.onboarding_agents.values():
+            onboarding_agent.update_status(AgentState.STATUS_DISCONNECT)
+
+ +
+ +

Under a forced shutdown, set the status of all current agents +to disconnected to clear their running tasks

+
+ + +
+
+
#   + + + def + shutdown(self) -> None: +
+ +
+ View Source + 
    def shutdown(self) -> None:
+        """Mark shut down. Handle resource cleanup if necessary"""
+        self.is_shutdown = True
+
+ +
+ +

Mark shut down. Handle resource cleanup if necessary

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts.html b/docs/web/static/python_api/mephisto/scripts.html new file mode 100644 index 000000000..26d4fecd6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts.html @@ -0,0 +1,269 @@ + + + + + + + + + mephisto.scripts API documentation + + + + + + + + + +
+
+

+mephisto.scripts

+ +

scripts

+ +

This directory is for convenience scripts that all Mephisto users may find useful. They should be runnable, polished, and have some kind of API or user interface, as opposed to being methods or modules like those present in the tools directory.

+ +

Scripts in this directory should be grouped into folders by the abstractions or tasks they relate to.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/heroku.html b/docs/web/static/python_api/mephisto/scripts/heroku.html new file mode 100644 index 000000000..94b6d380e --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/heroku.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.scripts.heroku API documentation + + + + + + + + + +
+
+

+mephisto.scripts.heroku

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/heroku/initialize_heroku.html b/docs/web/static/python_api/mephisto/scripts/heroku/initialize_heroku.html new file mode 100644 index 000000000..34c1433e7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/heroku/initialize_heroku.html @@ -0,0 +1,306 @@ + + + + + + + + + mephisto.scripts.heroku.initialize_heroku API documentation + + + + + + + + + +
+
+

+mephisto.scripts.heroku.initialize_heroku

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.architects.heroku_architect import HerokuArchitect
+
+
+def main():
+    """
+    Force Mephisto to check heroku architect's credentials.
+    If this succeeds, then it's a no-op. If it fails,
+    it will print setup instructions
+    """
+    print(
+        "Assessing if heroku credentials are set. "
+        "If this fails, follow the provided instructions."
+    )
+    path, creds = HerokuArchitect.get_user_identifier()
+    print("Successfully identified a logged in heroku user.")
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    """
+    Force Mephisto to check heroku architect's credentials.
+    If this succeeds, then it's a no-op. If it fails,
+    it will print setup instructions
+    """
+    print(
+        "Assessing if heroku credentials are set. "
+        "If this fails, follow the provided instructions."
+    )
+    path, creds = HerokuArchitect.get_user_identifier()
+    print("Successfully identified a logged in heroku user.")
+
+ +
+ +

Force Mephisto to check heroku architect's credentials. +If this succeeds, then it's a no-op. If it fails, +it will print setup instructions

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/local_db.html b/docs/web/static/python_api/mephisto/scripts/local_db.html new file mode 100644 index 000000000..f141efeac --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/local_db.html @@ -0,0 +1,250 @@ + + + + + + + + + mephisto.scripts.local_db API documentation + + + + + + + + + +
+
+

+mephisto.scripts.local_db

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/local_db/load_data_to_mephisto_db.html b/docs/web/static/python_api/mephisto/scripts/local_db/load_data_to_mephisto_db.html new file mode 100644 index 000000000..a9aaca632 --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/local_db/load_data_to_mephisto_db.html @@ -0,0 +1,570 @@ + + + + + + + + + mephisto.scripts.local_db.load_data_to_mephisto_db API documentation + + + + + + + + + +
+
+

+mephisto.scripts.local_db.load_data_to_mephisto_db

+ +

Utility script that directly loads in data from another place to +the MephistoDB under a specified task run, using MockRequester and +MockWorkers as we don't know where the data actually came from.

+ +

!! Currently in development, not necessarily for use !!

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+Utility script that directly loads in data from another place to
+the MephistoDB under a specified task run, using MockRequester and
+MockWorkers as we don't know where the data actually came from.
+
+!! Currently in development, not necessarily for use !!
+"""
+
+from mephisto.abstractions.blueprints.static_react_task.static_react_blueprint import (
+    StaticReactBlueprint,
+    BLUEPRINT_TYPE_STATIC_REACT,
+)
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.abstractions.blueprints.abstract.static_task.static_agent_state import (
+    StaticAgentState,
+)
+from mephisto.abstractions.providers.mock.mock_requester import MockRequester
+from mephisto.abstractions.providers.mock.mock_worker import MockWorker
+from mephisto.abstractions.providers.mock.mock_agent import MockAgent
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.data_model.assignment import Assignment, InitializationData
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.agent import Agent
+from mephisto.tools.data_browser import DataBrowser as MephistoDataBrowser
+from mephisto.data_model.task_run import TaskRun
+
+from typing import List, Dict, Any, cast
+
+import json
+
+
+def main():
+    db = LocalMephistoDB()
+
+    # Get the requester that the run will be requested from
+    all_requesters = db.find_requesters(provider_type="mock")
+
+    print("You have the following requesters available for use on mock:")
+    r_names = [r.requester_name for r in all_requesters]
+    print(sorted(r_names))
+
+    use_name = input("Enter the name of the requester to use, or a new requester:\n>> ")
+    while use_name not in r_names:
+        confirm = input(
+            f"{use_name} is not in the requester list. "
+            f"Would you like to create a new MockRequester with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {r_names} \n >> ")
+        else:
+            MockRequester.new(db, use_name)
+            r_names.append(use_name)
+
+    requester = db.find_requesters(provider_type="mock", requester_name=use_name)[0]
+
+    # Get the worker that will be acting as the worker on this task
+    all_workers = db.find_workers(provider_type="mock")
+    print("You have the following workers available for use on mock:")
+    w_names = [r.worker_name for r in all_workers]
+    print(sorted(w_names))
+
+    use_name = input("Enter the name of the worker to use, or a new worker:\n>> ")
+    while use_name not in w_names:
+        confirm = input(
+            f"{use_name} is not in the worker list. "
+            f"Would you like to create a new MockWorker with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {w_names} \n >> ")
+        else:
+            MockWorker.new(db, use_name)
+            w_names.append(use_name)
+
+    worker = db.find_workers(provider_type="mock", worker_name=use_name)[0]
+
+    # Get or create a task run for this
+    tasks = db.find_tasks()
+    task_names = [
+        t.task_name for t in tasks if t.task_type == BLUEPRINT_TYPE_STATIC_REACT
+    ]
+    print(f"Use an existing run? ")
+
+    print(f"You have the following existing mock runs:")
+    print(sorted(task_names))
+
+    use_name = input("Enter the name of the task_run to use, or make a new one:\n>> ")
+    while use_name not in task_names:
+        confirm = input(
+            f"{use_name} is not in the task name list. "
+            f"Would you like to create a new TaskRun with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {task_names} \n >> ")
+        else:
+            task_id = db.new_task(use_name, BLUEPRINT_TYPE_STATIC_REACT)
+            task_names.append(use_name)
+            task_run_id = db.new_task_run(
+                task_id,
+                requester.db_id,
+                json.dumps({}),
+                "mock",
+                BLUEPRINT_TYPE_STATIC_REACT,
+                requester.is_sandbox(),
+            )
+            task_run = TaskRun.get(db, task_run_id)
+
+    tasks = db.find_tasks(task_name=use_name)
+    valid_tasks = [t for t in tasks if t.task_type == BLUEPRINT_TYPE_STATIC_REACT]
+    task_run = db.find_task_runs(task_id=valid_tasks[0].db_id)[0]
+
+    print(f"Found task run: {task_run}")
+
+    test_annotations: List[Dict[str, Any]] = [
+        {
+            "inputs": {"something": True, "something else": False},
+            "outputs": {"some": "annotations"},
+        }
+    ]
+
+    # Write a new task, and then complete it
+    for annotation in test_annotations:
+        assignment_id = db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        assignment = Assignment.get(db, assignment_id)
+        assignment.write_assignment_data(
+            InitializationData(unit_data=[{}], shared=annotation["inputs"])
+        )
+
+        unit_id = db.new_unit(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            assignment_id,
+            0,  # Unit_index
+            0,  # reward
+            task_run.provider_type,
+            task_run.task_type,
+            task_run.sandbox,
+        )
+
+        unit = Unit.get(db, unit_id)
+        agent = MockAgent.new(db, worker, unit)
+        agent_state = cast("StaticAgentState", agent.state)
+        agent_state.state["inputs"] = annotation["inputs"]
+        agent_state.state["outputs"] = annotation["outputs"]
+        agent.state.save_data()
+        agent.mark_done()
+        agent.update_status(AgentState.STATUS_COMPLETED)
+
+    # Show tasks appear in MephistoDB:
+    mephisto_data_browser = MephistoDataBrowser(db=db)
+    units = mephisto_data_browser.get_units_for_task_name(input("Input task name: "))
+    for unit in units:
+        print(mephisto_data_browser.get_data_from_unit(unit))
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    db = LocalMephistoDB()
+
+    # Get the requester that the run will be requested from
+    all_requesters = db.find_requesters(provider_type="mock")
+
+    print("You have the following requesters available for use on mock:")
+    r_names = [r.requester_name for r in all_requesters]
+    print(sorted(r_names))
+
+    use_name = input("Enter the name of the requester to use, or a new requester:\n>> ")
+    while use_name not in r_names:
+        confirm = input(
+            f"{use_name} is not in the requester list. "
+            f"Would you like to create a new MockRequester with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {r_names} \n >> ")
+        else:
+            MockRequester.new(db, use_name)
+            r_names.append(use_name)
+
+    requester = db.find_requesters(provider_type="mock", requester_name=use_name)[0]
+
+    # Get the worker that will be acting as the worker on this task
+    all_workers = db.find_workers(provider_type="mock")
+    print("You have the following workers available for use on mock:")
+    w_names = [r.worker_name for r in all_workers]
+    print(sorted(w_names))
+
+    use_name = input("Enter the name of the worker to use, or a new worker:\n>> ")
+    while use_name not in w_names:
+        confirm = input(
+            f"{use_name} is not in the worker list. "
+            f"Would you like to create a new MockWorker with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {w_names} \n >> ")
+        else:
+            MockWorker.new(db, use_name)
+            w_names.append(use_name)
+
+    worker = db.find_workers(provider_type="mock", worker_name=use_name)[0]
+
+    # Get or create a task run for this
+    tasks = db.find_tasks()
+    task_names = [
+        t.task_name for t in tasks if t.task_type == BLUEPRINT_TYPE_STATIC_REACT
+    ]
+    print(f"Use an existing run? ")
+
+    print(f"You have the following existing mock runs:")
+    print(sorted(task_names))
+
+    use_name = input("Enter the name of the task_run to use, or make a new one:\n>> ")
+    while use_name not in task_names:
+        confirm = input(
+            f"{use_name} is not in the task name list. "
+            f"Would you like to create a new TaskRun with this name? (y)/n > "
+        )
+        if confirm.lower().startswith("n"):
+            use_name = input(f"Okay, enter another name from {task_names} \n >> ")
+        else:
+            task_id = db.new_task(use_name, BLUEPRINT_TYPE_STATIC_REACT)
+            task_names.append(use_name)
+            task_run_id = db.new_task_run(
+                task_id,
+                requester.db_id,
+                json.dumps({}),
+                "mock",
+                BLUEPRINT_TYPE_STATIC_REACT,
+                requester.is_sandbox(),
+            )
+            task_run = TaskRun.get(db, task_run_id)
+
+    tasks = db.find_tasks(task_name=use_name)
+    valid_tasks = [t for t in tasks if t.task_type == BLUEPRINT_TYPE_STATIC_REACT]
+    task_run = db.find_task_runs(task_id=valid_tasks[0].db_id)[0]
+
+    print(f"Found task run: {task_run}")
+
+    test_annotations: List[Dict[str, Any]] = [
+        {
+            "inputs": {"something": True, "something else": False},
+            "outputs": {"some": "annotations"},
+        }
+    ]
+
+    # Write a new task, and then complete it
+    for annotation in test_annotations:
+        assignment_id = db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        assignment = Assignment.get(db, assignment_id)
+        assignment.write_assignment_data(
+            InitializationData(unit_data=[{}], shared=annotation["inputs"])
+        )
+
+        unit_id = db.new_unit(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            assignment_id,
+            0,  # Unit_index
+            0,  # reward
+            task_run.provider_type,
+            task_run.task_type,
+            task_run.sandbox,
+        )
+
+        unit = Unit.get(db, unit_id)
+        agent = MockAgent.new(db, worker, unit)
+        agent_state = cast("StaticAgentState", agent.state)
+        agent_state.state["inputs"] = annotation["inputs"]
+        agent_state.state["outputs"] = annotation["outputs"]
+        agent.state.save_data()
+        agent.mark_done()
+        agent.update_status(AgentState.STATUS_COMPLETED)
+
+    # Show tasks appear in MephistoDB:
+    mephisto_data_browser = MephistoDataBrowser(db=db)
+    units = mephisto_data_browser.get_units_for_task_name(input("Input task name: "))
+    for unit in units:
+        print(mephisto_data_browser.get_data_from_unit(unit))
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk.html b/docs/web/static/python_api/mephisto/scripts/mturk.html new file mode 100644 index 000000000..ce9481935 --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk.html @@ -0,0 +1,283 @@ + + + + + + + + + mephisto.scripts.mturk API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk

+ +

MTurk Scripts

+ +

This directory contains scripts that may be useful for Mephisto users that use MTurk as a crowd provider. Descriptions of the scripts and what they do can be found here:

+ +

Cleanup

+ +

The cleanup script cleanup.py is to be used when a run exits due to a catastrophic failure, such as a power outage, sudden reboot, or series of eager Ctrl-C presses. It will search through any tasks that seem to be active and running, and allow users to select to take them down.

+ +

Upon run, the script will ask what requester you want to clean up from. It will try to find all of the HITs currently associated with that requester, and see if any of them appear to be broken or active. (If you have an active job running, there's currently no clear way to distinguish between those and ones from a previously failed run). After this the script will ask for whether you want to clean up by title, or just clean up all of the tasks.

+ +

Soft-block Workers by MTurk ID

+ +

The script soft_block_workers_by_mturk_id.py exists to allow a smooth transition into using Mephisto for users that may have blocklists in other locations. Mephisto doesn't directly allow granting Mephisto-backed qualifications to workers that are not in the MephistoDB, but this script can be used to assign such a qualification to MTurk workers just by their ID.

+ +

To use the script, enter the requester name that you would like to assign the block from, the Mephisto qualification name you will be using to block, and then a newline separated list of the MTurk IDs you want to block. After this, entering a blank newline will block all of the given workers.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk/cleanup.html b/docs/web/static/python_api/mephisto/scripts/mturk/cleanup.html new file mode 100644 index 000000000..b58f1416e --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk/cleanup.html @@ -0,0 +1,454 @@ + + + + + + + + + mephisto.scripts.mturk.cleanup API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk.cleanup

+ +

Utility script that finds, expires, and disposes HITs that may not +have been taking down during a run that exited improperly.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+Utility script that finds, expires, and disposes HITs that may not
+have been taking down during a run that exited improperly.
+"""
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    get_outstanding_hits,
+    expire_and_dispose_hits,
+)
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+
+from typing import List, Dict, Any, Optional
+
+
+def main():
+    db = LocalMephistoDB()
+
+    all_requesters = db.find_requesters(provider_type="mturk")
+    all_requesters += db.find_requesters(provider_type="mturk_sandbox")
+
+    print("You have the following requesters available for mturk and mturk sandbox:")
+    r_names = [r.requester_name for r in all_requesters]
+    print(sorted(r_names))
+
+    use_name = input("Enter the name of the requester to clear HITs from:\n>> ")
+    while use_name not in r_names:
+        use_name = input(
+            f"Sorry, {use_name} is not in the requester list. "
+            f"The following are valid: {r_names}\n"
+            f"Select one:\n>> "
+        )
+
+    requester = db.find_requesters(requester_name=use_name)[0]
+    assert isinstance(requester, MTurkRequester)
+    client = requester._get_client(requester._requester_name)
+
+    outstanding_hit_types = get_outstanding_hits(client)
+    num_hit_types = len(outstanding_hit_types.keys())
+    sum_hits = sum(
+        [len(outstanding_hit_types[x]) for x in outstanding_hit_types.keys()]
+    )
+
+    all_hits: List[Dict[str, Any]] = []
+    for hit_type in outstanding_hit_types.keys():
+        all_hits += outstanding_hit_types[hit_type]
+
+    broken_hits = [
+        h
+        for h in all_hits
+        if h["NumberOfAssignmentsCompleted"] == 0 and h["HITStatus"] != "Reviewable"
+    ]
+
+    print(
+        f"The requester {use_name} has {num_hit_types} outstanding HIT "
+        f"types, with {len(broken_hits)} suspected active or broken HITs.\n"
+        "This may include tasks that are still in-flight, but also "
+        "tasks that have already expired but have not been disposed of yet."
+    )
+
+    run_type = input(
+        "Would you like to cleanup by (t)itle, or just clean up (a)ll?\n>> "
+    )
+    use_hits: Optional[List[Dict[str, Any]]] = None
+
+    while use_hits is None:
+        if run_type.lower().startswith("t"):
+            use_hits = []
+            for hit_type in outstanding_hit_types.keys():
+                cur_title = outstanding_hit_types[hit_type][0]["Title"]
+                print(f"HIT TITLE: {cur_title}")
+                print(f"HIT COUNT: {len(outstanding_hit_types[hit_type])}")
+                should_clear = input(
+                    "Should we cleanup this hit type? (y)es for yes, anything else for no: "
+                    "\n>> "
+                )
+                if should_clear.lower().startswith("y"):
+                    use_hits += outstanding_hit_types[hit_type]
+        elif run_type.lower().startswith("a"):
+            use_hits = all_hits
+        else:
+            run_type = input("Options are (t)itle, or (a)ll:\n>> ")
+
+    print(f"Disposing {len(use_hits)} HITs.")
+    remaining_hits = expire_and_dispose_hits(client, use_hits)
+
+    if len(remaining_hits) == 0:
+        print("Disposed!")
+    else:
+        print(
+            f"After disposing, {len(remaining_hits)} could not be disposed.\n"
+            f"These may not have been reviewed yet, or are being actively worked on.\n"
+            "They have been expired though, so please try to dispose later."
+            "The first 20 dispose errors are added below:"
+        )
+        print([h["dispose_exception"] for h in remaining_hits[:20]])
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    db = LocalMephistoDB()
+
+    all_requesters = db.find_requesters(provider_type="mturk")
+    all_requesters += db.find_requesters(provider_type="mturk_sandbox")
+
+    print("You have the following requesters available for mturk and mturk sandbox:")
+    r_names = [r.requester_name for r in all_requesters]
+    print(sorted(r_names))
+
+    use_name = input("Enter the name of the requester to clear HITs from:\n>> ")
+    while use_name not in r_names:
+        use_name = input(
+            f"Sorry, {use_name} is not in the requester list. "
+            f"The following are valid: {r_names}\n"
+            f"Select one:\n>> "
+        )
+
+    requester = db.find_requesters(requester_name=use_name)[0]
+    assert isinstance(requester, MTurkRequester)
+    client = requester._get_client(requester._requester_name)
+
+    outstanding_hit_types = get_outstanding_hits(client)
+    num_hit_types = len(outstanding_hit_types.keys())
+    sum_hits = sum(
+        [len(outstanding_hit_types[x]) for x in outstanding_hit_types.keys()]
+    )
+
+    all_hits: List[Dict[str, Any]] = []
+    for hit_type in outstanding_hit_types.keys():
+        all_hits += outstanding_hit_types[hit_type]
+
+    broken_hits = [
+        h
+        for h in all_hits
+        if h["NumberOfAssignmentsCompleted"] == 0 and h["HITStatus"] != "Reviewable"
+    ]
+
+    print(
+        f"The requester {use_name} has {num_hit_types} outstanding HIT "
+        f"types, with {len(broken_hits)} suspected active or broken HITs.\n"
+        "This may include tasks that are still in-flight, but also "
+        "tasks that have already expired but have not been disposed of yet."
+    )
+
+    run_type = input(
+        "Would you like to cleanup by (t)itle, or just clean up (a)ll?\n>> "
+    )
+    use_hits: Optional[List[Dict[str, Any]]] = None
+
+    while use_hits is None:
+        if run_type.lower().startswith("t"):
+            use_hits = []
+            for hit_type in outstanding_hit_types.keys():
+                cur_title = outstanding_hit_types[hit_type][0]["Title"]
+                print(f"HIT TITLE: {cur_title}")
+                print(f"HIT COUNT: {len(outstanding_hit_types[hit_type])}")
+                should_clear = input(
+                    "Should we cleanup this hit type? (y)es for yes, anything else for no: "
+                    "\n>> "
+                )
+                if should_clear.lower().startswith("y"):
+                    use_hits += outstanding_hit_types[hit_type]
+        elif run_type.lower().startswith("a"):
+            use_hits = all_hits
+        else:
+            run_type = input("Options are (t)itle, or (a)ll:\n>> ")
+
+    print(f"Disposing {len(use_hits)} HITs.")
+    remaining_hits = expire_and_dispose_hits(client, use_hits)
+
+    if len(remaining_hits) == 0:
+        print("Disposed!")
+    else:
+        print(
+            f"After disposing, {len(remaining_hits)} could not be disposed.\n"
+            f"These may not have been reviewed yet, or are being actively worked on.\n"
+            "They have been expired though, so please try to dispose later."
+            "The first 20 dispose errors are added below:"
+        )
+        print([h["dispose_exception"] for h in remaining_hits[:20]])
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk/identify_broken_units.html b/docs/web/static/python_api/mephisto/scripts/mturk/identify_broken_units.html new file mode 100644 index 000000000..87b8377ab --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk/identify_broken_units.html @@ -0,0 +1,528 @@ + + + + + + + + + mephisto.scripts.mturk.identify_broken_units API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk.identify_broken_units

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.data_model.task_run import TaskRun
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    get_assignments_for_hit,
+    get_outstanding_hits,
+)
+
+
+def main():
+    """
+    Script to crawl through the database for a specific task run and ensure that
+    all of the states of units and related MTurk data is synced up.
+    """
+    TASK_RUN = input("Enter task run ID to check integrity of: \n")
+    db = LocalMephistoDB()
+    task_run = TaskRun(db, TASK_RUN)
+
+    units = task_run.get_units()
+
+    completed_agentless_units = [
+        u
+        for u in units
+        if u.get_status() in ["completed", "accepted", "soft_rejected"]
+        and u.get_assigned_agent() is None
+    ]
+    completed_agented_units = [
+        u
+        for u in units
+        if u.get_status() in ["completed", "accepted", "soft_rejected"]
+        and u.get_assigned_agent() is not None
+    ]
+    completed_timeout_units = [
+        u
+        for u in completed_agented_units
+        if u.get_assigned_agent().get_status() == "timeout"
+    ]
+
+    if len(completed_agentless_units) == 0 and len(completed_timeout_units) == 0:
+        print("It appears everything is as should be!")
+        return
+
+    print(
+        f"Found {len(completed_agentless_units)} completed units without an agent, and "
+        f"{len(completed_timeout_units)} completed units with a timed out agent.\n"
+        "We'll need to query MTurk HITs to determine where these fall..."
+    )
+    print(completed_timeout_units[-5:])
+
+    agents = db.find_agents(task_run_id=TASK_RUN) + db.find_agents(
+        task_run_id=TASK_RUN - 1
+    )
+    requester = units[0].get_requester()
+    client = requester._get_client(requester._requester_name)
+
+    outstanding = get_outstanding_hits(client)
+    print(
+        f"Found {len(outstanding)} different HIT types in flight for this account. "
+        "Select the relevant one below."
+    )
+    for hit_type_id, hits in outstanding.items():
+        print(f"{hit_type_id}({len(hits)} hits): {hits[0]['Title']}")
+        if input("Is this correct?: y/(n) ").lower().startswith("y"):
+            break
+
+    task_hits = outstanding[hit_type_id]
+
+    print(f"Querying assignments for the {len(hits)} tasks.")
+
+    task_assignments_uf = [
+        get_assignments_for_hit(client, h["HITId"]) for h in task_hits
+    ]
+    task_assignments = [t[0] for t in task_assignments_uf if len(t) != 0]
+
+    print(f"Found {len(task_assignments)} assignments to map.")
+
+    print("Constructing worker-to-agent mapping...")
+    worker_id_to_agents = {}
+    for a in agents:
+        worker_id = a.get_worker().worker_name
+        if worker_id not in worker_id_to_agents:
+            worker_id_to_agents[worker_id] = []
+        worker_id_to_agents[worker_id].append(a)
+
+    print("Constructing hit-id to unit mapping for completed...")
+    hit_ids_to_unit = {
+        u.get_mturk_hit_id(): u for u in units if u.get_mturk_hit_id() is not None
+    }
+
+    unattributed_assignments = [
+        t for t in task_assignments if t["HITId"] not in hit_ids_to_unit
+    ]
+
+    print(f"Found {len(unattributed_assignments)} assignments with no mapping!")
+
+    print(f"Mapping unattributed assignments to workers")
+
+    for assignment in unattributed_assignments:
+        worker_id = assignment["WorkerId"]
+        agents = worker_id_to_agents.get(worker_id)
+        print(f"Worker: {worker_id}. Current agents: {agents}")
+        if agents is not None:
+            for agent in agents:
+                if agent.get_status() != "timeout":
+                    continue
+
+                units_agent = agent.get_unit().get_assigned_agent()
+                if units_agent is None or units_agent.db_id != agent.db_id:
+                    continue
+
+                print(
+                    f"Agent {agent} would be a good candidate to reconcile {assignment['HITId']}"
+                )
+                # TODO(WISH) automate the below
+                print(
+                    "You can do this manually by selecting the best candidate, then "
+                    "updating the MTurk datastore to assign this HITId and assignmentId "
+                    "to the given agent and its associated unit. You can then either "
+                    "approve if you can reconcile the agent state, or soft_reject "
+                    "to pay out properly. "
+                )
+
+    do_cleanup = input(
+        f"If all are reconciled, would you like to clean up remaining timeouts? y/(n)"
+    )
+    if do_cleanup.lower().startswith("y"):
+        for unit in completed_agentless_units:
+            unit.set_db_status("expired")
+        for unit in completed_timeout_units:
+            unit.set_db_status("expired")
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    """
+    Script to crawl through the database for a specific task run and ensure that
+    all of the states of units and related MTurk data is synced up.
+    """
+    TASK_RUN = input("Enter task run ID to check integrity of: \n")
+    db = LocalMephistoDB()
+    task_run = TaskRun(db, TASK_RUN)
+
+    units = task_run.get_units()
+
+    completed_agentless_units = [
+        u
+        for u in units
+        if u.get_status() in ["completed", "accepted", "soft_rejected"]
+        and u.get_assigned_agent() is None
+    ]
+    completed_agented_units = [
+        u
+        for u in units
+        if u.get_status() in ["completed", "accepted", "soft_rejected"]
+        and u.get_assigned_agent() is not None
+    ]
+    completed_timeout_units = [
+        u
+        for u in completed_agented_units
+        if u.get_assigned_agent().get_status() == "timeout"
+    ]
+
+    if len(completed_agentless_units) == 0 and len(completed_timeout_units) == 0:
+        print("It appears everything is as should be!")
+        return
+
+    print(
+        f"Found {len(completed_agentless_units)} completed units without an agent, and "
+        f"{len(completed_timeout_units)} completed units with a timed out agent.\n"
+        "We'll need to query MTurk HITs to determine where these fall..."
+    )
+    print(completed_timeout_units[-5:])
+
+    agents = db.find_agents(task_run_id=TASK_RUN) + db.find_agents(
+        task_run_id=TASK_RUN - 1
+    )
+    requester = units[0].get_requester()
+    client = requester._get_client(requester._requester_name)
+
+    outstanding = get_outstanding_hits(client)
+    print(
+        f"Found {len(outstanding)} different HIT types in flight for this account. "
+        "Select the relevant one below."
+    )
+    for hit_type_id, hits in outstanding.items():
+        print(f"{hit_type_id}({len(hits)} hits): {hits[0]['Title']}")
+        if input("Is this correct?: y/(n) ").lower().startswith("y"):
+            break
+
+    task_hits = outstanding[hit_type_id]
+
+    print(f"Querying assignments for the {len(hits)} tasks.")
+
+    task_assignments_uf = [
+        get_assignments_for_hit(client, h["HITId"]) for h in task_hits
+    ]
+    task_assignments = [t[0] for t in task_assignments_uf if len(t) != 0]
+
+    print(f"Found {len(task_assignments)} assignments to map.")
+
+    print("Constructing worker-to-agent mapping...")
+    worker_id_to_agents = {}
+    for a in agents:
+        worker_id = a.get_worker().worker_name
+        if worker_id not in worker_id_to_agents:
+            worker_id_to_agents[worker_id] = []
+        worker_id_to_agents[worker_id].append(a)
+
+    print("Constructing hit-id to unit mapping for completed...")
+    hit_ids_to_unit = {
+        u.get_mturk_hit_id(): u for u in units if u.get_mturk_hit_id() is not None
+    }
+
+    unattributed_assignments = [
+        t for t in task_assignments if t["HITId"] not in hit_ids_to_unit
+    ]
+
+    print(f"Found {len(unattributed_assignments)} assignments with no mapping!")
+
+    print(f"Mapping unattributed assignments to workers")
+
+    for assignment in unattributed_assignments:
+        worker_id = assignment["WorkerId"]
+        agents = worker_id_to_agents.get(worker_id)
+        print(f"Worker: {worker_id}. Current agents: {agents}")
+        if agents is not None:
+            for agent in agents:
+                if agent.get_status() != "timeout":
+                    continue
+
+                units_agent = agent.get_unit().get_assigned_agent()
+                if units_agent is None or units_agent.db_id != agent.db_id:
+                    continue
+
+                print(
+                    f"Agent {agent} would be a good candidate to reconcile {assignment['HITId']}"
+                )
+                # TODO(WISH) automate the below
+                print(
+                    "You can do this manually by selecting the best candidate, then "
+                    "updating the MTurk datastore to assign this HITId and assignmentId "
+                    "to the given agent and its associated unit. You can then either "
+                    "approve if you can reconcile the agent state, or soft_reject "
+                    "to pay out properly. "
+                )
+
+    do_cleanup = input(
+        f"If all are reconciled, would you like to clean up remaining timeouts? y/(n)"
+    )
+    if do_cleanup.lower().startswith("y"):
+        for unit in completed_agentless_units:
+            unit.set_db_status("expired")
+        for unit in completed_timeout_units:
+            unit.set_db_status("expired")
+
+ +
+ +

Script to crawl through the database for a specific task run and ensure that +all of the states of units and related MTurk data is synced up.

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk/launch_makeup_hits.html b/docs/web/static/python_api/mephisto/scripts/mturk/launch_makeup_hits.html new file mode 100644 index 000000000..5274ce63e --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk/launch_makeup_hits.html @@ -0,0 +1,718 @@ + + + + + + + + + mephisto.scripts.mturk.launch_makeup_hits API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk.launch_makeup_hits

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.data_model.task_run import TaskRun, TaskRunArgs
+from mephisto.abstractions.providers.mturk.mturk_utils import (
+    create_hit_type,
+    email_worker,
+    create_compensation_hit_with_hit_type,
+    give_worker_qualification,
+)
+
+from omegaconf import OmegaConf
+import json
+
+from mephisto.data_model.assignment import (
+    Assignment,
+    InitializationData,
+    AssignmentState,
+)
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.qualification import QUAL_NOT_EXIST
+from mephisto.utils.qualifications import make_qualification_dict
+from mephisto.operations.task_launcher import COMPENSATION_UNIT_INDEX
+from mephisto.abstractions.providers.mturk.mturk_provider import MTurkProviderArgs
+from mephisto.abstractions.blueprints.mock.mock_blueprint import MockBlueprintArgs
+from mephisto.abstractions.architects.mock_architect import MockArchitectArgs
+from mephisto.operations.hydra_config import MephistoConfig
+
+
+def build_task_config(compensation_dict, requester):
+    task_args = TaskRunArgs(
+        task_title="Direct compensation task for requester issue",
+        task_description=compensation_dict["reason"],
+        task_reward=compensation_dict["amount"],
+        task_tags="compensation,issue,repay",
+    )
+
+    provider_args = MTurkProviderArgs(
+        requester_name=requester.requester_name,
+    )
+
+    blueprint_args = MockBlueprintArgs()
+    architect_args = MockArchitectArgs()
+    return MephistoConfig(
+        provider=provider_args,
+        blueprint=blueprint_args,
+        architect=architect_args,
+        task=task_args,
+    )
+
+
+def main():
+    """
+    Script to launch makeup tasks for workers that
+    can't be bonused via other avenues.
+
+    Creates a task for a worker, qualifying them directly,
+    and marks as a soft_rejected HIT for the given task name.
+    """
+    db = LocalMephistoDB()
+
+    task_name = input(
+        "Please enter a task name for bookkeeping. This task name will be tied to "
+        "the additional spend granted through this script, and should be the same "
+        "as the task you originally launched that you now need to compensate for:\n>> "
+    )
+    tasks = db.find_tasks(task_name=task_name)
+    if len(tasks) == 0:
+        print("No tasks found with the given name...")
+        all_tasks = db.find_tasks()
+        all_names = set([t.task_name for t in all_tasks])
+        print(f"Choose an existing task of {all_names} to use this functionality.")
+        print(f"Compensation hits must be tied to an existing task")
+        return 0
+    task = tasks[0]
+
+    req_name = input("Please enter an MTurkRequester name to use to bonus from:\n>> ")
+    requesters = db.find_requesters(requester_name=req_name)
+    if len(requesters) == 0:
+        print("Could not find a requester by that name...")
+        return 0
+    requester = requesters[0]
+    client = requester._get_client(requester._requester_name)
+
+    print(
+        "You can now enter a worker id, amount, and reason for as many compensation tasks "
+        "as you want to launch for this."
+    )
+    compensation_hits = []
+    amount = None
+    reason = None
+    while True:
+        worker_id = input(
+            "Enter a worker id to compensate. Leave blank to move on to launching: \n>> "
+        ).strip()
+        if len(worker_id) == 0:
+            break
+        prev_amount = "" if amount is None else f" (leave blank for ${amount})"
+        next_amount = input(
+            f"Enter the amount in dollars to pay out in this compensation task{prev_amount}:\n>> $"
+        )
+        amount = float(next_amount) if len(next_amount.strip()) != 0 else amount
+        assert amount is not None, "Amount can not be left blank"
+        prev_reason = "" if reason is None else f" (leave blank for '{reason}'"
+        next_reason = input(
+            f"Provide reason for launching this compensation task. This will be sent to the worker{prev_reason}:\n>> "
+        )
+        reason = next_reason if len(next_reason.strip()) != 0 else reason
+        assert reason is not None, "Reason can not be left blank"
+        compensation_hits.append(
+            {
+                "worker_id": worker_id,
+                "amount": amount,
+                "reason": reason,
+            }
+        )
+    if len(compensation_hits) == 0:
+        print("No compensation details provided, exiting")
+        return 0
+
+    print(f"You entered the following tasks:\n{compensation_hits}")
+    input("Input anything to confirm and continue...")
+
+    # Iterate through and launch tasks
+    for comp_dict in compensation_hits:
+        # Create the MTurk qualification for this specific worker
+        worker_id = comp_dict["worker_id"]
+        qual_name = f"compensation-for-{worker_id}-on-{task_name}"
+        print(f"Creating qualification for {worker_id}: {qual_name}....")
+        qualification = make_qualification_dict(qual_name, QUAL_EXISTS, None)
+        qual_map = requester.datastore.get_qualification_mapping(qual_name)
+        if qual_map is None:
+            qualification[
+                "QualificationTypeId"
+            ] = requester._create_new_mturk_qualification(qual_name)
+        else:
+            qualification["QualificationTypeId"] = qual_map["mturk_qualification_id"]
+        give_worker_qualification(
+            client, worker_id, qualification["QualificationTypeId"]
+        )
+
+        # Create the task run for this HIT
+        print(f"Creating task run and data model components for this HIT")
+        config = build_task_config(comp_dict, requester)
+        init_params = OmegaConf.to_yaml(OmegaConf.structured(config))
+        new_run_id = db.new_task_run(
+            task.db_id,
+            requester.db_id,
+            json.dumps(init_params),
+            requester.provider_type,
+            "mock",
+            requester.is_sandbox(),
+        )
+        task_run = TaskRun.get(db, new_run_id)
+
+        # Create an assignment, unit, agent, and mark as assigned
+        # Assignment creation
+        task_args = task_run.get_task_args()
+        assignment_id = db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        data = InitializationData({}, [{}])
+        assignment = Assignment.get(db, assignment_id)
+        assignment.write_assignment_data(data)
+
+        # Unit creation
+        unit_id = db.new_unit(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            assignment_id,
+            COMPENSATION_UNIT_INDEX,
+            task_args.task_reward,
+            task_run.provider_type,
+            task_run.task_type,
+            task_run.sandbox,
+        )
+        compensation_unit = Unit.get(db, unit_id)
+        print(f"Created {task_run}, {assignment}, and {compensation_unit}...")
+
+        # Set up HIT type
+        hit_type_id = create_hit_type(
+            client,
+            task_run.get_task_args(),
+            [qualification],
+            auto_approve_delay=30,
+            skip_locale_qual=True,
+        )
+
+        # Create the task on MTurk, email the worker
+        print("Creating and deploying task on MTurk")
+        duration = 60 * 60 * 24
+        run_id = task_run.db_id
+        hit_link, hit_id, response = create_compensation_hit_with_hit_type(
+            client, comp_dict["reason"], hit_type_id
+        )
+        requester.datastore.new_hit(hit_id, hit_link, duration, task_run.db_id)
+
+        print("Sending email to worker...")
+        result = email_worker(
+            client,
+            worker_id,
+            "Compensation HIT Launched",
+            (
+                "Hello Worker,\n We've launched a compensation hit for a task that you've worked on "
+                f"for us in the past. The reason supplied for this task was: {reason}. This task is "
+                f"only doable by you, and should reward ${comp_dict['amount']}. Thanks for being a valued "
+                "contributor to our tasks, and for allowing us to try and resolve the issue.\n\n"
+                f"Your task can be accessed at the following link: {hit_link}."
+            ),
+        )
+
+        if not result[0]:
+            print(
+                f"Email send failed, for reason {result[1]}\n"
+                f"Please send {hit_link} to {worker_id} yourself if they reached out about this issue."
+            )
+
+        # Mark the agent as soft_rejected, such that we've "paid" it
+        compensation_unit.set_db_status(AssignmentState.SOFT_REJECTED)
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + build_task_config(compensation_dict, requester): +
+ +
+ View Source + 
def build_task_config(compensation_dict, requester):
+    task_args = TaskRunArgs(
+        task_title="Direct compensation task for requester issue",
+        task_description=compensation_dict["reason"],
+        task_reward=compensation_dict["amount"],
+        task_tags="compensation,issue,repay",
+    )
+
+    provider_args = MTurkProviderArgs(
+        requester_name=requester.requester_name,
+    )
+
+    blueprint_args = MockBlueprintArgs()
+    architect_args = MockArchitectArgs()
+    return MephistoConfig(
+        provider=provider_args,
+        blueprint=blueprint_args,
+        architect=architect_args,
+        task=task_args,
+    )
+
+ +
+ + + +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    """
+    Script to launch makeup tasks for workers that
+    can't be bonused via other avenues.
+
+    Creates a task for a worker, qualifying them directly,
+    and marks as a soft_rejected HIT for the given task name.
+    """
+    db = LocalMephistoDB()
+
+    task_name = input(
+        "Please enter a task name for bookkeeping. This task name will be tied to "
+        "the additional spend granted through this script, and should be the same "
+        "as the task you originally launched that you now need to compensate for:\n>> "
+    )
+    tasks = db.find_tasks(task_name=task_name)
+    if len(tasks) == 0:
+        print("No tasks found with the given name...")
+        all_tasks = db.find_tasks()
+        all_names = set([t.task_name for t in all_tasks])
+        print(f"Choose an existing task of {all_names} to use this functionality.")
+        print(f"Compensation hits must be tied to an existing task")
+        return 0
+    task = tasks[0]
+
+    req_name = input("Please enter an MTurkRequester name to use to bonus from:\n>> ")
+    requesters = db.find_requesters(requester_name=req_name)
+    if len(requesters) == 0:
+        print("Could not find a requester by that name...")
+        return 0
+    requester = requesters[0]
+    client = requester._get_client(requester._requester_name)
+
+    print(
+        "You can now enter a worker id, amount, and reason for as many compensation tasks "
+        "as you want to launch for this."
+    )
+    compensation_hits = []
+    amount = None
+    reason = None
+    while True:
+        worker_id = input(
+            "Enter a worker id to compensate. Leave blank to move on to launching: \n>> "
+        ).strip()
+        if len(worker_id) == 0:
+            break
+        prev_amount = "" if amount is None else f" (leave blank for ${amount})"
+        next_amount = input(
+            f"Enter the amount in dollars to pay out in this compensation task{prev_amount}:\n>> $"
+        )
+        amount = float(next_amount) if len(next_amount.strip()) != 0 else amount
+        assert amount is not None, "Amount can not be left blank"
+        prev_reason = "" if reason is None else f" (leave blank for '{reason}'"
+        next_reason = input(
+            f"Provide reason for launching this compensation task. This will be sent to the worker{prev_reason}:\n>> "
+        )
+        reason = next_reason if len(next_reason.strip()) != 0 else reason
+        assert reason is not None, "Reason can not be left blank"
+        compensation_hits.append(
+            {
+                "worker_id": worker_id,
+                "amount": amount,
+                "reason": reason,
+            }
+        )
+    if len(compensation_hits) == 0:
+        print("No compensation details provided, exiting")
+        return 0
+
+    print(f"You entered the following tasks:\n{compensation_hits}")
+    input("Input anything to confirm and continue...")
+
+    # Iterate through and launch tasks
+    for comp_dict in compensation_hits:
+        # Create the MTurk qualification for this specific worker
+        worker_id = comp_dict["worker_id"]
+        qual_name = f"compensation-for-{worker_id}-on-{task_name}"
+        print(f"Creating qualification for {worker_id}: {qual_name}....")
+        qualification = make_qualification_dict(qual_name, QUAL_EXISTS, None)
+        qual_map = requester.datastore.get_qualification_mapping(qual_name)
+        if qual_map is None:
+            qualification[
+                "QualificationTypeId"
+            ] = requester._create_new_mturk_qualification(qual_name)
+        else:
+            qualification["QualificationTypeId"] = qual_map["mturk_qualification_id"]
+        give_worker_qualification(
+            client, worker_id, qualification["QualificationTypeId"]
+        )
+
+        # Create the task run for this HIT
+        print(f"Creating task run and data model components for this HIT")
+        config = build_task_config(comp_dict, requester)
+        init_params = OmegaConf.to_yaml(OmegaConf.structured(config))
+        new_run_id = db.new_task_run(
+            task.db_id,
+            requester.db_id,
+            json.dumps(init_params),
+            requester.provider_type,
+            "mock",
+            requester.is_sandbox(),
+        )
+        task_run = TaskRun.get(db, new_run_id)
+
+        # Create an assignment, unit, agent, and mark as assigned
+        # Assignment creation
+        task_args = task_run.get_task_args()
+        assignment_id = db.new_assignment(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            task_run.task_type,
+            task_run.provider_type,
+            task_run.sandbox,
+        )
+        data = InitializationData({}, [{}])
+        assignment = Assignment.get(db, assignment_id)
+        assignment.write_assignment_data(data)
+
+        # Unit creation
+        unit_id = db.new_unit(
+            task_run.task_id,
+            task_run.db_id,
+            task_run.requester_id,
+            assignment_id,
+            COMPENSATION_UNIT_INDEX,
+            task_args.task_reward,
+            task_run.provider_type,
+            task_run.task_type,
+            task_run.sandbox,
+        )
+        compensation_unit = Unit.get(db, unit_id)
+        print(f"Created {task_run}, {assignment}, and {compensation_unit}...")
+
+        # Set up HIT type
+        hit_type_id = create_hit_type(
+            client,
+            task_run.get_task_args(),
+            [qualification],
+            auto_approve_delay=30,
+            skip_locale_qual=True,
+        )
+
+        # Create the task on MTurk, email the worker
+        print("Creating and deploying task on MTurk")
+        duration = 60 * 60 * 24
+        run_id = task_run.db_id
+        hit_link, hit_id, response = create_compensation_hit_with_hit_type(
+            client, comp_dict["reason"], hit_type_id
+        )
+        requester.datastore.new_hit(hit_id, hit_link, duration, task_run.db_id)
+
+        print("Sending email to worker...")
+        result = email_worker(
+            client,
+            worker_id,
+            "Compensation HIT Launched",
+            (
+                "Hello Worker,\n We've launched a compensation hit for a task that you've worked on "
+                f"for us in the past. The reason supplied for this task was: {reason}. This task is "
+                f"only doable by you, and should reward ${comp_dict['amount']}. Thanks for being a valued "
+                "contributor to our tasks, and for allowing us to try and resolve the issue.\n\n"
+                f"Your task can be accessed at the following link: {hit_link}."
+            ),
+        )
+
+        if not result[0]:
+            print(
+                f"Email send failed, for reason {result[1]}\n"
+                f"Please send {hit_link} to {worker_id} yourself if they reached out about this issue."
+            )
+
+        # Mark the agent as soft_rejected, such that we've "paid" it
+        compensation_unit.set_db_status(AssignmentState.SOFT_REJECTED)
+
+ +
+ +

Script to launch makeup tasks for workers that +can't be bonused via other avenues.

+ +

Creates a task for a worker, qualifying them directly, +and marks as a soft_rejected HIT for the given task name.

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk/print_outstanding_hit_status.html b/docs/web/static/python_api/mephisto/scripts/mturk/print_outstanding_hit_status.html new file mode 100644 index 000000000..aba8a9b2e --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk/print_outstanding_hit_status.html @@ -0,0 +1,337 @@ + + + + + + + + + mephisto.scripts.mturk.print_outstanding_hit_status API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk.print_outstanding_hit_status

+ +

Utility script that finds, HITs associated with a specific task run, +and tries to get their information

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+Utility script that finds, HITs associated with a specific task run,
+and tries to get their information
+"""
+
+from mephisto.abstractions.providers.mturk.mturk_datastore import MTurkDatastore
+from mephisto.abstractions.providers.mturk.mturk_requester import MTurkRequester
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.data_model.task_run import TaskRun
+
+from typing import cast
+
+
+def main():
+    task_run_id = input("Please enter the task_run_id you'd like to check: ")
+    db = LocalMephistoDB()
+    task_run = TaskRun.get(db, task_run_id)
+    requester = task_run.get_requester()
+    if not isinstance(requester, MTurkRequester):
+        print(
+            "Must be checking a task launched on MTurk, this one uses the following requester:"
+        )
+        print(requester)
+        exit(0)
+
+    turk_db = db.get_datastore_for_provider("mturk")
+    hits = turk_db.get_unassigned_hit_ids(task_run_id)
+
+    print(f"Found the following HIT ids unassigned: {hits}")
+
+    # print all of the HITs found above
+    from mephisto.abstractions.providers.mturk.mturk_utils import get_hit
+
+    for hit_id in hits:
+        hit_info = get_hit(requester._get_client(requester._requester_name), hits[0])
+        print(f"MTurk HIT data for {hit_id}:\n{hit_info}\n")
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    task_run_id = input("Please enter the task_run_id you'd like to check: ")
+    db = LocalMephistoDB()
+    task_run = TaskRun.get(db, task_run_id)
+    requester = task_run.get_requester()
+    if not isinstance(requester, MTurkRequester):
+        print(
+            "Must be checking a task launched on MTurk, this one uses the following requester:"
+        )
+        print(requester)
+        exit(0)
+
+    turk_db = db.get_datastore_for_provider("mturk")
+    hits = turk_db.get_unassigned_hit_ids(task_run_id)
+
+    print(f"Found the following HIT ids unassigned: {hits}")
+
+    # print all of the HITs found above
+    from mephisto.abstractions.providers.mturk.mturk_utils import get_hit
+
+    for hit_id in hits:
+        hit_info = get_hit(requester._get_client(requester._requester_name), hits[0])
+        print(f"MTurk HIT data for {hit_id}:\n{hit_info}\n")
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/scripts/mturk/soft_block_workers_by_mturk_id.html b/docs/web/static/python_api/mephisto/scripts/mturk/soft_block_workers_by_mturk_id.html new file mode 100644 index 000000000..fc6d1ead5 --- /dev/null +++ b/docs/web/static/python_api/mephisto/scripts/mturk/soft_block_workers_by_mturk_id.html @@ -0,0 +1,320 @@ + + + + + + + + + mephisto.scripts.mturk.soft_block_workers_by_mturk_id API documentation + + + + + + + + + +
+
+

+mephisto.scripts.mturk.soft_block_workers_by_mturk_id

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.providers.mturk.utils.script_utils import (
+    direct_soft_block_mturk_workers,
+)
+
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+
+
+def main():
+    db = LocalMephistoDB()
+    reqs = db.find_requesters(provider_type="mturk")
+    names = [r.requester_name for r in reqs]
+    print("Available Requesters: ", names)
+
+    requester_name = input("Select a requester to soft block from: ")
+    soft_block_qual_name = input("Provide a soft blocking qualification name: ")
+
+    workers_to_block = []
+    while True:
+        new_id = input("MTurk Worker Id to soft block (blank to block all entered): ")
+        if len(new_id.strip()) == 0:
+            break
+        workers_to_block.append(new_id)
+
+    direct_soft_block_mturk_workers(
+        db, workers_to_block, soft_block_qual_name, requester_name
+    )
+
+
+if __name__ == "__main__":
+    main()
+
+ +
+ +
+
+
#   + + + def + main(): +
+ +
+ View Source + 
def main():
+    db = LocalMephistoDB()
+    reqs = db.find_requesters(provider_type="mturk")
+    names = [r.requester_name for r in reqs]
+    print("Available Requesters: ", names)
+
+    requester_name = input("Select a requester to soft block from: ")
+    soft_block_qual_name = input("Provide a soft blocking qualification name: ")
+
+    workers_to_block = []
+    while True:
+        new_id = input("MTurk Worker Id to soft block (blank to block all entered): ")
+        if len(new_id.strip()) == 0:
+            break
+        workers_to_block.append(new_id)
+
+    direct_soft_block_mturk_workers(
+        db, workers_to_block, soft_block_qual_name, requester_name
+    )
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/tools.html b/docs/web/static/python_api/mephisto/tools.html new file mode 100644 index 000000000..928707968 --- /dev/null +++ b/docs/web/static/python_api/mephisto/tools.html @@ -0,0 +1,314 @@ + + + + + + + + + mephisto.tools API documentation + + + + + + + + + +
+
+

+mephisto.tools

+ +

Tools

+ +

The tools directory contains helper methods and modules that allow for lower-level access to the Mephisto data model than the clients provide. These may be useful for creating custom workflows and scripts that are built on Mephisto.

+ +

At the moment this folder contains the following:

+ +
    +
  • MephistoDataBrowser: The MephistoDataBrowser is a convenience tool for accessing all of the units and data associated with a specific task run or task name. It is generally used when reviewing or compiling data.
    • +
  • scripts.py: The methods available in scripts.py are to be used in user scripts that rely on Mephisto. At the moment, these scripts allow for easy configuration of a database as well as augmentation of a script config for use in a Mephisto TaskRun.
    • +
+ +

MephistoDataBrowser

+ +

The MephistoDataBrowser at the moment can handle the job of getting all Units that are associated with a given task or task run. They can also retrieve the relevant data about a Unit, including the work done for that Unit, if the Unit is completed.

+ +

It has three usable methods at the moment:

+ +
    +
  • get_units_for_run_id: This will return a list of all final Unit's associated with the given task_run_id. These will all be in a terminal state, such as COMPLETED, ACCEPTED or REJECTED. Units that are still in flight will not appear using this method.
    • +
  • get_units_for_task_name: This will go through all task runs that share the given task_name, and collect their units in the same manner as get_units_for_run_id.
    • +
  • get_data_from_unit: When given a Unit that is in a terminal state, this method will return data about that Unit, including the Mephisto id of the worker, the status of the work, the data saved by this Unit, and the start and end times for when the worker produced the data.
    • +
+ +

examine_utils.py

+ +

This file contains a number of helper functions that are useful for running reviews over Mephisto data. We provide a high-level script for doing a 'review-by-worker' style evaluation, as well as breakout helper functions that could be useful in alternate review flows.

+ +
    +
  • run_examine_by_worker: This function takes a function format_data_for_printing that consumes the result of MephistoDataBrowser.get_data_from_unit, and should print out to terminal a reviewable format. It optionally takes in task_name, block_qualification, and approve_qualification arguments. If task_name is provided, the script will be run in review mode without querying the user for anything.
    • +
  • print_results: This function takes a task name and display function format_data_for_printing, and an optional int limit, and prints up to limit results to stdout.
    • +
  • format_worker_stats: Takes in a worker id and set of previous worker stats, and returns the previous stats in the format (accepted_count | total_rejected_count (soft_rejected_count) / total count)
    • +
  • prompt_for_options: Prompts the user for task_name, block_qualification, and approve_qualification. If provided as an argument, skips. Returns these values after confirming with the user, and if blank uses None.
    • +
+ +

scripts.py

+ +

This file contains a few helper methods for running scripts relying on the MephistoDB. They are as follows:

+ +
    +
  • get_db_from_config: This method takes in a hydra-produced DictConfig containing a MephistoConfig (such as a TaskConfig), and returns an initialized MephistoDB compatible with the configuration. Right now this exclusively leverages the LocalMephistoDB.
    • +
  • augment_config_from_db: This method takes in a TaskConfig and a MephistoDB, parses the content to ensure that a valid requester and architect setup exists, and then updates the config. It also has validation steps that require user confirmation for live runs. It returns the updated config.
    • +
  • load_db_and_process_config: This is a convenience method that wraps the above two methods, loading in the appropriate MephistoDB and using it to process the script. It returns the db and a valid config.
    • +
  • process_config_and_get_operator: A convenience wrapper of the above method that _also_ creates an Operator too.
    • +
  • task_script: This decorator is used to register a Mephisto script for launching task runs. It takes in either a config (TaskConfig) or default_config_file (yaml filename without the .yaml) argument to specify how the script is configured, and wraps a main that takes in an Operator and DictConfig as arguments.
    • +
+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/tools/data_browser.html b/docs/web/static/python_api/mephisto/tools/data_browser.html new file mode 100644 index 000000000..278b4b5f3 --- /dev/null +++ b/docs/web/static/python_api/mephisto/tools/data_browser.html @@ -0,0 +1,651 @@ + + + + + + + + + mephisto.tools.data_browser API documentation + + + + + + + + + +
+
+

+mephisto.tools.data_browser

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from mephisto.abstractions.database import MephistoDB
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.task_run import TaskRun
+from mephisto.abstractions.blueprint import AgentState
+from mephisto.data_model.agent import Agent
+from mephisto.data_model.worker import Worker
+
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.data_model.constants.assignment_state import AssignmentState
+
+from typing import List, Optional, Any, Dict
+
+
+class DataBrowser:
+    """
+    Class with convenience methods for getting completed data
+    back from runs to parse and manage with other scripts
+    """
+
+    def __init__(self, db=None):
+        if db is None:
+            db = LocalMephistoDB()
+        self.db = db
+
+    def _get_units_for_task_runs(self, task_runs: List[TaskRun]) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from all
+        the provided TaskRuns.
+        """
+        units = []
+        for task_run in task_runs:
+            assignments = task_run.get_assignments()
+            for assignment in assignments:
+                found_units = assignment.get_units()
+                for unit in found_units:
+                    if unit.get_status() in [
+                        AssignmentState.COMPLETED,
+                        AssignmentState.ACCEPTED,
+                        AssignmentState.REJECTED,
+                        AssignmentState.SOFT_REJECTED,
+                    ]:
+                        units.append(unit)
+        return units
+
+    def get_task_name_list(self) -> List[str]:
+        return [task.task_name for task in self.db.find_tasks()]
+
+    def get_units_for_task_name(self, task_name: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from all
+        task runs with the given task_name
+        """
+        tasks = self.db.find_tasks(task_name=task_name)
+        assert len(tasks) >= 1, f"No task found under name {task_name}"
+        task_runs = self.db.find_task_runs(task_id=tasks[0].db_id)
+        return self._get_units_for_task_runs(task_runs)
+
+    def get_units_for_run_id(self, run_id: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from the
+        task run with the given run_id
+        """
+        task_run = TaskRun.get(self.db, run_id)
+        return self._get_units_for_task_runs([task_run])
+
+    def get_data_from_unit(self, unit: Unit) -> Dict[str, Any]:
+        """
+        Return a dict containing all data associated with the given
+        unit, including its status, data, and start and end time.
+
+        Also includes the DB ids for the worker, the unit, and the
+        relevant assignment this unit was a part of.
+        """
+        agent = unit.get_assigned_agent()
+        assert (
+            agent is not None
+        ), f"Trying to get completed data from unassigned unit {unit}"
+        return {
+            "worker_id": agent.worker_id,
+            "unit_id": unit.db_id,
+            "assignment_id": unit.assignment_id,
+            "status": agent.db_status,
+            "data": agent.state.get_parsed_data(),
+            "task_start": agent.state.get_task_start(),
+            "task_end": agent.state.get_task_end(),
+        }
+
+    def get_workers_with_qualification(self, qualification_name: str) -> List[Worker]:
+        """
+        Returns a list of 'Worker's for workers who are qualified wrt `qualification_name`.
+        """
+        qual_list = self.db.find_qualifications(qualification_name=qualification_name)
+        assert len(qual_list) >= 1, f"No qualification found named {qualification_name}"
+        qualification_id = qual_list[0].db_id
+        qualifieds = self.db.check_granted_qualifications(
+            qualification_id=qualification_id, value=1
+        )
+        return [Worker.get(self.db, qual.worker_id) for qual in qualifieds]
+
+ +
+ +
+
+
+ #   + + + class + DataBrowser: +
+ +
+ View Source + 
class DataBrowser:
+    """
+    Class with convenience methods for getting completed data
+    back from runs to parse and manage with other scripts
+    """
+
+    def __init__(self, db=None):
+        if db is None:
+            db = LocalMephistoDB()
+        self.db = db
+
+    def _get_units_for_task_runs(self, task_runs: List[TaskRun]) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from all
+        the provided TaskRuns.
+        """
+        units = []
+        for task_run in task_runs:
+            assignments = task_run.get_assignments()
+            for assignment in assignments:
+                found_units = assignment.get_units()
+                for unit in found_units:
+                    if unit.get_status() in [
+                        AssignmentState.COMPLETED,
+                        AssignmentState.ACCEPTED,
+                        AssignmentState.REJECTED,
+                        AssignmentState.SOFT_REJECTED,
+                    ]:
+                        units.append(unit)
+        return units
+
+    def get_task_name_list(self) -> List[str]:
+        return [task.task_name for task in self.db.find_tasks()]
+
+    def get_units_for_task_name(self, task_name: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from all
+        task runs with the given task_name
+        """
+        tasks = self.db.find_tasks(task_name=task_name)
+        assert len(tasks) >= 1, f"No task found under name {task_name}"
+        task_runs = self.db.find_task_runs(task_id=tasks[0].db_id)
+        return self._get_units_for_task_runs(task_runs)
+
+    def get_units_for_run_id(self, run_id: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from the
+        task run with the given run_id
+        """
+        task_run = TaskRun.get(self.db, run_id)
+        return self._get_units_for_task_runs([task_run])
+
+    def get_data_from_unit(self, unit: Unit) -> Dict[str, Any]:
+        """
+        Return a dict containing all data associated with the given
+        unit, including its status, data, and start and end time.
+
+        Also includes the DB ids for the worker, the unit, and the
+        relevant assignment this unit was a part of.
+        """
+        agent = unit.get_assigned_agent()
+        assert (
+            agent is not None
+        ), f"Trying to get completed data from unassigned unit {unit}"
+        return {
+            "worker_id": agent.worker_id,
+            "unit_id": unit.db_id,
+            "assignment_id": unit.assignment_id,
+            "status": agent.db_status,
+            "data": agent.state.get_parsed_data(),
+            "task_start": agent.state.get_task_start(),
+            "task_end": agent.state.get_task_end(),
+        }
+
+    def get_workers_with_qualification(self, qualification_name: str) -> List[Worker]:
+        """
+        Returns a list of 'Worker's for workers who are qualified wrt `qualification_name`.
+        """
+        qual_list = self.db.find_qualifications(qualification_name=qualification_name)
+        assert len(qual_list) >= 1, f"No qualification found named {qualification_name}"
+        qualification_id = qual_list[0].db_id
+        qualifieds = self.db.check_granted_qualifications(
+            qualification_id=qualification_id, value=1
+        )
+        return [Worker.get(self.db, qual.worker_id) for qual in qualifieds]
+
+ +
+ +

Class with convenience methods for getting completed data +back from runs to parse and manage with other scripts

+
+ + +
+
#   + + + DataBrowser(db=None) +
+ +
+ View Source + 
    def __init__(self, db=None):
+        if db is None:
+            db = LocalMephistoDB()
+        self.db = db
+
+ +
+ + + +
+
+
#   + + + def + get_task_name_list(self) -> List[str]: +
+ +
+ View Source + 
    def get_task_name_list(self) -> List[str]:
+        return [task.task_name for task in self.db.find_tasks()]
+
+ +
+ + + +
+
+
#   + + + def + get_units_for_task_name(self, task_name: str) -> List[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    def get_units_for_task_name(self, task_name: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from all
+        task runs with the given task_name
+        """
+        tasks = self.db.find_tasks(task_name=task_name)
+        assert len(tasks) >= 1, f"No task found under name {task_name}"
+        task_runs = self.db.find_task_runs(task_id=tasks[0].db_id)
+        return self._get_units_for_task_runs(task_runs)
+
+ +
+ +

Return a list of all Units in a terminal completed state from all +task runs with the given task_name

+
+ + +
+
+
#   + + + def + get_units_for_run_id(self, run_id: str) -> List[mephisto.data_model.unit.Unit]: +
+ +
+ View Source + 
    def get_units_for_run_id(self, run_id: str) -> List[Unit]:
+        """
+        Return a list of all Units in a terminal completed state from the
+        task run with the given run_id
+        """
+        task_run = TaskRun.get(self.db, run_id)
+        return self._get_units_for_task_runs([task_run])
+
+ +
+ +

Return a list of all Units in a terminal completed state from the +task run with the given run_id

+
+ + +
+
+
#   + + + def + get_data_from_unit(self, unit: mephisto.data_model.unit.Unit) -> Dict[str, Any]: +
+ +
+ View Source + 
    def get_data_from_unit(self, unit: Unit) -> Dict[str, Any]:
+        """
+        Return a dict containing all data associated with the given
+        unit, including its status, data, and start and end time.
+
+        Also includes the DB ids for the worker, the unit, and the
+        relevant assignment this unit was a part of.
+        """
+        agent = unit.get_assigned_agent()
+        assert (
+            agent is not None
+        ), f"Trying to get completed data from unassigned unit {unit}"
+        return {
+            "worker_id": agent.worker_id,
+            "unit_id": unit.db_id,
+            "assignment_id": unit.assignment_id,
+            "status": agent.db_status,
+            "data": agent.state.get_parsed_data(),
+            "task_start": agent.state.get_task_start(),
+            "task_end": agent.state.get_task_end(),
+        }
+
+ +
+ +

Return a dict containing all data associated with the given +unit, including its status, data, and start and end time.

+ +

Also includes the DB ids for the worker, the unit, and the +relevant assignment this unit was a part of.

+
+ + +
+
+
#   + + + def + get_workers_with_qualification( + self, + qualification_name: str +) -> List[mephisto.data_model.worker.Worker]: +
+ +
+ View Source + 
    def get_workers_with_qualification(self, qualification_name: str) -> List[Worker]:
+        """
+        Returns a list of 'Worker's for workers who are qualified wrt `qualification_name`.
+        """
+        qual_list = self.db.find_qualifications(qualification_name=qualification_name)
+        assert len(qual_list) >= 1, f"No qualification found named {qualification_name}"
+        qualification_id = qual_list[0].db_id
+        qualifieds = self.db.check_granted_qualifications(
+            qualification_id=qualification_id, value=1
+        )
+        return [Worker.get(self.db, qual.worker_id) for qual in qualifieds]
+
+ +
+ +

Returns a list of 'Worker's for workers who are qualified wrt qualification_name.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/tools/examine_utils.html b/docs/web/static/python_api/mephisto/tools/examine_utils.html new file mode 100644 index 000000000..d306a68dc --- /dev/null +++ b/docs/web/static/python_api/mephisto/tools/examine_utils.html @@ -0,0 +1,935 @@ + + + + + + + + + mephisto.tools.examine_utils API documentation + + + + + + + + + +
+
+

+mephisto.tools.examine_utils

+ +

Utilities specifically for running examine scripts. Example usage can be +seen in the examine results scripts in the examples directory.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+"""
+Utilities specifically for running examine scripts. Example usage can be
+seen in the examine results scripts in the examples directory.
+"""
+
+from mephisto.tools.data_browser import DataBrowser
+from mephisto.data_model.worker import Worker
+from mephisto.utils.qualifications import find_or_create_qualification
+import traceback
+
+from typing import TYPE_CHECKING, Optional, Tuple, Callable, Dict, Any, List
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.unit import Unit
+
+
+def _get_and_format_data(
+    data_browser: "DataBrowser",
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+    unit: "Unit",
+) -> str:
+    """
+    Safetly wrapped function to extract the display data string for a specific unit.
+    Catches and prints any exceptions.
+    """
+    formatted = "Error formatting data, see above..."
+    try:
+        data = data_browser.get_data_from_unit(unit)
+        try:
+            formatted = format_data_for_printing(data)
+        except Exception as e:
+            print(f"Unexpected error formatting data for {unit}: {e}")
+            # Print the full exception, as this could be user error on the
+            # formatting function
+            traceback.print_exc()
+    except Exception as e:
+        print(f"Unexpected error getting data for {unit}: {e}")
+    return formatted
+
+
+def print_results(
+    db: "MephistoDB",
+    task_name: str,
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+    start: Optional[int] = None,
+    end: Optional[int] = None,
+) -> None:
+    """
+    Script to write out to stdout from start to end results from the task with the given task name
+    """
+    data_browser = DataBrowser(db=db)
+    units = data_browser.get_units_for_task_name(task_name)
+    if end is None:
+        end = len(units)
+    if start is None:
+        start = 0
+    units.reverse()
+    for unit in units[start:end]:
+        print(_get_and_format_data(data_browser, format_data_for_printing, unit))
+
+
+def prompt_for_options(
+    task_name: Optional[str] = None,
+    block_qualification: Optional[str] = None,
+    approve_qualification: Optional[str] = None,
+) -> Tuple[str, Optional[str], Optional[str]]:
+    """
+    Utility to request common user options for examine scripts.
+    Leave `block_qualification` or `approve_qualification` as empty strings
+    to skip their respective prompt.
+    """
+    if task_name is None:
+        task_name = input("Input task name: ")
+    if block_qualification is None:
+        block_qualification = input(
+            "If you'd like to soft-block workers, you'll need a block qualification. "
+            "Leave blank otherwise.\nEnter block qualification: "
+        )
+    if approve_qualification is None:
+        approve_qualification = input(
+            "If you'd like to qualify high-quality workers, you'll need an approve "
+            "qualification. Leave blank otherwise.\nEnter approve qualification: "
+        )
+    if len(block_qualification.strip()) == 0:
+        block_qualification = None
+    if len(approve_qualification.strip()) == 0:
+        approve_qualification = None
+    input(
+        "Starting review with following params:\n"
+        f"Task name: {task_name}\n"
+        f"Blocking qualification: {block_qualification}\n"
+        f"Approve qualification: {approve_qualification}\n"
+        "Press enter to continue... "
+    )
+    return task_name, block_qualification, approve_qualification
+
+
+def get_worker_stats(units: List["Unit"]) -> Dict[str, Dict[str, List["Unit"]]]:
+    """
+    Traverse a list of units and create a mapping from worker id
+    to their units, grouped by their current status
+    """
+    previous_work_by_worker: Dict[str, Dict[str, List["Unit"]]] = {}
+    for unit in units:
+        w_id = unit.worker_id
+        if w_id not in previous_work_by_worker:
+            previous_work_by_worker[w_id] = {
+                "accepted": [],
+                "soft_rejected": [],
+                "rejected": [],
+            }
+        previous_work_by_worker[w_id][unit.get_status()].append(unit)
+    return previous_work_by_worker
+
+
+def format_worker_stats(
+    worker_id: str, previous_work_by_worker: Dict[str, Dict[str, List["Unit"]]]
+) -> str:
+    """
+    When given a worker id and a list of worker stats, return a string
+    containing the proportion of accepted to rejected work.
+    """
+    prev_work = previous_work_by_worker.get(worker_id)
+    if prev_work is None:
+        return "(First time worker!)"
+    accepted_work = len(prev_work["accepted"])
+    soft_rejected_work = len(prev_work["soft_rejected"])
+    rejected_work = len(prev_work["rejected"])
+    return f"({accepted_work} | {rejected_work + soft_rejected_work}({soft_rejected_work}) / {accepted_work + soft_rejected_work + rejected_work})"
+
+
+def run_examine_by_worker(
+    db: "MephistoDB",
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+    task_name: Optional[str] = None,
+    block_qualification: Optional[str] = None,
+    approve_qualification: Optional[str] = None,
+):
+    """
+    Basic script for reviewing work, grouped by worker for convenience. First gets
+    the required information to run a review, then
+    """
+    data_browser = DataBrowser(db=db)
+
+    # Get initial arguments
+    if task_name is None:
+        task_name, block_qualification, approve_qualification = prompt_for_options(
+            task_name, block_qualification, approve_qualification
+        )
+
+    tasks = db.find_tasks(task_name=task_name)
+    assert len(tasks) >= 1, f"No task found under name {task_name}"
+
+    print(
+        "You will be reviewing actual tasks with this flow. Tasks that you either Accept or Pass "
+        "will be paid out to the worker, while rejected tasks will not. Passed tasks will be "
+        "specially marked such that you can leave them out of your dataset. \n"
+        "You may enter the option in caps to apply it to the rest of the units for a given worker."
+    )
+    if block_qualification is not None:
+        created_block_qual = find_or_create_qualification(db, block_qualification)
+        print(
+            "When you pass or reject a task, the script gives you an option to disqualify the worker "
+            "from future tasks by assigning a qualification. If provided, this worker will no "
+            "longer be able to work on tasks where the set --block-qualification shares the same name "
+            f"you provided above: {block_qualification}\n"
+        )
+    if approve_qualification is not None:
+        created_approve_qual = find_or_create_qualification(db, approve_qualification)
+        print(
+            "You may use this script to establish a qualified worker pool by granting the provided "
+            f"approve qualification {approve_qualification} to workers you think understand the task "
+            "well. This will be provided as an option for workers you (A)pprove all on. "
+            "Future tasks can use this qual as a required qualification, as described in the "
+            "common qualification flows document."
+        )
+    print(
+        "**************\n"
+        "You should only reject tasks when it is clear the worker has acted in bad faith, and "
+        "didn't actually do the task. Prefer to pass on tasks that were misunderstandings.\n"
+        "**************\n"
+    )
+
+    units = data_browser.get_units_for_task_name(task_name)
+
+    others = [u for u in units if u.get_status() != "completed"]
+    units = [u for u in units if u.get_status() == "completed"]
+    reviews_left = len(units)
+    previous_work_by_worker = get_worker_stats(others)
+
+    # Determine allowed options
+    options = ["a", "p", "r"]
+    options_string = "Do you want to accept this work? (a)ccept, (r)eject, (p)ass:"
+
+    units_by_worker: Dict[str, List["Unit"]] = {}
+
+    for u in units:
+        w_id = u.worker_id
+        if w_id not in units_by_worker:
+            units_by_worker[w_id] = []
+        units_by_worker[w_id].append(u)
+
+    # Run the review
+    for w_id, w_units in units_by_worker.items():
+        worker = Worker.get(db, w_id)
+        worker_name = worker.worker_name
+        apply_all_decision = None
+        reason = None
+        for idx, unit in enumerate(w_units):
+
+            print(
+                f"Reviewing for worker {worker_name}, ({idx+1}/{len(w_units)}), "
+                f"Previous {format_worker_stats(w_id, previous_work_by_worker)} "
+                f"(total remaining: {reviews_left})"
+            )
+            reviews_left -= 1
+            print(format_data_for_printing(data_browser.get_data_from_unit(unit)))
+            if apply_all_decision is not None:
+                decision = apply_all_decision
+            else:
+                decision = input(
+                    "Do you want to accept this work? (a)ccept, (r)eject, (p)ass: "
+                )
+            while decision.lower() not in options:
+                decision = input(
+                    "Decision must be one of a, p, r. Use CAPS to apply to all remaining for worker: "
+                )
+
+            agent = unit.get_assigned_agent()
+            assert (
+                agent is not None
+            ), f"Can't make decision on None agent... issue with {unit}"
+            if decision.lower() == "a":
+                agent.approve_work()
+                if decision == "A" and approve_qualification is not None:
+                    should_special_qualify = input(
+                        "Do you want to approve qualify this worker? (y)es/(n)o: "
+                    )
+                    if should_special_qualify.lower() in ["y", "yes"]:
+                        worker.grant_qualification(approve_qualification, 1)
+            elif decision.lower() == "p":
+                agent.soft_reject_work()
+                if apply_all_decision is None and block_qualification is not None:
+                    should_soft_block = input(
+                        "Do you want to soft block this worker? (y)es/(n)o: "
+                    )
+                    if should_soft_block.lower() in ["y", "yes"]:
+                        worker.grant_qualification(block_qualification, 1)
+            else:  # decision = 'r'
+                if apply_all_decision is None:
+                    reason = input("Why are you rejecting this work? ")
+                    should_block = input(
+                        "Do you want to hard block this worker? (y)es/(n)o: "
+                    )
+                    if should_block.lower() in ["y", "yes"]:
+                        block_reason = input("Why permanently block this worker? ")
+                        worker.block_worker(block_reason)
+                agent.reject_work(reason)
+
+            if decision.lower() != decision:
+                apply_all_decision = decision.lower()
+
+
+def run_examine_or_review(
+    db: "MephistoDB",
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+) -> None:
+    do_review = input(
+        "Do you want to (r)eview, or (e)xamine data? Default "
+        "examine. Can put e <end> or e <start> <end> to choose "
+        "how many to view\n"
+    )
+
+    if do_review.lower().startswith("r"):
+        run_examine_by_worker(db, format_data_for_printing)
+    else:
+        start = 0
+        end = 15
+        opts = do_review.split(" ")
+        if len(opts) == 2:
+            end = int(opts[1])
+        elif len(opts) == 3:
+            start = int(opts[1])
+            end = int(opts[2])
+        task_name = input("Input task name: ")
+        print_results(db, task_name, format_data_for_printing, start=start, end=end)
+
+ +
+ +
+ +
+
#   + + + def + prompt_for_options( + task_name: Union[str, NoneType] = None, + block_qualification: Union[str, NoneType] = None, + approve_qualification: Union[str, NoneType] = None +) -> Tuple[str, Union[str, NoneType], Union[str, NoneType]]: +
+ +
+ View Source + 
def prompt_for_options(
+    task_name: Optional[str] = None,
+    block_qualification: Optional[str] = None,
+    approve_qualification: Optional[str] = None,
+) -> Tuple[str, Optional[str], Optional[str]]:
+    """
+    Utility to request common user options for examine scripts.
+    Leave `block_qualification` or `approve_qualification` as empty strings
+    to skip their respective prompt.
+    """
+    if task_name is None:
+        task_name = input("Input task name: ")
+    if block_qualification is None:
+        block_qualification = input(
+            "If you'd like to soft-block workers, you'll need a block qualification. "
+            "Leave blank otherwise.\nEnter block qualification: "
+        )
+    if approve_qualification is None:
+        approve_qualification = input(
+            "If you'd like to qualify high-quality workers, you'll need an approve "
+            "qualification. Leave blank otherwise.\nEnter approve qualification: "
+        )
+    if len(block_qualification.strip()) == 0:
+        block_qualification = None
+    if len(approve_qualification.strip()) == 0:
+        approve_qualification = None
+    input(
+        "Starting review with following params:\n"
+        f"Task name: {task_name}\n"
+        f"Blocking qualification: {block_qualification}\n"
+        f"Approve qualification: {approve_qualification}\n"
+        "Press enter to continue... "
+    )
+    return task_name, block_qualification, approve_qualification
+
+ +
+ +

Utility to request common user options for examine scripts. +Leave block_qualification or approve_qualification as empty strings +to skip their respective prompt.

+
+ + +
+
+
#   + + + def + get_worker_stats( + units: list[mephisto.data_model.unit.Unit] +) -> dict[str, dict[str, list[mephisto.data_model.unit.Unit]]]: +
+ +
+ View Source + 
def get_worker_stats(units: List["Unit"]) -> Dict[str, Dict[str, List["Unit"]]]:
+    """
+    Traverse a list of units and create a mapping from worker id
+    to their units, grouped by their current status
+    """
+    previous_work_by_worker: Dict[str, Dict[str, List["Unit"]]] = {}
+    for unit in units:
+        w_id = unit.worker_id
+        if w_id not in previous_work_by_worker:
+            previous_work_by_worker[w_id] = {
+                "accepted": [],
+                "soft_rejected": [],
+                "rejected": [],
+            }
+        previous_work_by_worker[w_id][unit.get_status()].append(unit)
+    return previous_work_by_worker
+
+ +
+ +

Traverse a list of units and create a mapping from worker id +to their units, grouped by their current status

+
+ + +
+
+
#   + + + def + format_worker_stats( + worker_id: str, + previous_work_by_worker: dict[str, dict[str, list[mephisto.data_model.unit.Unit]]] +) -> str: +
+ +
+ View Source + 
def format_worker_stats(
+    worker_id: str, previous_work_by_worker: Dict[str, Dict[str, List["Unit"]]]
+) -> str:
+    """
+    When given a worker id and a list of worker stats, return a string
+    containing the proportion of accepted to rejected work.
+    """
+    prev_work = previous_work_by_worker.get(worker_id)
+    if prev_work is None:
+        return "(First time worker!)"
+    accepted_work = len(prev_work["accepted"])
+    soft_rejected_work = len(prev_work["soft_rejected"])
+    rejected_work = len(prev_work["rejected"])
+    return f"({accepted_work} | {rejected_work + soft_rejected_work}({soft_rejected_work}) / {accepted_work + soft_rejected_work + rejected_work})"
+
+ +
+ +

When given a worker id and a list of worker stats, return a string +containing the proportion of accepted to rejected work.

+
+ + +
+
+
#   + + + def + run_examine_by_worker( + db: mephisto.abstractions.database.MephistoDB, + format_data_for_printing: Callable[[Dict[str, Any]], str], + task_name: Union[str, NoneType] = None, + block_qualification: Union[str, NoneType] = None, + approve_qualification: Union[str, NoneType] = None +): +
+ +
+ View Source + 
def run_examine_by_worker(
+    db: "MephistoDB",
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+    task_name: Optional[str] = None,
+    block_qualification: Optional[str] = None,
+    approve_qualification: Optional[str] = None,
+):
+    """
+    Basic script for reviewing work, grouped by worker for convenience. First gets
+    the required information to run a review, then
+    """
+    data_browser = DataBrowser(db=db)
+
+    # Get initial arguments
+    if task_name is None:
+        task_name, block_qualification, approve_qualification = prompt_for_options(
+            task_name, block_qualification, approve_qualification
+        )
+
+    tasks = db.find_tasks(task_name=task_name)
+    assert len(tasks) >= 1, f"No task found under name {task_name}"
+
+    print(
+        "You will be reviewing actual tasks with this flow. Tasks that you either Accept or Pass "
+        "will be paid out to the worker, while rejected tasks will not. Passed tasks will be "
+        "specially marked such that you can leave them out of your dataset. \n"
+        "You may enter the option in caps to apply it to the rest of the units for a given worker."
+    )
+    if block_qualification is not None:
+        created_block_qual = find_or_create_qualification(db, block_qualification)
+        print(
+            "When you pass or reject a task, the script gives you an option to disqualify the worker "
+            "from future tasks by assigning a qualification. If provided, this worker will no "
+            "longer be able to work on tasks where the set --block-qualification shares the same name "
+            f"you provided above: {block_qualification}\n"
+        )
+    if approve_qualification is not None:
+        created_approve_qual = find_or_create_qualification(db, approve_qualification)
+        print(
+            "You may use this script to establish a qualified worker pool by granting the provided "
+            f"approve qualification {approve_qualification} to workers you think understand the task "
+            "well. This will be provided as an option for workers you (A)pprove all on. "
+            "Future tasks can use this qual as a required qualification, as described in the "
+            "common qualification flows document."
+        )
+    print(
+        "**************\n"
+        "You should only reject tasks when it is clear the worker has acted in bad faith, and "
+        "didn't actually do the task. Prefer to pass on tasks that were misunderstandings.\n"
+        "**************\n"
+    )
+
+    units = data_browser.get_units_for_task_name(task_name)
+
+    others = [u for u in units if u.get_status() != "completed"]
+    units = [u for u in units if u.get_status() == "completed"]
+    reviews_left = len(units)
+    previous_work_by_worker = get_worker_stats(others)
+
+    # Determine allowed options
+    options = ["a", "p", "r"]
+    options_string = "Do you want to accept this work? (a)ccept, (r)eject, (p)ass:"
+
+    units_by_worker: Dict[str, List["Unit"]] = {}
+
+    for u in units:
+        w_id = u.worker_id
+        if w_id not in units_by_worker:
+            units_by_worker[w_id] = []
+        units_by_worker[w_id].append(u)
+
+    # Run the review
+    for w_id, w_units in units_by_worker.items():
+        worker = Worker.get(db, w_id)
+        worker_name = worker.worker_name
+        apply_all_decision = None
+        reason = None
+        for idx, unit in enumerate(w_units):
+
+            print(
+                f"Reviewing for worker {worker_name}, ({idx+1}/{len(w_units)}), "
+                f"Previous {format_worker_stats(w_id, previous_work_by_worker)} "
+                f"(total remaining: {reviews_left})"
+            )
+            reviews_left -= 1
+            print(format_data_for_printing(data_browser.get_data_from_unit(unit)))
+            if apply_all_decision is not None:
+                decision = apply_all_decision
+            else:
+                decision = input(
+                    "Do you want to accept this work? (a)ccept, (r)eject, (p)ass: "
+                )
+            while decision.lower() not in options:
+                decision = input(
+                    "Decision must be one of a, p, r. Use CAPS to apply to all remaining for worker: "
+                )
+
+            agent = unit.get_assigned_agent()
+            assert (
+                agent is not None
+            ), f"Can't make decision on None agent... issue with {unit}"
+            if decision.lower() == "a":
+                agent.approve_work()
+                if decision == "A" and approve_qualification is not None:
+                    should_special_qualify = input(
+                        "Do you want to approve qualify this worker? (y)es/(n)o: "
+                    )
+                    if should_special_qualify.lower() in ["y", "yes"]:
+                        worker.grant_qualification(approve_qualification, 1)
+            elif decision.lower() == "p":
+                agent.soft_reject_work()
+                if apply_all_decision is None and block_qualification is not None:
+                    should_soft_block = input(
+                        "Do you want to soft block this worker? (y)es/(n)o: "
+                    )
+                    if should_soft_block.lower() in ["y", "yes"]:
+                        worker.grant_qualification(block_qualification, 1)
+            else:  # decision = 'r'
+                if apply_all_decision is None:
+                    reason = input("Why are you rejecting this work? ")
+                    should_block = input(
+                        "Do you want to hard block this worker? (y)es/(n)o: "
+                    )
+                    if should_block.lower() in ["y", "yes"]:
+                        block_reason = input("Why permanently block this worker? ")
+                        worker.block_worker(block_reason)
+                agent.reject_work(reason)
+
+            if decision.lower() != decision:
+                apply_all_decision = decision.lower()
+
+ +
+ +

Basic script for reviewing work, grouped by worker for convenience. First gets +the required information to run a review, then

+
+ + +
+
+
#   + + + def + run_examine_or_review( + db: mephisto.abstractions.database.MephistoDB, + format_data_for_printing: Callable[[Dict[str, Any]], str] +) -> None: +
+ +
+ View Source + 
def run_examine_or_review(
+    db: "MephistoDB",
+    format_data_for_printing: Callable[[Dict[str, Any]], str],
+) -> None:
+    do_review = input(
+        "Do you want to (r)eview, or (e)xamine data? Default "
+        "examine. Can put e <end> or e <start> <end> to choose "
+        "how many to view\n"
+    )
+
+    if do_review.lower().startswith("r"):
+        run_examine_by_worker(db, format_data_for_printing)
+    else:
+        start = 0
+        end = 15
+        opts = do_review.split(" ")
+        if len(opts) == 2:
+            end = int(opts[1])
+        elif len(opts) == 3:
+            start = int(opts[1])
+            end = int(opts[2])
+        task_name = input("Input task name: ")
+        print_results(db, task_name, format_data_for_printing, start=start, end=end)
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/tools/scripts.html b/docs/web/static/python_api/mephisto/tools/scripts.html new file mode 100644 index 000000000..2122f53d1 --- /dev/null +++ b/docs/web/static/python_api/mephisto/tools/scripts.html @@ -0,0 +1,905 @@ + + + + + + + + + mephisto.tools.scripts API documentation + + + + + + + + + +
+
+

+mephisto.tools.scripts

+ +

Utilities that are useful for Mephisto-related scripts.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+"""
+Utilities that are useful for Mephisto-related scripts.
+"""
+
+from mephisto.abstractions.databases.local_database import LocalMephistoDB
+from mephisto.operations.operator import Operator
+from mephisto.abstractions.databases.local_singleton_database import MephistoSingletonDB
+from mephisto.utils.testing import get_mock_requester
+from mephisto.utils.dirs import get_root_data_dir, get_run_file_dir
+from mephisto.operations.hydra_config import (
+    build_default_task_config,
+    register_script_config,
+    TaskConfig,
+)
+
+from omegaconf import DictConfig, OmegaConf
+
+import functools
+import hydra
+import argparse
+import subprocess
+from typing import (
+    Tuple,
+    Dict,
+    Any,
+    Type,
+    TypeVar,
+    Callable,
+    Optional,
+    cast,
+    TYPE_CHECKING,
+)
+import os
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+
+
+def load_db_and_process_config(
+    cfg: DictConfig, print_config=False
+) -> Tuple["MephistoDB", DictConfig]:
+    """
+    Using a Hydra DictConfig built from a TaskConfig,
+    load the desired MephistoDB and
+    validate the config against the database contents, then
+    return the database and validated config.
+
+    Takes in an option to print out the configuration before returning
+    """
+    db = get_db_from_config(cfg)
+    valid_config = augment_config_from_db(cfg, db)
+    if print_config:
+        print(OmegaConf.to_yaml(valid_config))
+    return db, valid_config
+
+
+def process_config_and_get_operator(
+    cfg: DictConfig, print_config=False
+) -> Tuple["Operator", DictConfig]:
+    """
+    Using a Hydra DictConfig built from a TaskConfig,
+    return an operator for that task as well as a validated config.
+
+    Takes in an option to print out the configuration before returning
+    """
+    db, valid_config = load_db_and_process_config(cfg, print_config=print_config)
+    return Operator(db), valid_config
+
+
+TaskFunction = TypeVar("TaskFunction", bound=Callable[..., Any])
+
+
+def task_script(
+    config: Optional[Type[TaskConfig]] = None,
+    default_config_file: Optional[str] = None,
+    config_path: str = "hydra_configs",  # Override if using a different dir
+) -> Callable[[TaskFunction], Any]:
+    """
+    Create a decorator for the main of a Mephisto task script
+
+    Must provide one of config (a TaskConfig dataclass) or default_config_file
+    (the location of a default task config hydra yaml), the former
+    will be preferred.
+
+    May specify a config_path override if not using `hydra_configs` at the
+    run script location.
+    """
+    if config is not None:
+        used_config = config
+    else:
+        assert (
+            default_config_file is not None
+        ), "Must provide one of config or default_config_file"
+        used_config = build_default_task_config(default_config_file)
+    register_script_config(name="taskconfig", module=used_config)
+
+    def task_script_wrapper(script_func: TaskFunction) -> TaskFunction:
+        @functools.wraps(script_func)
+        def process_config_and_run_main(cfg: "DictConfig"):
+            operator, cfg = process_config_and_get_operator(cfg)
+            try:
+                ret_val = script_func(operator, cfg)
+            except Exception as e:
+                raise e
+            finally:
+                if not operator.is_shutdown:
+                    operator.shutdown()
+            return ret_val
+
+        absolute_config_path = os.path.abspath(
+            os.path.join(get_run_file_dir(), config_path)
+        )
+        hydra_wrapper = hydra.main(
+            config_path=absolute_config_path, config_name="taskconfig"
+        )
+        return cast(TaskFunction, hydra_wrapper(process_config_and_run_main))
+
+    return task_script_wrapper
+
+
+def get_db_from_config(cfg: DictConfig) -> "MephistoDB":
+    """
+    Get a MephistoDB from the given configuration. As of now
+    this defaults to a LocalMephistoDB
+    """
+    datapath = cfg.mephisto.get("datapath", None)
+
+    if datapath is None:
+        datapath = get_root_data_dir()
+
+    database_path = os.path.join(datapath, "database.db")
+
+    database_type = cfg.mephisto.database._database_type
+
+    if database_type == "local":
+        return LocalMephistoDB(database_path=database_path)
+    elif database_type == "singleton":
+        return MephistoSingletonDB(database_path=database_path)
+    else:
+        raise AssertionError(f"Provided database_type {database_type} is not valid")
+
+
+def augment_config_from_db(script_cfg: DictConfig, db: "MephistoDB") -> DictConfig:
+    """
+    Check the database for validity of the incoming MephistoConfig, ensure
+    that the config has all the necessary fields set.
+    """
+    cfg = script_cfg.mephisto
+    requester_name = cfg.provider.get("requester_name", None)
+    provider_type = cfg.provider.get("_provider_type", None)
+    architect_type = cfg.architect.get("_architect_type", None)
+
+    if requester_name is None:
+        if provider_type is None:
+            print("No requester specified, defaulting to mock")
+            provider_type = "mock"
+        if provider_type == "mock":
+            req = get_mock_requester(db)
+            requester_name = req.requester_name
+        else:
+            reqs = db.find_requesters(provider_type=provider_type)
+            if len(reqs) == 0:
+                print(
+                    f"No requesters found for provider type {provider_type}, please "
+                    f"register one. You can register with `mephisto register {provider_type}`, "
+                    f"or `python mephisto/client/cli.py register {provider_type}` if you haven't "
+                    "installed Mephisto using poetry."
+                )
+                exit(1)
+            elif len(reqs) == 1:
+                req = reqs[0]
+                requester_name = req.requester_name
+                print(
+                    f"Found one `{provider_type}` requester to launch with: {requester_name}"
+                )
+            else:
+                req = reqs[-1]
+                requester_name = req.requester_name
+                print(
+                    f"Found many `{provider_type}` requesters to launch with, "
+                    f"choosing the most recent: {requester_name}"
+                )
+    else:
+        # Ensure provided requester exists
+        reqs = db.find_requesters(requester_name=requester_name)
+        if len(reqs) == 0:
+            print(
+                f"No requesters found under name {requester_name}, "
+                "have you registered with `mephisto register`?"
+            )
+            exit(1)
+        provider_type = reqs[0].provider_type
+
+    if provider_type in ["mturk"]:
+        input(
+            f"This task is going to launch live on {provider_type}, press enter to continue: "
+        )
+    if provider_type in ["mturk_sandbox", "mturk"] and architect_type not in [
+        "heroku",
+        "ec2",
+    ]:
+        input(
+            f"This task is going to launch live on {provider_type}, but your "
+            f"provided architect is {architect_type}, are you sure you "
+            "want to do this? : "
+        )
+
+    cfg.provider.requester_name = requester_name
+    cfg.provider._provider_type = provider_type
+    return script_cfg
+
+
+def build_custom_bundle(custom_src_dir):
+    """Locate all of the custom files used for a custom build, create
+    a prebuild directory containing all of them, then build the
+    custom source.
+
+    Check dates to only go through this build process when files have changes
+    """
+    IGNORE_FOLDERS = {"node_modules", "build"}
+
+    prebuild_path = os.path.join(custom_src_dir, "webapp")
+
+    IGNORE_FOLDERS = {os.path.join(prebuild_path, f) for f in IGNORE_FOLDERS}
+    build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+    # see if we need to rebuild
+    if os.path.exists(build_path):
+        created_date = os.path.getmtime(build_path)
+        up_to_date = True
+
+        for root, dirs, files in os.walk(prebuild_path):
+            for igf in IGNORE_FOLDERS:
+                should_ignore = False
+                if igf in root:
+                    should_ignore = True
+            if should_ignore:
+                continue
+            if not up_to_date:
+                break
+            for fname in files:
+                path = os.path.join(root, fname)
+                if os.path.getmtime(path) > created_date:
+                    up_to_date = False
+                    break
+        if up_to_date:
+            return build_path
+
+    # navigate and build
+    return_dir = os.getcwd()
+    os.chdir(prebuild_path)
+    packages_installed = subprocess.call(["npm", "install"])
+    if packages_installed != 0:
+        raise Exception(
+            "please make sure npm is installed, otherwise view "
+            "the above error for more info."
+        )
+
+    webpack_complete = subprocess.call(["npm", "run", "dev"])
+    if webpack_complete != 0:
+        raise Exception(
+            "Webpack appears to have failed to build your "
+            "frontend. See the above error for more information."
+        )
+
+    # cleanup and return
+    os.chdir(return_dir)
+    return build_path
+
+ +
+ +
+
+
#   + + + def + load_db_and_process_config( + cfg: omegaconf.dictconfig.DictConfig, + print_config=False +) -> tuple[mephisto.abstractions.database.MephistoDB, omegaconf.dictconfig.DictConfig]: +
+ +
+ View Source + 
def load_db_and_process_config(
+    cfg: DictConfig, print_config=False
+) -> Tuple["MephistoDB", DictConfig]:
+    """
+    Using a Hydra DictConfig built from a TaskConfig,
+    load the desired MephistoDB and
+    validate the config against the database contents, then
+    return the database and validated config.
+
+    Takes in an option to print out the configuration before returning
+    """
+    db = get_db_from_config(cfg)
+    valid_config = augment_config_from_db(cfg, db)
+    if print_config:
+        print(OmegaConf.to_yaml(valid_config))
+    return db, valid_config
+
+ +
+ +

Using a Hydra DictConfig built from a TaskConfig, +load the desired MephistoDB and +validate the config against the database contents, then +return the database and validated config.

+ +

Takes in an option to print out the configuration before returning

+
+ + +
+
+
#   + + + def + process_config_and_get_operator( + cfg: omegaconf.dictconfig.DictConfig, + print_config=False +) -> tuple[mephisto.operations.operator.Operator, omegaconf.dictconfig.DictConfig]: +
+ +
+ View Source + 
def process_config_and_get_operator(
+    cfg: DictConfig, print_config=False
+) -> Tuple["Operator", DictConfig]:
+    """
+    Using a Hydra DictConfig built from a TaskConfig,
+    return an operator for that task as well as a validated config.
+
+    Takes in an option to print out the configuration before returning
+    """
+    db, valid_config = load_db_and_process_config(cfg, print_config=print_config)
+    return Operator(db), valid_config
+
+ +
+ +

Using a Hydra DictConfig built from a TaskConfig, +return an operator for that task as well as a validated config.

+ +

Takes in an option to print out the configuration before returning

+
+ + +
+
+
#   + + + def + task_script( + config: Union[Type[mephisto.operations.hydra_config.TaskConfig], NoneType] = None, + default_config_file: Union[str, NoneType] = None, + config_path: str = 'hydra_configs' +) -> Callable[[~TaskFunction], Any]: +
+ +
+ View Source + 
def task_script(
+    config: Optional[Type[TaskConfig]] = None,
+    default_config_file: Optional[str] = None,
+    config_path: str = "hydra_configs",  # Override if using a different dir
+) -> Callable[[TaskFunction], Any]:
+    """
+    Create a decorator for the main of a Mephisto task script
+
+    Must provide one of config (a TaskConfig dataclass) or default_config_file
+    (the location of a default task config hydra yaml), the former
+    will be preferred.
+
+    May specify a config_path override if not using `hydra_configs` at the
+    run script location.
+    """
+    if config is not None:
+        used_config = config
+    else:
+        assert (
+            default_config_file is not None
+        ), "Must provide one of config or default_config_file"
+        used_config = build_default_task_config(default_config_file)
+    register_script_config(name="taskconfig", module=used_config)
+
+    def task_script_wrapper(script_func: TaskFunction) -> TaskFunction:
+        @functools.wraps(script_func)
+        def process_config_and_run_main(cfg: "DictConfig"):
+            operator, cfg = process_config_and_get_operator(cfg)
+            try:
+                ret_val = script_func(operator, cfg)
+            except Exception as e:
+                raise e
+            finally:
+                if not operator.is_shutdown:
+                    operator.shutdown()
+            return ret_val
+
+        absolute_config_path = os.path.abspath(
+            os.path.join(get_run_file_dir(), config_path)
+        )
+        hydra_wrapper = hydra.main(
+            config_path=absolute_config_path, config_name="taskconfig"
+        )
+        return cast(TaskFunction, hydra_wrapper(process_config_and_run_main))
+
+    return task_script_wrapper
+
+ +
+ +

Create a decorator for the main of a Mephisto task script

+ +

Must provide one of config (a TaskConfig dataclass) or default_config_file +(the location of a default task config hydra yaml), the former +will be preferred.

+ +

May specify a config_path override if not using hydra_configs at the +run script location.

+
+ + +
+
+
#   + + + def + get_db_from_config( + cfg: omegaconf.dictconfig.DictConfig +) -> mephisto.abstractions.database.MephistoDB: +
+ +
+ View Source + 
def get_db_from_config(cfg: DictConfig) -> "MephistoDB":
+    """
+    Get a MephistoDB from the given configuration. As of now
+    this defaults to a LocalMephistoDB
+    """
+    datapath = cfg.mephisto.get("datapath", None)
+
+    if datapath is None:
+        datapath = get_root_data_dir()
+
+    database_path = os.path.join(datapath, "database.db")
+
+    database_type = cfg.mephisto.database._database_type
+
+    if database_type == "local":
+        return LocalMephistoDB(database_path=database_path)
+    elif database_type == "singleton":
+        return MephistoSingletonDB(database_path=database_path)
+    else:
+        raise AssertionError(f"Provided database_type {database_type} is not valid")
+
+ +
+ +

Get a MephistoDB from the given configuration. As of now +this defaults to a LocalMephistoDB

+
+ + +
+
+
#   + + + def + augment_config_from_db( + script_cfg: omegaconf.dictconfig.DictConfig, + db: mephisto.abstractions.database.MephistoDB +) -> omegaconf.dictconfig.DictConfig: +
+ +
+ View Source + 
def augment_config_from_db(script_cfg: DictConfig, db: "MephistoDB") -> DictConfig:
+    """
+    Check the database for validity of the incoming MephistoConfig, ensure
+    that the config has all the necessary fields set.
+    """
+    cfg = script_cfg.mephisto
+    requester_name = cfg.provider.get("requester_name", None)
+    provider_type = cfg.provider.get("_provider_type", None)
+    architect_type = cfg.architect.get("_architect_type", None)
+
+    if requester_name is None:
+        if provider_type is None:
+            print("No requester specified, defaulting to mock")
+            provider_type = "mock"
+        if provider_type == "mock":
+            req = get_mock_requester(db)
+            requester_name = req.requester_name
+        else:
+            reqs = db.find_requesters(provider_type=provider_type)
+            if len(reqs) == 0:
+                print(
+                    f"No requesters found for provider type {provider_type}, please "
+                    f"register one. You can register with `mephisto register {provider_type}`, "
+                    f"or `python mephisto/client/cli.py register {provider_type}` if you haven't "
+                    "installed Mephisto using poetry."
+                )
+                exit(1)
+            elif len(reqs) == 1:
+                req = reqs[0]
+                requester_name = req.requester_name
+                print(
+                    f"Found one `{provider_type}` requester to launch with: {requester_name}"
+                )
+            else:
+                req = reqs[-1]
+                requester_name = req.requester_name
+                print(
+                    f"Found many `{provider_type}` requesters to launch with, "
+                    f"choosing the most recent: {requester_name}"
+                )
+    else:
+        # Ensure provided requester exists
+        reqs = db.find_requesters(requester_name=requester_name)
+        if len(reqs) == 0:
+            print(
+                f"No requesters found under name {requester_name}, "
+                "have you registered with `mephisto register`?"
+            )
+            exit(1)
+        provider_type = reqs[0].provider_type
+
+    if provider_type in ["mturk"]:
+        input(
+            f"This task is going to launch live on {provider_type}, press enter to continue: "
+        )
+    if provider_type in ["mturk_sandbox", "mturk"] and architect_type not in [
+        "heroku",
+        "ec2",
+    ]:
+        input(
+            f"This task is going to launch live on {provider_type}, but your "
+            f"provided architect is {architect_type}, are you sure you "
+            "want to do this? : "
+        )
+
+    cfg.provider.requester_name = requester_name
+    cfg.provider._provider_type = provider_type
+    return script_cfg
+
+ +
+ +

Check the database for validity of the incoming MephistoConfig, ensure +that the config has all the necessary fields set.

+
+ + +
+
+
#   + + + def + build_custom_bundle(custom_src_dir): +
+ +
+ View Source + 
def build_custom_bundle(custom_src_dir):
+    """Locate all of the custom files used for a custom build, create
+    a prebuild directory containing all of them, then build the
+    custom source.
+
+    Check dates to only go through this build process when files have changes
+    """
+    IGNORE_FOLDERS = {"node_modules", "build"}
+
+    prebuild_path = os.path.join(custom_src_dir, "webapp")
+
+    IGNORE_FOLDERS = {os.path.join(prebuild_path, f) for f in IGNORE_FOLDERS}
+    build_path = os.path.join(prebuild_path, "build", "bundle.js")
+
+    # see if we need to rebuild
+    if os.path.exists(build_path):
+        created_date = os.path.getmtime(build_path)
+        up_to_date = True
+
+        for root, dirs, files in os.walk(prebuild_path):
+            for igf in IGNORE_FOLDERS:
+                should_ignore = False
+                if igf in root:
+                    should_ignore = True
+            if should_ignore:
+                continue
+            if not up_to_date:
+                break
+            for fname in files:
+                path = os.path.join(root, fname)
+                if os.path.getmtime(path) > created_date:
+                    up_to_date = False
+                    break
+        if up_to_date:
+            return build_path
+
+    # navigate and build
+    return_dir = os.getcwd()
+    os.chdir(prebuild_path)
+    packages_installed = subprocess.call(["npm", "install"])
+    if packages_installed != 0:
+        raise Exception(
+            "please make sure npm is installed, otherwise view "
+            "the above error for more info."
+        )
+
+    webpack_complete = subprocess.call(["npm", "run", "dev"])
+    if webpack_complete != 0:
+        raise Exception(
+            "Webpack appears to have failed to build your "
+            "frontend. See the above error for more information."
+        )
+
+    # cleanup and return
+    os.chdir(return_dir)
+    return build_path
+
+ +
+ +

Locate all of the custom files used for a custom build, create +a prebuild directory containing all of them, then build the +custom source.

+ +

Check dates to only go through this build process when files have changes

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils.html b/docs/web/static/python_api/mephisto/utils.html new file mode 100644 index 000000000..91b54e3b7 --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils.html @@ -0,0 +1,296 @@ + + + + + + + + + mephisto.utils API documentation + + + + + + + + + +
+
+

+mephisto.utils

+ +

Utils

+ +

Contains classes and utility functions that are generally useful for Mephisto classes to rely on and which don't better belong in a specific subfolder. These are differ from tools, which are more likely to be used directly by external Mephisto users rather than internal Mephisto classes.

+ +

metrics.py

+ +

This file contains useful functionality for managing the prometheus and grafana servers associated with Mephisto.

+ +

logger_core.py

+ +

This module contains helpers to simplify the process of generating unique loggers and logging configuration for various parts of Mephisto. At the moment this only outlines the basic logging style that Mephisto uses, though much is still to be done in order to set up logging throughout Mephisto, simplified controls for getting debug information across certain files, and user configuration of Mephisto logs.

+ +

dirs.py

+ +

This file contains number of helper utils that (at the moment) rely on the local-storage implementation of Mephisto. These utils help navigate the files present in the mephisto architecture, identify task files, link classes, etc. Docstrings in this class explain in more detail.

+ +

testing.py

+ +

This file contains functions that are specifically useful for setting up mock data in tests.

+ +

qualifications.py

+ +

This file contains helpers that are used for interfacing with or creating Mephisto qualifications.

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+
+"""
+.. include:: README.md
+"""
+__docformat__ = "restructuredtext"
+
+ +
+ +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils/dirs.html b/docs/web/static/python_api/mephisto/utils/dirs.html new file mode 100644 index 000000000..c1b64dec9 --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils/dirs.html @@ -0,0 +1,711 @@ + + + + + + + + + mephisto.utils.dirs API documentation + + + + + + + + + +
+
+

+mephisto.utils.dirs

+ +

Contains centralized accessors for default Mephisto directories

+
+ +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+"""
+Contains centralized accessors for default Mephisto directories
+"""
+
+import os
+import sys
+
+from distutils.dir_util import copy_tree
+from mephisto.data_model.constants import NO_PROJECT_NAME
+from mephisto.operations.config_handler import (
+    add_config_arg,
+    get_config_arg,
+    CORE_SECTION,
+    DATA_STORAGE_KEY,
+    DEFAULT_CONFIG_FILE,
+)
+from typing import Optional, TYPE_CHECKING
+
+
+if TYPE_CHECKING:
+    from mephisto.data_model.task_run import TaskRun
+
+
+loaded_data_dir = None
+
+
+def get_root_dir() -> str:
+    """Return the currently configured root mephisto directory"""
+    # This file is at ROOT/mephisto/utils/dirs.py
+    return os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+
+def get_provider_dir() -> str:
+    """
+    Return the path to the mephisto providers diroctory
+    """
+    return os.path.join(get_root_dir(), "mephisto/abstractions/providers")
+
+
+def get_tasks_dir() -> str:
+    """
+    Return the directory where the mephisto user has configured their personal tasks
+    to exist in
+    """
+    return os.path.join(get_root_dir(), "mephisto/tasks")
+
+
+def get_dir_for_task(task_name: str, not_exists_ok: bool = False) -> Optional[str]:
+    """
+    Return the directory for the given task, if it exists. Check the user's task
+    dir first and then the gallery second.
+    """
+    dir_path = os.path.join(get_tasks_dir(), task_name)
+    if os.path.exists(dir_path) or not_exists_ok:
+        return dir_path
+    return None
+
+
+def get_root_data_dir() -> str:
+    """
+    Return the directory where the mephisto data is expected to go
+    """
+    global loaded_data_dir
+    if loaded_data_dir is None:
+        default_data_dir = os.path.join(get_root_dir(), "data")
+        actual_data_dir = get_config_arg(CORE_SECTION, DATA_STORAGE_KEY)
+        if actual_data_dir is None:
+            data_dir_location = input(
+                "Please enter the full path to a location to store Mephisto run data. By default this "
+                f"would be at '{default_data_dir}'. This dir should NOT be on a distributed file "
+                "store. Press enter to use the default: "
+            ).strip()
+            if len(data_dir_location) == 0:
+                data_dir_location = default_data_dir
+            data_dir_location = os.path.expanduser(data_dir_location)
+            os.makedirs(data_dir_location, exist_ok=True)
+            # Check to see if there is existing data to possibly move to the data dir:
+            database_loc = os.path.join(default_data_dir, "database.db")
+            if os.path.exists(database_loc) and data_dir_location != default_data_dir:
+                should_migrate = (
+                    input(
+                        "We have found an existing database in the default data directory, do you want to "
+                        f"copy any existing data from the default location to {data_dir_location}? (y)es/no: "
+                    )
+                    .lower()
+                    .strip()
+                )
+                if len(should_migrate) == 0 or should_migrate[0] == "y":
+                    copy_tree(default_data_dir, data_dir_location)
+                    print(
+                        "Mephisto data successfully copied, once you've confirmed the migration worked, "
+                        "feel free to remove all of the contents in "
+                        f"{default_data_dir} EXCEPT for `README.md`."
+                    )
+            add_config_arg(CORE_SECTION, DATA_STORAGE_KEY, data_dir_location)
+
+        loaded_data_dir = get_config_arg(CORE_SECTION, DATA_STORAGE_KEY)
+
+        if not os.path.isdir(loaded_data_dir):
+            raise NotADirectoryError(
+                f"The provided Mephisto data directory {loaded_data_dir} as set in "
+                f"{DEFAULT_CONFIG_FILE} is not a directory! Please locate your Mephisto "
+                f"data directory and update {DEFAULT_CONFIG_FILE} to point to it."
+            )
+
+    return loaded_data_dir
+
+
+def get_data_dir(root_dir: Optional[str] = None) -> str:
+    """
+    Return the directory where the mephisto data is expected to go
+    """
+    if root_dir is None:
+        return get_root_data_dir()
+    return os.path.join(root_dir, "data")
+
+
+def get_mephisto_tmp_dir() -> str:
+    """
+    Return the directory where the mephisto temporary build files go
+    """
+    return os.path.join(get_root_dir(), "tmp")
+
+
+def get_dir_for_run(task_run: "TaskRun", project_name: str = NO_PROJECT_NAME) -> str:
+    """
+    Return the directory where the mephisto run data is expected to go
+    """
+    run_id = task_run.db_id
+    root_dir = task_run.db.db_root
+    return os.path.join(get_data_dir(root_dir), "runs", project_name, run_id)
+
+
+def get_run_file_dir() -> str:
+    """
+    Utility function to get the directory that a particular
+    python run file is contained in, even when run from
+    a different directory.
+
+    Useful as configuration information for a task is generally
+    kept within the same directory as the run script
+    """
+    if len(sys.argv) == 0:
+        return os.getcwd()
+    ran_file = sys.argv[0]
+    return os.path.abspath(os.path.dirname(ran_file))
+
+ +
+ +
+
+
#   + + + def + get_root_dir() -> str: +
+ +
+ View Source + 
def get_root_dir() -> str:
+    """Return the currently configured root mephisto directory"""
+    # This file is at ROOT/mephisto/utils/dirs.py
+    return os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+ +
+ +

Return the currently configured root mephisto directory

+
+ + +
+
+
#   + + + def + get_provider_dir() -> str: +
+ +
+ View Source + 
def get_provider_dir() -> str:
+    """
+    Return the path to the mephisto providers diroctory
+    """
+    return os.path.join(get_root_dir(), "mephisto/abstractions/providers")
+
+ +
+ +

Return the path to the mephisto providers diroctory

+
+ + +
+
+
#   + + + def + get_tasks_dir() -> str: +
+ +
+ View Source + 
def get_tasks_dir() -> str:
+    """
+    Return the directory where the mephisto user has configured their personal tasks
+    to exist in
+    """
+    return os.path.join(get_root_dir(), "mephisto/tasks")
+
+ +
+ +

Return the directory where the mephisto user has configured their personal tasks +to exist in

+
+ + +
+
+
#   + + + def + get_dir_for_task(task_name: str, not_exists_ok: bool = False) -> Union[str, NoneType]: +
+ +
+ View Source + 
def get_dir_for_task(task_name: str, not_exists_ok: bool = False) -> Optional[str]:
+    """
+    Return the directory for the given task, if it exists. Check the user's task
+    dir first and then the gallery second.
+    """
+    dir_path = os.path.join(get_tasks_dir(), task_name)
+    if os.path.exists(dir_path) or not_exists_ok:
+        return dir_path
+    return None
+
+ +
+ +

Return the directory for the given task, if it exists. Check the user's task +dir first and then the gallery second.

+
+ + +
+
+
#   + + + def + get_root_data_dir() -> str: +
+ +
+ View Source + 
def get_root_data_dir() -> str:
+    """
+    Return the directory where the mephisto data is expected to go
+    """
+    global loaded_data_dir
+    if loaded_data_dir is None:
+        default_data_dir = os.path.join(get_root_dir(), "data")
+        actual_data_dir = get_config_arg(CORE_SECTION, DATA_STORAGE_KEY)
+        if actual_data_dir is None:
+            data_dir_location = input(
+                "Please enter the full path to a location to store Mephisto run data. By default this "
+                f"would be at '{default_data_dir}'. This dir should NOT be on a distributed file "
+                "store. Press enter to use the default: "
+            ).strip()
+            if len(data_dir_location) == 0:
+                data_dir_location = default_data_dir
+            data_dir_location = os.path.expanduser(data_dir_location)
+            os.makedirs(data_dir_location, exist_ok=True)
+            # Check to see if there is existing data to possibly move to the data dir:
+            database_loc = os.path.join(default_data_dir, "database.db")
+            if os.path.exists(database_loc) and data_dir_location != default_data_dir:
+                should_migrate = (
+                    input(
+                        "We have found an existing database in the default data directory, do you want to "
+                        f"copy any existing data from the default location to {data_dir_location}? (y)es/no: "
+                    )
+                    .lower()
+                    .strip()
+                )
+                if len(should_migrate) == 0 or should_migrate[0] == "y":
+                    copy_tree(default_data_dir, data_dir_location)
+                    print(
+                        "Mephisto data successfully copied, once you've confirmed the migration worked, "
+                        "feel free to remove all of the contents in "
+                        f"{default_data_dir} EXCEPT for `README.md`."
+                    )
+            add_config_arg(CORE_SECTION, DATA_STORAGE_KEY, data_dir_location)
+
+        loaded_data_dir = get_config_arg(CORE_SECTION, DATA_STORAGE_KEY)
+
+        if not os.path.isdir(loaded_data_dir):
+            raise NotADirectoryError(
+                f"The provided Mephisto data directory {loaded_data_dir} as set in "
+                f"{DEFAULT_CONFIG_FILE} is not a directory! Please locate your Mephisto "
+                f"data directory and update {DEFAULT_CONFIG_FILE} to point to it."
+            )
+
+    return loaded_data_dir
+
+ +
+ +

Return the directory where the mephisto data is expected to go

+
+ + +
+
+
#   + + + def + get_data_dir(root_dir: Union[str, NoneType] = None) -> str: +
+ +
+ View Source + 
def get_data_dir(root_dir: Optional[str] = None) -> str:
+    """
+    Return the directory where the mephisto data is expected to go
+    """
+    if root_dir is None:
+        return get_root_data_dir()
+    return os.path.join(root_dir, "data")
+
+ +
+ +

Return the directory where the mephisto data is expected to go

+
+ + +
+
+
#   + + + def + get_mephisto_tmp_dir() -> str: +
+ +
+ View Source + 
def get_mephisto_tmp_dir() -> str:
+    """
+    Return the directory where the mephisto temporary build files go
+    """
+    return os.path.join(get_root_dir(), "tmp")
+
+ +
+ +

Return the directory where the mephisto temporary build files go

+
+ + +
+
+
#   + + + def + get_dir_for_run( + task_run: mephisto.data_model.task_run.TaskRun, + project_name: str = 'NO_PROJECT' +) -> str: +
+ +
+ View Source + 
def get_dir_for_run(task_run: "TaskRun", project_name: str = NO_PROJECT_NAME) -> str:
+    """
+    Return the directory where the mephisto run data is expected to go
+    """
+    run_id = task_run.db_id
+    root_dir = task_run.db.db_root
+    return os.path.join(get_data_dir(root_dir), "runs", project_name, run_id)
+
+ +
+ +

Return the directory where the mephisto run data is expected to go

+
+ + +
+
+
#   + + + def + get_run_file_dir() -> str: +
+ +
+ View Source + 
def get_run_file_dir() -> str:
+    """
+    Utility function to get the directory that a particular
+    python run file is contained in, even when run from
+    a different directory.
+
+    Useful as configuration information for a task is generally
+    kept within the same directory as the run script
+    """
+    if len(sys.argv) == 0:
+        return os.getcwd()
+    ran_file = sys.argv[0]
+    return os.path.abspath(os.path.dirname(ran_file))
+
+ +
+ +

Utility function to get the directory that a particular +python run file is contained in, even when run from +a different directory.

+ +

Useful as configuration information for a task is generally +kept within the same directory as the run script

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils/logger_core.html b/docs/web/static/python_api/mephisto/utils/logger_core.html new file mode 100644 index 000000000..b67125ec6 --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils/logger_core.html @@ -0,0 +1,572 @@ + + + + + + + + + mephisto.utils.logger_core API documentation + + + + + + + + + +
+
+

+mephisto.utils.logger_core

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+import logging
+from logging.handlers import RotatingFileHandler
+from typing import Optional, Dict, Set
+
+loggers: Dict[str, logging.Logger] = {}
+global_log_level = logging.INFO
+_seen_logs: Set[str] = set()
+
+
+def warn_once(msg: str) -> None:
+    """
+    Log a warning, but only once.
+
+    :param str msg: Message to display
+    """
+    global _seen_logs
+    if msg not in _seen_logs:
+        _seen_logs.add(msg)
+        logging.warn(msg)
+
+
+def set_mephisto_log_level(verbose: Optional[bool] = None, level: Optional[str] = None):
+    """
+    Set the global level for Mephisto logging, from
+    which all other classes will set their logging.
+
+    Verbose sets an option between DEBUG and INFO, while level allows setting
+    a specific level, and takes precedence.
+
+    Calling this function will override the desired log levels from individual files,
+    and if you want to enable a specific level for a specific logger, you'll need
+    to get that logger from the loggers dict and call setLevel
+    """
+    global global_log_level
+
+    if verbose is None and level is None:
+        raise ValueError("Must provide one of verbose or level")
+
+    if verbose is not None:
+        global_log_level = logging.DEBUG if verbose else logging.INFO
+
+    if level is not None:
+        global_log_level = logging.getLevelName(level.upper())
+
+    for logger in loggers.values():
+        logger.setLevel(global_log_level)
+
+
+def get_logger(
+    name: str,
+    verbose: Optional[bool] = None,
+    log_file: Optional[str] = None,
+    level: Optional[str] = None,
+) -> logging.Logger:
+    """
+    Gets the logger corresponds to each module
+            Parameters:
+                    name (string): the module name (__name__).
+                    verbose (bool): INFO level activated if True.
+                    log_file (string): path for saving logs locally.
+                    level (string): logging level. Values options: [info, debug, warning, error, critical].
+
+            Returns:
+                    logger (logging.Logger): the corresponding logger to the given module name.
+    """
+
+    global loggers
+    found_logger = loggers.get(name)
+    if found_logger is not None:
+        return found_logger
+    else:
+        logger = logging.getLogger(name)
+
+        level_dict = {
+            "debug": logging.DEBUG,
+            "info": logging.INFO,
+            "warning": logging.WARNING,
+            "error": logging.ERROR,
+            "critical": logging.CRITICAL,
+        }
+
+        if level is not None:
+            logger.setLevel(level_dict[level.lower()])
+        elif verbose is not None:
+            logger.setLevel(logging.DEBUG if verbose else logging.INFO)
+        else:
+            logger.setLevel(global_log_level)
+        if log_file is not None:
+            handler = RotatingFileHandler(log_file)
+            formatter = logging.Formatter(
+                "[%(asctime)s] p%(process)s {%(filename)s:%(lineno)d} %(levelname)5s - %(message)s",
+                "%m-%d %H:%M:%S",
+            )
+
+            handler.setFormatter(formatter)
+            logger.addHandler(handler)
+
+        loggers[name] = logger
+        return logger
+
+
+BOLD_RED = "\u001b[31;1m"
+RESET = "\u001b[0m"
+
+
+def format_loud(target_text: str):
+    return f"{BOLD_RED}{target_text}{RESET}"
+
+ +
+ +
+
+
#   + + loggers: Dict[str, logging.Logger] = {'mephisto.abstractions._subcomponents.task_builder': <Logger mephisto.abstractions._subcomponents.task_builder (INFO)>, 'mephisto.data_model.qualification': <Logger mephisto.data_model.qualification (INFO)>, 'mephisto.utils.qualifications': <Logger mephisto.utils.qualifications (INFO)>, 'mephisto.abstractions._subcomponents.agent_state': <Logger mephisto.abstractions._subcomponents.agent_state (INFO)>, 'mephisto.abstractions._subcomponents.task_runner': <Logger mephisto.abstractions._subcomponents.task_runner (INFO)>, 'mephisto.abstractions.blueprint': <Logger mephisto.abstractions.blueprint (INFO)>, 'mephisto.data_model.requester': <Logger mephisto.data_model.requester (INFO)>, 'mephisto.data_model.task_run': <Logger mephisto.data_model.task_run (INFO)>, 'mephisto.data_model.worker': <Logger mephisto.data_model.worker (INFO)>, 'mephisto.data_model.agent': <Logger mephisto.data_model.agent (INFO)>, 'mephisto.data_model.unit': <Logger mephisto.data_model.unit (INFO)>, 'mephisto.operations.hydra_config': <Logger mephisto.operations.hydra_config (INFO)>, 'mephisto.abstractions.providers.mock.mock_unit': <Logger mephisto.abstractions.providers.mock.mock_unit (INFO)>, 'mephisto.data_model.assignment': <Logger mephisto.data_model.assignment (INFO)>, 'mephisto.abstractions.databases.local_database': <Logger mephisto.abstractions.databases.local_database (INFO)>, 'mephisto.abstractions.providers.mturk.mturk_datastore': <Logger mephisto.abstractions.providers.mturk.mturk_datastore (INFO)>, 'mephisto.abstractions.providers.mturk.mturk_utils': <Logger mephisto.abstractions.providers.mturk.mturk_utils (INFO)>, 'mephisto.abstractions.providers.mturk.mturk_agent': <Logger mephisto.abstractions.providers.mturk.mturk_agent (INFO)>, 'mephisto.abstractions.providers.mturk.mturk_unit': <Logger mephisto.abstractions.providers.mturk.mturk_unit (INFO)>, 'mephisto.abstractions.providers.mturk.mturk_worker': <Logger mephisto.abstractions.providers.mturk.mturk_worker (INFO)>, 'mephisto.abstractions.architects.channels.websocket_channel': <Logger mephisto.abstractions.architects.channels.websocket_channel (INFO)>, 'mephisto.abstractions.architects.heroku_architect': <Logger mephisto.abstractions.architects.heroku_architect (INFO)>, 'mephisto.abstractions.architects.ec2.ec2_helpers': <Logger mephisto.abstractions.architects.ec2.ec2_helpers (INFO)>, 'mephisto.abstractions.architects.ec2.ec2_architect': <Logger mephisto.abstractions.architects.ec2.ec2_architect (INFO)>, 'mephisto.abstractions.blueprints.abstract.static_task.static_agent_state': <Logger mephisto.abstractions.blueprints.abstract.static_task.static_agent_state (INFO)>, 'mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name': <Logger mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name (INFO)>, 'mephisto.operations.task_launcher': <Logger mephisto.operations.task_launcher (INFO)>, 'mephisto.abstractions.blueprints.mixins.use_gold_unit': <Logger mephisto.abstractions.blueprints.mixins.use_gold_unit (INFO)>, 'mephisto.abstractions.databases.local_singleton_database': <Logger mephisto.abstractions.databases.local_singleton_database (INFO)>, 'mephisto.operations.client_io_handler': <Logger mephisto.operations.client_io_handler (INFO)>, 'mephisto.operations.worker_pool': <Logger mephisto.operations.worker_pool (INFO)>, 'mephisto.utils.metrics': <Logger mephisto.utils.metrics (INFO)>, 'mephisto.operations.operator': <Logger mephisto.operations.operator (INFO)>} +
+ + + + +
+
+
#   + + + def + warn_once(msg: str) -> None: +
+ +
+ View Source + 
def warn_once(msg: str) -> None:
+    """
+    Log a warning, but only once.
+
+    :param str msg: Message to display
+    """
+    global _seen_logs
+    if msg not in _seen_logs:
+        _seen_logs.add(msg)
+        logging.warn(msg)
+
+ +
+ +

Log a warning, but only once.

+ +

:param str msg: Message to display

+
+ + +
+
+
#   + + + def + set_mephisto_log_level( + verbose: Union[bool, NoneType] = None, + level: Union[str, NoneType] = None +): +
+ +
+ View Source + 
def set_mephisto_log_level(verbose: Optional[bool] = None, level: Optional[str] = None):
+    """
+    Set the global level for Mephisto logging, from
+    which all other classes will set their logging.
+
+    Verbose sets an option between DEBUG and INFO, while level allows setting
+    a specific level, and takes precedence.
+
+    Calling this function will override the desired log levels from individual files,
+    and if you want to enable a specific level for a specific logger, you'll need
+    to get that logger from the loggers dict and call setLevel
+    """
+    global global_log_level
+
+    if verbose is None and level is None:
+        raise ValueError("Must provide one of verbose or level")
+
+    if verbose is not None:
+        global_log_level = logging.DEBUG if verbose else logging.INFO
+
+    if level is not None:
+        global_log_level = logging.getLevelName(level.upper())
+
+    for logger in loggers.values():
+        logger.setLevel(global_log_level)
+
+ +
+ +

Set the global level for Mephisto logging, from +which all other classes will set their logging.

+ +

Verbose sets an option between DEBUG and INFO, while level allows setting +a specific level, and takes precedence.

+ +

Calling this function will override the desired log levels from individual files, +and if you want to enable a specific level for a specific logger, you'll need +to get that logger from the loggers dict and call setLevel

+
+ + +
+
+
#   + + + def + get_logger( + name: str, + verbose: Union[bool, NoneType] = None, + log_file: Union[str, NoneType] = None, + level: Union[str, NoneType] = None +) -> logging.Logger: +
+ +
+ View Source + 
def get_logger(
+    name: str,
+    verbose: Optional[bool] = None,
+    log_file: Optional[str] = None,
+    level: Optional[str] = None,
+) -> logging.Logger:
+    """
+    Gets the logger corresponds to each module
+            Parameters:
+                    name (string): the module name (__name__).
+                    verbose (bool): INFO level activated if True.
+                    log_file (string): path for saving logs locally.
+                    level (string): logging level. Values options: [info, debug, warning, error, critical].
+
+            Returns:
+                    logger (logging.Logger): the corresponding logger to the given module name.
+    """
+
+    global loggers
+    found_logger = loggers.get(name)
+    if found_logger is not None:
+        return found_logger
+    else:
+        logger = logging.getLogger(name)
+
+        level_dict = {
+            "debug": logging.DEBUG,
+            "info": logging.INFO,
+            "warning": logging.WARNING,
+            "error": logging.ERROR,
+            "critical": logging.CRITICAL,
+        }
+
+        if level is not None:
+            logger.setLevel(level_dict[level.lower()])
+        elif verbose is not None:
+            logger.setLevel(logging.DEBUG if verbose else logging.INFO)
+        else:
+            logger.setLevel(global_log_level)
+        if log_file is not None:
+            handler = RotatingFileHandler(log_file)
+            formatter = logging.Formatter(
+                "[%(asctime)s] p%(process)s {%(filename)s:%(lineno)d} %(levelname)5s - %(message)s",
+                "%m-%d %H:%M:%S",
+            )
+
+            handler.setFormatter(formatter)
+            logger.addHandler(handler)
+
+        loggers[name] = logger
+        return logger
+
+ +
+ +

Gets the logger corresponds to each module + Parameters: + name (string): the module name (__name__). + verbose (bool): INFO level activated if True. + log_file (string): path for saving logs locally. + level (string): logging level. Values options: [info, debug, warning, error, critical].

+ +
    Returns:
+            logger (logging.Logger): the corresponding logger to the given module name.
+
+
+ + +
+
+
#   + + + def + format_loud(target_text: str): +
+ +
+ View Source + 
def format_loud(target_text: str):
+    return f"{BOLD_RED}{target_text}{RESET}"
+
+ +
+ + + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils/metrics.html b/docs/web/static/python_api/mephisto/utils/metrics.html new file mode 100644 index 000000000..4bd51c024 --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils/metrics.html @@ -0,0 +1,920 @@ + + + + + + + + + mephisto.utils.metrics API documentation + + + + + + + + + +
+
+

+mephisto.utils.metrics

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+# Note, all of the functions in this file take an `args` option which currently
+# goes unused, but is planned for making the system more configurable in 1.1
+
+import os
+import errno
+import requests
+from requests.auth import HTTPBasicAuth
+import subprocess
+import sys
+import time
+
+
+from mephisto.utils.dirs import get_mephisto_tmp_dir, get_root_dir
+from mephisto.utils.logger_core import get_logger, warn_once
+from prometheus_client import start_http_server
+from omegaconf import DictConfig
+from typing import Optional
+
+
+logger = get_logger(name=__name__)
+
+
+PROMETHEUS_PID_FILE = os.path.join(get_mephisto_tmp_dir(), "PROMETHEUS_PID.txt")
+GRAFANA_PID_FILE = os.path.join(get_mephisto_tmp_dir(), "GRAFANA_PID.txt")
+METRICS_DIR = os.path.join(get_root_dir(), "metrics")
+PROMETHEUS_DIR = os.path.join(METRICS_DIR, "prometheus")
+PROMETHEUS_EXECUTABLE = os.path.join(PROMETHEUS_DIR, "prometheus")
+PROMETHEUS_CONFIG = os.path.join(PROMETHEUS_DIR, "prometheus.yml")
+GRAFANA_DIR = os.path.join(METRICS_DIR, "grafana")
+GRAFANA_EXECUTABLE = os.path.join(GRAFANA_DIR, "bin", "grafana-server")
+
+
+def _server_process_running(pid):
+    """Check on the existing process id"""
+    try:
+        os.kill(pid, 0)
+    except OSError as err:
+        if err.errno == errno.ESRCH:
+            # ESRCH == No such process
+            return False
+        elif err.errno == errno.EPERM:
+            # EPERM clearly means there's a process to deny access to
+            return True
+        else:
+            return False
+    else:
+        return True
+
+
+def _get_pid_from_file(fn):
+    """Get the PID from the given file"""
+    with open(fn) as pid_file:
+        pid = int(pid_file.read().strip())
+    return pid
+
+
+def run_install_script() -> bool:
+    """Run the install script from METRICS_DIR"""
+    res = subprocess.check_call(
+        [
+            "sh",
+            f"./install_metrics.sh",
+        ],
+        cwd=f"{METRICS_DIR}",
+    )
+    return res == 0
+
+
+def metrics_are_installed():
+    """Return whether metrics are installed"""
+    return os.path.exists(PROMETHEUS_EXECUTABLE) and os.path.exists(GRAFANA_EXECUTABLE)
+
+
+def launch_servers_and_wait():
+    """
+    Run a prometheus and grafana server, then suspend the thread
+    (ensuring prometheus remains up in case a task shuts it down).
+    Closes resources on Ctrl-C
+    """
+    try:
+        print("Servers launching...")
+        if not launch_grafana_server():
+            print("Issue launching grafana, see above")
+            return
+        if not launch_prometheus_server():
+            print("Issue launching prometheus, see above")
+            return
+        print(f"Waiting for grafana server to come up.")
+        time.sleep(3)
+        dash_url = get_dash_url()
+        print(f"Dashboard is now running, you can access it at http://{dash_url}")
+        print(f"Default user: admin, pass: admin")
+        while True:
+            # Relaunch the server in case it's shut down by a
+            # task thread
+            time.sleep(5)
+            if not os.path.exists(PROMETHEUS_PID_FILE):
+                launch_prometheus_server()
+    except KeyboardInterrupt:
+        print("Caught Ctrl-C, shutting down servers")
+    finally:
+        shutdown_grafana_server()
+        shutdown_prometheus_server()
+
+
+def start_metrics_server(args: Optional["DictConfig"] = None):
+    """
+    Launch a metrics server for the current job. At the moment, defaults to launching on port 3031.
+
+    Unfortunately this means we are only able to check metrics on one job at a time for now.
+    Future work will extend our metrics logging configuration.
+    """
+    try:
+        start_http_server(3031)
+    except Exception as e:
+        logger.exception(
+            "Could not launch prometheus metrics client, perhaps a process is already running on 3031? "
+            "Mephisto metrics currently only supports one Operator class at a time at the moment",
+            exc_info=True,
+        )
+
+
+def launch_prometheus_server(args: Optional["DictConfig"] = None) -> bool:
+    """
+    Launch a prometheus server if one is not already running (based on having an expected PID)
+
+    Returns success or failure
+    """
+    if os.path.exists(PROMETHEUS_PID_FILE):
+        try:
+            r = requests.get("http://localhost:9090/")
+            is_ok = r.ok
+        except requests.exceptions.ConnectionError:
+            is_ok = False
+        if not is_ok:
+            logger.warning(
+                "Prometheus PID existed, but server doesn't appear to be up."
+            )
+            if _server_process_running(_get_pid_from_file(PROMETHEUS_PID_FILE)):
+                logger.warning(
+                    "Prometheus server appears to be running though! exiting as unsure what to do..."
+                )
+                raise Exception("Prometheus server running but inaccessible")
+            else:
+                logger.warning(
+                    "Clearing prometheus pid as the server isn't running. "
+                    "Use `shutdown_prometheus_server` in the future for proper cleanup."
+                )
+        else:
+            logger.debug("Prometheus server appears to be running at 9090")
+            return True
+    if not os.path.exists(PROMETHEUS_EXECUTABLE):
+        warn_once(
+            f"Mephisto supports rich run-time metrics visualization through Prometheus and Grafana. "
+            f"If you'd like to use this feature, use `mephisto metrics install` to install."
+            f"(Current install dir is '{METRICS_DIR}')'"
+        )
+        return False
+    proc = subprocess.Popen(
+        [
+            f"./prometheus",
+            f"--config.file={PROMETHEUS_CONFIG}",
+        ],
+        stdout=subprocess.DEVNULL,
+        stderr=subprocess.DEVNULL,
+        cwd=f"{PROMETHEUS_DIR}",
+    )
+    with open(PROMETHEUS_PID_FILE, "w+") as pid_file:
+        pid_file.write(str(proc.pid))
+
+    logger.info(f"Prometheus server launched at process {proc.pid}")
+    return True
+
+
+def launch_grafana_server(args: Optional["DictConfig"] = None) -> bool:
+    """
+    Launch a grafana server if one is not already running (based on having an expected PID)
+    """
+    if os.path.exists(GRAFANA_PID_FILE):
+        try:
+            r = requests.get("http://localhost:3032/")
+            is_ok = r.ok
+        except requests.exceptions.ConnectionError:
+            is_ok = False
+        if not is_ok:
+            logger.warning("Grafana PID existed, but server doesn't appear to be up.")
+            if _server_process_running(_get_pid_from_file(GRAFANA_PID_FILE)):
+                logger.warning(
+                    "Grafana server appears to be running though! exiting as unsure what to do..."
+                )
+                raise Exception("Grafana server running but inaccessible")
+            else:
+                logger.warning(
+                    "Clearing grafana pid as the server isn't running. "
+                    "Use `shutdown_grafana_server` in the future for proper cleanup."
+                )
+        else:
+            logger.debug("Grafana server appears to be running at 3032")
+            return True
+    if not os.path.exists(GRAFANA_EXECUTABLE):
+        warn_once(
+            f"Mephisto supports rich run-time metrics visualization through Prometheus and Grafana. "
+            f"If you'd like to use this feature, use `mephisto metrics install` to install."
+            f"(Current install dir is '{METRICS_DIR}')'"
+        )
+        return False
+    proc = subprocess.Popen(
+        [f"./bin/grafana-server"],
+        stdout=subprocess.DEVNULL,
+        stderr=subprocess.DEVNULL,
+        cwd=f"{GRAFANA_DIR}",
+    )
+    with open(GRAFANA_PID_FILE, "w+") as pid_file:
+        pid_file.write(str(proc.pid))
+
+    logger.info(f"Grafana server launched at process {proc.pid}")
+    return True
+
+
+def get_dash_url(args: Optional["DictConfig"] = None):
+    """
+    Return the url to the default Mephisto dashboard. Requires a running grafana server
+    """
+    headers_dict = {"Accept": "application/json"}
+    r = requests.get(
+        "http://localhost:3032/api/search?query=Default%20Mephisto%20Monitoring",
+        headers=headers_dict,
+        auth=HTTPBasicAuth("admin", "admin"),
+    )
+    output = r.json()
+    return f"localhost:3032{output[0]['url']}"
+
+
+def shutdown_prometheus_server(
+    args: Optional["DictConfig"] = None, expect_exists=False
+):
+    """
+    Shutdown the prometheus server
+    """
+    if os.path.exists(PROMETHEUS_PID_FILE):
+        os.kill(_get_pid_from_file(PROMETHEUS_PID_FILE), 9)
+        logger.info("Prometheus server shut down")
+        os.unlink(PROMETHEUS_PID_FILE)
+    elif expect_exists:
+        logger.warning(
+            f"No PID file at {PROMETHEUS_PID_FILE}... Check lsof -i :9090 to find the "
+            "process if it still exists and interrupt it yourself."
+        )
+
+
+def shutdown_grafana_server(args: Optional["DictConfig"] = None, expect_exists=False):
+    """
+    Shutdown the grafana server
+    """
+    if os.path.exists(GRAFANA_PID_FILE):
+        os.kill(_get_pid_from_file(GRAFANA_PID_FILE), 9)
+        logger.info("grafana server shut down")
+        os.unlink(GRAFANA_PID_FILE)
+    elif expect_exists:
+        logger.warning(
+            f"No PID file at {GRAFANA_PID_FILE}... Check lsof -i :3032 to find the "
+            "process if it still exists and interrupt it yourself."
+        )
+
+ +
+ +
+
+
#   + + + def + run_install_script() -> bool: +
+ +
+ View Source + 
def run_install_script() -> bool:
+    """Run the install script from METRICS_DIR"""
+    res = subprocess.check_call(
+        [
+            "sh",
+            f"./install_metrics.sh",
+        ],
+        cwd=f"{METRICS_DIR}",
+    )
+    return res == 0
+
+ +
+ +

Run the install script from METRICS_DIR

+
+ + +
+
+
#   + + + def + metrics_are_installed(): +
+ +
+ View Source + 
def metrics_are_installed():
+    """Return whether metrics are installed"""
+    return os.path.exists(PROMETHEUS_EXECUTABLE) and os.path.exists(GRAFANA_EXECUTABLE)
+
+ +
+ +

Return whether metrics are installed

+
+ + +
+
+
#   + + + def + launch_servers_and_wait(): +
+ +
+ View Source + 
def launch_servers_and_wait():
+    """
+    Run a prometheus and grafana server, then suspend the thread
+    (ensuring prometheus remains up in case a task shuts it down).
+    Closes resources on Ctrl-C
+    """
+    try:
+        print("Servers launching...")
+        if not launch_grafana_server():
+            print("Issue launching grafana, see above")
+            return
+        if not launch_prometheus_server():
+            print("Issue launching prometheus, see above")
+            return
+        print(f"Waiting for grafana server to come up.")
+        time.sleep(3)
+        dash_url = get_dash_url()
+        print(f"Dashboard is now running, you can access it at http://{dash_url}")
+        print(f"Default user: admin, pass: admin")
+        while True:
+            # Relaunch the server in case it's shut down by a
+            # task thread
+            time.sleep(5)
+            if not os.path.exists(PROMETHEUS_PID_FILE):
+                launch_prometheus_server()
+    except KeyboardInterrupt:
+        print("Caught Ctrl-C, shutting down servers")
+    finally:
+        shutdown_grafana_server()
+        shutdown_prometheus_server()
+
+ +
+ +

Run a prometheus and grafana server, then suspend the thread +(ensuring prometheus remains up in case a task shuts it down). +Closes resources on Ctrl-C

+
+ + +
+
+
#   + + + def + start_metrics_server(args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None): +
+ +
+ View Source + 
def start_metrics_server(args: Optional["DictConfig"] = None):
+    """
+    Launch a metrics server for the current job. At the moment, defaults to launching on port 3031.
+
+    Unfortunately this means we are only able to check metrics on one job at a time for now.
+    Future work will extend our metrics logging configuration.
+    """
+    try:
+        start_http_server(3031)
+    except Exception as e:
+        logger.exception(
+            "Could not launch prometheus metrics client, perhaps a process is already running on 3031? "
+            "Mephisto metrics currently only supports one Operator class at a time at the moment",
+            exc_info=True,
+        )
+
+ +
+ +

Launch a metrics server for the current job. At the moment, defaults to launching on port 3031.

+ +

Unfortunately this means we are only able to check metrics on one job at a time for now. +Future work will extend our metrics logging configuration.

+
+ + +
+
+
#   + + + def + launch_prometheus_server( + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> bool: +
+ +
+ View Source + 
def launch_prometheus_server(args: Optional["DictConfig"] = None) -> bool:
+    """
+    Launch a prometheus server if one is not already running (based on having an expected PID)
+
+    Returns success or failure
+    """
+    if os.path.exists(PROMETHEUS_PID_FILE):
+        try:
+            r = requests.get("http://localhost:9090/")
+            is_ok = r.ok
+        except requests.exceptions.ConnectionError:
+            is_ok = False
+        if not is_ok:
+            logger.warning(
+                "Prometheus PID existed, but server doesn't appear to be up."
+            )
+            if _server_process_running(_get_pid_from_file(PROMETHEUS_PID_FILE)):
+                logger.warning(
+                    "Prometheus server appears to be running though! exiting as unsure what to do..."
+                )
+                raise Exception("Prometheus server running but inaccessible")
+            else:
+                logger.warning(
+                    "Clearing prometheus pid as the server isn't running. "
+                    "Use `shutdown_prometheus_server` in the future for proper cleanup."
+                )
+        else:
+            logger.debug("Prometheus server appears to be running at 9090")
+            return True
+    if not os.path.exists(PROMETHEUS_EXECUTABLE):
+        warn_once(
+            f"Mephisto supports rich run-time metrics visualization through Prometheus and Grafana. "
+            f"If you'd like to use this feature, use `mephisto metrics install` to install."
+            f"(Current install dir is '{METRICS_DIR}')'"
+        )
+        return False
+    proc = subprocess.Popen(
+        [
+            f"./prometheus",
+            f"--config.file={PROMETHEUS_CONFIG}",
+        ],
+        stdout=subprocess.DEVNULL,
+        stderr=subprocess.DEVNULL,
+        cwd=f"{PROMETHEUS_DIR}",
+    )
+    with open(PROMETHEUS_PID_FILE, "w+") as pid_file:
+        pid_file.write(str(proc.pid))
+
+    logger.info(f"Prometheus server launched at process {proc.pid}")
+    return True
+
+ +
+ +

Launch a prometheus server if one is not already running (based on having an expected PID)

+ +

Returns success or failure

+
+ + +
+
+
#   + + + def + launch_grafana_server( + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None +) -> bool: +
+ +
+ View Source + 
def launch_grafana_server(args: Optional["DictConfig"] = None) -> bool:
+    """
+    Launch a grafana server if one is not already running (based on having an expected PID)
+    """
+    if os.path.exists(GRAFANA_PID_FILE):
+        try:
+            r = requests.get("http://localhost:3032/")
+            is_ok = r.ok
+        except requests.exceptions.ConnectionError:
+            is_ok = False
+        if not is_ok:
+            logger.warning("Grafana PID existed, but server doesn't appear to be up.")
+            if _server_process_running(_get_pid_from_file(GRAFANA_PID_FILE)):
+                logger.warning(
+                    "Grafana server appears to be running though! exiting as unsure what to do..."
+                )
+                raise Exception("Grafana server running but inaccessible")
+            else:
+                logger.warning(
+                    "Clearing grafana pid as the server isn't running. "
+                    "Use `shutdown_grafana_server` in the future for proper cleanup."
+                )
+        else:
+            logger.debug("Grafana server appears to be running at 3032")
+            return True
+    if not os.path.exists(GRAFANA_EXECUTABLE):
+        warn_once(
+            f"Mephisto supports rich run-time metrics visualization through Prometheus and Grafana. "
+            f"If you'd like to use this feature, use `mephisto metrics install` to install."
+            f"(Current install dir is '{METRICS_DIR}')'"
+        )
+        return False
+    proc = subprocess.Popen(
+        [f"./bin/grafana-server"],
+        stdout=subprocess.DEVNULL,
+        stderr=subprocess.DEVNULL,
+        cwd=f"{GRAFANA_DIR}",
+    )
+    with open(GRAFANA_PID_FILE, "w+") as pid_file:
+        pid_file.write(str(proc.pid))
+
+    logger.info(f"Grafana server launched at process {proc.pid}")
+    return True
+
+ +
+ +

Launch a grafana server if one is not already running (based on having an expected PID)

+
+ + +
+
+
#   + + + def + get_dash_url(args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None): +
+ +
+ View Source + 
def get_dash_url(args: Optional["DictConfig"] = None):
+    """
+    Return the url to the default Mephisto dashboard. Requires a running grafana server
+    """
+    headers_dict = {"Accept": "application/json"}
+    r = requests.get(
+        "http://localhost:3032/api/search?query=Default%20Mephisto%20Monitoring",
+        headers=headers_dict,
+        auth=HTTPBasicAuth("admin", "admin"),
+    )
+    output = r.json()
+    return f"localhost:3032{output[0]['url']}"
+
+ +
+ +

Return the url to the default Mephisto dashboard. Requires a running grafana server

+
+ + +
+
+
#   + + + def + shutdown_prometheus_server( + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None, + expect_exists=False +): +
+ +
+ View Source + 
def shutdown_prometheus_server(
+    args: Optional["DictConfig"] = None, expect_exists=False
+):
+    """
+    Shutdown the prometheus server
+    """
+    if os.path.exists(PROMETHEUS_PID_FILE):
+        os.kill(_get_pid_from_file(PROMETHEUS_PID_FILE), 9)
+        logger.info("Prometheus server shut down")
+        os.unlink(PROMETHEUS_PID_FILE)
+    elif expect_exists:
+        logger.warning(
+            f"No PID file at {PROMETHEUS_PID_FILE}... Check lsof -i :9090 to find the "
+            "process if it still exists and interrupt it yourself."
+        )
+
+ +
+ +

Shutdown the prometheus server

+
+ + +
+
+
#   + + + def + shutdown_grafana_server( + args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None, + expect_exists=False +): +
+ +
+ View Source + 
def shutdown_grafana_server(args: Optional["DictConfig"] = None, expect_exists=False):
+    """
+    Shutdown the grafana server
+    """
+    if os.path.exists(GRAFANA_PID_FILE):
+        os.kill(_get_pid_from_file(GRAFANA_PID_FILE), 9)
+        logger.info("grafana server shut down")
+        os.unlink(GRAFANA_PID_FILE)
+    elif expect_exists:
+        logger.warning(
+            f"No PID file at {GRAFANA_PID_FILE}... Check lsof -i :3032 to find the "
+            "process if it still exists and interrupt it yourself."
+        )
+
+ +
+ +

Shutdown the grafana server

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils/qualifications.html b/docs/web/static/python_api/mephisto/utils/qualifications.html new file mode 100644 index 000000000..3e5c1a15a --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils/qualifications.html @@ -0,0 +1,612 @@ + + + + + + + + + mephisto.utils.qualifications API documentation + + + + + + + + + +
+
+

+mephisto.utils.qualifications

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import List, Optional, Dict, TYPE_CHECKING, Any
+from mephisto.data_model.qualification import (
+    QUAL_EXISTS,
+    QUAL_NOT_EXIST,
+    COMPARATOR_OPERATIONS,
+    SUPPORTED_COMPARATORS,
+    QUAL_GREATER,
+    QUAL_LESS,
+    QUAL_GREATER_EQUAL,
+    QUAL_LESS_EQUAL,
+    QUAL_IN_LIST,
+    QUAL_NOT_IN_LIST,
+)
+
+if TYPE_CHECKING:
+    from mephisto.abstractions.database import MephistoDB
+    from mephisto.data_model.worker import Worker
+
+from mephisto.utils.logger_core import get_logger
+
+logger = get_logger(name=__name__)
+
+
+def worker_is_qualified(worker: "Worker", qualifications: List[Dict[str, Any]]):
+    db = worker.db
+    for qualification in qualifications:
+        qual_name = qualification["qualification_name"]
+        qual_objs = db.find_qualifications(qual_name)
+        if len(qual_objs) == 0:
+            logger.warning(
+                f"Expected to create qualification for {qual_name}, but none found... skipping."
+            )
+            continue
+        qual_obj = qual_objs[0]
+        granted_quals = db.check_granted_qualifications(
+            qualification_id=qual_obj.db_id, worker_id=worker.db_id
+        )
+        comp = qualification["comparator"]
+        compare_value = qualification["value"]
+        if comp == QUAL_EXISTS and len(granted_quals) == 0:
+            return False
+        elif comp == QUAL_NOT_EXIST and len(granted_quals) != 0:
+            return False
+        elif comp in [QUAL_EXISTS, QUAL_NOT_EXIST]:
+            continue
+        else:
+            granted_qual = granted_quals[0]
+            if not COMPARATOR_OPERATIONS[comp](granted_qual.value, compare_value):
+                return False
+    return True
+
+
+def as_valid_qualification_dict(qual_dict: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Check to ensure that a qualification dict properly checks
+    against a Mephisto qualification
+    """
+    required_keys = [
+        "qualification_name",
+        "comparator",
+        "value",
+        "applicable_providers",
+    ]
+    for key in required_keys:
+        if key not in qual_dict:
+            raise AssertionError(
+                f"Required key {key} not in qualification dict {qual_dict}"
+            )
+
+    qual_name = qual_dict["qualification_name"]
+    if type(qual_name) is not str or len(qual_name) == 0:
+        raise AssertionError(
+            f"Qualification name '{qual_name}' is not a string with length > 0"
+        )
+
+    comparator = qual_dict["comparator"]
+    if comparator not in SUPPORTED_COMPARATORS:
+        raise AssertionError(
+            f"Qualification comparator '{comparator}' not in supported list: {SUPPORTED_COMPARATORS}'"
+        )
+
+    value = qual_dict["value"]
+
+    if (
+        comparator in [QUAL_GREATER, QUAL_LESS, QUAL_GREATER_EQUAL, QUAL_LESS_EQUAL]
+        and type(value) != int
+    ):
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be an int"
+        )
+
+    if comparator in [QUAL_EXISTS, QUAL_NOT_EXIST] and value is not None:
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be None"
+        )
+
+    if comparator in [QUAL_IN_LIST, QUAL_NOT_IN_LIST] and type(value) != list:
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be a list"
+        )
+
+    if qual_dict["applicable_providers"] is not None:
+        from mephisto.operations.registry import get_valid_provider_types
+
+        assert (
+            type(qual_dict["applicable_providers"]) == list
+        ), "Applicable providers must be a string list of providers or none."
+        valid_providers = get_valid_provider_types()
+        for provider_name in qual_dict["applicable_providers"]:
+            assert (
+                provider_name in valid_providers
+            ), f"Noted applicable provider name {provider_name} not in list of usable providers: {valid_providers}"
+
+    return qual_dict
+
+
+def make_qualification_dict(
+    qualification_name: str,
+    comparator: str,
+    value: Any,
+    applicable_providers: Optional[List[str]] = None,
+) -> Dict[str, Any]:
+    """
+    Create a qualification dict to pass to an operator as part
+    of extra_args
+    """
+    qual_dict = {
+        "qualification_name": qualification_name,
+        "comparator": comparator,
+        "value": value,
+        "applicable_providers": applicable_providers,
+    }
+    return as_valid_qualification_dict(qual_dict)
+
+
+def find_or_create_qualification(db: "MephistoDB", qualification_name: str) -> str:
+    """
+    Ensure the given qualification exists in the db,
+    creating it if it doesn't already. Returns the id
+    """
+    found_qualifications = db.find_qualifications(qualification_name)
+    if len(found_qualifications) == 0:
+        return db.make_qualification(qualification_name)
+    else:
+        return found_qualifications[0].db_id
+
+ +
+ +
+
+
#   + + + def + worker_is_qualified( + worker: mephisto.data_model.worker.Worker, + qualifications: List[Dict[str, Any]] +): +
+ +
+ View Source + 
def worker_is_qualified(worker: "Worker", qualifications: List[Dict[str, Any]]):
+    db = worker.db
+    for qualification in qualifications:
+        qual_name = qualification["qualification_name"]
+        qual_objs = db.find_qualifications(qual_name)
+        if len(qual_objs) == 0:
+            logger.warning(
+                f"Expected to create qualification for {qual_name}, but none found... skipping."
+            )
+            continue
+        qual_obj = qual_objs[0]
+        granted_quals = db.check_granted_qualifications(
+            qualification_id=qual_obj.db_id, worker_id=worker.db_id
+        )
+        comp = qualification["comparator"]
+        compare_value = qualification["value"]
+        if comp == QUAL_EXISTS and len(granted_quals) == 0:
+            return False
+        elif comp == QUAL_NOT_EXIST and len(granted_quals) != 0:
+            return False
+        elif comp in [QUAL_EXISTS, QUAL_NOT_EXIST]:
+            continue
+        else:
+            granted_qual = granted_quals[0]
+            if not COMPARATOR_OPERATIONS[comp](granted_qual.value, compare_value):
+                return False
+    return True
+
+ +
+ + + +
+
+
#   + + + def + as_valid_qualification_dict(qual_dict: Dict[str, Any]) -> Dict[str, Any]: +
+ +
+ View Source + 
def as_valid_qualification_dict(qual_dict: Dict[str, Any]) -> Dict[str, Any]:
+    """
+    Check to ensure that a qualification dict properly checks
+    against a Mephisto qualification
+    """
+    required_keys = [
+        "qualification_name",
+        "comparator",
+        "value",
+        "applicable_providers",
+    ]
+    for key in required_keys:
+        if key not in qual_dict:
+            raise AssertionError(
+                f"Required key {key} not in qualification dict {qual_dict}"
+            )
+
+    qual_name = qual_dict["qualification_name"]
+    if type(qual_name) is not str or len(qual_name) == 0:
+        raise AssertionError(
+            f"Qualification name '{qual_name}' is not a string with length > 0"
+        )
+
+    comparator = qual_dict["comparator"]
+    if comparator not in SUPPORTED_COMPARATORS:
+        raise AssertionError(
+            f"Qualification comparator '{comparator}' not in supported list: {SUPPORTED_COMPARATORS}'"
+        )
+
+    value = qual_dict["value"]
+
+    if (
+        comparator in [QUAL_GREATER, QUAL_LESS, QUAL_GREATER_EQUAL, QUAL_LESS_EQUAL]
+        and type(value) != int
+    ):
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be an int"
+        )
+
+    if comparator in [QUAL_EXISTS, QUAL_NOT_EXIST] and value is not None:
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be None"
+        )
+
+    if comparator in [QUAL_IN_LIST, QUAL_NOT_IN_LIST] and type(value) != list:
+        raise AssertionError(
+            f"Value {value} is not valid for comparator {comparator}, must be a list"
+        )
+
+    if qual_dict["applicable_providers"] is not None:
+        from mephisto.operations.registry import get_valid_provider_types
+
+        assert (
+            type(qual_dict["applicable_providers"]) == list
+        ), "Applicable providers must be a string list of providers or none."
+        valid_providers = get_valid_provider_types()
+        for provider_name in qual_dict["applicable_providers"]:
+            assert (
+                provider_name in valid_providers
+            ), f"Noted applicable provider name {provider_name} not in list of usable providers: {valid_providers}"
+
+    return qual_dict
+
+ +
+ +

Check to ensure that a qualification dict properly checks +against a Mephisto qualification

+
+ + +
+
+
#   + + + def + make_qualification_dict( + qualification_name: str, + comparator: str, + value: Any, + applicable_providers: Union[List[str], NoneType] = None +) -> Dict[str, Any]: +
+ +
+ View Source + 
def make_qualification_dict(
+    qualification_name: str,
+    comparator: str,
+    value: Any,
+    applicable_providers: Optional[List[str]] = None,
+) -> Dict[str, Any]:
+    """
+    Create a qualification dict to pass to an operator as part
+    of extra_args
+    """
+    qual_dict = {
+        "qualification_name": qualification_name,
+        "comparator": comparator,
+        "value": value,
+        "applicable_providers": applicable_providers,
+    }
+    return as_valid_qualification_dict(qual_dict)
+
+ +
+ +

Create a qualification dict to pass to an operator as part +of extra_args

+
+ + +
+
+
#   + + + def + find_or_create_qualification( + db: mephisto.abstractions.database.MephistoDB, + qualification_name: str +) -> str: +
+ +
+ View Source + 
def find_or_create_qualification(db: "MephistoDB", qualification_name: str) -> str:
+    """
+    Ensure the given qualification exists in the db,
+    creating it if it doesn't already. Returns the id
+    """
+    found_qualifications = db.find_qualifications(qualification_name)
+    if len(found_qualifications) == 0:
+        return db.make_qualification(qualification_name)
+    else:
+        return found_qualifications[0].db_id
+
+ +
+ +

Ensure the given qualification exists in the db, +creating it if it doesn't already. Returns the id

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/mephisto/utils/testing.html b/docs/web/static/python_api/mephisto/utils/testing.html new file mode 100644 index 000000000..5dd6c3585 --- /dev/null +++ b/docs/web/static/python_api/mephisto/utils/testing.html @@ -0,0 +1,774 @@ + + + + + + + + + mephisto.utils.testing API documentation + + + + + + + + + +
+
+

+mephisto.utils.testing

+ + +
+ View Source + 
#!/usr/bin/env python3
+
+# Copyright (c) Meta Platforms and its affiliates.
+# This source code is licensed under the MIT license found in the
+# LICENSE file in the root directory of this source tree.
+
+from typing import Optional, Tuple
+
+from mephisto.abstractions.database import (
+    MephistoDB,
+    MephistoDBException,
+    EntryAlreadyExistsException,
+    EntryDoesNotExistException,
+)
+
+from mephisto.data_model.agent import Agent
+from mephisto.data_model.unit import Unit
+from mephisto.data_model.assignment import Assignment
+from mephisto.data_model.requester import Requester
+from mephisto.data_model.task import Task
+from mephisto.data_model.task_run import TaskRun, TaskRunArgs
+from omegaconf import OmegaConf
+import json
+
+from mephisto.abstractions.providers.mock.mock_provider import MockProviderArgs
+from mephisto.abstractions.blueprints.mock.mock_blueprint import MockBlueprintArgs
+from mephisto.abstractions.architects.mock_architect import MockArchitectArgs
+from mephisto.operations.hydra_config import MephistoConfig
+
+MOCK_TASK_ARGS = TaskRunArgs(
+    task_title="title",
+    task_description="This is a description",
+    task_reward=0.3,
+    task_tags="1,2,3",
+)
+
+MOCK_PROVIDER_ARGS = MockProviderArgs()
+MOCK_ARCHITECT_ARGS = MockArchitectArgs()
+MOCK_BLUEPRINT_ARGS = MockBlueprintArgs()
+
+MOCK_CONFIG = MephistoConfig(
+    provider=MOCK_PROVIDER_ARGS,
+    blueprint=MOCK_BLUEPRINT_ARGS,
+    architect=MOCK_ARCHITECT_ARGS,
+    task=MOCK_TASK_ARGS,
+)
+
+
+def get_test_project(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a project for tests"""
+    project_name = "test_project"
+    project_id = db.new_project(project_name)
+    return project_name, project_id
+
+
+def get_test_worker(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a worker for tests"""
+    worker_name = "test_worker"
+    provider_type = "mock"
+    worker_id = db.new_worker(worker_name, provider_type)
+    return worker_name, worker_id
+
+
+def get_test_requester(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a requester for tests"""
+    requester_name = "test_requester"
+    provider_type = "mock"
+    requester_id = db.new_requester(requester_name, provider_type)
+    return requester_name, requester_id
+
+
+def get_mock_requester(db) -> "Requester":
+    """Get or create a mock requester to use for test tasks"""
+    mock_requesters = db.find_requesters(provider_type="mock")
+    if len(mock_requesters) == 0:
+        db.new_requester("MOCK_REQUESTER", "mock")
+    mock_requesters = db.find_requesters(provider_type="mock")
+    return mock_requesters[0]
+
+
+def get_test_task(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a task for tests"""
+    task_name = "test_task"
+    task_type = "mock"
+    task_id = db.new_task(task_name, task_type)
+    return task_name, task_id
+
+
+def get_test_task_run(db: MephistoDB) -> str:
+    """Helper to create a task run for tests"""
+    task_name, task_id = get_test_task(db)
+    requester_name, requester_id = get_test_requester(db)
+    init_params = OmegaConf.to_yaml(OmegaConf.structured(MOCK_CONFIG))
+    return db.new_task_run(
+        task_id, requester_id, json.dumps(init_params), "mock", "mock"
+    )
+
+
+def get_test_assignment(db: MephistoDB) -> str:
+    """Helper to create an assignment for tests"""
+    task_run_id = get_test_task_run(db)
+    task_run = TaskRun.get(db, task_run_id)
+    return db.new_assignment(
+        task_run.task_id,
+        task_run_id,
+        task_run.requester_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+
+
+def get_test_unit(db: MephistoDB, unit_index=0) -> str:
+    # Check creation and retrieval of a unit
+    assignment_id = get_test_assignment(db)
+    pay_amount = 15.0
+    assignment = Assignment.get(db, assignment_id)
+    return db.new_unit(
+        assignment.task_id,
+        assignment.task_run_id,
+        assignment.requester_id,
+        assignment.db_id,
+        0,
+        pay_amount,
+        assignment.provider_type,
+        assignment.task_type,
+    )
+
+
+def get_test_agent(db: MephistoDB, unit_id=None) -> str:
+    # Check creation and retrieval of a agent
+    worker_name, worker_id = get_test_worker(db)
+    if unit_id is None:
+        unit_id = get_test_unit(db)
+    provider_type = "mock"
+    task_type = "mock"
+    unit = Unit.get(db, unit_id)
+    return db.new_agent(
+        worker_id,
+        unit.db_id,
+        unit.task_id,
+        unit.task_run_id,
+        unit.assignment_id,
+        unit.task_type,
+        unit.provider_type,
+    )
+
+
+def make_completed_unit(db: MephistoDB) -> str:
+    """
+    Creates a completed unit for the most recently created task run
+    using some worker. Assumes
+    """
+    workers = db.find_workers()
+    assert len(workers) > 0, "Must have at least one worker in database"
+    worker = workers[-1]
+    task_runs = db.find_task_runs(is_completed=False)
+    assert len(task_runs) > 0, "Must be at least one incomplete task run"
+    task_run = task_runs[-1]
+    assign_id = db.new_assignment(
+        task_run.task_id,
+        task_run.db_id,
+        task_run.requester_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+    unit_id = db.new_unit(
+        task_run.task_id,
+        task_run.db_id,
+        task_run.requester_id,
+        assign_id,
+        0,
+        0.2,
+        task_run.provider_type,
+        task_run.task_type,
+    )
+    agent_id = db.new_agent(
+        worker.db_id,
+        unit_id,
+        task_run.task_id,
+        task_run.db_id,
+        assign_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+    agent = Agent.get(db, agent_id)
+    agent.mark_done()
+    unit = Unit.get(db, unit_id)
+    unit.sync_status()
+    return unit.db_id
+
+ +
+ +
+
+
#   + + + def + get_test_project(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]: +
+ +
+ View Source + 
def get_test_project(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a project for tests"""
+    project_name = "test_project"
+    project_id = db.new_project(project_name)
+    return project_name, project_id
+
+ +
+ +

Helper to create a project for tests

+
+ + +
+
+
#   + + + def + get_test_worker(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]: +
+ +
+ View Source + 
def get_test_worker(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a worker for tests"""
+    worker_name = "test_worker"
+    provider_type = "mock"
+    worker_id = db.new_worker(worker_name, provider_type)
+    return worker_name, worker_id
+
+ +
+ +

Helper to create a worker for tests

+
+ + +
+
+
#   + + + def + get_test_requester(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]: +
+ +
+ View Source + 
def get_test_requester(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a requester for tests"""
+    requester_name = "test_requester"
+    provider_type = "mock"
+    requester_id = db.new_requester(requester_name, provider_type)
+    return requester_name, requester_id
+
+ +
+ +

Helper to create a requester for tests

+
+ + +
+
+
#   + + + def + get_mock_requester(db) -> mephisto.data_model.requester.Requester: +
+ +
+ View Source + 
def get_mock_requester(db) -> "Requester":
+    """Get or create a mock requester to use for test tasks"""
+    mock_requesters = db.find_requesters(provider_type="mock")
+    if len(mock_requesters) == 0:
+        db.new_requester("MOCK_REQUESTER", "mock")
+    mock_requesters = db.find_requesters(provider_type="mock")
+    return mock_requesters[0]
+
+ +
+ +

Get or create a mock requester to use for test tasks

+
+ + +
+
+
#   + + + def + get_test_task(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]: +
+ +
+ View Source + 
def get_test_task(db: MephistoDB) -> Tuple[str, str]:
+    """Helper to create a task for tests"""
+    task_name = "test_task"
+    task_type = "mock"
+    task_id = db.new_task(task_name, task_type)
+    return task_name, task_id
+
+ +
+ +

Helper to create a task for tests

+
+ + +
+
+
#   + + + def + get_test_task_run(db: mephisto.abstractions.database.MephistoDB) -> str: +
+ +
+ View Source + 
def get_test_task_run(db: MephistoDB) -> str:
+    """Helper to create a task run for tests"""
+    task_name, task_id = get_test_task(db)
+    requester_name, requester_id = get_test_requester(db)
+    init_params = OmegaConf.to_yaml(OmegaConf.structured(MOCK_CONFIG))
+    return db.new_task_run(
+        task_id, requester_id, json.dumps(init_params), "mock", "mock"
+    )
+
+ +
+ +

Helper to create a task run for tests

+
+ + +
+
+
#   + + + def + get_test_assignment(db: mephisto.abstractions.database.MephistoDB) -> str: +
+ +
+ View Source + 
def get_test_assignment(db: MephistoDB) -> str:
+    """Helper to create an assignment for tests"""
+    task_run_id = get_test_task_run(db)
+    task_run = TaskRun.get(db, task_run_id)
+    return db.new_assignment(
+        task_run.task_id,
+        task_run_id,
+        task_run.requester_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+
+ +
+ +

Helper to create an assignment for tests

+
+ + +
+
+
#   + + + def + get_test_unit(db: mephisto.abstractions.database.MephistoDB, unit_index=0) -> str: +
+ +
+ View Source + 
def get_test_unit(db: MephistoDB, unit_index=0) -> str:
+    # Check creation and retrieval of a unit
+    assignment_id = get_test_assignment(db)
+    pay_amount = 15.0
+    assignment = Assignment.get(db, assignment_id)
+    return db.new_unit(
+        assignment.task_id,
+        assignment.task_run_id,
+        assignment.requester_id,
+        assignment.db_id,
+        0,
+        pay_amount,
+        assignment.provider_type,
+        assignment.task_type,
+    )
+
+ +
+ + + +
+
+
#   + + + def + get_test_agent(db: mephisto.abstractions.database.MephistoDB, unit_id=None) -> str: +
+ +
+ View Source + 
def get_test_agent(db: MephistoDB, unit_id=None) -> str:
+    # Check creation and retrieval of a agent
+    worker_name, worker_id = get_test_worker(db)
+    if unit_id is None:
+        unit_id = get_test_unit(db)
+    provider_type = "mock"
+    task_type = "mock"
+    unit = Unit.get(db, unit_id)
+    return db.new_agent(
+        worker_id,
+        unit.db_id,
+        unit.task_id,
+        unit.task_run_id,
+        unit.assignment_id,
+        unit.task_type,
+        unit.provider_type,
+    )
+
+ +
+ + + +
+
+
#   + + + def + make_completed_unit(db: mephisto.abstractions.database.MephistoDB) -> str: +
+ +
+ View Source + 
def make_completed_unit(db: MephistoDB) -> str:
+    """
+    Creates a completed unit for the most recently created task run
+    using some worker. Assumes
+    """
+    workers = db.find_workers()
+    assert len(workers) > 0, "Must have at least one worker in database"
+    worker = workers[-1]
+    task_runs = db.find_task_runs(is_completed=False)
+    assert len(task_runs) > 0, "Must be at least one incomplete task run"
+    task_run = task_runs[-1]
+    assign_id = db.new_assignment(
+        task_run.task_id,
+        task_run.db_id,
+        task_run.requester_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+    unit_id = db.new_unit(
+        task_run.task_id,
+        task_run.db_id,
+        task_run.requester_id,
+        assign_id,
+        0,
+        0.2,
+        task_run.provider_type,
+        task_run.task_type,
+    )
+    agent_id = db.new_agent(
+        worker.db_id,
+        unit_id,
+        task_run.task_id,
+        task_run.db_id,
+        assign_id,
+        task_run.task_type,
+        task_run.provider_type,
+    )
+    agent = Agent.get(db, agent_id)
+    agent.mark_done()
+    unit = Unit.get(db, unit_id)
+    unit.sync_status()
+    return unit.db_id
+
+ +
+ +

Creates a completed unit for the most recently created task run +using some worker. Assumes

+
+ + +
+
+ + \ No newline at end of file diff --git a/docs/web/static/python_api/search.js b/docs/web/static/python_api/search.js new file mode 100644 index 000000000..9ff1554b8 --- /dev/null +++ b/docs/web/static/python_api/search.js @@ -0,0 +1,52 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +window.pdocSearch = (function(){ +/** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. 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this.config},t.Configuration.prototype.reset=function(){this.config={}},lunr.SortedSet=function(){this.length=0,this.elements=[]},lunr.SortedSet.load=function(e){var t=new this;return t.elements=e,t.length=e.length,t},lunr.SortedSet.prototype.add=function(){var e,t;for(e=0;e1;){if(r===e)return o;e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o]}return r===e?o:-1},lunr.SortedSet.prototype.locationFor=function(e){for(var t=0,n=this.elements.length,i=n-t,o=t+Math.floor(i/2),r=this.elements[o];i>1;)e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o];return r>e?o:e>r?o+1:void 0},lunr.SortedSet.prototype.intersect=function(e){for(var t=new lunr.SortedSet,n=0,i=0,o=this.length,r=e.length,s=this.elements,u=e.elements;;){if(n>o-1||i>r-1)break;s[n]!==u[i]?s[n]u[i]&&i++:(t.add(s[n]),n++,i++)}return t},lunr.SortedSet.prototype.clone=function(){var e=new lunr.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();oMephisto\n\n

This is the main package directory, containing all of the core workings of Mephisto. They roughly follow the divisions noted in the architecture overview doc. The breakdown is as following:

\n\n
    \n
  • abstractions: Contains the interface classes for the core abstractions in Mephisto, as well as implementations of those interfaces. These are the Architects, Blueprints, Crowd Providers, and Databases.
    • \n
  • client: Contains user interfaces for using Mephisto at a very high level. Primarily comprised of the python code for the cli and the web views.
    • \n
  • data_model: Contains the data model components as described in the architecture document. These are the relevant data structures that build upon the underlying MephistoDB, and are utilized throughout the Mephisto codebase.
    • \n
  • operations: Contains low-level operational code that performs more complex functionality on top of the Mephisto data model.
    • \n
  • scripts: Contains commonly executed convenience scripts for Mephisto users.
    • \n
  • tools: Contains helper methods and modules that allow for lower-level access to the Mephisto data model than the clients provide. Useful for creating custom workflows and scripts that are built on Mephisto.
    • \n
\n"}, "mephisto.abstractions": {"fullname": "mephisto.abstractions", "modulename": "mephisto.abstractions", "type": "module", "doc": "

Mephisto Core Abstractions

\n\n

This directory contains the interfaces for the four core Mephisto abstractions (as well as subcomponents of those abstractions). Those abstractions are discussed at a high level in the architecture overvierw doc.

\n\n

Specific implementations can be made to extend the Mephisto data model to work with new crowd providers, new task types, and new backend server architectures. These four primary abstractions are summarized below, but other sections go more in-depth.

\n\n

Architect

\n\n

An Architect is an abstraction that allows Mephisto to manage setup and maintenance of task servers for you. When launching a task, Mephisto uses an Architect to build required server files, launch that server, deploy the task files, and then later shut it down when the task is complete. More details are found in the abstractions/architects folder, along with the existing Architects.

\n\n

Architects also require a Channel to allow the ClientIOHandler to communicate with the server, and are expected to define their own or select a compatible one from the ones already present.

\n\n

Blueprint

\n\n

A Blueprint is the essential formula for running a task on Mephisto. It accepts some number of parameters and input data, and that should be sufficient content to be able to display a frontend to the crowdworker, process their responses, and then save them somewhere. It comprises of extensions of the AgentState (data storage), TaskRunner (actual steps to complete the task), and TaskBuilder (resources to display a frontend) classes. More details are provided in the abstractions/blueprints folder, where all the existing Blueprints live.

\n\n

CrowdProvider

\n\n

A CrowdProvider is a wrapper around any of the required functionality that Mephisto will need to utilize to accept work from workers on a specific service. Ultimately it comprises of an extension of each of Worker, Agent, Unit, and Requester. More details can be found in the abstractions/providers folder, where all of the existing CrowdProviders live.

\n\n

MephistoDB

\n\n

The MephistoDB is an abstraction around the storage for the Mephisto data model, such that it could be possible to create alternate methods for storing and loading the kind of data that mephisto requires without breaking functionality.

\n"}, "mephisto.abstractions.architect": {"fullname": "mephisto.abstractions.architect", "modulename": "mephisto.abstractions.architect", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architect.ArchitectArgs": {"fullname": "mephisto.abstractions.architect.ArchitectArgs", "modulename": "mephisto.abstractions.architect", "qualname": "ArchitectArgs", "type": "class", "doc": "

Base class for arguments to configure architects

\n"}, "mephisto.abstractions.architect.ArchitectArgs.__init__": {"fullname": "mephisto.abstractions.architect.ArchitectArgs.__init__", "modulename": "mephisto.abstractions.architect", "qualname": "ArchitectArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _architect_type: str = '???',\n server_type: str = 'node',\n server_source_path: str = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.architect.ArchitectArgs.server_type": {"fullname": "mephisto.abstractions.architect.ArchitectArgs.server_type", "modulename": "mephisto.abstractions.architect", "qualname": "ArchitectArgs.server_type", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'node'"}, "mephisto.abstractions.architect.ArchitectArgs.server_source_path": {"fullname": "mephisto.abstractions.architect.ArchitectArgs.server_source_path", "modulename": "mephisto.abstractions.architect", "qualname": "ArchitectArgs.server_source_path", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.architect.Architect": {"fullname": "mephisto.abstractions.architect.Architect", "modulename": "mephisto.abstractions.architect", "qualname": "Architect", "type": "class", "doc": "

Provides methods for setting up a server somewhere and deploying tasks\nonto that server.

\n", "bases": "abc.ABC"}, "mephisto.abstractions.architect.Architect.__init__": {"fullname": "mephisto.abstractions.architect.Architect.__init__", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.__init__", "type": "function", "doc": "

Initialize this architect with whatever options are provided given\nArgsClass. Parse whatever additional options may be required\nfor the specific task_run.

\n\n

Also set up any required database/memory into the MephistoDB so that\nthis data can be stored long-term.

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n task_run: mephisto.data_model.task_run.TaskRun,\n build_dir_root: str\n)", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.ArgsClass": {"fullname": "mephisto.abstractions.architect.Architect.ArgsClass", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.ArgsClass", "type": "class", "doc": "

Base class for arguments to configure architects

\n"}, "mephisto.abstractions.architect.Architect.assert_task_args": {"fullname": "mephisto.abstractions.architect.Architect.assert_task_args", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.assert_task_args", "type": "function", "doc": "

Assert that the provided arguments are valid. Should\nfail if a task launched with these arguments would\nnot work.

\n\n

This should include throwing an exception if the architect\nneeds login details or something similar given the\narguments passed in.

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.get_channels": {"fullname": "mephisto.abstractions.architect.Architect.get_channels", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.get_channels", "type": "function", "doc": "

Return a list of all relevant channels that the ClientIOHandler\nwill need to register to in order to function

\n", "signature": "(\n self,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType]\n) -> list[mephisto.abstractions._subcomponents.channel.Channel]", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.download_file": {"fullname": "mephisto.abstractions.architect.Architect.download_file", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.download_file", "type": "function", "doc": "

Save the file that is noted as stored on the server to\nthe desired save location.

\n", "signature": "(self, filename: str, save_dir: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.prepare": {"fullname": "mephisto.abstractions.architect.Architect.prepare", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.prepare", "type": "function", "doc": "

Produce the server files that will be deployed to the server

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.deploy": {"fullname": "mephisto.abstractions.architect.Architect.deploy", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.deploy", "type": "function", "doc": "

Launch the server, and push the task files to the server. Return\nthe server URL

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.cleanup": {"fullname": "mephisto.abstractions.architect.Architect.cleanup", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.cleanup", "type": "function", "doc": "

Remove any files that were used for the deployment process that\nno longer need to be kept track of now that the task has\nbeen launched.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architect.Architect.shutdown": {"fullname": "mephisto.abstractions.architect.Architect.shutdown", "modulename": "mephisto.abstractions.architect", "qualname": "Architect.shutdown", "type": "function", "doc": "

Shut down the server launched by this Surveyor, as stored\nin the db.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects": {"fullname": "mephisto.abstractions.architects", "modulename": "mephisto.abstractions.architects", "type": "module", "doc": "

architects

\n\n

This folder contains all of the current official Architect implementations.

\n\n

Architect's contain the logic surrounding deploying a server that workers will be able to access. In many cases Mephisto is being run on compute clusters that aren't directly addressable, or in different configurations between collaborators. Mephisto should be able to run a task from start to finish regardless of the server configuration a user would like to use, and Architect's provide this capability.

\n\n

Architect

\n\n

The Architect class is responsible for providing Mephisto with lifecycle functions for preparing, deploying, and shutting down a given server. It's also responsible with providing access to the user via a Channel, which defines an interface of callbacks for incoming messages and a function for outgoing messages. It should define the following things in order to operate properly:

\n\n
    \n
  • ArgsClass: A dataclass that implements ArchitectArgs, specifying all of the configuration arguments that the Architect uses in order to properly initialize.
    • \n
  • get_channels: A method that will return a list of initialized Channel's that the ClientIOHandler will need to communicate with to manage running a task. Returns a list to handle cases where an Architect is communicating with multiple servers in a distributed setup.
    • \n
  • prepare: Prepare any files that will be used in the deploy process. Should return the location of the prepared server files.
    • \n
  • deploy: Launch the server (if necessary) and deploy the prepared task files such that the server will be able to serve them. Return the server URL for this task, such that Mephisto can point workers to it.
    • \n
  • cleanup: Clean up any files that were used in the deploy process that aren't necessarily useful for later
    • \n
  • shutdown: Shut down the server (if necessary) or otherwise take the specific task url expected to point to this Mephisto task run offline.
    • \n
  • download_file: Save the file that is stored on the server with a given filename to the local save directory provided. Only required by Architect's that aren't able to pass a file through the Channel directly.
    • \n
\n\n

Lifecycle

\n\n

During initialization, Mephisto calls assert_task_args and expects the ArchitectClass to be able to pass through any arguments specified by the ArgsClass, raising an exception if there are any configuration problems. After this point, Mephisto will initialize the Architect with the validated config.

\n\n

Initially Mephisto will call prepare to give the Architect a chance to collect any relevant files required to run the server. It will give the Blueprint a chance to add additional files to this folder before the deploy.

\n\n

Next, Mephisto will call deploy and then get_channels. This should ensure that there is an external server, and that Mephisto has a way to communicate with it through a Channel. Only after this is met, it will publish tasks to the crowd provider.

\n\n

Once the task is done, or if it is cancelled or an error occurs, Mephisto will call shutdown, which is the signal for the Architect to clean up both local resources and remote resources related to this task.

\n\n

Implementations

\n\n

LocalArchitect

\n\n

The LocalArchitect implementation works by running a node server on the local machine at the given port in a background process. It communicates over websockets with the WebsocketChannel, and requires that there's a directory where node is actively running in. The particular node server is the baseline router implementation available in the router/node folder.

\n\n

HerokuArchitect

\n\n

The HerokuArchitect implementation works by getting access to the heroku cli, preparing a directory of what to deploy on that server, and then pushing it along. It communicates over the WebsocketChannel. This also relies on the node server implementation available in the router/node folder.

\n\n

You can specify Heroku configuration variables in hydra using your config file:

\n\n
#@package _global_\nmephisto:\n  architect:\n    heroku_config_args:\n      ONE_ARGUMENT: something\n      ANOTHER_ARGUMENT: something else\n
\n\n

MockArchitect

\n\n

The MockArchitect is an Architect used primarily for testing. To test Mephisto lifecycle, you can choose should_run_server=False, which just leads to the lifecycle functions marking if they've been called. Setting should_run_server=True can be used to automatically test certain flows, as it launches a Tornado server for which every packet and action sent through it can be scripted.

\n\n

Discussions

\n\n

Currently the abstraction around prepare and deploy should be a little more rigid, defining the kinds of files that tasks should be able to deploy, where to expect to find them, etc. At the moment, this API is somewhat unclear, and while this is okay with the current set of Architect's, future ones may not be as clear on this capability.

\n\n

It's unclear if cleanup should be called immediately when the server is deployed (freeing space) or only after a task has been fully reviewed and archived following the review flow. It's possible that the deciding factor should be based on if the Blueprint is even registered to use the review flow at all.

\n"}, "mephisto.abstractions.architects.channels": {"fullname": "mephisto.abstractions.architects.channels", "modulename": "mephisto.abstractions.architects.channels", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.channels.websocket_channel": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel", "type": "class", "doc": "

Channel for communicating with a server via websockets.

\n", "bases": "mephisto.abstractions._subcomponents.channel.Channel"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.__init__": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.__init__", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.__init__", "type": "function", "doc": "

Create a channel by the given name, and initialize any resources that\nwill later be required during the open call.

\n\n

Requires a socket_url to connect with.

\n", "signature": "(\n self,\n channel_id: str,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: Callable[[str, mephisto.data_model.packet.Packet], NoneType],\n socket_url: str\n)", "funcdef": "def"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.is_closed": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.is_closed", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.is_closed", "type": "function", "doc": "

Return whether or not this connection has been explicitly closed\nby the ClientIOHandler or another source.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.close": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.close", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.close", "type": "function", "doc": "

Close this channel, and ensure that all threads and surrounding\nresources are cleaned up

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.is_alive": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.is_alive", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.is_alive", "type": "function", "doc": "

Return if this channel is actively able to send/recieve messages.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.open": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.open", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.open", "type": "function", "doc": "

Set up a socket handling thread.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.enqueue_send": {"fullname": "mephisto.abstractions.architects.channels.websocket_channel.WebsocketChannel.enqueue_send", "modulename": "mephisto.abstractions.architects.channels.websocket_channel", "qualname": "WebsocketChannel.enqueue_send", "type": "function", "doc": "

Send the packet given to the intended recipient.\nReturn True on success and False on failure.

\n", "signature": "(self, packet: mephisto.data_model.packet.Packet) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2": {"fullname": "mephisto.abstractions.architects.ec2", "modulename": "mephisto.abstractions.architects.ec2", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.cleanup_ec2_resources": {"fullname": "mephisto.abstractions.architects.ec2.cleanup_ec2_resources", "modulename": "mephisto.abstractions.architects.ec2.cleanup_ec2_resources", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.cleanup_ec2_resources.main": {"fullname": "mephisto.abstractions.architects.ec2.cleanup_ec2_resources.main", "modulename": "mephisto.abstractions.architects.ec2.cleanup_ec2_resources", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name": {"fullname": "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name", "modulename": "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name.main": {"fullname": "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name.main", "modulename": "mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.ec2_architect.url_safe_string": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.url_safe_string", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "url_safe_string", "type": "function", "doc": "

Produces a domain string that is safe for use\nin ec2 resources

\n", "signature": "(in_string: str) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2ArchitectArgs", "type": "class", "doc": "

Additional arguments for configuring a heroku architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.__init__": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.__init__", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2ArchitectArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _architect_type: str = 'ec2',\n server_type: str = 'node',\n server_source_path: str = '???',\n instance_type: str = 't2.micro',\n subdomain: str = '${mephisto.task.task_name}',\n profile_name: str = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.instance_type": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.instance_type", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2ArchitectArgs.instance_type", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 't2.micro'"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.subdomain": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.subdomain", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2ArchitectArgs.subdomain", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '${mephisto.task.task_name}'"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.profile_name": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2ArchitectArgs.profile_name", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2ArchitectArgs.profile_name", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect", "type": "class", "doc": "

Sets up a server on heroku and deploys the task on that server

\n", "bases": "mephisto.abstractions.architect.Architect"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.__init__": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.__init__", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.__init__", "type": "function", "doc": "

Create an architect with all required parameters for launch loaded

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n task_run: mephisto.data_model.task_run.TaskRun,\n build_dir_root: str\n)", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.ArgsClass": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.ArgsClass", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.ArgsClass", "type": "class", "doc": "

Additional arguments for configuring a heroku architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.ARCHITECT_TYPE": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.ARCHITECT_TYPE", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.ARCHITECT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'ec2'"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.get_channels": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.get_channels", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.get_channels", "type": "function", "doc": "

Return a list of all relevant channels that the ClientIOHandler\nwill need to register to in order to function

\n", "signature": "(\n self,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType]\n) -> list[mephisto.abstractions._subcomponents.channel.Channel]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.download_file": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.download_file", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.download_file", "type": "function", "doc": "

Download the file from local storage

\n", "signature": "(self, target_filename: str, save_dir: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.check_domain_unused_locally": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.check_domain_unused_locally", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.check_domain_unused_locally", "type": "function", "doc": "

Checks to see if we have an active local record for the given subdomain

\n", "signature": "(self, subdomain: str)", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.assert_task_args": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.assert_task_args", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.assert_task_args", "type": "function", "doc": "

Assert that the given profile is already ready, that a fallback exists\nand that all the configuration is ready

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.server_is_running": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.server_is_running", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.server_is_running", "type": "function", "doc": "

Utility function to check if the given heroku app (by app-name) is\nstill running

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.build_is_clean": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.build_is_clean", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.build_is_clean", "type": "function", "doc": "

Utility function to see if the build has been cleaned up

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.prepare": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.prepare", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.prepare", "type": "function", "doc": "

Produce the server files that will be deployed to the server

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.deploy": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.deploy", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.deploy", "type": "function", "doc": "

Launch the server, and push the task files to the server. Return\nthe server URL

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.cleanup": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.cleanup", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.cleanup", "type": "function", "doc": "

Remove any files that were used for the deployment process that\nno longer need to be kept track of now that the task has\nbeen launched.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.shutdown": {"fullname": "mephisto.abstractions.architects.ec2.ec2_architect.EC2Architect.shutdown", "modulename": "mephisto.abstractions.architects.ec2.ec2_architect", "qualname": "EC2Architect.shutdown", "type": "function", "doc": "

Shut down the server launched by this Architect, as stored\nin the db.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.ec2_helpers.get_owner_tag": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.get_owner_tag", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "get_owner_tag", "type": "function", "doc": "

Creates a tag with the user's username\nas the owner for the given resource

\n", "signature": "() -> Dict[str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.check_aws_credentials": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.check_aws_credentials", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "check_aws_credentials", "type": "function", "doc": "

\n", "signature": "(profile_name: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.setup_ec2_credentials": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.setup_ec2_credentials", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "setup_ec2_credentials", "type": "function", "doc": "

\n", "signature": "(\n profile_name: str,\n register_args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.get_domain_if_available": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.get_domain_if_available", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "get_domain_if_available", "type": "function", "doc": "

Attempt to register the given domain with Route53, return\nTrue if registration is successful, False otherwise.

\n\n

Details on valid domains can be found here:\nhttps://docs.aws.amazon.com/Route53/latest/DeveloperGuide/registrar-tld-list.html

\n\n

Pricing is available on amazon

\n", "signature": "(session: boto3.session.Session, domain_name: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.find_hosted_zone": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.find_hosted_zone", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "find_hosted_zone", "type": "function", "doc": "

search for a hosted zone with the given name, return its id\nif found and None otherwise

\n", "signature": "(\n session: boto3.session.Session,\n domain_name: str\n) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_hosted_zone": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_hosted_zone", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_hosted_zone", "type": "function", "doc": "

Given a domain name, tries to create a hosted zone\nfor that domain. Returns the hosted zone id

\n", "signature": "(session: boto3.session.Session, domain_name: str) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.find_certificate_arn": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.find_certificate_arn", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "find_certificate_arn", "type": "function", "doc": "

Finds the certificate for the given domain if it exists, and returns\nthe certification arn.

\n", "signature": "(\n session: boto3.session.Session,\n domain_name: str\n) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.get_certificate": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.get_certificate", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "get_certificate", "type": "function", "doc": "

Gets the certificate for the given domain name, and returns\nthe dns validation name and target and cert arn ('Name' and 'Value', 'arn')

\n", "signature": "(session: boto3.session.Session, domain_name: str) -> Dict[str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.register_zone_records": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.register_zone_records", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "register_zone_records", "type": "function", "doc": "

Creates the required zone records for this mephisto hosted zone. Requires\nthe load balancer target, and the ACM certificate addresses

\n\n

Returns the change id

\n", "signature": "(\n session: boto3.session.Session,\n zone_id: str,\n domain_name: str,\n load_balancer_arn: str,\n acm_valid_name: str,\n acm_valid_target: str\n) -> int", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_mephisto_vpc": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_mephisto_vpc", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_mephisto_vpc", "type": "function", "doc": "

Create the required vpc with two subnets, an associated\ninternet gateway, and routing tables.

\n\n

Currently sets up using US-east for both subnets

\n", "signature": "(session: boto3.session.Session) -> Dict[str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_security_group": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_security_group", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_security_group", "type": "function", "doc": "

Create a security group with public access\nfor 80 and 443, but only access from ssh_ip (comma-separated) for 22

\n", "signature": "(session: boto3.session.Session, vpc_id: str, ssh_ip: str) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_key_pair": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_key_pair", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_key_pair", "type": "function", "doc": "

creates a key pair by the given name, and writes it to file

\n", "signature": "(\n session: boto3.session.Session,\n key_name: str,\n key_pair_dir: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/keypairs'\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_instance": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_instance", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_instance", "type": "function", "doc": "

Create an instance, return the instance id, allocation id, and association id

\n", "signature": "(\n session: boto3.session.Session,\n key_pair_name: str,\n security_group_id: str,\n subnet_id: str,\n instance_name: str,\n volume_size: int = 8,\n instance_type: str = 'm2.micro'\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_target_group": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_target_group", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_target_group", "type": "function", "doc": "

Create a target group for the given instance

\n", "signature": "(\n session: boto3.session.Session,\n vpc_id: str,\n instance_id: str,\n group_name='mephisto-fallback'\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.rule_is_new": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.rule_is_new", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "rule_is_new", "type": "function", "doc": "

Check to see if a rule already exists with the given subdomain

\n", "signature": "(\n session: boto3.session.Session,\n subdomain: str,\n listener_arn: str\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.register_instance_to_listener": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.register_instance_to_listener", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "register_instance_to_listener", "type": "function", "doc": "

Creates a rule for this specific redirect case,\nand returns the target group id and rule arn

\n", "signature": "(\n session: boto3.session.Session,\n instance_id: str,\n vpc_id: str,\n listener_arn: str,\n domain: str\n) -> Tuple[str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.create_load_balancer": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.create_load_balancer", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "create_load_balancer", "type": "function", "doc": "

Creates a load balancer and returns the balancer's arn

\n", "signature": "(\n session: boto3.session.Session,\n subnet_ids: List[str],\n security_group_id: str,\n vpc_id: str\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.configure_base_balancer": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.configure_base_balancer", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "configure_base_balancer", "type": "function", "doc": "

Configure the default rules for this load balancer. Return the id\nof the listener to add rules to for redirecting to specified target groups

\n", "signature": "(\n session: boto3.session.Session,\n balancer_arn: str,\n certificate_arn: str,\n target_group_arn: str\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.get_instance_address": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.get_instance_address", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "get_instance_address", "type": "function", "doc": "

Create a temporary publicly accessible IP for the given instance.\nReturn the IP address, the allocation id, and the association id.

\n", "signature": "(\n session: boto3.session.Session,\n instance_id: str\n) -> Tuple[str, str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.detete_instance_address": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.detete_instance_address", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "detete_instance_address", "type": "function", "doc": "

Removes the public ip described by the given allocation and association ids

\n", "signature": "(\n session: boto3.session.Session,\n allocation_id: str,\n association_id: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.try_server_push": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.try_server_push", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "try_server_push", "type": "function", "doc": "

Try to execute the server push provided in subprocess args

\n", "signature": "(subprocess_args: List[str], retries=5, sleep_time=10.0)", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.deploy_fallback_server": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.deploy_fallback_server", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "deploy_fallback_server", "type": "function", "doc": "

Deploy the fallback server to the given instance,\nreturn True if successful

\n", "signature": "(\n session: boto3.session.Session,\n instance_id: str,\n key_pair: str,\n log_access_pass: str\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.deploy_to_routing_server": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.deploy_to_routing_server", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "deploy_to_routing_server", "type": "function", "doc": "

\n", "signature": "(\n session: boto3.session.Session,\n instance_id: str,\n key_pair: str,\n push_directory: str\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.delete_rule": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.delete_rule", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "delete_rule", "type": "function", "doc": "

Remove the given rule and the target group for this rule

\n", "signature": "(\n session: boto3.session.Session,\n rule_arn: str,\n target_group_arn: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.delete_instance": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.delete_instance", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "delete_instance", "type": "function", "doc": "

Remove the given instance and the associated elastic ip

\n", "signature": "(session: boto3.session.Session, instance_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.remove_instance_and_cleanup": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.remove_instance_and_cleanup", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "remove_instance_and_cleanup", "type": "function", "doc": "

Cleanup for a launched server, removing the redirect rule\nclearing the target group, and then shutting down the instance.

\n", "signature": "(session: boto3.session.Session, server_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.delete_listener": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.delete_listener", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "delete_listener", "type": "function", "doc": "

\n", "signature": "(session: boto3.session.Session, listener_arn: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.ec2_helpers.cleanup_fallback_server": {"fullname": "mephisto.abstractions.architects.ec2.ec2_helpers.cleanup_fallback_server", "modulename": "mephisto.abstractions.architects.ec2.ec2_helpers", "qualname": "cleanup_fallback_server", "type": "function", "doc": "

Cleans up all of the resources for the given iam profile,\nassuming that the details are stored in the given\nserver_details_file.

\n\n

Optionally includes deleting the hosted zone, which remains\nan option due to the DNS changes required

\n", "signature": "(\n iam_profile: str,\n delete_hosted_zone: bool = False,\n server_details_file: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/servers/fallback.json'\n) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.prepare_ec2_servers": {"fullname": "mephisto.abstractions.architects.ec2.prepare_ec2_servers", "modulename": "mephisto.abstractions.architects.ec2.prepare_ec2_servers", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.ec2.prepare_ec2_servers.update_details": {"fullname": "mephisto.abstractions.architects.ec2.prepare_ec2_servers.update_details", "modulename": "mephisto.abstractions.architects.ec2.prepare_ec2_servers", "qualname": "update_details", "type": "function", "doc": "

Overwrite the contents of the open file with the given data.

\n", "signature": "(open_file, new_data: Dict[str, Any])", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.prepare_ec2_servers.launch_ec2_fallback": {"fullname": "mephisto.abstractions.architects.ec2.prepare_ec2_servers.launch_ec2_fallback", "modulename": "mephisto.abstractions.architects.ec2.prepare_ec2_servers", "qualname": "launch_ec2_fallback", "type": "function", "doc": "

This function is used to set up a mephisto\nvpc and fallback server for the AWS setup. At the moment\nit requires that you already have a domain registered,\nand it is up to you to delegate the domain to the\namazon nameservers created by this function. This\nfunction will request the ssl certificate from amazon

\n\n

At the moment, it only works on the us-east region.\nFeel free to open a PR to extend this functionality\nif you need another region!

\n", "signature": "(\n iam_profile: str,\n domain_name: str,\n ssh_ip_block: str,\n access_logs_key: str,\n key_pair_name: str = 'mephisto-server-key',\n server_details_file: str = '/Users/jju/mephisto/mephisto/abstractions/architects/ec2/servers/fallback.json',\n instance_type: str = 't2.nano'\n) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.architects.ec2.prepare_ec2_servers.main": {"fullname": "mephisto.abstractions.architects.ec2.prepare_ec2_servers.main", "modulename": "mephisto.abstractions.architects.ec2.prepare_ec2_servers", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect": {"fullname": "mephisto.abstractions.architects.heroku_architect", "modulename": "mephisto.abstractions.architects.heroku_architect", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitectArgs", "type": "class", "doc": "

Additional arguments for configuring a heroku architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.__init__": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.__init__", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitectArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _architect_type: str = 'heroku',\n server_type: str = 'node',\n server_source_path: str = '???',\n use_hobby: bool = False,\n heroku_team: Union[str, NoneType] = '???',\n heroku_app_name: Union[str, NoneType] = '???',\n heroku_config_args: Dict[str, str] = \n)", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.use_hobby": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.use_hobby", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitectArgs.use_hobby", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.heroku_team": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.heroku_team", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitectArgs.heroku_team", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = '???'"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.heroku_app_name": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitectArgs.heroku_app_name", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitectArgs.heroku_app_name", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = '???'"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect", "type": "class", "doc": "

Sets up a server on heroku and deploys the task on that server

\n", "bases": "mephisto.abstractions.architect.Architect"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.__init__": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.__init__", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.__init__", "type": "function", "doc": "

Ensure heroku credentials are setup, then prepare the necessary files\nfor launching for this task.

\n\n

All necessary paths should be built in the init or stored in the database\nsuch that a re-init on the same task run can pull the server information.

\n\n

This means that we can shutdown a server that is still running after a\ncatastrophic failure.

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n task_run: mephisto.data_model.task_run.TaskRun,\n build_dir_root: str\n)", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.ArgsClass": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.ArgsClass", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.ArgsClass", "type": "class", "doc": "

Additional arguments for configuring a heroku architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.ARCHITECT_TYPE": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.ARCHITECT_TYPE", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.ARCHITECT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'heroku'"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_channels": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_channels", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.get_channels", "type": "function", "doc": "

Return a list of all relevant channels that the ClientIOHandler\nwill need to register to in order to function

\n", "signature": "(\n self,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType]\n) -> list[mephisto.abstractions._subcomponents.channel.Channel]", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.download_file": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.download_file", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.download_file", "type": "function", "doc": "

Heroku architects need to download the file

\n", "signature": "(self, target_filename: str, save_dir: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.assert_task_args": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.assert_task_args", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.assert_task_args", "type": "function", "doc": "

Assert that the provided arguments are valid. Should\nfail if a task launched with these arguments would\nnot work.

\n\n

This should include throwing an exception if the architect\nneeds login details or something similar given the\narguments passed in.

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_heroku_client_path": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_heroku_client_path", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.get_heroku_client_path", "type": "function", "doc": "

Get the path to the heroku executable client, download a new one if it\ndoesnt exist.

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_user_identifier": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.get_user_identifier", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.get_user_identifier", "type": "function", "doc": "

Get heroku credentials for the current logged-in user

\n", "signature": "() -> Tuple[str, str]", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.server_is_running": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.server_is_running", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.server_is_running", "type": "function", "doc": "

Utility function to check if the given heroku app (by app-name) is\nstill running

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.build_is_clean": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.build_is_clean", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.build_is_clean", "type": "function", "doc": "

Utility function to see if the build has been cleaned up

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.prepare": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.prepare", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.prepare", "type": "function", "doc": "

Produce the server files that will be deployed to the server

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.deploy": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.deploy", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.deploy", "type": "function", "doc": "

Launch the server, and push the task files to the server. Return\nthe server URL

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.cleanup": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.cleanup", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.cleanup", "type": "function", "doc": "

Remove any files that were used for the deployment process that\nno longer need to be kept track of now that the task has\nbeen launched.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.shutdown": {"fullname": "mephisto.abstractions.architects.heroku_architect.HerokuArchitect.shutdown", "modulename": "mephisto.abstractions.architects.heroku_architect", "qualname": "HerokuArchitect.shutdown", "type": "function", "doc": "

Shut down the server launched by this Architect, as stored\nin the db.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect": {"fullname": "mephisto.abstractions.architects.local_architect", "modulename": "mephisto.abstractions.architects.local_architect", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.local_architect.LocalArchitectArgs": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitectArgs", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitectArgs", "type": "class", "doc": "

Additional arguments for configuring a local architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.__init__": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.__init__", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitectArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _architect_type: str = 'local',\n server_type: str = 'node',\n server_source_path: str = '???',\n hostname: str = 'localhost',\n port: str = '3000'\n)", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.hostname": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.hostname", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitectArgs.hostname", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'localhost'"}, "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.port": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitectArgs.port", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitectArgs.port", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '3000'"}, "mephisto.abstractions.architects.local_architect.LocalArchitect": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect", "type": "class", "doc": "

Provides methods for setting up a server locally and deploying tasks\nonto that server.

\n", "bases": "mephisto.abstractions.architect.Architect"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.__init__": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.__init__", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.__init__", "type": "function", "doc": "

Create an architect for use in testing

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n task_run: mephisto.data_model.task_run.TaskRun,\n build_dir_root: str\n)", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.ArgsClass": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.ArgsClass", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.ArgsClass", "type": "class", "doc": "

Additional arguments for configuring a local architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.ARCHITECT_TYPE": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.ARCHITECT_TYPE", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.ARCHITECT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'local'"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.get_channels": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.get_channels", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.get_channels", "type": "function", "doc": "

Return a list of all relevant channels that the ClientIOHandler\nwill need to register to in order to function

\n", "signature": "(\n self,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType]\n) -> list[mephisto.abstractions._subcomponents.channel.Channel]", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.download_file": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.download_file", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.download_file", "type": "function", "doc": "

Local architects can just move from the local directory

\n", "signature": "(self, target_filename: str, save_dir: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.prepare": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.prepare", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.prepare", "type": "function", "doc": "

Mark the preparation call

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.deploy": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.deploy", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.deploy", "type": "function", "doc": "

Deploy the server from a local folder for this task

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.cleanup": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.cleanup", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.cleanup", "type": "function", "doc": "

Cleanup the built directory

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.local_architect.LocalArchitect.shutdown": {"fullname": "mephisto.abstractions.architects.local_architect.LocalArchitect.shutdown", "modulename": "mephisto.abstractions.architects.local_architect", "qualname": "LocalArchitect.shutdown", "type": "function", "doc": "

Find the server process, shut it down, then remove the build directory

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect": {"fullname": "mephisto.abstractions.architects.mock_architect", "modulename": "mephisto.abstractions.architects.mock_architect", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.mock_architect.get_rand_id": {"fullname": "mephisto.abstractions.architects.mock_architect.get_rand_id", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "get_rand_id", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitectArgs": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitectArgs", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitectArgs", "type": "class", "doc": "

Additional arguments for configuring a mock architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.__init__": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.__init__", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitectArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _architect_type: str = 'mock',\n server_type: str = 'node',\n server_source_path: str = '???',\n should_run_server: bool = False,\n port: str = '3000'\n)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.should_run_server": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.should_run_server", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitectArgs.should_run_server", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.port": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitectArgs.port", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitectArgs.port", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '3000'"}, "mephisto.abstractions.architects.mock_architect.SocketHandler": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler", "type": "class", "doc": "

Subclass this class to create a basic WebSocket handler.

\n\n

Override on_message to handle incoming messages, and use\nwrite_message to send messages to the client. You can also\noverride open and on_close to handle opened and closed\nconnections.

\n\n

Custom upgrade response headers can be sent by overriding\n~tornado.web.RequestHandler.set_default_headers or\n~tornado.web.RequestHandler.prepare.

\n\n

See http://dev.w3.org/html5/websockets/ for details on the\nJavaScript interface. The protocol is specified at\nhttp://tools.ietf.org/html/rfc6455.

\n\n

Here is an example WebSocket handler that echos back all received messages\nback to the client:

\n\n

.. testcode::

\n\n

class EchoWebSocket(tornado.websocket.WebSocketHandler):\n def open(self):\n print(\"WebSocket opened\")

\n\n
  def on_message(self, message):\n      self.write_message(u\"You said: \" + message)\n\n  def on_close(self):\n      print(\"WebSocket closed\")\n
\n\n

.. testoutput::\n :hide:

\n\n

WebSockets are not standard HTTP connections. The \"handshake\" is\nHTTP, but after the handshake, the protocol is\nmessage-based. Consequently, most of the Tornado HTTP facilities\nare not available in handlers of this type. The only communication\nmethods available to you are write_message(), ping(), and\nclose(). Likewise, your request handler class should implement\nopen() method rather than get() or post().

\n\n

If you map the handler above to /websocket in your application, you can\ninvoke it in JavaScript with::

\n\n

var ws = new WebSocket(\"ws://localhost:8888/websocket\");\n ws.onopen = function() {\n ws.send(\"Hello, world\");\n };\n ws.onmessage = function (evt) {\n alert(evt.data);\n };

\n\n

This script pops up an alert box that says \"You said: Hello, world\".

\n\n

Web browsers allow any site to open a websocket connection to any other,\ninstead of using the same-origin policy that governs other network\naccess from javascript. This can be surprising and is a potential\nsecurity hole, so since Tornado 4.0 WebSocketHandler requires\napplications that wish to receive cross-origin websockets to opt in\nby overriding the ~WebSocketHandler.check_origin method (see that\nmethod's docs for details). Failure to do so is the most likely\ncause of 403 errors when making a websocket connection.

\n\n

When using a secure websocket connection (wss://) with a self-signed\ncertificate, the connection from a browser may fail because it wants\nto show the \"accept this certificate\" dialog but has nowhere to show it.\nYou must first visit a regular HTML page using the same certificate\nto accept it before the websocket connection will succeed.

\n\n

If the application setting websocket_ping_interval has a non-zero\nvalue, a ping will be sent periodically, and the connection will be\nclosed if a response is not received before the websocket_ping_timeout.

\n\n

Messages larger than the websocket_max_message_size application setting\n(default 10MiB) will not be accepted.

\n\n

.. versionchanged:: 4.5\n Added websocket_ping_interval, websocket_ping_timeout, and\n websocket_max_message_size.

\n", "bases": "tornado.websocket.WebSocketHandler"}, "mephisto.abstractions.architects.mock_architect.SocketHandler.__init__": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler.__init__", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler.__init__", "type": "function", "doc": "

\n", "signature": "(self, *args, **kwargs)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.SocketHandler.open": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler.open", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler.open", "type": "function", "doc": "

Opens a websocket and assigns a random UUID that is stored in the class-level\nsubs variable.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.SocketHandler.on_close": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler.on_close", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler.on_close", "type": "function", "doc": "

Runs when a socket is closed.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.SocketHandler.on_message": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler.on_message", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler.on_message", "type": "function", "doc": "

Callback that runs when a new message is received from a client See the\nchat_service README for the resultant message structure.\nArgs:\n message_text: A stringified JSON object with a text or attachment key.\n text should contain a string message and attachment is a dict.\n See WebsocketAgent.put_data for more information about the\n attachment dict structure.

\n", "signature": "(self, message_text)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.SocketHandler.check_origin": {"fullname": "mephisto.abstractions.architects.mock_architect.SocketHandler.check_origin", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "SocketHandler.check_origin", "type": "function", "doc": "

Override to enable support for allowing alternate origins.

\n\n

The origin argument is the value of the Origin HTTP\nheader, the url responsible for initiating this request. This\nmethod is not called for clients that do not send this header;\nsuch requests are always allowed (because all browsers that\nimplement WebSockets support this header, and non-browser\nclients do not have the same cross-site security concerns).

\n\n

Should return True to accept the request or False to\nreject it. By default, rejects all requests with an origin on\na host other than this one.

\n\n

This is a security protection against cross site scripting attacks on\nbrowsers, since WebSockets are allowed to bypass the usual same-origin\npolicies and don't use CORS headers.

\n\n

.. warning::

\n\n

This is an important security measure; don't disable it\n without understanding the security implications. In\n particular, if your authentication is cookie-based, you\n must either restrict the origins allowed by\n check_origin() or implement your own XSRF-like\n protection for websocket connections. See these\n <https://www.christian-schneider.net/CrossSiteWebSocketHijacking.html>_\n articles\n <https://devcenter.heroku.com/articles/websocket-security>_\n for more.

\n\n

To accept all cross-origin traffic (which was the default prior to\nTornado 4.0), simply override this method to always return True::

\n\n
def check_origin(self, origin):\n    return True\n
\n\n

To allow connections from any subdomain of your site, you might\ndo something like::

\n\n
def check_origin(self, origin):\n    parsed_origin = urllib.parse.urlparse(origin)\n    return parsed_origin.netloc.endswith(\".mydomain.com\")\n
\n\n

.. versionadded:: 4.0

\n", "signature": "(self, origin)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.AliveHandler": {"fullname": "mephisto.abstractions.architects.mock_architect.AliveHandler", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "AliveHandler", "type": "class", "doc": "

Simple handler for is_alive

\n", "bases": "tornado.web.RequestHandler"}, "mephisto.abstractions.architects.mock_architect.AliveHandler.get": {"fullname": "mephisto.abstractions.architects.mock_architect.AliveHandler.get", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "AliveHandler.get", "type": "function", "doc": "

\n", "signature": "(self, eids)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer", "type": "class", "doc": "

Tornado-based server that with hooks for sending specific\nmessages through socket connections and such

\n", "bases": "tornado.web.Application"}, "mephisto.abstractions.architects.mock_architect.MockServer.__init__": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.__init__", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.__init__", "type": "function", "doc": "

\n", "signature": "(self, port)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.send_agent_act": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.send_agent_act", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.send_agent_act", "type": "function", "doc": "

Send a packet from the given agent with\nthe given content

\n", "signature": "(self, agent_id, act_content)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.register_mock_agent": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.register_mock_agent", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.register_mock_agent", "type": "function", "doc": "

Send a packet asking to register a mock agent.

\n", "signature": "(self, worker_name, agent_details)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.submit_mock_unit": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.submit_mock_unit", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.submit_mock_unit", "type": "function", "doc": "

Send a packet asking to submit data.

\n", "signature": "(self, agent_id, submit_data)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.register_mock_agent_after_onboarding": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.register_mock_agent_after_onboarding", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.register_mock_agent_after_onboarding", "type": "function", "doc": "

Send a packet asking to register a mock agent.

\n", "signature": "(self, worker_id, agent_id, onboard_data)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.disconnect_mock_agent": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.disconnect_mock_agent", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.disconnect_mock_agent", "type": "function", "doc": "

Mark a mock agent as disconnected.

\n", "signature": "(self, agent_id)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.launch_mock": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.launch_mock", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.launch_mock", "type": "function", "doc": "

Start the primary loop for this application

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockServer.shutdown_mock": {"fullname": "mephisto.abstractions.architects.mock_architect.MockServer.shutdown_mock", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockServer.shutdown_mock", "type": "function", "doc": "

Defined to shutown the tornado application.

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect", "type": "class", "doc": "

The MockArchitect runs a mock server on the localhost so that\nwe can send special packets and assert connections have been made

\n", "bases": "mephisto.abstractions.architect.Architect"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.__init__": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.__init__", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.__init__", "type": "function", "doc": "

Create an architect for use in testing

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n task_run: mephisto.data_model.task_run.TaskRun,\n build_dir_root: str\n)", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.ArgsClass": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.ArgsClass", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.ArgsClass", "type": "class", "doc": "

Additional arguments for configuring a mock architect

\n", "bases": "mephisto.abstractions.architect.ArchitectArgs"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.ARCHITECT_TYPE": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.ARCHITECT_TYPE", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.ARCHITECT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'mock'"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.get_channels": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.get_channels", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.get_channels", "type": "function", "doc": "

Return a list of all relevant channels that the ClientIOHandler\nwill need to register to in order to function

\n", "signature": "(\n self,\n on_channel_open: Callable[[str], NoneType],\n on_catastrophic_disconnect: Callable[[str], NoneType],\n on_message: collections.abc.Callable[str, mephisto.data_model.packet.Packet, NoneType]\n) -> list[mephisto.abstractions._subcomponents.channel.Channel]", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.download_file": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.download_file", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.download_file", "type": "function", "doc": "

Mock architects can just pretend to write a file

\n", "signature": "(self, target_filename: str, save_dir: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.prepare": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.prepare", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.prepare", "type": "function", "doc": "

Mark the preparation call

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.deploy": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.deploy", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.deploy", "type": "function", "doc": "

Mock a deploy or deploy a mock server, depending on settings

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.cleanup": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.cleanup", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.cleanup", "type": "function", "doc": "

Mark the cleanup call

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.mock_architect.MockArchitect.shutdown": {"fullname": "mephisto.abstractions.architects.mock_architect.MockArchitect.shutdown", "modulename": "mephisto.abstractions.architects.mock_architect", "qualname": "MockArchitect.shutdown", "type": "function", "doc": "

Mark the shutdown call

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.router": {"fullname": "mephisto.abstractions.architects.router", "modulename": "mephisto.abstractions.architects.router", "type": "module", "doc": "

router

\n\n

This directory contains all of the Mephisto code regarding setting up and deploying and endpoint that can handle interfacing with the mephisto-task package. As of now there are two implementations, a node server in deploy and a Flask server in flask. Each of these can be extended upon such that you can deploy your own server (with whatever logic you may need) but still have mephisto routing functionality.

\n\n

build_router.py

\n\n

This file contains code to be able to initialize the required build files for a server, assuming that they're set up properly. With the routers available in this directory, they should work out-of-the-box, but more configuration. If you want to specify your own build, you should start from the given servers, then provide the architect.server_source_root and architect.server_type arguments as appropriate with your server directory and the kind of server you're running.

\n\n

Router Types

\n\n

node

\n\n

This folder contains a node-based server that meets the specification for being a Mephisto Router. Additional files are served via /static/ and uploaded files from the user are temporarily available from /tmp/.

\n\n

flask

\n\n

This folder contains a Flask Blueprint (not to be confused with a Mephisto Blueprint) in mephisto_flask_blueprint.py. It also has example usage of this within the app.py file. The app.py file is what we actually deploy by default, and the contents demonstrate some important usage requirements for deploying a Mephisto router within an arbitrary Flask app.

\n\n

Key notes: you'll need to import the blueprint and the websocket server, and register the app alongside the websocket server. You'll also need to use monkey.patch_all() to ensure that the threading of the websockets and the main Flask server are able to interleave.

\n\n

Routing implementation, functionality, and gotchas

\n\n

In short, the Mephisto protocol for routing requests from clients down to the Mephisto main server is somewhat complicated. There are a number of endpoints that need to retain the behavior that's captured in the comments of the Flask implementation's mephisto_flask_blueprint.py file. These should be enumerated further here.

\n\n

TODO Document the requirements for a Mephisto Router to be running properly, including keeping track of local agent states, converting HTTP POST requests to websocket messages, and the heartbeat protocols.

\n"}, "mephisto.abstractions.architects.router.build_router": {"fullname": "mephisto.abstractions.architects.router.build_router", "modulename": "mephisto.abstractions.architects.router.build_router", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.router.build_router.can_build": {"fullname": "mephisto.abstractions.architects.router.build_router.can_build", "modulename": "mephisto.abstractions.architects.router.build_router", "qualname": "can_build", "type": "function", "doc": "

Determine if the build dir is properly formatted for\nbeing able to have the router built within. This is a\nvalidation step that should be run before build_router.

\n", "signature": "(\n build_dir: str,\n task_run: mephisto.data_model.task_run.TaskRun\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.architects.router.build_router.install_router_files": {"fullname": "mephisto.abstractions.architects.router.build_router.install_router_files", "modulename": "mephisto.abstractions.architects.router.build_router", "qualname": "install_router_files", "type": "function", "doc": "

Create a new build including the node_modules

\n", "signature": "() -> None", "funcdef": "def"}, "mephisto.abstractions.architects.router.build_router.build_node_router": {"fullname": "mephisto.abstractions.architects.router.build_router.build_node_router", "modulename": "mephisto.abstractions.architects.router.build_router", "qualname": "build_node_router", "type": "function", "doc": "

Build requirements for the NPM router

\n", "signature": "(\n build_dir: str,\n task_run: mephisto.data_model.task_run.TaskRun\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.router.build_router.build_flask_router": {"fullname": "mephisto.abstractions.architects.router.build_router.build_flask_router", "modulename": "mephisto.abstractions.architects.router.build_router", "qualname": "build_flask_router", "type": "function", "doc": "

\n", "signature": "(\n build_dir: str,\n task_run: mephisto.data_model.task_run.TaskRun\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.router.build_router.build_router": {"fullname": "mephisto.abstractions.architects.router.build_router.build_router", "modulename": "mephisto.abstractions.architects.router.build_router", "qualname": "build_router", "type": "function", "doc": "

Copy expected files from the router source into the build dir,\nusing existing files in the build dir as replacements for the\ndefaults if available

\n", "signature": "(\n build_dir: str,\n task_run: mephisto.data_model.task_run.TaskRun,\n version: str = 'node',\n server_source_path: Union[str, NoneType] = None\n) -> str", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask": {"fullname": "mephisto.abstractions.architects.router.flask", "modulename": "mephisto.abstractions.architects.router.flask", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.router.flask.app": {"fullname": "mephisto.abstractions.architects.router.flask.app", "modulename": "mephisto.abstractions.architects.router.flask.app", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.debug_log": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.debug_log", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "debug_log", "type": "function", "doc": "

Log only if debugging is enabled

\n\n

Explicitly does not use the regular Mephisto logging framework as we\nmay want to deploy this on a server that doesn't have Mephisto installed,\nand we can keep package size low this way.

\n", "signature": "(*args)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.js_time": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.js_time", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "js_time", "type": "function", "doc": "

Convert python time to js time, as the mephisto-task package expects

\n", "signature": "(python_time: float) -> int", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.LocalAgentState": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.LocalAgentState", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "LocalAgentState", "type": "class", "doc": "

Keeps track of a connected agent over their lifecycle interacting with the router

\n"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.LocalAgentState.__init__": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.LocalAgentState.__init__", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "LocalAgentState.__init__", "type": "function", "doc": "

Initialize an object to track the lifecycle of a connection

\n", "signature": "(self, agent_id: str)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouterState", "type": "class", "doc": "

\n"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState.__init__": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState.__init__", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouterState.__init__", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.mephisto_router_app": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.mephisto_router_app", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "mephisto_router_app", "type": "variable", "doc": "

\n", "annotation": ": Union[mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter, NoneType]", "default_value": " = None"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.mephisto_router_state": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.mephisto_router_state", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "mephisto_router_state", "type": "variable", "doc": "

\n", "annotation": ": Union[mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState, NoneType]", "default_value": " = None"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.register_router_application": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.register_router_application", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "register_router_application", "type": "function", "doc": "

Register a routing application with the global state,\nsuch that HTTP requests can access it and so that\nall websocket routers share the same state.

\n\n

Returns the global router state

\n", "signature": "(\n router: mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter\n) -> mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouterState", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter", "type": "class", "doc": "

Base implementation of a websocket server that handles\nall of the socket based IO for mephisto-task

\n", "bases": "geventwebsocket.resource.WebSocketApplication"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.__init__": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.__init__", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter.__init__", "type": "function", "doc": "

Initialize with the gloabl state of MephistoRouters

\n", "signature": "(self, *args, **kwargs)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_open": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_open", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter.on_open", "type": "function", "doc": "

Initialize a new client connection, and give them a uuid to refer to

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_message": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_message", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter.on_message", "type": "function", "doc": "

Determine the type of message, and then handle via the correct handler

\n", "signature": "(self, message: str) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_close": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.on_close", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter.on_close", "type": "function", "doc": "

Mark a socket dead for a LocalAgentState, give time to reconnect

\n", "signature": "(self, reason: Any) -> None", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.make_agent_request": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.MephistoRouter.make_agent_request", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "MephistoRouter.make_agent_request", "type": "function", "doc": "

Make a request to the core Mephisto server, and then await the response

\n", "signature": "(\n self,\n request_packet: Dict[str, Any]\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.request_agent": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.request_agent", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "request_agent", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.submit_onboarding": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.submit_onboarding", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "submit_onboarding", "type": "function", "doc": "

Parse onboarding as if it were a request sent from the\nactive agent, rather than coming as a request from the router.

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.submit_task": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.submit_task", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "submit_task", "type": "function", "doc": "

Parse task submission as if it were an act

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.log_error": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.log_error", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "log_error", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.is_alive": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.is_alive", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "is_alive", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_timestamp": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_timestamp", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "get_timestamp", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.download_file": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.download_file", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "download_file", "type": "function", "doc": "

\n", "signature": "(filename)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.show_index": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.show_index", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "show_index", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_task_config": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_task_config", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "get_task_config", "type": "function", "doc": "

\n", "signature": "(res)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_static": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.get_static", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "get_static", "type": "function", "doc": "

\n", "signature": "(res)", "funcdef": "def"}, "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.add_header": {"fullname": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint.add_header", "modulename": "mephisto.abstractions.architects.router.flask.mephisto_flask_blueprint", "qualname": "add_header", "type": "function", "doc": "

Add headers to prevent caching, as this server may be used in local\ndevelopment or with the same address but different contents

\n", "signature": "(r)", "funcdef": "def"}, "mephisto.abstractions.blueprint": {"fullname": "mephisto.abstractions.blueprint", "modulename": "mephisto.abstractions.blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprint.BlueprintArgs": {"fullname": "mephisto.abstractions.blueprint.BlueprintArgs", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintArgs", "type": "class", "doc": "

BlueprintArgs(_blueprint_type: str = '???', block_qualification: str = '???')

\n"}, "mephisto.abstractions.blueprint.BlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprint.BlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, _blueprint_type: str = '???', block_qualification: str = '???')", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintArgs.block_qualification": {"fullname": "mephisto.abstractions.blueprint.BlueprintArgs.block_qualification", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintArgs.block_qualification", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprint.SharedTaskState": {"fullname": "mephisto.abstractions.blueprint.SharedTaskState", "modulename": "mephisto.abstractions.blueprint", "qualname": "SharedTaskState", "type": "class", "doc": "

Base class for specifying additional state that can't just\nbe passed as Hydra args, like functions and objects

\n"}, "mephisto.abstractions.blueprint.SharedTaskState.__init__": {"fullname": "mephisto.abstractions.blueprint.SharedTaskState.__init__", "modulename": "mephisto.abstractions.blueprint", "qualname": "SharedTaskState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_config: Dict[str, Any] = ,\n qualifications: List[Any] = ,\n worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = ,\n on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintMixin": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin", "type": "class", "doc": "

Base class for compositional mixins for blueprints

\n\n

We expect mixins that subclass other mixins to handle subinitialization\nwork, such that only the highest class needs to be called.

\n", "bases": "abc.ABC"}, "mephisto.abstractions.blueprint.BlueprintMixin.extract_unique_mixins": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin.extract_unique_mixins", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin.extract_unique_mixins", "type": "function", "doc": "

Return the unique mixin classes that are used in the given blueprint class

\n", "signature": "(blueprint_class: type[mephisto.abstractions.blueprint.Blueprint])", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintMixin.init_mixin_config": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin.init_mixin_config", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin.init_mixin_config", "type": "function", "doc": "

Method to initialize any required attributes to make this mixin function

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintMixin.assert_mixin_args": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin.assert_mixin_args", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin.assert_mixin_args", "type": "function", "doc": "

Method to validate the incoming args and throw if something won't work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintMixin.get_mixin_qualifications": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin.get_mixin_qualifications", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin.get_mixin_qualifications", "type": "function", "doc": "

Method to provide any required qualifications to make this mixin function

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.blueprint.BlueprintMixin.mixin_args_and_state": {"fullname": "mephisto.abstractions.blueprint.BlueprintMixin.mixin_args_and_state", "modulename": "mephisto.abstractions.blueprint", "qualname": "BlueprintMixin.mixin_args_and_state", "type": "function", "doc": "

Magic utility decorator that can be used to inject mixin configurations\n(BlueprintArgs and SharedTaskState) without the user needing to define new\nclasses for these. Should only be used by tasks that aren't already specifying\nnew versions of these, which should just inherit otherwise.

\n\n

Usage:\n @register_mephisto_abstraction()\n @ABlueprintMixin.mixin_args_and_state\n class MyBlueprint(ABlueprintMixin, Blueprint):\n pass

\n", "signature": "(\n mixin_cls: type[mephisto.abstractions.blueprint.BlueprintMixin],\n target_cls: type[mephisto.abstractions.blueprint.Blueprint]\n)", "funcdef": "def"}, "mephisto.abstractions.blueprint.Blueprint": {"fullname": "mephisto.abstractions.blueprint.Blueprint", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint", "type": "class", "doc": "

Configuration class for the various parts of building, launching,\nand running a task of a specific task. Provides utility functions\nfor managing between the three main components, which are separated\ninto separate classes in acknowledgement that some tasks may have\nparticularly complicated processes for them

\n", "bases": "abc.ABC"}, "mephisto.abstractions.blueprint.Blueprint.OnboardingAgentStateClass": {"fullname": "mephisto.abstractions.blueprint.Blueprint.OnboardingAgentStateClass", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.OnboardingAgentStateClass", "type": "class", "doc": "

Class for holding state information about work by an Agent on a Unit, currently\nstored as current task work into a json file.

\n\n

Specific state implementations will need to be created for different Task Types,\nas different tasks store and load differing data.

\n", "bases": "abc.ABC"}, "mephisto.abstractions.blueprint.Blueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprint.Blueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.ArgsClass", "type": "class", "doc": "

BlueprintArgs(_blueprint_type: str = '???', block_qualification: str = '???')

\n"}, "mephisto.abstractions.blueprint.Blueprint.SharedStateClass": {"fullname": "mephisto.abstractions.blueprint.Blueprint.SharedStateClass", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.SharedStateClass", "type": "class", "doc": "

Base class for specifying additional state that can't just\nbe passed as Hydra args, like functions and objects

\n"}, "mephisto.abstractions.blueprint.Blueprint.get_required_qualifications": {"fullname": "mephisto.abstractions.blueprint.Blueprint.get_required_qualifications", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.get_required_qualifications", "type": "function", "doc": "

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprint.Blueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprint.Blueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.assert_task_args", "type": "function", "doc": "

Assert that the provided arguments are valid. Should\nfail if a task launched with these arguments would\nnot work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprint.Blueprint.get_frontend_args": {"fullname": "mephisto.abstractions.blueprint.Blueprint.get_frontend_args", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.get_frontend_args", "type": "function", "doc": "

Specifies what options should be fowarded\nto the client for use by the task's frontend

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprint.Blueprint.get_initialization_data": {"fullname": "mephisto.abstractions.blueprint.Blueprint.get_initialization_data", "modulename": "mephisto.abstractions.blueprint", "qualname": "Blueprint.get_initialization_data", "type": "function", "doc": "

Get all of the data used to initialize tasks from this blueprint.\nCan either be a simple iterable if all the assignments can\nbe processed at once, or a Generator if the number\nof tasks is unknown or changes based on something running\nconcurrently with the job.

\n", "signature": "(\n self\n) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]", "funcdef": "def"}, "mephisto.abstractions.blueprints": {"fullname": "mephisto.abstractions.blueprints", "modulename": "mephisto.abstractions.blueprints", "type": "module", "doc": "

Blueprints

\n\n

Overview

\n\n

Blueprints serve to package tasks (and groups of similar tasks) into a reusable format. They can be used to work through piloting tasks, collecting data, testing different formats, etc. They're also used by the architecture to simplify the data accumulation and review processes. The StaticBlueprint is a good starting example of how to implement a blueprint.

\n\n

Implementation Details

\n\n

AgentState

\n\n

The agent state is responsible for defining the data that is important to store for a specific Unit, as well as methods for writing that locally to disk. To abstract this, it must implement the following methods:

\n\n
    \n
  • set_init_state(data): given data provided by the get_init_data_for_agent method, initialize this agent state to whatever starting state is relevant for this Unit.
    • \n
  • get_init_state(): Return the initial state to be sent to the agent for use in the frontend.
    • \n
  • load_data(): Load data that is saved to file to re-initialize the state for this AgentState. Generally data should be stored in self.agent.get_data_dir(), however any storage solution will work as long as it remains consistent.
    • \n
  • get_data(): Return the stored data for this task in the format containing everything the frontend needs to render and run the task.
    • \n
  • get_parsed_data(): Return the stored data for this task in the format that is relevant for review or packaging the data.
    • \n
  • save_data(): Save data to a file such that it can be re-initialized later. Generally data should be stored in self.agent.get_data_dir(), however any storage solution will work as long as it remains consistent, and load_data() will be able to find it.
    • \n
  • update_data(): Update the local state stored in this AgentState given the data sent from the frontend. Given your frontend is what packages data to send, this is entirely customizable by the task creator.
    • \n
\n\n

TaskBuilder

\n\n

TaskBuilders exist to abstract away the portion of building a frontend to however one would want to, allowing Mephisto users to design tasks however they'd like. They also can take build options to customize what ends up built. They must implement the following:

\n\n
    \n
  • build_in_dir(build_dir): Take any important source files and put them into the given build dir. This directory will be deployed to the frontend and will become the static target for completing the task.
    • \n
  • get_extra_options(): Return the specific task options that are relevant to customize the frontend when build_in_dir is called.
    • \n
\n\n

TaskRunner

\n\n

The TaskRunner component of a blueprint is responsible for actually stepping Agents through the task when it is live. It is, in short, able to set up task control. A TaskRunner needs to implement the following:

\n\n
    \n
  • get_init_data_for_agent: Provide initial data for an assignment. If this agent is reconnecting (and as such attached to an existing task), update that task to point to the new agent (as the old agent object will no longer receive data from the frontend).
    • \n
  • run_assignment: Handle setup for any resources required to get this assignment running. It will be launched in a background thread, and should be tolerant to being interrupted by cleanup_assignment.
    • \n
  • cleanup_assignment: Send any signals to the required thread for the given assignment to tell it to terminate, then clean up any resources that were set within it.
    • \n
  • get_data_for_assignment (optional): Get the data that an assignment is going to use when run. By default, this pulls from assignment.get_assignment_data() however if a task has a special storage mechanism or data type, the assignment data can be fetched here.
    • \n
\n\n

SharedTaskState

\n\n

A blueprint is able to create a container that handles any shared data that is initialized during a task or modified between tasks, or for function hooks that are used across a run. The following hooks are already provided in the base:

\n\n
    \n
  • validate_onboarding: A function that takes in an onboarding agent's AgentState.get_data() call, and should always return a boolean of if that state represents a successful onboarding completion.
    • \n
  • worker_can_do_unit: A function that takes in a Worker and a Unit, and should return a boolean representing if the worker is eligible to work on that particular unit.
    • \n
  • on_unit_submitted: A function that takes in a Unit after a TaskRunner ends, and is able to do any automatic post-processing operations on that unit that a Mephisto user may want.
    • \n
\n\n

Blueprint Mixins

\n\n

Blueprints sometimes share some component functionality that may be useful across a multitude of tasks. We capture these in mixins. Mephisto is able to recognize certain mixins in order to complete additional operations, however custom mixins may help cut down on boiler plate in common run_task.py scripts. As your tasks mature, we suggest utilizing blueprint mixins to share common workflows and design patterns you observe.

\n\n

OnboardingRequired

\n\n

This mixin allows for blueprints that require people to complete an onboarding task _before_ they're even able to start on their first task. Usually this is useful for providing task context, and then quizzing workers to see if they understand what's provided. Tasks using this mixin will activate onboarding mode for new Workers whenever the mephisto.blueprint.onboarding_qualification hydra argument is provided.

\n\n

ScreenTaskRequired

\n\n

This mixin allows for blueprints that require people to complete a _test_ version of the real task the first time a worker does the task. This allows you to validate workers on a run of the real task, either on your actual data (when providing SharedTaskState.screening_data_factory=False) or on test data that you may more easily validate using (when providing a generator to SharedTaskState.screening_data_factory). The tasks should be the same as your standard task, just able to be easily validated. You do pay for screening tasks, and as such we ask you set mephisto.blueprint.max_screening_units to put a cap on how many screening units you want to launch.

\n\n

Implementations

\n\n

StaticBlueprint

\n\n

The StaticBlueprint class allows a replication of the interface that MTurk provides, being able to take a snippet of HTML and a .csv file and deploy tasks that fill templates of the HTML with values from the .csv.

\n\n

You can also specify the task data in a .json file, or by passing the data array or a generator to SharedStaticTaskState.static_task_data.

\n\n

MockBlueprint

\n\n

The MockBlueprint exists to test other parts of the Mephisto architecture, and doesn't actually provide a real task.

\n"}, "mephisto.abstractions.blueprints.abstract": {"fullname": "mephisto.abstractions.blueprints.abstract", "modulename": "mephisto.abstractions.blueprints.abstract", "type": "module", "doc": "

Abstract blueprints

\n\n

The blueprints present in this folder provide a set of common underlying blueprint infrastructure, but are incomplete in some form or other. They are not registered as blueprints because they aren't intended to be launched, but rather to be extended upon.

\n"}, "mephisto.abstractions.blueprints.abstract.static_task": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task", "modulename": "mephisto.abstractions.blueprints.abstract.static_task", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder.EmptyStaticTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder.EmptyStaticTaskBuilder", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder", "qualname": "EmptyStaticTaskBuilder", "type": "class", "doc": "

Abstract class for a task builder for static tasks

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder.EmptyStaticTaskBuilder.build_in_dir": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder.EmptyStaticTaskBuilder.build_in_dir", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.empty_task_builder", "qualname": "EmptyStaticTaskBuilder.build_in_dir", "type": "function", "doc": "

Build the frontend if it doesn't exist, then copy into the server directory

\n", "signature": "(self, build_dir: str)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState", "type": "class", "doc": "

Agent state for static tasks.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.__init__": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.__init__", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.__init__", "type": "function", "doc": "

Static agent states should store\ninput dict -> output dict pairs to disc

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.set_init_state": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.set_init_state", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.set_init_state", "type": "function", "doc": "

Set the initial state for this agent

\n", "signature": "(self, data: Any) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_init_state": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_init_state", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.get_init_state", "type": "function", "doc": "

Return the initial state for this agent,\nNone if no such state exists

\n", "signature": "(self) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.load_data": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.load_data", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.load_data", "type": "function", "doc": "

Load data for this agent from disk

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_data": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_data", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.get_data", "type": "function", "doc": "

Return dict of this agent's state

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.save_data": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.save_data", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.save_data", "type": "function", "doc": "

Save static agent data to disk

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.update_data": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.update_data", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.update_data", "type": "function", "doc": "

Process the incoming data packet, and handle updating the state

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.update_submit": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.update_submit", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.update_submit", "type": "function", "doc": "

Move the submitted output to the local dict

\n", "signature": "(self, submission_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_task_start": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_task_start", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.get_task_start", "type": "function", "doc": "

Extract out and return the start time recorded for this task.

\n", "signature": "(self) -> Union[float, NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_task_end": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state.StaticAgentState.get_task_end", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_agent_state", "qualname": "StaticAgentState.get_task_end", "type": "function", "doc": "

Extract out and return the end time recorded for this task.

\n", "signature": "(self) -> Union[float, NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "SharedStaticTaskState", "type": "class", "doc": "

SharedStaticTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , static_task_data: Iterable[Any] = )

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState.__init__": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState.__init__", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "SharedStaticTaskState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_config: Dict[str, Any] = ,\n qualifications: List[Any] = ,\n worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = ,\n on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = ,\n onboarding_data: Dict[str, Any] = ,\n validate_onboarding: Callable[[Any], bool] = ,\n static_task_data: Iterable[Any] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs", "type": "class", "doc": "

StaticBlueprintArgs(_blueprint_type: str = 'abstract_static', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'StaticBlueprint', units_per_assignment: int = 1, extra_source_dir: str = '???', data_json: str = '???', data_jsonl: str = '???', data_csv: str = '???')

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _blueprint_type: str = 'abstract_static',\n block_qualification: str = '???',\n onboarding_qualification: str = '???',\n _group: str = 'StaticBlueprint',\n units_per_assignment: int = 1,\n extra_source_dir: str = '???',\n data_json: str = '???',\n data_jsonl: str = '???',\n data_csv: str = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.units_per_assignment": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.units_per_assignment", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.units_per_assignment", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 1"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.extra_source_dir": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.extra_source_dir", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.extra_source_dir", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_json": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_json", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.data_json", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_jsonl": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_jsonl", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.data_jsonl", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_csv": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs.data_csv", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprintArgs.data_csv", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint", "type": "class", "doc": "

Abstract blueprint for a task that runs without any extensive backend.\nThese are generally one-off tasks sending data to the frontend and then\nawaiting a response.

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.SharedStaticTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.AgentStateClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.AgentStateClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.AgentStateClass", "type": "class", "doc": "

Agent state for static tasks.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.OnboardingAgentStateClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.OnboardingAgentStateClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.OnboardingAgentStateClass", "type": "class", "doc": "

Agent state for static tasks.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.TaskBuilderClass", "type": "class", "doc": "

Abstract class for a task builder for static tasks

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.TaskRunnerClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.TaskRunnerClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.TaskRunnerClass", "type": "class", "doc": "

Task runner for a static task

\n\n

Static tasks always assume single unit assignments,\nas only one person can work on them at a time

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.ArgsClass", "type": "class", "doc": "

StaticBlueprintArgs(_blueprint_type: str = 'abstract_static', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'StaticBlueprint', units_per_assignment: int = 1, extra_source_dir: str = '???', data_json: str = '???', data_jsonl: str = '???', data_csv: str = '???')

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.SharedStateClass": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.SharedStateClass", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.SharedStateClass", "type": "class", "doc": "

SharedStaticTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , static_task_data: Iterable[Any] = )

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.assert_task_args", "type": "function", "doc": "

Ensure that the data can be properly loaded

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.get_initialization_data": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint.get_initialization_data", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint", "qualname": "StaticBlueprint.get_initialization_data", "type": "function", "doc": "

Return the InitializationData retrieved from the specified stream

\n", "signature": "(\n self\n) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner", "type": "class", "doc": "

Task runner for a static task

\n\n

Static tasks always assume single unit assignments,\nas only one person can work on them at a time

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.__init__": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.__init__", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.__init__", "type": "function", "doc": "

Get the correct TaskRunner for this task run

\n", "signature": "(\n cls,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.get_init_data_for_agent": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.get_init_data_for_agent", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.get_init_data_for_agent", "type": "function", "doc": "

Return the data for an agent already assigned to a particular unit

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.run_onboarding": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.run_onboarding", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.run_onboarding", "type": "function", "doc": "

Static onboarding flows exactly like a regular task, waiting for\nthe submit to come through

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.cleanup_onboarding": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.cleanup_onboarding", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.cleanup_onboarding", "type": "function", "doc": "

Nothing to clean up in a static onboarding

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.run_unit": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.run_unit", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.run_unit", "type": "function", "doc": "

Static runners will get the task data, send it to the user, then\nwait for the agent to act (the data to be completed)

\n", "signature": "(\n self,\n unit: mephisto.data_model.unit.Unit,\n agent: mephisto.data_model.agent.Agent\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.cleanup_unit": {"fullname": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner.StaticTaskRunner.cleanup_unit", "modulename": "mephisto.abstractions.blueprints.abstract.static_task.static_task_runner", "qualname": "StaticTaskRunner.cleanup_unit", "type": "function", "doc": "

There is currently no cleanup associated with killing an incomplete task

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins": {"fullname": "mephisto.abstractions.blueprints.mixins", "modulename": "mephisto.abstractions.blueprints.mixins", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequiredArgs", "type": "class", "doc": "

OnboardingRequiredArgs(onboarding_qualification: str = '???')

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequiredArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, onboarding_qualification: str = '???')", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs.onboarding_qualification": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs.onboarding_qualification", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequiredArgs.onboarding_qualification", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingSharedState", "type": "class", "doc": "

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingSharedState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n onboarding_data: Dict[str, Any] = ,\n validate_onboarding: Callable[[Any], bool] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired", "type": "class", "doc": "

Compositional class for blueprints that may have an onboarding step

\n", "bases": "mephisto.abstractions.blueprint.BlueprintMixin"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.ArgsMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.ArgsMixin", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.ArgsMixin", "type": "class", "doc": "

OnboardingRequiredArgs(onboarding_qualification: str = '???')

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.SharedStateMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.SharedStateMixin", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.SharedStateMixin", "type": "class", "doc": "

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

\n"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.init_mixin_config": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.init_mixin_config", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.init_mixin_config", "type": "function", "doc": "

Method to initialize any required attributes to make this mixin function

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.assert_mixin_args": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.assert_mixin_args", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.assert_mixin_args", "type": "function", "doc": "

Method to validate the incoming args and throw if something won't work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_mixin_qualifications": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_mixin_qualifications", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.get_mixin_qualifications", "type": "function", "doc": "

Method to provide any required qualifications to make this mixin function

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_failed_qual": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_failed_qual", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.get_failed_qual", "type": "function", "doc": "

Returns the wrapper for a qualification to represent failing an onboarding

\n", "signature": "(qual_name: str) -> str", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.init_onboarding_config": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.init_onboarding_config", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.init_onboarding_config", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_onboarding_data": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.get_onboarding_data", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.get_onboarding_data", "type": "function", "doc": "

If the onboarding task on the frontend requires any specialized data, the blueprint\nshould provide it for the user.

\n\n

As onboarding qualifies a worker for all tasks from this blueprint, this should\ngenerally be static data that can later be evaluated against.

\n", "signature": "(self, worker_id: str) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.validate_onboarding": {"fullname": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired.validate_onboarding", "modulename": "mephisto.abstractions.blueprints.mixins.onboarding_required", "qualname": "OnboardingRequired.validate_onboarding", "type": "function", "doc": "

Check the incoming onboarding data and evaluate if the worker\nhas passed the qualification or not. Return True if the worker\nhas qualified.

\n\n

By default we use the validate_onboarding provided in a run_task,\nand all onboarding tasks should allow run_task to specify additional\nor entirely override what's provided in a blueprint.

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker,\n onboarding_agent: mephisto.data_model.agent.OnboardingAgent\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequiredArgs", "type": "class", "doc": "

ScreenTaskRequiredArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False)

\n"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequiredArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n passed_qualification_name: str = '???',\n max_screening_units: int = '???',\n use_screening_task: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.passed_qualification_name": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.passed_qualification_name", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequiredArgs.passed_qualification_name", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.max_screening_units": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.max_screening_units", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequiredArgs.max_screening_units", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.use_screening_task": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs.use_screening_task", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequiredArgs.use_screening_task", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.blank_generator": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.blank_generator", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "blank_generator", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskSharedState", "type": "class", "doc": "

ScreenTaskSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = )

\n"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskSharedState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired", "type": "class", "doc": "

Compositional class for blueprints that may have a first task to\nqualify workers who have never attempted the task before

\n", "bases": "mephisto.abstractions.blueprint.BlueprintMixin"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.ArgsMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.ArgsMixin", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.ArgsMixin", "type": "class", "doc": "

ScreenTaskRequiredArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False)

\n"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.SharedStateMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.SharedStateMixin", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.SharedStateMixin", "type": "class", "doc": "

ScreenTaskSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = )

\n"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.init_mixin_config": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.init_mixin_config", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.init_mixin_config", "type": "function", "doc": "

Method to initialize any required attributes to make this mixin function

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.init_screening_config": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.init_screening_config", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.init_screening_config", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.assert_mixin_args": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.assert_mixin_args", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.assert_mixin_args", "type": "function", "doc": "

Method to validate the incoming args and throw if something won't work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.worker_needs_screening": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.worker_needs_screening", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.worker_needs_screening", "type": "function", "doc": "

Workers that are able to access the task (not blocked) but are not passed need qualification

\n", "signature": "(self, worker: mephisto.data_model.worker.Worker) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.should_generate_unit": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.should_generate_unit", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.should_generate_unit", "type": "function", "doc": "

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.get_screening_unit_data": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.get_screening_unit_data", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.get_screening_unit_data", "type": "function", "doc": "

\n", "signature": "(self) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.create_validation_function": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.create_validation_function", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.create_validation_function", "type": "function", "doc": "

Takes in a validator function to determine if validation units are\npassable, and returns a on_unit_submitted function to be used\nin the SharedTaskState

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n screen_unit: collections.abc.Callable[mephisto.data_model.unit.Unit, bool]\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.get_mixin_qualifications": {"fullname": "mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired.get_mixin_qualifications", "modulename": "mephisto.abstractions.blueprints.mixins.screen_task_required", "qualname": "ScreenTaskRequired.get_mixin_qualifications", "type": "function", "doc": "

Creates the relevant task qualifications for this task

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs", "type": "class", "doc": "

UseGoldUnitArgs(gold_qualification_base: str = '???', use_golds: bool = False, min_golds: int = 1, max_incorrect_golds: int = 0)

\n"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n gold_qualification_base: str = '???',\n use_golds: bool = False,\n min_golds: int = 1,\n max_incorrect_golds: int = 0\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.gold_qualification_base": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.gold_qualification_base", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs.gold_qualification_base", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.use_golds": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.use_golds", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs.use_golds", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.min_golds": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.min_golds", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs.min_golds", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 1"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.max_incorrect_golds": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnitArgs.max_incorrect_golds", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnitArgs.max_incorrect_golds", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 0"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.get_gold_factory": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.get_gold_factory", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "get_gold_factory", "type": "function", "doc": "

Returns a gold factory that can be used to distribute golds to workers\nUsage of golds only persists within a single TaskRun, so golds may repeat\non future task runs.

\n", "signature": "(\n golds: List[Dict[str, Any]]\n) -> collections.abc.Callable[mephisto.data_model.worker.Worker, typing.Dict[str, typing.Any]]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.worker_needs_gold": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.worker_needs_gold", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "worker_needs_gold", "type": "function", "doc": "

Return a bool of whether or not a worker needs to be shown a gold unit in the current slot.\nGenerally we show a lot of of golds to begin with, (up until min_golds), and then scale down.

\n", "signature": "(\n units_completed: int,\n num_correct: int,\n num_incorrect: int,\n min_golds: int\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.worker_qualifies": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.worker_qualifies", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "worker_qualifies", "type": "function", "doc": "

Return a bool of whether or not a worker is qualified to continue working on these tasks.

\n", "signature": "(\n units_completed: int,\n num_correct: int,\n num_incorrect: int,\n max_incorrect_golds: int\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "GoldUnitSharedState", "type": "class", "doc": "

GoldUnitSharedState(get_gold_for_worker: Callable[[ForwardRef('Worker')], Dict[str, Any]] = , worker_needs_gold: Callable[[int, int, int, int], bool] = , worker_qualifies: Callable[[int, int, int, int], bool] = )

\n"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "GoldUnitSharedState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n get_gold_for_worker: collections.abc.Callable[mephisto.data_model.worker.Worker, typing.Dict[str, typing.Any]] = ,\n worker_needs_gold: Callable[[int, int, int, int], bool] = ,\n worker_qualifies: Callable[[int, int, int, int], bool] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit", "type": "class", "doc": "

Compositional class for blueprints that want to inject gold units\ninto worker queues.

\n\n

TODO(#97) add support for adding gold subunits

\n", "bases": "mephisto.abstractions.blueprint.BlueprintMixin"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.__init__": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.__init__", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.ArgsMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.ArgsMixin", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.ArgsMixin", "type": "class", "doc": "

UseGoldUnitArgs(gold_qualification_base: str = '???', use_golds: bool = False, min_golds: int = 1, max_incorrect_golds: int = 0)

\n"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.SharedStateMixin": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.SharedStateMixin", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.SharedStateMixin", "type": "class", "doc": "

GoldUnitSharedState(get_gold_for_worker: Callable[[ForwardRef('Worker')], Dict[str, Any]] = , worker_needs_gold: Callable[[int, int, int, int], bool] = , worker_qualifies: Callable[[int, int, int, int], bool] = )

\n"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.init_mixin_config": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.init_mixin_config", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.init_mixin_config", "type": "function", "doc": "

Method to initialize any required attributes to make this mixin function

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.init_gold_config": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.init_gold_config", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.init_gold_config", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.mixins.use_gold_unit.GoldUnitSharedState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.assert_mixin_args": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.assert_mixin_args", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.assert_mixin_args", "type": "function", "doc": "

Method to validate the incoming args and throw if something won't work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_current_qual_or_default": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_current_qual_or_default", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.get_current_qual_or_default", "type": "function", "doc": "

Return the qualification of this name for the worker, or the default value

\n", "signature": "(\n worker: mephisto.data_model.worker.Worker,\n qual_name: str,\n default_val: Any = 0\n) -> Any", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_completion_stats_for_worker": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_completion_stats_for_worker", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.get_completion_stats_for_worker", "type": "function", "doc": "

Return the correct and incorrect gold counts, as well as the total count for a worker

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker\n) -> Tuple[int, int, int]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.should_produce_gold_for_worker": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.should_produce_gold_for_worker", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.should_produce_gold_for_worker", "type": "function", "doc": "

Workers that can access the task should be evaluated to do a gold

\n", "signature": "(self, worker: mephisto.data_model.worker.Worker) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.update_qualified_status": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.update_qualified_status", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.update_qualified_status", "type": "function", "doc": "

Workers qualification status may change after failing a unit

\n", "signature": "(self, worker: mephisto.data_model.worker.Worker) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_gold_unit_data_for_worker": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_gold_unit_data_for_worker", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.get_gold_unit_data_for_worker", "type": "function", "doc": "

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.create_validation_function": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.create_validation_function", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.create_validation_function", "type": "function", "doc": "

Takes in a validator function to determine if validation units are\npassable, and returns a on_unit_submitted function to be used\nin the SharedTaskState

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n screen_unit: collections.abc.Callable[mephisto.data_model.unit.Unit, bool]\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_mixin_qualifications": {"fullname": "mephisto.abstractions.blueprints.mixins.use_gold_unit.UseGoldUnit.get_mixin_qualifications", "modulename": "mephisto.abstractions.blueprints.mixins.use_gold_unit", "qualname": "UseGoldUnit.get_mixin_qualifications", "type": "function", "doc": "

Creates the relevant task qualifications for this task

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock": {"fullname": "mephisto.abstractions.blueprints.mock", "modulename": "mephisto.abstractions.blueprints.mock", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mock.mock_agent_state": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState", "type": "class", "doc": "

Mock agent state that is to be used for testing

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.__init__": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.__init__", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.__init__", "type": "function", "doc": "

Mock agent states keep everything in local memory

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.set_init_state": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.set_init_state", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.set_init_state", "type": "function", "doc": "

Set the initial state for this agent

\n", "signature": "(self, data: Any) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.get_init_state": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.get_init_state", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.get_init_state", "type": "function", "doc": "

Return the initial state for this agent,\nNone if no such state exists

\n", "signature": "(self) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.load_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.load_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.load_data", "type": "function", "doc": "

Mock agent states have no data stored

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.get_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.get_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.get_data", "type": "function", "doc": "

Return dict of this agent's state

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.save_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.save_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.save_data", "type": "function", "doc": "

Mock agents don't save data (yet)

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.update_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.update_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.update_data", "type": "function", "doc": "

Put new data into this mock state

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.update_submit": {"fullname": "mephisto.abstractions.blueprints.mock.mock_agent_state.MockAgentState.update_submit", "modulename": "mephisto.abstractions.blueprints.mock.mock_agent_state", "qualname": "MockAgentState.update_submit", "type": "function", "doc": "

Move the submitted data into the live state

\n", "signature": "(self, submitted_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_blueprint": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs", "type": "class", "doc": "

MockBlueprintArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False, onboarding_qualification: str = '???', _blueprint_type: str = 'mock', block_qualification: str = '???', num_assignments: int = '???', use_onboarding: bool = False, timeout_time: int = 0, is_concurrent: bool = True)

\n", "bases": "mephisto.abstractions.blueprint.BlueprintArgs, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n passed_qualification_name: str = '???',\n max_screening_units: int = '???',\n use_screening_task: bool = False,\n onboarding_qualification: str = '???',\n _blueprint_type: str = 'mock',\n block_qualification: str = '???',\n num_assignments: int = '???',\n use_onboarding: bool = False,\n timeout_time: int = 0,\n is_concurrent: bool = True\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.num_assignments": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.num_assignments", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs.num_assignments", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.use_onboarding": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.use_onboarding", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs.use_onboarding", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.timeout_time": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.timeout_time", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs.timeout_time", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 0"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.is_concurrent": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprintArgs.is_concurrent", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprintArgs.is_concurrent", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = True"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockSharedState", "type": "class", "doc": "

MockSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = )

\n", "bases": "mephisto.abstractions.blueprint.SharedTaskState, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState.__init__": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState.__init__", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockSharedState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = ,\n onboarding_data: Dict[str, Any] = ,\n validate_onboarding: Callable[[Any], bool] = ,\n task_config: Dict[str, Any] = ,\n qualifications: List[Any] = ,\n worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = ,\n on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint", "type": "class", "doc": "

Mock of a task type, for use in testing

\n", "bases": "mephisto.abstractions.blueprint.Blueprint, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequired"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.mock.mock_blueprint.MockSharedState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.AgentStateClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.AgentStateClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.AgentStateClass", "type": "class", "doc": "

Mock agent state that is to be used for testing

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.OnboardingAgentStateClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.OnboardingAgentStateClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.OnboardingAgentStateClass", "type": "class", "doc": "

Mock agent state that is to be used for testing

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.TaskBuilderClass", "type": "class", "doc": "

Builder for a mock task, for use in testing

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.TaskRunnerClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.TaskRunnerClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.TaskRunnerClass", "type": "class", "doc": "

Mock of a task runner, for use in testing

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.ArgsClass", "type": "class", "doc": "

MockBlueprintArgs(passed_qualification_name: str = '???', max_screening_units: int = '???', use_screening_task: bool = False, onboarding_qualification: str = '???', _blueprint_type: str = 'mock', block_qualification: str = '???', num_assignments: int = '???', use_onboarding: bool = False, timeout_time: int = 0, is_concurrent: bool = True)

\n", "bases": "mephisto.abstractions.blueprint.BlueprintArgs, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskRequiredArgs"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.SharedStateClass": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.SharedStateClass", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.SharedStateClass", "type": "class", "doc": "

MockSharedState(screening_data_factory: Tuple[bool, Generator[Dict[str, Any], NoneType, NoneType]] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = )

\n", "bases": "mephisto.abstractions.blueprint.SharedTaskState, mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprints.mixins.screen_task_required.ScreenTaskSharedState"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.BLUEPRINT_TYPE": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.BLUEPRINT_TYPE", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.BLUEPRINT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'mock'"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.ArgsMixin": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.ArgsMixin", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.ArgsMixin", "type": "class", "doc": "

OnboardingRequiredArgs(onboarding_qualification: str = '???')

\n"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.SharedStateMixin": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.SharedStateMixin", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.SharedStateMixin", "type": "class", "doc": "

OnboardingSharedState(onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = )

\n"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.get_initialization_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.get_initialization_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.get_initialization_data", "type": "function", "doc": "

Return the number of empty assignments specified in --num-assignments

\n", "signature": "(self) -> Iterable[mephisto.data_model.assignment.InitializationData]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.validate_onboarding": {"fullname": "mephisto.abstractions.blueprints.mock.mock_blueprint.MockBlueprint.validate_onboarding", "modulename": "mephisto.abstractions.blueprints.mock.mock_blueprint", "qualname": "MockBlueprint.validate_onboarding", "type": "function", "doc": "

Onboarding validation for MockBlueprints just returns the 'should_pass' field

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker,\n onboarding_agent: mephisto.data_model.agent.OnboardingAgent\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_builder": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_builder", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_builder", "qualname": "MockTaskBuilder", "type": "class", "doc": "

Builder for a mock task, for use in testing

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.BUILT_FILE": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.BUILT_FILE", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_builder", "qualname": "MockTaskBuilder.BUILT_FILE", "type": "variable", "doc": "

\n", "default_value": " = 'done.built'"}, "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.BUILT_MESSAGE": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.BUILT_MESSAGE", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_builder", "qualname": "MockTaskBuilder.BUILT_MESSAGE", "type": "variable", "doc": "

\n", "default_value": " = 'built!'"}, "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.build_in_dir": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_builder.MockTaskBuilder.build_in_dir", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_builder", "qualname": "MockTaskBuilder.build_in_dir", "type": "function", "doc": "

Mock tasks don't really build anything (yet)

\n", "signature": "(self, build_dir: str)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner", "type": "class", "doc": "

Mock of a task runner, for use in testing

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.__init__": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.__init__", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.__init__", "type": "function", "doc": "

Get the correct TaskRunner for this task run

\n", "signature": "(\n cls,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_mock_assignment_data": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_mock_assignment_data", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.get_mock_assignment_data", "type": "function", "doc": "

\n", "signature": "() -> mephisto.data_model.assignment.InitializationData", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_data_for_assignment": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_data_for_assignment", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.get_data_for_assignment", "type": "function", "doc": "

Mock tasks have no data unless given during testing

\n", "signature": "(\n assignment: mephisto.data_model.assignment.Assignment\n) -> mephisto.data_model.assignment.InitializationData", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_init_data_for_agent": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.get_init_data_for_agent", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.get_init_data_for_agent", "type": "function", "doc": "

Return the data for an agent already assigned to a particular unit

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_onboarding": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_onboarding", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.run_onboarding", "type": "function", "doc": "

Mock runners simply wait for an act to come in with whether\nor not onboarding is complete

\n", "signature": "(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_unit": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_unit", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.run_unit", "type": "function", "doc": "

Mock runners will pass the agents for the given assignment\nall of the required messages to finish a task.

\n", "signature": "(\n self,\n unit: mephisto.data_model.unit.Unit,\n agent: mephisto.data_model.agent.Agent\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_assignment": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.run_assignment", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.run_assignment", "type": "function", "doc": "

Mock runners will pass the agents for the given assignment\nall of the required messages to finish a task.

\n", "signature": "(\n self,\n assignment: mephisto.data_model.assignment.Assignment,\n agents: list[mephisto.data_model.agent.Agent]\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_assignment": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_assignment", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.cleanup_assignment", "type": "function", "doc": "

No cleanup required yet for ending mock runs

\n", "signature": "(self, assignment: mephisto.data_model.assignment.Assignment)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_unit": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_unit", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.cleanup_unit", "type": "function", "doc": "

No cleanup required yet for ending mock runs

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit)", "funcdef": "def"}, "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_onboarding": {"fullname": "mephisto.abstractions.blueprints.mock.mock_task_runner.MockTaskRunner.cleanup_onboarding", "modulename": "mephisto.abstractions.blueprints.mock.mock_task_runner", "qualname": "MockTaskRunner.cleanup_onboarding", "type": "function", "doc": "

No cleanup required yet for ending onboarding in mocks

\n", "signature": "(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat": {"fullname": "mephisto.abstractions.blueprints.parlai_chat", "modulename": "mephisto.abstractions.blueprints.parlai_chat", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState", "type": "class", "doc": "

Holds information about ParlAI-style chat. Data is stored in json files\ncontaining every act from the ParlAI world.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.__init__", "type": "function", "doc": "

Create an AgentState to track the state of an agent's work on a Unit

\n\n

Initialize with an existing file if it exists.

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.set_init_state": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.set_init_state", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.set_init_state", "type": "function", "doc": "

Set the initial state for this agent

\n", "signature": "(self, data: Any) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_init_state": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_init_state", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.get_init_state", "type": "function", "doc": "

Return the initial state for this agent,\nNone if no such state exists

\n", "signature": "(self) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.load_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.load_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.load_data", "type": "function", "doc": "

Load stored data from a file to this object

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.get_data", "type": "function", "doc": "

Return dict with the messages of this agent

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_parsed_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_parsed_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.get_parsed_data", "type": "function", "doc": "

Return properly parsed data from this task

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_task_start": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_task_start", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.get_task_start", "type": "function", "doc": "

Return the start time for this task, the timestamp of the very first message.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_task_end": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.get_task_end", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.get_task_end", "type": "function", "doc": "

Return the end time for this task, the timestamp of the very final message.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.save_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.save_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.save_data", "type": "function", "doc": "

Save all messages from this agent to

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.update_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.update_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.update_data", "type": "function", "doc": "

Append the incoming packet as well as its arrival time

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.update_submit": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state.ParlAIChatAgentState.update_submit", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_agent_state", "qualname": "ParlAIChatAgentState.update_submit", "type": "function", "doc": "

Append any final submission to this state

\n", "signature": "(self, submitted_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "SharedParlAITaskState", "type": "class", "doc": "

SharedParlAITaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , frontend_task_opts: Dict[str, Any] = , world_opt: Dict[str, Any] = , onboarding_world_opt: Dict[str, Any] = , world_module: Union[Any, NoneType] = None)

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "SharedParlAITaskState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_config: Dict[str, Any] = ,\n qualifications: List[Any] = ,\n worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = ,\n on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = ,\n onboarding_data: Dict[str, Any] = ,\n validate_onboarding: Callable[[Any], bool] = ,\n frontend_task_opts: Dict[str, Any] = ,\n world_opt: Dict[str, Any] = ,\n onboarding_world_opt: Dict[str, Any] = ,\n world_module: Union[Any, NoneType] = None\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState.world_module": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState.world_module", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "SharedParlAITaskState.world_module", "type": "variable", "doc": "

\n", "annotation": ": Union[Any, NoneType]", "default_value": " = None"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs", "type": "class", "doc": "

ParlAIChatBlueprintArgs(_blueprint_type: str = 'parlai_chat', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'ParlAIChatBlueprint', world_file: str = '???', preview_source: str = '???', task_description_file: str = '???', custom_source_bundle: str = '???', custom_source_dir: str = '???', extra_source_dir: str = '???', context_csv: str = '???', context_jsonl: str = '???', num_conversations: int = '???')

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _blueprint_type: str = 'parlai_chat',\n block_qualification: str = '???',\n onboarding_qualification: str = '???',\n _group: str = 'ParlAIChatBlueprint',\n world_file: str = '???',\n preview_source: str = '???',\n task_description_file: str = '???',\n custom_source_bundle: str = '???',\n custom_source_dir: str = '???',\n extra_source_dir: str = '???',\n context_csv: str = '???',\n context_jsonl: str = '???',\n num_conversations: int = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.world_file": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.world_file", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.world_file", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.preview_source": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.preview_source", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.preview_source", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.task_description_file": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.task_description_file", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.task_description_file", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.custom_source_bundle": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.custom_source_bundle", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.custom_source_bundle", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.custom_source_dir": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.custom_source_dir", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.custom_source_dir", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.extra_source_dir": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.extra_source_dir", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.extra_source_dir", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.context_csv": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.context_csv", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.context_csv", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.context_jsonl": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.context_jsonl", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.context_jsonl", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.num_conversations": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprintArgs.num_conversations", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprintArgs.num_conversations", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint", "type": "class", "doc": "

Blueprint for a task that runs a parlai chat

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.SharedParlAITaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.AgentStateClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.AgentStateClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.AgentStateClass", "type": "class", "doc": "

Holds information about ParlAI-style chat. Data is stored in json files\ncontaining every act from the ParlAI world.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.OnboardingAgentStateClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.OnboardingAgentStateClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.OnboardingAgentStateClass", "type": "class", "doc": "

Holds information about ParlAI-style chat. Data is stored in json files\ncontaining every act from the ParlAI world.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.TaskBuilderClass", "type": "class", "doc": "

Builder for a parlai chat task, pulls the appropriate html,\nbuilds the frontend (if a build doesn't already exist),\nthen puts the file into the server directory

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.TaskRunnerClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.TaskRunnerClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.TaskRunnerClass", "type": "class", "doc": "

Task runner for a parlai chat task

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.ArgsClass", "type": "class", "doc": "

ParlAIChatBlueprintArgs(_blueprint_type: str = 'parlai_chat', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'ParlAIChatBlueprint', world_file: str = '???', preview_source: str = '???', task_description_file: str = '???', custom_source_bundle: str = '???', custom_source_dir: str = '???', extra_source_dir: str = '???', context_csv: str = '???', context_jsonl: str = '???', num_conversations: int = '???')

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.SharedStateClass": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.SharedStateClass", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.SharedStateClass", "type": "class", "doc": "

SharedParlAITaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , frontend_task_opts: Dict[str, Any] = , world_opt: Dict[str, Any] = , onboarding_world_opt: Dict[str, Any] = , world_module: Union[Any, NoneType] = None)

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.BLUEPRINT_TYPE": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.BLUEPRINT_TYPE", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.BLUEPRINT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'parlai_chat'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.assert_task_args", "type": "function", "doc": "

Ensure that arguments are properly configured to launch this task

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.get_frontend_args": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.get_frontend_args", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.get_frontend_args", "type": "function", "doc": "

Specifies what options within a task_config should be fowarded\nto the client for use by the task's frontend

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.get_initialization_data": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.get_initialization_data", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.get_initialization_data", "type": "function", "doc": "

Return the InitializationData retrieved from the specified stream

\n", "signature": "(\n self\n) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.validate_onboarding": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint.ParlAIChatBlueprint.validate_onboarding", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint", "qualname": "ParlAIChatBlueprint.validate_onboarding", "type": "function", "doc": "

Check the incoming onboarding data and evaluate if the worker\nhas passed the qualification or not. Return True if the worker\nhas qualified.

\n\n

By default we use the validate_onboarding provided in a run_task,\nand all onboarding tasks should allow run_task to specify additional\nor entirely override what's provided in a blueprint.

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker,\n onboarding_agent: mephisto.data_model.agent.OnboardingAgent\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder", "type": "class", "doc": "

Builder for a parlai chat task, pulls the appropriate html,\nbuilds the frontend (if a build doesn't already exist),\nthen puts the file into the server directory

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.BUILT_FILE": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.BUILT_FILE", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder.BUILT_FILE", "type": "variable", "doc": "

\n", "default_value": " = 'done.built'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.BUILT_MESSAGE": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.BUILT_MESSAGE", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder.BUILT_MESSAGE", "type": "variable", "doc": "

\n", "default_value": " = 'built!'"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.rebuild_core": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.rebuild_core", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder.rebuild_core", "type": "function", "doc": "

Rebuild the frontend for this task

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.build_custom_bundle": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.build_custom_bundle", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder.build_custom_bundle", "type": "function", "doc": "

Locate all of the custom files used for a custom build, create\na prebuild directory containing all of them, then build the\ncustom source.

\n\n

Check dates to only go through this build process when files have changes

\n", "signature": "(self, custom_src_dir)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.build_in_dir": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder.ParlAIChatTaskBuilder.build_in_dir", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_builder", "qualname": "ParlAIChatTaskBuilder.build_in_dir", "type": "function", "doc": "

Build the frontend if it doesn't exist, then copy into the server directory

\n", "signature": "(self, build_dir: str)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper", "type": "class", "doc": "

Class that wraps a mephisto agent to be used as an\nagent in ParlAI worlds

\n", "bases": "parlai.core.agents.Agent"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n agent: Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent]\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.id": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.id", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper.id", "type": "variable", "doc": "

Alias for agent_id

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.agent_id": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.agent_id", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper.agent_id", "type": "variable", "doc": "

Agent IDs in ParlAI are used to identify the speaker,\nand often are a label like \"teacher\"

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.act": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.act", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper.act", "type": "function", "doc": "

ParlAI Agents send an act dict, we must convert this

\n", "signature": "(self, timeout=None)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.observe": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.MephistoAgentWrapper.observe", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "MephistoAgentWrapper.observe", "type": "function", "doc": "

We can simply add a message id if not already provided to these

\n", "signature": "(self, act)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner", "type": "class", "doc": "

Task runner for a parlai chat task

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.__init__", "type": "function", "doc": "

Get the correct TaskRunner for this task run

\n", "signature": "(\n cls,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.get_init_data_for_agent": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.get_init_data_for_agent", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.get_init_data_for_agent", "type": "function", "doc": "

Return the data for an agent already assigned to a particular unit

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.get_world_id": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.get_world_id", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.get_world_id", "type": "function", "doc": "

Get a world id specific to the given world type

\n", "signature": "(self, world_type: str, extra_id: str) -> str", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_onboarding": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_onboarding", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.run_onboarding", "type": "function", "doc": "

ParlAI Onboarding will initialize an onboarding\nworld, then run it to completion if possible

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_onboarding": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_onboarding", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.cleanup_onboarding", "type": "function", "doc": "

Shutdown the world

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_assignment": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_assignment", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.run_assignment", "type": "function", "doc": "

ParlAI runners will initialize a task world, then run them to completion\nif possible

\n", "signature": "(\n self,\n assignment: mephisto.data_model.assignment.Assignment,\n agents: list[mephisto.data_model.agent.Agent]\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_assignment": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_assignment", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.cleanup_assignment", "type": "function", "doc": "

Handle cleanup for a specific assignment

\n", "signature": "(self, assignment: mephisto.data_model.assignment.Assignment) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_unit": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.run_unit", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.run_unit", "type": "function", "doc": "

ParlAI runners will initialize a task world, then run them to completion\nif possible

\n", "signature": "(\n self,\n unit: mephisto.data_model.unit.Unit,\n agent: mephisto.data_model.agent.Agent\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_unit": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner.ParlAIChatTaskRunner.cleanup_unit", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_chat_task_runner", "qualname": "ParlAIChatTaskRunner.cleanup_unit", "type": "function", "doc": "

Handle cleanup for a specific unit

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.ParlAIAgent": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.ParlAIAgent", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "qualname": "ParlAIAgent", "type": "class", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.ParlAIAgent.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.ParlAIAgent.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "qualname": "ParlAIAgent.__init__", "type": "function", "doc": "

\n", "signature": "(self, *args, **kwargs)", "funcdef": "def"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.Message": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.Message", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "qualname": "Message", "type": "class", "doc": "

\n"}, "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.Message.__init__": {"fullname": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed.Message.__init__", "modulename": "mephisto.abstractions.blueprints.parlai_chat.parlai_not_installed", "qualname": "Message.__init__", "type": "function", "doc": "

\n", "signature": "(self, *args, **kwargs)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure": {"fullname": "mephisto.abstractions.blueprints.remote_procedure", "modulename": "mephisto.abstractions.blueprints.remote_procedure", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteRequest", "type": "class", "doc": "

RemoteRequest(uuid: str, target: str, args_json: Union[str, NoneType], response_json: Union[str, NoneType], timestamp: float)

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteRequest.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n uuid: str,\n target: str,\n args_json: Union[str, NoneType],\n response_json: Union[str, NoneType],\n timestamp: float\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest.to_dict": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteRequest.to_dict", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteRequest.to_dict", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState", "type": "class", "doc": "

Holds information about tasks with live interactions in a remote query model.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.__init__", "type": "function", "doc": "

Create an agent state that keeps track of incoming actions from the frontend client\nInitialize with an existing file if it exists.

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.set_init_state": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.set_init_state", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.set_init_state", "type": "function", "doc": "

Set the initial state for this agent

\n", "signature": "(self, data: Any) -> bool", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_init_state": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_init_state", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.get_init_state", "type": "function", "doc": "

Return the initial state for this agent,\nNone if no such state exists

\n", "signature": "(self) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.load_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.load_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.load_data", "type": "function", "doc": "

Load stored data from a file to this object

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.get_data", "type": "function", "doc": "

Return dict with the messages of this agent

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_parsed_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_parsed_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.get_parsed_data", "type": "function", "doc": "

Return the formatted content

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_task_start": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_task_start", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.get_task_start", "type": "function", "doc": "

Return the start time for this task

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_task_end": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.get_task_end", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.get_task_end", "type": "function", "doc": "

Return the end time for this task

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.save_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.save_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.save_data", "type": "function", "doc": "

Save all messages from this agent to

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.update_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.update_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.update_data", "type": "function", "doc": "

Append the incoming packet as well as who it came from

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.update_submit": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState.update_submit", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state", "qualname": "RemoteProcedureAgentState.update_submit", "type": "function", "doc": "

Append any final submission to this state

\n", "signature": "(self, submitted_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "SharedRemoteProcedureTaskState", "type": "class", "doc": "

SharedRemoteProcedureTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , function_registry: Union[Mapping[str, Callable[[str, Dict[str, Any], ForwardRef('RemoteProcedureAgentState')], Union[Dict[str, Any], NoneType]]], NoneType] = None, static_task_data: Iterable[Any] = )

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "SharedRemoteProcedureTaskState.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_config: Dict[str, Any] = ,\n qualifications: List[Any] = ,\n worker_can_do_unit: collections.abc.Callable[mephisto.data_model.worker.Worker, mephisto.data_model.unit.Unit, bool] = ,\n on_unit_submitted: collections.abc.Callable[mephisto.data_model.unit.Unit, NoneType] = ,\n onboarding_data: Dict[str, Any] = ,\n validate_onboarding: Callable[[Any], bool] = ,\n function_registry: Union[collections.abc.Mapping[str, collections.abc.Callable[str, Dict[str, Any], mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState, Union[Dict[str, Any], NoneType]]], NoneType] = None,\n static_task_data: Iterable[Any] = \n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState.function_registry": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState.function_registry", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "SharedRemoteProcedureTaskState.function_registry", "type": "variable", "doc": "

\n", "annotation": ": Union[collections.abc.Mapping[str, collections.abc.Callable[str, Dict[str, Any], mephisto.abstractions.blueprints.remote_procedure.remote_procedure_agent_state.RemoteProcedureAgentState, Union[Dict[str, Any], NoneType]]], NoneType]", "default_value": " = None"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprintArgs", "type": "class", "doc": "

RemoteProcedureBlueprintArgs(_blueprint_type: str = 'remote_procedure', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'RemoteProcedureBlueprintArgs', task_source: str = '???', link_task_source: bool = False, units_per_assignment: int = 1)

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _blueprint_type: str = 'remote_procedure',\n block_qualification: str = '???',\n onboarding_qualification: str = '???',\n _group: str = 'RemoteProcedureBlueprintArgs',\n task_source: str = '???',\n link_task_source: bool = False,\n units_per_assignment: int = 1\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.task_source": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.task_source", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprintArgs.task_source", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.link_task_source": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.link_task_source", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprintArgs.link_task_source", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.units_per_assignment": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprintArgs.units_per_assignment", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprintArgs.units_per_assignment", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 1"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint", "type": "class", "doc": "

Blueprint for a task that runs a parlai chat

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequired, mephisto.abstractions.blueprint.Blueprint"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.SharedRemoteProcedureTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.AgentStateClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.AgentStateClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.AgentStateClass", "type": "class", "doc": "

Holds information about tasks with live interactions in a remote query model.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.OnboardingAgentStateClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.OnboardingAgentStateClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.OnboardingAgentStateClass", "type": "class", "doc": "

Holds information about tasks with live interactions in a remote query model.

\n", "bases": "mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.TaskBuilderClass", "type": "class", "doc": "

Builder for a \"static task\" that has access to remote queries.\nAt the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks\nin the same way.

\n", "bases": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.TaskRunnerClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.TaskRunnerClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.TaskRunnerClass", "type": "class", "doc": "

Task runner for a task with live remote queries on the local machine

\n\n

TODO this is pretty gross, and would be better as a series of worker

\n\n

threads that handle commands, as the functions all have direct access

\n\n

to the full worker state.

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.ArgsClass", "type": "class", "doc": "

RemoteProcedureBlueprintArgs(_blueprint_type: str = 'remote_procedure', block_qualification: str = '???', onboarding_qualification: str = '???', _group: str = 'RemoteProcedureBlueprintArgs', task_source: str = '???', link_task_source: bool = False, units_per_assignment: int = 1)

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingRequiredArgs, mephisto.abstractions.blueprint.BlueprintArgs"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.SharedStateClass": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.SharedStateClass", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.SharedStateClass", "type": "class", "doc": "

SharedRemoteProcedureTaskState(task_config: Dict[str, Any] = , qualifications: List[Any] = , worker_can_do_unit: Callable[[ForwardRef('Worker'), ForwardRef('Unit')], bool] = , on_unit_submitted: Callable[[ForwardRef('Unit')], NoneType] = , onboarding_data: Dict[str, Any] = , validate_onboarding: Callable[[Any], bool] = , function_registry: Union[Mapping[str, Callable[[str, Dict[str, Any], ForwardRef('RemoteProcedureAgentState')], Union[Dict[str, Any], NoneType]]], NoneType] = None, static_task_data: Iterable[Any] = )

\n", "bases": "mephisto.abstractions.blueprints.mixins.onboarding_required.OnboardingSharedState, mephisto.abstractions.blueprint.SharedTaskState"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.BLUEPRINT_TYPE": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.BLUEPRINT_TYPE", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.BLUEPRINT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'remote_procedure'"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.assert_task_args", "type": "function", "doc": "

Ensure that arguments are properly configured to launch this task

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.get_initialization_data": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint.RemoteProcedureBlueprint.get_initialization_data", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint", "qualname": "RemoteProcedureBlueprint.get_initialization_data", "type": "function", "doc": "

Return the InitializationData retrieved from the specified stream

\n", "signature": "(\n self\n) -> collections.abc.Iterable[mephisto.data_model.assignment.InitializationData]", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder.RemoteProcedureTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder.RemoteProcedureTaskBuilder", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_builder", "qualname": "RemoteProcedureTaskBuilder", "type": "class", "doc": "

Builder for a \"static task\" that has access to remote queries.\nAt the moment, simply a StaticReactTaskBuilder, as we will be using static react tasks\nin the same way.

\n", "bases": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner", "type": "class", "doc": "

Task runner for a task with live remote queries on the local machine

\n\n

TODO this is pretty gross, and would be better as a series of worker

\n\n

threads that handle commands, as the functions all have direct access

\n\n

to the full worker state.

\n", "bases": "mephisto.abstractions._subcomponents.task_runner.TaskRunner"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.__init__": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.__init__", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.__init__", "type": "function", "doc": "

Get the correct TaskRunner for this task run

\n", "signature": "(\n cls,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.get_init_data_for_agent": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.get_init_data_for_agent", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.get_init_data_for_agent", "type": "function", "doc": "

Return the data for an agent already assigned to a particular unit

\n", "signature": "(self, agent: mephisto.data_model.agent.Agent) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.run_onboarding": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.run_onboarding", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.run_onboarding", "type": "function", "doc": "

Running onboarding with access to remote queries

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.cleanup_onboarding": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.cleanup_onboarding", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.cleanup_onboarding", "type": "function", "doc": "

Shutdown onboarding resources

\n", "signature": "(self, agent: mephisto.data_model.agent.OnboardingAgent) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.run_unit": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.run_unit", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.run_unit", "type": "function", "doc": "

Running a task with access to remote queries

\n", "signature": "(\n self,\n unit: mephisto.data_model.unit.Unit,\n agent: mephisto.data_model.agent.Agent\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.cleanup_unit": {"fullname": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner.RemoteProcedureTaskRunner.cleanup_unit", "modulename": "mephisto.abstractions.blueprints.remote_procedure.remote_procedure_task_runner", "qualname": "RemoteProcedureTaskRunner.cleanup_unit", "type": "function", "doc": "

Handle cleanup for a specific unit

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_html_task": {"fullname": "mephisto.abstractions.blueprints.static_html_task", "modulename": "mephisto.abstractions.blueprints.static_html_task", "type": "module", "doc": "

StaticHTMLBlueprint

\n\n

Overview

\n\n

The StaticHTMLBlueprint exists to create a simple transition stand-in to allow users of other platforms (which generally push for customization with HTML) to begin using Mephisto with minimal changes. This generally exists in the form of specifying a templated HTML file and providing assignment data that fills the templates.

\n\n

There are no plans to extend the StaticHTMLBlueprint, or provide other HTML support, as we believe this to be more an onboarding ramp rather than a fully fleshed out feature. The React-based codebase contains better features and cleaner, reusable modules, and as such our focus is on tasks in that area.

\n\n

Usage

\n\n

An example usage case is available here. General usage for this Blueprint type can be summed up as copying that directory structure, providing your own templated HTML in the server_files, and then providng the data.csv or other data to post those templates to workers. More in-depth descriptions can be seen there.

\n\n

Implementation Details

\n\n

At a high level, this is a deeper implementation of the abstract StaticArchitect, which contains all of the logic for deploying arbitrary tasks where the worker is given some content, and we ask for one response, as a complete Unit. This module adds the logic to ensure that the frontend where the worker is given content is able to render arbitrary HTML.

\n\n

app.jsx

\n\n

The app.jsx file contains most of the logic to ensure we can render HTML, including being able to attach and execute the arbitrary scripts that are included or linked in the given HTML file. It creates a react application using the mephisto-task package, and creates an empty form with a submit button. It then populates the inner form using two primary methods:

\n\n
    \n
  • handleUpdatingRemainingScripts: This method walks through the list of scripts that are given in the attached HTML, either loading the external script and putting it into the head, or directly evaluating the content of local scripts. As the page has already loaded by the time we are loading in the remaining scripts, this all must be injected in an asynchronous manner. _Ultimately_ this isn't incredibly safe if you don't trust the attached scripts.
    • \n
  • interpolateHtml: This method injects the values for the specific task into their template variable slots. These template variables are specified in the InitializationData for an assignment, and populate fields as noted in the Template Variables section below.
    • \n
\n\n

Upon submit, the data in the form (as marked by the name fields of any inputs) will be sent to the backend and stored in the agent_data.json file.

\n\n

Template Variables

\n\n

You can provide template variables when running your task, generally in the form of template variables that are given names. When you specify these (either via .csv or directly providing a parsed array of dicts for this data), any named variable my_special_variable will be filled into the frontend in all locations containing ${my_special_variable}.

\n\n

Mephisto-specific Template Variables

\n\n

As of now, we also make available the following variables to the HTML via templating:

\n\n
    \n
  • ${mephisto_agent_id}: The agent ID that Mephisto has associated with the current worker and task.
    • \n
  • ${provider_worker_id}: The worker id that the provider uses locally to identify the worker.
    • \n
\n\n

StaticHTMLBlueprint

\n\n

The Blueprint here extends on the abstract StaticBlueprint, adding HTML-specific requirements to outline the task that ends up visualized. The added arguments are as follows:

\n\n
    \n
  • task_source: The path to the (templated) HTML that should be displayed for the task.
    • \n
  • preview_source: The path to the HTML that should be displayed while previewing a task.
    • \n
  • onboarding_source: The path to the HTML that should be displayed during onboarding.
    • \n
\n\n

Providing an onboarding_source requires also providing an onboarding_qualification in order to trigger onboarding for your task. You should also specify a validate_onboarding in your SharedTaskState to ensure that the onboarding is completed properly.

\n\n

StaticHTMLTaskBuilder

\n\n

This TaskBuilder class primarily seeks to copy the source files as linked in the StaticHTMLBlueprint and include them in what gets deployed on the server. As these are primarily static files, the builder is fairly straightforward. Regardless of the files that are provided, the onboarding html ends up at onboarding.html on the server and the preview html ends up on the server at preview.html. The task html retains its name, as this is specified as the html arg parsed on the frontend.

\n"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprintArgs", "type": "class", "doc": "

Adds required options for StaticBlueprints.\ntask_source points to the file intending to be deployed for this task\ndata_csv has the data to be deployed for this task.

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _blueprint_type: str = 'static_task',\n block_qualification: str = '???',\n onboarding_qualification: str = '???',\n _group: str = 'StaticBlueprint',\n units_per_assignment: int = 1,\n extra_source_dir: str = '???',\n data_json: str = '???',\n data_jsonl: str = '???',\n data_csv: str = '???',\n task_source: str = '???',\n preview_source: Union[str, NoneType] = '???',\n onboarding_source: Union[str, NoneType] = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.task_source": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.task_source", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprintArgs.task_source", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.preview_source": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.preview_source", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprintArgs.preview_source", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.onboarding_source": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprintArgs.onboarding_source", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprintArgs.onboarding_source", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint", "type": "class", "doc": "

Blueprint for a task that runs off of a built react javascript bundle

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint.TaskBuilderClass", "type": "class", "doc": "

Builder for a static task, pulls the appropriate html,\nbuilds the frontend (if a build doesn't already exist),\nthen puts the file into the server directory

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint.ArgsClass", "type": "class", "doc": "

Adds required options for StaticBlueprints.\ntask_source points to the file intending to be deployed for this task\ndata_csv has the data to be deployed for this task.

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.BLUEPRINT_TYPE": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.BLUEPRINT_TYPE", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint.BLUEPRINT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'static_task'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint.StaticHTMLBlueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_blueprint", "qualname": "StaticHTMLBlueprint.assert_task_args", "type": "function", "doc": "

Ensure that the data can be properly loaded

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "qualname": "StaticHTMLTaskBuilder", "type": "class", "doc": "

Builder for a static task, pulls the appropriate html,\nbuilds the frontend (if a build doesn't already exist),\nthen puts the file into the server directory

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.BUILT_FILE": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.BUILT_FILE", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "qualname": "StaticHTMLTaskBuilder.BUILT_FILE", "type": "variable", "doc": "

\n", "default_value": " = 'done.built'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.BUILT_MESSAGE": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.BUILT_MESSAGE", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "qualname": "StaticHTMLTaskBuilder.BUILT_MESSAGE", "type": "variable", "doc": "

\n", "default_value": " = 'built!'"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.rebuild_core": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.rebuild_core", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "qualname": "StaticHTMLTaskBuilder.rebuild_core", "type": "function", "doc": "

Rebuild the frontend for this task

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.build_in_dir": {"fullname": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder.StaticHTMLTaskBuilder.build_in_dir", "modulename": "mephisto.abstractions.blueprints.static_html_task.static_html_task_builder", "qualname": "StaticHTMLTaskBuilder.build_in_dir", "type": "function", "doc": "

Build the frontend if it doesn't exist, then copy into the server directory

\n", "signature": "(self, build_dir: str)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_react_task": {"fullname": "mephisto.abstractions.blueprints.static_react_task", "modulename": "mephisto.abstractions.blueprints.static_react_task", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprintArgs", "type": "class", "doc": "

StaticReactBlueprint: Tasks launched from static blueprints need\na prebuilt javascript bundle containing the task. We suggest building\nwith our provided useMephistoTask hook.

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.__init__": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.__init__", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprintArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _blueprint_type: str = 'static_react_task',\n block_qualification: str = '???',\n onboarding_qualification: str = '???',\n _group: str = 'StaticReactBlueprint',\n units_per_assignment: int = 1,\n extra_source_dir: str = '???',\n data_json: str = '???',\n data_jsonl: str = '???',\n data_csv: str = '???',\n task_source: str = '???',\n link_task_source: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.task_source": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.task_source", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprintArgs.task_source", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.link_task_source": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprintArgs.link_task_source", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprintArgs.link_task_source", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint", "type": "class", "doc": "

Blueprint for a task that runs off of a built react javascript bundle

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprint"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.__init__": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.__init__", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.TaskBuilderClass": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.TaskBuilderClass", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint.TaskBuilderClass", "type": "class", "doc": "

Builder for a static task, puts required files into\nthe server directory for deployment.

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.ArgsClass": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.ArgsClass", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint.ArgsClass", "type": "class", "doc": "

StaticReactBlueprint: Tasks launched from static blueprints need\na prebuilt javascript bundle containing the task. We suggest building\nwith our provided useMephistoTask hook.

\n", "bases": "mephisto.abstractions.blueprints.abstract.static_task.static_blueprint.StaticBlueprintArgs"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.BLUEPRINT_TYPE": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.BLUEPRINT_TYPE", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint.BLUEPRINT_TYPE", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'static_react_task'"}, "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.assert_task_args": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint.StaticReactBlueprint.assert_task_args", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_blueprint", "qualname": "StaticReactBlueprint.assert_task_args", "type": "function", "doc": "

Ensure that static requirements are fulfilled, and source file exists

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n) -> None", "funcdef": "def"}, "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "type": "module", "doc": "

\n"}, "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "qualname": "StaticReactTaskBuilder", "type": "class", "doc": "

Builder for a static task, puts required files into\nthe server directory for deployment.

\n", "bases": "mephisto.abstractions._subcomponents.task_builder.TaskBuilder"}, "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.BUILT_FILE": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.BUILT_FILE", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "qualname": "StaticReactTaskBuilder.BUILT_FILE", "type": "variable", "doc": "

\n", "default_value": " = 'done.built'"}, "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.BUILT_MESSAGE": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.BUILT_MESSAGE", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "qualname": "StaticReactTaskBuilder.BUILT_MESSAGE", "type": "variable", "doc": "

\n", "default_value": " = 'built!'"}, "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.build_in_dir": {"fullname": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder.StaticReactTaskBuilder.build_in_dir", "modulename": "mephisto.abstractions.blueprints.static_react_task.static_react_task_builder", "qualname": "StaticReactTaskBuilder.build_in_dir", "type": "function", "doc": "

Build the frontend if it doesn't exist, then copy into the server directory

\n", "signature": "(self, build_dir: str)", "funcdef": "def"}, "mephisto.abstractions.crowd_provider": {"fullname": "mephisto.abstractions.crowd_provider", "modulename": "mephisto.abstractions.crowd_provider", "type": "module", "doc": "

\n"}, "mephisto.abstractions.crowd_provider.ProviderArgs": {"fullname": "mephisto.abstractions.crowd_provider.ProviderArgs", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "ProviderArgs", "type": "class", "doc": "

Base class for arguments to configure Crowd Providers

\n"}, "mephisto.abstractions.crowd_provider.ProviderArgs.__init__": {"fullname": "mephisto.abstractions.crowd_provider.ProviderArgs.__init__", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "ProviderArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, _provider_type: str = '???', requester_name: str = '???')", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.ProviderArgs.requester_name": {"fullname": "mephisto.abstractions.crowd_provider.ProviderArgs.requester_name", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "ProviderArgs.requester_name", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.crowd_provider.CrowdProvider": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider", "type": "class", "doc": "

Base class that defines the required functionality for\nthe mephisto system to be able to interface with an\nexternal crowdsourcing vendor.

\n\n

Implementing the methods within, as well as supplying\nwrapped Unit, Requester, Worker, and Agent classes\nshould ensure support for a vendor.

\n", "bases": "abc.ABC"}, "mephisto.abstractions.crowd_provider.CrowdProvider.__init__": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.__init__", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.__init__", "type": "function", "doc": "

Crowd provider classes should keep as much of their state\nas possible in their non-python datastore. This way\nthe system can work even after shutdowns, and the\nstate of the system can be managed or observed from\nother processes.

\n\n

In order to set up a datastore, init should check to see\nif one is already set (using get_datastore_for_provider)\nand use that one if available, otherwise make a new one\nand register it with the database.

\n", "signature": "(self, db: mephisto.abstractions.database.MephistoDB)", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.PROVIDER_TYPE", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = '__PROVIDER_BASE_CLASS__'"}, "mephisto.abstractions.crowd_provider.CrowdProvider.UnitClass": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.UnitClass", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.UnitClass", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n\n

It should be extended for usage with a specific crowd provider

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.abstractions.crowd_provider.CrowdProvider.RequesterClass": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.RequesterClass", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.RequesterClass", "type": "class", "doc": "

High level class representing a requester on some kind of crowd provider. Sets some default\ninitializations, but mostly should be extended by the specific requesters for crowd providers\nwith whatever implementation details are required to get those to work.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.abstractions.crowd_provider.CrowdProvider.WorkerClass": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.WorkerClass", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.WorkerClass", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.abstractions.crowd_provider.CrowdProvider.AgentClass": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.AgentClass", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.AgentClass", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.abstractions.crowd_provider.CrowdProvider.ArgsClass": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.ArgsClass", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.ArgsClass", "type": "class", "doc": "

Base class for arguments to configure Crowd Providers

\n"}, "mephisto.abstractions.crowd_provider.CrowdProvider.is_sandbox": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.is_sandbox", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.is_sandbox", "type": "function", "doc": "

Determine if the given crowd provider is a sandbox provider

\n", "signature": "(cls) -> bool", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.assert_task_args": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.assert_task_args", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.assert_task_args", "type": "function", "doc": "

Assert that the provided arguments are valid. Should\nfail if a task launched with these arguments would\nnot work

\n", "signature": "(\n cls,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState\n)", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.get_wrapper_js_path": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.get_wrapper_js_path", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.get_wrapper_js_path", "type": "function", "doc": "

Return the path to the wrap_crowd_source.js file for this\nprovider to be deployed to the server

\n", "signature": "(cls)", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.initialize_provider_datastore": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.initialize_provider_datastore", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.initialize_provider_datastore", "type": "function", "doc": "

Do whatever is required to initialize this provider insofar\nas setting up local or external state is required to ensure\nthat this vendor is usable.

\n\n

Local data storage should be put into the given root path.

\n\n

This method should return the local data storage component that\nis required to do any object initialization, as it will be available\nfrom the MephistoDB in a db.get_provider_datastore(PROVIDER_TYPE).

\n", "signature": "(self, storage_path: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.setup_resources_for_task_run": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.setup_resources_for_task_run", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.setup_resources_for_task_run", "type": "function", "doc": "

Setup any required resources for managing any additional resources\nsurrounding a specific task run.

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.cleanup_resources_from_task_run": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.cleanup_resources_from_task_run", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.cleanup_resources_from_task_run", "type": "function", "doc": "

Destroy any resources set up specifically for this task run

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.crowd_provider.CrowdProvider.cleanup_qualification": {"fullname": "mephisto.abstractions.crowd_provider.CrowdProvider.cleanup_qualification", "modulename": "mephisto.abstractions.crowd_provider", "qualname": "CrowdProvider.cleanup_qualification", "type": "function", "doc": "

Remove the linked qualification from the crowdprovider if it exists

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.database": {"fullname": "mephisto.abstractions.database", "modulename": "mephisto.abstractions.database", "type": "module", "doc": "

\n"}, "mephisto.abstractions.database.MephistoDBException": {"fullname": "mephisto.abstractions.database.MephistoDBException", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDBException", "type": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "builtins.Exception"}, "mephisto.abstractions.database.EntryAlreadyExistsException": {"fullname": "mephisto.abstractions.database.EntryAlreadyExistsException", "modulename": "mephisto.abstractions.database", "qualname": "EntryAlreadyExistsException", "type": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "MephistoDBException"}, "mephisto.abstractions.database.EntryDoesNotExistException": {"fullname": "mephisto.abstractions.database.EntryDoesNotExistException", "modulename": "mephisto.abstractions.database", "qualname": "EntryDoesNotExistException", "type": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "MephistoDBException"}, "mephisto.abstractions.database.MephistoDB": {"fullname": "mephisto.abstractions.database.MephistoDB", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB", "type": "class", "doc": "

Provides the interface for all queries that are necessary for the Mephisto\narchitecture to run as expected. All other databases should implement\nthese methods to be used as the database that backs Mephisto.

\n\n

By default, we use a LocalMesphistoDB located at mephisto/data/database.db

\n", "bases": "abc.ABC"}, "mephisto.abstractions.database.MephistoDB.__init__": {"fullname": "mephisto.abstractions.database.MephistoDB.__init__", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.__init__", "type": "function", "doc": "

Ensure the database is set up and ready to handle data

\n", "signature": "(self, database_path=None)", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_db_path_for_provider": {"fullname": "mephisto.abstractions.database.MephistoDB.get_db_path_for_provider", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_db_path_for_provider", "type": "function", "doc": "

Get the path to store data for a specific provider in

\n", "signature": "(self, provider_type) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.has_datastore_for_provider": {"fullname": "mephisto.abstractions.database.MephistoDB.has_datastore_for_provider", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.has_datastore_for_provider", "type": "function", "doc": "

Determine if a datastore has been registered for the given provider

\n", "signature": "(self, provider_type: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_datastore_for_provider": {"fullname": "mephisto.abstractions.database.MephistoDB.get_datastore_for_provider", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_datastore_for_provider", "type": "function", "doc": "

Get the provider datastore registered with this db

\n", "signature": "(self, provider_type: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.set_datastore_for_provider": {"fullname": "mephisto.abstractions.database.MephistoDB.set_datastore_for_provider", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.set_datastore_for_provider", "type": "function", "doc": "

Set the provider datastore registered with this db

\n", "signature": "(self, provider_type: str, datastore: Any) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.optimized_load": {"fullname": "mephisto.abstractions.database.MephistoDB.optimized_load", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.optimized_load", "type": "function", "doc": "

Load the given class in an optimized fashion, if this DB has a more\nefficient way of storing and managing the data

\n", "signature": "(\n self,\n target_cls,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None\n)", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.cache_result": {"fullname": "mephisto.abstractions.database.MephistoDB.cache_result", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.cache_result", "type": "function", "doc": "

Opportunity to store the result class from a load

\n", "signature": "(self, target_cls, value) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.shutdown": {"fullname": "mephisto.abstractions.database.MephistoDB.shutdown", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.shutdown", "type": "function", "doc": "

Do whatever is required to close this database's resources

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.init_tables": {"fullname": "mephisto.abstractions.database.MephistoDB.init_tables", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.init_tables", "type": "function", "doc": "

Initialize any tables that may be required to run this database. If this is an expensive\noperation, check to see if they already exist before trying to initialize

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_project": {"fullname": "mephisto.abstractions.database.MephistoDB.new_project", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_project", "type": "function", "doc": "

Create a new project with the given project name. Raise EntryAlreadyExistsException if a project\nwith this name has already been created.

\n\n

Project names are permanent, as changing directories later is painful.

\n", "signature": "(self, project_name: str) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_project": {"fullname": "mephisto.abstractions.database.MephistoDB.get_project", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_project", "type": "function", "doc": "

Return project's fields by the given project_id, raise EntryDoesNotExistException if no id exists\nin projects

\n\n

See Project for the expected returned mapping's fields

\n", "signature": "(self, project_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_projects": {"fullname": "mephisto.abstractions.database.MephistoDB.find_projects", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_projects", "type": "function", "doc": "

Try to find any project that matches the above. When called with no arguments,\nreturn all projects.

\n", "signature": "(\n self,\n project_name: Union[str, NoneType] = None\n) -> List[mephisto.data_model.project.Project]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_task": {"fullname": "mephisto.abstractions.database.MephistoDB.new_task", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_task", "type": "function", "doc": "

Create a new task with the given task name. Raise EntryAlreadyExistsException if a task\nwith this name has already been created.

\n", "signature": "(\n self,\n task_name: str,\n task_type: str,\n project_id: Union[str, NoneType] = None\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_task": {"fullname": "mephisto.abstractions.database.MephistoDB.get_task", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_task", "type": "function", "doc": "

Return task's fields by task_id, raise EntryDoesNotExistException if no id exists\nin tasks

\n\n

See Task for the expected fields for the returned mapping

\n", "signature": "(self, task_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_tasks": {"fullname": "mephisto.abstractions.database.MephistoDB.find_tasks", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_tasks", "type": "function", "doc": "

Try to find any task that matches the above. When called with no arguments,\nreturn all tasks.

\n", "signature": "(\n self,\n task_name: Union[str, NoneType] = None,\n project_id: Union[str, NoneType] = None\n) -> List[mephisto.data_model.task.Task]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.update_task": {"fullname": "mephisto.abstractions.database.MephistoDB.update_task", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.update_task", "type": "function", "doc": "

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

\n\n

Should only be runable if no runs have been created for this task

\n", "signature": "(\n self,\n task_id: str,\n task_name: Union[str, NoneType] = None,\n project_id: Union[str, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_task_run": {"fullname": "mephisto.abstractions.database.MephistoDB.new_task_run", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_task_run", "type": "function", "doc": "

Create a new task_run for the given task.

\n\n

Once a run is created, it should no longer be altered. The assignments and\nsubassignments depend on the data set up within, as the launched task\ncannot be replaced and the requester can not be swapped mid-run.

\n", "signature": "(\n self,\n task_id: str,\n requester_id: str,\n init_params: str,\n provider_type: str,\n task_type: str,\n sandbox: bool = True\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_task_run": {"fullname": "mephisto.abstractions.database.MephistoDB.get_task_run", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_task_run", "type": "function", "doc": "

Return the given task_run's fields by task_run_id, raise EntryDoesNotExistException if no id exists\nin task_runs.

\n\n

See TaskRun for the expected fields to populate in the returned mapping

\n", "signature": "(self, task_run_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_task_runs": {"fullname": "mephisto.abstractions.database.MephistoDB.find_task_runs", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_task_runs", "type": "function", "doc": "

Try to find any task_run that matches the above. When called with no arguments,\nreturn all task_runs.

\n", "signature": "(\n self,\n task_id: Union[str, NoneType] = None,\n requester_id: Union[str, NoneType] = None,\n is_completed: Union[bool, NoneType] = None\n) -> List[mephisto.data_model.task_run.TaskRun]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.update_task_run": {"fullname": "mephisto.abstractions.database.MephistoDB.update_task_run", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.update_task_run", "type": "function", "doc": "

Update a task run. At the moment, can only update completion status

\n", "signature": "(self, task_run_id: str, is_completed: bool)", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_assignment": {"fullname": "mephisto.abstractions.database.MephistoDB.new_assignment", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_assignment", "type": "function", "doc": "

Create a new assignment for the given task

\n\n

Assignments should not be edited or altered once created

\n", "signature": "(\n self,\n task_id: str,\n task_run_id: str,\n requester_id: str,\n task_type: str,\n provider_type: str,\n sandbox: bool = True\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_assignment": {"fullname": "mephisto.abstractions.database.MephistoDB.get_assignment", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_assignment", "type": "function", "doc": "

Return assignment's fields by assignment_id, raise EntryDoesNotExistException if\nno id exists in tasks

\n\n

See Assignment for the expected fields for the returned mapping

\n", "signature": "(self, assignment_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_assignments": {"fullname": "mephisto.abstractions.database.MephistoDB.find_assignments", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_assignments", "type": "function", "doc": "

Try to find any task that matches the above. When called with no arguments,\nreturn all tasks.

\n", "signature": "(\n self,\n task_run_id: Union[str, NoneType] = None,\n task_id: Union[str, NoneType] = None,\n requester_id: Union[str, NoneType] = None,\n task_type: Union[str, NoneType] = None,\n provider_type: Union[str, NoneType] = None,\n sandbox: Union[bool, NoneType] = None\n) -> List[mephisto.data_model.assignment.Assignment]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_unit": {"fullname": "mephisto.abstractions.database.MephistoDB.new_unit", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_unit", "type": "function", "doc": "

Create a new unit with the given index. Raises EntryAlreadyExistsException\nif there is already a unit for the given assignment with the given index.

\n", "signature": "(\n self,\n task_id: str,\n task_run_id: str,\n requester_id: str,\n assignment_id: str,\n unit_index: int,\n pay_amount: float,\n provider_type: str,\n task_type: str,\n sandbox: bool = True\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_unit": {"fullname": "mephisto.abstractions.database.MephistoDB.get_unit", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_unit", "type": "function", "doc": "

Return unit's fields by unit_id, raise EntryDoesNotExistException\nif no id exists in units

\n\n

See unit for the expected fields for the returned mapping

\n", "signature": "(self, unit_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_units": {"fullname": "mephisto.abstractions.database.MephistoDB.find_units", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_units", "type": "function", "doc": "

Try to find any unit that matches the above. When called with no arguments,\nreturn all units.

\n", "signature": "(\n self,\n task_id: Union[str, NoneType] = None,\n task_run_id: Union[str, NoneType] = None,\n requester_id: Union[str, NoneType] = None,\n assignment_id: Union[str, NoneType] = None,\n unit_index: Union[int, NoneType] = None,\n provider_type: Union[str, NoneType] = None,\n task_type: Union[str, NoneType] = None,\n agent_id: Union[str, NoneType] = None,\n worker_id: Union[str, NoneType] = None,\n sandbox: Union[bool, NoneType] = None,\n status: Union[str, NoneType] = None\n) -> List[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.clear_unit_agent_assignment": {"fullname": "mephisto.abstractions.database.MephistoDB.clear_unit_agent_assignment", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.clear_unit_agent_assignment", "type": "function", "doc": "

Update the given unit by removing the agent that is assigned to it, thus updating\nthe status to assignable.

\n", "signature": "(self, unit_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.update_unit": {"fullname": "mephisto.abstractions.database.MephistoDB.update_unit", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.update_unit", "type": "function", "doc": "

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

\n", "signature": "(\n self,\n unit_id: str,\n agent_id: Union[str, NoneType] = None,\n status: Union[str, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_requester": {"fullname": "mephisto.abstractions.database.MephistoDB.new_requester", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_requester", "type": "function", "doc": "

Create a new requester with the given name and provider type.\nRaises EntryAlreadyExistsException\nif there is already a requester with this name

\n", "signature": "(self, requester_name: str, provider_type: str) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_requester": {"fullname": "mephisto.abstractions.database.MephistoDB.get_requester", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_requester", "type": "function", "doc": "

Return requester's fields by requester_id, raise EntryDoesNotExistException\nif no id exists in requesters

\n\n

See requester for the expected fields for the returned mapping

\n", "signature": "(self, requester_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_requesters": {"fullname": "mephisto.abstractions.database.MephistoDB.find_requesters", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_requesters", "type": "function", "doc": "

Try to find any requester that matches the above. When called with no arguments,\nreturn all requesters.

\n", "signature": "(\n self,\n requester_name: Union[str, NoneType] = None,\n provider_type: Union[str, NoneType] = None\n) -> List[mephisto.data_model.requester.Requester]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_worker": {"fullname": "mephisto.abstractions.database.MephistoDB.new_worker", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_worker", "type": "function", "doc": "

Create a new worker with the given name and provider type.\nRaises EntryAlreadyExistsException\nif there is already a worker with this name

\n\n

worker_name should be the unique identifier by which the crowd provider\nis using to keep track of this worker

\n", "signature": "(self, worker_name: str, provider_type: str) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_worker": {"fullname": "mephisto.abstractions.database.MephistoDB.get_worker", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_worker", "type": "function", "doc": "

Return worker's fields by worker_id, raise EntryDoesNotExistException\nif no id exists in workers

\n\n

See worker for the expected fields for the returned mapping

\n", "signature": "(self, worker_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_workers": {"fullname": "mephisto.abstractions.database.MephistoDB.find_workers", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_workers", "type": "function", "doc": "

Try to find any worker that matches the above. When called with no arguments,\nreturn all workers.

\n", "signature": "(\n self,\n worker_name: Union[str, NoneType] = None,\n provider_type: Union[str, NoneType] = None\n) -> List[mephisto.data_model.worker.Worker]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.new_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_agent", "type": "function", "doc": "

Create a new agent for the given worker id to assign to the given unit\nRaises EntryAlreadyExistsException

\n\n

Should update the unit's status to ASSIGNED and the assigned agent to\nthis one.

\n", "signature": "(\n self,\n worker_id: str,\n unit_id: str,\n task_id: str,\n task_run_id: str,\n assignment_id: str,\n task_type: str,\n provider_type: str\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.get_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_agent", "type": "function", "doc": "

Return agent's fields by agent_id, raise EntryDoesNotExistException\nif no id exists in agents

\n\n

See Agent for the expected fields for the returned mapping

\n", "signature": "(self, agent_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.update_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.update_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.update_agent", "type": "function", "doc": "

Update the given task with the given parameters if possible, raise appropriate exception otherwise.

\n", "signature": "(self, agent_id: str, status: Union[str, NoneType] = None) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_agents": {"fullname": "mephisto.abstractions.database.MephistoDB.find_agents", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_agents", "type": "function", "doc": "

Try to find any agent that matches the above. When called with no arguments,\nreturn all agents.

\n", "signature": "(\n self,\n status: Union[str, NoneType] = None,\n unit_id: Union[str, NoneType] = None,\n worker_id: Union[str, NoneType] = None,\n task_id: Union[str, NoneType] = None,\n task_run_id: Union[str, NoneType] = None,\n assignment_id: Union[str, NoneType] = None,\n task_type: Union[str, NoneType] = None,\n provider_type: Union[str, NoneType] = None\n) -> List[mephisto.data_model.agent.Agent]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.new_onboarding_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.new_onboarding_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.new_onboarding_agent", "type": "function", "doc": "

Create a new agent for the given worker id to assign to the given unit\nRaises EntryAlreadyExistsException

\n\n

Should update the unit's status to ASSIGNED and the assigned agent to\nthis one.

\n", "signature": "(\n self,\n worker_id: str,\n task_id: str,\n task_run_id: str,\n task_type: str\n) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_onboarding_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.get_onboarding_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_onboarding_agent", "type": "function", "doc": "

Return onboarding agent's fields by onboarding_agent_id, raise\nEntryDoesNotExistException if no id exists in onboarding_agents

\n\n

See OnboardingAgent for the expected fields for the returned mapping

\n", "signature": "(self, onboarding_agent_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.update_onboarding_agent": {"fullname": "mephisto.abstractions.database.MephistoDB.update_onboarding_agent", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.update_onboarding_agent", "type": "function", "doc": "

Update the given onboarding agent with the given parameters if possible,\nraise appropriate exception otherwise.

\n", "signature": "(\n self,\n onboarding_agent_id: str,\n status: Union[str, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_onboarding_agents": {"fullname": "mephisto.abstractions.database.MephistoDB.find_onboarding_agents", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_onboarding_agents", "type": "function", "doc": "

Try to find any onboarding agent that matches the above. When called with no arguments,\nreturn all onboarding agents.

\n", "signature": "(\n self,\n status: Union[str, NoneType] = None,\n worker_id: Union[str, NoneType] = None,\n task_id: Union[str, NoneType] = None,\n task_run_id: Union[str, NoneType] = None,\n task_type: Union[str, NoneType] = None\n) -> List[mephisto.data_model.agent.OnboardingAgent]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.make_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.make_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.make_qualification", "type": "function", "doc": "

Make a new qualification, throws an error if a qualification by the given name\nalready exists. Return the id for the qualification.

\n", "signature": "(self, qualification_name: str) -> str", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.find_qualifications": {"fullname": "mephisto.abstractions.database.MephistoDB.find_qualifications", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.find_qualifications", "type": "function", "doc": "

Find a qualification. If no name is supplied, returns all qualifications.

\n", "signature": "(\n self,\n qualification_name: Union[str, NoneType] = None\n) -> List[mephisto.data_model.qualification.Qualification]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.get_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_qualification", "type": "function", "doc": "

Return qualification's fields by qualification_id, raise\nEntryDoesNotExistException if no id exists in qualifications

\n\n

See Qualification for the expected fields for the returned mapping

\n", "signature": "(self, qualification_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.delete_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.delete_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.delete_qualification", "type": "function", "doc": "

Remove this qualification from all workers that have it, then delete the qualification

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.grant_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.grant_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.grant_qualification", "type": "function", "doc": "

Grant a worker the given qualification. Update the qualification value if it\nalready exists

\n", "signature": "(self, qualification_id: str, worker_id: str, value: int = 1) -> None", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.check_granted_qualifications": {"fullname": "mephisto.abstractions.database.MephistoDB.check_granted_qualifications", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.check_granted_qualifications", "type": "function", "doc": "

Find granted qualifications that match the given specifications

\n", "signature": "(\n self,\n qualification_id: Union[str, NoneType] = None,\n worker_id: Union[str, NoneType] = None,\n value: Union[int, NoneType] = None\n) -> List[mephisto.data_model.qualification.GrantedQualification]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.get_granted_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.get_granted_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.get_granted_qualification", "type": "function", "doc": "

Return the granted qualification in the database between the given\nworker and qualification id

\n\n

See GrantedQualification for the expected fields for the returned mapping

\n", "signature": "(self, qualification_id: str, worker_id: str) -> Mapping[str, Any]", "funcdef": "def"}, "mephisto.abstractions.database.MephistoDB.revoke_qualification": {"fullname": "mephisto.abstractions.database.MephistoDB.revoke_qualification", "modulename": "mephisto.abstractions.database", "qualname": "MephistoDB.revoke_qualification", "type": "function", "doc": "

Remove the given qualification from the given worker

\n", "signature": "(self, qualification_id: str, worker_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.databases": {"fullname": "mephisto.abstractions.databases", "modulename": "mephisto.abstractions.databases", "type": "module", "doc": "

MephistoDB implementations

\n\n

This folder contains implementations of the MephistoDB abstraction. Databases can currently be configured using the mephisto.database._database_type flag.

\n\n

LocalMephistoDB

\n\n

Activated with mephisto.database._database_type=local. An implementation of the Mephisto Data Model outlined in MephistoDB. This database stores all of the information locally via SQLite. Some helper functions are included to make the implementation cleaner by abstracting away SQLite error parsing and string formatting, however it's pretty straightforward from the requirements of MephistoDB.

\n\n

SingletonMephistoDB

\n\n

This database is best used for high performance runs on a single machine, where direct access to the underlying database isn't necessary during the runtime. It makes no guarantees on the rate of writing state or status to disk, as much of it is stored locally and in caches to keep IO locks down. Using this, you'll likely be able to get up on max_num_concurrent_units to 150-300 on live tasks, and upwards from 500 on static tasks.

\n\n

At the moment this DB acts as a wrapper around the LocalMephistoDB, and trades off Mephisto memory consumption for writing time. All of the data model accesses that occur are cached into a library of singletons, so large enough tasks may have memory risks. This allows us to make clearer assertions about the synced nature of the data model members, but obviously requires active memory to do so.

\n"}, "mephisto.abstractions.databases.local_database": {"fullname": "mephisto.abstractions.databases.local_database", "modulename": "mephisto.abstractions.databases.local_database", "type": "module", "doc": "

\n"}, "mephisto.abstractions.databases.local_database.nonesafe_int": {"fullname": "mephisto.abstractions.databases.local_database.nonesafe_int", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "nonesafe_int", "type": "function", "doc": "

Cast input to an int or None

\n", "signature": "(in_string: Union[str, NoneType]) -> Union[int, NoneType]", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.assert_valid_provider": {"fullname": "mephisto.abstractions.databases.local_database.assert_valid_provider", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "assert_valid_provider", "type": "function", "doc": "

Throw an assertion error if the given provider type is not valid

\n", "signature": "(provider_type: str) -> None", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.is_key_failure": {"fullname": "mephisto.abstractions.databases.local_database.is_key_failure", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "is_key_failure", "type": "function", "doc": "

Return if the given error is representing a foreign key\nfailure, where an insertion was expecting something to\nexist already in the DB but it didn't.

\n", "signature": "(e: sqlite3.IntegrityError) -> bool", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.is_unique_failure": {"fullname": "mephisto.abstractions.databases.local_database.is_unique_failure", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "is_unique_failure", "type": "function", "doc": "

Return if the given error is representing a foreign key\nfailure, where an insertion was expecting something to\nexist already in the DB but it didn't.

\n", "signature": "(e: sqlite3.IntegrityError) -> bool", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.StringIDRow": {"fullname": "mephisto.abstractions.databases.local_database.StringIDRow", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "StringIDRow", "type": "class", "doc": "

\n", "bases": "sqlite3.Row"}, "mephisto.abstractions.databases.local_database.StringIDRow.__init__": {"fullname": "mephisto.abstractions.databases.local_database.StringIDRow.__init__", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "StringIDRow.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.LocalMephistoDB": {"fullname": "mephisto.abstractions.databases.local_database.LocalMephistoDB", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "LocalMephistoDB", "type": "class", "doc": "

Local database for core Mephisto data storage, the LocalMephistoDatabase handles\ngrounding all of the python interactions with the Mephisto architecture to\nlocal files and a database.

\n", "bases": "mephisto.abstractions.database.MephistoDB"}, "mephisto.abstractions.databases.local_database.LocalMephistoDB.__init__": {"fullname": "mephisto.abstractions.databases.local_database.LocalMephistoDB.__init__", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "LocalMephistoDB.__init__", "type": "function", "doc": "

Ensure the database is set up and ready to handle data

\n", "signature": "(self, database_path=None)", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.LocalMephistoDB.shutdown": {"fullname": "mephisto.abstractions.databases.local_database.LocalMephistoDB.shutdown", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "LocalMephistoDB.shutdown", "type": "function", "doc": "

Close all open connections

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.databases.local_database.LocalMephistoDB.init_tables": {"fullname": "mephisto.abstractions.databases.local_database.LocalMephistoDB.init_tables", "modulename": "mephisto.abstractions.databases.local_database", "qualname": "LocalMephistoDB.init_tables", "type": "function", "doc": "

Run all the table creation SQL queries to ensure the expected tables exist

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.databases.local_singleton_database": {"fullname": "mephisto.abstractions.databases.local_singleton_database", "modulename": "mephisto.abstractions.databases.local_singleton_database", "type": "module", "doc": "

\n"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB", "type": "class", "doc": "

Class that creates a singleton storage for all accessed data.

\n\n

Tries to keep the data usage down with weak references, but it's\nstill subject to memory leaks.

\n\n

This is a tradeoff to have more speed for not making db queries from disk

\n", "bases": "mephisto.abstractions.databases.local_database.LocalMephistoDB"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.__init__": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.__init__", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB.__init__", "type": "function", "doc": "

Ensure the database is set up and ready to handle data

\n", "signature": "(self, database_path=None)", "funcdef": "def"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.shutdown": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.shutdown", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB.shutdown", "type": "function", "doc": "

Close all open connections

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.optimized_load": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.optimized_load", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB.optimized_load", "type": "function", "doc": "

Load the given class in an optimized fashion, if this DB has a more\nefficient way of storing and managing the data

\n", "signature": "(\n self,\n target_cls,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None\n)", "funcdef": "def"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.cache_result": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.cache_result", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB.cache_result", "type": "function", "doc": "

Store the result of a load for caching reasons

\n", "signature": "(self, target_cls, value) -> None", "funcdef": "def"}, "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.new_unit": {"fullname": "mephisto.abstractions.databases.local_singleton_database.MephistoSingletonDB.new_unit", "modulename": "mephisto.abstractions.databases.local_singleton_database", "qualname": "MephistoSingletonDB.new_unit", "type": "function", "doc": "

Create a new unit with the given index. Raises EntryAlreadyExistsException\nif there is already a unit for the given assignment with the given index.

\n", "signature": "(\n self,\n task_id: str,\n task_run_id: str,\n requester_id: str,\n assignment_id: str,\n unit_index: int,\n pay_amount: float,\n provider_type: str,\n task_type: str,\n sandbox: bool = True\n) -> str", "funcdef": "def"}, "mephisto.abstractions.providers": {"fullname": "mephisto.abstractions.providers", "modulename": "mephisto.abstractions.providers", "type": "module", "doc": "

CrowdProviders

\n\n

The providers directory is home to the existing providers for Mephisto. This file describes high level what crowd providers do, important details on existing providers, and how to create a new CrowdProvider for an existing crowdsourcing service.

\n\n

Implementation Details

\n\n

CrowdProviders in short exist to be an abstraction layer between Mephisto and wherever we're sourcing the crowdwork from. Using CrowdProviders lets Mephisto launch the same tasks all over the place using the same code. The primary abstractions that need a little bit of wrapping are the Worker, Agent, Unit, and Requester. These requirements and high level abstraction reasoning are included below, while explicit implementation requirements are provided in the \"How to make a new CrowdProvider\" section.

\n\n

Worker

\n\n

The Worker is responsible for keeping long-term track of a worker's individual identity as displayed by a crowd provider. Keeping the worker lets us report statistics about individual workers, as well as set up qualifications that might be more relevant than a provider could have preset. From the CrowdProvider perspective, different crowd providers may have different methods for identifying their workers. They may also have different methods for blocking, unblocking, qualifying, and bonusing workers. In order for Mephisto to be able to handle these actions, the <Crowd>Worker must abstract these.

\n\n

If the crowd provider is capable of assigning qualifications to a worker to prevent them from working on tasks they are not eligible for, you can implement grant_crowd_qualification and revoke_crowd_qualification to sync qualifications between the crowd provider and Mephisto. You'll also need to implement the delete_qualification method in the base <Crowd>Provider class if you want to be able to cleanup qualifications you've removed from Mephisto. Depending on the provider, setup_resources_for_task_run or <Crowd>Unit are the correct locations to actually register required qualifications for a task.

\n\n

Agent

\n\n

The Agent is responsible for keeping track of a Worker's work on a specific Unit. As such, it's used for approving, rejecting, and keeping track of status. Furthermore, it may be required that Mephisto tells a CrowdProvider that a worker has completed the task, so this must be captured as well. <Crowd>Agent handles all of these abstractions.

\n\n

Unit

\n\n

The Unit is responsible for keeping track of portions of an Assignment that need to be assigned, through the entire process of them being assigned and worked on. From a high level, they are the Assignment-side point of entry into finding work. For the purpose of abstraction, the Unit needs to be able to keep track of it's remote counterpart (whatever thing we assign the worker from the crowd provider's perspective). It also needs to be able to actually _deploy_ the task to be made available through the crowd provider, and potentially expire it when it should be taken offline. <Crowd>Unit handles these abstractions.

\n\n

Requester

\n\n

The Requester is responsible for providing the account access to be able to launch tasks. As such, any credential creation and management needs to be hidden behind the <Crowd>Requester so that Mephisto doesn't need to know the implementation details.

\n\n

Existing Providers

\n\n

The providers we currently support are listed below:

\n\n

MTurkProvider

\n\n

Provides an interface for launching tasks on MTurk and keeping track of workers and work there.

\n\n

SandboxMTurkProvider

\n\n

A specific interface for launching tasks on the MTurk sandbox

\n\n

(TODO) Can we bundle this into the MTurkProvider and make it so that providers have a TEST/SANDBOX mode bundled in? This would clarify how the testing utilities work, without needing to publish real tasks.

\n\n

LocalProvider (TODO)

\n\n

An interface that allows for launching tasks on your local machine, allowing for ip-address based workers to submit work.

\n\n

MockProvider

\n\n

An implementation of a provider that allows for robust testing by exposing all of the underlying state to a user.

\n\n

How to make a new CrowdProvider

\n\n

Both the MockProvider and MTurkProvider are strong examples of implementing a provider. Important implementation details are captured below.

\n\n

<Crowd>Provider

\n\n

The CrowdProvider implementation is mostly a place to centralize all of the components for this provider, and as such it should set UnitClass, RequesterClass, WorkerClass, and AgentClass. Beyond this it should implement the following:

\n\n
    \n
  • initialize_provider_datastore: This method should return a connection to any of the data required to keep tabs on the crowd provider. Ideally it should store important information to disk somehow (such as in a SQL database).
    • \n
  • setup_resources_for_task_run: This method is called prior to launching a task run, and should setup any kind of details with the provider that are required. For instance, this might register the task before requesting instances, find and register required qualifications, or do any other required prep work such as setting up listeners.
    • \n
\n\n

<Crowd>Worker

\n\n

The <Crowd>Worker implementation needs to handle worker interactions, generally from the perspective of a requester:

\n\n
    \n
  • bonus_worker: Provide the worker a bonus for the given reason, optionally attached to a unit. Return a tuple of False with an error reason if the operation can't be performed, and (True, \"\") otherwise.
    • \n
  • block_worker: Block the given worker, optionally based on their work on a unit, and from a specific requester. Return a tuple of False with an error reason if the operation can't be performed, and (True, \"\") otherwise.
    • \n
  • unblock_worker: Unblock the worker from a specific requester. Return a tuple of False with an error reason if the operation can't be performed, and (True, \"\") otherwise.
    • \n
  • is_blocked: Provide whether or not this worker is blocked by the given Requester.
    • \n
  • is_eligible: Determine if the worker is eligible to work on the given TaskRun.
    • \n
\n\n

<Crowd>Agent

\n\n

The <Crowd>Agent implementation needs to be able to handle the following interactions:

\n\n
    \n
  • new_from_provider_data: As different providers may give different information upon the creation of an agent (which occurs when a worker accepts a unit), this information is sent through from the server via whatever is packaged in wrap_crowd_source.js. You can then store this into the provider datastore and return an Agent.
    • \n
  • approve_work: Tell the crowd provider that this work is accepted. (If allowed)
    • \n
  • reject_work: Tell the crowd provider that this work is rejected (if allowed), with the provided feedback reason.
    • \n
  • get_status: Return the current agent's status according to the crowd provider (if this state is automatically tracked by the crowd provider, and can be queried). Defaults to whatever status updates the WorkerPool can provide.
    • \n
  • mark_done: Tell the crowd provider that the task this agent is working on is now complete (if required). Otherwise just mark it as so in the local database.
    • \n
\n\n

<Crowd>Unit

\n\n

The <Crowd>Unit implementation needs to be able to handle the following interactions:

\n\n
    \n
  • get_status: Return the status for this unit, as known by the provider.
    • \n
  • launch: Given the url of the server to point people to for this task, launch the task and make it available for crowd workers to claim.
    • \n
  • expire: Submit a request to expire the HIT, and return the time that will need to be waited in order for that request to be fulfilled (in case it is not immediate).
    • \n
\n\n

<Crowd>Requester

\n\n

The <Crowd>Requester mostly just needs to abstract the registration process, but the full list of functions are below:

\n\n
    \n
  • register: Given arguments, register this requester
    • \n
  • get_register_args: Return the arguments required to register one of these requesters.
    • \n
  • is_registered: Determine if the current credentials for a Requester are valid.
    • \n
  • get_available_budget (Optional): return the available budget for this requester.
    • \n
\n\n

(TODO) maybe refactor budget? As not all requesters have budgets? Or perhaps have a few kinds of metadata?

\n\n

wrap_crowd_source.js

\n\n

A few frontend functions are required to be sure that the backend is able to interface with frontend interactions:

\n\n
    \n
  • getWorkerName(): Return the worker name, as will be provided to as the identifier for mephisto to know who is attempting the task
    • \n
  • getAssignmentId(): Return an identifier for the specific task as represented by the provider.
    • \n
  • getAgentRegistration(): Return the data that is going to be passed to the <Crowd>Agent's new_from_provider method. Currently the worker_name field is required to also set up the <Crowd>Worker.
    • \n
  • handleSubmitToProvider(): Tell the provider that the task is done from the frontend. Often amounts to hitting some kind of submit button after populating form data.
    • \n
\n\n

This file may also contain additional logic for handling things like error handling in a crowd provider-specific manner.

\n"}, "mephisto.abstractions.providers.mock": {"fullname": "mephisto.abstractions.providers.mock", "modulename": "mephisto.abstractions.providers.mock", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_agent": {"fullname": "mephisto.abstractions.providers.mock.mock_agent", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model.agent.Agent"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Agent class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Agent\nas you will instead be returned the correct Agent class according to\nthe crowdprovider associated with this Agent.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.observe": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.observe", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.observe", "type": "function", "doc": "

Put observations into this mock agent's observation list

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.enqueue_mock_live_update": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.enqueue_mock_live_update", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.enqueue_mock_live_update", "type": "function", "doc": "

Add a fake observation to pull off on the next act call

\n", "signature": "(self, data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.enqueue_mock_submit_event": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.enqueue_mock_submit_event", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.enqueue_mock_submit_event", "type": "function", "doc": "

Add a final submit event to put in the queue for this agent\nto be called on completion

\n", "signature": "(self, data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.get_live_update": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.get_live_update", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.get_live_update", "type": "function", "doc": "

Either take an act from this mock agent's act queue (for use\nby tests and other mock purposes) or request a regular act\n(for use in manual testing).

\n", "signature": "(self, timeout=None) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.approve_work": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.approve_work", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.approve_work", "type": "function", "doc": "

Approve the work done on this specific Unit

\n\n

Mock Units

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.reject_work": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.reject_work", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.reject_work", "type": "function", "doc": "

Reject the work done on this specific Unit

\n", "signature": "(self, reason) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.mark_done": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.mark_done", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.mark_done", "type": "function", "doc": "

No need to tell mock crowd provider about doneness

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.mark_disconnected": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.mark_disconnected", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.mark_disconnected", "type": "function", "doc": "

Mark this mock agent as having disconnected

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.await_submit": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.await_submit", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.await_submit", "type": "function", "doc": "

Check the submission status of this agent, first popping off\nand triggering a local submit if there is one on a timeout submit

\n", "signature": "(self, timeout: Union[int, NoneType] = None) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_agent.MockAgent.new": {"fullname": "mephisto.abstractions.providers.mock.mock_agent.MockAgent.new", "modulename": "mephisto.abstractions.providers.mock.mock_agent", "qualname": "MockAgent.new", "type": "function", "doc": "

Create an agent for this worker to be used for work on the given Unit.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore", "type": "class", "doc": "

Handles storing mock results and statuses across processes for use\nin unit testing and manual experimentation.

\n"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.__init__", "type": "function", "doc": "

Initialize local storage of active agents, connect to the database

\n", "signature": "(self, datastore_root: str)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.init_tables": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.init_tables", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.init_tables", "type": "function", "doc": "

Run all the table creation SQL queries to ensure the expected tables exist

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_requester_exists": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_requester_exists", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.ensure_requester_exists", "type": "function", "doc": "

Create a record of this requester if it doesn't exist

\n", "signature": "(self, requester_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_requester_registered": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_requester_registered", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.set_requester_registered", "type": "function", "doc": "

Set the requester registration status for the given id

\n", "signature": "(self, requester_id: str, val: bool) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_requester_registered": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_requester_registered", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.get_requester_registered", "type": "function", "doc": "

Get the registration status of a requester

\n", "signature": "(self, requester_id: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_worker_exists": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_worker_exists", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.ensure_worker_exists", "type": "function", "doc": "

Create a record of this worker if it doesn't exist

\n", "signature": "(self, worker_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_worker_blocked": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_worker_blocked", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.set_worker_blocked", "type": "function", "doc": "

Set the worker registration status for the given id

\n", "signature": "(self, worker_id: str, val: bool) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_worker_blocked": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_worker_blocked", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.get_worker_blocked", "type": "function", "doc": "

Get the registration status of a worker

\n", "signature": "(self, worker_id: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_unit_exists": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.ensure_unit_exists", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.ensure_unit_exists", "type": "function", "doc": "

Create a record of this unit if it doesn't exist

\n", "signature": "(self, unit_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_unit_expired": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.set_unit_expired", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.set_unit_expired", "type": "function", "doc": "

Set the unit registration status for the given id

\n", "signature": "(self, unit_id: str, val: bool) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_unit_expired": {"fullname": "mephisto.abstractions.providers.mock.mock_datastore.MockDatastore.get_unit_expired", "modulename": "mephisto.abstractions.providers.mock.mock_datastore", "qualname": "MockDatastore.get_unit_expired", "type": "function", "doc": "

Get the registration status of a unit

\n", "signature": "(self, unit_id: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_provider": {"fullname": "mephisto.abstractions.providers.mock.mock_provider", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_provider.MockProviderArgs": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProviderArgs", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProviderArgs", "type": "class", "doc": "

Base class for arguments to configure Crowd Providers

\n", "bases": "mephisto.abstractions.crowd_provider.ProviderArgs"}, "mephisto.abstractions.providers.mock.mock_provider.MockProviderArgs.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProviderArgs.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProviderArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, _provider_type: str = 'mock', requester_name: str = '???')", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider", "type": "class", "doc": "

Mock implementation of a CrowdProvider that stores everything\nin a local state in the class for use in tests.

\n", "bases": "mephisto.abstractions.crowd_provider.CrowdProvider"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.UnitClass": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.UnitClass", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.UnitClass", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n\n

It should be extended for usage with a specific crowd provider

\n", "bases": "mephisto.data_model.unit.Unit"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.RequesterClass": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.RequesterClass", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.RequesterClass", "type": "class", "doc": "

High level class representing a requester on some kind of crowd provider. Sets some default\ninitializations, but mostly should be extended by the specific requesters for crowd providers\nwith whatever implementation details are required to get those to work.

\n", "bases": "mephisto.data_model.requester.Requester"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.WorkerClass": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.WorkerClass", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.WorkerClass", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model.worker.Worker"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.AgentClass": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.AgentClass", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.AgentClass", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model.agent.Agent"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.ArgsClass": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.ArgsClass", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.ArgsClass", "type": "class", "doc": "

Base class for arguments to configure Crowd Providers

\n", "bases": "mephisto.abstractions.crowd_provider.ProviderArgs"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mock'"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.initialize_provider_datastore": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.initialize_provider_datastore", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.initialize_provider_datastore", "type": "function", "doc": "

Mocks don't need any initialization

\n", "signature": "(self, storage_path: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.setup_resources_for_task_run": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.setup_resources_for_task_run", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.setup_resources_for_task_run", "type": "function", "doc": "

Mocks don't do any initialization

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.cleanup_resources_from_task_run": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.cleanup_resources_from_task_run", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.cleanup_resources_from_task_run", "type": "function", "doc": "

Mocks don't do any initialization

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_provider.MockProvider.get_wrapper_js_path": {"fullname": "mephisto.abstractions.providers.mock.mock_provider.MockProvider.get_wrapper_js_path", "modulename": "mephisto.abstractions.providers.mock.mock_provider", "qualname": "MockProvider.get_wrapper_js_path", "type": "function", "doc": "

Return the path to the wrap_crowd_source.js file for this\nprovider to be deployed to the server

\n", "signature": "(cls)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester": {"fullname": "mephisto.abstractions.providers.mock.mock_requester", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequesterArgs", "type": "class", "doc": "

MockRequesterArgs(name: str = 'MOCK_REQUESTER', force_fail: bool = False)

\n", "bases": "mephisto.data_model.requester.RequesterArgs"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequesterArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, name: str = 'MOCK_REQUESTER', force_fail: bool = False)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.name": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.name", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequesterArgs.name", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'MOCK_REQUESTER'"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.force_fail": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequesterArgs.force_fail", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequesterArgs.force_fail", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester", "type": "class", "doc": "

High level class representing a requester on some kind of crowd provider. Sets some default\ninitializations, but mostly should be extended by the specific requesters for crowd providers\nwith whatever implementation details are required to get those to work.

\n", "bases": "mephisto.data_model.requester.Requester"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Requester class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Requester\nas you will instead be returned the correct Requester class according to\nthe crowdprovider associated with this Requester.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.ArgsClass": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.ArgsClass", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.ArgsClass", "type": "class", "doc": "

MockRequesterArgs(name: str = 'MOCK_REQUESTER', force_fail: bool = False)

\n", "bases": "mephisto.data_model.requester.RequesterArgs"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.register": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.register", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.register", "type": "function", "doc": "

Mock requesters don't actually register credentials

\n", "signature": "(\n self,\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.is_registered": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.is_registered", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.is_registered", "type": "function", "doc": "

Return the registration status

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.get_available_budget": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.get_available_budget", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.get_available_budget", "type": "function", "doc": "

MockRequesters have $100000 to spend

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.is_sandbox": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.is_sandbox", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.is_sandbox", "type": "function", "doc": "

MockRequesters are for testing only, and are thus treated as sandbox

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_requester.MockRequester.new": {"fullname": "mephisto.abstractions.providers.mock.mock_requester.MockRequester.new", "modulename": "mephisto.abstractions.providers.mock.mock_requester", "qualname": "MockRequester.new", "type": "function", "doc": "

Try to create a new requester by this name, raise an exception if\nthe name already exists.

\n\n

Implementation should call _register_requester(db, requester_id) when sure the requester\ncan be successfully created to have it put into the db and return the result.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n requester_name: str\n) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_unit": {"fullname": "mephisto.abstractions.providers.mock.mock_unit", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n\n

It should be extended for usage with a specific crowd provider

\n", "bases": "mephisto.data_model.unit.Unit"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Unit class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a Unit\nas you will instead be returned the correct Unit class according to\nthe crowdprovider associated with this Unit.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit.launch": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit.launch", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit.launch", "type": "function", "doc": "

Mock launches do nothing right now beyond updating state

\n", "signature": "(self, task_url: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit.expire": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit.expire", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit.expire", "type": "function", "doc": "

Expiration is immediate on Mocks

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit.is_expired": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit.is_expired", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit.is_expired", "type": "function", "doc": "

Determine if this unit is expired as according to the vendor.

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_unit.MockUnit.new": {"fullname": "mephisto.abstractions.providers.mock.mock_unit.MockUnit.new", "modulename": "mephisto.abstractions.providers.mock.mock_unit", "qualname": "MockUnit.new", "type": "function", "doc": "

Create a Unit for the given assignment

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n assignment: mephisto.data_model.assignment.Assignment,\n index: int,\n pay_amount: float\n) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker": {"fullname": "mephisto.abstractions.providers.mock.mock_worker", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model.worker.Worker"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.__init__": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.__init__", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Worker class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Worker\nas you will instead be returned the correct Worker class according to\nthe crowdprovider associated with this Worker.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.bonus_worker": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.bonus_worker", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.bonus_worker", "type": "function", "doc": "

Bonus this worker for work any reason. Return success of bonus

\n", "signature": "(\n self,\n amount: float,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.block_worker": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.block_worker", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.block_worker", "type": "function", "doc": "

Block this worker for a specified reason. Return success of block

\n", "signature": "(\n self,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None,\n requester: Union[mephisto.data_model.requester.Requester, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.unblock_worker": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.unblock_worker", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.unblock_worker", "type": "function", "doc": "

unblock a blocked worker for the specified reason. Return success of unblock

\n", "signature": "(\n self,\n reason: str,\n requester: mephisto.data_model.requester.Requester\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.is_blocked": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.is_blocked", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.is_blocked", "type": "function", "doc": "

Determine if a worker is blocked

\n", "signature": "(self, requester: mephisto.data_model.requester.Requester) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.is_eligible": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.is_eligible", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.is_eligible", "type": "function", "doc": "

Determine if this worker is eligible for the given task run

\n", "signature": "(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mock.mock_worker.MockWorker.new": {"fullname": "mephisto.abstractions.providers.mock.mock_worker.MockWorker.new", "modulename": "mephisto.abstractions.providers.mock.mock_worker", "qualname": "MockWorker.new", "type": "function", "doc": "

Create a new worker attached to the given identifier, assuming it doesn't already\nexist in the database.

\n\n

Implementation should return the result of _register_worker when sure the worker\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker_id: str\n) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.abstractions.providers.mock.provider_type": {"fullname": "mephisto.abstractions.providers.mock.provider_type", "modulename": "mephisto.abstractions.providers.mock.provider_type", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk": {"fullname": "mephisto.abstractions.providers.mturk", "modulename": "mephisto.abstractions.providers.mturk", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_agent": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model.agent.Agent"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Agent class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Agent\nas you will instead be returned the correct Agent class according to\nthe crowdprovider associated with this Agent.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk'"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.new_from_provider_data": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.new_from_provider_data", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.new_from_provider_data", "type": "function", "doc": "

Wrapper around the new method that allows registering additional\nbookkeeping information from a crowd provider for this agent

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit,\n provider_data: Dict[str, Any]\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.attempt_to_reconcile_submitted_data": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.attempt_to_reconcile_submitted_data", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.attempt_to_reconcile_submitted_data", "type": "function", "doc": "

Hacky attempt to load the data directly from MTurk to handle\ndata submitted that we missed somehow. Chance of failure is\ncertainly non-zero.

\n", "signature": "(self, mturk_hit_id: str)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.approve_work": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.approve_work", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.approve_work", "type": "function", "doc": "

Approve the work done on this specific Unit

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.reject_work": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.reject_work", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.reject_work", "type": "function", "doc": "

Reject the work done on this specific Unit

\n", "signature": "(self, reason) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.mark_done": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.mark_done", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.mark_done", "type": "function", "doc": "

MTurk agents are marked as done on the side of MTurk, so if this agent\nis marked as done there's nothing else we need to do as the task has been\nsubmitted.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.new": {"fullname": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent.new", "modulename": "mephisto.abstractions.providers.mturk.mturk_agent", "qualname": "MTurkAgent.new", "type": "function", "doc": "

Create an agent for this worker to be used for work on the given Unit.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore", "type": "class", "doc": "

Handles storing multiple sessions for different requesters\nacross a single mephisto thread (locked to a MephistoDB).\nAlso creates a relevant tables for mapping between MTurk\nand mephisto.

\n"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.__init__", "type": "function", "doc": "

Initialize the session storage to empty, initialize tables if needed

\n", "signature": "(self, datastore_root: str)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.init_tables": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.init_tables", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.init_tables", "type": "function", "doc": "

Run all the table creation SQL queries to ensure the expected tables exist

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.is_hit_mapping_in_sync": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.is_hit_mapping_in_sync", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.is_hit_mapping_in_sync", "type": "function", "doc": "

Determine if a cached value from the given compare time is still valid

\n", "signature": "(self, unit_id: str, compare_time: float)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.new_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.new_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.new_hit", "type": "function", "doc": "

Register a new HIT mapping in the table

\n", "signature": "(self, hit_id: str, hit_link: str, duration: int, run_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_unassigned_hit_ids": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_unassigned_hit_ids", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_unassigned_hit_ids", "type": "function", "doc": "

Return a list of all HIT ids that haven't been assigned

\n", "signature": "(self, run_id: str)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.register_assignment_to_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.register_assignment_to_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.register_assignment_to_hit", "type": "function", "doc": "

Register a specific assignment and hit to the given unit,\nor clear the assignment after a return

\n", "signature": "(\n self,\n hit_id: str,\n unit_id: Union[str, NoneType] = None,\n assignment_id: Union[str, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.clear_hit_from_unit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.clear_hit_from_unit", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.clear_hit_from_unit", "type": "function", "doc": "

Clear the hit mapping that maps the given unit,\nif such a unit-hit map exists

\n", "signature": "(self, unit_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_hit_mapping": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_hit_mapping", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_hit_mapping", "type": "function", "doc": "

Get the mapping between Mephisto IDs and MTurk ids

\n", "signature": "(self, unit_id: str) -> sqlite3.Row", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.register_run": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.register_run", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.register_run", "type": "function", "doc": "

Register a new task run in the mturk table

\n", "signature": "(\n self,\n run_id: str,\n hit_type_id: str,\n hit_config_path: str,\n frame_height: int = 0\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_run": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_run", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_run", "type": "function", "doc": "

Get the details for a run by task_run_id

\n", "signature": "(self, run_id: str) -> sqlite3.Row", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.create_qualification_mapping": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.create_qualification_mapping", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.create_qualification_mapping", "type": "function", "doc": "

Create a mapping between mephisto qualification name and mturk\nqualification details in the local datastore.

\n\n

Repeat entries with the same qualification_name will be idempotent

\n", "signature": "(\n self,\n qualification_name: str,\n requester_id: str,\n mturk_qualification_name: str,\n mturk_qualification_id: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_qualification_mapping": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_qualification_mapping", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_qualification_mapping", "type": "function", "doc": "

Get the mapping between Mephisto qualifications and MTurk qualifications

\n", "signature": "(self, qualification_name: str) -> Union[sqlite3.Row, NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_session_for_requester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_session_for_requester", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_session_for_requester", "type": "function", "doc": "

Either create a new session for the given requester or return\nthe existing one if it has already been created

\n", "signature": "(self, requester_name: str) -> boto3.session.Session", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_client_for_requester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_client_for_requester", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_client_for_requester", "type": "function", "doc": "

Return the client for the given requester, which should allow\ndirect calls to the mturk surface

\n", "signature": "(self, requester_name: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_sandbox_client_for_requester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_datastore.MTurkDatastore.get_sandbox_client_for_requester", "modulename": "mephisto.abstractions.providers.mturk.mturk_datastore", "qualname": "MTurkDatastore.get_sandbox_client_for_requester", "type": "function", "doc": "

Return the client for the given requester, which should allow\ndirect calls to the mturk surface

\n", "signature": "(self, requester_name: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProviderArgs", "type": "class", "doc": "

Provider args for an MTurk provider

\n", "bases": "mephisto.abstractions.crowd_provider.ProviderArgs"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProviderArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, _provider_type: str = 'mturk', requester_name: str = '???')", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider", "type": "class", "doc": "

Implementation of a crowdprovider that interfaces with MTurk

\n", "bases": "mephisto.abstractions.crowd_provider.CrowdProvider"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk'"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.UnitClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.UnitClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.UnitClass", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n", "bases": "mephisto.data_model.unit.Unit"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.RequesterClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.RequesterClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.RequesterClass", "type": "class", "doc": "

Wrapper for requester behavior as provided by MTurk. Makes\nall requests directly to MTurk through boto3.

\n", "bases": "mephisto.data_model.requester.Requester"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.WorkerClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.WorkerClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.WorkerClass", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model.worker.Worker"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.AgentClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.AgentClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.AgentClass", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model.agent.Agent"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.ArgsClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.ArgsClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.ArgsClass", "type": "class", "doc": "

Provider args for an MTurk provider

\n", "bases": "mephisto.abstractions.crowd_provider.ProviderArgs"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.initialize_provider_datastore": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.initialize_provider_datastore", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.initialize_provider_datastore", "type": "function", "doc": "

MTurk itself is the source of truth for most data required to run\ntasks on MTurk. The datastore holds sessions to connect with\nMTurk as well as mappings between MTurk ids and Mephisto ids

\n", "signature": "(self, storage_path: str) -> Any", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.setup_resources_for_task_run": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.setup_resources_for_task_run", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.setup_resources_for_task_run", "type": "function", "doc": "

Produce the HIT type for this task run.

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n args: omegaconf.dictconfig.DictConfig,\n shared_state: mephisto.abstractions.blueprint.SharedTaskState,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.cleanup_resources_from_task_run": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.cleanup_resources_from_task_run", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.cleanup_resources_from_task_run", "type": "function", "doc": "

No cleanup necessary for task type

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n server_url: str\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.get_wrapper_js_path": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.get_wrapper_js_path", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.get_wrapper_js_path", "type": "function", "doc": "

Return the path to the wrap_crowd_source.js file for this\nprovider to be deployed to the server

\n", "signature": "(cls)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.cleanup_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider.cleanup_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_provider", "qualname": "MTurkProvider.cleanup_qualification", "type": "function", "doc": "

Remove the qualification from the sandbox server, if it exists

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequesterArgs", "type": "class", "doc": "

MTurkRequesterArgs(name: str = '???', _group: str = 'MTurkRequester', access_key_id: str = '???', secret_access_key: str = '???')

\n", "bases": "mephisto.data_model.requester.RequesterArgs"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequesterArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n name: str = '???',\n _group: str = 'MTurkRequester',\n access_key_id: str = '???',\n secret_access_key: str = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.access_key_id": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.access_key_id", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequesterArgs.access_key_id", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.secret_access_key": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequesterArgs.secret_access_key", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequesterArgs.secret_access_key", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester", "type": "class", "doc": "

Wrapper for requester behavior as provided by MTurk. Makes\nall requests directly to MTurk through boto3.

\n", "bases": "mephisto.data_model.requester.Requester"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Requester class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Requester\nas you will instead be returned the correct Requester class according to\nthe crowdprovider associated with this Requester.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk'"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.ArgsClass": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.ArgsClass", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.ArgsClass", "type": "class", "doc": "

MTurkRequesterArgs(name: str = '???', _group: str = 'MTurkRequester', access_key_id: str = '???', secret_access_key: str = '???')

\n", "bases": "mephisto.data_model.requester.RequesterArgs"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.register": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.register", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.register", "type": "function", "doc": "

Register this requester with the crowd provider by providing any required credentials\nor such. If no args are provided, assume the registration is already made and try\nto assert it as such.

\n", "signature": "(\n self,\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.is_registered": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.is_registered", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.is_registered", "type": "function", "doc": "

Return whether or not this requester has registered yet

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.get_available_budget": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.get_available_budget", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.get_available_budget", "type": "function", "doc": "

Get the available budget from MTurk

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.new": {"fullname": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester.new", "modulename": "mephisto.abstractions.providers.mturk.mturk_requester", "qualname": "MTurkRequester.new", "type": "function", "doc": "

Try to create a new requester by this name, raise an exception if\nthe name already exists.

\n\n

Implementation should call _register_requester(db, requester_id) when sure the requester\ncan be successfully created to have it put into the db and return the result.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n requester_name: str\n) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n", "bases": "mephisto.data_model.unit.Unit"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Unit class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a Unit\nas you will instead be returned the correct Unit class according to\nthe crowdprovider associated with this Unit.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk'"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.register_from_provider_data": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.register_from_provider_data", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.register_from_provider_data", "type": "function", "doc": "

Update the datastore and local information from this registration

\n", "signature": "(self, hit_id: str, mturk_assignment_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_mturk_assignment_id": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_mturk_assignment_id", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.get_mturk_assignment_id", "type": "function", "doc": "

Return the MTurk assignment id associated with this unit

\n", "signature": "(self) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_mturk_hit_id": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_mturk_hit_id", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.get_mturk_hit_id", "type": "function", "doc": "

Return the MTurk hit id associated with this unit

\n", "signature": "(self) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_requester": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_requester", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.get_requester", "type": "function", "doc": "

Wrapper around regular Requester as this will be MTurkRequesters

\n", "signature": "(\n self\n) -> mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.set_db_status": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.set_db_status", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.set_db_status", "type": "function", "doc": "

Set the status reflected in the database for this Unit

\n", "signature": "(self, status: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.clear_assigned_agent": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.clear_assigned_agent", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.clear_assigned_agent", "type": "function", "doc": "

Additionally to clearing the agent, we also need to dissociate the\nhit_id from this unit in the MTurkDatastore

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_status": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.get_status", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.get_status", "type": "function", "doc": "

Get status for this unit directly from MTurk, fall back on local info

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.launch": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.launch", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.launch", "type": "function", "doc": "

Create this HIT on MTurk (making it availalbe) and register the ids in the local db

\n", "signature": "(self, task_url: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.expire": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.expire", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.expire", "type": "function", "doc": "

Send a request to expire the HIT, and if it's not assigned return,\notherwise just return the maximum assignment duration

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.is_expired": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.is_expired", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.is_expired", "type": "function", "doc": "

Determine if this unit is expired as according to the vendor.

\n\n

In this case, we keep track of the expiration locally by refreshing\nthe hit's status and seeing if we've expired.

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.new": {"fullname": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit.new", "modulename": "mephisto.abstractions.providers.mturk.mturk_unit", "qualname": "MTurkUnit.new", "type": "function", "doc": "

Create a Unit for the given assignment

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n assignment: mephisto.data_model.assignment.Assignment,\n index: int,\n pay_amount: float\n) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_utils.client_is_sandbox": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.client_is_sandbox", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "client_is_sandbox", "type": "function", "doc": "

Determine if the given client is communicating with\nthe live server or a sandbox

\n", "signature": "(client: Any) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.check_aws_credentials": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.check_aws_credentials", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "check_aws_credentials", "type": "function", "doc": "

\n", "signature": "(profile_name: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.setup_aws_credentials": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.setup_aws_credentials", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "setup_aws_credentials", "type": "function", "doc": "

\n", "signature": "(\n profile_name: str,\n register_args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.calculate_mturk_task_fee": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.calculate_mturk_task_fee", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "calculate_mturk_task_fee", "type": "function", "doc": "

MTurk Pricing: https://requester.mturk.com/pricing\n20% fee on the reward and bonus amount (if any) you pay Workers.

\n", "signature": "(task_amount: float) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.calculate_mturk_bonus_fee": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.calculate_mturk_bonus_fee", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "calculate_mturk_bonus_fee", "type": "function", "doc": "

MTurk Pricing: https://requester.mturk.com/pricing\n20% fee on the reward and bonus amount (if any) you pay Workers.

\n", "signature": "(bonus_amount: float) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.get_requester_balance": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.get_requester_balance", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "get_requester_balance", "type": "function", "doc": "

Get the balance for the requester associated with this client

\n", "signature": "(client: Any) -> float", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.check_mturk_balance": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.check_mturk_balance", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "check_mturk_balance", "type": "function", "doc": "

Checks to see if there is at least balance_needed amount in the\nrequester account, returns True if the balance is greater than\nbalance_needed

\n", "signature": "(client: Any, balance_needed: float)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_config": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_config", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "create_hit_config", "type": "function", "doc": "

Writes a HIT config to file

\n", "signature": "(\n opt: Dict[str, Any],\n task_description: str,\n unique_worker: bool,\n is_sandbox: bool\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.delete_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.delete_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "delete_qualification", "type": "function", "doc": "

Deletes a qualification by id

\n", "signature": "(client: Any, qualification_id: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.find_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.find_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "find_qualification", "type": "function", "doc": "

Query amazon to find the existing qualification name, return the Id,\notherwise return none.\nIf must_be_owned is true, it only returns qualifications owned by the user.\nWill return False if it finds another's qualification

\n\n

The return format is (meets_owner_constraint, qual_id)

\n", "signature": "(\n client: Any,\n qualification_name: str,\n must_be_owned: bool = True\n) -> Tuple[bool, Union[str, NoneType]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.find_or_create_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.find_or_create_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "find_or_create_qualification", "type": "function", "doc": "

Query amazon to find the existing qualification name, return the Id. If\nit exists and must_be_owned is true but we don't own it, this returns none.\nIf it doesn't exist, the qualification is created

\n", "signature": "(\n client: Any,\n qualification_name: str,\n description: str,\n must_be_owned: bool = True\n) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.give_worker_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.give_worker_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "give_worker_qualification", "type": "function", "doc": "

Give a qualification to the given worker

\n", "signature": "(\n client: Any,\n worker_id: str,\n qualification_id: str,\n value: Union[int, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.remove_worker_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.remove_worker_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "remove_worker_qualification", "type": "function", "doc": "

Give a qualification to the given worker

\n", "signature": "(\n client: Any,\n worker_id: str,\n qualification_id: str,\n reason: str = ''\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.convert_mephisto_qualifications": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.convert_mephisto_qualifications", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "convert_mephisto_qualifications", "type": "function", "doc": "

Convert qualifications from mephisto's format to MTurk's

\n", "signature": "(client: Any, qualifications: List[Dict[str, Any]])", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_type": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_type", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "create_hit_type", "type": "function", "doc": "

Create a HIT type to be used to generate HITs of the requested params

\n", "signature": "(\n client: Any,\n task_args: omegaconf.dictconfig.DictConfig,\n qualifications: List[Dict[str, Any]],\n auto_approve_delay: Union[int, NoneType] = 604800,\n skip_locale_qual=False\n) -> str", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.create_compensation_hit_with_hit_type": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.create_compensation_hit_with_hit_type", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "create_compensation_hit_with_hit_type", "type": "function", "doc": "

Creates a simple compensation HIT to direct workers to submit

\n", "signature": "(\n client: Any,\n reason: str,\n hit_type_id: str,\n num_assignments: int = 1\n) -> Tuple[str, str, Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_with_hit_type": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.create_hit_with_hit_type", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "create_hit_with_hit_type", "type": "function", "doc": "

Creates the actual HIT given the type and page to direct clients to

\n", "signature": "(\n client: Any,\n frame_height: int,\n page_url: str,\n hit_type_id: str,\n num_assignments: int = 1\n) -> Tuple[str, str, Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.expire_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.expire_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "expire_hit", "type": "function", "doc": "

\n", "signature": "(client: Any, hit_id: str)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.get_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.get_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "get_hit", "type": "function", "doc": "

Get hit from mturk by hit_id

\n", "signature": "(client: Any, hit_id: str) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.get_assignment": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.get_assignment", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "get_assignment", "type": "function", "doc": "

Gets assignment from mturk by assignment_id. Only works if the\nassignment is in a completed state

\n", "signature": "(client: Any, assignment_id: str) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.get_assignments_for_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.get_assignments_for_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "get_assignments_for_hit", "type": "function", "doc": "

Get completed assignments for a hit

\n", "signature": "(client: Any, hit_id: str) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.approve_work": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.approve_work", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "approve_work", "type": "function", "doc": "

approve work for a given assignment through the mturk client

\n", "signature": "(\n client: Any,\n assignment_id: str,\n override_rejection: bool = False\n) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.reject_work": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.reject_work", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "reject_work", "type": "function", "doc": "

reject work for a given assignment through the mturk client

\n", "signature": "(client: Any, assignment_id: str, reason: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.approve_assignments_for_hit": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.approve_assignments_for_hit", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "approve_assignments_for_hit", "type": "function", "doc": "

Approve work for assignments associated with a given hit, through\nmturk client

\n", "signature": "(client: Any, hit_id: str, override_rejection: bool = False)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.block_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.block_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "block_worker", "type": "function", "doc": "

Block a worker by id using the mturk client, passes reason along

\n", "signature": "(client: Any, worker_id: str, reason: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.unblock_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.unblock_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "unblock_worker", "type": "function", "doc": "

Remove a block on the given worker

\n", "signature": "(client: Any, worker_id: str, reason: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.is_worker_blocked": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.is_worker_blocked", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "is_worker_blocked", "type": "function", "doc": "

Determine if the given worker is blocked by this client

\n", "signature": "(client: Any, worker_id: str) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.pay_bonus": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.pay_bonus", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "pay_bonus", "type": "function", "doc": "

Handles paying bonus to a Turker, fails for insufficient funds.\nReturns True on success and False on failure

\n", "signature": "(\n client: Any,\n worker_id: str,\n bonus_amount: float,\n assignment_id: str,\n reason: str,\n unique_request_token: str\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.email_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.email_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "email_worker", "type": "function", "doc": "

Send an email to a worker through the mturk client

\n", "signature": "(\n client: Any,\n worker_id: str,\n subject: str,\n message_text: str\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.get_outstanding_hits": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.get_outstanding_hits", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "get_outstanding_hits", "type": "function", "doc": "

Return the HITs sorted by HITTypeId that are still on the MTurk Server

\n", "signature": "(client: Any) -> Dict[str, List[Dict[str, Any]]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_utils.expire_and_dispose_hits": {"fullname": "mephisto.abstractions.providers.mturk.mturk_utils.expire_and_dispose_hits", "modulename": "mephisto.abstractions.providers.mturk.mturk_utils", "qualname": "expire_and_dispose_hits", "type": "function", "doc": "

Loops over attempting to expire and dispose any hits in the hits list that can be disposed\nReturns any HITs that could not be disposed of

\n", "signature": "(\n client: Any,\n hits: List[Dict[str, Any]],\n quiet: bool = False\n) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model.worker.Worker"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.__init__": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.__init__", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Worker class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Worker\nas you will instead be returned the correct Worker class according to\nthe crowdprovider associated with this Worker.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk'"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.get_from_mturk_worker_id": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.get_from_mturk_worker_id", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.get_from_mturk_worker_id", "type": "function", "doc": "

Get the MTurkWorker from the given worker_id

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n mturk_worker_id: str\n) -> Union[mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker, NoneType]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.get_mturk_worker_id": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.get_mturk_worker_id", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.get_mturk_worker_id", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.grant_crowd_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.grant_crowd_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.grant_crowd_qualification", "type": "function", "doc": "

Grant a qualification by the given name to this worker. Check the local\nMTurk db to find the matching MTurk qualification to grant, and pass\nthat. If no qualification exists, try to create one.

\n\n

In creating a new qualification, Mephisto resolves the ambiguity over which\nrequester to associate that qualification with by using the FIRST requester\nof the given account type (either mturk or mturk_sandbox)

\n", "signature": "(self, qualification_name: str, value: int = 1) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.revoke_crowd_qualification": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.revoke_crowd_qualification", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.revoke_crowd_qualification", "type": "function", "doc": "

Revoke the qualification by the given name from this worker. Check the local\nMTurk db to find the matching MTurk qualification to revoke, pass if\nno such qualification exists.

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.bonus_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.bonus_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.bonus_worker", "type": "function", "doc": "

Bonus this worker for work any reason. Return tuple of success and failure message

\n", "signature": "(\n self,\n amount: float,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.block_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.block_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.block_worker", "type": "function", "doc": "

Block this worker for a specified reason. Return success of block

\n", "signature": "(\n self,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None,\n requester: Union[mephisto.data_model.requester.Requester, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.unblock_worker": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.unblock_worker", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.unblock_worker", "type": "function", "doc": "

unblock a blocked worker for the specified reason. Return success of unblock

\n", "signature": "(\n self,\n reason: str,\n requester: mephisto.data_model.requester.Requester\n) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.is_blocked": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.is_blocked", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.is_blocked", "type": "function", "doc": "

Determine if a worker is blocked

\n", "signature": "(self, requester: mephisto.data_model.requester.Requester) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.is_eligible": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.is_eligible", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.is_eligible", "type": "function", "doc": "

Qualifications are handled primarily by MTurk, so if a worker is able to get\nthrough to be able to access the task, they should be eligible

\n", "signature": "(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.new": {"fullname": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker.new", "modulename": "mephisto.abstractions.providers.mturk.mturk_worker", "qualname": "MTurkWorker.new", "type": "function", "doc": "

Create a new worker attached to the given identifier, assuming it doesn't already\nexist in the database.

\n\n

Implementation should return the result of _register_worker when sure the worker\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker_id: str\n) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.provider_type": {"fullname": "mephisto.abstractions.providers.mturk.provider_type", "modulename": "mephisto.abstractions.providers.mturk.provider_type", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.utils": {"fullname": "mephisto.abstractions.providers.mturk.utils", "modulename": "mephisto.abstractions.providers.mturk.utils", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.utils.script_utils": {"fullname": "mephisto.abstractions.providers.mturk.utils.script_utils", "modulename": "mephisto.abstractions.providers.mturk.utils.script_utils", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk.utils.script_utils.direct_soft_block_mturk_workers": {"fullname": "mephisto.abstractions.providers.mturk.utils.script_utils.direct_soft_block_mturk_workers", "modulename": "mephisto.abstractions.providers.mturk.utils.script_utils", "qualname": "direct_soft_block_mturk_workers", "type": "function", "doc": "

Directly assign the soft blocking MTurk qualification that Mephisto\nassociates with soft_block_qual_name to all of the MTurk worker ids\nin worker_list. If requester_name is not provided, it will use the\nmost recently registered mturk requester in the database.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker_list: List[str],\n soft_block_qual_name: str,\n requester_name: Union[str, NoneType] = None\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk.utils.script_utils.get_mturk_ids_from_unit_id": {"fullname": "mephisto.abstractions.providers.mturk.utils.script_utils.get_mturk_ids_from_unit_id", "modulename": "mephisto.abstractions.providers.mturk.utils.script_utils", "qualname": "get_mturk_ids_from_unit_id", "type": "function", "doc": "

Find the relevant mturk ids from the given mephisto unit id

\n", "signature": "(db, unit_id: str) -> Dict[str, Union[str, NoneType]]", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox": {"fullname": "mephisto.abstractions.providers.mturk_sandbox", "modulename": "mephisto.abstractions.providers.mturk_sandbox", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.provider_type": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.provider_type", "modulename": "mephisto.abstractions.providers.mturk_sandbox.provider_type", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent", "qualname": "SandboxMTurkAgent", "type": "class", "doc": "

Wrapper for a regular MTurk agent that will only communicate with sandbox

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent", "qualname": "SandboxMTurkAgent.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk_sandbox'"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent.new": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent.SandboxMTurkAgent.new", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_agent", "qualname": "SandboxMTurkAgent.new", "type": "function", "doc": "

Create an agent for this worker to be used for work on the given Unit.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProviderArgs": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProviderArgs", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProviderArgs", "type": "class", "doc": "

Provider args for a sandbox MTurk provider

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProviderArgs.__init__": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProviderArgs.__init__", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProviderArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n _provider_type: str = 'mturk_sandbox',\n requester_name: str = '???'\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider", "type": "class", "doc": "

Mock implementation of a CrowdProvider that stores everything\nin a local state in the class for use in tests.

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProvider"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk_sandbox'"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.UnitClass": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.UnitClass", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.UnitClass", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.RequesterClass": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.RequesterClass", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.RequesterClass", "type": "class", "doc": "

Wrapper around regular requester that handles removing the appended \"sandbox\" name

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.WorkerClass": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.WorkerClass", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.WorkerClass", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.AgentClass": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.AgentClass", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.AgentClass", "type": "class", "doc": "

Wrapper for a regular MTurk agent that will only communicate with sandbox

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_agent.MTurkAgent"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.ArgsClass": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.ArgsClass", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.ArgsClass", "type": "class", "doc": "

Provider args for a sandbox MTurk provider

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_provider.MTurkProviderArgs"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.get_wrapper_js_path": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.get_wrapper_js_path", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.get_wrapper_js_path", "type": "function", "doc": "

Return the path to the wrap_crowd_source.js file for this\nprovider to be deployed to the server

\n", "signature": "(cls)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.cleanup_qualification": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider.SandboxMTurkProvider.cleanup_qualification", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_provider", "qualname": "SandboxMTurkProvider.cleanup_qualification", "type": "function", "doc": "

Remove the qualification from the sandbox server

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "qualname": "SandboxMTurkRequester", "type": "class", "doc": "

Wrapper around regular requester that handles removing the appended \"sandbox\" name

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_requester.MTurkRequester"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.__init__": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.__init__", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "qualname": "SandboxMTurkRequester.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Requester class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Requester\nas you will instead be returned the correct Requester class according to\nthe crowdprovider associated with this Requester.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "qualname": "SandboxMTurkRequester.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk_sandbox'"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.is_sandbox": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.is_sandbox", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "qualname": "SandboxMTurkRequester.is_sandbox", "type": "function", "doc": "

Determine if this is a requester on sandbox

\n", "signature": "(cls) -> bool", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.new": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester.SandboxMTurkRequester.new", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_requester", "qualname": "SandboxMTurkRequester.new", "type": "function", "doc": "

Try to create a new requester by this name, raise an exception if\nthe name already exists.

\n\n

Implementation should call _register_requester(db, requester_id) when sure the requester\ncan be successfully created to have it put into the db and return the result.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n requester_name: str\n) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit", "qualname": "SandboxMTurkUnit", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_unit.MTurkUnit"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit", "qualname": "SandboxMTurkUnit.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk_sandbox'"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit.new": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit.SandboxMTurkUnit.new", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_unit", "qualname": "SandboxMTurkUnit.new", "type": "function", "doc": "

Create a Unit for the given assignment

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n assignment: mephisto.data_model.assignment.Assignment,\n index: int,\n pay_amount: float\n) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "type": "module", "doc": "

\n"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.abstractions.providers.mturk.mturk_worker.MTurkWorker"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.__init__": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.__init__", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Worker class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Worker\nas you will instead be returned the correct Worker class according to\nthe crowdprovider associated with this Worker.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.PROVIDER_TYPE": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.PROVIDER_TYPE", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker.PROVIDER_TYPE", "type": "variable", "doc": "

\n", "default_value": " = 'mturk_sandbox'"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.grant_crowd_qualification": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.grant_crowd_qualification", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker.grant_crowd_qualification", "type": "function", "doc": "

Grant a qualification by the given name to this worker. Check the local\nMTurk db to find the matching MTurk qualification to grant, and pass\nthat. If no qualification exists, try to create one.

\n", "signature": "(self, qualification_name: str, value: int = 1) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.revoke_crowd_qualification": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.revoke_crowd_qualification", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker.revoke_crowd_qualification", "type": "function", "doc": "

Revoke the qualification by the given name from this worker. Check the local\nMTurk db to find the matching MTurk qualification to revoke, pass if\nno such qualification exists.

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.new": {"fullname": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker.SandboxMTurkWorker.new", "modulename": "mephisto.abstractions.providers.mturk_sandbox.sandbox_mturk_worker", "qualname": "SandboxMTurkWorker.new", "type": "function", "doc": "

Create a new worker attached to the given identifier, assuming it doesn't already\nexist in the database.

\n\n

Implementation should return the result of _register_worker when sure the worker\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker_id: str\n) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.client": {"fullname": "mephisto.client", "modulename": "mephisto.client", "type": "module", "doc": "

API specifications

\n\n

All of the endpoints below are GET unless specified otherwise.

\n\n

These specs are to be implemented in mephisto/client/api.py.

\n\n

Key: \ud83d\udc9a - Data Complete / \ud83d\udc9b - Data Mocked / \ud83d\udc9c - Consumed by UI / \ud83d\udda4 - Not consumed by UI

\n\n

WIP Endpoints / Backlog

\n\n
    \n
  • Endpoints for actions to modify the review state of a Unit
    • \n
  • Endpoint for getting the URL of a task and it's data to show
    • \n
  • Make error reponse format more consistent across all endpoints / types of errors. Some stuff from the wild:\n
      \n
    • https://stripe.com/docs/api/errors
      • \n
    • https://cloud.google.com/apis/design/errors#http_mapping
      • \n
    • \n
\n\n
\n\n

\ud83d\udd75\ufe0f\u200d\u2640\ufe0f Requesters

\n\n

/requesters

\n\n

\ud83d\udc9a\ud83d\udc9c Shows a list of all the requesters that are available on the local system

\n\n

Sample response:

\n\n
{\n  \"requesters\": [\n    {\n      \"provider_type\": \"mturk\",\n      \"registered\": false,\n      \"requester_id\": \"1\",\n      \"requester_name\": \"Bob\"\n    },\n    {\n      \"provider_type\": \"mturk\",\n      \"registered\": true,\n      \"requester_id\": \"2\",\n      \"requester_name\": \"sally\"\n    }\n  ]\n}\n
\n\n

/requester/<type>

\n\n

\ud83d\udc9a\ud83d\udc9c Provides information on what params to provide if you'd like to set up a requester.

\n\n

Sample response:

\n\n
[\n  {\n    \"args\": {\n      \"access_key_id\": {\n        \"choices\": null,\n        \"default\": null,\n        \"dest\": \"access_key_id\",\n        \"help\": \"IAM Access Key ID\",\n        \"option_string\": \"--access-key-id\",\n        \"type\": \"str\"\n      },\n      // ...\n    },\n    \"desc\": \"\\n            MTurkRequester: AWS are required to create a new Requester.\\n            Please create an IAM user with programmatic access and\\n            AmazonMechanicalTurkFullAccess policy at\\n            'https://console.aws.amazon.com/iam/ (On the \\\"Set permissions\\\"\\n            page, choose \\\"Attach existing policies directly\\\" and then select\\n            \\\"AmazonMechanicalTurkFullAccess\\\" policy). After creating\\n            the IAM user, you should get an Access Key ID\\n            and Secret Access Key.\\n        \"\n  }\n]\n
\n\n

/<requester_name>/get_balance - TODO: Change to /requester/balance/<requester_name>

\n\n

\ud83d\udc9a\ud83d\udc9c

\n\n

[Discussion] Instead of balance should we make the endpoint a bit more generic, e.g. info or metadata instead? [Yes] This is because perhaps not every requester may have the concept of having a budget, although most might.

\n\n

Sample response:

\n\n
# Success:\n\n{ \"balance\": 3000 }\n\n# Error:\n\n{ message: \"Could not find the requester\" } # [501]\n
\n\n

POST /requester/<type>/register

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

Sample response:

\n\n
# Success:\n\n{\n  \"success\": true\n}\n\n# Error:\n\n{\n  \"msg\": \"No name was specified for the requester.\",\n  \"success\": false\n}\n
\n\n
\n\n

\ud83d\ude80 Launching

\n\n

/launch/options

\n\n

\ud83d\udc9b\ud83d\udc9c

\n\n

Sample response:

\n\n
{\n  \"blueprints\": [\n    { \"name\": \"Test Blueprint\", \"rank\": 1 },\n    { \"name\": \"Simple Q+A\", \"rank\": 2 }\n  ],\n  \"architects\": [\"Local\", \"Heroku\"]\n}\n
\n\n

/blueprints/<blueprint_name>/arguments

\n\n

\ud83d\udc9b\ud83d\udc9c

\n\n

Sample response:

\n\n
{ \n  \"args\": [\n    {\n      \"name\": \"Task name\",\n      \"defaultValue\": \"Default Task Name\",\n      \"helpText\": \"This is what your task will be named.\"\n    }\n  ]\n}\n
\n\n

/architects/<architect_name>/arguments

\n\n

\ud83d\udc9b\ud83d\udc9c

\n\n

Sample response:

\n\n
{\n  \"args\": [\n    {\n      \"name\": \"Port number\",\n      \"defaultValue\": 8888,\n      \"helpText\": \"Your task will be run on this port.\"\n    }\n  ]\n}\n
\n\n

POST /task_runs/launch

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

Sample request:

\n\n
{\n  \"blueprint_name\": \"Test Blueprint\",\n  \"blueprint_args\": [ { ... } ],\n  \"architect\": \"Test Architect\",\n  \"architect_args\": [ { ... } ],\n  \"requester\": <requester_id>\n}\n
\n\n

Sample response:

\n\n
# Success:\n\n{\n  \"success\": true\n}\n\n# Error:\n\n{\n  \"success\": false,\n  # TODO: How should the server provide validation feedback?\n}\n
\n\n
\n\n

\ud83d\udce5 Review

\n\n

/task_runs/running

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

[Discussion] We need to confirm and communicate what exactly we mean by a \"running\" task. Based on prior discussions, my suspicion is that this categorization is a little difficult. Let's settle on a technical definition.

\n\n

Sample response:

\n\n
{\n  live_task_count: 1,\n  task_count: 1,\n  task_runs: TaskRun[]\n}\n\n# For full example payload, see `task_runs__running` in mephisto/webapp/src/mocks.ts\n
\n\n

/task_runs/reviewable

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

Shows tasks with atleast 1 unit that is reviewable.

\n\n

Sample response:

\n\n
{\n  \"total_reviewable\": 8,\n  \"task_runs\": TaskRun[]\n}\n
\n\n

/task_runs/<task_id>/units

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

Sample response:

\n\n
{\n  \"unit_id\": <unit_id>,\n  \"view_path\": \"https://google.com\",\n  \"data\": {\n    \"name\": \"me\"\n  }\n}\n
\n\n

POST /task_runs/<task_id>/units/<unit_id>/accept

\n\n

\ud83d\udc9b\ud83d\udda4

\n\n

[Discussion] Accept params here to allow giving a bonus?

\n\n

POST /task_runs/<task_id>/units/<unit_id>/reject

\n\n

\ud83d\udc9b\ud83d\udda4

\n"}, "mephisto.client.api": {"fullname": "mephisto.client.api", "modulename": "mephisto.client.api", "type": "module", "doc": "

\n"}, "mephisto.client.api.get_available_requesters": {"fullname": "mephisto.client.api.get_available_requesters", "modulename": "mephisto.client.api", "qualname": "get_available_requesters", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.get_running_task_runs": {"fullname": "mephisto.client.api.get_running_task_runs", "modulename": "mephisto.client.api", "qualname": "get_running_task_runs", "type": "function", "doc": "

Find running tasks by querying for all task runs that aren't completed

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.get_reviewable_task_runs": {"fullname": "mephisto.client.api.get_reviewable_task_runs", "modulename": "mephisto.client.api", "qualname": "get_reviewable_task_runs", "type": "function", "doc": "

Find reviewable task runs by querying for all reviewable tasks\nand getting their runs

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.launch_options": {"fullname": "mephisto.client.api.launch_options", "modulename": "mephisto.client.api", "qualname": "launch_options", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.start_task_run": {"fullname": "mephisto.client.api.start_task_run", "modulename": "mephisto.client.api", "qualname": "start_task_run", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.view_unit": {"fullname": "mephisto.client.api.view_unit", "modulename": "mephisto.client.api", "qualname": "view_unit", "type": "function", "doc": "

\n", "signature": "(task_id)", "funcdef": "def"}, "mephisto.client.api.get_basic_task_options": {"fullname": "mephisto.client.api.get_basic_task_options", "modulename": "mephisto.client.api", "qualname": "get_basic_task_options", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.requester_details": {"fullname": "mephisto.client.api.requester_details", "modulename": "mephisto.client.api", "qualname": "requester_details", "type": "function", "doc": "

\n", "signature": "(requester_type)", "funcdef": "def"}, "mephisto.client.api.requester_register": {"fullname": "mephisto.client.api.requester_register", "modulename": "mephisto.client.api", "qualname": "requester_register", "type": "function", "doc": "

\n", "signature": "(requester_type)", "funcdef": "def"}, "mephisto.client.api.get_submitted_data": {"fullname": "mephisto.client.api.get_submitted_data", "modulename": "mephisto.client.api", "qualname": "get_submitted_data", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.get_balance": {"fullname": "mephisto.client.api.get_balance", "modulename": "mephisto.client.api", "qualname": "get_balance", "type": "function", "doc": "

\n", "signature": "(requester_name)", "funcdef": "def"}, "mephisto.client.api.requester_launch_options": {"fullname": "mephisto.client.api.requester_launch_options", "modulename": "mephisto.client.api", "qualname": "requester_launch_options", "type": "function", "doc": "

\n", "signature": "(requester_type)", "funcdef": "def"}, "mephisto.client.api.get_available_blueprints": {"fullname": "mephisto.client.api.get_available_blueprints", "modulename": "mephisto.client.api", "qualname": "get_available_blueprints", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.get_blueprint_arguments": {"fullname": "mephisto.client.api.get_blueprint_arguments", "modulename": "mephisto.client.api", "qualname": "get_blueprint_arguments", "type": "function", "doc": "

\n", "signature": "(blueprint_type)", "funcdef": "def"}, "mephisto.client.api.get_available_architects": {"fullname": "mephisto.client.api.get_available_architects", "modulename": "mephisto.client.api", "qualname": "get_available_architects", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.api.get_architect_arguments": {"fullname": "mephisto.client.api.get_architect_arguments", "modulename": "mephisto.client.api", "qualname": "get_architect_arguments", "type": "function", "doc": "

\n", "signature": "(architect_type)", "funcdef": "def"}, "mephisto.client.api.accept_unit": {"fullname": "mephisto.client.api.accept_unit", "modulename": "mephisto.client.api", "qualname": "accept_unit", "type": "function", "doc": "

\n", "signature": "(unit_id)", "funcdef": "def"}, "mephisto.client.api.reject_unit": {"fullname": "mephisto.client.api.reject_unit", "modulename": "mephisto.client.api", "qualname": "reject_unit", "type": "function", "doc": "

\n", "signature": "(unit_id)", "funcdef": "def"}, "mephisto.client.api.soft_block_unit": {"fullname": "mephisto.client.api.soft_block_unit", "modulename": "mephisto.client.api", "qualname": "soft_block_unit", "type": "function", "doc": "

\n", "signature": "(unit_id)", "funcdef": "def"}, "mephisto.client.api.hard_block_unit": {"fullname": "mephisto.client.api.hard_block_unit", "modulename": "mephisto.client.api", "qualname": "hard_block_unit", "type": "function", "doc": "

\n", "signature": "(unit_id)", "funcdef": "def"}, "mephisto.client.api.intentional_error": {"fullname": "mephisto.client.api.intentional_error", "modulename": "mephisto.client.api", "qualname": "intentional_error", "type": "function", "doc": "

A helper endpoint to test out cases in the UI where an error occurs.

\n", "signature": "(status_code)", "funcdef": "def"}, "mephisto.client.api.InvalidUsage": {"fullname": "mephisto.client.api.InvalidUsage", "modulename": "mephisto.client.api", "qualname": "InvalidUsage", "type": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "builtins.Exception"}, "mephisto.client.api.InvalidUsage.__init__": {"fullname": "mephisto.client.api.InvalidUsage.__init__", "modulename": "mephisto.client.api", "qualname": "InvalidUsage.__init__", "type": "function", "doc": "

\n", "signature": "(self, message, status_code=None, payload=None)", "funcdef": "def"}, "mephisto.client.api.InvalidUsage.status_code": {"fullname": "mephisto.client.api.InvalidUsage.status_code", "modulename": "mephisto.client.api", "qualname": "InvalidUsage.status_code", "type": "variable", "doc": "

\n", "default_value": " = 400"}, "mephisto.client.api.InvalidUsage.to_dict": {"fullname": "mephisto.client.api.InvalidUsage.to_dict", "modulename": "mephisto.client.api", "qualname": "InvalidUsage.to_dict", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.client.api.handle_invalid_usage": {"fullname": "mephisto.client.api.handle_invalid_usage", "modulename": "mephisto.client.api", "qualname": "handle_invalid_usage", "type": "function", "doc": "

\n", "signature": "(error)", "funcdef": "def"}, "mephisto.client.cli": {"fullname": "mephisto.client.cli", "modulename": "mephisto.client.cli", "type": "module", "doc": "

\n"}, "mephisto.client.config": {"fullname": "mephisto.client.config", "modulename": "mephisto.client.config", "type": "module", "doc": "

\n"}, "mephisto.client.config.Config": {"fullname": "mephisto.client.config.Config", "modulename": "mephisto.client.config", "qualname": "Config", "type": "class", "doc": "

\n"}, "mephisto.client.config.Config.__init__": {"fullname": "mephisto.client.config.Config.__init__", "modulename": "mephisto.client.config", "qualname": "Config.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.config.Config.ENV": {"fullname": "mephisto.client.config.Config.ENV", "modulename": "mephisto.client.config", "qualname": "Config.ENV", "type": "variable", "doc": "

\n", "default_value": " = 'development'"}, "mephisto.client.full": {"fullname": "mephisto.client.full", "modulename": "mephisto.client.full", "type": "module", "doc": "

\n"}, "mephisto.client.full.server": {"fullname": "mephisto.client.full.server", "modulename": "mephisto.client.full.server", "type": "module", "doc": "

\n"}, "mephisto.client.full.server.main": {"fullname": "mephisto.client.full.server.main", "modulename": "mephisto.client.full.server", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.client.review": {"fullname": "mephisto.client.review", "modulename": "mephisto.client.review", "type": "module", "doc": "

\n"}, "mephisto.client.review.review_server": {"fullname": "mephisto.client.review.review_server", "modulename": "mephisto.client.review.review_server", "type": "module", "doc": "

\n"}, "mephisto.client.review.review_server.run": {"fullname": "mephisto.client.review.review_server.run", "modulename": "mephisto.client.review.review_server", "qualname": "run", "type": "function", "doc": "

\n", "signature": "(\n build_dir,\n port,\n output,\n csv_headers,\n json=False,\n database_task_name=None,\n all_data=False,\n debug=False,\n assets_dir=None\n)", "funcdef": "def"}, "mephisto.data_model": {"fullname": "mephisto.data_model", "modulename": "mephisto.data_model", "type": "module", "doc": "

Data Model

\n\n

This folder contains classes that generally represent the lowest levels of abstraction in Mephisto, lying as closely to the actual data as possible.

\n\n

Philosophy

\n\n

The mephisto data model consists of important classes to formalize some of the concepts that are required for interacting with tasks, crowdsourcing providers, workers, etc. These classes try to abstract away some of the underlying convenience of working with mephisto into a common location, and are designed both to be extended from (in the form of creating child classes for specialized cases, or for the purpose of testing) and behind (like eventually supporting a common database for organizational use). All of the classes are to be database-backed, in that creation of these objects should populate the database, and most content will be linked through there. In this way, the state is maintained by the database, and the objects are collections of convenience methods for interacting with the underlying data model.

\n\n

Note: This abstraction is broken specifically in the case of Agents that are currently in a task, as their running task world relies on the specific Agent instance that is currently being tracked and updated by the WorkerPool.

\n\n

Database-backed Base Classes

\n\n

The following classes are the units of Mephisto, in that they keep track of what mephisto is doing, where things are stored, history of workers, etc. The rest of the system in general should only be utilizing these classes to make any operations, allowing them to be a strong abstraction layer.

\n\n

Project

\n\n

High level project that many crowdsourcing tasks may be related to. Useful for budgeting and grouping tasks for a review perspective. They are primarily a bookkeeping tool. At the moment they are fairly under-implemented, but can certainly be extended.

\n\n

Task

\n\n

The Task class is required to create a group of TaskRuns for the purpose of aggregation and bookkeeping. Much of what is present in the current Task implementation can be deprecated. Much of the functionality here for ensuring that a task has common arguments and correct components is now stored in the Blueprint concept.

\n\n

Eventually the Task code can be deprecated and replaced with useful aggregation functionality across TaskRuns within.

\n\n

TaskRun

\n\n

This class keeps track of the configuration options and all assignments associated with an individual launch of a task. It also provides utility functions for ensuring workers can be assigned units (get_valid_units_for_worker, reserve_unit).

\n\n

Generally has 3 states:

\n\n
    \n
  • Setup (not yet launched, _has_assignments=False, _is_completed=False): Before launch while the Mephisto architecture is still building the components required to launch this run.
    • \n
  • In Flight (launched, _has_assignments=True, _is_completed=False): After launch, when tasks are still in flight and may still be updating statuses.
    • \n
  • Completed (all tasks done/expired, _has_assignments=True, _is_completed=True): Once a task run is fully complete and no tasks will be launched anymore, it's ready for review.
    • \n
\n\n

Configuration parameters for launching a specific run are stored in the form of a json dump of the configuration file provided for the launch.

\n\n

Assignment

\n\n

This class represents a single unit of work, or a thing that needs to be done. This can be something like \"annotate this specific image\" or \"Have a conversation between two specified characters.\" It can be seen as an individual instantiation of the more general Task described above. As it is mostly captured by the Blueprint running the task, the only remaining components are knowing where the data is stored (get_assignment_data), tracking the assignment status (get_status) and knowing which Workers and Units are associated with that progress.

\n\n

Unit

\n\n

This class represents the role that an individual fills in completing an assignment. An individual worker should only complete one Unit per assignment, which covers the idea of having multiple people in a conversation, or different annotators for a specific task. The Unit is the first abstract class that needs to be synced with a CrowdProvider, as in order to know the status of the work (generally if it's ongoing or disconnected or such), it may be necessary to talk to an external provider.

\n\n

Worker

\n\n

This class represents an individual - namely a person. It maintains components of ongoing identity for a user. Workers can be blocked, unblocked, and bonused. You can also get all of the Agents associated with a worker. Ultimately, Workers are tightly coupled with a CrowdProvider, as the identity of a person is tied to where we get them from.

\n\n

Agent

\n\n

This class encompasses a worker as they are working on an individual assignment. It maintains details for the current task at hand such as start and end time, connection status, etc. Generally this is an abstraction the worker operating at a frontend and the backend interactions. The WorkerPool and ClientIOHandler classese are responsible for maintaining most of that abstraction, so this class mostly needs to implement ways to approve and reject work, as well as get a work's status or mark it as done when the final work is received.

\n\n

Requester

\n\n

This class encompasses your identity as it is known by a CrowdProvider you intend to launch tasks on. It keeps track of some metadata on your account (such as your budget) but also some Mephisto usage statistics (such as amount spent in total from that requester).

\n\n

Qualification and GrantedQualification

\n\n

These classes act as a method for assigning Mephisto-backed qualifications to workers in a manner such that the same qualifications can be used across multiple different crowd providers, or with crowd providers that don't normally provide a method for granting qualifications before a worker connects.

\n\n

Non-Database backed abstractions

\n\n

Some classes in the data model aren't backed by the data model because they are generally lightweight views of existing data or transient containers.

\n\n

Packet

\n\n

Encapsulates messages being sent from the ClientIOhandler to any Mephisto server.

\n\n

Constants

\n\n

Some Mephisto constants that are able to standardize values across multiple classes live in the data model within the contants folder.

\n"}, "mephisto.data_model.agent": {"fullname": "mephisto.data_model.agent", "modulename": "mephisto.data_model.agent", "type": "module", "doc": "

\n"}, "mephisto.data_model.agent.Agent": {"fullname": "mephisto.data_model.agent.Agent", "modulename": "mephisto.data_model.agent", "qualname": "Agent", "type": "class", "doc": "

This class encompasses a worker as they are working on an individual assignment.\nIt maintains details for the current task at hand such as start and end time,\nconnection status, etc.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.agent.Agent.__init__": {"fullname": "mephisto.data_model.agent.Agent.__init__", "modulename": "mephisto.data_model.agent", "qualname": "Agent.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Agent class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Agent\nas you will instead be returned the correct Agent class according to\nthe crowdprovider associated with this Agent.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.agent.Agent.state": {"fullname": "mephisto.data_model.agent.Agent.state", "modulename": "mephisto.data_model.agent", "qualname": "Agent.state", "type": "variable", "doc": "

\n", "annotation": ": mephisto.abstractions._subcomponents.agent_state.AgentState"}, "mephisto.data_model.agent.Agent.set_live_run": {"fullname": "mephisto.data_model.agent.Agent.set_live_run", "modulename": "mephisto.data_model.agent", "qualname": "Agent.set_live_run", "type": "function", "doc": "

Set an associated live run for this agent

\n", "signature": "(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_live_run": {"fullname": "mephisto.data_model.agent.Agent.get_live_run", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_live_run", "type": "function", "doc": "

Return the associated live run for this agent. Throw if not set

\n", "signature": "(self) -> mephisto.operations.datatypes.LiveTaskRun", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_agent_id": {"fullname": "mephisto.data_model.agent.Agent.get_agent_id", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_agent_id", "type": "function", "doc": "

Return this agent's id

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_worker": {"fullname": "mephisto.data_model.agent.Agent.get_worker", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_worker", "type": "function", "doc": "

Return the worker that is using this agent for a task

\n", "signature": "(self) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_unit": {"fullname": "mephisto.data_model.agent.Agent.get_unit", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_unit", "type": "function", "doc": "

Return the Unit that this agent is working on.

\n", "signature": "(self) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_assignment": {"fullname": "mephisto.data_model.agent.Agent.get_assignment", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_assignment", "type": "function", "doc": "

Return the assignment this agent is working on

\n", "signature": "(self) -> mephisto.data_model.assignment.Assignment", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_task_run": {"fullname": "mephisto.data_model.agent.Agent.get_task_run", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_task_run", "type": "function", "doc": "

Return the TaskRun this agent is working within

\n", "signature": "(self) -> mephisto.data_model.task_run.TaskRun", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_task": {"fullname": "mephisto.data_model.agent.Agent.get_task", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_task", "type": "function", "doc": "

Return the Task this agent is working within

\n", "signature": "(self) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_data_dir": {"fullname": "mephisto.data_model.agent.Agent.get_data_dir", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_data_dir", "type": "function", "doc": "

Return the directory to be storing any agent state for\nthis agent into

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.Agent.update_status": {"fullname": "mephisto.data_model.agent.Agent.update_status", "modulename": "mephisto.data_model.agent", "qualname": "Agent.update_status", "type": "function", "doc": "

Update the database status of this agent, and\npossibly send a message to the frontend agent informing\nthem of this update

\n", "signature": "(self, new_status: str) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.new_from_provider_data": {"fullname": "mephisto.data_model.agent.Agent.new_from_provider_data", "modulename": "mephisto.data_model.agent", "qualname": "Agent.new_from_provider_data", "type": "function", "doc": "

Wrapper around the new method that allows registering additional\nbookkeeping information from a crowd provider for this agent

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit,\n provider_data: Dict[str, Any]\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.data_model.agent.Agent.observe": {"fullname": "mephisto.data_model.agent.Agent.observe", "modulename": "mephisto.data_model.agent", "qualname": "Agent.observe", "type": "function", "doc": "

Pass the observed information to the AgentState, then\nqueue the information to be pushed to the user

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_live_update": {"fullname": "mephisto.data_model.agent.Agent.get_live_update", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_live_update", "type": "function", "doc": "

Request information from the Agent's frontend. If non-blocking,\n(timeout is None) should return None if no actions are ready\nto be returned.

\n", "signature": "(\n self,\n timeout: Union[int, NoneType] = None\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.data_model.agent.Agent.act": {"fullname": "mephisto.data_model.agent.Agent.act", "modulename": "mephisto.data_model.agent", "qualname": "Agent.act", "type": "function", "doc": "

Request information from the Agent's frontend. If non-blocking,\n(timeout is None) should return None if no actions are ready\nto be returned.

\n", "signature": "(\n self,\n timeout: Union[int, NoneType] = None\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.data_model.agent.Agent.await_submit": {"fullname": "mephisto.data_model.agent.Agent.await_submit", "modulename": "mephisto.data_model.agent", "qualname": "Agent.await_submit", "type": "function", "doc": "

Blocking wait for this agent to submit their task

\n", "signature": "(self, timeout: Union[int, NoneType] = None) -> bool", "funcdef": "def"}, "mephisto.data_model.agent.Agent.handle_submit": {"fullname": "mephisto.data_model.agent.Agent.handle_submit", "modulename": "mephisto.data_model.agent", "qualname": "Agent.handle_submit", "type": "function", "doc": "

Handle final submission for an onboarding agent, with the given data

\n", "signature": "(self, submit_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.get_status": {"fullname": "mephisto.data_model.agent.Agent.get_status", "modulename": "mephisto.data_model.agent", "qualname": "Agent.get_status", "type": "function", "doc": "

Get the status of this agent in their work on their unit

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.Agent.shutdown": {"fullname": "mephisto.data_model.agent.Agent.shutdown", "modulename": "mephisto.data_model.agent", "qualname": "Agent.shutdown", "type": "function", "doc": "

Force the given agent to end any polling threads and throw an AgentShutdownError\nfrom any acts called on it, ensuring tasks using this agent can be cleaned up.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.approve_work": {"fullname": "mephisto.data_model.agent.Agent.approve_work", "modulename": "mephisto.data_model.agent", "qualname": "Agent.approve_work", "type": "function", "doc": "

Approve the work done on this agent's specific Unit

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.soft_reject_work": {"fullname": "mephisto.data_model.agent.Agent.soft_reject_work", "modulename": "mephisto.data_model.agent", "qualname": "Agent.soft_reject_work", "type": "function", "doc": "

Pay a worker for attempted work, but mark it as below the\nquality bar for this assignment

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.reject_work": {"fullname": "mephisto.data_model.agent.Agent.reject_work", "modulename": "mephisto.data_model.agent", "qualname": "Agent.reject_work", "type": "function", "doc": "

Reject the work done on this agent's specific Unit

\n", "signature": "(self, reason) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.mark_done": {"fullname": "mephisto.data_model.agent.Agent.mark_done", "modulename": "mephisto.data_model.agent", "qualname": "Agent.mark_done", "type": "function", "doc": "

Take any required step with the crowd_provider to ensure that\nthe worker can submit their work and be marked as complete via\na call to get_status

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.agent.Agent.new": {"fullname": "mephisto.data_model.agent.Agent.new", "modulename": "mephisto.data_model.agent", "qualname": "Agent.new", "type": "function", "doc": "

Create an agent for this worker to be used for work on the given Unit.

\n\n

Implementation should return the result of _register_agent when sure the agent\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n unit: mephisto.data_model.unit.Unit\n) -> mephisto.data_model.agent.Agent", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent": {"fullname": "mephisto.data_model.agent.OnboardingAgent", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent", "type": "class", "doc": "

Onboarding agents are a special extension of agents used\nin tasks that have a separate onboarding step. These agents\nare designed to work without being linked to an explicit\nunit, and instead are tied to the task run and task name.

\n\n

Blueprints that require OnboardingAgents should implement an\nOnboardingAgentState (to process the special task), and their\nTaskRunners should have a run_onboarding and cleanup_onboarding\nmethod.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.agent.OnboardingAgent.__init__": {"fullname": "mephisto.data_model.agent.OnboardingAgent.__init__", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.DISPLAY_PREFIX": {"fullname": "mephisto.data_model.agent.OnboardingAgent.DISPLAY_PREFIX", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.DISPLAY_PREFIX", "type": "variable", "doc": "

\n", "default_value": " = 'onboarding_'"}, "mephisto.data_model.agent.OnboardingAgent.get_agent_id": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_agent_id", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_agent_id", "type": "function", "doc": "

Return an id to use for onboarding agent requests

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.set_live_run": {"fullname": "mephisto.data_model.agent.OnboardingAgent.set_live_run", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.set_live_run", "type": "function", "doc": "

Set an associated live run for this agent

\n", "signature": "(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_live_run": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_live_run", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_live_run", "type": "function", "doc": "

Return the associated live run for this agent. Throw if not set

\n", "signature": "(self) -> mephisto.operations.datatypes.LiveTaskRun", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.is_onboarding_id": {"fullname": "mephisto.data_model.agent.OnboardingAgent.is_onboarding_id", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.is_onboarding_id", "type": "function", "doc": "

return if the given id is for an onboarding agent

\n", "signature": "(cls, agent_id: str) -> bool", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_db_id_from_agent_id": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_db_id_from_agent_id", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_db_id_from_agent_id", "type": "function", "doc": "

Extract the db_id for an onboarding_agent

\n", "signature": "(cls, agent_id: str) -> str", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_worker": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_worker", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_worker", "type": "function", "doc": "

Return the worker that is using this agent for a task

\n", "signature": "(self) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_task_run": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_task_run", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_task_run", "type": "function", "doc": "

Return the TaskRun this agent is working within

\n", "signature": "(self) -> mephisto.data_model.task_run.TaskRun", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_task": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_task", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_task", "type": "function", "doc": "

Return the Task this agent is working within

\n", "signature": "(self) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_data_dir": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_data_dir", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_data_dir", "type": "function", "doc": "

Return the directory to be storing any agent state for\nthis agent into

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.update_status": {"fullname": "mephisto.data_model.agent.OnboardingAgent.update_status", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.update_status", "type": "function", "doc": "

Update the database status of this agent, and\npossibly send a message to the frontend agent informing\nthem of this update

\n", "signature": "(self, new_status: str) -> None", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.observe": {"fullname": "mephisto.data_model.agent.OnboardingAgent.observe", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.observe", "type": "function", "doc": "

Pass the observed information to the AgentState, then\nqueue the information to be pushed to the user

\n", "signature": "(self, live_update: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_live_update": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_live_update", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_live_update", "type": "function", "doc": "

Request information from the Agent's frontend. If non-blocking,\n(timeout is None) should return None if no actions are ready\nto be returned.

\n", "signature": "(\n self,\n timeout: Union[int, NoneType] = None\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.act": {"fullname": "mephisto.data_model.agent.OnboardingAgent.act", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.act", "type": "function", "doc": "

Request information from the Agent's frontend. If non-blocking,\n(timeout is None) should return None if no actions are ready\nto be returned.

\n", "signature": "(\n self,\n timeout: Union[int, NoneType] = None\n) -> Union[Dict[str, Any], NoneType]", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.await_submit": {"fullname": "mephisto.data_model.agent.OnboardingAgent.await_submit", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.await_submit", "type": "function", "doc": "

Blocking wait for this agent to submit their task

\n", "signature": "(self, timeout: Union[int, NoneType] = None) -> bool", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.handle_submit": {"fullname": "mephisto.data_model.agent.OnboardingAgent.handle_submit", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.handle_submit", "type": "function", "doc": "

Handle final submission for an onboarding agent, with the given data

\n", "signature": "(self, submit_data: Dict[str, Any]) -> None", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.get_status": {"fullname": "mephisto.data_model.agent.OnboardingAgent.get_status", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.get_status", "type": "function", "doc": "

Get the status of this agent in their work on their unit

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.shutdown": {"fullname": "mephisto.data_model.agent.OnboardingAgent.shutdown", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.shutdown", "type": "function", "doc": "

Force the given agent to end any polling threads and throw an AgentShutdownError\nfrom any acts called on it, ensuring tasks using this agent can be cleaned up.

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.agent.OnboardingAgent.new": {"fullname": "mephisto.data_model.agent.OnboardingAgent.new", "modulename": "mephisto.data_model.agent", "qualname": "OnboardingAgent.new", "type": "function", "doc": "

Create an OnboardingAgent for a worker to use as part of a task run

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker: mephisto.data_model.worker.Worker,\n task_run: mephisto.data_model.task_run.TaskRun\n) -> mephisto.data_model.agent.OnboardingAgent", "funcdef": "def"}, "mephisto.data_model.assignment": {"fullname": "mephisto.data_model.assignment", "modulename": "mephisto.data_model.assignment", "type": "module", "doc": "

\n"}, "mephisto.data_model.assignment.InitializationData": {"fullname": "mephisto.data_model.assignment.InitializationData", "modulename": "mephisto.data_model.assignment", "qualname": "InitializationData", "type": "class", "doc": "

InitializationData(shared: Dict[str, Any], unit_data: List[Dict[str, Any]])

\n"}, "mephisto.data_model.assignment.InitializationData.__init__": {"fullname": "mephisto.data_model.assignment.InitializationData.__init__", "modulename": "mephisto.data_model.assignment", "qualname": "InitializationData.__init__", "type": "function", "doc": "

\n", "signature": "(self, shared: Dict[str, Any], unit_data: List[Dict[str, Any]])", "funcdef": "def"}, "mephisto.data_model.assignment.InitializationData.dumpJSON": {"fullname": "mephisto.data_model.assignment.InitializationData.dumpJSON", "modulename": "mephisto.data_model.assignment", "qualname": "InitializationData.dumpJSON", "type": "function", "doc": "

\n", "signature": "(self, fp: IO[str])", "funcdef": "def"}, "mephisto.data_model.assignment.InitializationData.loadFromJSON": {"fullname": "mephisto.data_model.assignment.InitializationData.loadFromJSON", "modulename": "mephisto.data_model.assignment", "qualname": "InitializationData.loadFromJSON", "type": "function", "doc": "

\n", "signature": "(fp: IO[str])", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment": {"fullname": "mephisto.data_model.assignment.Assignment", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment", "type": "class", "doc": "

This class tracks an individual run of a specific task, and handles state management\nfor the set of units within via abstracted database helpers

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.assignment.Assignment.__init__": {"fullname": "mephisto.data_model.assignment.Assignment.__init__", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_data_dir": {"fullname": "mephisto.data_model.assignment.Assignment.get_data_dir", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_data_dir", "type": "function", "doc": "

Return the directory we expect to find assignment data in

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_assignment_data": {"fullname": "mephisto.data_model.assignment.Assignment.get_assignment_data", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_assignment_data", "type": "function", "doc": "

Return the specific assignment data for this assignment

\n", "signature": "(self) -> mephisto.data_model.assignment.InitializationData", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.write_assignment_data": {"fullname": "mephisto.data_model.assignment.Assignment.write_assignment_data", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.write_assignment_data", "type": "function", "doc": "

Set the assignment data for this assignment

\n", "signature": "(\n self,\n data: mephisto.data_model.assignment.InitializationData\n) -> None", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_agents": {"fullname": "mephisto.data_model.assignment.Assignment.get_agents", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_agents", "type": "function", "doc": "

Return all of the agents for this assignment

\n", "signature": "(\n self\n) -> list[typing.Union[mephisto.data_model.agent.Agent, NoneType]]", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_status": {"fullname": "mephisto.data_model.assignment.Assignment.get_status", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_status", "type": "function", "doc": "

Get the status of this assignment, as determined by the status of\nthe units

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_task_run": {"fullname": "mephisto.data_model.assignment.Assignment.get_task_run", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_task_run", "type": "function", "doc": "

Return the task run that this assignment is part of

\n", "signature": "(self) -> mephisto.data_model.task_run.TaskRun", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_task": {"fullname": "mephisto.data_model.assignment.Assignment.get_task", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_task", "type": "function", "doc": "

Return the task run that this assignment is part of

\n", "signature": "(self) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_requester": {"fullname": "mephisto.data_model.assignment.Assignment.get_requester", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_requester", "type": "function", "doc": "

Return the requester who offered this Assignment

\n", "signature": "(self) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_units": {"fullname": "mephisto.data_model.assignment.Assignment.get_units", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_units", "type": "function", "doc": "

Get units for this assignment, optionally\nconstrained by the specific status.

\n", "signature": "(\n self,\n status: Union[str, NoneType] = None\n) -> list[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_workers": {"fullname": "mephisto.data_model.assignment.Assignment.get_workers", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_workers", "type": "function", "doc": "

Get the list of workers that have worked on this specific assignment

\n", "signature": "(self) -> list[mephisto.data_model.worker.Worker]", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.get_cost_of_statuses": {"fullname": "mephisto.data_model.assignment.Assignment.get_cost_of_statuses", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.get_cost_of_statuses", "type": "function", "doc": "

Return the sum of all pay_amounts for every unit\nof this assignment with any of the given statuses

\n", "signature": "(self, statuses: List[str]) -> float", "funcdef": "def"}, "mephisto.data_model.assignment.Assignment.new": {"fullname": "mephisto.data_model.assignment.Assignment.new", "modulename": "mephisto.data_model.assignment", "qualname": "Assignment.new", "type": "function", "doc": "

Create an assignment for the given task. Initialize the folders for storing\nthe results for this assignment. Can take assignment_data to save and\nload for this particular assignment.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n task_run: mephisto.data_model.task_run.TaskRun,\n assignment_data: Union[Dict[str, Any], NoneType]\n) -> mephisto.data_model.assignment.Assignment", "funcdef": "def"}, "mephisto.data_model.constants": {"fullname": "mephisto.data_model.constants", "modulename": "mephisto.data_model.constants", "type": "module", "doc": "

This file contains any constants shared in the data model that\naren't more appropriately held in one of the object-focused files

\n"}, "mephisto.data_model.constants.assignment_state": {"fullname": "mephisto.data_model.constants.assignment_state", "modulename": "mephisto.data_model.constants.assignment_state", "type": "module", "doc": "

\n"}, "mephisto.data_model.constants.assignment_state.AssignmentState": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState", "type": "class", "doc": "

\n"}, "mephisto.data_model.constants.assignment_state.AssignmentState.__init__": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.__init__", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.CREATED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.CREATED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.CREATED", "type": "variable", "doc": "

\n", "default_value": " = 'created'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.LAUNCHED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.LAUNCHED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.LAUNCHED", "type": "variable", "doc": "

\n", "default_value": " = 'launched'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.ASSIGNED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.ASSIGNED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.ASSIGNED", "type": "variable", "doc": "

\n", "default_value": " = 'assigned'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.COMPLETED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.COMPLETED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.COMPLETED", "type": "variable", "doc": "

\n", "default_value": " = 'completed'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.ACCEPTED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.ACCEPTED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.ACCEPTED", "type": "variable", "doc": "

\n", "default_value": " = 'accepted'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.MIXED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.MIXED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.MIXED", "type": "variable", "doc": "

\n", "default_value": " = 'mixed'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.REJECTED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.REJECTED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.REJECTED", "type": "variable", "doc": "

\n", "default_value": " = 'rejected'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.SOFT_REJECTED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.SOFT_REJECTED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.SOFT_REJECTED", "type": "variable", "doc": "

\n", "default_value": " = 'soft_rejected'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.EXPIRED": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.EXPIRED", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.EXPIRED", "type": "variable", "doc": "

\n", "default_value": " = 'expired'"}, "mephisto.data_model.constants.assignment_state.AssignmentState.valid": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.valid", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.valid", "type": "function", "doc": "

Return all valid assignment statuses

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.incomplete": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.incomplete", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.incomplete", "type": "function", "doc": "

Return all statuses that are considered incomplete

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.payable": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.payable", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.payable", "type": "function", "doc": "

Return all statuses that should be considered spent budget

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.valid_unit": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.valid_unit", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.valid_unit", "type": "function", "doc": "

Return all statuses that are valids for a Unit

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.final_unit": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.final_unit", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.final_unit", "type": "function", "doc": "

Return all statuses that are terminal for a Unit

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.completed": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.completed", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.completed", "type": "function", "doc": "

Return all statuses that denote a unit having been completed

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.constants.assignment_state.AssignmentState.final_agent": {"fullname": "mephisto.data_model.constants.assignment_state.AssignmentState.final_agent", "modulename": "mephisto.data_model.constants.assignment_state", "qualname": "AssignmentState.final_agent", "type": "function", "doc": "

Return all statuses that are terminal changes to a Unit's agent

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.data_model.exceptions": {"fullname": "mephisto.data_model.exceptions", "modulename": "mephisto.data_model.exceptions", "type": "module", "doc": "

\n"}, "mephisto.data_model.exceptions.AbsentAgentError": {"fullname": "mephisto.data_model.exceptions.AbsentAgentError", "modulename": "mephisto.data_model.exceptions", "qualname": "AbsentAgentError", "type": "class", "doc": "

Exceptions for when an agent leaves a task

\n", "bases": "builtins.Exception"}, "mephisto.data_model.exceptions.AbsentAgentError.__init__": {"fullname": "mephisto.data_model.exceptions.AbsentAgentError.__init__", "modulename": "mephisto.data_model.exceptions", "qualname": "AbsentAgentError.__init__", "type": "function", "doc": "

\n", "signature": "(self, message, agent_id)", "funcdef": "def"}, "mephisto.data_model.exceptions.AgentDisconnectedError": {"fullname": "mephisto.data_model.exceptions.AgentDisconnectedError", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentDisconnectedError", "type": "class", "doc": "

Exception for a real disconnect event (no signal)

\n", "bases": "AbsentAgentError"}, "mephisto.data_model.exceptions.AgentDisconnectedError.__init__": {"fullname": "mephisto.data_model.exceptions.AgentDisconnectedError.__init__", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentDisconnectedError.__init__", "type": "function", "doc": "

\n", "signature": "(self, agent_id)", "funcdef": "def"}, "mephisto.data_model.exceptions.AgentTimeoutError": {"fullname": "mephisto.data_model.exceptions.AgentTimeoutError", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentTimeoutError", "type": "class", "doc": "

Exception for when a worker doesn't respond in time

\n", "bases": "AbsentAgentError"}, "mephisto.data_model.exceptions.AgentTimeoutError.__init__": {"fullname": "mephisto.data_model.exceptions.AgentTimeoutError.__init__", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentTimeoutError.__init__", "type": "function", "doc": "

\n", "signature": "(self, timeout, agent_id)", "funcdef": "def"}, "mephisto.data_model.exceptions.AgentReturnedError": {"fullname": "mephisto.data_model.exceptions.AgentReturnedError", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentReturnedError", "type": "class", "doc": "

Exception for an explicit return event (worker returns task)

\n", "bases": "AbsentAgentError"}, "mephisto.data_model.exceptions.AgentReturnedError.__init__": {"fullname": "mephisto.data_model.exceptions.AgentReturnedError.__init__", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentReturnedError.__init__", "type": "function", "doc": "

\n", "signature": "(self, agent_id)", "funcdef": "def"}, "mephisto.data_model.exceptions.AgentShutdownError": {"fullname": "mephisto.data_model.exceptions.AgentShutdownError", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentShutdownError", "type": "class", "doc": "

Exception for when a task is shutdown but agents are still in a task

\n", "bases": "AbsentAgentError"}, "mephisto.data_model.exceptions.AgentShutdownError.__init__": {"fullname": "mephisto.data_model.exceptions.AgentShutdownError.__init__", "modulename": "mephisto.data_model.exceptions", "qualname": "AgentShutdownError.__init__", "type": "function", "doc": "

\n", "signature": "(self, agent_id)", "funcdef": "def"}, "mephisto.data_model.packet": {"fullname": "mephisto.data_model.packet", "modulename": "mephisto.data_model.packet", "type": "module", "doc": "

\n"}, "mephisto.data_model.packet.Packet": {"fullname": "mephisto.data_model.packet.Packet", "modulename": "mephisto.data_model.packet", "qualname": "Packet", "type": "class", "doc": "

Simple class for encapsulating messages as sent between the\nMephisto python client, the router, and any frontend.

\n\n

Used to be able to make assertions about the kind of data\nbeing sent for specific message types.

\n"}, "mephisto.data_model.packet.Packet.__init__": {"fullname": "mephisto.data_model.packet.Packet.__init__", "modulename": "mephisto.data_model.packet", "qualname": "Packet.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n packet_type: str,\n subject_id: str,\n data: Union[Dict[str, Any], NoneType] = None,\n client_timestamp: Union[float, NoneType] = None,\n router_incoming_timestamp: Union[float, NoneType] = None,\n router_outgoing_timestamp: Union[float, NoneType] = None,\n server_timestamp: Union[float, NoneType] = None\n)", "funcdef": "def"}, "mephisto.data_model.packet.Packet.from_dict": {"fullname": "mephisto.data_model.packet.Packet.from_dict", "modulename": "mephisto.data_model.packet", "qualname": "Packet.from_dict", "type": "function", "doc": "

\n", "signature": "(input_dict: Dict[str, Any]) -> mephisto.data_model.packet.Packet", "funcdef": "def"}, "mephisto.data_model.packet.Packet.to_sendable_dict": {"fullname": "mephisto.data_model.packet.Packet.to_sendable_dict", "modulename": "mephisto.data_model.packet", "qualname": "Packet.to_sendable_dict", "type": "function", "doc": "

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.data_model.packet.Packet.copy": {"fullname": "mephisto.data_model.packet.Packet.copy", "modulename": "mephisto.data_model.packet", "qualname": "Packet.copy", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.data_model.project": {"fullname": "mephisto.data_model.project", "modulename": "mephisto.data_model.project", "type": "module", "doc": "

\n"}, "mephisto.data_model.project.Project": {"fullname": "mephisto.data_model.project.Project", "modulename": "mephisto.data_model.project", "qualname": "Project", "type": "class", "doc": "

High level project that many crowdsourcing tasks may be related to. Useful\nfor budgeting and grouping tasks for a review perspective.

\n\n

Abstracts relevant queries behind usable functions.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.project.Project.__init__": {"fullname": "mephisto.data_model.project.Project.__init__", "modulename": "mephisto.data_model.project", "qualname": "Project.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.project.Project.get_tasks": {"fullname": "mephisto.data_model.project.Project.get_tasks", "modulename": "mephisto.data_model.project", "qualname": "Project.get_tasks", "type": "function", "doc": "

Return the list of tasks that are run as part of this project

\n", "signature": "(self) -> list[mephisto.data_model.task.Task]", "funcdef": "def"}, "mephisto.data_model.project.Project.get_total_spend": {"fullname": "mephisto.data_model.project.Project.get_total_spend", "modulename": "mephisto.data_model.project", "qualname": "Project.get_total_spend", "type": "function", "doc": "

Return the total amount of funding spent for this project\nacross all tasks.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.project.Project.new": {"fullname": "mephisto.data_model.project.Project.new", "modulename": "mephisto.data_model.project", "qualname": "Project.new", "type": "function", "doc": "

Try to create a new project by this name, raise an exception if\nthe name already exists.

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n project_name: str\n) -> mephisto.data_model.project.Project", "funcdef": "def"}, "mephisto.data_model.qualification": {"fullname": "mephisto.data_model.qualification", "modulename": "mephisto.data_model.qualification", "type": "module", "doc": "

\n"}, "mephisto.data_model.qualification.Qualification": {"fullname": "mephisto.data_model.qualification.Qualification", "modulename": "mephisto.data_model.qualification", "qualname": "Qualification", "type": "class", "doc": "

Simple convenience wrapper for Qualifications in the data model

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.qualification.Qualification.__init__": {"fullname": "mephisto.data_model.qualification.Qualification.__init__", "modulename": "mephisto.data_model.qualification", "qualname": "Qualification.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.qualification.GrantedQualification": {"fullname": "mephisto.data_model.qualification.GrantedQualification", "modulename": "mephisto.data_model.qualification", "qualname": "GrantedQualification", "type": "class", "doc": "

Convenience wrapper for tracking granted qualifications

\n"}, "mephisto.data_model.qualification.GrantedQualification.__init__": {"fullname": "mephisto.data_model.qualification.GrantedQualification.__init__", "modulename": "mephisto.data_model.qualification", "qualname": "GrantedQualification.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n qualification_id: str,\n worker_id: str,\n row: Union[Mapping[str, Any], NoneType] = None\n)", "funcdef": "def"}, "mephisto.data_model.requester": {"fullname": "mephisto.data_model.requester", "modulename": "mephisto.data_model.requester", "type": "module", "doc": "

\n"}, "mephisto.data_model.requester.RequesterArgs": {"fullname": "mephisto.data_model.requester.RequesterArgs", "modulename": "mephisto.data_model.requester", "qualname": "RequesterArgs", "type": "class", "doc": "

Base class for arguments to register a requester

\n"}, "mephisto.data_model.requester.RequesterArgs.__init__": {"fullname": "mephisto.data_model.requester.RequesterArgs.__init__", "modulename": "mephisto.data_model.requester", "qualname": "RequesterArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, name: str = '???')", "funcdef": "def"}, "mephisto.data_model.requester.RequesterArgs.name": {"fullname": "mephisto.data_model.requester.RequesterArgs.name", "modulename": "mephisto.data_model.requester", "qualname": "RequesterArgs.name", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.data_model.requester.Requester": {"fullname": "mephisto.data_model.requester.Requester", "modulename": "mephisto.data_model.requester", "qualname": "Requester", "type": "class", "doc": "

High level class representing a requester on some kind of crowd provider. Sets some default\ninitializations, but mostly should be extended by the specific requesters for crowd providers\nwith whatever implementation details are required to get those to work.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.requester.Requester.__init__": {"fullname": "mephisto.data_model.requester.Requester.__init__", "modulename": "mephisto.data_model.requester", "qualname": "Requester.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Requester class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Requester\nas you will instead be returned the correct Requester class according to\nthe crowdprovider associated with this Requester.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.requester.Requester.ArgsClass": {"fullname": "mephisto.data_model.requester.Requester.ArgsClass", "modulename": "mephisto.data_model.requester", "qualname": "Requester.ArgsClass", "type": "class", "doc": "

Base class for arguments to register a requester

\n"}, "mephisto.data_model.requester.Requester.get_task_runs": {"fullname": "mephisto.data_model.requester.Requester.get_task_runs", "modulename": "mephisto.data_model.requester", "qualname": "Requester.get_task_runs", "type": "function", "doc": "

Return the list of task runs that are run by this requester

\n", "signature": "(self) -> list[mephisto.data_model.task_run.TaskRun]", "funcdef": "def"}, "mephisto.data_model.requester.Requester.get_total_spend": {"fullname": "mephisto.data_model.requester.Requester.get_total_spend", "modulename": "mephisto.data_model.requester", "qualname": "Requester.get_total_spend", "type": "function", "doc": "

Return the total amount of funding spent by this requester\nacross all tasks.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.requester.Requester.is_sandbox": {"fullname": "mephisto.data_model.requester.Requester.is_sandbox", "modulename": "mephisto.data_model.requester", "qualname": "Requester.is_sandbox", "type": "function", "doc": "

Determine if this is a requester on a sandbox/test account

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.data_model.requester.Requester.register": {"fullname": "mephisto.data_model.requester.Requester.register", "modulename": "mephisto.data_model.requester", "qualname": "Requester.register", "type": "function", "doc": "

Register this requester with the crowd provider by providing any required credentials\nor such. If no args are provided, assume the registration is already made and try\nto assert it as such.

\n\n

Should throw an exception if something is wrong with provided registration arguments.

\n", "signature": "(\n self,\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.data_model.requester.Requester.is_registered": {"fullname": "mephisto.data_model.requester.Requester.is_registered", "modulename": "mephisto.data_model.requester", "qualname": "Requester.is_registered", "type": "function", "doc": "

Check to see if this requester has already been registered

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.data_model.requester.Requester.get_available_budget": {"fullname": "mephisto.data_model.requester.Requester.get_available_budget", "modulename": "mephisto.data_model.requester", "qualname": "Requester.get_available_budget", "type": "function", "doc": "

Return the funds that this requester profile has available for usage with\nits crowdsourcing vendor

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.requester.Requester.to_dict": {"fullname": "mephisto.data_model.requester.Requester.to_dict", "modulename": "mephisto.data_model.requester", "qualname": "Requester.to_dict", "type": "function", "doc": "

Produce a dict of this requester and important features for json serialization

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.data_model.requester.Requester.new": {"fullname": "mephisto.data_model.requester.Requester.new", "modulename": "mephisto.data_model.requester", "qualname": "Requester.new", "type": "function", "doc": "

Try to create a new requester by this name, raise an exception if\nthe name already exists.

\n\n

Implementation should call _register_requester(db, requester_id) when sure the requester\ncan be successfully created to have it put into the db and return the result.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n requester_name: str\n) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.data_model.task": {"fullname": "mephisto.data_model.task", "modulename": "mephisto.data_model.task", "type": "module", "doc": "

\n"}, "mephisto.data_model.task.assert_task_is_valid": {"fullname": "mephisto.data_model.task.assert_task_is_valid", "modulename": "mephisto.data_model.task", "qualname": "assert_task_is_valid", "type": "function", "doc": "

Go through the given task directory and ensure it is valid under the\ngiven task type

\n", "signature": "(dir_name, task_type) -> None", "funcdef": "def"}, "mephisto.data_model.task.Task": {"fullname": "mephisto.data_model.task.Task", "modulename": "mephisto.data_model.task", "qualname": "Task", "type": "class", "doc": "

This class contains all of the required tidbits for launching a set of\nassignments, primarily by leveraging a blueprint. It also takes the\nproject name if this task is to be associated with a specific project.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.task.Task.__init__": {"fullname": "mephisto.data_model.task.Task.__init__", "modulename": "mephisto.data_model.task", "qualname": "Task.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.task.Task.get_project": {"fullname": "mephisto.data_model.task.Task.get_project", "modulename": "mephisto.data_model.task", "qualname": "Task.get_project", "type": "function", "doc": "

Get the project for this task, if it exists

\n", "signature": "(self) -> Union[mephisto.data_model.project.Project, NoneType]", "funcdef": "def"}, "mephisto.data_model.task.Task.set_project": {"fullname": "mephisto.data_model.task.Task.set_project", "modulename": "mephisto.data_model.task", "qualname": "Task.set_project", "type": "function", "doc": "

\n", "signature": "(self, project: mephisto.data_model.project.Project) -> None", "funcdef": "def"}, "mephisto.data_model.task.Task.get_runs": {"fullname": "mephisto.data_model.task.Task.get_runs", "modulename": "mephisto.data_model.task", "qualname": "Task.get_runs", "type": "function", "doc": "

Return all of the runs of this task that have been launched

\n", "signature": "(self) -> list[mephisto.data_model.task_run.TaskRun]", "funcdef": "def"}, "mephisto.data_model.task.Task.get_assignments": {"fullname": "mephisto.data_model.task.Task.get_assignments", "modulename": "mephisto.data_model.task", "qualname": "Task.get_assignments", "type": "function", "doc": "

Return all of the assignments for all runs of this task

\n", "signature": "(self) -> list[mephisto.data_model.assignment.Assignment]", "funcdef": "def"}, "mephisto.data_model.task.Task.get_total_spend": {"fullname": "mephisto.data_model.task.Task.get_total_spend", "modulename": "mephisto.data_model.task", "qualname": "Task.get_total_spend", "type": "function", "doc": "

Return the total amount of funding spent for this task.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.task.Task.new": {"fullname": "mephisto.data_model.task.Task.new", "modulename": "mephisto.data_model.task", "qualname": "Task.new", "type": "function", "doc": "

Create a new task by the given name, ensure that the folder for this task\nexists and has the expected directories and files. If a project is\nspecified, register the task underneath it

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n task_name: str,\n task_type: str\n) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.task_run": {"fullname": "mephisto.data_model.task_run", "modulename": "mephisto.data_model.task_run", "type": "module", "doc": "

\n"}, "mephisto.data_model.task_run.TaskRunArgs": {"fullname": "mephisto.data_model.task_run.TaskRunArgs", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs", "type": "class", "doc": "

Object for grouping the contents to configure a class

\n"}, "mephisto.data_model.task_run.TaskRunArgs.__init__": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.__init__", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_name: Union[str, NoneType] = '???',\n task_title: str = '???',\n task_description: str = '???',\n task_reward: float = '???',\n task_tags: str = '???',\n assignment_duration_in_seconds: int = 1800,\n allowed_concurrent: int = 0,\n maximum_units_per_worker: int = 0,\n max_num_concurrent_units: int = 0,\n submission_timeout: int = 600\n)", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRunArgs.task_name": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.task_name", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.task_name", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = '???'"}, "mephisto.data_model.task_run.TaskRunArgs.task_title": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.task_title", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.task_title", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.data_model.task_run.TaskRunArgs.task_description": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.task_description", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.task_description", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.data_model.task_run.TaskRunArgs.task_reward": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.task_reward", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.task_reward", "type": "variable", "doc": "

\n", "annotation": ": float", "default_value": " = '???'"}, "mephisto.data_model.task_run.TaskRunArgs.task_tags": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.task_tags", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.task_tags", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '???'"}, "mephisto.data_model.task_run.TaskRunArgs.assignment_duration_in_seconds": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.assignment_duration_in_seconds", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.assignment_duration_in_seconds", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 1800"}, "mephisto.data_model.task_run.TaskRunArgs.allowed_concurrent": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.allowed_concurrent", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.allowed_concurrent", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 0"}, "mephisto.data_model.task_run.TaskRunArgs.maximum_units_per_worker": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.maximum_units_per_worker", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.maximum_units_per_worker", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 0"}, "mephisto.data_model.task_run.TaskRunArgs.max_num_concurrent_units": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.max_num_concurrent_units", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.max_num_concurrent_units", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 0"}, "mephisto.data_model.task_run.TaskRunArgs.submission_timeout": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.submission_timeout", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.submission_timeout", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 600"}, "mephisto.data_model.task_run.TaskRunArgs.get_mock_params": {"fullname": "mephisto.data_model.task_run.TaskRunArgs.get_mock_params", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRunArgs.get_mock_params", "type": "function", "doc": "

Returns a param string with default / mock arguments to use for testing

\n", "signature": "(cls) -> str", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun": {"fullname": "mephisto.data_model.task_run.TaskRun", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun", "type": "class", "doc": "

This class tracks an individual run of a specific task, and handles state management\nfor the set of assignments within

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.task_run.TaskRun.__init__": {"fullname": "mephisto.data_model.task_run.TaskRun.__init__", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.ArgsClass": {"fullname": "mephisto.data_model.task_run.TaskRun.ArgsClass", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.ArgsClass", "type": "class", "doc": "

Object for grouping the contents to configure a class

\n"}, "mephisto.data_model.task_run.TaskRun.get_units": {"fullname": "mephisto.data_model.task_run.TaskRun.get_units", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_units", "type": "function", "doc": "

Return the units associated with this task run.

\n", "signature": "(self) -> list[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_valid_units_for_worker": {"fullname": "mephisto.data_model.task_run.TaskRun.get_valid_units_for_worker", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_valid_units_for_worker", "type": "function", "doc": "

Get any units that the given worker could work on in this\ntask run

\n", "signature": "(\n self,\n worker: mephisto.data_model.worker.Worker\n) -> list[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.clear_reservation": {"fullname": "mephisto.data_model.task_run.TaskRun.clear_reservation", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.clear_reservation", "type": "function", "doc": "

Remove the holder used to reserve a unit

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit) -> None", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.reserve_unit": {"fullname": "mephisto.data_model.task_run.TaskRun.reserve_unit", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.reserve_unit", "type": "function", "doc": "

'Atomically' reserve a unit by writing to the filesystem. If\nthe file creation fails, return none

\n", "signature": "(\n self,\n unit: mephisto.data_model.unit.Unit\n) -> Union[mephisto.data_model.unit.Unit, NoneType]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_blueprint": {"fullname": "mephisto.data_model.task_run.TaskRun.get_blueprint", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_blueprint", "type": "function", "doc": "

Return the runner associated with this task run

\n", "signature": "(\n self,\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None,\n shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None\n) -> mephisto.abstractions.blueprint.Blueprint", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_provider": {"fullname": "mephisto.data_model.task_run.TaskRun.get_provider", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_provider", "type": "function", "doc": "

Return the crowd provider used to launch this task

\n", "signature": "(self) -> mephisto.abstractions.crowd_provider.CrowdProvider", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_task": {"fullname": "mephisto.data_model.task_run.TaskRun.get_task", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_task", "type": "function", "doc": "

Return the task used to initialize this run

\n", "signature": "(self) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_task_args": {"fullname": "mephisto.data_model.task_run.TaskRun.get_task_args", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_task_args", "type": "function", "doc": "

\n", "signature": "(self) -> omegaconf.dictconfig.DictConfig", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_requester": {"fullname": "mephisto.data_model.task_run.TaskRun.get_requester", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_requester", "type": "function", "doc": "

Return the requester that started this task.

\n", "signature": "(self) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_has_assignments": {"fullname": "mephisto.data_model.task_run.TaskRun.get_has_assignments", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_has_assignments", "type": "function", "doc": "

See if this task run has any assignments launched yet

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_assignments": {"fullname": "mephisto.data_model.task_run.TaskRun.get_assignments", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_assignments", "type": "function", "doc": "

Get assignments for this run, optionally filtering by their\ncurrent status

\n", "signature": "(\n self,\n status: Union[str, NoneType] = None\n) -> list[mephisto.data_model.assignment.Assignment]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_assignment_statuses": {"fullname": "mephisto.data_model.task_run.TaskRun.get_assignment_statuses", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_assignment_statuses", "type": "function", "doc": "

Get the statistics for all of the assignments for this run.

\n", "signature": "(self) -> Dict[str, int]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.update_completion_progress": {"fullname": "mephisto.data_model.task_run.TaskRun.update_completion_progress", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.update_completion_progress", "type": "function", "doc": "

Flag the task run that the assignments' generator has finished

\n", "signature": "(self, task_launcher=None, status=None) -> None", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_is_completed": {"fullname": "mephisto.data_model.task_run.TaskRun.get_is_completed", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_is_completed", "type": "function", "doc": "

get the completion status of this task

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.sync_completion_status": {"fullname": "mephisto.data_model.task_run.TaskRun.sync_completion_status", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.sync_completion_status", "type": "function", "doc": "

Update the is_complete status for this task run based on completion\nof subassignments. If this task run has no subassignments yet, it\nis not complete

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_run_dir": {"fullname": "mephisto.data_model.task_run.TaskRun.get_run_dir", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_run_dir", "type": "function", "doc": "

Return the directory where the data from this run is stored

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.get_total_spend": {"fullname": "mephisto.data_model.task_run.TaskRun.get_total_spend", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.get_total_spend", "type": "function", "doc": "

Return the total amount spent on this run, based on any assignments\nthat are still in a payable state.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.to_dict": {"fullname": "mephisto.data_model.task_run.TaskRun.to_dict", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.to_dict", "type": "function", "doc": "

Return a dict containing any important information about this task run

\n", "signature": "(self) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.data_model.task_run.TaskRun.new": {"fullname": "mephisto.data_model.task_run.TaskRun.new", "modulename": "mephisto.data_model.task_run", "qualname": "TaskRun.new", "type": "function", "doc": "

Create a new run for the given task with the given params

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n task: mephisto.data_model.task.Task,\n requester: mephisto.data_model.requester.Requester,\n param_string: str\n) -> mephisto.data_model.task_run.TaskRun", "funcdef": "def"}, "mephisto.data_model.unit": {"fullname": "mephisto.data_model.unit", "modulename": "mephisto.data_model.unit", "type": "module", "doc": "

\n"}, "mephisto.data_model.unit.INDEX_TO_TYPE_MAP": {"fullname": "mephisto.data_model.unit.INDEX_TO_TYPE_MAP", "modulename": "mephisto.data_model.unit", "qualname": "INDEX_TO_TYPE_MAP", "type": "variable", "doc": "

\n", "annotation": ": DefaultDict[int, str]", "default_value": " = defaultdict(>, {0: 'standard', -1: 'screening_unit', -2: 'gold_unit', -3: 'compensation_unit'})"}, "mephisto.data_model.unit.Unit": {"fullname": "mephisto.data_model.unit.Unit", "modulename": "mephisto.data_model.unit", "qualname": "Unit", "type": "class", "doc": "

This class tracks the status of an individual worker's contribution to a\nhigher level assignment. It is the smallest 'unit' of work to complete\nthe assignment, and this class is only responsible for checking\nthe status of that work itself being done.

\n\n

It should be extended for usage with a specific crowd provider

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.unit.Unit.__init__": {"fullname": "mephisto.data_model.unit.Unit.__init__", "modulename": "mephisto.data_model.unit", "qualname": "Unit.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Unit class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a Unit\nas you will instead be returned the correct Unit class according to\nthe crowdprovider associated with this Unit.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_crowd_provider_class": {"fullname": "mephisto.data_model.unit.Unit.get_crowd_provider_class", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_crowd_provider_class", "type": "function", "doc": "

Get the CrowdProvider class that manages this Unit

\n", "signature": "(self) -> type[mephisto.abstractions.crowd_provider.CrowdProvider]", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_assignment_data": {"fullname": "mephisto.data_model.unit.Unit.get_assignment_data", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_assignment_data", "type": "function", "doc": "

Return the specific assignment data for this assignment

\n", "signature": "(self) -> mephisto.data_model.assignment.InitializationData", "funcdef": "def"}, "mephisto.data_model.unit.Unit.sync_status": {"fullname": "mephisto.data_model.unit.Unit.sync_status", "modulename": "mephisto.data_model.unit", "qualname": "Unit.sync_status", "type": "function", "doc": "

Ensure that the queried status from this unit and the db status\nare up to date

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_db_status": {"fullname": "mephisto.data_model.unit.Unit.get_db_status", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_db_status", "type": "function", "doc": "

Return the status as currently stored in the database

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.unit.Unit.set_db_status": {"fullname": "mephisto.data_model.unit.Unit.set_db_status", "modulename": "mephisto.data_model.unit", "qualname": "Unit.set_db_status", "type": "function", "doc": "

Set the status reflected in the database for this Unit

\n", "signature": "(self, status: str) -> None", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_assignment": {"fullname": "mephisto.data_model.unit.Unit.get_assignment", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_assignment", "type": "function", "doc": "

Return the assignment that this Unit is part of.

\n", "signature": "(self) -> mephisto.data_model.assignment.Assignment", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_task_run": {"fullname": "mephisto.data_model.unit.Unit.get_task_run", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_task_run", "type": "function", "doc": "

Return the task run that this assignment is part of

\n", "signature": "(self) -> mephisto.data_model.task_run.TaskRun", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_task": {"fullname": "mephisto.data_model.unit.Unit.get_task", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_task", "type": "function", "doc": "

Return the task that this assignment is part of

\n", "signature": "(self) -> mephisto.data_model.task.Task", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_requester": {"fullname": "mephisto.data_model.unit.Unit.get_requester", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_requester", "type": "function", "doc": "

Return the requester who offered this Unit

\n", "signature": "(self) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.data_model.unit.Unit.clear_assigned_agent": {"fullname": "mephisto.data_model.unit.Unit.clear_assigned_agent", "modulename": "mephisto.data_model.unit", "qualname": "Unit.clear_assigned_agent", "type": "function", "doc": "

Clear the agent that is assigned to this unit

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_assigned_agent": {"fullname": "mephisto.data_model.unit.Unit.get_assigned_agent", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_assigned_agent", "type": "function", "doc": "

Get the agent assigned to this Unit if there is one, else return None

\n", "signature": "(self) -> Union[mephisto.data_model.agent.Agent, NoneType]", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_pay_amount": {"fullname": "mephisto.data_model.unit.Unit.get_pay_amount", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_pay_amount", "type": "function", "doc": "

Return the amount that this Unit is costing against the budget,\ncalculating additional fees as relevant

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.unit.Unit.get_status": {"fullname": "mephisto.data_model.unit.Unit.get_status", "modulename": "mephisto.data_model.unit", "qualname": "Unit.get_status", "type": "function", "doc": "

Get the status of this unit, as determined by whether there's\na worker working on it at the moment, and any other possible states. Should\nreturn one of UNIT_STATUSES

\n\n

Accurate status is crowd-provider dependent, and thus this method should be\ndefined in the child class to ensure that the local record matches\nthe ground truth in the provider

\n", "signature": "(self) -> str", "funcdef": "def"}, "mephisto.data_model.unit.Unit.launch": {"fullname": "mephisto.data_model.unit.Unit.launch", "modulename": "mephisto.data_model.unit", "qualname": "Unit.launch", "type": "function", "doc": "

Make this Unit available on the crowdsourcing vendor. Depending on\nthe task type, this could mean a number of different setup steps.

\n\n

Some crowd providers require setting up a configuration for the\nvery first launch, and this method should call a helper to manage\nthat step if necessary.

\n", "signature": "(self, task_url: str) -> None", "funcdef": "def"}, "mephisto.data_model.unit.Unit.expire": {"fullname": "mephisto.data_model.unit.Unit.expire", "modulename": "mephisto.data_model.unit", "qualname": "Unit.expire", "type": "function", "doc": "

Expire this unit, removing it from being workable on the vendor.\nReturn the maximum time needed to wait before we know it's taken down.

\n", "signature": "(self) -> float", "funcdef": "def"}, "mephisto.data_model.unit.Unit.is_expired": {"fullname": "mephisto.data_model.unit.Unit.is_expired", "modulename": "mephisto.data_model.unit", "qualname": "Unit.is_expired", "type": "function", "doc": "

Determine if this unit is expired as according to the vendor.

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.data_model.unit.Unit.new": {"fullname": "mephisto.data_model.unit.Unit.new", "modulename": "mephisto.data_model.unit", "qualname": "Unit.new", "type": "function", "doc": "

Create a Unit for the given assignment

\n\n

Implementation should return the result of _register_unit when sure the unit\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n assignment: mephisto.data_model.assignment.Assignment,\n index: int,\n pay_amount: float\n) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.data_model.worker": {"fullname": "mephisto.data_model.worker", "modulename": "mephisto.data_model.worker", "type": "module", "doc": "

\n"}, "mephisto.data_model.worker.WorkerArgs": {"fullname": "mephisto.data_model.worker.WorkerArgs", "modulename": "mephisto.data_model.worker", "qualname": "WorkerArgs", "type": "class", "doc": "

Base class for arguments to register a worker

\n"}, "mephisto.data_model.worker.WorkerArgs.__init__": {"fullname": "mephisto.data_model.worker.WorkerArgs.__init__", "modulename": "mephisto.data_model.worker", "qualname": "WorkerArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, name: str)", "funcdef": "def"}, "mephisto.data_model.worker.Worker": {"fullname": "mephisto.data_model.worker.Worker", "modulename": "mephisto.data_model.worker", "qualname": "Worker", "type": "class", "doc": "

This class represents an individual - namely a person. It maintains components of ongoing identity for a user.

\n", "bases": "mephisto.data_model._db_backed_meta.MephistoDataModelComponentMixin"}, "mephisto.data_model.worker.Worker.__init__": {"fullname": "mephisto.data_model.worker.Worker.__init__", "modulename": "mephisto.data_model.worker", "qualname": "Worker.__init__", "type": "function", "doc": "

The new method is overridden to be able to automatically generate\nthe expected Worker class without needing to specifically find it\nfor a given db_id. As such it is impossible to create a base Worker\nas you will instead be returned the correct Worker class according to\nthe crowdprovider associated with this Worker.

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n db_id: str,\n row: Union[Mapping[str, Any], NoneType] = None,\n _used_new_call: bool = False\n)", "funcdef": "def"}, "mephisto.data_model.worker.Worker.get_agents": {"fullname": "mephisto.data_model.worker.Worker.get_agents", "modulename": "mephisto.data_model.worker", "qualname": "Worker.get_agents", "type": "function", "doc": "

Get the list of agents that this worker was responsible for, by the given status\nif needed

\n", "signature": "(\n self,\n status: Union[str, NoneType] = None\n) -> list[mephisto.data_model.agent.Agent]", "funcdef": "def"}, "mephisto.data_model.worker.Worker.new_from_provider_data": {"fullname": "mephisto.data_model.worker.Worker.new_from_provider_data", "modulename": "mephisto.data_model.worker", "qualname": "Worker.new_from_provider_data", "type": "function", "doc": "

Given the parameters passed through wrap_crowd_source.js, construct\na new worker

\n\n

Basic case simply takes the worker id and registers it

\n", "signature": "(\n cls,\n db: mephisto.abstractions.database.MephistoDB,\n creation_data: Dict[str, Any]\n) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.data_model.worker.Worker.get_granted_qualification": {"fullname": "mephisto.data_model.worker.Worker.get_granted_qualification", "modulename": "mephisto.data_model.worker", "qualname": "Worker.get_granted_qualification", "type": "function", "doc": "

Return the granted qualification for this worker for the given name

\n", "signature": "(\n self,\n qualification_name: str\n) -> Union[mephisto.data_model.qualification.GrantedQualification, NoneType]", "funcdef": "def"}, "mephisto.data_model.worker.Worker.is_disqualified": {"fullname": "mephisto.data_model.worker.Worker.is_disqualified", "modulename": "mephisto.data_model.worker", "qualname": "Worker.is_disqualified", "type": "function", "doc": "

Find out if the given worker has been disqualified by the given qualification

\n\n

Returns True if the qualification exists and has a falsey value\nReturns False if the qualification doesn't exist or has a truthy value

\n", "signature": "(self, qualification_name: str)", "funcdef": "def"}, "mephisto.data_model.worker.Worker.is_qualified": {"fullname": "mephisto.data_model.worker.Worker.is_qualified", "modulename": "mephisto.data_model.worker", "qualname": "Worker.is_qualified", "type": "function", "doc": "

Find out if the given worker has qualified by the given qualification

\n\n

Returns True if the qualification exists and is truthy value\nReturns False if the qualification doesn't exist or falsey value

\n", "signature": "(self, qualification_name: str)", "funcdef": "def"}, "mephisto.data_model.worker.Worker.revoke_qualification": {"fullname": "mephisto.data_model.worker.Worker.revoke_qualification", "modulename": "mephisto.data_model.worker", "qualname": "Worker.revoke_qualification", "type": "function", "doc": "

Remove this user's qualification if it exists

\n\n

Returns True if removal happens locally and externally, False if an exception\nhappens with the crowd provider

\n", "signature": "(self, qualification_name) -> bool", "funcdef": "def"}, "mephisto.data_model.worker.Worker.grant_qualification": {"fullname": "mephisto.data_model.worker.Worker.grant_qualification", "modulename": "mephisto.data_model.worker", "qualname": "Worker.grant_qualification", "type": "function", "doc": "

Grant a positive or negative qualification to this worker

\n\n

Returns True if granting happens locally and externally, False if an exception\nhappens with the crowd provider

\n", "signature": "(self, qualification_name: str, value: int = 1, skip_crowd=False)", "funcdef": "def"}, "mephisto.data_model.worker.Worker.grant_crowd_qualification": {"fullname": "mephisto.data_model.worker.Worker.grant_crowd_qualification", "modulename": "mephisto.data_model.worker", "qualname": "Worker.grant_crowd_qualification", "type": "function", "doc": "

Grant a qualification by the given name to this worker

\n\n

If the CrowdProvider has a notion of qualifications, they can be granted\nin sync with Mephisto's qualifications

\n", "signature": "(self, qualification_name: str, value: int = 1) -> None", "funcdef": "def"}, "mephisto.data_model.worker.Worker.revoke_crowd_qualification": {"fullname": "mephisto.data_model.worker.Worker.revoke_crowd_qualification", "modulename": "mephisto.data_model.worker", "qualname": "Worker.revoke_crowd_qualification", "type": "function", "doc": "

Revoke the qualification by the given name from this worker

\n\n

If the CrowdProvider has a notion of qualifications, they can be revoked\nin sync with Mephisto's qualifications

\n", "signature": "(self, qualification_name: str) -> None", "funcdef": "def"}, "mephisto.data_model.worker.Worker.bonus_worker": {"fullname": "mephisto.data_model.worker.Worker.bonus_worker", "modulename": "mephisto.data_model.worker", "qualname": "Worker.bonus_worker", "type": "function", "doc": "

Bonus this worker for work any reason. Return success of bonus

\n", "signature": "(\n self,\n amount: float,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.data_model.worker.Worker.block_worker": {"fullname": "mephisto.data_model.worker.Worker.block_worker", "modulename": "mephisto.data_model.worker", "qualname": "Worker.block_worker", "type": "function", "doc": "

Block this worker for a specified reason. Return success of block

\n", "signature": "(\n self,\n reason: str,\n unit: Union[mephisto.data_model.unit.Unit, NoneType] = None,\n requester: Union[mephisto.data_model.requester.Requester, NoneType] = None\n) -> Tuple[bool, str]", "funcdef": "def"}, "mephisto.data_model.worker.Worker.unblock_worker": {"fullname": "mephisto.data_model.worker.Worker.unblock_worker", "modulename": "mephisto.data_model.worker", "qualname": "Worker.unblock_worker", "type": "function", "doc": "

unblock a blocked worker for the specified reason

\n", "signature": "(\n self,\n reason: str,\n requester: mephisto.data_model.requester.Requester\n) -> bool", "funcdef": "def"}, "mephisto.data_model.worker.Worker.is_blocked": {"fullname": "mephisto.data_model.worker.Worker.is_blocked", "modulename": "mephisto.data_model.worker", "qualname": "Worker.is_blocked", "type": "function", "doc": "

Determine if a worker is blocked

\n", "signature": "(self, requester: mephisto.data_model.requester.Requester) -> bool", "funcdef": "def"}, "mephisto.data_model.worker.Worker.is_eligible": {"fullname": "mephisto.data_model.worker.Worker.is_eligible", "modulename": "mephisto.data_model.worker", "qualname": "Worker.is_eligible", "type": "function", "doc": "

Determine if this worker is eligible for the given task run

\n", "signature": "(self, task_run: mephisto.data_model.task_run.TaskRun) -> bool", "funcdef": "def"}, "mephisto.data_model.worker.Worker.register": {"fullname": "mephisto.data_model.worker.Worker.register", "modulename": "mephisto.data_model.worker", "qualname": "Worker.register", "type": "function", "doc": "

Register this worker with the crowdprovider, if necessary

\n", "signature": "(self, args: Union[Dict[str, str], NoneType] = None) -> None", "funcdef": "def"}, "mephisto.data_model.worker.Worker.new": {"fullname": "mephisto.data_model.worker.Worker.new", "modulename": "mephisto.data_model.worker", "qualname": "Worker.new", "type": "function", "doc": "

Create a new worker attached to the given identifier, assuming it doesn't already\nexist in the database.

\n\n

Implementation should return the result of _register_worker when sure the worker\ncan be successfully created to have it put into the db.

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n worker_name: str\n) -> mephisto.data_model.worker.Worker", "funcdef": "def"}, "mephisto.operations": {"fullname": "mephisto.operations", "modulename": "mephisto.operations", "type": "module", "doc": "

Mephisto Operations

\n\n

The contents of the operations folder comprise controllers for launching and monitoring tasks, as well as other classes that either operate on the data model or support the mid level of Mephisto's design. Each has a high level responsibility, detailed below. Within these classes there's something of a heirarchy depending on the amount of underlying infrastructure that a class is built upon.

\n\n

High-level controller components

\n\n

This level of components is reserved for modules that operate on the highest level of the Mephisto heirarchy. These should be either directly usable, or easy to bundle into scripts for the client/api.

\n\n
    \n
  • Operator: High-level class responsible for launching and monitoring a TaskRun. Generally initialized using a TaskConfig and the launch_task_run method.
    • \n
\n\n

At the moment only the Operator exists in this level, as the module that manages the process of launching and monitoring a complete data collection job. Modules on a similar level of complexity may be written for the review flow, and for packaging data for release.

\n\n

Mid-level connecting components

\n\n

These components are responsible for tying some of the underlying data model components to the reality of what they represent. They ensure that tasks remain in sync with what is actually happening, such that the content on Mephisto matches what is present on crowd providers and architects, and to some degree to blueprints.

\n\n
    \n
  • ClientIOHandler: Responsible for processing incoming packets from clients and directing them to the right place. Also ensures that reconnecting workers are directed to the correct agents. The ClientIOHandler acts as the bridge between Architects and Blueprints.
    • \n
  • WorkerPool: Responsible for following the status of a worker from the point they attempt to accept a Unit until the Unit is either completed or returned. This includes spawning the threads that watch specific Assignment's or Unit's, evaluating onboarding and qualifications.
    • \n
  • registry.py: Reponsible for keeping track of instances of all of the Mephisto core abstractions, such that the system is able to refer to them just by name.
    • \n
  • TaskLauncher: Responsible for moving through an iterator or generator of assignments and units to be created, first creating the local Mephisto state to represent them and then later leveraging the CrowdProvider to launch them. Also ensures certain configuration invariants hold, such as a maximum number of concurrent tasks available.
    • \n
\n\n

Low-level Mephisto infra

\n\n

These modules contain functionality that is used to condense shared behavior from various parts of the Mephisto codebase into standard functionality and utilities.

\n\n
    \n
  • config_handler.py: Functions responsible for providing a consistent interface into a user's configuration file for Mephisto, stored at ~/.mephisto/config.yml.
    • \n
  • hydra_config.py: Classes and functionality responsible for ensuring that Mephisto operates well using Hydra, including base classes to build Hydra structured configs from (such as the TaskConfig) and methods to simplify interacting with Hydra in the codebase.
    • \n
  • logger_core.py: Helpers to simplify the process of generating unique loggers and logging configuration for various parts of Mephisto. (Much still to be done here).
    • \n
\n\n

Operator

\n\n

The Operator is responsible for actually coordinating launching tasks. This is managed using the launch_task_run function. It takes in a Hydra DictConfig of arguments corresponding to the Blueprint, Architect, and CrowdProvider of choice. It can also take a SharedTaskState object to pass information that wouldn't normally be able to be parsed on the command line, or where it can only be extracted at runtime.

\n\n

One important extra argument is SharedTaskState.qualifications, which allows configuring a task with requirements for workers to be eligibible to work on the task. Functionality for this can be seen in data_model.qualifications, with examples in how operator handles the block_qualification.

\n\n

The lifecycle of an operator is to launch as many LiveTaskRuns as desired using the launch_task_run function, and then to watch over their progress using the wait_for_runs_then_shutdown function. These methods cover the full requirements for launching and monitoring a job.

\n\n

If wait_for_runs_then_shutdown is not used, it's always important to call the shutdown methods whenever an operator has been created. While tasks are underway, a user can use get_running_task_runs to see the status of things that are currently running. Once there are no running task runs, the Operator can be told to shut down.

\n\n

ClientIOHandler

\n\n

The ClientIOHandler's primary responsiblity is to abstract the remote nature of Mephisto Workers and Agents to allow them to directly act on the local maching. It is the layer that abstracts humans and human work into Workers and Agents that take actions. To that end, it has to set up a socket to connect to the task server, poll status on any agents currently working on tasks, and process incoming agent actions over the socket to put them into the Agent so that a task can use the data.

\n\n

When provided with details of a LiveTaskRun, the associated Architect tells the ClientIOHandler where the server(s) that agents are communicating with is(/are) running. Then on initialization, Channel can be opened for each of these servers.

\n\n

Once this connection is established:

\n\n
    \n
  • Incoming messages from the server (which represent actions taken by human agents) are passed to the pending_actions queue of the Agent that corresponds with that human agent. Future calls to Agent.get_live_update() will pop off from this queue.
    • \n
  • Calls to Agent.observe() will push the message through to the appropriate Channel's sending queue immediately.
    • \n
  • The ClientIOHandler should also be querying for Agent's status and pushing responses to the WorkerPool to handle updates.
    • \n
\n\n

WorkerPool

\n\n

The WorkerPool is responsible for placing workers into appropriate Agents after finding Units they are eligible for, and passing off task execution to a Blueprint's TaskRunner. It also monitors changes to agent status.

\n\n

In order to properly determine eligibility and launch tasks, the WorkerPool relies on the Blueprint and CrowdProvider for the registered LiveTaskRun:

\n\n
    \n
  • The Blueprint contains details about the relevant task run, and is used for properly registering a new Agent the correct Unit. For this, in _register_agent it gets all Units that a worker is eligible for, reserves one, and then handles creating a new Agent out of the given Worker-Unit pair.
    • \n
  • The CrowdProvider is also used during the registration process. In the first part it ensures that upon a first connect by a new person, a corresponding Worker is created to keep records for that worker (_register_worker). Later it is used during _register_agent to ensure that the Agent class used is associated with the correct CrowdProvider and has its relevant abstractions.
    • \n
\n\n

From this point, all interactions are handled from the perspective of pure Mephisto Agents, and the remaining responsibilities of the WorkerPool are to ensure that, from the perspective of a Blueprint's TaskRunner, the Agents local python state is entirely representative of the actual state of the human worker in the task.

\n\n

registry

\n\n

The registry.py file contains functions required for establishing a registry of abstraction modules for Mephisto to refer to. This allows Mephisto to properly re-initialize classes and get information for data stored in the MephistoDB without needing to store pickled modules, or information beyond the registration key.

\n\n

The file exposes the register_mephisto_abstraction class decorator, which ensures that on import a specific module will be added to the given registry. The fill_registries function automatically populates the registry dicts with all of the relevant modules in Mephisto, though this should likely be expanded to allow users or repositories to mark or register their own Mephisto implementations.

\n\n

Mephisto classes can then use the get_<abstraction>_from_type methods from the file to retrieve the specific modules to be initialized for the given abstraction type string.

\n\n

TaskLauncher

\n\n

The TaskLauncher class is a fairly lightweight class responsible for handling the process of launching units. A TaskLauncher is created for a specific TaskRun, and provided with assignment_data for that full task run. It creates Assignments and Units for the TaskRun, and packages the expected data into the Assignment. When a task is ready to go live, one calls launch_units(url) with the url that the task should be pointed to. If units need to be expired (such as during a shutdown), expire_units handles this for all units created for the given TaskRun.

\n\n

TaskLaunchers will parse the TaskRun's TaskRunArgs to know what parameters to set. This info should be used to initialize the assignments and the units as specified. The TaskLauncher can also be used to limit the number of currently available tasks using the max_num_concurrent_units argument, which prevents too many tasks from running at the same time, potentially overrunning the TaskRunner that the Blueprint has provided.

\n\n

config_handler.py

\n\n

The methods in this module standardize how Mephisto interacts with the user configurations options for the whole system. These are stored in \"~/.mephisto/config.yml\" at the moment. The structure of the config file is such that it subdivides values to store into sections containing keys. Those keys can contain any value, but writing and reading data is done by referring to the section and the key for the data being written or read.

\n\n

The following methods are defined:

\n\n
    \n
  • get_config: loads all of the contents of the mephisto config file.
    • \n
  • write_config: Writes an entirely new config to file
    • \n
  • init_config: Tries to create an initial configuration file if none exists
    • \n
  • add_config_arg: Sets the value for just one configuration arg in the whole set.
    • \n
  • get_config_arg: Returns a specific argument value from a section of the config.
    • \n
\n\n

hydra_config.py

\n\n

The hydra config module contains a number of classes and methods to make interfacing with hydra a little more convenient for Mephisto and its users. It defines common structured config types, currently the MephistoConfig and the TaskConfig, for use in user code. It also defines methods for handling registering those structured configs under the expected names, which the registry relies on. Lastly, it provides the register_script_config method, which lets a user define a structured config for use in their scripts without needing to initialize a hydra ConfigStore.

\n"}, "mephisto.operations.client_io_handler": {"fullname": "mephisto.operations.client_io_handler", "modulename": "mephisto.operations.client_io_handler", "type": "module", "doc": "

\n"}, "mephisto.operations.client_io_handler.ClientIOHandler": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler", "type": "class", "doc": "

This class is responsible for managing all of the incoming and outgoing messages\nbetween the Mephisto backend, the router, and clients. It is tightly coupled with\nthe Architect abstraction, and uses components of that API to send and receive\nmessages, but operates on the level of message parsing and distribution logic.

\n"}, "mephisto.operations.client_io_handler.ClientIOHandler.__init__": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.__init__", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.__init__", "type": "function", "doc": "

\n", "signature": "(self, db: mephisto.abstractions.database.MephistoDB)", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.log_metrics_for_packet": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.log_metrics_for_packet", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.log_metrics_for_packet", "type": "function", "doc": "

Log the full metrics for the provided packet, using now as the expected response time

\n", "signature": "(self, packet: mephisto.data_model.packet.Packet) -> None", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.register_run": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.register_run", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.register_run", "type": "function", "doc": "

Register a live run for this io handler

\n", "signature": "(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.get_live_run": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.get_live_run", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.get_live_run", "type": "function", "doc": "

Get the associated live run for this handler, asserting it's set

\n", "signature": "(self) -> mephisto.operations.datatypes.LiveTaskRun", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.launch_channels": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.launch_channels", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.launch_channels", "type": "function", "doc": "

Launch and register all of the channels for this live run to this IO handler

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.associate_agent_with_registration": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.associate_agent_with_registration", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.associate_agent_with_registration", "type": "function", "doc": "

Given an agent id and request id, registers the agent id to the channel\nthat the request was made from

\n", "signature": "(self, agent_id: str, request_id: str, registration_id: str) -> None", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.enqueue_agent_details": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.enqueue_agent_details", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.enqueue_agent_details", "type": "function", "doc": "

Synchronous method to enqueue a message sending the given agent details

\n", "signature": "(self, request_id: str, additional_data: Dict[str, Any])", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.send_live_update": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.send_live_update", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.send_live_update", "type": "function", "doc": "

Send a live data packet to the given agent id

\n", "signature": "(self, agent_id: str, data: Dict[str, Any])", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.send_status_update": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.send_status_update", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.send_status_update", "type": "function", "doc": "

Update the status for the given agent

\n", "signature": "(self, agent_id: str, status: str)", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.process_outgoing_queue": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.process_outgoing_queue", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.process_outgoing_queue", "type": "function", "doc": "

Sends messages from the given list until it is empty

\n", "signature": "(self, message_queue: 'Queue[Packet]') -> None", "funcdef": "def"}, "mephisto.operations.client_io_handler.ClientIOHandler.shutdown": {"fullname": "mephisto.operations.client_io_handler.ClientIOHandler.shutdown", "modulename": "mephisto.operations.client_io_handler", "qualname": "ClientIOHandler.shutdown", "type": "function", "doc": "

Close any channels related to a LiveTaskRun, clean up any resources

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.config_handler": {"fullname": "mephisto.operations.config_handler", "modulename": "mephisto.operations.config_handler", "type": "module", "doc": "

\n"}, "mephisto.operations.config_handler.get_raw_config": {"fullname": "mephisto.operations.config_handler.get_raw_config", "modulename": "mephisto.operations.config_handler", "qualname": "get_raw_config", "type": "function", "doc": "

Returns the raw string config as written in the YAML config file

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.operations.config_handler.get_config": {"fullname": "mephisto.operations.config_handler.get_config", "modulename": "mephisto.operations.config_handler", "qualname": "get_config", "type": "function", "doc": "

Get the data out of the YAML config file

\n", "signature": "() -> Dict[str, Any]", "funcdef": "def"}, "mephisto.operations.config_handler.write_config": {"fullname": "mephisto.operations.config_handler.write_config", "modulename": "mephisto.operations.config_handler", "qualname": "write_config", "type": "function", "doc": "

Write the given dictionary to the config yaml

\n", "signature": "(config_data: Dict[str, Any])", "funcdef": "def"}, "mephisto.operations.config_handler.init_config": {"fullname": "mephisto.operations.config_handler.init_config", "modulename": "mephisto.operations.config_handler", "qualname": "init_config", "type": "function", "doc": "

\n", "signature": "() -> None", "funcdef": "def"}, "mephisto.operations.config_handler.add_config_arg": {"fullname": "mephisto.operations.config_handler.add_config_arg", "modulename": "mephisto.operations.config_handler", "qualname": "add_config_arg", "type": "function", "doc": "

Add an argument to the YAML config, overwriting existing

\n", "signature": "(section: str, key: str, value: Any) -> None", "funcdef": "def"}, "mephisto.operations.config_handler.get_config_arg": {"fullname": "mephisto.operations.config_handler.get_config_arg", "modulename": "mephisto.operations.config_handler", "qualname": "get_config_arg", "type": "function", "doc": "

Get an argument from the YAML config. Return None if it doesn't exist

\n", "signature": "(section: str, key: str) -> Any", "funcdef": "def"}, "mephisto.operations.datatypes": {"fullname": "mephisto.operations.datatypes", "modulename": "mephisto.operations.datatypes", "type": "module", "doc": "

This file contains the various datatypes that are used on the operations layer\nto facilitate executing task runs.

\n"}, "mephisto.operations.datatypes.LoopWrapper": {"fullname": "mephisto.operations.datatypes.LoopWrapper", "modulename": "mephisto.operations.datatypes", "qualname": "LoopWrapper", "type": "class", "doc": "

\n"}, "mephisto.operations.datatypes.LoopWrapper.__init__": {"fullname": "mephisto.operations.datatypes.LoopWrapper.__init__", "modulename": "mephisto.operations.datatypes", "qualname": "LoopWrapper.__init__", "type": "function", "doc": "

\n", "signature": "(self, event_loop: asyncio.events.AbstractEventLoop)", "funcdef": "def"}, "mephisto.operations.datatypes.LoopWrapper.set_active_thread": {"fullname": "mephisto.operations.datatypes.LoopWrapper.set_active_thread", "modulename": "mephisto.operations.datatypes", "qualname": "LoopWrapper.set_active_thread", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.operations.datatypes.LoopWrapper.execute_coro": {"fullname": "mephisto.operations.datatypes.LoopWrapper.execute_coro", "modulename": "mephisto.operations.datatypes", "qualname": "LoopWrapper.execute_coro", "type": "function", "doc": "

Execute this coroutine in the loop, regardless of callsite

\n", "signature": "(self, coro) -> None", "funcdef": "def"}, "mephisto.operations.datatypes.LiveTaskRun": {"fullname": "mephisto.operations.datatypes.LiveTaskRun", "modulename": "mephisto.operations.datatypes", "qualname": "LiveTaskRun", "type": "class", "doc": "

LiveTaskRun(task_run: 'TaskRun', architect: 'Architect', blueprint: 'Blueprint', provider: 'CrowdProvider', qualifications: List[Dict[str, Any]], task_runner: 'TaskRunner', task_launcher: 'TaskLauncher', client_io: 'ClientIOHandler', worker_pool: 'WorkerPool', loop_wrap: mephisto.operations.datatypes.LoopWrapper, force_shutdown: bool = False)

\n"}, "mephisto.operations.datatypes.LiveTaskRun.__init__": {"fullname": "mephisto.operations.datatypes.LiveTaskRun.__init__", "modulename": "mephisto.operations.datatypes", "qualname": "LiveTaskRun.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n task_run: mephisto.data_model.task_run.TaskRun,\n architect: mephisto.abstractions.architect.Architect,\n blueprint: mephisto.abstractions.blueprint.Blueprint,\n provider: mephisto.abstractions.crowd_provider.CrowdProvider,\n qualifications: List[Dict[str, Any]],\n task_runner: mephisto.abstractions._subcomponents.task_runner.TaskRunner,\n task_launcher: mephisto.operations.task_launcher.TaskLauncher,\n client_io: mephisto.operations.client_io_handler.ClientIOHandler,\n worker_pool: mephisto.operations.worker_pool.WorkerPool,\n loop_wrap: mephisto.operations.datatypes.LoopWrapper,\n force_shutdown: bool = False\n)", "funcdef": "def"}, "mephisto.operations.datatypes.LiveTaskRun.force_shutdown": {"fullname": "mephisto.operations.datatypes.LiveTaskRun.force_shutdown", "modulename": "mephisto.operations.datatypes", "qualname": "LiveTaskRun.force_shutdown", "type": "variable", "doc": "

\n", "annotation": ": bool", "default_value": " = False"}, "mephisto.operations.datatypes.LiveTaskRun.shutdown": {"fullname": "mephisto.operations.datatypes.LiveTaskRun.shutdown", "modulename": "mephisto.operations.datatypes", "qualname": "LiveTaskRun.shutdown", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.operations.datatypes.WorkerFailureReasons": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons", "type": "class", "doc": "

\n"}, "mephisto.operations.datatypes.WorkerFailureReasons.__init__": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.__init__", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.__init__", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.operations.datatypes.WorkerFailureReasons.NOT_QUALIFIED": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.NOT_QUALIFIED", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.NOT_QUALIFIED", "type": "variable", "doc": "

\n", "default_value": " = 'You are not currently qualified to work on this task...'"}, "mephisto.operations.datatypes.WorkerFailureReasons.NO_AVAILABLE_UNITS": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.NO_AVAILABLE_UNITS", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.NO_AVAILABLE_UNITS", "type": "variable", "doc": "

\n", "default_value": " = 'There is currently no available work, please try again later...'"}, "mephisto.operations.datatypes.WorkerFailureReasons.TOO_MANY_CONCURRENT": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.TOO_MANY_CONCURRENT", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.TOO_MANY_CONCURRENT", "type": "variable", "doc": "

\n", "default_value": " = 'You are currently working on too many tasks concurrently to accept another, please finish your current work.'"}, "mephisto.operations.datatypes.WorkerFailureReasons.MAX_FOR_TASK": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.MAX_FOR_TASK", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.MAX_FOR_TASK", "type": "variable", "doc": "

\n", "default_value": " = 'You have already completed the maximum amount of tasks the requester has set for this task.'"}, "mephisto.operations.datatypes.WorkerFailureReasons.TASK_MISSING": {"fullname": "mephisto.operations.datatypes.WorkerFailureReasons.TASK_MISSING", "modulename": "mephisto.operations.datatypes", "qualname": "WorkerFailureReasons.TASK_MISSING", "type": "variable", "doc": "

\n", "default_value": " = 'You appear to have already completed this task, or have disconnected long enough for your session to clear...'"}, "mephisto.operations.hydra_config": {"fullname": "mephisto.operations.hydra_config", "modulename": "mephisto.operations.hydra_config", "type": "module", "doc": "

\n"}, "mephisto.operations.hydra_config.DatabaseArgs": {"fullname": "mephisto.operations.hydra_config.DatabaseArgs", "modulename": "mephisto.operations.hydra_config", "qualname": "DatabaseArgs", "type": "class", "doc": "

DatabaseArgs(_database_type: str = 'singleton')

\n"}, "mephisto.operations.hydra_config.DatabaseArgs.__init__": {"fullname": "mephisto.operations.hydra_config.DatabaseArgs.__init__", "modulename": "mephisto.operations.hydra_config", "qualname": "DatabaseArgs.__init__", "type": "function", "doc": "

\n", "signature": "(self, _database_type: str = 'singleton')", "funcdef": "def"}, "mephisto.operations.hydra_config.MephistoConfig": {"fullname": "mephisto.operations.hydra_config.MephistoConfig", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig", "type": "class", "doc": "

MephistoConfig(blueprint: mephisto.abstractions.blueprint.BlueprintArgs = '???', provider: mephisto.abstractions.crowd_provider.ProviderArgs = '???', architect: mephisto.abstractions.architect.ArchitectArgs = '???', task: mephisto.data_model.task_run.TaskRunArgs = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database: mephisto.operations.hydra_config.DatabaseArgs = DatabaseArgs(_database_type='singleton'), log_level: str = 'info')

\n"}, "mephisto.operations.hydra_config.MephistoConfig.__init__": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.__init__", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n blueprint: mephisto.abstractions.blueprint.BlueprintArgs = '???',\n provider: mephisto.abstractions.crowd_provider.ProviderArgs = '???',\n architect: mephisto.abstractions.architect.ArchitectArgs = '???',\n task: mephisto.data_model.task_run.TaskRunArgs = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600),\n database: mephisto.operations.hydra_config.DatabaseArgs = DatabaseArgs(_database_type='singleton'),\n log_level: str = 'info'\n)", "funcdef": "def"}, "mephisto.operations.hydra_config.MephistoConfig.blueprint": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.blueprint", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.blueprint", "type": "variable", "doc": "

\n", "annotation": ": mephisto.abstractions.blueprint.BlueprintArgs", "default_value": " = '???'"}, "mephisto.operations.hydra_config.MephistoConfig.provider": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.provider", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.provider", "type": "variable", "doc": "

\n", "annotation": ": mephisto.abstractions.crowd_provider.ProviderArgs", "default_value": " = '???'"}, "mephisto.operations.hydra_config.MephistoConfig.architect": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.architect", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.architect", "type": "variable", "doc": "

\n", "annotation": ": mephisto.abstractions.architect.ArchitectArgs", "default_value": " = '???'"}, "mephisto.operations.hydra_config.MephistoConfig.task": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.task", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.task", "type": "variable", "doc": "

\n", "annotation": ": mephisto.data_model.task_run.TaskRunArgs", "default_value": " = TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600)"}, "mephisto.operations.hydra_config.MephistoConfig.database": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.database", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.database", "type": "variable", "doc": "

\n", "annotation": ": mephisto.operations.hydra_config.DatabaseArgs", "default_value": " = DatabaseArgs(_database_type='singleton')"}, "mephisto.operations.hydra_config.MephistoConfig.log_level": {"fullname": "mephisto.operations.hydra_config.MephistoConfig.log_level", "modulename": "mephisto.operations.hydra_config", "qualname": "MephistoConfig.log_level", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = 'info'"}, "mephisto.operations.hydra_config.TaskConfig": {"fullname": "mephisto.operations.hydra_config.TaskConfig", "modulename": "mephisto.operations.hydra_config", "qualname": "TaskConfig", "type": "class", "doc": "

TaskConfig(mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', num_tasks: int = 5)

\n"}, "mephisto.operations.hydra_config.TaskConfig.__init__": {"fullname": "mephisto.operations.hydra_config.TaskConfig.__init__", "modulename": "mephisto.operations.hydra_config", "qualname": "TaskConfig.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'),\n task_dir: str = '/Users/jju/miniconda3/envs/py38/bin',\n num_tasks: int = 5\n)", "funcdef": "def"}, "mephisto.operations.hydra_config.TaskConfig.mephisto": {"fullname": "mephisto.operations.hydra_config.TaskConfig.mephisto", "modulename": "mephisto.operations.hydra_config", "qualname": "TaskConfig.mephisto", "type": "variable", "doc": "

\n", "annotation": ": mephisto.operations.hydra_config.MephistoConfig", "default_value": " = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info')"}, "mephisto.operations.hydra_config.TaskConfig.task_dir": {"fullname": "mephisto.operations.hydra_config.TaskConfig.task_dir", "modulename": "mephisto.operations.hydra_config", "qualname": "TaskConfig.task_dir", "type": "variable", "doc": "

\n", "annotation": ": str", "default_value": " = '/Users/jju/miniconda3/envs/py38/bin'"}, "mephisto.operations.hydra_config.TaskConfig.num_tasks": {"fullname": "mephisto.operations.hydra_config.TaskConfig.num_tasks", "modulename": "mephisto.operations.hydra_config", "qualname": "TaskConfig.num_tasks", "type": "variable", "doc": "

\n", "annotation": ": int", "default_value": " = 5"}, "mephisto.operations.hydra_config.register_abstraction_config": {"fullname": "mephisto.operations.hydra_config.register_abstraction_config", "modulename": "mephisto.operations.hydra_config", "qualname": "register_abstraction_config", "type": "function", "doc": "

\n", "signature": "(name: str, node: Any, abstraction_type: str)", "funcdef": "def"}, "mephisto.operations.hydra_config.build_default_task_config": {"fullname": "mephisto.operations.hydra_config.build_default_task_config", "modulename": "mephisto.operations.hydra_config", "qualname": "build_default_task_config", "type": "function", "doc": "

\n", "signature": "(conf_name: str) -> Type[mephisto.operations.hydra_config.TaskConfig]", "funcdef": "def"}, "mephisto.operations.hydra_config.RunScriptConfig": {"fullname": "mephisto.operations.hydra_config.RunScriptConfig", "modulename": "mephisto.operations.hydra_config", "qualname": "RunScriptConfig", "type": "class", "doc": "

RunScriptConfig(mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'), task_dir: str = '/Users/jju/miniconda3/envs/py38/bin', num_tasks: int = 5)

\n", "bases": "TaskConfig"}, "mephisto.operations.hydra_config.RunScriptConfig.__init__": {"fullname": "mephisto.operations.hydra_config.RunScriptConfig.__init__", "modulename": "mephisto.operations.hydra_config", "qualname": "RunScriptConfig.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n mephisto: mephisto.operations.hydra_config.MephistoConfig = MephistoConfig(blueprint='???', provider='???', architect='???', task=TaskRunArgs(task_name='???', task_title='???', task_description='???', task_reward='???', task_tags='???', assignment_duration_in_seconds=1800, allowed_concurrent=0, maximum_units_per_worker=0, max_num_concurrent_units=0, submission_timeout=600), database=DatabaseArgs(_database_type='singleton'), log_level='info'),\n task_dir: str = '/Users/jju/miniconda3/envs/py38/bin',\n num_tasks: int = 5\n)", "funcdef": "def"}, "mephisto.operations.hydra_config.initialize_named_configs": {"fullname": "mephisto.operations.hydra_config.initialize_named_configs", "modulename": "mephisto.operations.hydra_config", "qualname": "initialize_named_configs", "type": "function", "doc": "

Functionality to register the core mephisto configuration structure. Must be done in __init__

\n", "signature": "()", "funcdef": "def"}, "mephisto.operations.hydra_config.register_script_config": {"fullname": "mephisto.operations.hydra_config.register_script_config", "modulename": "mephisto.operations.hydra_config", "qualname": "register_script_config", "type": "function", "doc": "

\n", "signature": "(name: str, module: Any)", "funcdef": "def"}, "mephisto.operations.hydra_config.check_for_hydra_compat": {"fullname": "mephisto.operations.hydra_config.check_for_hydra_compat", "modulename": "mephisto.operations.hydra_config", "qualname": "check_for_hydra_compat", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.operations.hydra_config.get_dict_from_field": {"fullname": "mephisto.operations.hydra_config.get_dict_from_field", "modulename": "mephisto.operations.hydra_config", "qualname": "get_dict_from_field", "type": "function", "doc": "

Extract all of the arguments from an argument group\nand return a dict mapping from argument dest to argument dict

\n", "signature": "(in_field: dataclasses.Field) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.operations.hydra_config.get_extra_argument_dicts": {"fullname": "mephisto.operations.hydra_config.get_extra_argument_dicts", "modulename": "mephisto.operations.hydra_config", "qualname": "get_extra_argument_dicts", "type": "function", "doc": "

Produce the argument dicts for the given customizable class\n(Blueprint, Architect, etc)

\n", "signature": "(customizable_class: Any) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.operations.hydra_config.get_task_state_dicts": {"fullname": "mephisto.operations.hydra_config.get_task_state_dicts", "modulename": "mephisto.operations.hydra_config", "qualname": "get_task_state_dicts", "type": "function", "doc": "

Return the SharedTaskState configurable class for the given blueprint

\n", "signature": "(\n customizable_class: type[mephisto.abstractions.blueprint.Blueprint]\n) -> List[Dict[str, Any]]", "funcdef": "def"}, "mephisto.operations.hydra_config.parse_arg_dict": {"fullname": "mephisto.operations.hydra_config.parse_arg_dict", "modulename": "mephisto.operations.hydra_config", "qualname": "parse_arg_dict", "type": "function", "doc": "

Get the ArgsClass for a class, then parse the given args using\nit. Return the DictConfig of the finalized namespace.

\n", "signature": "(\n customizable_class: Any,\n args: Dict[str, Any]\n) -> omegaconf.dictconfig.DictConfig", "funcdef": "def"}, "mephisto.operations.operator": {"fullname": "mephisto.operations.operator", "modulename": "mephisto.operations.operator", "type": "module", "doc": "

\n"}, "mephisto.operations.operator.Operator": {"fullname": "mephisto.operations.operator.Operator", "modulename": "mephisto.operations.operator", "qualname": "Operator", "type": "class", "doc": "

Acting as the controller behind the curtain, the Operator class\nis responsible for managing the knobs, switches, and dials\nof the rest of the Mephisto architecture.

\n\n

Most convenience scripts for using Mephisto will use an Operator\nto get the job done, though this class itself is also a\ngood model to use to understand how the underlying\narchitecture works in order to build custom jobs or workflows.

\n"}, "mephisto.operations.operator.Operator.__init__": {"fullname": "mephisto.operations.operator.Operator.__init__", "modulename": "mephisto.operations.operator", "qualname": "Operator.__init__", "type": "function", "doc": "

\n", "signature": "(self, db: mephisto.abstractions.database.MephistoDB)", "funcdef": "def"}, "mephisto.operations.operator.Operator.get_running_task_runs": {"fullname": "mephisto.operations.operator.Operator.get_running_task_runs", "modulename": "mephisto.operations.operator", "qualname": "Operator.get_running_task_runs", "type": "function", "doc": "

Return the currently running task runs and their handlers

\n", "signature": "(self) -> Dict[str, mephisto.operations.datatypes.LiveTaskRun]", "funcdef": "def"}, "mephisto.operations.operator.Operator.validate_and_run_config_or_die": {"fullname": "mephisto.operations.operator.Operator.validate_and_run_config_or_die", "modulename": "mephisto.operations.operator", "qualname": "Operator.validate_and_run_config_or_die", "type": "function", "doc": "

\n", "signature": "(\n self,\n run_config: omegaconf.dictconfig.DictConfig,\n shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None\n) -> str", "funcdef": "def"}, "mephisto.operations.operator.Operator.launch_task_run_or_die": {"fullname": "mephisto.operations.operator.Operator.launch_task_run_or_die", "modulename": "mephisto.operations.operator", "qualname": "Operator.launch_task_run_or_die", "type": "function", "doc": "

Parse the given arguments and launch a job.

\n", "signature": "(\n self,\n run_config: omegaconf.dictconfig.DictConfig,\n shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None\n) -> str", "funcdef": "def"}, "mephisto.operations.operator.Operator.force_shutdown": {"fullname": "mephisto.operations.operator.Operator.force_shutdown", "modulename": "mephisto.operations.operator", "qualname": "Operator.force_shutdown", "type": "function", "doc": "

Force a best-effort shutdown of everything, letting no individual\nshutdown step suspend for more than the timeout before moving on.

\n\n

Skips waiting for in-flight assignments to rush the shutdown.

\n\n

* Should only be used in sandbox or test environments. *

\n", "signature": "(self, timeout=5)", "funcdef": "def"}, "mephisto.operations.operator.Operator.shutdown_async": {"fullname": "mephisto.operations.operator.Operator.shutdown_async", "modulename": "mephisto.operations.operator", "qualname": "Operator.shutdown_async", "type": "function", "doc": "

Shut down the asyncio parts of the Operator

\n", "signature": "(self)", "funcdef": "async def"}, "mephisto.operations.operator.Operator.shutdown": {"fullname": "mephisto.operations.operator.Operator.shutdown", "modulename": "mephisto.operations.operator", "qualname": "Operator.shutdown", "type": "function", "doc": "

\n", "signature": "(self, skip_input=True)", "funcdef": "def"}, "mephisto.operations.operator.Operator.validate_and_run_config": {"fullname": "mephisto.operations.operator.Operator.validate_and_run_config", "modulename": "mephisto.operations.operator", "qualname": "Operator.validate_and_run_config", "type": "function", "doc": "

\n", "signature": "(\n self,\n run_config: omegaconf.dictconfig.DictConfig,\n shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None\n) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.operations.operator.Operator.launch_task_run": {"fullname": "mephisto.operations.operator.Operator.launch_task_run", "modulename": "mephisto.operations.operator", "qualname": "Operator.launch_task_run", "type": "function", "doc": "

Wrapper around validate_and_run_config_or_die that prints errors on\nfailure, rather than throwing. Generally for use in scripts.

\n", "signature": "(\n self,\n run_config: omegaconf.dictconfig.DictConfig,\n shared_state: Union[mephisto.abstractions.blueprint.SharedTaskState, NoneType] = None\n) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.operations.operator.Operator.print_run_details": {"fullname": "mephisto.operations.operator.Operator.print_run_details", "modulename": "mephisto.operations.operator", "qualname": "Operator.print_run_details", "type": "function", "doc": "

Print details about running tasks

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.operations.operator.Operator.wait_for_runs_then_shutdown": {"fullname": "mephisto.operations.operator.Operator.wait_for_runs_then_shutdown", "modulename": "mephisto.operations.operator", "qualname": "Operator.wait_for_runs_then_shutdown", "type": "function", "doc": "

Wait for task_runs to complete, and then shutdown.

\n\n

Set log_rate to get print statements of currently running tasks\nat the specified interval

\n", "signature": "(\n self,\n skip_input=False,\n log_rate: Union[int, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.operations.registry": {"fullname": "mephisto.operations.registry", "modulename": "mephisto.operations.registry", "type": "module", "doc": "

\n"}, "mephisto.operations.registry.BLUEPRINTS": {"fullname": "mephisto.operations.registry.BLUEPRINTS", "modulename": "mephisto.operations.registry", "qualname": "BLUEPRINTS", "type": "variable", "doc": "

\n", "annotation": ": dict[str, type[mephisto.abstractions.blueprint.Blueprint]]", "default_value": " = {'parlai_chat': , 'mock': , 'static_task': , 'remote_procedure': , 'static_react_task': }"}, "mephisto.operations.registry.ARCHITECTS": {"fullname": "mephisto.operations.registry.ARCHITECTS", "modulename": "mephisto.operations.registry", "qualname": "ARCHITECTS", "type": "variable", "doc": "

\n", "annotation": ": dict[str, type[mephisto.abstractions.architect.Architect]]", "default_value": " = {'mock': , 'local': , 'heroku': , 'ec2': }"}, "mephisto.operations.registry.PROVIDERS": {"fullname": "mephisto.operations.registry.PROVIDERS", "modulename": "mephisto.operations.registry", "qualname": "PROVIDERS", "type": "variable", "doc": "

\n", "annotation": ": dict[str, type[mephisto.abstractions.crowd_provider.CrowdProvider]]", "default_value": " = {'mock': , 'mturk': , 'mturk_sandbox': }"}, "mephisto.operations.registry.register_mephisto_abstraction": {"fullname": "mephisto.operations.registry.register_mephisto_abstraction", "modulename": "mephisto.operations.registry", "qualname": "register_mephisto_abstraction", "type": "function", "doc": "

Decorator method for classes that extend a mephisto abstraction, used\nto pull Mephisto abstractions out of anywhere that defines them.

\n", "signature": "()", "funcdef": "def"}, "mephisto.operations.registry.uses_mephisto": {"fullname": "mephisto.operations.registry.uses_mephisto", "modulename": "mephisto.operations.registry", "qualname": "uses_mephisto", "type": "function", "doc": "

Register a module as having defined classes for special Mephisto abstractions.\nShould be put in the __init__.py of the base module.

\n", "signature": "(module: Any)", "funcdef": "def"}, "mephisto.operations.registry.fill_registries": {"fullname": "mephisto.operations.registry.fill_registries", "modulename": "mephisto.operations.registry", "qualname": "fill_registries", "type": "function", "doc": "

Ensure that all of the required modules are picked up by the mephisto server

\n", "signature": "()", "funcdef": "def"}, "mephisto.operations.registry.get_crowd_provider_from_type": {"fullname": "mephisto.operations.registry.get_crowd_provider_from_type", "modulename": "mephisto.operations.registry", "qualname": "get_crowd_provider_from_type", "type": "function", "doc": "

Return the crowd provider class for the given string

\n", "signature": "(\n provider_type: str\n) -> type[mephisto.abstractions.crowd_provider.CrowdProvider]", "funcdef": "def"}, "mephisto.operations.registry.get_blueprint_from_type": {"fullname": "mephisto.operations.registry.get_blueprint_from_type", "modulename": "mephisto.operations.registry", "qualname": "get_blueprint_from_type", "type": "function", "doc": "

Return the blueprint class for the given string

\n", "signature": "(task_type: str) -> type[mephisto.abstractions.blueprint.Blueprint]", "funcdef": "def"}, "mephisto.operations.registry.get_architect_from_type": {"fullname": "mephisto.operations.registry.get_architect_from_type", "modulename": "mephisto.operations.registry", "qualname": "get_architect_from_type", "type": "function", "doc": "

Return the architect class for the given string

\n", "signature": "(\n architect_type: str\n) -> type[mephisto.abstractions.architect.Architect]", "funcdef": "def"}, "mephisto.operations.registry.get_valid_provider_types": {"fullname": "mephisto.operations.registry.get_valid_provider_types", "modulename": "mephisto.operations.registry", "qualname": "get_valid_provider_types", "type": "function", "doc": "

Return the valid provider types that are currently supported by\nthe mephisto framework

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.operations.registry.get_valid_blueprint_types": {"fullname": "mephisto.operations.registry.get_valid_blueprint_types", "modulename": "mephisto.operations.registry", "qualname": "get_valid_blueprint_types", "type": "function", "doc": "

Return the valid provider types that are currently supported by\nthe mephisto framework

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.operations.registry.get_valid_architect_types": {"fullname": "mephisto.operations.registry.get_valid_architect_types", "modulename": "mephisto.operations.registry", "qualname": "get_valid_architect_types", "type": "function", "doc": "

Return the valid provider types that are currently supported by\nthe mephisto framework

\n", "signature": "() -> List[str]", "funcdef": "def"}, "mephisto.operations.task_launcher": {"fullname": "mephisto.operations.task_launcher", "modulename": "mephisto.operations.task_launcher", "type": "module", "doc": "

\n"}, "mephisto.operations.task_launcher.GeneratorType": {"fullname": "mephisto.operations.task_launcher.GeneratorType", "modulename": "mephisto.operations.task_launcher", "qualname": "GeneratorType", "type": "class", "doc": "

An enumeration.

\n", "bases": "enum.Enum"}, "mephisto.operations.task_launcher.GeneratorType.NONE": {"fullname": "mephisto.operations.task_launcher.GeneratorType.NONE", "modulename": "mephisto.operations.task_launcher", "qualname": "GeneratorType.NONE", "type": "variable", "doc": "

\n", "default_value": " = "}, "mephisto.operations.task_launcher.GeneratorType.UNIT": {"fullname": "mephisto.operations.task_launcher.GeneratorType.UNIT", "modulename": "mephisto.operations.task_launcher", "qualname": "GeneratorType.UNIT", "type": "variable", "doc": "

\n", "default_value": " = "}, "mephisto.operations.task_launcher.GeneratorType.ASSIGNMENT": {"fullname": "mephisto.operations.task_launcher.GeneratorType.ASSIGNMENT", "modulename": "mephisto.operations.task_launcher", "qualname": "GeneratorType.ASSIGNMENT", "type": "variable", "doc": "

\n", "default_value": " = "}, "mephisto.operations.task_launcher.TaskLauncher": {"fullname": "mephisto.operations.task_launcher.TaskLauncher", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher", "type": "class", "doc": "

This class is responsible for managing the process of registering\nand launching units, including the steps for pre-processing\ndata and storing them locally for assignments when appropriate.

\n"}, "mephisto.operations.task_launcher.TaskLauncher.__init__": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.__init__", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.__init__", "type": "function", "doc": "

Prepare the task launcher to get it ready to launch the assignments

\n", "signature": "(\n self,\n db: mephisto.abstractions.database.MephistoDB,\n task_run: mephisto.data_model.task_run.TaskRun,\n assignment_data_iterator: Iterable[mephisto.data_model.assignment.InitializationData],\n max_num_concurrent_units: int = 0\n)", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.create_assignments": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.create_assignments", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.create_assignments", "type": "function", "doc": "

Create an assignment and associated units for the generated assignment data

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.generate_units": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.generate_units", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.generate_units", "type": "function", "doc": "

units generator which checks that only 'max_num_concurrent_units' running at the same time,\ni.e. in the LAUNCHED or ASSIGNED states

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.launch_units": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.launch_units", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.launch_units", "type": "function", "doc": "

launch any units registered by this TaskLauncher

\n", "signature": "(self, url: str) -> None", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.launch_evaluation_unit": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.launch_evaluation_unit", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.launch_evaluation_unit", "type": "function", "doc": "

Launch a specific evaluation unit, used for quality control

\n", "signature": "(\n self,\n unit_data: Dict[str, Any],\n unit_type_index: int\n) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.launch_screening_unit": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.launch_screening_unit", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.launch_screening_unit", "type": "function", "doc": "

Launch a screening unit, which should never return to the pool

\n", "signature": "(self, unit_data: Dict[str, Any]) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.launch_gold_unit": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.launch_gold_unit", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.launch_gold_unit", "type": "function", "doc": "

Launch a screening unit, which should never return to the pool

\n", "signature": "(self, unit_data: Dict[str, Any]) -> mephisto.data_model.unit.Unit", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.get_assignments_are_all_created": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.get_assignments_are_all_created", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.get_assignments_are_all_created", "type": "function", "doc": "

\n", "signature": "(self) -> bool", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.expire_units": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.expire_units", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.expire_units", "type": "function", "doc": "

Clean up all units on this TaskLauncher

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.task_launcher.TaskLauncher.shutdown": {"fullname": "mephisto.operations.task_launcher.TaskLauncher.shutdown", "modulename": "mephisto.operations.task_launcher", "qualname": "TaskLauncher.shutdown", "type": "function", "doc": "

Clean up running threads for generating assignments and units

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.worker_pool": {"fullname": "mephisto.operations.worker_pool", "modulename": "mephisto.operations.worker_pool", "type": "module", "doc": "

\n"}, "mephisto.operations.worker_pool.OnboardingInfo": {"fullname": "mephisto.operations.worker_pool.OnboardingInfo", "modulename": "mephisto.operations.worker_pool", "qualname": "OnboardingInfo", "type": "class", "doc": "

OnboardingInfo(crowd_data: Dict[str, Any], request_id: str)

\n"}, "mephisto.operations.worker_pool.OnboardingInfo.__init__": {"fullname": "mephisto.operations.worker_pool.OnboardingInfo.__init__", "modulename": "mephisto.operations.worker_pool", "qualname": "OnboardingInfo.__init__", "type": "function", "doc": "

\n", "signature": "(self, crowd_data: Dict[str, Any], request_id: str)", "funcdef": "def"}, "mephisto.operations.worker_pool.AgentDetails": {"fullname": "mephisto.operations.worker_pool.AgentDetails", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails", "type": "class", "doc": "

Class containing the information for a newly initialized frontend agent

\n"}, "mephisto.operations.worker_pool.AgentDetails.__init__": {"fullname": "mephisto.operations.worker_pool.AgentDetails.__init__", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.__init__", "type": "function", "doc": "

\n", "signature": "(\n self,\n worker_id: Union[str, NoneType] = None,\n agent_id: Union[str, NoneType] = None,\n init_task_data: Union[Dict[str, Any], NoneType] = None,\n failure_reason: Union[str, NoneType] = None\n)", "funcdef": "def"}, "mephisto.operations.worker_pool.AgentDetails.worker_id": {"fullname": "mephisto.operations.worker_pool.AgentDetails.worker_id", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.worker_id", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = None"}, "mephisto.operations.worker_pool.AgentDetails.agent_id": {"fullname": "mephisto.operations.worker_pool.AgentDetails.agent_id", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.agent_id", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = None"}, "mephisto.operations.worker_pool.AgentDetails.init_task_data": {"fullname": "mephisto.operations.worker_pool.AgentDetails.init_task_data", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.init_task_data", "type": "variable", "doc": "

\n", "annotation": ": Union[Dict[str, Any], NoneType]", "default_value": " = None"}, "mephisto.operations.worker_pool.AgentDetails.failure_reason": {"fullname": "mephisto.operations.worker_pool.AgentDetails.failure_reason", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.failure_reason", "type": "variable", "doc": "

\n", "annotation": ": Union[str, NoneType]", "default_value": " = None"}, "mephisto.operations.worker_pool.AgentDetails.to_dict": {"fullname": "mephisto.operations.worker_pool.AgentDetails.to_dict", "modulename": "mephisto.operations.worker_pool", "qualname": "AgentDetails.to_dict", "type": "function", "doc": "

\n", "signature": "(self)", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool": {"fullname": "mephisto.operations.worker_pool.WorkerPool", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool", "type": "class", "doc": "

The WorkerPool is responsible for tracing the status and state of workers\nand agents that are actively engaged in Mephisto tasks for a given task run. It is\nresponsible for delegating to other classes and controllers on particular status\ntransitions.

\n"}, "mephisto.operations.worker_pool.WorkerPool.__init__": {"fullname": "mephisto.operations.worker_pool.WorkerPool.__init__", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.__init__", "type": "function", "doc": "

\n", "signature": "(self, db: mephisto.abstractions.database.MephistoDB)", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.register_run": {"fullname": "mephisto.operations.worker_pool.WorkerPool.register_run", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.register_run", "type": "function", "doc": "

Register a live run for this worker pool

\n", "signature": "(self, live_run: mephisto.operations.datatypes.LiveTaskRun) -> None", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.get_live_run": {"fullname": "mephisto.operations.worker_pool.WorkerPool.get_live_run", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.get_live_run", "type": "function", "doc": "

Get the associated live run for this worker pool, asserting it's set

\n", "signature": "(self) -> mephisto.operations.datatypes.LiveTaskRun", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.get_agent_for_id": {"fullname": "mephisto.operations.worker_pool.WorkerPool.get_agent_for_id", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.get_agent_for_id", "type": "function", "doc": "

Temporary method to get an agent, while API is figured out

\n", "signature": "(\n self,\n agent_id: str\n) -> Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent, NoneType]", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.register_worker": {"fullname": "mephisto.operations.worker_pool.WorkerPool.register_worker", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.register_worker", "type": "function", "doc": "

First process the worker registration, then hand off for\nregistering an agent

\n", "signature": "(self, crowd_data: Dict[str, Any], request_id: str) -> None", "funcdef": "async def"}, "mephisto.operations.worker_pool.WorkerPool.register_agent_from_onboarding": {"fullname": "mephisto.operations.worker_pool.WorkerPool.register_agent_from_onboarding", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.register_agent_from_onboarding", "type": "function", "doc": "

Convert the onboarding agent to a full agent

\n", "signature": "(self, onboarding_agent: mephisto.data_model.agent.OnboardingAgent)", "funcdef": "async def"}, "mephisto.operations.worker_pool.WorkerPool.reconnect_agent": {"fullname": "mephisto.operations.worker_pool.WorkerPool.reconnect_agent", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.reconnect_agent", "type": "function", "doc": "

When an agent reconnects, find and send the relevant data

\n", "signature": "(self, agent_id: str, request_id: str)", "funcdef": "async def"}, "mephisto.operations.worker_pool.WorkerPool.register_agent": {"fullname": "mephisto.operations.worker_pool.WorkerPool.register_agent", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.register_agent", "type": "function", "doc": "

Process an agent registration packet to register an agent, returning the agent_id

\n", "signature": "(\n self,\n crowd_data: Dict[str, Any],\n worker: mephisto.data_model.worker.Worker,\n request_id: str\n)", "funcdef": "async def"}, "mephisto.operations.worker_pool.WorkerPool.push_status_update": {"fullname": "mephisto.operations.worker_pool.WorkerPool.push_status_update", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.push_status_update", "type": "function", "doc": "

Force a status update for a specific agent, pushing the db status to\nthe frontend client

\n", "signature": "(\n self,\n agent: Union[mephisto.data_model.agent.Agent, mephisto.data_model.agent.OnboardingAgent]\n) -> None", "funcdef": "async def"}, "mephisto.operations.worker_pool.WorkerPool.handle_updated_agent_status": {"fullname": "mephisto.operations.worker_pool.WorkerPool.handle_updated_agent_status", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.handle_updated_agent_status", "type": "function", "doc": "

Handle updating the local statuses for agents based on\nthe previously reported agent statuses.

\n\n

Takes as input a mapping from agent_id to server-side status

\n", "signature": "(self, status_map: Dict[str, str])", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.disconnect_active_agents": {"fullname": "mephisto.operations.worker_pool.WorkerPool.disconnect_active_agents", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.disconnect_active_agents", "type": "function", "doc": "

Under a forced shutdown, set the status of all current agents\nto disconnected to clear their running tasks

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.operations.worker_pool.WorkerPool.shutdown": {"fullname": "mephisto.operations.worker_pool.WorkerPool.shutdown", "modulename": "mephisto.operations.worker_pool", "qualname": "WorkerPool.shutdown", "type": "function", "doc": "

Mark shut down. Handle resource cleanup if necessary

\n", "signature": "(self) -> None", "funcdef": "def"}, "mephisto.scripts": {"fullname": "mephisto.scripts", "modulename": "mephisto.scripts", "type": "module", "doc": "

scripts

\n\n

This directory is for convenience scripts that all Mephisto users may find useful. They should be runnable, polished, and have some kind of API or user interface, as opposed to being methods or modules like those present in the tools directory.

\n\n

Scripts in this directory should be grouped into folders by the abstractions or tasks they relate to.

\n"}, "mephisto.scripts.heroku": {"fullname": "mephisto.scripts.heroku", "modulename": "mephisto.scripts.heroku", "type": "module", "doc": "

\n"}, "mephisto.scripts.heroku.initialize_heroku": {"fullname": "mephisto.scripts.heroku.initialize_heroku", "modulename": "mephisto.scripts.heroku.initialize_heroku", "type": "module", "doc": "

\n"}, "mephisto.scripts.heroku.initialize_heroku.main": {"fullname": "mephisto.scripts.heroku.initialize_heroku.main", "modulename": "mephisto.scripts.heroku.initialize_heroku", "qualname": "main", "type": "function", "doc": "

Force Mephisto to check heroku architect's credentials.\nIf this succeeds, then it's a no-op. If it fails,\nit will print setup instructions

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.local_db": {"fullname": "mephisto.scripts.local_db", "modulename": "mephisto.scripts.local_db", "type": "module", "doc": "

\n"}, "mephisto.scripts.local_db.load_data_to_mephisto_db": {"fullname": "mephisto.scripts.local_db.load_data_to_mephisto_db", "modulename": "mephisto.scripts.local_db.load_data_to_mephisto_db", "type": "module", "doc": "

Utility script that directly loads in data from another place to\nthe MephistoDB under a specified task run, using MockRequester and\nMockWorkers as we don't know where the data actually came from.

\n\n

!! Currently in development, not necessarily for use !!

\n"}, "mephisto.scripts.local_db.load_data_to_mephisto_db.main": {"fullname": "mephisto.scripts.local_db.load_data_to_mephisto_db.main", "modulename": "mephisto.scripts.local_db.load_data_to_mephisto_db", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.mturk": {"fullname": "mephisto.scripts.mturk", "modulename": "mephisto.scripts.mturk", "type": "module", "doc": "

MTurk Scripts

\n\n

This directory contains scripts that may be useful for Mephisto users that use MTurk as a crowd provider. Descriptions of the scripts and what they do can be found here:

\n\n

Cleanup

\n\n

The cleanup script cleanup.py is to be used when a run exits due to a catastrophic failure, such as a power outage, sudden reboot, or series of eager Ctrl-C presses. It will search through any tasks that seem to be active and running, and allow users to select to take them down.

\n\n

Upon run, the script will ask what requester you want to clean up from. It will try to find all of the HITs currently associated with that requester, and see if any of them appear to be broken or active. (If you have an active job running, there's currently no clear way to distinguish between those and ones from a previously failed run). After this the script will ask for whether you want to clean up by title, or just clean up all of the tasks.

\n\n

Soft-block Workers by MTurk ID

\n\n

The script soft_block_workers_by_mturk_id.py exists to allow a smooth transition into using Mephisto for users that may have blocklists in other locations. Mephisto doesn't directly allow granting Mephisto-backed qualifications to workers that are not in the MephistoDB, but this script can be used to assign such a qualification to MTurk workers just by their ID.

\n\n

To use the script, enter the requester name that you would like to assign the block from, the Mephisto qualification name you will be using to block, and then a newline separated list of the MTurk IDs you want to block. After this, entering a blank newline will block all of the given workers.

\n"}, "mephisto.scripts.mturk.cleanup": {"fullname": "mephisto.scripts.mturk.cleanup", "modulename": "mephisto.scripts.mturk.cleanup", "type": "module", "doc": "

Utility script that finds, expires, and disposes HITs that may not\nhave been taking down during a run that exited improperly.

\n"}, "mephisto.scripts.mturk.cleanup.main": {"fullname": "mephisto.scripts.mturk.cleanup.main", "modulename": "mephisto.scripts.mturk.cleanup", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.mturk.identify_broken_units": {"fullname": "mephisto.scripts.mturk.identify_broken_units", "modulename": "mephisto.scripts.mturk.identify_broken_units", "type": "module", "doc": "

\n"}, "mephisto.scripts.mturk.identify_broken_units.main": {"fullname": "mephisto.scripts.mturk.identify_broken_units.main", "modulename": "mephisto.scripts.mturk.identify_broken_units", "qualname": "main", "type": "function", "doc": "

Script to crawl through the database for a specific task run and ensure that\nall of the states of units and related MTurk data is synced up.

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.mturk.launch_makeup_hits": {"fullname": "mephisto.scripts.mturk.launch_makeup_hits", "modulename": "mephisto.scripts.mturk.launch_makeup_hits", "type": "module", "doc": "

\n"}, "mephisto.scripts.mturk.launch_makeup_hits.build_task_config": {"fullname": "mephisto.scripts.mturk.launch_makeup_hits.build_task_config", "modulename": "mephisto.scripts.mturk.launch_makeup_hits", "qualname": "build_task_config", "type": "function", "doc": "

\n", "signature": "(compensation_dict, requester)", "funcdef": "def"}, "mephisto.scripts.mturk.launch_makeup_hits.main": {"fullname": "mephisto.scripts.mturk.launch_makeup_hits.main", "modulename": "mephisto.scripts.mturk.launch_makeup_hits", "qualname": "main", "type": "function", "doc": "

Script to launch makeup tasks for workers that\ncan't be bonused via other avenues.

\n\n

Creates a task for a worker, qualifying them directly,\nand marks as a soft_rejected HIT for the given task name.

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.mturk.print_outstanding_hit_status": {"fullname": "mephisto.scripts.mturk.print_outstanding_hit_status", "modulename": "mephisto.scripts.mturk.print_outstanding_hit_status", "type": "module", "doc": "

Utility script that finds, HITs associated with a specific task run,\nand tries to get their information

\n"}, "mephisto.scripts.mturk.print_outstanding_hit_status.main": {"fullname": "mephisto.scripts.mturk.print_outstanding_hit_status.main", "modulename": "mephisto.scripts.mturk.print_outstanding_hit_status", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.scripts.mturk.soft_block_workers_by_mturk_id": {"fullname": "mephisto.scripts.mturk.soft_block_workers_by_mturk_id", "modulename": "mephisto.scripts.mturk.soft_block_workers_by_mturk_id", "type": "module", "doc": "

\n"}, "mephisto.scripts.mturk.soft_block_workers_by_mturk_id.main": {"fullname": "mephisto.scripts.mturk.soft_block_workers_by_mturk_id.main", "modulename": "mephisto.scripts.mturk.soft_block_workers_by_mturk_id", "qualname": "main", "type": "function", "doc": "

\n", "signature": "()", "funcdef": "def"}, "mephisto.tools": {"fullname": "mephisto.tools", "modulename": "mephisto.tools", "type": "module", "doc": "

Tools

\n\n

The tools directory contains helper methods and modules that allow for lower-level access to the Mephisto data model than the clients provide. These may be useful for creating custom workflows and scripts that are built on Mephisto.

\n\n

At the moment this folder contains the following:

\n\n
    \n
  • MephistoDataBrowser: The MephistoDataBrowser is a convenience tool for accessing all of the units and data associated with a specific task run or task name. It is generally used when reviewing or compiling data.
    • \n
  • scripts.py: The methods available in scripts.py are to be used in user scripts that rely on Mephisto. At the moment, these scripts allow for easy configuration of a database as well as augmentation of a script config for use in a Mephisto TaskRun.
    • \n
\n\n

MephistoDataBrowser

\n\n

The MephistoDataBrowser at the moment can handle the job of getting all Units that are associated with a given task or task run. They can also retrieve the relevant data about a Unit, including the work done for that Unit, if the Unit is completed.

\n\n

It has three usable methods at the moment:

\n\n
    \n
  • get_units_for_run_id: This will return a list of all final Unit's associated with the given task_run_id. These will all be in a terminal state, such as COMPLETED, ACCEPTED or REJECTED. Units that are still in flight will not appear using this method.
    • \n
  • get_units_for_task_name: This will go through all task runs that share the given task_name, and collect their units in the same manner as get_units_for_run_id.
    • \n
  • get_data_from_unit: When given a Unit that is in a terminal state, this method will return data about that Unit, including the Mephisto id of the worker, the status of the work, the data saved by this Unit, and the start and end times for when the worker produced the data.
    • \n
\n\n

examine_utils.py

\n\n

This file contains a number of helper functions that are useful for running reviews over Mephisto data. We provide a high-level script for doing a 'review-by-worker' style evaluation, as well as breakout helper functions that could be useful in alternate review flows.

\n\n
    \n
  • run_examine_by_worker: This function takes a function format_data_for_printing that consumes the result of MephistoDataBrowser.get_data_from_unit, and should print out to terminal a reviewable format. It optionally takes in task_name, block_qualification, and approve_qualification arguments. If task_name is provided, the script will be run in review mode without querying the user for anything.
    • \n
  • print_results: This function takes a task name and display function format_data_for_printing, and an optional int limit, and prints up to limit results to stdout.
    • \n
  • format_worker_stats: Takes in a worker id and set of previous worker stats, and returns the previous stats in the format (accepted_count | total_rejected_count (soft_rejected_count) / total count)
    • \n
  • prompt_for_options: Prompts the user for task_name, block_qualification, and approve_qualification. If provided as an argument, skips. Returns these values after confirming with the user, and if blank uses None.
    • \n
\n\n

scripts.py

\n\n

This file contains a few helper methods for running scripts relying on the MephistoDB. They are as follows:

\n\n
    \n
  • get_db_from_config: This method takes in a hydra-produced DictConfig containing a MephistoConfig (such as a TaskConfig), and returns an initialized MephistoDB compatible with the configuration. Right now this exclusively leverages the LocalMephistoDB.
    • \n
  • augment_config_from_db: This method takes in a TaskConfig and a MephistoDB, parses the content to ensure that a valid requester and architect setup exists, and then updates the config. It also has validation steps that require user confirmation for live runs. It returns the updated config.
    • \n
  • load_db_and_process_config: This is a convenience method that wraps the above two methods, loading in the appropriate MephistoDB and using it to process the script. It returns the db and a valid config.
    • \n
  • process_config_and_get_operator: A convenience wrapper of the above method that _also_ creates an Operator too.
    • \n
  • task_script: This decorator is used to register a Mephisto script for launching task runs. It takes in either a config (TaskConfig) or default_config_file (yaml filename without the .yaml) argument to specify how the script is configured, and wraps a main that takes in an Operator and DictConfig as arguments.
    • \n
\n"}, "mephisto.tools.data_browser": {"fullname": "mephisto.tools.data_browser", "modulename": "mephisto.tools.data_browser", "type": "module", "doc": "

\n"}, "mephisto.tools.data_browser.DataBrowser": {"fullname": "mephisto.tools.data_browser.DataBrowser", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser", "type": "class", "doc": "

Class with convenience methods for getting completed data\nback from runs to parse and manage with other scripts

\n"}, "mephisto.tools.data_browser.DataBrowser.__init__": {"fullname": "mephisto.tools.data_browser.DataBrowser.__init__", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.__init__", "type": "function", "doc": "

\n", "signature": "(self, db=None)", "funcdef": "def"}, "mephisto.tools.data_browser.DataBrowser.get_task_name_list": {"fullname": "mephisto.tools.data_browser.DataBrowser.get_task_name_list", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.get_task_name_list", "type": "function", "doc": "

\n", "signature": "(self) -> List[str]", "funcdef": "def"}, "mephisto.tools.data_browser.DataBrowser.get_units_for_task_name": {"fullname": "mephisto.tools.data_browser.DataBrowser.get_units_for_task_name", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.get_units_for_task_name", "type": "function", "doc": "

Return a list of all Units in a terminal completed state from all\ntask runs with the given task_name

\n", "signature": "(self, task_name: str) -> List[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.tools.data_browser.DataBrowser.get_units_for_run_id": {"fullname": "mephisto.tools.data_browser.DataBrowser.get_units_for_run_id", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.get_units_for_run_id", "type": "function", "doc": "

Return a list of all Units in a terminal completed state from the\ntask run with the given run_id

\n", "signature": "(self, run_id: str) -> List[mephisto.data_model.unit.Unit]", "funcdef": "def"}, "mephisto.tools.data_browser.DataBrowser.get_data_from_unit": {"fullname": "mephisto.tools.data_browser.DataBrowser.get_data_from_unit", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.get_data_from_unit", "type": "function", "doc": "

Return a dict containing all data associated with the given\nunit, including its status, data, and start and end time.

\n\n

Also includes the DB ids for the worker, the unit, and the\nrelevant assignment this unit was a part of.

\n", "signature": "(self, unit: mephisto.data_model.unit.Unit) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.tools.data_browser.DataBrowser.get_workers_with_qualification": {"fullname": "mephisto.tools.data_browser.DataBrowser.get_workers_with_qualification", "modulename": "mephisto.tools.data_browser", "qualname": "DataBrowser.get_workers_with_qualification", "type": "function", "doc": "

Returns a list of 'Worker's for workers who are qualified wrt qualification_name.

\n", "signature": "(\n self,\n qualification_name: str\n) -> List[mephisto.data_model.worker.Worker]", "funcdef": "def"}, "mephisto.tools.examine_utils": {"fullname": "mephisto.tools.examine_utils", "modulename": "mephisto.tools.examine_utils", "type": "module", "doc": "

Utilities specifically for running examine scripts. Example usage can be\nseen in the examine results scripts in the examples directory.

\n"}, "mephisto.tools.examine_utils.print_results": {"fullname": "mephisto.tools.examine_utils.print_results", "modulename": "mephisto.tools.examine_utils", "qualname": "print_results", "type": "function", "doc": "

Script to write out to stdout from start to end results from the task with the given task name

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n task_name: str,\n format_data_for_printing: Callable[[Dict[str, Any]], str],\n start: Union[int, NoneType] = None,\n end: Union[int, NoneType] = None\n) -> None", "funcdef": "def"}, "mephisto.tools.examine_utils.prompt_for_options": {"fullname": "mephisto.tools.examine_utils.prompt_for_options", "modulename": "mephisto.tools.examine_utils", "qualname": "prompt_for_options", "type": "function", "doc": "

Utility to request common user options for examine scripts.\nLeave block_qualification or approve_qualification as empty strings\nto skip their respective prompt.

\n", "signature": "(\n task_name: Union[str, NoneType] = None,\n block_qualification: Union[str, NoneType] = None,\n approve_qualification: Union[str, NoneType] = None\n) -> Tuple[str, Union[str, NoneType], Union[str, NoneType]]", "funcdef": "def"}, "mephisto.tools.examine_utils.get_worker_stats": {"fullname": "mephisto.tools.examine_utils.get_worker_stats", "modulename": "mephisto.tools.examine_utils", "qualname": "get_worker_stats", "type": "function", "doc": "

Traverse a list of units and create a mapping from worker id\nto their units, grouped by their current status

\n", "signature": "(\n units: list[mephisto.data_model.unit.Unit]\n) -> dict[str, dict[str, list[mephisto.data_model.unit.Unit]]]", "funcdef": "def"}, "mephisto.tools.examine_utils.format_worker_stats": {"fullname": "mephisto.tools.examine_utils.format_worker_stats", "modulename": "mephisto.tools.examine_utils", "qualname": "format_worker_stats", "type": "function", "doc": "

When given a worker id and a list of worker stats, return a string\ncontaining the proportion of accepted to rejected work.

\n", "signature": "(\n worker_id: str,\n previous_work_by_worker: dict[str, dict[str, list[mephisto.data_model.unit.Unit]]]\n) -> str", "funcdef": "def"}, "mephisto.tools.examine_utils.run_examine_by_worker": {"fullname": "mephisto.tools.examine_utils.run_examine_by_worker", "modulename": "mephisto.tools.examine_utils", "qualname": "run_examine_by_worker", "type": "function", "doc": "

Basic script for reviewing work, grouped by worker for convenience. First gets\nthe required information to run a review, then

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n format_data_for_printing: Callable[[Dict[str, Any]], str],\n task_name: Union[str, NoneType] = None,\n block_qualification: Union[str, NoneType] = None,\n approve_qualification: Union[str, NoneType] = None\n)", "funcdef": "def"}, "mephisto.tools.examine_utils.run_examine_or_review": {"fullname": "mephisto.tools.examine_utils.run_examine_or_review", "modulename": "mephisto.tools.examine_utils", "qualname": "run_examine_or_review", "type": "function", "doc": "

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n format_data_for_printing: Callable[[Dict[str, Any]], str]\n) -> None", "funcdef": "def"}, "mephisto.tools.scripts": {"fullname": "mephisto.tools.scripts", "modulename": "mephisto.tools.scripts", "type": "module", "doc": "

Utilities that are useful for Mephisto-related scripts.

\n"}, "mephisto.tools.scripts.load_db_and_process_config": {"fullname": "mephisto.tools.scripts.load_db_and_process_config", "modulename": "mephisto.tools.scripts", "qualname": "load_db_and_process_config", "type": "function", "doc": "

Using a Hydra DictConfig built from a TaskConfig,\nload the desired MephistoDB and\nvalidate the config against the database contents, then\nreturn the database and validated config.

\n\n

Takes in an option to print out the configuration before returning

\n", "signature": "(\n cfg: omegaconf.dictconfig.DictConfig,\n print_config=False\n) -> tuple[mephisto.abstractions.database.MephistoDB, omegaconf.dictconfig.DictConfig]", "funcdef": "def"}, "mephisto.tools.scripts.process_config_and_get_operator": {"fullname": "mephisto.tools.scripts.process_config_and_get_operator", "modulename": "mephisto.tools.scripts", "qualname": "process_config_and_get_operator", "type": "function", "doc": "

Using a Hydra DictConfig built from a TaskConfig,\nreturn an operator for that task as well as a validated config.

\n\n

Takes in an option to print out the configuration before returning

\n", "signature": "(\n cfg: omegaconf.dictconfig.DictConfig,\n print_config=False\n) -> tuple[mephisto.operations.operator.Operator, omegaconf.dictconfig.DictConfig]", "funcdef": "def"}, "mephisto.tools.scripts.task_script": {"fullname": "mephisto.tools.scripts.task_script", "modulename": "mephisto.tools.scripts", "qualname": "task_script", "type": "function", "doc": "

Create a decorator for the main of a Mephisto task script

\n\n

Must provide one of config (a TaskConfig dataclass) or default_config_file\n(the location of a default task config hydra yaml), the former\nwill be preferred.

\n\n

May specify a config_path override if not using hydra_configs at the\nrun script location.

\n", "signature": "(\n config: Union[Type[mephisto.operations.hydra_config.TaskConfig], NoneType] = None,\n default_config_file: Union[str, NoneType] = None,\n config_path: str = 'hydra_configs'\n) -> Callable[[~TaskFunction], Any]", "funcdef": "def"}, "mephisto.tools.scripts.get_db_from_config": {"fullname": "mephisto.tools.scripts.get_db_from_config", "modulename": "mephisto.tools.scripts", "qualname": "get_db_from_config", "type": "function", "doc": "

Get a MephistoDB from the given configuration. As of now\nthis defaults to a LocalMephistoDB

\n", "signature": "(\n cfg: omegaconf.dictconfig.DictConfig\n) -> mephisto.abstractions.database.MephistoDB", "funcdef": "def"}, "mephisto.tools.scripts.augment_config_from_db": {"fullname": "mephisto.tools.scripts.augment_config_from_db", "modulename": "mephisto.tools.scripts", "qualname": "augment_config_from_db", "type": "function", "doc": "

Check the database for validity of the incoming MephistoConfig, ensure\nthat the config has all the necessary fields set.

\n", "signature": "(\n script_cfg: omegaconf.dictconfig.DictConfig,\n db: mephisto.abstractions.database.MephistoDB\n) -> omegaconf.dictconfig.DictConfig", "funcdef": "def"}, "mephisto.tools.scripts.build_custom_bundle": {"fullname": "mephisto.tools.scripts.build_custom_bundle", "modulename": "mephisto.tools.scripts", "qualname": "build_custom_bundle", "type": "function", "doc": "

Locate all of the custom files used for a custom build, create\na prebuild directory containing all of them, then build the\ncustom source.

\n\n

Check dates to only go through this build process when files have changes

\n", "signature": "(custom_src_dir)", "funcdef": "def"}, "mephisto.utils": {"fullname": "mephisto.utils", "modulename": "mephisto.utils", "type": "module", "doc": "

Utils

\n\n

Contains classes and utility functions that are generally useful for Mephisto classes to rely on and which don't better belong in a specific subfolder. These are differ from tools, which are more likely to be used directly by external Mephisto users rather than internal Mephisto classes.

\n\n

metrics.py

\n\n

This file contains useful functionality for managing the prometheus and grafana servers associated with Mephisto.

\n\n

logger_core.py

\n\n

This module contains helpers to simplify the process of generating unique loggers and logging configuration for various parts of Mephisto. At the moment this only outlines the basic logging style that Mephisto uses, though much is still to be done in order to set up logging throughout Mephisto, simplified controls for getting debug information across certain files, and user configuration of Mephisto logs.

\n\n

dirs.py

\n\n

This file contains number of helper utils that (at the moment) rely on the local-storage implementation of Mephisto. These utils help navigate the files present in the mephisto architecture, identify task files, link classes, etc. Docstrings in this class explain in more detail.

\n\n

testing.py

\n\n

This file contains functions that are specifically useful for setting up mock data in tests.

\n\n

qualifications.py

\n\n

This file contains helpers that are used for interfacing with or creating Mephisto qualifications.

\n"}, "mephisto.utils.dirs": {"fullname": "mephisto.utils.dirs", "modulename": "mephisto.utils.dirs", "type": "module", "doc": "

Contains centralized accessors for default Mephisto directories

\n"}, "mephisto.utils.dirs.get_root_dir": {"fullname": "mephisto.utils.dirs.get_root_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_root_dir", "type": "function", "doc": "

Return the currently configured root mephisto directory

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_provider_dir": {"fullname": "mephisto.utils.dirs.get_provider_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_provider_dir", "type": "function", "doc": "

Return the path to the mephisto providers diroctory

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_tasks_dir": {"fullname": "mephisto.utils.dirs.get_tasks_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_tasks_dir", "type": "function", "doc": "

Return the directory where the mephisto user has configured their personal tasks\nto exist in

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_dir_for_task": {"fullname": "mephisto.utils.dirs.get_dir_for_task", "modulename": "mephisto.utils.dirs", "qualname": "get_dir_for_task", "type": "function", "doc": "

Return the directory for the given task, if it exists. Check the user's task\ndir first and then the gallery second.

\n", "signature": "(task_name: str, not_exists_ok: bool = False) -> Union[str, NoneType]", "funcdef": "def"}, "mephisto.utils.dirs.get_root_data_dir": {"fullname": "mephisto.utils.dirs.get_root_data_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_root_data_dir", "type": "function", "doc": "

Return the directory where the mephisto data is expected to go

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_data_dir": {"fullname": "mephisto.utils.dirs.get_data_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_data_dir", "type": "function", "doc": "

Return the directory where the mephisto data is expected to go

\n", "signature": "(root_dir: Union[str, NoneType] = None) -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_mephisto_tmp_dir": {"fullname": "mephisto.utils.dirs.get_mephisto_tmp_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_mephisto_tmp_dir", "type": "function", "doc": "

Return the directory where the mephisto temporary build files go

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_dir_for_run": {"fullname": "mephisto.utils.dirs.get_dir_for_run", "modulename": "mephisto.utils.dirs", "qualname": "get_dir_for_run", "type": "function", "doc": "

Return the directory where the mephisto run data is expected to go

\n", "signature": "(\n task_run: mephisto.data_model.task_run.TaskRun,\n project_name: str = 'NO_PROJECT'\n) -> str", "funcdef": "def"}, "mephisto.utils.dirs.get_run_file_dir": {"fullname": "mephisto.utils.dirs.get_run_file_dir", "modulename": "mephisto.utils.dirs", "qualname": "get_run_file_dir", "type": "function", "doc": "

Utility function to get the directory that a particular\npython run file is contained in, even when run from\na different directory.

\n\n

Useful as configuration information for a task is generally\nkept within the same directory as the run script

\n", "signature": "() -> str", "funcdef": "def"}, "mephisto.utils.logger_core": {"fullname": "mephisto.utils.logger_core", "modulename": "mephisto.utils.logger_core", "type": "module", "doc": "

\n"}, "mephisto.utils.logger_core.loggers": {"fullname": "mephisto.utils.logger_core.loggers", "modulename": "mephisto.utils.logger_core", "qualname": "loggers", "type": "variable", "doc": "

\n", "annotation": ": Dict[str, logging.Logger]", "default_value": " = {'mephisto.abstractions._subcomponents.task_builder': , 'mephisto.data_model.qualification': , 'mephisto.utils.qualifications': , 'mephisto.abstractions._subcomponents.agent_state': , 'mephisto.abstractions._subcomponents.task_runner': , 'mephisto.abstractions.blueprint': , 'mephisto.data_model.requester': , 'mephisto.data_model.task_run': , 'mephisto.data_model.worker': , 'mephisto.data_model.agent': , 'mephisto.data_model.unit': , 'mephisto.operations.hydra_config': , 'mephisto.abstractions.providers.mock.mock_unit': , 'mephisto.data_model.assignment': , 'mephisto.abstractions.databases.local_database': , 'mephisto.abstractions.providers.mturk.mturk_datastore': , 'mephisto.abstractions.providers.mturk.mturk_utils': , 'mephisto.abstractions.providers.mturk.mturk_agent': , 'mephisto.abstractions.providers.mturk.mturk_unit': , 'mephisto.abstractions.providers.mturk.mturk_worker': , 'mephisto.abstractions.architects.channels.websocket_channel': , 'mephisto.abstractions.architects.heroku_architect': , 'mephisto.abstractions.architects.ec2.ec2_helpers': , 'mephisto.abstractions.architects.ec2.ec2_architect': , 'mephisto.abstractions.blueprints.abstract.static_task.static_agent_state': , 'mephisto.abstractions.architects.ec2.cleanup_ec2_server_by_name': , 'mephisto.operations.task_launcher': , 'mephisto.abstractions.blueprints.mixins.use_gold_unit': , 'mephisto.abstractions.databases.local_singleton_database': , 'mephisto.operations.client_io_handler': , 'mephisto.operations.worker_pool': , 'mephisto.utils.metrics': , 'mephisto.operations.operator': }"}, "mephisto.utils.logger_core.warn_once": {"fullname": "mephisto.utils.logger_core.warn_once", "modulename": "mephisto.utils.logger_core", "qualname": "warn_once", "type": "function", "doc": "

Log a warning, but only once.

\n\n

:param str msg: Message to display

\n", "signature": "(msg: str) -> None", "funcdef": "def"}, "mephisto.utils.logger_core.set_mephisto_log_level": {"fullname": "mephisto.utils.logger_core.set_mephisto_log_level", "modulename": "mephisto.utils.logger_core", "qualname": "set_mephisto_log_level", "type": "function", "doc": "

Set the global level for Mephisto logging, from\nwhich all other classes will set their logging.

\n\n

Verbose sets an option between DEBUG and INFO, while level allows setting\na specific level, and takes precedence.

\n\n

Calling this function will override the desired log levels from individual files,\nand if you want to enable a specific level for a specific logger, you'll need\nto get that logger from the loggers dict and call setLevel

\n", "signature": "(\n verbose: Union[bool, NoneType] = None,\n level: Union[str, NoneType] = None\n)", "funcdef": "def"}, "mephisto.utils.logger_core.get_logger": {"fullname": "mephisto.utils.logger_core.get_logger", "modulename": "mephisto.utils.logger_core", "qualname": "get_logger", "type": "function", "doc": "

Gets the logger corresponds to each module\n Parameters:\n name (string): the module name (__name__).\n verbose (bool): INFO level activated if True.\n log_file (string): path for saving logs locally.\n level (string): logging level. Values options: [info, debug, warning, error, critical].

\n\n
    Returns:\n            logger (logging.Logger): the corresponding logger to the given module name.\n
\n", "signature": "(\n name: str,\n verbose: Union[bool, NoneType] = None,\n log_file: Union[str, NoneType] = None,\n level: Union[str, NoneType] = None\n) -> logging.Logger", "funcdef": "def"}, "mephisto.utils.logger_core.format_loud": {"fullname": "mephisto.utils.logger_core.format_loud", "modulename": "mephisto.utils.logger_core", "qualname": "format_loud", "type": "function", "doc": "

\n", "signature": "(target_text: str)", "funcdef": "def"}, "mephisto.utils.metrics": {"fullname": "mephisto.utils.metrics", "modulename": "mephisto.utils.metrics", "type": "module", "doc": "

\n"}, "mephisto.utils.metrics.run_install_script": {"fullname": "mephisto.utils.metrics.run_install_script", "modulename": "mephisto.utils.metrics", "qualname": "run_install_script", "type": "function", "doc": "

Run the install script from METRICS_DIR

\n", "signature": "() -> bool", "funcdef": "def"}, "mephisto.utils.metrics.metrics_are_installed": {"fullname": "mephisto.utils.metrics.metrics_are_installed", "modulename": "mephisto.utils.metrics", "qualname": "metrics_are_installed", "type": "function", "doc": "

Return whether metrics are installed

\n", "signature": "()", "funcdef": "def"}, "mephisto.utils.metrics.launch_servers_and_wait": {"fullname": "mephisto.utils.metrics.launch_servers_and_wait", "modulename": "mephisto.utils.metrics", "qualname": "launch_servers_and_wait", "type": "function", "doc": "

Run a prometheus and grafana server, then suspend the thread\n(ensuring prometheus remains up in case a task shuts it down).\nCloses resources on Ctrl-C

\n", "signature": "()", "funcdef": "def"}, "mephisto.utils.metrics.start_metrics_server": {"fullname": "mephisto.utils.metrics.start_metrics_server", "modulename": "mephisto.utils.metrics", "qualname": "start_metrics_server", "type": "function", "doc": "

Launch a metrics server for the current job. At the moment, defaults to launching on port 3031.

\n\n

Unfortunately this means we are only able to check metrics on one job at a time for now.\nFuture work will extend our metrics logging configuration.

\n", "signature": "(args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None)", "funcdef": "def"}, "mephisto.utils.metrics.launch_prometheus_server": {"fullname": "mephisto.utils.metrics.launch_prometheus_server", "modulename": "mephisto.utils.metrics", "qualname": "launch_prometheus_server", "type": "function", "doc": "

Launch a prometheus server if one is not already running (based on having an expected PID)

\n\n

Returns success or failure

\n", "signature": "(\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> bool", "funcdef": "def"}, "mephisto.utils.metrics.launch_grafana_server": {"fullname": "mephisto.utils.metrics.launch_grafana_server", "modulename": "mephisto.utils.metrics", "qualname": "launch_grafana_server", "type": "function", "doc": "

Launch a grafana server if one is not already running (based on having an expected PID)

\n", "signature": "(\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None\n) -> bool", "funcdef": "def"}, "mephisto.utils.metrics.get_dash_url": {"fullname": "mephisto.utils.metrics.get_dash_url", "modulename": "mephisto.utils.metrics", "qualname": "get_dash_url", "type": "function", "doc": "

Return the url to the default Mephisto dashboard. Requires a running grafana server

\n", "signature": "(args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None)", "funcdef": "def"}, "mephisto.utils.metrics.shutdown_prometheus_server": {"fullname": "mephisto.utils.metrics.shutdown_prometheus_server", "modulename": "mephisto.utils.metrics", "qualname": "shutdown_prometheus_server", "type": "function", "doc": "

Shutdown the prometheus server

\n", "signature": "(\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None,\n expect_exists=False\n)", "funcdef": "def"}, "mephisto.utils.metrics.shutdown_grafana_server": {"fullname": "mephisto.utils.metrics.shutdown_grafana_server", "modulename": "mephisto.utils.metrics", "qualname": "shutdown_grafana_server", "type": "function", "doc": "

Shutdown the grafana server

\n", "signature": "(\n args: Union[omegaconf.dictconfig.DictConfig, NoneType] = None,\n expect_exists=False\n)", "funcdef": "def"}, "mephisto.utils.qualifications": {"fullname": "mephisto.utils.qualifications", "modulename": "mephisto.utils.qualifications", "type": "module", "doc": "

\n"}, "mephisto.utils.qualifications.worker_is_qualified": {"fullname": "mephisto.utils.qualifications.worker_is_qualified", "modulename": "mephisto.utils.qualifications", "qualname": "worker_is_qualified", "type": "function", "doc": "

\n", "signature": "(\n worker: mephisto.data_model.worker.Worker,\n qualifications: List[Dict[str, Any]]\n)", "funcdef": "def"}, "mephisto.utils.qualifications.as_valid_qualification_dict": {"fullname": "mephisto.utils.qualifications.as_valid_qualification_dict", "modulename": "mephisto.utils.qualifications", "qualname": "as_valid_qualification_dict", "type": "function", "doc": "

Check to ensure that a qualification dict properly checks\nagainst a Mephisto qualification

\n", "signature": "(qual_dict: Dict[str, Any]) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.utils.qualifications.make_qualification_dict": {"fullname": "mephisto.utils.qualifications.make_qualification_dict", "modulename": "mephisto.utils.qualifications", "qualname": "make_qualification_dict", "type": "function", "doc": "

Create a qualification dict to pass to an operator as part\nof extra_args

\n", "signature": "(\n qualification_name: str,\n comparator: str,\n value: Any,\n applicable_providers: Union[List[str], NoneType] = None\n) -> Dict[str, Any]", "funcdef": "def"}, "mephisto.utils.qualifications.find_or_create_qualification": {"fullname": "mephisto.utils.qualifications.find_or_create_qualification", "modulename": "mephisto.utils.qualifications", "qualname": "find_or_create_qualification", "type": "function", "doc": "

Ensure the given qualification exists in the db,\ncreating it if it doesn't already. Returns the id

\n", "signature": "(\n db: mephisto.abstractions.database.MephistoDB,\n qualification_name: str\n) -> str", "funcdef": "def"}, "mephisto.utils.testing": {"fullname": "mephisto.utils.testing", "modulename": "mephisto.utils.testing", "type": "module", "doc": "

\n"}, "mephisto.utils.testing.get_test_project": {"fullname": "mephisto.utils.testing.get_test_project", "modulename": "mephisto.utils.testing", "qualname": "get_test_project", "type": "function", "doc": "

Helper to create a project for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]", "funcdef": "def"}, "mephisto.utils.testing.get_test_worker": {"fullname": "mephisto.utils.testing.get_test_worker", "modulename": "mephisto.utils.testing", "qualname": "get_test_worker", "type": "function", "doc": "

Helper to create a worker for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]", "funcdef": "def"}, "mephisto.utils.testing.get_test_requester": {"fullname": "mephisto.utils.testing.get_test_requester", "modulename": "mephisto.utils.testing", "qualname": "get_test_requester", "type": "function", "doc": "

Helper to create a requester for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]", "funcdef": "def"}, "mephisto.utils.testing.get_mock_requester": {"fullname": "mephisto.utils.testing.get_mock_requester", "modulename": "mephisto.utils.testing", "qualname": "get_mock_requester", "type": "function", "doc": "

Get or create a mock requester to use for test tasks

\n", "signature": "(db) -> mephisto.data_model.requester.Requester", "funcdef": "def"}, "mephisto.utils.testing.get_test_task": {"fullname": "mephisto.utils.testing.get_test_task", "modulename": "mephisto.utils.testing", "qualname": "get_test_task", "type": "function", "doc": "

Helper to create a task for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> Tuple[str, str]", "funcdef": "def"}, "mephisto.utils.testing.get_test_task_run": {"fullname": "mephisto.utils.testing.get_test_task_run", "modulename": "mephisto.utils.testing", "qualname": "get_test_task_run", "type": "function", "doc": "

Helper to create a task run for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> str", "funcdef": "def"}, "mephisto.utils.testing.get_test_assignment": {"fullname": "mephisto.utils.testing.get_test_assignment", "modulename": "mephisto.utils.testing", "qualname": "get_test_assignment", "type": "function", "doc": "

Helper to create an assignment for tests

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB) -> str", "funcdef": "def"}, "mephisto.utils.testing.get_test_unit": {"fullname": "mephisto.utils.testing.get_test_unit", "modulename": "mephisto.utils.testing", "qualname": "get_test_unit", "type": "function", "doc": "

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB, unit_index=0) -> str", "funcdef": "def"}, "mephisto.utils.testing.get_test_agent": {"fullname": "mephisto.utils.testing.get_test_agent", "modulename": "mephisto.utils.testing", "qualname": "get_test_agent", "type": "function", "doc": "

\n", "signature": "(db: mephisto.abstractions.database.MephistoDB, unit_id=None) -> str", "funcdef": "def"}, "mephisto.utils.testing.make_completed_unit": {"fullname": "mephisto.utils.testing.make_completed_unit", "modulename": "mephisto.utils.testing", "qualname": "make_completed_unit", "type": "function", "doc": "

Creates a completed unit for the most recently created task run\nusing some worker. Assumes

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elasticlunr(function () { + this.pipeline.remove(elasticlunr.stemmer); + this.pipeline.remove(elasticlunr.stopWordFilter); + this.addField("qualname"); + this.addField("fullname"); + this.addField("annotation"); + this.addField("default_value"); + this.addField("signature"); + this.addField("bases"); + this.addField("doc"); + this.setRef("fullname"); + }); + for (let doc of docs) { + searchIndex.addDoc(doc); + } + console.timeEnd("building search index"); + } + + return (term) => searchIndex.search(term, { + fields: { + qualname: {boost: 4}, + fullname: {boost: 2}, + annotation: {boost: 2}, + default_value: {boost: 2}, + signature: {boost: 2}, + bases: {boost: 2}, + doc: {boost: 1}, + }, + expand: true + }); +})(); \ No newline at end of file diff --git a/docs/web/static/react_dev_tools_see_props.png b/docs/web/static/react_dev_tools_see_props.png new file mode 100644 index 0000000000000000000000000000000000000000..6eae6da9793ea67ffa55338016c4b29f7660c53b GIT binary patch literal 91397 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single `docker-compose` command (you will need to have Docker [installed](https://docs.docker.com/engine/install/).) + +Let's launch Mephisto example tasks, starting from the easiest one + +--- + +#### 1. Simple HTML-based task + +A simple project with HTML-based UI task template [simple_static_task](/examples/simple_static_task) + +- Default config file: [/examples/simple_static_task/hydra_configs/conf/example.yaml] +- Launch command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + python /mephisto/examples/simple_static_task/static_test_script.py + ``` +- Browser page (for the first task unit): [http://localhost:3001/?worker_id=x&assignment_id=1](http://localhost:3001/?worker_id=x&assignment_id=1) +- Browser page should display an image, instruction, select and file inputs, and a submit button. + +--- + +#### 2. Simple React-based task + +A simple project with React-based UI task template [static_react_task](/examples/static_react_task) + +- Default config file: [example.yaml](/examples/static_react_task/hydra_configs/conf/example.yaml). +- Launch command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + python /mephisto/examples/static_react_task/run_task.py + ``` +- Browser page (for the first task unit): [http://localhost:3001/?worker_id=x&assignment_id=1](http://localhost:3001/?worker_id=x&assignment_id=1). +- Browser page should display an instruction line and two buttons (green and red). + +--- + +#### 3. Task with dynamic input + +A more complex example featuring worker-generated dynamic input: [mnist](/examples/remote_procedure/mnist). + +- Default config file: [launch_with_local.yaml](/examples/remote_procedure/mnist/hydra_configs/conf/launch_with_local.yaml). +- Launch command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + apt install curl && \ + pip install grafana torch pillow numpy && \ + mephisto metrics install && \ + python /mephisto/examples/remote_procedure/mnist/run_task.py + ``` +- Browser page (for the first task unit): [http://localhost:3001/?worker_id=x&assignment_id=1](http://localhost:3001/?worker_id=x&assignment_id=1). +- Browser page should display instructions and a layout with 3 rectangle fields for drawing numbers with a mouse, each field having inputs at the bottom. + +--- + +#### 3. Dynamic form-based task + +You can create and modify auto-composed form-based tasks using FormComposer example (its full specs are in this [README](/mephisto/generators/form_composer/README.md)). + +There are three FormComposer examples: + +##### 3.1. Simple form + +This is a single-version form containing no variable tokens. + +- Default config file: [example_local_mock.yaml](/examples/form_composer_demo/hydra_configs/conf/example_local_mock.yaml). +- Launch command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + python /mephisto/examples/form_composer_demo/run_task.py + ``` +- Browser page (for the first task unit): [http://localhost:3001/?worker_id=x&assignment_id=1](http://localhost:3001/?worker_id=x&assignment_id=1). +- You should see a Bootstrap-themed form with fields and sections corresponding to the form config in its [task_data.json](/examples/form_composer_demo/data/simple/task_data.json) file. + +##### 3.2. Dynamic form + +Dynamic form means a multi-version form, where versions are generated by varying values of special tokens embedded into the form config. + +- Default config file: [dynamic_example_local_mock.yaml](/examples/form_composer_demo/hydra_configs/conf/dynamic_example_local_mock.yaml). +- Launch command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + python /mephisto/examples/form_composer_demo/run_task_dynamic.py + ``` +- Browser page is same as for the Simple form example + +There are variations of dynamic form config that use different providers. To try that, change `run_task_dynamic.py` in the launch command to: + +- `run_task_dynamic_ec2_prolific.py` for Prolific (requires valid EC2 credentials) +- `run_task_dynamic_ec2_mturk_sandbox.py` for Mechanical Turk sandbox (requires valid EC2 credentials) + +##### 3.3. Dynamic form with presigned URLs + +This example builds further upon the Dynamic form example. Here we use presigned URLs (i.e. short-lived URLs for S3 AWS files) in the displayed forms, for data security. + +- Set up environment variables (in file `docker/envs/env.dev`): + - Required: valid AWS credentials: `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`, and `AWS_DEFAULT_REGION` + - Required: a private S3 bucket with files that you will embed in the example form (either replace dummy URLs in the configs by hand, or automatically generate new ones with `mephisto form_composer_config` command) + - Optional: `S3_URL_EXPIRATION_MINUTES` (default value is 60 minutes) +- Default config file: [dynamic_example_local_mock.yaml](/examples/form_composer_demo/hydra_configs/conf/dynamic_example_local_mock.yaml). +- Create config: see all options for `form_composer_config` command [here](/mephisto/generators/form_composer/README.md#using-formcomposerconfig-utility). Example command: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + mephisto form_composer_config --verify --directory "/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls" + ``` +- Launch command after you generated all configs: + ```shell + docker-compose -f docker/docker-compose.dev.yml run \ + --build \ + --publish 3001:3000 \ + --rm mephisto_dc \ + python /mephisto/examples/form_composer_demo/run_task_dynamic_presigned_urls.py + ``` + + +# End-to-end example with AWS + +Putting it altogether, let's prepare and launch a task featuring a form containing one embedded file plus a few other fields. Here we'll assume working in directory `/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls`. + +- Adjust `dynamic_presigned_urls_example_ec2_prolific.yaml` task config as needed +- Create `form_config.json` file to define your form fields and layout + - it should contain a token named `file_location` + - for more details see `mephisto/generators/form_composer/README.md` +- Create `separate_token_values_config.json` with desired token values +- Specify your AWS credentials + - Create file `docker/aws_credentials` and populate it with AWS keys info (for infrastructure and Mturk) + - Populate your AWS credentials into `docker/envs/env.local` file (for presigning S3 URLs) + - Clone file `docker/docker-compose.dev.yml` as `docker/docker-compose.local.yml`, and point its `env_file` to `envs/env.local` +- Remove content of folder `/tmp` (if you didn't shut the previous Task run correctly) +- Launch docker containers: `docker-compose -f docker/docker-compose.local.yml up` +- SSH into the running container: `docker exec -it mephisto_dc bash` +- Generate your task data config with these commands: + ```shell + mephisto form_composer_config \ + --directory "/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls" \ + --update-file-location-values "https://your-bucket.s3.amazonaws.com/..." \ + --use-presigned-urls + + mephisto form_composer_config \ + --directory "/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls" \ + --permutate-separate-tokens + + mephisto form_composer_config \ + --directory "/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls" \ + --extrapolate-token-sets + + mephisto form_composer_config \ + --directory "/mephisto/examples/form_composer_demo/data/dynamic_presigned_urls" \ + --verify + ``` +- Launch your task: + ```shell + cd /mephisto/examples/form_composer_demo && python run_task_dynamic_presigned_urls_ec2_prolific.py + ``` +- After the Task is completed by all workers, launch task review app and acces it at [http://localhost:8081](http://localhost:8081) (for more details see `mephisto/review_app/README.md`): + ```shell + mephisto review_app -h 0.0.0.0 -p 8000 -d True -f True + ``` + +_Note: if a package build was terminated/failed, or related source code was changed, FormComposer needs to be rebuilt with this command: `mephisto scripts form_composer rebuild_all_apps`._ + +--- + +# Your Mephisto project + +To read on steps for creating your own custom Mephisto task, please refer to README in the main Mephisto repo. diff --git a/examples/__init__.py b/examples/__init__.py index 240697e32..cfaca7562 100644 --- a/examples/__init__.py +++ b/examples/__init__.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. diff --git a/examples/form_composer_demo/README.md b/examples/form_composer_demo/README.md new file mode 100644 index 000000000..241ad0afe --- /dev/null +++ b/examples/form_composer_demo/README.md @@ -0,0 +1,32 @@ +These form-based questionnaires are example of FormComposer task generator. + +--- + +## How to run + +1. In repo root, launch containers: `docker-compose -f docker/docker-compose.dev.yml up` +2. SSH into running container to run server: `docker exec -it mephisto_dc bash` +3. Inside the container, run the project with either of these commands: + - Simple form: `cd /mephisto/examples/form_composer_demo && python ./run_task.py` + - Dynamic form: `cd /mephisto/examples/form_composer_demo && python ./run_task_dynamic.py` + - Dynamic form with Prolific on EC2: `cd /mephisto/examples/form_composer_demo && python ./run_task_dynamic_ec2_prolific.py` + - Dynamic form with Mturk on EC2: `cd /mephisto/examples/form_composer_demo && python ./run_task_dynamic_ec2_mturk_sandbox.py` + +--- + +## How to configure + +1. For simple form config you need to provide FormComposer with one JSON file - a configuration of your form fields. An example is found in `examples/form_composer_demo/data/simple/task_data.json` file. +2. For dynamic form configs you need two JSON files in `examples/form_composer_demo/data/dynamic` directory: + - Form configuration `form_config.json` + - Token sets values `token_sets_values_config.json` + - To generate extrapolated `task_data.json` config, run this command: `mephisto form_composer_config --extrapolate-token-sets True` + - Note that `task_data.json` file will be overwritten with the resulting config +3. To generate `token_sets_values_config.json` file from token values permutations in `separate_token_values_config.json`, run this command: `mephisto form_composer_config --permutate-separate-tokens` + - Note that `token_sets_values_config.json` file will be overwriten with new sets of tokens values + +--- + +#### Form config + +For details on how form config is composed, and how its data fields are validated, please see the main FormComposer's [README.md](/mephisto/generators/form_composer/README.md). diff --git a/examples/form_composer_demo/__init__.py b/examples/form_composer_demo/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/examples/form_composer_demo/data/dynamic/form_config.json b/examples/form_composer_demo/data/dynamic/form_config.json new file mode 100644 index 000000000..fc47f682f --- /dev/null +++ b/examples/form_composer_demo/data/dynamic/form_config.json @@ -0,0 +1,311 @@ +{ + "form": { + "title": "Form example", + "instruction": "Please answer all questions to the best of your ability as part of our study.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your {{company_name}} email for additional information", + "id": "id_email", + "label": "Email address for {{company_name}}", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for {{company_name}}", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of {{ since_age }}", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } +} diff --git a/examples/form_composer_demo/data/dynamic/separate_token_values_config.json b/examples/form_composer_demo/data/dynamic/separate_token_values_config.json new file mode 100644 index 000000000..2728dfd06 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic/separate_token_values_config.json @@ -0,0 +1,4 @@ +{ + "company_name": ["Facebook", "Mephisto"], + "since_age": [18] +} diff --git a/examples/form_composer_demo/data/dynamic/task_data.json b/examples/form_composer_demo/data/dynamic/task_data.json new file mode 100644 index 000000000..48dc38683 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic/task_data.json @@ -0,0 +1,624 @@ +[ + { + "form": { + "title": "Form example", + "instruction": "Please answer all questions to the best of your ability as part of our study.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

  • Background
  • Personal information
  • Etc
", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your Mephisto email for additional information", + "id": "id_email", + "label": "Email address for Mephisto", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for Mephisto", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of 18", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } + }, + { + "form": { + "title": "Form example", + "instruction": "Please answer all questions to the best of your ability as part of our study.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

  • Background
  • Personal information
  • Etc
", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your Facebook email for additional information", + "id": "id_email", + "label": "Email address for Facebook", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for Facebook", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of 18", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } + } +] diff --git a/examples/form_composer_demo/data/dynamic/token_sets_values_config.json b/examples/form_composer_demo/data/dynamic/token_sets_values_config.json new file mode 100644 index 000000000..2747d91b8 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic/token_sets_values_config.json @@ -0,0 +1,14 @@ +[ + { + "tokens_values": { + "company_name": "Mephisto", + "since_age": 18 + } + }, + { + "tokens_values": { + "company_name": "Facebook", + "since_age": 18 + } + } +] diff --git a/examples/form_composer_demo/data/dynamic_presigned_urls/form_config.json b/examples/form_composer_demo/data/dynamic_presigned_urls/form_config.json new file mode 100644 index 000000000..b21bf37e3 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic_presigned_urls/form_config.json @@ -0,0 +1,311 @@ +{ + "form": { + "title": "Form example", + "instruction": "

Please answer all questions to the best of your ability as part of our study.

This is an example of how a completed task may look like:

.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

  • Background
  • Personal information
  • Etc
", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your {{ company_name }} email for additional information", + "id": "id_email", + "label": "Email address for {{ company_name }}", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for {{ company_name }}", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of {{ since_age }}", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } +} diff --git a/examples/form_composer_demo/data/dynamic_presigned_urls/separate_token_values_config.json b/examples/form_composer_demo/data/dynamic_presigned_urls/separate_token_values_config.json new file mode 100644 index 000000000..8c94b5f7c --- /dev/null +++ b/examples/form_composer_demo/data/dynamic_presigned_urls/separate_token_values_config.json @@ -0,0 +1,8 @@ +{ + "company_name": ["Mephisto"], + "file_location": [ + "{{getMultiplePresignedUrls(\"https%3A//your-bucket.s3.amazonaws.com/your/folder/path/file1.jpg\")}}", + "{{getMultiplePresignedUrls(\"https%3A//your-bucket.s3.amazonaws.com/your/folder/path/file2.jpg\")}}" + ], + "since_age": [18] +} diff --git a/examples/form_composer_demo/data/dynamic_presigned_urls/task_data.json b/examples/form_composer_demo/data/dynamic_presigned_urls/task_data.json new file mode 100644 index 000000000..059925336 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic_presigned_urls/task_data.json @@ -0,0 +1,624 @@ +[ + { + "form": { + "title": "Form example", + "instruction": "

Please answer all questions to the best of your ability as part of our study.

This is an example of how a completed task may look like:

.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

  • Background
  • Personal information
  • Etc
", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your Mephisto email for additional information", + "id": "id_email", + "label": "Email address for Mephisto", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for Mephisto", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of 18", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } + }, + { + "form": { + "title": "Form example", + "instruction": "

Please answer all questions to the best of your ability as part of our study.

This is an example of how a completed task may look like:

.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "

Please introduce yourself. We would like to know more about your:

  • Background
  • Personal information
  • Etc
", + "collapsable": false, + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { + "required": true + }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later at your Mephisto email for additional information", + "id": "id_email", + "label": "Email address for Mephisto", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for Mephisto", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { + "required": true + }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of 18", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { + "required": false + }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { + "required": true + } + } + ] + }, + { + "fields": [ + { + "help": "We only accept files in PNG, JPG, and JPEG formats.", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { + "required": true, + "fileExtension": ["png", "jpg", "jpeg"] + }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { + "required": false + }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "initially_collapsed": true, + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "tooltip": "Your personal motto", + "type": "input", + "validators": { + "required": true + } + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "instruction": "Please double-check if everything has been filled in correctly.", + "text": "Submit", + "tooltip": "Submit form" + } + } + } +] diff --git a/examples/form_composer_demo/data/dynamic_presigned_urls/token_sets_values_config.json b/examples/form_composer_demo/data/dynamic_presigned_urls/token_sets_values_config.json new file mode 100644 index 000000000..39695c603 --- /dev/null +++ b/examples/form_composer_demo/data/dynamic_presigned_urls/token_sets_values_config.json @@ -0,0 +1,16 @@ +[ + { + "tokens_values": { + "company_name": "Mephisto", + "file_location": "{{getMultiplePresignedUrls(\"https%3A//your-bucket.s3.amazonaws.com/your/folder/path/file1.jpg\")}}", + "since_age": 18 + } + }, + { + "tokens_values": { + "company_name": "Mephisto", + "file_location": "{{getMultiplePresignedUrls(\"https%3A//your-bucket.s3.amazonaws.com/your/folder/path/file2.jpg\")}}", + "since_age": 18 + } + } +] diff --git a/examples/form_composer_demo/data/simple/task_data.json b/examples/form_composer_demo/data/simple/task_data.json new file mode 100644 index 000000000..9355a52a9 --- /dev/null +++ b/examples/form_composer_demo/data/simple/task_data.json @@ -0,0 +1,298 @@ +[ + { + "form": { + "title": "Form example", + "instruction": "Please answer all questions to the best of your ability as part of our study.", + "sections": [ + { + "name": "section_about", + "title": "About you", + "instruction": "Please introduce yourself. We would like to know more about your background, personal information, etc.", + "fieldsets": [ + { + "title": "Personal information", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_name_first", + "label": "First name", + "name": "name_first", + "placeholder": "Type first name", + "tooltip": "Your first name", + "type": "input", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 20 + }, + "value": "" + }, + { + "help": "Optional", + "id": "id_name_last", + "label": "Last name", + "name": "name_last", + "placeholder": "Type last name", + "tooltip": "Your last name", + "type": "input", + "validators": { "required": true }, + "value": "" + } + ], + "help": "Please use your legal name" + }, + { + "fields": [ + { + "help": "We may contact you later for additional information", + "id": "id_email", + "label": "Email address for Mephisto", + "name": "email", + "placeholder": "user@mephisto.ai", + "tooltip": "Email address for Mephisto", + "type": "email", + "validators": { + "required": true, + "regexp": ["^[a-zA-Z0-9._-]+@mephisto\\.ai$", "ig"] + }, + "value": "" + } + ] + } + ] + }, + { + "title": "Cultural background", + "instruction": "Please tell us about your cultural affiliations and values that you use in your daily life.", + "rows": [ + { + "fields": [ + { + "help": "Select country of your residence", + "id": "id_country", + "label": "Country", + "multiple": false, + "name": "country", + "options": [ + { + "label": "---", + "value": "" + }, + { + "label": "United States of America", + "value": "USA" + }, + { + "label": "Canada", + "value": "CAN" + } + ], + "placeholder": "", + "tooltip": "Country", + "type": "select", + "validators": { "required": true }, + "value": "" + }, + { + "help": "Select language spoken in your local community", + "id": "id_language", + "label": "Language", + "multiple": true, + "name": "language", + "options": [ + { + "label": "English", + "value": "en" + }, + { + "label": "French", + "value": "fr" + }, + { + "label": "Spanish", + "value": "es" + }, + { + "label": "Chinese", + "value": "ch" + } + ], + "placeholder": "", + "tooltip": "Language", + "type": "select", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + }, + "value": "" + } + ] + } + ], + "help": "This information will help us compile study statistics" + }, + { + "title": "Additional information", + "instruction": "Optional details about you. You can fill out what you are most comfortable with.", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_bio", + "label": "Biography since age of 18", + "name": "bio", + "placeholder": "", + "tooltip": "Your bio in a few paragraphs", + "type": "textarea", + "validators": { "required": false }, + "value": "" + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_skills", + "label": "Technical Skills", + "name": "skills", + "options": [ + { + "checked": false, + "label": "React", + "value": "react" + }, + { + "checked": true, + "label": "JavaScript", + "value": "javascript" + }, + { + "checked": false, + "label": "Python", + "value": "python" + }, + { + "checked": false, + "label": "SQL", + "value": "sql" + } + ], + "tooltip": "Technical skills you may possess", + "type": "checkbox", + "validators": { + "required": true, + "minLength": 2, + "maxLength": 3 + } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_kids", + "label": "How many children do you have?", + "name": "kids", + "options": [ + { + "checked": false, + "label": "None", + "value": "0" + }, + { + "checked": false, + "label": "One", + "value": "1" + }, + { + "checked": false, + "label": "Two", + "value": "2" + }, + { + "checked": false, + "label": "Three or more", + "value": ">=3" + } + ], + "tooltip": "How many children do you have?", + "type": "radio", + "validators": { "required": true } + } + ] + }, + { + "fields": [ + { + "help": "", + "id": "id_avatar", + "label": "Profile Picture", + "name": "avatar", + "placeholder": "Select a file", + "tooltip": "Your profile photo", + "type": "file", + "validators": { "required": true }, + "value": "" + }, + { + "help": "", + "id": "id_resume", + "label": "Resume", + "name": "resume", + "placeholder": "Select a file", + "tooltip": "Your current resume", + "type": "file", + "validators": { "required": false }, + "value": "" + } + ] + } + ], + "help": "Some additional details about your persona" + } + ] + }, + { + "name": "section_second", + "title": "Second section", + "instruction": "Example of another section", + "fieldsets": [ + { + "title": "Motivation", + "instruction": "", + "rows": [ + { + "fields": [ + { + "help": "", + "id": "id_motto", + "label": "Personal Motto", + "name": "motto", + "placeholder": "", + "tooltip": "Your personal motto", + "type": "input", + "validators": { "required": true }, + "value": "" + } + ], + "help": "Please type in your favorite personal motto" + } + ] + } + ] + } + ], + "submit_button": { + "text": "Submit", + "tooltip": "Submit form" + } + } + } +] diff --git a/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_mturk_sandbox.yaml b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_mturk_sandbox.yaml new file mode 100644 index 000000000..9292b845d --- /dev/null +++ b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_mturk_sandbox.yaml @@ -0,0 +1,37 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: static_react_task + - /mephisto/architect: ec2 + - /mephisto/provider: mturk_sandbox + +mephisto: + architect: + _architect_type: ec2 + profile_name: mephisto-router-iam + subdomain: "0123" + blueprint: + data_json: ${task_dir}/data/dynamic/task_data.json + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + preview_source: ${task_dir}/preview/mturk_preview.html + link_task_source: false + extra_source_dir: ${task_dir}/webapp/src/static + units_per_assignment: 1 + log_level: "debug" + task: + task_name: "Form Builder Sample" + task_title: "Dynamic form-based Tasks for Mturk" + task_description: "In this Task, we use dynamic FormComposer feature." + task_reward: 0.05 + task_tags: "dynamic,form,testing" + assignment_duration_in_seconds: 3600 + force_rebuild: true + max_num_concurrent_units: 1 + maximum_units_per_worker: 2 + provider: + requester_name: NoahTurkProject1030v2_sandbox diff --git a/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_prolific.yaml b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_prolific.yaml new file mode 100644 index 000000000..b82cc1a56 --- /dev/null +++ b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_ec2_prolific.yaml @@ -0,0 +1,54 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: static_react_task + - /mephisto/architect: ec2 + - /mephisto/provider: prolific + +mephisto: + architect: + _architect_type: ec2 + profile_name: mephisto-router-iam + subdomain: "0123" + blueprint: + data_json: ${task_dir}/data/dynamic/task_data.json + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + extra_source_dir: ${task_dir}/webapp/src/static + units_per_assignment: 1 + log_level: "debug" + task: + task_name: "Form Builder Sample" + # Note: don't use `Prolific` in task names, because Prolific will (silently) block your account + task_title: "Dynamic form-based Tasks for Prolifik" + task_description: "In this Task, we use dynamic FormComposer feature." + task_reward: 70 + task_tags: "test,simple,form" + force_rebuild: true + max_num_concurrent_units: 1 + provider: + prolific_external_study_url: "https://example.com?participant_id={{%PROLIFIC_PID%}}&study_id={{%STUDY_ID%}}&submission_id={{%SESSION_ID%}}" + prolific_id_option: "url_parameters" + prolific_workspace_name: "My Workspace" + prolific_project_name: "Project" + prolific_allow_list_group_name: "Allow list" + prolific_block_list_group_name: "Block list" + prolific_eligibility_requirements: + - name: "CustomWhitelistEligibilityRequirement" + white_list: + - 6528ff4ac201b9605db841e4 + - 6528ff6b4a6e8ccb70226c4b + - 6528ff850867369791a99491 + - 6528ffa32c90c600f42b3589 + - 6528ffc2618c084ccb2b37a0 + - 6528ffe199313384fde5028e + - 652907b023fbe4ed22234d75 + - 652907fb98474afcbe5cb5cd + - name: "ApprovalRateEligibilityRequirement" + minimum_approval_rate: 1 + maximum_approval_rate: 100 diff --git a/examples/form_composer_demo/hydra_configs/conf/dynamic_example_local_mock.yaml b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_local_mock.yaml new file mode 100644 index 000000000..1c15c0284 --- /dev/null +++ b/examples/form_composer_demo/hydra_configs/conf/dynamic_example_local_mock.yaml @@ -0,0 +1,26 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: static_react_task + - /mephisto/architect: local + - /mephisto/provider: mock + +mephisto: + blueprint: + data_json: ${task_dir}/data/dynamic/task_data.json + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + extra_source_dir: ${task_dir}/webapp/src/static + units_per_assignment: 2 + task: + task_name: "Form Builder Sample" + task_title: "Example how to easily create dynamic form-based Tasks" + task_description: "In this Task, we use FormComposer feature." + task_reward: 0 + task_tags: "test,dynamic,form" + force_rebuild: true diff --git a/examples/form_composer_demo/hydra_configs/conf/dynamic_presigned_urls_example_ec2_prolific.yaml b/examples/form_composer_demo/hydra_configs/conf/dynamic_presigned_urls_example_ec2_prolific.yaml new file mode 100644 index 000000000..25beb52e8 --- /dev/null +++ b/examples/form_composer_demo/hydra_configs/conf/dynamic_presigned_urls_example_ec2_prolific.yaml @@ -0,0 +1,53 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: remote_procedure + - /mephisto/architect: ec2 + - /mephisto/provider: prolific + +mephisto: + architect: + _architect_type: ec2 + profile_name: mephisto-router-iam + subdomain: "0123" + blueprint: + task_source: ${task_dir}/webapp/build/bundle.presigned_urls.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + extra_source_dir: ${task_dir}/webapp/src/static + units_per_assignment: 2 + log_level: "debug" + task: + task_name: "Form Builder Sample" + # Note: don't use `Prolific` in task names, because Prolific will (silently) block your account + task_title: "Dynamic form-based Tasks with expiring URLs for Prolifik" + task_description: "In this Task, we use dynamic FormComposer feature with presigned S3 URLs." + task_reward: 70 + task_tags: "test,simple,form" + force_rebuild: true + max_num_concurrent_units: 1 + provider: + prolific_external_study_url: "https://example.com?participant_id={{%PROLIFIC_PID%}}&study_id={{%STUDY_ID%}}&submission_id={{%SESSION_ID%}}" + prolific_id_option: "url_parameters" + prolific_workspace_name: "My Workspace" + prolific_project_name: "Project" + prolific_allow_list_group_name: "Allow list" + prolific_block_list_group_name: "Block list" + prolific_eligibility_requirements: + - name: "CustomWhitelistEligibilityRequirement" + white_list: + - 6528ff4ac201b9605db841e4 + - 6528ff6b4a6e8ccb70226c4b + - 6528ff850867369791a99491 + - 6528ffa32c90c600f42b3589 + - 6528ffc2618c084ccb2b37a0 + - 6528ffe199313384fde5028e + - 652907b023fbe4ed22234d75 + - 652907fb98474afcbe5cb5cd + - name: "ApprovalRateEligibilityRequirement" + minimum_approval_rate: 1 + maximum_approval_rate: 100 diff --git a/examples/form_composer_demo/hydra_configs/conf/example_local_mock.yaml b/examples/form_composer_demo/hydra_configs/conf/example_local_mock.yaml new file mode 100644 index 000000000..faa45afe6 --- /dev/null +++ b/examples/form_composer_demo/hydra_configs/conf/example_local_mock.yaml @@ -0,0 +1,26 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: static_react_task + - /mephisto/architect: local + - /mephisto/provider: mock + +mephisto: + blueprint: + data_json: ${task_dir}/data/simple/task_data.json + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + extra_source_dir: ${task_dir}/webapp/src/static + units_per_assignment: 1 + task: + task_name: "Form Builder Sample" + task_title: "Example how to easily create simple form-based Tasks" + task_description: "In this Task, we use FormComposer feature." + task_reward: 0 + task_tags: "test,simple,form" + force_rebuild: true diff --git a/examples/form_composer_demo/preview/mturk_preview_template.html b/examples/form_composer_demo/preview/mturk_preview_template.html new file mode 100644 index 000000000..d423e8cd1 --- /dev/null +++ b/examples/form_composer_demo/preview/mturk_preview_template.html @@ -0,0 +1,12 @@ + + + + +
+

[[ title ]]

+
[[ instruction ]]
+
diff --git a/examples/form_composer_demo/run_task.py b/examples/form_composer_demo/run_task.py new file mode 100644 index 000000000..87bc9f324 --- /dev/null +++ b/examples/form_composer_demo/run_task.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import os + +from omegaconf import DictConfig + +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import build_custom_bundle +from mephisto.tools.scripts import task_script + + +@task_script(default_config_file="example_local_mock") +def main(operator: Operator, cfg: DictConfig) -> None: + # Build packages + _build_custom_bundles(cfg) + + operator.launch_task_run(cfg.mephisto) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +def _build_custom_bundles(cfg: DictConfig) -> None: + """Locally build bundles that are not available on npm repository""" + mephisto_packages_dir = os.path.join( + # Root project directory + os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), + "packages", + ) + + # Build `mephisto-task-multipart` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="mephisto-task-multipart", + build_command="build", + ) + + # Build `react-form-composer` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="react-form-composer", + build_command="build", + ) + + # Build Review UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="webapp", + build_command="build:review", + ) + + # Build Task UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + +if __name__ == "__main__": + main() diff --git a/examples/form_composer_demo/run_task_dynamic.py b/examples/form_composer_demo/run_task_dynamic.py new file mode 100644 index 000000000..17c2d9185 --- /dev/null +++ b/examples/form_composer_demo/run_task_dynamic.py @@ -0,0 +1,96 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import os + +from omegaconf import DictConfig + +from mephisto.client.cli import FORM_COMPOSER__DATA_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__FORM_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME +from mephisto.generators.form_composer.config_validation.task_data_config import ( + create_extrapolated_config, +) +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import build_custom_bundle +from mephisto.tools.scripts import task_script + + +@task_script(default_config_file="dynamic_example_local_mock") +def main(operator: Operator, cfg: DictConfig) -> None: + # Build packages + _build_custom_bundles(cfg) + + operator.launch_task_run(cfg.mephisto) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +def _build_custom_bundles(cfg: DictConfig) -> None: + """Locally build bundles that are not available on npm repository""" + mephisto_packages_dir = os.path.join( + # Root project directory + os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), + "packages", + ) + + # Build `mephisto-task-multipart` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="mephisto-task-multipart", + build_command="build", + ) + + # Build `react-form-composer` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="react-form-composer", + build_command="build", + ) + + # Build Review UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="webapp", + build_command="build:review", + ) + + # Build Task UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + +def generate_task_data_json_config(): + """ + Generate extrapolated `task_data.json` config file, + based on existing form and tokens values config files + """ + app_path = os.path.dirname(os.path.abspath(__file__)) + data_path = os.path.join(app_path, "data") + + form_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__FORM_CONFIG_NAME) + token_sets_values_config_path = os.path.join( + data_path, + "dynamic", + FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME, + ) + task_data_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__DATA_CONFIG_NAME) + + create_extrapolated_config( + form_config_path=form_config_path, + token_sets_values_config_path=token_sets_values_config_path, + task_data_config_path=task_data_config_path, + ) + + +if __name__ == "__main__": + generate_task_data_json_config() + main() diff --git a/examples/form_composer_demo/run_task_dynamic_ec2_mturk_sandbox.py b/examples/form_composer_demo/run_task_dynamic_ec2_mturk_sandbox.py new file mode 100644 index 000000000..f158bbec3 --- /dev/null +++ b/examples/form_composer_demo/run_task_dynamic_ec2_mturk_sandbox.py @@ -0,0 +1,164 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import json +import os +import re +from json import JSONDecodeError + +from omegaconf import DictConfig + +from mephisto.abstractions.blueprints.abstract.static_task.static_blueprint import ( + SharedStaticTaskState, +) +from mephisto.client.cli import FORM_COMPOSER__DATA_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__FORM_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME +from mephisto.generators.form_composer.config_validation.task_data_config import ( + create_extrapolated_config, +) +from mephisto.generators.form_composer.constants import TOKEN_END_REGEX +from mephisto.generators.form_composer.constants import TOKEN_START_REGEX +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import build_custom_bundle +from mephisto.tools.scripts import task_script + + +@task_script(default_config_file="dynamic_example_ec2_mturk_sandbox") +def main(operator: Operator, cfg: DictConfig) -> None: + # Build packages + _build_custom_bundles(cfg) + + shared_state = SharedStaticTaskState() + + # Mephisto qualifications + shared_state.qualifications = [ + # Custom Mephisto qualifications + ] + + # Mturk qualifications + shared_state.mturk_specific_qualifications = [ + # MTurk-specific quality control qualifications + ] + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +def _build_custom_bundles(cfg: DictConfig) -> None: + """Locally build bundles that are not available on npm repository""" + mephisto_packages_dir = os.path.join( + # Root project directory + os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), + "packages", + ) + + # Build `mephisto-task-multipart` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="mephisto-task-multipart", + build_command="build", + ) + + # Build `react-form-composer` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="react-form-composer", + build_command="build", + ) + + # Build Review UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="webapp", + build_command="build:review", + ) + + # Build Task UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + +def generate_data_json_config(): + """ + Generate extrapolated `task_data.json` config file, + based on existing form and tokens values config files + """ + app_path = os.path.dirname(os.path.abspath(__file__)) + data_path = os.path.join(app_path, "data") + + form_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__FORM_CONFIG_NAME) + token_sets_values_config_path = os.path.join( + data_path, + "dynamic", + FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME, + ) + task_data_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__DATA_CONFIG_NAME) + + create_extrapolated_config( + form_config_path=form_config_path, + token_sets_values_config_path=token_sets_values_config_path, + task_data_config_path=task_data_config_path, + ) + + +def generate_preview_html(): + """ + Generate HTML preview of a Task (based on first form version contained in `task_data.json`) + """ + app_path = os.path.dirname(os.path.abspath(__file__)) + preview_path = os.path.join(app_path, "preview") + data_path = os.path.join(app_path, "data", "dynamic") + + data_config_path = os.path.join(data_path, FORM_COMPOSER__DATA_CONFIG_NAME) + preview_template_path = os.path.join(preview_path, "mturk_preview_template.html") + preview_html_path = os.path.join(preview_path, "mturk_preview.html") + + try: + with open(data_config_path) as data_config_file: + data_config_data = json.load(data_config_file) + except (JSONDecodeError, TypeError) as e: + print(f"Could not read JSON from '{data_config_path}' file: {e}") + raise + + first_form_version = data_config_data[0]["form"] + + # Erase all tokens from the text since HTML preview is inherently static + erase_tokens = lambda text: re.sub( + TOKEN_START_REGEX + r"(.*?)" + TOKEN_END_REGEX, + "...", + text, + ) + preview_data = { + "title": erase_tokens(first_form_version["title"]), + "instruction": erase_tokens(first_form_version["instruction"]), + } + + with open(preview_template_path, "r") as f: + preview_template = str(f.read()) + + with open(preview_html_path, "w") as f: + for attr_name, value in preview_data.items(): + # Simply replace `[[ token_name ]]` substrings in the HTML template for our valoues + preview_template = re.sub( + r"\[\[(\s*)" + attr_name + r"(\s*)\]\]", + value, + preview_template, + ) + + f.write(preview_template) + + +if __name__ == "__main__": + generate_data_json_config() + generate_preview_html() + main() diff --git a/examples/form_composer_demo/run_task_dynamic_ec2_prolific.py b/examples/form_composer_demo/run_task_dynamic_ec2_prolific.py new file mode 100644 index 000000000..daf11efcf --- /dev/null +++ b/examples/form_composer_demo/run_task_dynamic_ec2_prolific.py @@ -0,0 +1,118 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import os + +from omegaconf import DictConfig + +from mephisto.abstractions.blueprints.abstract.static_task.static_blueprint import ( + SharedStaticTaskState, +) +from mephisto.client.cli import FORM_COMPOSER__DATA_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__FORM_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME +from mephisto.data_model.qualification import QUAL_GREATER_EQUAL +from mephisto.generators.form_composer.config_validation.task_data_config import ( + create_extrapolated_config, +) +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import build_custom_bundle +from mephisto.tools.scripts import task_script +from mephisto.utils.qualifications import make_qualification_dict + + +@task_script(default_config_file="dynamic_example_ec2_prolific") +def main(operator: Operator, cfg: DictConfig) -> None: + # Build packages + _build_custom_bundles(cfg) + + shared_state = SharedStaticTaskState() + + # Mephisto qualifications + shared_state.qualifications = [ + make_qualification_dict("sample_qual_name", QUAL_GREATER_EQUAL, 1), + ] + + # Prolific qualifications + # Note that we'll prefix names with a customary `web.eligibility.models.` later in the code + shared_state.prolific_specific_qualifications = [ + { + "name": "AgeRangeEligibilityRequirement", + "min_age": 18, + "max_age": 100, + }, + ] + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +def _build_custom_bundles(cfg: DictConfig) -> None: + """Locally build bundles that are not available on npm repository""" + mephisto_packages_dir = os.path.join( + # Root project directory + os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), + "packages", + ) + + # Build `mephisto-task-multipart` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="mephisto-task-multipart", + build_command="build", + ) + + # Build `react-form-composer` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="react-form-composer", + build_command="build", + ) + + # Build Review UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="webapp", + build_command="build:review", + ) + + # Build Task UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + +def generate_data_json_config(): + """ + Generate extrapolated `task_data.json` config file, + based on existing form and tokens values config files + """ + app_path = os.path.dirname(os.path.abspath(__file__)) + data_path = os.path.join(app_path, "data") + + form_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__FORM_CONFIG_NAME) + token_sets_values_config_path = os.path.join( + data_path, + "dynamic", + FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME, + ) + task_data_config_path = os.path.join(data_path, "dynamic", FORM_COMPOSER__DATA_CONFIG_NAME) + + create_extrapolated_config( + form_config_path=form_config_path, + token_sets_values_config_path=token_sets_values_config_path, + task_data_config_path=task_data_config_path, + ) + + +if __name__ == "__main__": + generate_data_json_config() + main() diff --git a/examples/form_composer_demo/run_task_dynamic_presigned_urls_ec2_prolific.py b/examples/form_composer_demo/run_task_dynamic_presigned_urls_ec2_prolific.py new file mode 100644 index 000000000..3f11b51cf --- /dev/null +++ b/examples/form_composer_demo/run_task_dynamic_presigned_urls_ec2_prolific.py @@ -0,0 +1,123 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +import os + +from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint import ( + SharedRemoteProcedureTaskState, +) +from mephisto.generators.form_composer.config_validation.utils import read_config_file +from omegaconf import DictConfig + +from mephisto.client.cli import FORM_COMPOSER__DATA_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__FORM_CONFIG_NAME +from mephisto.client.cli import FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME +from mephisto.generators.form_composer.config_validation.task_data_config import ( + create_extrapolated_config, +) +from mephisto.generators.form_composer.remote_procedures import JS_NAME_FUNCTION_MAPPING +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import build_custom_bundle +from mephisto.tools.scripts import task_script + + +@task_script(default_config_file="dynamic_presigned_urls_example_ec2_prolific") +def main(operator: Operator, cfg: DictConfig) -> None: + # Build packages + _build_custom_bundles(cfg) + + # Configure shared state + task_data_config_path = os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "data", + "dynamic_presigned_urls", + "task_data.json", + ) + task_data = read_config_file(task_data_config_path) + shared_state = SharedRemoteProcedureTaskState( + static_task_data=task_data, + function_registry=JS_NAME_FUNCTION_MAPPING, + ) + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +def _build_custom_bundles(cfg: DictConfig) -> None: + """Locally build bundles that are not available on npm repository""" + mephisto_packages_dir = os.path.join( + # Root project directory + os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))), + "packages", + ) + + # Build `mephisto-task-multipart` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="mephisto-task-multipart", + build_command="build", + ) + + # Build `react-form-composer` React package + build_custom_bundle( + mephisto_packages_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="react-form-composer", + build_command="build", + ) + + # Build Review UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + webapp_name="webapp", + build_command="build:review", + ) + + # Build Task UI for the application + build_custom_bundle( + cfg.task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + build_command="build:presigned_urls", + ) + + +def generate_data_json_config(): + """ + Generate extrapolated `task_data.json` config file, + based on existing form and tokens values config files + """ + app_path = os.path.dirname(os.path.abspath(__file__)) + data_path = os.path.join(app_path, "data") + + form_config_path = os.path.join( + data_path, + "dynamic_presigned_urls", + FORM_COMPOSER__FORM_CONFIG_NAME, + ) + token_sets_values_config_path = os.path.join( + data_path, + "dynamic_presigned_urls", + FORM_COMPOSER__TOKEN_SETS_VALUES_CONFIG_NAME, + ) + task_data_config_path = os.path.join( + data_path, + "dynamic_presigned_urls", + FORM_COMPOSER__DATA_CONFIG_NAME, + ) + + create_extrapolated_config( + form_config_path=form_config_path, + token_sets_values_config_path=token_sets_values_config_path, + task_data_config_path=task_data_config_path, + ) + + +if __name__ == "__main__": + generate_data_json_config() + main() diff --git a/mephisto/server/blueprints/parlai_chat/webapp/.babelrc b/examples/form_composer_demo/webapp/.babelrc similarity index 100% rename from mephisto/server/blueprints/parlai_chat/webapp/.babelrc rename to examples/form_composer_demo/webapp/.babelrc diff --git a/examples/form_composer_demo/webapp/link_mephisto_task.sh b/examples/form_composer_demo/webapp/link_mephisto_task.sh new file mode 100644 index 000000000..6936741b2 --- /dev/null +++ b/examples/form_composer_demo/webapp/link_mephisto_task.sh @@ -0,0 +1,7 @@ +#!/bin/sh + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +npm link mephisto-task diff --git a/examples/form_composer_demo/webapp/package-lock.json b/examples/form_composer_demo/webapp/package-lock.json new file mode 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"cypress open", + "build:review": "webpack --config=webpack.config.review.js --mode development", + "build:presigned_urls": "webpack --config=webpack.config.presigned_urls.js --mode development" + }, + "keywords": [], + "author": "", + "dependencies": { + "bootstrap": "^4.6.2", + "bootstrap-select": "^1.13.18", + "jquery": "^3.6.0", + "react": "^18.2.0", + "react-dom": "^18.2.0" + }, + "devDependencies": { + "@babel/cli": "^7.1.0", + "@babel/core": "^7.1.0", + "@babel/plugin-proposal-class-properties": "^7.1.0", + "@babel/preset-env": "^7.1.0", + "@babel/preset-react": "^7.0.0", + "babel-loader": "^8.0.2", + "css-loader": "^6.7.3", + "cypress": "^13.6.6", + "file-loader": "^6.0.0", + "style-loader": "^1.3.0", + "url-loader": "^4.1.0", + "webpack": "^5.68.0", + "webpack-cli": "^4.9.0" + } +} diff --git a/examples/form_composer_demo/webapp/src/app.jsx b/examples/form_composer_demo/webapp/src/app.jsx new file mode 100644 index 000000000..9fcec81dd --- /dev/null +++ b/examples/form_composer_demo/webapp/src/app.jsx @@ -0,0 +1,42 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { + FormComposerBaseFrontend, + LoadingScreen, +} from "./components/core_components.jsx"; +import { useMephistoTask, ErrorBoundary } from "mephisto-task-multipart"; + +/* ================= Application Components ================= */ + +function MainApp() { + const { + isLoading, + initialTaskData, + handleSubmit, + handleFatalError, + } = useMephistoTask(); + + if (isLoading || !initialTaskData) { + return ; + } + + return ( +
+ + + +
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/form_composer_demo/webapp/src/components/core_components.jsx b/examples/form_composer_demo/webapp/src/components/core_components.jsx new file mode 100644 index 000000000..ceb95b52e --- /dev/null +++ b/examples/form_composer_demo/webapp/src/components/core_components.jsx @@ -0,0 +1,49 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import { FormComposer } from "react-form-composer"; + +function LoadingScreen() { + return Loading...; +} + +function Directions({ children }) { + return ( +
+
+
+

{children}

+
+
+
+ ); +} + +function FormComposerBaseFrontend({ + taskData, + onSubmit, + onError, + finalResults = null, +}) { + let initialConfigFormData = taskData.form; + + if (!initialConfigFormData) { + return
Passed form data is invalid... Recheck your task config.
; + } + + return ( +
+ +
+ ); +} + +export { LoadingScreen, FormComposerBaseFrontend }; diff --git a/examples/form_composer_demo/webapp/src/components/core_components_presigned_url.jsx b/examples/form_composer_demo/webapp/src/components/core_components_presigned_url.jsx new file mode 100644 index 000000000..098b03388 --- /dev/null +++ b/examples/form_composer_demo/webapp/src/components/core_components_presigned_url.jsx @@ -0,0 +1,105 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import { + FormComposer, + prepareFormData, + prepareRemoteProcedures, +} from "react-form-composer"; + +function LoadingScreen() { + return Loading...; +} + +function LoadingPresignedUrlsScreen() { + return Please wait, rendering form...; +} + +function NoFormDataErrorsMessage() { + return ( +
+ Could not render the form due to invalid configuration. We're sorry, + please return the task. +
+ ); +} + +function RenderingErrorsMessage() { + return ( +
+ Sorry, we could not render the page. Please try to restart this task (or + cancel it). +
+ ); +} + +function Directions({ children }) { + return ( +
+
+
+

{children}

+
+
+
+ ); +} + +function FormComposerBaseFrontend({ + taskData, + onSubmit, + onError, + finalResults = null, + remoteProcedure, +}) { + const [loadingFormData, setLoadingFormData] = React.useState(false); + const [formData, setFormData] = React.useState(null); + const [ + formComposerRenderingErrors, + setFormComposerRenderingErrors, + ] = React.useState(null); + + let initialConfigFormData = taskData.form; + + prepareRemoteProcedures(remoteProcedure); + + React.useEffect(() => { + prepareFormData( + taskData, + setFormData, + setLoadingFormData, + setFormComposerRenderingErrors + ); + }, [taskData.form]); + + if (!initialConfigFormData) { + return ; + } + + if (loadingFormData) { + return ; + } + + if (formComposerRenderingErrors) { + return ; + } + + return ( +
+ {formData && ( + + )} +
+ ); +} + +export { LoadingScreen, FormComposerBaseFrontend }; diff --git a/examples/form_composer_demo/webapp/src/css/style.css b/examples/form_composer_demo/webapp/src/css/style.css new file mode 100644 index 000000000..4a472df42 --- /dev/null +++ b/examples/form_composer_demo/webapp/src/css/style.css @@ -0,0 +1,5 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ diff --git a/examples/form_composer_demo/webapp/src/main.js b/examples/form_composer_demo/webapp/src/main.js new file mode 100644 index 000000000..0c5e21075 --- /dev/null +++ b/examples/form_composer_demo/webapp/src/main.js @@ -0,0 +1,10 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import "bootstrap/dist/css/bootstrap.css"; +import "bootstrap-select/dist/css/bootstrap-select.min.css"; +import "./app.jsx"; +import "./css/style.css"; diff --git a/examples/form_composer_demo/webapp/src/presigned_urls.js b/examples/form_composer_demo/webapp/src/presigned_urls.js new file mode 100644 index 000000000..be3a4eedc --- /dev/null +++ b/examples/form_composer_demo/webapp/src/presigned_urls.js @@ -0,0 +1,10 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import "bootstrap/dist/css/bootstrap.css"; +import "bootstrap-select/dist/css/bootstrap-select.min.css"; +import "./presigned_urls_app.jsx"; +import "./css/style.css"; diff --git a/examples/form_composer_demo/webapp/src/presigned_urls_app.jsx b/examples/form_composer_demo/webapp/src/presigned_urls_app.jsx new file mode 100644 index 000000000..4f5527969 --- /dev/null +++ b/examples/form_composer_demo/webapp/src/presigned_urls_app.jsx @@ -0,0 +1,52 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { + FormComposerBaseFrontend, + LoadingScreen, +} from "./components/core_components_presigned_url.jsx"; +import { + useMephistoRemoteProcedureTask, + ErrorBoundary, +} from "mephisto-task-multipart"; + +/* ================= Application Components ================= */ + +function MainApp() { + const { + isLoading, + initialTaskData, + remoteProcedure, + handleSubmit, + handleFatalError, + } = useMephistoRemoteProcedureTask(); + + if (isLoading || !initialTaskData) { + return ; + } + + let _initialTaskData = initialTaskData; + if (initialTaskData.hasOwnProperty("task_data")) { + _initialTaskData = initialTaskData.task_data; + } + + return ( +
+ + + +
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/form_composer_demo/webapp/src/review.js b/examples/form_composer_demo/webapp/src/review.js new file mode 100644 index 000000000..2c2d5a14d --- /dev/null +++ b/examples/form_composer_demo/webapp/src/review.js @@ -0,0 +1,10 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import "bootstrap/dist/css/bootstrap.css"; +import "bootstrap-select/dist/css/bootstrap-select.min.css"; +import "./reviewapp.jsx"; +import "./css/style.css"; diff --git a/examples/form_composer_demo/webapp/src/reviewapp.jsx b/examples/form_composer_demo/webapp/src/reviewapp.jsx new file mode 100644 index 000000000..3d01f2514 --- /dev/null +++ b/examples/form_composer_demo/webapp/src/reviewapp.jsx @@ -0,0 +1,62 @@ +/* + * Copyright (c) 2017-present, Facebook, Inc. + * All rights reserved. + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. An additional grant + * of patent rights can be found in the PATENTS file in the same directory. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { FormComposerBaseFrontend } from "./components/core_components.jsx"; + +function ReviewApp() { + const appRef = React.useRef(null); + const [reviewData, setReviewData] = React.useState(null); + + // Requirement #1. Render review components after receiving Task data via message + window.onmessage = function (e) { + const data = JSON.parse(e.data); + setReviewData(data["REVIEW_DATA"]); + }; + + // Requirement #2. Resize iframe height to fit its content + React.useLayoutEffect(() => { + function updateSize() { + if (appRef.current) { + window.top.postMessage( + JSON.stringify({ + IFRAME_DATA: { + height: appRef.current.offsetHeight, + }, + }), + "*" + ); + } + } + window.addEventListener("resize", updateSize); + updateSize(); + // HACK: Catch-all resize, if normal resizes failed (e.g. acync long loading images) + setTimeout(() => { + updateSize(); + }, 3000); + return () => window.removeEventListener("resize", updateSize); + }, []); + + // Requirement #3. This component must return a div with `ref={appRef}` + // so we can get displayed height of this component (for iframe resizing) + return ( +
+ {reviewData ? ( + + ) : ( +
Loading...
+ )} +
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/mephisto/server/architects/router/deploy/static/index.html b/examples/form_composer_demo/webapp/src/static/index.html similarity index 86% rename from mephisto/server/architects/router/deploy/static/index.html rename to examples/form_composer_demo/webapp/src/static/index.html index ee7f159c1..2e4df25f8 100644 --- a/mephisto/server/architects/router/deploy/static/index.html +++ b/examples/form_composer_demo/webapp/src/static/index.html @@ -1,6 +1,6 @@ + # ParlAI Chat Task This task exists to demonstrate both the out-of-the-box functionality of setting up a ParlAI chat on Mephisto, as well as more complicated tasks with custom frontend functionality. To get started you can run one of the following commands: The baseline chat example can be run from this directory with: ```console -python parlai_test_script.py +python run_task.py ``` You can also run an example that has onboarding set up with: ```console -python parlai_test_script.py conf=onboarding_example +python run_task.py conf=onboarding_example ``` Which is mostly a wrapper around adding an onboarding qualification, which you can do manually for any of the other configurations. ```console -python parlai_test_script.py conf=... mephisto.blueprint.onboarding_qualification=test_onboard_qualification +python run_task.py conf=... mephisto.blueprint.onboarding_qualification=test_onboard_qualification ``` Further, you can try running a task using a prebuilt customized frontend bundle (built from the `webapp` directory) with: ```console -python parlai_test_script.py conf=custom_prebuilt +python run_task.py conf=custom_prebuilt ``` Further, you can try running a task using an auto-building task (built from the `custom_simple` directory) with: ```console -python parlai_test_script.py conf=custom_simple +python run_task.py conf=custom_simple ``` ### Common ParlAI blueprint argument overrides @@ -46,7 +52,7 @@ Task worlds implement the following methods: - `prep_save_data` (optional) - The `prep_save_data` method is used to add any additional values to the saved conversation data. This data will be accessible later in review. The world file also needs to implement the following methods: -- `make_world` - This method should, given world options and a list of agents, return an initialized task world. +- `make_world` - This method should, given world options and a list of agents, return an initialized task world. It may optionally accept an `initialization_data` keyword argument, which will be provided with the `Assignment`'s `InitializationData` if present. - `get_world_params` - This method is used to configure details about your ParlAI world for Mephisto to understand how to initialize your world. In this case the only required configuration parameter is `agent_count`, which specifies the number of human agents Mephisto will provide to your `make_world` function. - `make_onboarding_world` (optional) - The `make_onboarding_world` method is called to initialize a world on the very first time a specific worker works on your task. This will only ever be called with a single agent, and it should return the initialized onboarding world. - `validate_onboarding` (optional) - When an onboarding world completes, this method is called on the full data collected in the onboarding task. If it returns `True` the worker is allowed to move on to the full task. If this method returns `False`, then the worker is blocked from working on this task in the future. @@ -61,29 +67,39 @@ ParlAI chat tasks have a number of arguments set up, primarily via Hydra but als - `mephisto.task.task_name` - This task name will be used to consolidate your data across runs. Generally we suggest using `descriptive-string-pilot-#` when piloting and `descriptive-task-string` for your main collection. More details on this are in the (TODO) Mephisto argument instructions. - `mephisto.blueprint.onboarding_qualification` (optional) - The qualification to grant to a worker when they have completed onboarding, such that they no longer need to do onboarding in future tasks where you specify the same qualification name. Specifying this qualification will make mephisto attempt to run onboarding for new workers, and ommitting it will skip onboarding for all workers. #### ParlAI-specific arguments -- `mephisto.blueprint.world_file` - Path to the python file containing your worlds. Detailed requirements of this file in the "The worlds file" section. +- `mephisto.blueprint.world_file` - Optional path to the python file containing your worlds. Detailed requirements of this file in the "The worlds file" section. If you already know what world module you intend to use for a specific run, it's generally a better practice to import that module directly in your run script, and then pass it as `SharedParlAITaskState.world_module`. - `mephisto.blueprint.task_description_file` - Path to an HTML file containing the task preview and basic instructions for your task. If you use a custom built frontend, you can omit this argument and directly edit the `TaskPreviewView` in `app.jsx` instead. - `mephisto.blueprint.num_conversations` - Number of conversations to have. This currently leads to `num_conversations` * `agent_count` tasks being launched for workers to do. Incomplete tasks are _currently_ not relaunched. - `mephisto.blueprint.custom_source_dir` - Path to a folder containing, at the very least, a `main.js` for a custom ParlAI frontend view. Can also contain an updated `package.json` if that file imports anything outside of the defaults used in `server/blueprints/parlai_chat/webapp/package.json`. Providing this flag will make Mephisto build that frontend in a `_generated` directory, and refer to that build when launching your task. Mephisto will only rebuild when the source files in the provided `custom_source_dir` are updated. - `mephisto.blueprint.custom_source_bundle` - Path to a custom built source bundle to deploy to the frontend instead of the standard ParlAI view. For this task we specify a build in the `webapp` directory, but you'll need to run `npm install; npm run dev` in that directory the first time you use a bundle (and whenever you make changes to the `src` that you want to be picked up) +- `SharedParlAITaskState.world_module` - The world file module that you want to provide for this run. - `SharedParlAITaskState.world_opt` - The world option will be passed to the `make_world` function as the first argument. Passing contents through `world_opt` is the preferred way to share important state between different calls to `make_world`, as this dict will be shared amongst all calls. - `SharedParlAITaskState.onboarding_world_opt` - The world option will be passed to the `make_onboarding_world` function as the first argument. ### Task description content For simple tasks, you can provide an HTML task description (via the `task_description_file` argument above) containing a preview and description of what the worker is going to be doing in their task. +### Simple custom frontend bundles +Using the `mephisto.blueprint.custom_source_dir` option, it's possible to specify just a directory containing any frontend code you are using for a task, so long as you've built the app contained using the `bootstrap-chat` package. In this case, Mephisto will handle the process of generating the bundle whenever it detects changed files, meaning that you don't have to think about that part of the process. + +The automated build process looks for three special paths: +- `[custom_source_dir]/main.js` : this should contain your main application code, and is the only required file in the custom source directory. It should probably end with `ReactDOM.render(, document.getElementById("app"));` +- `[custom_source_dir]/style.css` : this can contain any style files that alter the way that your chat application looks. You can later reference this file by including `import "./style.css";` in your `main.js` file. +- `[custom_source_dir]/components/`: This is a special directory that can contain additional elements that your `main.js` file references (using relative paths) +- `[custom_source_dir]/package.json`: If you want additional dependencies, you can specify them in a `package.json` file. We suggest copying the one present at `mephisto/abstractions/blueprints/parlai_chat/webapp/package.json`. + ### Custom frontend bundles -Custom frontend bundles can be provided that override the view of how the ParlAI chat looks, and the kinds of inputs you can pass. Much of the ParlAI-specific interfaceing logic is encapsulated in the `webapp/src/app.jsx` file. The actual view logic is in `webapp/src/components/core_components.jsx`. Here we define the `BaseFrontend` component, which is the root of the core task. +Custom frontend bundles can be provided that override the view of how the ParlAI chat looks, and the kinds of inputs you can pass. Most of the ParlAI-specific interfaceing logic is built into the `bootstrap-chat` package. The remaining custom view logic is in `webapp/src/main.js`. Here we define the `RenderChatMessage` component, which overrides the base behavior. # How can I make my own task? ## Simple chat collection (no custom frontend) If you are able to provide your workers enough context just using a task description and perhaps a message in the chat thread with directions, you should be able to work on a task without a custom frontend. In order to get started on a task like this, you'll likely do the following: -1. Copy the `demo_worlds.py`, `parlai_test_script.py`, and `task_description.html` files to a new directory for your task. This generally would go in the project directory you are launching tasks for, but you can use `mephisto/tasks` if you're just experimenting. +1. Copy the `demo_worlds.py`, `run_task.py`, and `task_description.html` files to a new directory for your task. This generally would go in the project directory you are launching tasks for, but you can use `mephisto/tasks` if you're just experimenting. 2. Update any task-related variables in your `conf/my_new_config.yaml` file to make sense for your task. 3. Update your worlds file to specify the kind of conversation you are creating between agents. -4. Run `parlai_test_script.py` to pilot your task over localhost. You can use different `worker_id` URL parameters in different windows to play the part of multiple workers at the same time. +4. Run `run_task.py` to pilot your task over localhost. You can use different `worker_id` URL parameters in different windows to play the part of multiple workers at the same time. 5. Repeat 3 & 4 until you're happy with your task. 6. Launch a small batch on a crowd provider to see how real workers handle your task. 7. Iterate more - use a review script (like the one present in `examples/simple_static_task/examine_results`) to make it easy to see what data you're getting. @@ -91,17 +107,19 @@ If you are able to provide your workers enough context just using a task descrip ## Tasks with custom frontends -If your task needs additional input beyond simple forms (tutorial TODO, see the `respond_with_form` field in the `demo_worlds.py` file in this example to attempt), you'll likely need to be writing your own frontend components. In order to get startedon this path, you'll likely do the following: +If your task needs additional input beyond simple forms (tutorial TODO, see the `respond_with_form` field in the `demo_worlds.py` file in this example to attempt), you'll likely need to be writing your own frontend components. In order to get started on this path, you'll likely do the following: 1. Copy this whole example directory into a new directory for your task. This generally would go in the project directory you are launching tasks for, but you can use `mephisto/tasks` if you're just experimenting. 2. Update the task-related variables in your `conf/my_new_config.yaml` file to make sense for your task. 3. Update your worlds file to specify the kind of conversation you are creating between agents. -4. Update `core_components.jsx` to alter parts of your frontend job to do what you want. +4. Update `app.jsx` to alter parts of your frontend job to do what you want. 5. Rebuild your frontend with `npm install; npm run dev` -6. Run `parlai_test_script.py` to pilot your task over localhost. You can use different `worker_id` URL parameters in different windows to play the part of multiple workers at the same time. +6. Run `run_task.py` to pilot your task over localhost. You can use different `worker_id` URL parameters in different windows to play the part of multiple workers at the same time. 7. Repeat 3 - 6 until you're happy with your task. 8. Launch a small batch on a crowd provider to see how real workers handle your task. 9. Iterate more - use a review script (like the one present in `examples/simple_static_task/examine_results`) to make it easy to see what data you're getting. 10. Collect some interesting conversational data. -If you do require frontend customization, we recommend using [React Dev Tools](https://chrome.google.com/webstore/detail/react-developer-tools/fmkadmapgofadopljbjfkapdkoienihi?hl=en) to inspect the specific elements you want to change and debug your frontend as you work with it. Note that after rebuilding your frontend (by using `npm install; npm run dev`) you may need to do a force refresh (shift-cmd-R in chrome) to ensure you load the new version of your bundle. \ No newline at end of file +You may also find success using the options for the simple custom frontend functionality, described in the "Simple custom frontend bundles" section. + +If you do require frontend customization, we recommend using [React Dev Tools](https://chrome.google.com/webstore/detail/react-developer-tools/fmkadmapgofadopljbjfkapdkoienihi?hl=en) to inspect the specific elements you want to change and debug your frontend as you work with it. Note that after rebuilding your frontend (by using `npm install; npm run dev`) you may need to do a force refresh (shift-cmd-R in chrome) to ensure you load the new version of your bundle. diff --git a/mephisto/providers/mturk/utils/__init__.py b/examples/parlai_chat_task_demo/__init__.py similarity index 74% rename from mephisto/providers/mturk/utils/__init__.py rename to examples/parlai_chat_task_demo/__init__.py index 240697e32..cfaca7562 100644 --- a/mephisto/providers/mturk/utils/__init__.py +++ b/examples/parlai_chat_task_demo/__init__.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. diff --git a/examples/parlai_chat_task_demo/assets/.gitkeep b/examples/parlai_chat_task_demo/assets/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/examples/parlai_chat_task_demo/conf/base.yaml b/examples/parlai_chat_task_demo/conf/base.yaml deleted file mode 100644 index 90e2199d3..000000000 --- a/examples/parlai_chat_task_demo/conf/base.yaml +++ /dev/null @@ -1,6 +0,0 @@ -#@package _global_ -mephisto: - blueprint: - world_file: ${task_dir}/demo_worlds.py - task_description_file: ${task_dir}/task_description.html - num_conversations: 1 diff --git a/examples/parlai_chat_task_demo/custom_input_and_messages/README.md b/examples/parlai_chat_task_demo/custom_input_and_messages/README.md index c8374a952..50a4a0850 100644 --- a/examples/parlai_chat_task_demo/custom_input_and_messages/README.md +++ b/examples/parlai_chat_task_demo/custom_input_and_messages/README.md @@ -1,6 +1,12 @@ + + **NOTE: These instructions are from before Hydra integration. They will need to be upated after Hydra integration** -To run the example in this directory, modify `parlai_test_script.py` in the parent directory replacing: +To run the example in this directory, modify `run_task.py` in the parent directory replacing: ``` source_dir_path = f"{TASK_DIRECTORY}/custom_simple" @@ -14,7 +20,7 @@ source_dir_path = f"{TASK_DIRECTORY}/custom_input_and_messages" You can then run the task with: ``` -python parlai_test_script.py --build-custom-task True +python run_task.py --build-custom-task True ``` --- @@ -34,4 +40,4 @@ npm run dev cd ../.. ``` -Now when you run the script again, the fixed, symlinked `_generated` from the previous cancelled run will be used. \ No newline at end of file +Now when you run the script again, the fixed, symlinked `_generated` from the previous cancelled run will be used. diff --git a/examples/parlai_chat_task_demo/custom_input_and_messages/main.js b/examples/parlai_chat_task_demo/custom_input_and_messages/main.js index 484511b1a..a97044c77 100644 --- a/examples/parlai_chat_task_demo/custom_input_and_messages/main.js +++ b/examples/parlai_chat_task_demo/custom_input_and_messages/main.js @@ -1,9 +1,7 @@ /* - * Copyright (c) 2017-present, Facebook, Inc. - * All rights reserved. - * This source code is licensed under the BSD-style license found in the - * LICENSE file in the root directory of this source tree. An additional grant - * of patent rights can be found in the PATENTS file in the same directory. + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. */ import React from "react"; @@ -93,7 +91,7 @@ function RenderChatMessage({ } message={message.text} taskData={message.task_data} - messageId={message.message_id} + messageId={message.update_id} onRadioChange={onRadioChange} /> @@ -162,7 +160,7 @@ function MainApp() { mephistoContext={mephistoContext} appContext={appContext} idx={idx} - key={message.message_id + "-" + idx} + key={message.update_id + "-" + idx} onRadioChange={(val) => { setChatAnnotation({ index: idx, value: val }); }} diff --git a/examples/parlai_chat_task_demo/custom_simple/main.js b/examples/parlai_chat_task_demo/custom_simple/main.js index 0a2d77b93..9e64fa87a 100644 --- a/examples/parlai_chat_task_demo/custom_simple/main.js +++ b/examples/parlai_chat_task_demo/custom_simple/main.js @@ -1,9 +1,7 @@ /* - * Copyright (c) 2017-present, Facebook, Inc. - * All rights reserved. - * This source code is licensed under the BSD-style license found in the - * LICENSE file in the root directory of this source tree. An additional grant - * of patent rights can be found in the PATENTS file in the same directory. + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. */ import React from "react"; @@ -27,7 +25,7 @@ function RenderChatMessage({ message, mephistoContext, appContext, idx }) { } message={message.text} taskData={message.task_data} - messageId={message.message_id} + messageId={message.update_id} /> ); @@ -42,7 +40,7 @@ function MainApp() { mephistoContext={mephistoContext} appContext={appContext} idx={idx} - key={message.message_id + "-" + idx} + key={message.update_id + "-" + idx} /> )} renderSidePane={({ mephistoContext: { taskConfig } }) => ( diff --git a/examples/parlai_chat_task_demo/demo_worlds.py b/examples/parlai_chat_task_demo/demo_worlds.py index 4c20e3492..31216d281 100644 --- a/examples/parlai_chat_task_demo/demo_worlds.py +++ b/examples/parlai_chat_task_demo/demo_worlds.py @@ -1,23 +1,24 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. -from parlai.mturk.core.worlds import MTurkOnboardWorld, MTurkTaskWorld -from parlai.core.worlds import validate -from joblib import Parallel, delayed +from parlai.crowdsourcing.utils.worlds import CrowdOnboardWorld, CrowdTaskWorld # type: ignore +from parlai.core.worlds import validate # type: ignore +from joblib import Parallel, delayed # type: ignore -class MTurkMultiAgentDialogOnboardWorld(MTurkOnboardWorld): - def __init__(self, opt, mturk_agent): - super().__init__(opt, mturk_agent) + +class MultiAgentDialogOnboardWorld(CrowdOnboardWorld): + def __init__(self, opt, agent): + super().__init__(opt, agent) self.opt = opt def parley(self): - self.mturk_agent.agent_id = "Onboarding Agent" - self.mturk_agent.observe({"id": "System", "text": "Welcome onboard!"}) - x = self.mturk_agent.act(timeout=self.opt["turn_timeout"]) - self.mturk_agent.observe( + self.agent.agent_id = "Onboarding Agent" + self.agent.observe({"id": "System", "text": "Welcome onboard!"}) + x = self.agent.act(timeout=self.opt["turn_timeout"]) + self.agent.observe( { "id": "System", "text": "Thank you for your input! Please wait while " @@ -28,7 +29,7 @@ def parley(self): self.episodeDone = True -class MTurkMultiAgentDialogWorld(MTurkTaskWorld): +class MultiAgentDialogWorld(CrowdTaskWorld): """ Basic world where each agent gets a turn in a round-robin fashion, receiving as input the actions of all other agents since that agent last acted. @@ -137,7 +138,7 @@ def shutdown_agent(agent): def make_onboarding_world(opt, agent): - return MTurkMultiAgentDialogOnboardWorld(opt, agent) + return MultiAgentDialogOnboardWorld(opt, agent) def validate_onboarding(data): @@ -147,7 +148,7 @@ def validate_onboarding(data): def make_world(opt, agents): - return MTurkMultiAgentDialogWorld(opt, agents) + return MultiAgentDialogWorld(opt, agents) def get_world_params(): diff --git a/examples/parlai_chat_task_demo/hydra_configs/conf/base.yaml b/examples/parlai_chat_task_demo/hydra_configs/conf/base.yaml new file mode 100644 index 000000000..9c14009a6 --- /dev/null +++ b/examples/parlai_chat_task_demo/hydra_configs/conf/base.yaml @@ -0,0 +1,18 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: parlai_chat + - /mephisto/architect: local + - /mephisto/provider: mock +mephisto: + blueprint: + world_file: ${task_dir}/demo_worlds.py + task_description_file: ${task_dir}/task_description.html + num_conversations: 1 + task: + # We expect to be able to handle 25 concurrent conversations without issue + max_num_concurrent_units: 50 # 25 convos * 2 people per diff --git a/examples/parlai_chat_task_demo/conf/custom_prebuilt.yaml b/examples/parlai_chat_task_demo/hydra_configs/conf/custom_prebuilt.yaml similarity index 68% rename from examples/parlai_chat_task_demo/conf/custom_prebuilt.yaml rename to examples/parlai_chat_task_demo/hydra_configs/conf/custom_prebuilt.yaml index ab881f953..086f28bfb 100644 --- a/examples/parlai_chat_task_demo/conf/custom_prebuilt.yaml +++ b/examples/parlai_chat_task_demo/hydra_configs/conf/custom_prebuilt.yaml @@ -1,4 +1,11 @@ #@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - base mephisto: blueprint: custom_source_bundle: ${task_dir}/webapp/build/bundle.js diff --git a/examples/parlai_chat_task_demo/conf/custom_simple.yaml b/examples/parlai_chat_task_demo/hydra_configs/conf/custom_simple.yaml similarity index 67% rename from examples/parlai_chat_task_demo/conf/custom_simple.yaml rename to examples/parlai_chat_task_demo/hydra_configs/conf/custom_simple.yaml index c67c8c9c8..067370da2 100644 --- a/examples/parlai_chat_task_demo/conf/custom_simple.yaml +++ b/examples/parlai_chat_task_demo/hydra_configs/conf/custom_simple.yaml @@ -1,4 +1,11 @@ #@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - base mephisto: blueprint: custom_source_dir: ${task_dir}/custom_simple diff --git a/examples/parlai_chat_task_demo/conf/example.yaml b/examples/parlai_chat_task_demo/hydra_configs/conf/example.yaml similarity index 63% rename from examples/parlai_chat_task_demo/conf/example.yaml rename to examples/parlai_chat_task_demo/hydra_configs/conf/example.yaml index 1a1e7db57..363b1d901 100644 --- a/examples/parlai_chat_task_demo/conf/example.yaml +++ b/examples/parlai_chat_task_demo/hydra_configs/conf/example.yaml @@ -1,4 +1,11 @@ #@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - base mephisto: task: task_name: parlai-chat-example diff --git a/examples/parlai_chat_task_demo/conf/onboarding_example.yaml b/examples/parlai_chat_task_demo/hydra_configs/conf/onboarding_example.yaml similarity index 67% rename from examples/parlai_chat_task_demo/conf/onboarding_example.yaml rename to examples/parlai_chat_task_demo/hydra_configs/conf/onboarding_example.yaml index 7962a5597..479591980 100644 --- a/examples/parlai_chat_task_demo/conf/onboarding_example.yaml +++ b/examples/parlai_chat_task_demo/hydra_configs/conf/onboarding_example.yaml @@ -1,4 +1,11 @@ #@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - base mephisto: blueprint: onboarding_qualification: test-parlai-chat-qualification diff --git a/examples/parlai_chat_task_demo/parlai_test_script.py b/examples/parlai_chat_task_demo/parlai_test_script.py deleted file mode 100644 index 20be32d91..000000000 --- a/examples/parlai_chat_task_demo/parlai_test_script.py +++ /dev/null @@ -1,79 +0,0 @@ -#!/usr/bin/env python3 - -# Copyright (c) Facebook, Inc. and its affiliates. -# This source code is licensed under the MIT license found in the -# LICENSE file in the root directory of this source tree. - - -import os -from mephisto.core.operator import Operator -from mephisto.utils.scripts import load_db_and_process_config -from mephisto.server.blueprints.parlai_chat.parlai_chat_blueprint import ( - BLUEPRINT_TYPE, - SharedParlAITaskState, -) - -import hydra -from omegaconf import DictConfig -from dataclasses import dataclass, field -from typing import List, Any - -TASK_DIRECTORY = os.path.dirname(os.path.abspath(__file__)) - -defaults = [ - {"mephisto/blueprint": BLUEPRINT_TYPE}, - {"mephisto/architect": "local"}, - {"mephisto/provider": "mock"}, - "conf/base", - {"conf": "example"}, -] - -from mephisto.core.hydra_config import RunScriptConfig, register_script_config - - -@dataclass -class TestScriptConfig(RunScriptConfig): - defaults: List[Any] = field(default_factory=lambda: defaults) - task_dir: str = TASK_DIRECTORY - num_turns: int = field( - default=3, - metadata={"help": "Number of turns before a conversation is complete"}, - ) - turn_timeout: int = field( - default=300, - metadata={ - "help": "Maximum response time before kicking " - "a worker out, default 300 seconds" - }, - ) - - -register_script_config(name="scriptconfig", module=TestScriptConfig) - - -@hydra.main(config_name="scriptconfig") -def main(cfg: DictConfig) -> None: - db, cfg = load_db_and_process_config(cfg) - - world_opt = {"num_turns": cfg.num_turns, "turn_timeout": cfg.turn_timeout} - - custom_bundle_path = cfg.mephisto.blueprint.get("custom_source_bundle", None) - if custom_bundle_path is not None: - assert os.path.exists(custom_bundle_path), ( - "Must build the custom bundle with `npm install; npm run dev` from within " - f"the {TASK_DIRECTORY}/webapp directory in order to demo a custom bundle " - ) - world_opt["send_task_data"] = True - - shared_state = SharedParlAITaskState( - world_opt=world_opt, onboarding_world_opt=world_opt - ) - - operator = Operator(db) - - operator.validate_and_run_config(cfg.mephisto, shared_state) - operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) - - -if __name__ == "__main__": - main() diff --git a/examples/parlai_chat_task_demo/run_task.py b/examples/parlai_chat_task_demo/run_task.py new file mode 100644 index 000000000..fce6a02de --- /dev/null +++ b/examples/parlai_chat_task_demo/run_task.py @@ -0,0 +1,54 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + + +import os +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import task_script +from mephisto.operations.hydra_config import build_default_task_config +from mephisto.abstractions.blueprints.parlai_chat.parlai_chat_blueprint import ( + SharedParlAITaskState, +) + +from omegaconf import DictConfig +from dataclasses import dataclass, field + + +@dataclass +class ParlAITaskConfig(build_default_task_config("example")): # type: ignore + num_turns: int = field( + default=3, + metadata={"help": "Number of turns before a conversation is complete"}, + ) + turn_timeout: int = field( + default=300, + metadata={ + "help": "Maximum response time before kicking " "a worker out, default 300 seconds" + }, + ) + + +@task_script(config=ParlAITaskConfig) +def main(operator: "Operator", cfg: DictConfig) -> None: + + world_opt = {"num_turns": cfg.num_turns, "turn_timeout": cfg.turn_timeout} + + custom_bundle_path = cfg.mephisto.blueprint.get("custom_source_bundle", None) + if custom_bundle_path is not None: + assert os.path.exists(custom_bundle_path), ( + "Must build the custom bundle with `npm install; npm run dev` from within " + f"the {cfg.task_dir}/webapp directory in order to demo a custom bundle " + ) + world_opt["send_task_data"] = True + + shared_state = SharedParlAITaskState(world_opt=world_opt, onboarding_world_opt=world_opt) + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +if __name__ == "__main__": + main() diff --git a/examples/parlai_chat_task_demo/task_description.html b/examples/parlai_chat_task_demo/task_description.html index adf2117f1..3c7618293 100644 --- a/examples/parlai_chat_task_demo/task_description.html +++ b/examples/parlai_chat_task_demo/task_description.html @@ -1,3 +1,9 @@ + +

If you see this, it means the task description has loaded successfully


What is this task?

diff --git a/examples/parlai_chat_task_demo/webapp/README.md b/examples/parlai_chat_task_demo/webapp/README.md deleted file mode 100644 index f7047eae4..000000000 --- a/examples/parlai_chat_task_demo/webapp/README.md +++ /dev/null @@ -1,16 +0,0 @@ -## Description - -`parlai/mturk/core/react_server` contains several files and folders that comprise the server that is built to serve the task into the MTurk UI: - -### Folders - -- **dev/**: contains the react frontend components that comprise the frontend, as well as the css and main javascript file that ties it all together. Of these, the `dev/components/core_components.jsx` file is likely the most interesting, as it contains the frontend components that are rendered in a normal task. To replace them, you'll need to create a `custom.jsx` file following the formatting in the dummy version in the same folder. See an example of this in the `react_task_demo` task in the `parlai/mturk/tasks` folder. -- **server/**: contains the package that is actually served by the heroku server for the task. `server.js` is what ends up running on the heroku server, which is a simple one-page server with a router for socket messages. The `parlai/mturk/core/server_utils.py` file handles building the components from dev into a new copy of this folder when launching a new task. - -### Files - -The rest of the files are associated with the process of building the finalized javascript main via node and outputting it into the server directory. - -- **.babelrc**: links presets and plugins required for babel to transpile the react jsx files into pure js. -- **package.json**: contains the build dependencies and directs the main build process to run the contents of the webpack config file. -- **webpack.config.js**: configures webpack to grab the contents of the `dev` folder and output the final built file to `server/static`. diff --git a/examples/parlai_chat_task_demo/webapp/package-lock.json b/examples/parlai_chat_task_demo/webapp/package-lock.json deleted file mode 100644 index 95cb9f34b..000000000 --- a/examples/parlai_chat_task_demo/webapp/package-lock.json +++ /dev/null @@ -1,14785 +0,0 @@ -{ - "name": "parlai-mturk-task-compiler", - 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"bootstrap-chat": "^1.0.1", - "mephisto-task": "^1.0.10", + "bootstrap-chat": "^2.0.1", + "mephisto-task": "2.0.4", "rc-slider": "^8.6.3", - "react": "16.13.1", + "react": "^16", "react-bootstrap": "^0.32.4", - "react-dom": "16.13.1", + "react-dom": "^16", "react-table": "^6.8.6" }, "devDependencies": { @@ -24,21 +24,21 @@ "@babel/plugin-proposal-class-properties": "^7.1.0", "@babel/preset-env": "^7.1.0", "@babel/preset-react": "^7.0.0", - "@typescript-eslint/eslint-plugin": "^2.34.0", - "@typescript-eslint/parser": "^2.34.0", + "@typescript-eslint/eslint-plugin": "^5.14.0", + "@typescript-eslint/parser": "^5.14.0", "babel-eslint": "^10.1.0", "babel-loader": "^8.0.2", - "css-loader": "^1.0.0", - "eslint": "^6.8.0", - "eslint-config-react-app": "^5.2.1", + "css-loader": "^6.7.1", + "eslint": "^8.11.0", + "eslint-config-react-app": "^7.0.0", "eslint-plugin-flowtype": "^4.7.0", "eslint-plugin-import": "^2.20.2", "eslint-plugin-jsx-a11y": "^6.2.3", "eslint-plugin-react": "^7.20.0", - "eslint-plugin-react-hooks": "^2.5.1", - "style-loader": "^0.23.0", - "url-loader": "^2.0.1", - "webpack": "^4.19.1", - "webpack-cli": "^3.1.1" + "eslint-plugin-react-hooks": "^4.3.0", + "style-loader": "^1.3.0", + "url-loader": "^4.1.1", + "webpack": "^5.70.0", + "webpack-cli": "^4.9.0" } } diff --git a/examples/parlai_chat_task_demo/webapp/src/main.js b/examples/parlai_chat_task_demo/webapp/src/main.js index 24e87385e..b5e349267 100644 --- a/examples/parlai_chat_task_demo/webapp/src/main.js +++ b/examples/parlai_chat_task_demo/webapp/src/main.js @@ -1,9 +1,7 @@ /* - * Copyright (c) 2017-present, Facebook, Inc. - * All rights reserved. - * This source code is licensed under the BSD-style license found in the - * LICENSE file in the root directory of this source tree. An additional grant - * of patent rights can be found in the PATENTS file in the same directory. + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. */ import React from "react"; @@ -27,7 +25,7 @@ function RenderChatMessage({ message, mephistoContext, appContext, idx }) { } message={message.text} taskData={message.task_data} - messageId={message.message_id} + messageId={message.update_id} /> ); @@ -42,7 +40,7 @@ function MainApp() { mephistoContext={mephistoContext} appContext={appContext} idx={idx} - key={message.message_id + "-" + idx} + key={message.update_id + "-" + idx} /> )} renderSidePane={({ mephistoContext: { taskConfig } }) => ( diff --git a/examples/parlai_chat_task_demo/webapp/src/static/index.html b/examples/parlai_chat_task_demo/webapp/src/static/index.html index 5a1a77bfb..5b82997b3 100644 --- a/examples/parlai_chat_task_demo/webapp/src/static/index.html +++ b/examples/parlai_chat_task_demo/webapp/src/static/index.html @@ -1,11 +1,7 @@ - diff --git a/examples/parlai_chat_task_demo/webapp/webpack.config.js b/examples/parlai_chat_task_demo/webapp/webpack.config.js index 0fd10cc91..6240eeac7 100644 --- a/examples/parlai_chat_task_demo/webapp/webpack.config.js +++ b/examples/parlai_chat_task_demo/webapp/webpack.config.js @@ -1,5 +1,5 @@ /* - * Copyright (c) Facebook, Inc. and its affiliates. + * Copyright (c) Meta Platforms and its affiliates. * This source code is licensed under the MIT license found in the * LICENSE file in the root directory of this source tree. */ @@ -13,15 +13,15 @@ module.exports = { path: __dirname, filename: "build/bundle.js", }, - node: { - net: "empty", - dns: "empty", - }, resolve: { alias: { react: path.resolve("./node_modules/react"), "mephisto-task": path.resolve("./node_modules/mephisto-task"), }, + fallback: { + net: false, + dns: false, + }, }, module: { rules: [ @@ -33,11 +33,12 @@ module.exports = { }, { test: /\.css$/, - loader: "style-loader!css-loader", + use: ["style-loader", "css-loader"], }, { test: /\.(svg|png|jpe?g|ttf)$/, - loader: "url-loader?limit=100000", + loader: "url-loader", + options: { limit: 100000 }, }, { test: /\.jpg$/, diff --git a/examples/parlai_chat_task_demo/webapp/yarn.lock b/examples/parlai_chat_task_demo/webapp/yarn.lock deleted file mode 100644 index 4e3d9c1c3..000000000 --- a/examples/parlai_chat_task_demo/webapp/yarn.lock +++ /dev/null @@ -1,5654 +0,0 @@ -# THIS IS AN AUTOGENERATED FILE. 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get-caller-file "^2.0.1" - os-locale "^3.1.0" - require-directory "^2.1.1" - require-main-filename "^2.0.0" - set-blocking "^2.0.0" - string-width "^3.0.0" - which-module "^2.0.0" - y18n "^4.0.0" - yargs-parser "^13.1.0" diff --git a/examples/remote_procedure/README.md b/examples/remote_procedure/README.md new file mode 100644 index 000000000..4293026bc --- /dev/null +++ b/examples/remote_procedure/README.md @@ -0,0 +1,11 @@ + + +# Mephisto Remote Query Examples + +This directory contains examples of using remote queries. The `template` example consists of the boilerplate with pointers about how the code interacts with the data model (and hints on how to build your own task), while the `mnist` example shows what a functioning model-in-the-loop task would really run like. + +While neither of these tasks use it, `RemoteProcedureBlueprint` tasks are also provided with a list of the previous calls made in `initialTaskData.previous_requests` in the case of a reconnect. This can be useful for re-establishing state if a worker refreshes the page. \ No newline at end of file diff --git a/mephisto/providers/mturk/__init__.py b/examples/remote_procedure/__init__.py similarity index 74% rename from mephisto/providers/mturk/__init__.py rename to examples/remote_procedure/__init__.py index 240697e32..cfaca7562 100644 --- a/mephisto/providers/mturk/__init__.py +++ b/examples/remote_procedure/__init__.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. diff --git a/examples/remote_procedure/mnist/README.md b/examples/remote_procedure/mnist/README.md new file mode 100644 index 000000000..bc9144754 --- /dev/null +++ b/examples/remote_procedure/mnist/README.md @@ -0,0 +1,15 @@ + + +# Mephisto MNIST Model Evaluator demo + +This task is a simple model evaluation demo, presenting the worker with three spaces to draw images in, running an MNIST model on them to predict an output, and then allowing the worker to assess and correct that output. + +Introduced in [#677](https://github.com/facebookresearch/Mephisto/pull/677), some screenshots and discussion there. + +For more details how to write your own `webapp` (ReactJS application) see example in current directory. +Also, read [short documentation](mephisto/review_app/README.md) +for the main Review App to understand how to add review part in your `webapp`. diff --git a/mephisto/providers/__init__.py b/examples/remote_procedure/mnist/__init__.py similarity index 74% rename from mephisto/providers/__init__.py rename to examples/remote_procedure/mnist/__init__.py index 240697e32..cfaca7562 100644 --- a/mephisto/providers/__init__.py +++ b/examples/remote_procedure/mnist/__init__.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. diff --git a/examples/remote_procedure/mnist/assets/.gitkeep b/examples/remote_procedure/mnist/assets/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/examples/remote_procedure/mnist/hydra_configs/conf/example_local_mock.yaml b/examples/remote_procedure/mnist/hydra_configs/conf/example_local_mock.yaml new file mode 100644 index 000000000..f3550fc2f --- /dev/null +++ b/examples/remote_procedure/mnist/hydra_configs/conf/example_local_mock.yaml @@ -0,0 +1,30 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: remote_procedure + - /mephisto/architect: local + - /mephisto/provider: mock +mephisto: + blueprint: + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + # NOTE pick something based on your task + block_qualification: test_qual_block + units_per_assignment: 1 + task: + allowed_concurrent: 1 + task_name: remote-procedure-test-task + task_title: "Provide feedback on our MNIST model" + # NOTE you'll want to update your task description + task_description: "You will draw digits. Try to fool our MNIST model, and provide us the correct label." + # NOTE set a reasonable reward + task_reward: 0.05 + # NOTE will want real tags + task_tags: "mnist,drawing,models,correction" + # We expect to handle 25 people using the MNIST model at once + max_num_concurrent_units: 25 diff --git a/examples/remote_procedure/mnist/hydra_configs/conf/screening_example_local_mock.yaml b/examples/remote_procedure/mnist/hydra_configs/conf/screening_example_local_mock.yaml new file mode 100644 index 000000000..c4c916d4f --- /dev/null +++ b/examples/remote_procedure/mnist/hydra_configs/conf/screening_example_local_mock.yaml @@ -0,0 +1,32 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: remote_procedure + - /mephisto/architect: local + - /mephisto/provider: mock +mephisto: + blueprint: + task_source: ${task_dir}/webapp/build/bundle.js + task_source_review: ${task_dir}/webapp/build/bundle.review.js + link_task_source: false + units_per_assignment: 1 + passed_qualification_name: "test-mnist-passed-qualification" + block_qualification: "test-mnist-blocked-qualification" + use_screening_task: true + max_screening_units: 3 + task: + task_name: remote-procedure-test-task + task_title: "Provide feedback on our MNIST model" + # NOTE you'll want to update your task description + task_description: "You will draw digits. Try to fool our MNIST model, and provide us the correct label." + # NOTE set a reasonable reward + task_reward: 0.05 + # NOTE will want real tags + task_tags: "mnist,drawing,models,correction" + # We expect to handle 25 people using the MNIST model at once + max_num_concurrent_units: 25 + allowed_concurrent: 1 diff --git a/examples/remote_procedure/mnist/model.py b/examples/remote_procedure/mnist/model.py new file mode 100644 index 000000000..7e2299cb2 --- /dev/null +++ b/examples/remote_procedure/mnist/model.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +# Using the implementation provided at +# https://github.com/aaron-xichen/pytorch-playground/blob/master/mnist/model.py + +import torch.nn as nn +from collections import OrderedDict +import torch.utils.model_zoo as model_zoo + +model_urls = {"mnist": "http://ml.cs.tsinghua.edu.cn/~chenxi/pytorch-models/mnist-b07bb66b.pth"} + + +class MLP(nn.Module): + def __init__(self, input_dims, n_hiddens, n_class): + super(MLP, self).__init__() + assert isinstance(input_dims, int), "Please provide int for input_dims" + self.input_dims = input_dims + current_dims = input_dims + layers = OrderedDict() + + if isinstance(n_hiddens, int): + n_hiddens = [n_hiddens] + else: + n_hiddens = list(n_hiddens) + for i, n_hidden in enumerate(n_hiddens): + layers["fc{}".format(i + 1)] = nn.Linear(current_dims, n_hidden) + layers["relu{}".format(i + 1)] = nn.ReLU() + layers["drop{}".format(i + 1)] = nn.Dropout(0.2) + current_dims = n_hidden + layers["out"] = nn.Linear(current_dims, n_class) + + self.model = nn.Sequential(layers) + print(self.model) + + def forward(self, input): + # input = input.view(input.size(0), -1) + assert input.size(1) == self.input_dims + return self.model.forward(input) + + +def mnist(input_dims=784, n_hiddens=[256, 256], n_class=10, pretrained=None): + model = MLP(input_dims, n_hiddens, n_class) + if pretrained is not None: + try: + m = model_zoo.load_url(model_urls["mnist"]) + except RuntimeError: + # No GPU, CPU only + m = model_zoo.load_url(model_urls["mnist"], map_location="cpu") + state_dict = m.state_dict() if isinstance(m, nn.Module) else m + assert isinstance(state_dict, (dict, OrderedDict)), type(state_dict) + model.load_state_dict(state_dict) + return model diff --git a/examples/remote_procedure/mnist/run_task.py b/examples/remote_procedure/mnist/run_task.py new file mode 100644 index 000000000..f8db452a0 --- /dev/null +++ b/examples/remote_procedure/mnist/run_task.py @@ -0,0 +1,116 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +try: + import torch + from PIL import Image +except ImportError: + print( + "Need to have torch, PIL, numpy installed to use this demo. For example: pip install torch pillow numpy" + ) + exit(1) + +import base64 +from io import BytesIO +from mephisto.abstractions.blueprints.mixins.screen_task_required import ( + ScreenTaskRequired, +) +from mephisto.data_model.unit import Unit +from model import mnist + +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import ( + build_custom_bundle, + task_script, +) +from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint import ( + SharedRemoteProcedureTaskState, + RemoteProcedureAgentState, +) + +from omegaconf import DictConfig +from typing import List, Any, Dict +from rich import print + + +def my_screening_unit_generator(): + """ + The frontend react webapp reads in + isScreeningUnit using the initialTaskData + prop + """ + while True: + yield {"isScreeningUnit": True} + + +def validate_screening_unit(unit: Unit): + """Checking if the drawn number is 3""" + agent = unit.get_assigned_agent() + if agent is not None: + data = agent.state.get_data() + annotation = data["outputs"]["final_submission"]["annotations"][0] + if annotation["isCorrect"] and annotation["currentAnnotation"] == 3: + return True + return False + + +@task_script(default_config_file="example_local_mock") +def main(operator: Operator, cfg: DictConfig) -> None: + tasks: List[Dict[str, Any]] = [{"isScreeningUnit": False}] * cfg.num_tasks + mnist_model = mnist(pretrained=True) + is_using_screening_units = cfg.mephisto.blueprint["use_screening_task"] + + def handle_with_model( + _request_id: str, args: Dict[str, Any], agent_state: RemoteProcedureAgentState + ) -> Dict[str, Any]: + """Convert the image to be read by MNIST classifier, then classify""" + img_dat = args["urlData"].split("data:image/png;base64,")[1] + im = Image.open(BytesIO(base64.b64decode(img_dat))) + im_gray = im.convert("L") + im_resized = im_gray.resize((28, 28)) + im_vals = list(im_resized.getdata()) + norm_vals = [(255 - x) * 1.0 / 255.0 for x in im_vals] + in_tensor = torch.tensor([norm_vals]) + output = mnist_model(in_tensor) + pred = output.data.max(1)[1] + print("Predicted digit:", pred.item()) + return { + "digit_prediction": pred.item(), + } + + function_registry = { + "classify_digit": handle_with_model, + } + shared_state = SharedRemoteProcedureTaskState( + static_task_data=tasks, + function_registry=function_registry, + ) + + if is_using_screening_units: + """You have to defined a few more properties to enable screening units""" + shared_state.on_unit_submitted = ScreenTaskRequired.create_validation_function( + cfg.mephisto, + validate_screening_unit, + ) + shared_state.screening_data_factory = my_screening_unit_generator() + shared_state.qualifications += ScreenTaskRequired.get_mixin_qualifications( + cfg.mephisto, shared_state + ) + + task_dir = cfg.task_dir + + build_custom_bundle( + task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +if __name__ == "__main__": + main() diff --git a/mephisto/server/blueprints/static_task/source/.babelrc b/examples/remote_procedure/mnist/webapp/.babelrc similarity index 100% rename from mephisto/server/blueprints/static_task/source/.babelrc rename to examples/remote_procedure/mnist/webapp/.babelrc diff --git a/mephisto/server/blueprints/parlai_chat/webapp/.eslintrc b/examples/remote_procedure/mnist/webapp/.eslintrc similarity index 100% rename from mephisto/server/blueprints/parlai_chat/webapp/.eslintrc rename to examples/remote_procedure/mnist/webapp/.eslintrc diff --git a/examples/remote_procedure/mnist/webapp/cypress.config.js b/examples/remote_procedure/mnist/webapp/cypress.config.js new file mode 100644 index 000000000..a8f21d574 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/cypress.config.js @@ -0,0 +1,14 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +module.exports = { + video: false, + + e2e: { + baseUrl: "http://localhost:3000/?worker_id=x&assignment_id=1", + supportFile: false, + }, +}; diff --git a/examples/remote_procedure/mnist/webapp/cypress/e2e/remote_procedure_mnist.cy.js b/examples/remote_procedure/mnist/webapp/cypress/e2e/remote_procedure_mnist.cy.js new file mode 100644 index 000000000..0180d316f --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/cypress/e2e/remote_procedure_mnist.cy.js @@ -0,0 +1,98 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +describe("Loads remote_procedure_mnist", () => { + it("Makes request for agent", () => { + cy.intercept({ pathname: "/request_agent" }).as("agentRequest"); + cy.visit("/"); + cy.wait("@agentRequest").then((interception) => { + expect(interception.response.statusCode).to.eq(200); + }); + }); + it("Loads correct react elements", () => { + cy.get('[data-cy="canvas-container-0"]'); + cy.get('[data-cy="clear-button-0"]'); + cy.get('[data-cy="correct-checkbox-0"]'); + cy.get('[data-cy="correct-text-input-0"]'); + + cy.get('[data-cy="canvas-container-1"]'); + cy.get('[data-cy="clear-button-1"]'); + cy.get('[data-cy="correct-checkbox-1"]'); + cy.get('[data-cy="correct-text-input-1"]'); + + cy.get('[data-cy="canvas-container-2"]'); + cy.get('[data-cy="clear-button-2"]'); + cy.get('[data-cy="correct-checkbox-2"]'); + cy.get('[data-cy="correct-text-input-2"]'); + + cy.get('[data-cy="submit-button"]').as("submitButton"); + cy.get("@submitButton").should("be.disabled"); + }); + + it("Submitting with three corrected annotations", () => { + cy.on("window:alert", (txt) => { + expect(txt).to.contain("The task has been submitted!"); + }); + + cy.get('[data-cy="clear-button-0"]').as("clearButton0"); + cy.get('[data-cy="clear-button-1"]').as("clearButton1"); + cy.get('[data-cy="clear-button-2"]').as("clearButton2"); + + // draw 4 + cy.get('[data-cy="canvas-mouse-down-container-0"]') + .trigger("mouseover") + .trigger("mousedown", 20, 20) + .trigger("mousemove", 40, 150) + .trigger("mousemove", 150, 120) + .trigger("mousemove", 150, 10) + .trigger("mouseup", 150, 220); + + // There is a wait statement here because it takes some time for the model to calculate that it is a 4 + cy.wait(1000); + cy.get('[data-cy="current-annotation-0"]').should("contain.text", "4"); + cy.get('[data-cy="correct-checkbox-0"]').check(); + cy.get('[data-cy="correct-text-input-0"]').should("not.exist"); + + // draw 1 + cy.get('[data-cy="canvas-mouse-down-container-1"]') + .trigger("mouseover") + .trigger("mousedown", 20, 60) + .trigger("mousedown", 40, 40) + .trigger("mousedown", 150, 30) + .trigger("mousedown", 180, 60) + .trigger("mousedown", 180, 120) + .trigger("mousedown", 150, 135) + .trigger("mousedown", 85, 145) + .trigger("mousedown", 180, 150) + .trigger("mousedown", 180, 210) + .trigger("mouseup", 65, 220); + + cy.wait(1000); + cy.get('[data-cy="current-annotation-1"]').should("contain.text", "3"); + cy.get('[data-cy="correct-checkbox-1"]').check(); + cy.get('[data-cy="correct-text-input-1]').should("not.exist"); + + // draw gibberish + cy.get('[data-cy="canvas-mouse-down-container-2"]') + .trigger("mouseover") + .trigger("mousedown", 10, 20) + .trigger("mousedown", 120, 200) + .trigger("mouseup", 120, 200); + + cy.get('[data-cy="clear-button-2"]').click(); + + // draw 7 + cy.get('[data-cy="canvas-mouse-down-container-2"]') + .trigger("mouseover") + .trigger("mousedown", 30, 30) + .trigger("mousedown", 220, 40) + .trigger("mouseup", 40, 200); + + cy.get('[data-cy="correct-text-input-2"]').type("7"); + + cy.get('[data-cy="submit-button"]').click({ force: true }); + }); +}); diff --git a/examples/remote_procedure/mnist/webapp/link_mephisto_task.sh b/examples/remote_procedure/mnist/webapp/link_mephisto_task.sh new file mode 100644 index 000000000..6936741b2 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/link_mephisto_task.sh @@ -0,0 +1,7 @@ +#!/bin/sh + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +npm link mephisto-task diff --git a/examples/remote_procedure/mnist/webapp/package.json b/examples/remote_procedure/mnist/webapp/package.json new file mode 100644 index 000000000..05c0debca --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/package.json @@ -0,0 +1,47 @@ +{ + "name": "parlai-mturk-task-compiler", + "version": "1.0.1", + "description": "", + "main": "webpack.config.js", + "scripts": { + "dev": "webpack --mode development", + "test": "cypress open", + "build:review": "webpack --config=webpack.config.review.js --mode development" + }, + "keywords": [], + "author": "", + "dependencies": { + "bootstrap": "^4.6.0", + "mephisto-task": "2.0.4", + "rc-slider": "^8.6.3", + "react": "^16", + "react-bootstrap": "^1.6.0", + "react-canvas-draw": "^1.2.1", + "react-dom": "^16", + "react-table": "^6.8.6" + }, + "devDependencies": { + "@babel/cli": "^7.1.0", + "@babel/core": "^7.1.0", + "@babel/plugin-proposal-class-properties": "^7.1.0", + "@babel/preset-env": "^7.1.0", + "@babel/preset-react": "^7.0.0", + "@typescript-eslint/eslint-plugin": "^5.14.0", + "@typescript-eslint/parser": "^5.14.0", + "babel-eslint": "^10.1.0", + "babel-loader": "^8.0.2", + "css-loader": "^6.7.1", + "cypress": "^10.1.0", + "eslint": "^8.11.0", + "eslint-config-react-app": "^7.0.0", + "eslint-plugin-flowtype": "^4.7.0", + "eslint-plugin-import": "^2.20.2", + "eslint-plugin-jsx-a11y": "^6.2.3", + "eslint-plugin-react": "^7.20.0", + "eslint-plugin-react-hooks": "^4.3.0", + "style-loader": "^1.1.3", + "url-loader": "^4.1.1", + "webpack": "^5.70.0", + "webpack-cli": "^4.9.0" + } +} diff --git a/examples/remote_procedure/mnist/webapp/src/app.jsx b/examples/remote_procedure/mnist/webapp/src/app.jsx new file mode 100644 index 000000000..4ec316575 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/app.jsx @@ -0,0 +1,95 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { + BaseFrontend, + LoadingScreen, + Instructions, +} from "./components/core_components.jsx"; + +import { + MephistoContext, + useMephistoRemoteProcedureTask, + ErrorBoundary, +} from "mephisto-task"; + +/* ================= Application Components ================= */ + +// Generate a random id +function uuidv4() { + return "xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx".replace(/[xy]/g, function (c) { + var r = (Math.random() * 16) | 0, + v = c == "x" ? r : (r & 0x3) | 0x8; + return v.toString(16); + }); +} + +function RemoteProcedureApp() { + let mephistoProps = useMephistoRemoteProcedureTask({}); + + let { + blockedReason, + blockedExplanation, + taskConfig, + isPreview, + previewHtml, + isLoading, + handleSubmit, + remoteProcedure, + isOnboarding, + handleFatalError, + initialTaskData, + } = mephistoProps; + + const classifyDigit = remoteProcedure("classify_digit"); + + if (isOnboarding) { + // TODO You can use this as an opportunity to display anything you want for + // an onboarding agent + + // At the moment, this task has no onboarding + return

This task doesn't currently have an onboarding example set

; + } + if (blockedReason !== null) { + return

{blockedExplanation}

; + } + if (isLoading) { + return ; + } + if (isPreview) { + return ; + } + + return ( + + +
+ +
+ + + ); +} + +function TaskPreviewView({ description }) { + return ( +
+
+
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/remote_procedure/mnist/webapp/src/components/core_components.jsx b/examples/remote_procedure/mnist/webapp/src/components/core_components.jsx new file mode 100644 index 000000000..bf5fdf78f --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/components/core_components.jsx @@ -0,0 +1,288 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { Fragment } from "react"; +import CanvasDraw from "react-canvas-draw"; + +function LoadingScreen() { + return Loading...; +} + +function Directions({ children }) { + return ( +
+
+
+

{children}

+
+
+
+ ); +} + +function AnnotationCanvas({ onUpdate, classifyDigit, index }) { + const [currentAnnotation, setCurrentAnnotation] = React.useState(null); + const [trueAnnotation, setTrueAnnotation] = React.useState(""); + const [isCorrect, setIsCorrect] = React.useState(null); + + const querying = React.useRef(false); + const changed = React.useRef(false); + const canvasRef = React.useRef(); + + function triggerUpdate() { + onUpdate({ + isCorrect, + trueAnnotation, + currentAnnotation, + imgData: canvasRef.current.getDataURL("png", false, "#FFF"), + }); + } + + React.useEffect(() => triggerUpdate(), [isCorrect, trueAnnotation]); + + function submitAndAnnotate() { + let urlData = canvasRef.current.getDataURL("png", false, "#FFF"); + querying.current = true; + classifyDigit({ urlData }).then((res) => { + setCurrentAnnotation(res["digit_prediction"]); + triggerUpdate(urlData); + querying.current = false; + if (changed.current === true) { + // If it's changed since we last ran, rerun! + changed.current = false; + submitAndAnnotate(); + } + }); + } + + const canvas = ( + { + if (!querying.current) { + submitAndAnnotate(); + } else { + changed.current = true; // Query once last one comes in + } + }} + canvasWidth={250} + canvasHeight={250} + brushColor={"#000"} + brushRadius={18} + hideInterface={true} + ref={(canvasDraw) => (canvasRef.current = canvasDraw)} + /> + ); + + return ( +
+
{canvas}
+ +
+ + Current Annotation: {currentAnnotation} + +
+ Annotation Correct?{" "} + setIsCorrect(!isCorrect)} + /> + {!isCorrect && ( + +
+ Corrected Annotation: +
+ setTrueAnnotation(evt.target.value)} + /> + + )} +
+ ); +} + +function Instructions({ taskData }) { + return ( +
+

MNIST Model Evaluator

+

+ {taskData?.isScreeningUnit + ? "Screening Unit:" + : "To submit this task, you'll need to draw 3 (single) digits in the boxes below. Our model will try to provide an annotation for each."} +

+

+ {taskData?.isScreeningUnit + ? 'To submit this task you will have to correctly draw the number 3 in the box below and check the "Annotation Correct" checkbox' + : "You can confirm or reject each of the annotations. Provide a correction if the annotation is wrong."} +

+
+ ); +} + +function TaskFrontend({ + classifyDigit, + finalResults = null, + handleSubmit, + initialTaskData, +}) { + if (finalResults) { + return ( + + ); + } + + // TODO Update this file such that, if finalResults contains data we render in review mode with that data + const NUM_ANNOTATIONS = initialTaskData.isScreeningUnit ? 1 : 3; + const [annotations, updateAnnotations] = React.useReducer( + (currentAnnotation, { updateIdx, updatedAnnotation }) => { + return currentAnnotation.map((val, idx) => + idx == updateIdx ? updatedAnnotation : val + ); + }, + Array(NUM_ANNOTATIONS).fill({ + currentAnnotation: null, + trueAnnotation: null, + isCorrect: null, + }) + ); + let canSubmit = + annotations.filter((a) => a.isCorrect === true || a.trueAnnotation !== "") + .length == NUM_ANNOTATIONS; + + return ( +
+ +
+ {annotations.map((_d, idx) => ( + + updateAnnotations({ + updateIdx: idx, + updatedAnnotation: annotation, + }) + } + /> + ))} +
+
+ + +
+ ); +} + +function ReviewAnnotationCanvas({ index, value }) { + return ( +
+
+ {"img" +
+ +
+ + Current Annotation: {value["currentAnnotation"]} + +
+ Annotation Correct?{" "} + + +
+ Corrected Annotation: +
+ + +
+ ); +} + +function ReviewFrontend({ initialTaskData, reviewData }) { + return ( +
+ +
+ {reviewData["final_submission"]["annotations"].map((_d, idx) => ( + null} + value={_d} + /> + ))} +
+
+ + +
+ ); +} + +export { + LoadingScreen, + TaskFrontend as BaseFrontend, + ReviewFrontend, + Instructions, +}; diff --git a/examples/remote_procedure/mnist/webapp/src/css/style.css b/examples/remote_procedure/mnist/webapp/src/css/style.css new file mode 100644 index 000000000..4a472df42 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/css/style.css @@ -0,0 +1,5 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ diff --git a/mephisto/webapp/src/react-app-env.d.ts b/examples/remote_procedure/mnist/webapp/src/main.js similarity index 66% rename from mephisto/webapp/src/react-app-env.d.ts rename to examples/remote_procedure/mnist/webapp/src/main.js index 9d2168c53..f4be63f80 100644 --- a/mephisto/webapp/src/react-app-env.d.ts +++ b/examples/remote_procedure/mnist/webapp/src/main.js @@ -3,4 +3,6 @@ * This source code is licensed under the MIT license found in the * LICENSE file in the root directory of this source tree. */ -/// +import "./app.jsx"; +import "./css/style.css"; +import "bootstrap/dist/css/bootstrap.min.css"; diff --git a/examples/remote_procedure/mnist/webapp/src/review.js b/examples/remote_procedure/mnist/webapp/src/review.js new file mode 100644 index 000000000..8244f97d2 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/review.js @@ -0,0 +1,9 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import "./reviewapp.jsx"; +import "./css/style.css"; +import "bootstrap/dist/css/bootstrap.min.css"; diff --git a/examples/remote_procedure/mnist/webapp/src/reviewapp.jsx b/examples/remote_procedure/mnist/webapp/src/reviewapp.jsx new file mode 100644 index 000000000..e5c498817 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/reviewapp.jsx @@ -0,0 +1,60 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { BaseFrontend } from "./components/core_components.jsx"; + +function ReviewApp() { + const appRef = React.useRef(null); + const [reviewData, setReviewData] = React.useState(null); + + // Requirement #1. Render review components after receiving Task data via message + window.onmessage = function (e) { + const data = JSON.parse(e.data); + setReviewData(data["REVIEW_DATA"]); + }; + + // Requirement #2. Resize iframe height to fit its content + React.useLayoutEffect(() => { + function updateSize() { + if (appRef.current) { + window.top.postMessage( + JSON.stringify({ + IFRAME_DATA: { + height: appRef.current.offsetHeight, + }, + }), + "*" + ); + } + } + window.addEventListener("resize", updateSize); + updateSize(); + // HACK: Catch-all resize, if normal resizes failed (e.g. acync long loading images) + setTimeout(() => { + updateSize(); + }, 3000); + return () => window.removeEventListener("resize", updateSize); + }, []); + + // Requirement #3. This component must return a div with `ref={appRef}` + // so we can get displayed height of this component (for iframe resizing) + return ( +
+ {reviewData ? ( + + ) : ( +
Loading...
+ )} +
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/remote_procedure/mnist/webapp/src/static/index.html b/examples/remote_procedure/mnist/webapp/src/static/index.html new file mode 100644 index 000000000..a8ed9fea6 --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/src/static/index.html @@ -0,0 +1,33 @@ + + + + + + + + Remote Query Example + + + + + + + + + +
+ + + diff --git a/examples/remote_procedure/mnist/webapp/webpack.config.js b/examples/remote_procedure/mnist/webapp/webpack.config.js new file mode 100644 index 000000000..7c92f67df --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/webpack.config.js @@ -0,0 +1,48 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +var path = require("path"); +var webpack = require("webpack"); + +module.exports = { + entry: "./src/main.js", + output: { + path: __dirname, + filename: "build/bundle.js", + }, + resolve: { + alias: { + react: path.resolve("./node_modules/react"), + }, + fallback: { + net: false, + dns: false, + }, + }, + module: { + rules: [ + { + test: /\.(js|jsx)$/, + loader: "babel-loader", + exclude: /node_modules/, + options: { presets: ["@babel/env"] }, + }, + { + test: /\.css$/, + use: ["style-loader", "css-loader"], + }, + { + test: /\.(svg|png|jpe?g|ttf)$/, + loader: "url-loader", + options: { limit: 100000 }, + }, + { + test: /\.jpg$/, + loader: "file-loader", + }, + ], + }, +}; diff --git a/examples/remote_procedure/mnist/webapp/webpack.config.review.js b/examples/remote_procedure/mnist/webapp/webpack.config.review.js new file mode 100644 index 000000000..5e226ee6c --- /dev/null +++ b/examples/remote_procedure/mnist/webapp/webpack.config.review.js @@ -0,0 +1,53 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +var path = require("path"); +var webpack = require("webpack"); + +module.exports = { + entry: "./src/review.js", + output: { + path: __dirname, + filename: "build/bundle.review.js", + }, + resolve: { + alias: { + react: path.resolve("./node_modules/react"), + }, + fallback: { + net: false, + dns: false, + }, + }, + module: { + rules: [ + { + test: /\.(js|jsx)$/, + loader: "babel-loader", + exclude: /node_modules/, + options: { presets: ["@babel/env"] }, + }, + { + test: /\.css$/, + use: ["style-loader", "css-loader"], + }, + { + test: /\.(svg|png|jpe?g|ttf)$/, + loader: "url-loader", + options: { limit: 100000 }, + }, + { + test: /\.tsx?$/, + use: "ts-loader", + exclude: /node_modules/, + }, + { + test: /\.jpg$/, + loader: "file-loader", + }, + ], + }, +}; diff --git a/examples/remote_procedure/template/README.md b/examples/remote_procedure/template/README.md new file mode 100644 index 000000000..65b5bc77f --- /dev/null +++ b/examples/remote_procedure/template/README.md @@ -0,0 +1,15 @@ + + +# Mephisto Remote Query Template + +This task is an _extremely rough_ bare-bones example of being able to set up a task where the frontend directly connects to the backend using the `useMephistoRemoteProcedureTask` hook from the `mephisto-task` package. It should serve as a decent example of how to get a `RemoteProcedureBlueprint` task up off the ground. + +Deploying the task as-is brings up a page where the user needs to click the "query backend" button enough times for the task to be considered ready to submit. + +It makes use of the function_registry to use a `"handle_with_model"` method that, admittedly, doesn't use any models, but hopefully demonstrates where a model can fit into this type of task. + +As it stands, these queries are still just a single request to single response model, but that should be sufficient for most tasks that want to have a backend in-the-loop for an otherwise frontend-heavy task. \ No newline at end of file diff --git a/mephisto/providers/mock/__init__.py b/examples/remote_procedure/template/__init__.py similarity index 74% rename from mephisto/providers/mock/__init__.py rename to examples/remote_procedure/template/__init__.py index 240697e32..cfaca7562 100644 --- a/mephisto/providers/mock/__init__.py +++ b/examples/remote_procedure/template/__init__.py @@ -1,5 +1,5 @@ #!/usr/bin/env python3 -# Copyright (c) Facebook, Inc. and its affiliates. +# Copyright (c) Meta Platforms and its affiliates. # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. diff --git a/examples/remote_procedure/template/assets/.gitkeep b/examples/remote_procedure/template/assets/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/examples/remote_procedure/template/hydra_configs/conf/example_local_mock.yaml b/examples/remote_procedure/template/hydra_configs/conf/example_local_mock.yaml new file mode 100644 index 000000000..5ab8d7af9 --- /dev/null +++ b/examples/remote_procedure/template/hydra_configs/conf/example_local_mock.yaml @@ -0,0 +1,30 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: remote_procedure + - /mephisto/architect: local + - /mephisto/provider: mock +mephisto: + blueprint: + task_source: ${task_dir}/webapp/build/bundle.js + link_task_source: false + # NOTE pick something based on your task + block_qualification: test_qual_block + units_per_assignment: 1 + task: + allowed_concurrent: 1 + task_name: remote-procedure-test-task + task_title: "Test a static task that also has access to live backend queries" + # NOTE you'll want to update your task description + task_description: "You will be shown a form that you can submit at any time, but can also toggle a backend query" + # NOTE set a reasonable reward + task_reward: 0.05 + # NOTE will want real tags + task_tags: "test,task,fix-me" + # NOTE Model-in-the-loop tasks need to be careful to configure only as many concurrent + # connections as their model can handle at once + max_num_concurrent_units: 40 diff --git a/examples/remote_procedure/template/run_task.py b/examples/remote_procedure/template/run_task.py new file mode 100644 index 000000000..ef4642f42 --- /dev/null +++ b/examples/remote_procedure/template/run_task.py @@ -0,0 +1,98 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import ( + task_script, + build_custom_bundle, +) +from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint import ( + SharedRemoteProcedureTaskState, + RemoteProcedureAgentState, +) + +from omegaconf import DictConfig +from typing import Any, Dict + + +def build_local_context(num_tasks): + """ + Create local context that you don't intend to be shared with the frontend, + but which you may want your remote functions to use + """ + # NOTE this can be used to establish any kind of shared local context you + # might need access to + context = {} + for x in range(num_tasks): + context[x] = f"Hello {x}, this task was for you." + return context + + +def build_tasks(num_tasks): + """ + Create a set of tasks you want annotated + """ + # NOTE These form the init_data for a task + tasks = [] + for x in range(num_tasks): + tasks.append( + { + "index": x, + "local_value_key": x, + } + ) + return tasks + + +@task_script(default_config_file="example_local_mock") +def main(operator: Operator, cfg: DictConfig) -> None: + def onboarding_always_valid(onboarding_data): + # NOTE you can make an onboarding task and validate it here + print(onboarding_data) + return True + + # Right now we're building locally, but should eventually + # use non-local for the real thing + tasks = build_tasks(cfg.num_tasks) + context = build_local_context(cfg.num_tasks) + + def handle_with_model( + _request_id: str, args: Dict[str, Any], agent_state: RemoteProcedureAgentState + ) -> Dict[str, Any]: + """Remote call to process external content using a 'model'""" + # NOTE this body can be whatever you want + print(f"The parsed args are {args}, you can do what you want with that") + print(f"You can also use {agent_state.init_data}, to get task keys") + assert agent_state.init_data is not None + idx = agent_state.init_data["local_value_key"] + print(f"And that may let you get local context, like {context[idx]}") + return { + "secret_local_value": context[idx], + "update": f"this was request {args['arg3'] + 1}", + } + + function_registry = { + "handle_with_model": handle_with_model, + } + + shared_state = SharedRemoteProcedureTaskState( + static_task_data=tasks, + validate_onboarding=onboarding_always_valid, + function_registry=function_registry, + ) + + task_dir = cfg.task_dir + build_custom_bundle( + task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +if __name__ == "__main__": + main() diff --git a/examples/remote_procedure/template/webapp/.babelrc b/examples/remote_procedure/template/webapp/.babelrc new file mode 100644 index 000000000..5507f2e86 --- /dev/null +++ b/examples/remote_procedure/template/webapp/.babelrc @@ -0,0 +1,4 @@ +{ + "presets": ["@babel/env", "@babel/preset-react"], + "plugins": ["@babel/plugin-proposal-class-properties"] +} diff --git a/examples/remote_procedure/template/webapp/.eslintrc b/examples/remote_procedure/template/webapp/.eslintrc new file mode 100644 index 000000000..fcf5ef32e --- /dev/null +++ b/examples/remote_procedure/template/webapp/.eslintrc @@ -0,0 +1,3 @@ +{ + "extends": ["react-app"] +} diff --git a/examples/remote_procedure/template/webapp/cypress.config.js b/examples/remote_procedure/template/webapp/cypress.config.js new file mode 100644 index 000000000..a8f21d574 --- /dev/null +++ b/examples/remote_procedure/template/webapp/cypress.config.js @@ -0,0 +1,14 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +module.exports = { + video: false, + + e2e: { + baseUrl: "http://localhost:3000/?worker_id=x&assignment_id=1", + supportFile: false, + }, +}; diff --git a/examples/remote_procedure/template/webapp/cypress/e2e/remote_procedure_template.cy.js b/examples/remote_procedure/template/webapp/cypress/e2e/remote_procedure_template.cy.js new file mode 100644 index 000000000..6857cc445 --- /dev/null +++ b/examples/remote_procedure/template/webapp/cypress/e2e/remote_procedure_template.cy.js @@ -0,0 +1,60 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +describe("Loads remote_procedure_template", () => { + it("Makes request for agent", () => { + cy.intercept({ pathname: "/request_agent" }).as("agentRequest"); + cy.visit("/"); + cy.wait("@agentRequest").then((interception) => { + expect(interception.response.statusCode).to.eq(200); + }); + }); + + it("Loads correct react elements", () => { + cy.get('[data-cy="directions-header"]'); + cy.get('[data-cy="directions-paragraph"]'); + cy.get('[data-cy="query-backend-button"]'); + cy.get('[data-cy="submit-button"]'); + }); + + it("Submit button not disabled after querying backend four times", () => { + cy.on("window:alert", (txt) => { + expect(txt).to.contain("this was request"); + }); + + cy.get('[data-cy="query-backend-button"]').as("queryBackendButton"); + cy.get('[data-cy="submit-button"]').as("submitButton"); + + // These ugly wait statements exist because cypress doesn't handle react-rerenders well + // https://github.com/cypress-io/cypress/issues/7306 + cy.get("@submitButton").should("be.disabled"); + + cy.get("@queryBackendButton").should("be.visible"); + + cy.get("@queryBackendButton").click(); + + cy.get("@submitButton").should("be.disabled"); + + cy.wait(1000); + cy.get("@queryBackendButton").should("be.visible"); + cy.get("@queryBackendButton").click(); + + cy.get("@submitButton").should("be.disabled"); + + cy.wait(1000); + cy.get("@queryBackendButton").should("be.visible"); + cy.get("@queryBackendButton").click(); + + cy.get("@submitButton").should("be.disabled"); + + cy.wait(1000); + cy.get("@queryBackendButton").should("be.visible"); + cy.get("@queryBackendButton").click(); + + cy.wait(1000); + cy.get("@submitButton").should("not.be.disabled"); + }); +}); diff --git a/examples/remote_procedure/template/webapp/link_mephisto_task.sh b/examples/remote_procedure/template/webapp/link_mephisto_task.sh new file mode 100644 index 000000000..6936741b2 --- /dev/null +++ b/examples/remote_procedure/template/webapp/link_mephisto_task.sh @@ -0,0 +1,7 @@ +#!/bin/sh + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +npm link mephisto-task diff --git a/examples/remote_procedure/template/webapp/package.json b/examples/remote_procedure/template/webapp/package.json new file mode 100644 index 000000000..9e1055d88 --- /dev/null +++ b/examples/remote_procedure/template/webapp/package.json @@ -0,0 +1,45 @@ +{ + "name": "parlai-mturk-task-compiler", + "version": "1.0.1", + "description": "", + "main": "webpack.config.js", + "scripts": { + "dev": "webpack --mode development", + "test": "cypress open" + }, + "keywords": [], + "author": "", + "dependencies": { + "bootstrap": "^4.6.0", + "mephisto-task": "2.0.4", + "rc-slider": "^8.6.3", + "react": "^16", + "react-bootstrap": "^1.6.0", + "react-dom": "^16", + "react-table": "^6.8.6" + }, + "devDependencies": { + "@babel/cli": "^7.1.0", + "@babel/core": "^7.1.0", + "@babel/plugin-proposal-class-properties": "^7.1.0", + "@babel/preset-env": "^7.1.0", + "@babel/preset-react": "^7.0.0", + "@typescript-eslint/eslint-plugin": "^5.14.0", + "@typescript-eslint/parser": "^5.14.0", + "babel-eslint": "^10.1.0", + "babel-loader": "^8.0.2", + "css-loader": "^6.7.1", + "cypress": "^10.1.0", + "eslint": "^8.11.0", + "eslint-config-react-app": "^7.0.0", + "eslint-plugin-flowtype": "^4.7.0", + "eslint-plugin-import": "^2.20.2", + "eslint-plugin-jsx-a11y": "^6.2.3", + "eslint-plugin-react": "^7.20.0", + "eslint-plugin-react-hooks": "^4.3.0", + "style-loader": "^1.1.3", + "url-loader": "^4.1.1", + "webpack": "^5.70.0", + "webpack-cli": "^4.9.0" + } +} diff --git a/examples/remote_procedure/template/webapp/src/app.jsx b/examples/remote_procedure/template/webapp/src/app.jsx new file mode 100644 index 000000000..d05ed8427 --- /dev/null +++ b/examples/remote_procedure/template/webapp/src/app.jsx @@ -0,0 +1,97 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { BaseFrontend, LoadingScreen } from "./components/core_components.jsx"; + +import { + MephistoContext, + useMephistoRemoteProcedureTask, + ErrorBoundary, +} from "mephisto-task"; + +/* ================= Application Components ================= */ + +// Generate a random id +function uuidv4() { + return "xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx".replace(/[xy]/g, function (c) { + var r = (Math.random() * 16) | 0, + v = c == "x" ? r : (r & 0x3) | 0x8; + return v.toString(16); + }); +} + +function RemoteProcedureApp() { + let mephistoProps = useMephistoRemoteProcedureTask({}); + + let { + blockedReason, + blockedExplanation, + taskConfig, + isPreview, + previewHtml, + initialTaskData, + isLoading, + handleSubmit, + remoteProcedure, + isOnboarding, + handleFatalError, + } = mephistoProps; + + const handleRemoteCall = remoteProcedure("handle_with_model"); + + if (isOnboarding) { + // TODO You can use this as an opportunity to display anything you want for + // an onboarding agent + + // At the moment, this task has no onboarding + return

This task doesn't currently have an onboarding example set

; + } + if (blockedReason !== null) { + return

{blockedExplanation}

; + } + if (isLoading) { + return ; + } + if (isPreview) { + if (!taskConfig.has_preview) { + return ; + } + if (previewHtml === null) { + return
Loading...
; + } + return
; + } + + return ( + + +
+ +
+ + + ); +} + +function TaskPreviewView({ description }) { + return ( +
+
+
+ ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/remote_procedure/template/webapp/src/components/core_components.jsx b/examples/remote_procedure/template/webapp/src/components/core_components.jsx new file mode 100644 index 000000000..e94271daf --- /dev/null +++ b/examples/remote_procedure/template/webapp/src/components/core_components.jsx @@ -0,0 +1,72 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +function LoadingScreen() { + return Loading...; +} + +function Directions({ children }) { + return ( +
+
+
+

{children}

+
+
+
+ ); +} + +function TaskFrontend({ taskData, handleRemoteCall, handleSubmit }) { + if (!taskData) { + return ; + } + + const [queryCount, setQueryCount] = React.useState(0); + let canSubmit = queryCount > 3; + + return ( +
+

+ This is a simple task to demonstrate a static task with backend + capabilities. +

+

+ To submit this task, you must make a few backend queries first +

+ + + +
+ ); +} + +export { LoadingScreen, TaskFrontend as BaseFrontend }; diff --git a/examples/remote_procedure/template/webapp/src/css/style.css b/examples/remote_procedure/template/webapp/src/css/style.css new file mode 100644 index 000000000..4a472df42 --- /dev/null +++ b/examples/remote_procedure/template/webapp/src/css/style.css @@ -0,0 +1,5 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ diff --git a/examples/remote_procedure/template/webapp/src/main.js b/examples/remote_procedure/template/webapp/src/main.js new file mode 100644 index 000000000..f710171aa --- /dev/null +++ b/examples/remote_procedure/template/webapp/src/main.js @@ -0,0 +1,8 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +import "./app.jsx"; +import "./css/style.css"; +import "bootstrap/dist/css/bootstrap.min.css"; diff --git a/examples/remote_procedure/template/webapp/src/static/index.html b/examples/remote_procedure/template/webapp/src/static/index.html new file mode 100644 index 000000000..a8ed9fea6 --- /dev/null +++ b/examples/remote_procedure/template/webapp/src/static/index.html @@ -0,0 +1,33 @@ + + + + + + + + Remote Query Example + + + + + + + + + +
+ + + diff --git a/examples/remote_procedure/template/webapp/webpack.config.js b/examples/remote_procedure/template/webapp/webpack.config.js new file mode 100644 index 000000000..7c92f67df --- /dev/null +++ b/examples/remote_procedure/template/webapp/webpack.config.js @@ -0,0 +1,48 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +var path = require("path"); +var webpack = require("webpack"); + +module.exports = { + entry: "./src/main.js", + output: { + path: __dirname, + filename: "build/bundle.js", + }, + resolve: { + alias: { + react: path.resolve("./node_modules/react"), + }, + fallback: { + net: false, + dns: false, + }, + }, + module: { + rules: [ + { + test: /\.(js|jsx)$/, + loader: "babel-loader", + exclude: /node_modules/, + options: { presets: ["@babel/env"] }, + }, + { + test: /\.css$/, + use: ["style-loader", "css-loader"], + }, + { + test: /\.(svg|png|jpe?g|ttf)$/, + loader: "url-loader", + options: { limit: 100000 }, + }, + { + test: /\.jpg$/, + loader: "file-loader", + }, + ], + }, +}; diff --git a/examples/remote_procedure/toxicity_detection/README.md b/examples/remote_procedure/toxicity_detection/README.md new file mode 100644 index 000000000..ac4197138 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/README.md @@ -0,0 +1,29 @@ + + +# Mephisto Toxicity Detection Demo +## Summary + +This task presents the worker with a text input. + +Written text can only be submitted if its toxicity is is calculated to be <= 0.5. If the toxicity is > 0.5 an alert is shown and the text is not submitted. + +The toxicity of written text is calculated from the detoxify python library. + +## Steps to run demo + +To run the demo first detoxify has to be installed. This can be done using + +```bash +pip install detoxify +``` + +Then typing +```bash +python run_task.py +``` + +should run the demo. diff --git a/examples/remote_procedure/toxicity_detection/__init__.py b/examples/remote_procedure/toxicity_detection/__init__.py new file mode 100644 index 000000000..cfaca7562 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/__init__.py @@ -0,0 +1,5 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. diff --git a/examples/remote_procedure/toxicity_detection/assets/.gitkeep b/examples/remote_procedure/toxicity_detection/assets/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/examples/remote_procedure/toxicity_detection/hydra_configs/conf/example_local_mock.yaml b/examples/remote_procedure/toxicity_detection/hydra_configs/conf/example_local_mock.yaml new file mode 100644 index 000000000..1f5bbdbb8 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/hydra_configs/conf/example_local_mock.yaml @@ -0,0 +1,29 @@ +#@package _global_ + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +defaults: + - /mephisto/blueprint: remote_procedure + - /mephisto/architect: local + - /mephisto/provider: mock +mephisto: + blueprint: + task_source: ${task_dir}/webapp/build/bundle.js + link_task_source: false + # NOTE pick something based on your task + block_qualification: test_qual_block + units_per_assignment: 1 + task: + allowed_concurrent: 1 + task_name: remote-procedure-test-task + task_title: "Provide feedback on our toxicity detection model" + # NOTE you'll want to update your task description + task_description: "Type text into the input box. You will not be able to submit your message to the backend if the message is too toxic (>0.5)." + # NOTE set a reasonable reward + task_reward: 0.05 + # NOTE will want real tags + task_tags: "detoxify,input,toxic,text" + # We expect to handle 25 people using the Toxicity Detection model at once + max_num_concurrent_units: 25 diff --git a/examples/remote_procedure/toxicity_detection/run_task.py b/examples/remote_procedure/toxicity_detection/run_task.py new file mode 100644 index 000000000..681e10576 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/run_task.py @@ -0,0 +1,79 @@ +#!/usr/bin/env python3 + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +try: + from detoxify import Detoxify +except ImportError: + print("Need to have detoxify to use this demo. For example: pip install detoxify") + exit(1) + +from mephisto.operations.operator import Operator +from mephisto.tools.scripts import ( + build_custom_bundle, + task_script, +) + +from mephisto.abstractions.blueprints.remote_procedure.remote_procedure_blueprint import ( + SharedRemoteProcedureTaskState, + RemoteProcedureAgentState, +) +from omegaconf import DictConfig +from typing import Any, Dict + + +def build_tasks(num_tasks): + """ + Create a set of tasks you want annotated + """ + # NOTE These form the init_data for a task + tasks = [] + for x in range(num_tasks): + tasks.append( + { + "index": x, + "local_value_key": x, + } + ) + return tasks + + +def determine_toxicity(text: str): + return Detoxify("original").predict(text)["toxicity"] + + +@task_script(default_config_file="example_local_mock") +def main(operator: Operator, cfg: DictConfig) -> None: + tasks = build_tasks(cfg.num_tasks) + + def calculate_toxicity( + _request_id: str, args: Dict[str, Any], agent_state: RemoteProcedureAgentState + ) -> Dict[str, Any]: + return { + "toxicity": str(determine_toxicity(args["text"])), + } + + function_registry = { + "determine_toxicity": calculate_toxicity, + } + + shared_state = SharedRemoteProcedureTaskState( + static_task_data=tasks, + function_registry=function_registry, + ) + + task_dir = cfg.task_dir + build_custom_bundle( + task_dir, + force_rebuild=cfg.mephisto.task.force_rebuild, + post_install_script=cfg.mephisto.task.post_install_script, + ) + + operator.launch_task_run(cfg.mephisto, shared_state) + operator.wait_for_runs_then_shutdown(skip_input=True, log_rate=30) + + +if __name__ == "__main__": + main() diff --git a/examples/remote_procedure/toxicity_detection/webapp/.babelrc b/examples/remote_procedure/toxicity_detection/webapp/.babelrc new file mode 100644 index 000000000..5507f2e86 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/.babelrc @@ -0,0 +1,4 @@ +{ + "presets": ["@babel/env", "@babel/preset-react"], + "plugins": ["@babel/plugin-proposal-class-properties"] +} diff --git a/examples/remote_procedure/toxicity_detection/webapp/.eslintrc b/examples/remote_procedure/toxicity_detection/webapp/.eslintrc new file mode 100644 index 000000000..fcf5ef32e --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/.eslintrc @@ -0,0 +1,3 @@ +{ + "extends": ["react-app"] +} diff --git a/examples/remote_procedure/toxicity_detection/webapp/cypress.config.js b/examples/remote_procedure/toxicity_detection/webapp/cypress.config.js new file mode 100644 index 000000000..a8f21d574 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/cypress.config.js @@ -0,0 +1,14 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +module.exports = { + video: false, + + e2e: { + baseUrl: "http://localhost:3000/?worker_id=x&assignment_id=1", + supportFile: false, + }, +}; diff --git a/examples/remote_procedure/toxicity_detection/webapp/cypress/e2e/remote_procedure_toxicity_detection.cy.js b/examples/remote_procedure/toxicity_detection/webapp/cypress/e2e/remote_procedure_toxicity_detection.cy.js new file mode 100644 index 000000000..9d1067ed1 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/cypress/e2e/remote_procedure_toxicity_detection.cy.js @@ -0,0 +1,57 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +describe("Loads remote_procedure_toxicity_detection", () => { + it("Makes request for agent", () => { + cy.intercept({ pathname: "/request_agent" }).as("agentRequest"); + cy.visit("/"); + cy.wait("@agentRequest").then((interception) => { + expect(interception.response.statusCode).to.eq(200); + }); + }); + + it("Loads correct react elements", () => { + cy.get('[data-cy="directions-header"]'); + cy.get('[data-cy="directions-paragraph"]'); + cy.get('[data-cy="detection-text-area"]'); + cy.get('[data-cy="submit-button"]'); + }); + + it("Typing and submitting a toxic statement", () => { + cy.get('[data-cy="detection-text-area"]').as("textArea"); + cy.get('[data-cy="submit-button"]').as("submitButton"); + + cy.get("@textArea").type("I hate bob!"); + cy.get("@submitButton").click(); + cy.get('[data-cy="loading-spinner"]'); + // This timeout is 80000 because the detoxify model takes a good bit of time to run + cy.get('[data-cy="toxicity-alert"]', { timeout: 80000 }).as( + "toxicityAlert" + ); + cy.get("@toxicityAlert").contains( + 'The statement, "I hate bob!," has a toxicity of:' + ); + }); + + it("Typing and submitting a non-toxic statement", () => { + cy.intercept({ pathname: "/submit_task" }).as("submitTaskRequest"); + cy.on("window:alert", (text) => { + expect(text).to.contains( + 'The task has been submitted! Data: {"toxicity":' + ); + }); + cy.get('[data-cy="detection-text-area"]').as("textArea"); + cy.get('[data-cy="submit-button"]').as("submitButton"); + + cy.get("@textArea").type("I love pizza!"); + cy.get("@submitButton").click(); + cy.get('[data-cy="loading-spinner"]'); + cy.wait("@submitTaskRequest").then((interception) => { + expect(interception.response.statusCode).to.eq(200); + }); + cy.get('[data-cy="loading-spinner"]').should("not.be.exist"); + }); +}); diff --git a/examples/remote_procedure/toxicity_detection/webapp/link_mephisto_task.sh b/examples/remote_procedure/toxicity_detection/webapp/link_mephisto_task.sh new file mode 100644 index 000000000..6936741b2 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/link_mephisto_task.sh @@ -0,0 +1,7 @@ +#!/bin/sh + +# Copyright (c) Meta Platforms and its affiliates. +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. + +npm link mephisto-task diff --git a/examples/remote_procedure/toxicity_detection/webapp/package.json b/examples/remote_procedure/toxicity_detection/webapp/package.json new file mode 100644 index 000000000..90dbf718a --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/package.json @@ -0,0 +1,44 @@ +{ + "name": "parlai-mturk-task-compiler", + "version": "1.0.1", + "description": "", + "main": "webpack.config.js", + "scripts": { + "dev": "webpack --mode development", + "test": "cypress open" + }, + "keywords": [], + "author": "", + "dependencies": { + "bootstrap": "^4.6.0", + "mephisto-task": "2.0.4", + "rc-slider": "^8.6.3", + "react": "^18.2.0", + "react-bootstrap": "^1.6.0", + "react-dom": "^18.2.0" + }, + "devDependencies": { + "@babel/cli": "^7.1.0", + "@babel/core": "^7.1.0", + "@babel/plugin-proposal-class-properties": "^7.1.0", + "@babel/preset-env": "^7.1.0", + "@babel/preset-react": "^7.0.0", + "@typescript-eslint/eslint-plugin": "^5.14.0", + "@typescript-eslint/parser": "^5.14.0", + "babel-eslint": "^10.1.0", + "babel-loader": "^8.0.2", + "css-loader": "^6.7.1", + "cypress": "^10.1.0", + "eslint": "^8.11.0", + "eslint-config-react-app": "^7.0.0", + "eslint-plugin-flowtype": "^4.7.0", + "eslint-plugin-import": "^2.20.2", + "eslint-plugin-jsx-a11y": "^6.2.3", + "eslint-plugin-react": "^7.20.0", + "eslint-plugin-react-hooks": "^4.3.0", + "style-loader": "^1.1.3", + "url-loader": "^4.1.1", + "webpack": "^5.70.0", + "webpack-cli": "^4.9.0" + } +} diff --git a/examples/remote_procedure/toxicity_detection/webapp/src/app.jsx b/examples/remote_procedure/toxicity_detection/webapp/src/app.jsx new file mode 100644 index 000000000..8fde25f54 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/src/app.jsx @@ -0,0 +1,68 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import ReactDOM from "react-dom"; +import { + BaseFrontend, + LoadingScreen, + Instructions, +} from "./components/core_components.jsx"; + +import { + MephistoContext, + useMephistoRemoteProcedureTask, + ErrorBoundary, +} from "mephisto-task"; + +function RemoteProcedureApp() { + let mephistoProps = useMephistoRemoteProcedureTask({}); + + let { + blockedReason, + blockedExplanation, + isPreview, + isLoading, + handleSubmit, + remoteProcedure, + isOnboarding, + handleFatalError, + } = mephistoProps; + + const handleToxicityCalculation = remoteProcedure("determine_toxicity"); + + if (isOnboarding) { + return

This task doesn't currently have an onboarding example set

; + } + if (blockedReason !== null) { + return

{blockedExplanation}

; + } + if (isLoading) { + return ; + } + if (isPreview) { + return ; + } + + return ( + + +
+ +
+ + + ); +} + +ReactDOM.render(, document.getElementById("app")); diff --git a/examples/remote_procedure/toxicity_detection/webapp/src/components/core_components.jsx b/examples/remote_procedure/toxicity_detection/webapp/src/components/core_components.jsx new file mode 100644 index 000000000..2c4b8cde9 --- /dev/null +++ b/examples/remote_procedure/toxicity_detection/webapp/src/components/core_components.jsx @@ -0,0 +1,122 @@ +/* + * Copyright (c) Meta Platforms and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { Fragment, useState } from "react"; + +function LoadingScreen() { + return Loading...; +} + +function Directions({ children }) { + return ( +
+
+
+

{children}

+
+
+
+ ); +} +function Instructions() { + return ( +
+

Toxicity Detection Model

+

+ To submit this task, you'll need to enter one or many sentences in the + input box below. The model will calculate the toxicity of the inputted + text. +

+
+ ); +} + +function TaskFrontend({ handleSubmit, handleToxicityCalculation }) { + const [text, setText] = useState(""); + const [isLoading, setIsLoading] = useState(false); + const [result, setResult] = useState(""); + const [toxicity, setToxicity] = useState(0); + const [submitError, setSubmitError] = useState(null); + + function calculateToxicity() { + setIsLoading(true); + handleToxicityCalculation({ + text: text, + }) + .then((response) => { + setSubmitError(null); + setIsLoading(false); + const parsedToxicity = parseFloat(response.toxicity); + setToxicity(parsedToxicity); + if (parsedToxicity <= 0.5) { + handleSubmit({ toxicity: response.toxicity }); + } else { + setResult( + `The statement, "${text}," has a toxicity of: ${response.toxicity}. This message is too toxic to submit.` + ); + } + }) + .catch((err) => { + setIsLoading(false); + setSubmitError(err); + console.error(err); + }); + } + + return ( + + +
+