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[Cherry-Pick] increase kserve controller limit resources(cpu/memory) #140

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[Cherry-Pick] increase kserve controller limit resources(cpu/memory)

[Cherry-Pick] increase kserve controller limit resources(cpu/memory) #140

Workflow file for this run

.github/workflows/python-test.yml at b57b313
name: Python package
on:
push:
branches: [master, release*]
pull_request:
branches: []
workflow_dispatch:
jobs:
flake8-lint:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.8", "3.9", "3.10", "3.11"]
name: Lint
steps:
- name: Check out source repository
uses: actions/checkout@v2
- name: Set up Python environment ${{ matrix.python-version }}
uses: actions/setup-python@v1
with:
python-version: ${{ matrix.python-version }}
- name: flake8 Lint
uses: py-actions/flake8@v1
with:
max-line-length: "120"
exclude: "docs/samples/v1beta1/onnx/assets/*.py,python/kserve/test/test_v1*.py,python/kserve/kserve/__init__.py,python/kserve/test/test_knative*.py,python/kserve/kserve/protocol/grpc/grpc_predict_v2*.py"
build:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.8", "3.9", "3.10", "3.11"]
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
id: setup-python
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install Poetry and version plugin
run: ./test/scripts/gh-actions/setup-poetry.sh
# load poetry cache if cache exists
- name: Load poetry cache
id: cached-poetry-dependencies
uses: actions/cache@v3
with:
path: ~/.cache/pypoetry
key: poetry-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
# ----------------------------------------Kserve Unit Tests--------------------------------------------------------
# load cached kserve venv if cache exists
- name: Load cached kserve venv
id: cached-kserve-dependencies
uses: actions/cache@v3
with:
path: python/kserve/.venv
key: kserve-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock') }}
# install kserve dependencies if cache does not exist
- name: Install kserve dependencies
if: steps.cached-kserve-dependencies.outputs.cache-hit != 'true'
run: |
cd python/kserve
make install_dependencies
- name: Install kserve
run: |
cd python/kserve
make dev_install
- name: Test kserve
run: |
cd python
source kserve/.venv/bin/activate
pytest --cov=kserve ./kserve
# ----------------------------------------Sklearn Server Unit Tests------------------------------------------------
# load cached sklearn venv if cache exists
- name: Load cached sklearn venv
id: cached-sklearn-dependencies
uses: actions/cache@v3
with:
path: python/sklearnserver/.venv
key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/sklearnserver/poetry.lock') }}
# install sklearn server dependencies if cache does not exist
- name: Install sklearn dependencies
if: steps.cached-sklearn-dependencies.outputs.cache-hit != 'true'
run: |
cd python/sklearnserver
make install_dependencies
- name: Install sklearnserver
run: |
cd python/sklearnserver
make dev_install
- name: Test sklearnserver
run: |
cd python
source sklearnserver/.venv/bin/activate
pytest --cov=sklearnserver ./sklearnserver
# ----------------------------------------Xgb Server Unit Tests------------------------------------------------
# load cached xgb venv if cache exists
- name: Load cached xgb venv
id: cached-xgb-dependencies
uses: actions/cache@v3
with:
path: python/xgbserver/.venv
key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/xgbserver/poetry.lock') }}
# install xgb server dependencies if cache does not exist
- name: Install xgb dependencies
if: steps.cached-xgb-dependencies.outputs.cache-hit != 'true'
run: |
cd python/xgbserver
make install_dependencies
- name: Install xgbserver
run: |
cd python/xgbserver
make dev_install
- name: Test xgbserver
run: |
cd python
source xgbserver/.venv/bin/activate
pytest --cov=xgbserver ./xgbserver
# ----------------------------------------Pmml Server Unit Tests------------------------------------------------
# load cached pmml venv if cache exists
- name: Load cached pmml venv
id: cached-pmml-dependencies
uses: actions/cache@v3
with:
path: python/pmmlserver/.venv
key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/pmmlserver/poetry.lock') }}
# install pmml server dependencies if cache does not exist
- name: Install pmml dependencies
if: steps.cached-pmml-dependencies.outputs.cache-hit != 'true'
run: |
cd python/pmmlserver
make install_dependencies
- name: Install pmmlserver
run: |
cd python/pmmlserver
make dev_install
- name: Test pmmlserver
run: |
cd python
source pmmlserver/.venv/bin/activate
pytest --cov=pmmlserver ./pmmlserver
# ----------------------------------------Lgb Server Unit Tests------------------------------------------------
# load cached lgb venv if cache exists
- name: Load cached lgb venv
id: cached-lgb-dependencies
uses: actions/cache@v3
with:
path: python/lgbserver/.venv
key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/pmmlserver/poetry.lock') }}
# install lgb server dependencies if cache does not exist
- name: Install lgb dependencies
if: steps.cached-lgb-dependencies.outputs.cache-hit != 'true'
run: |
cd python/lgbserver
make install_dependencies
- name: Install lgbserver
run: |
cd python/lgbserver
make dev_install
- name: Test lgbserver
run: |
cd python
source lgbserver/.venv/bin/activate
pytest --cov=lgbserver ./lgbserver
# ----------------------------------------Paddle Server Unit Tests------------------------------------------------
# load cached paddle venv if cache exists and paddle test should not run if python version is 3.11
- name: Load cached paddle venv
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.11') }}
id: cached-paddle-dependencies
uses: actions/cache@v3
with:
path: python/paddleserver/.venv
key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/paddleserver/poetry.lock') }}
# install paddle server dependencies if cache does not exist
- name: Install paddle dependencies
if: ${{ steps.cached-paddle-dependencies.outputs.cache-hit != 'true' && !startsWith(steps.setup-python.outputs.python-version, '3.11') }}
run: |
echo "python version ${{ steps.setup-python.outputs.python-version }}"
cd python/paddleserver
make install_dependencies
- name: Install paddleserver
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.11') }}
run: |
cd python/paddleserver
make dev_install
- name: Test paddleserver
if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.11') }}
run: |
cd python
source paddleserver/.venv/bin/activate
pytest --cov=paddleserver ./paddleserver
# ----------------------------------------Alibi Explainer Unit Tests------------------------------------------------
# load cached alibi venv if cache exists and alibi test should not run if python version is 3.11
- name: Load cached alibi venv
id: cached-alibi-dependencies
uses: actions/cache@v3
with:
path: python/alibiexplainer/.venv
key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/alibiexplainer/poetry.lock') }}
# install alibi explainer dependencies if cache does not exist
- name: Install alibi dependencies
run: |
cd python/alibiexplainer
make install_dependencies
- name: Install alibiexplainer
run: |
cd python/alibiexplainer
make dev_install
- name: Test alibiexplainer
run: |
cd python
source alibiexplainer/.venv/bin/activate
pytest --cov=alibiexplainer ./alibiexplainer