diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index 419e37b3c09..ca5c47d0c59 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -81,7 +81,7 @@ jobs: 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') }} + 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' @@ -105,7 +105,7 @@ jobs: 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') }} + 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' @@ -129,7 +129,7 @@ jobs: 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') }} + 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' @@ -153,7 +153,7 @@ jobs: 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') }} + key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/lgbserver/poetry.lock') }} # install lgb server dependencies if cache does not exist - name: Install lgb dependencies if: steps.cached-lgb-dependencies.outputs.cache-hit != 'true' @@ -178,7 +178,7 @@ jobs: 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') }} + 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: ${{ steps.cached-paddle-dependencies.outputs.cache-hit != 'true' && !startsWith(steps.setup-python.outputs.python-version, '3.11') }} @@ -205,7 +205,7 @@ jobs: uses: actions/cache@v3 with: path: python/alibiexplainer/.venv - key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock, **/alibiexplainer/poetry.lock') }} + key: alibi-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/alibiexplainer/poetry.lock') }} # install alibi explainer dependencies if cache does not exist - name: Install alibi dependencies run: | diff --git a/Makefile b/Makefile index 6492f4b782a..48f7bc47aa0 100644 --- a/Makefile +++ b/Makefile @@ -336,3 +336,6 @@ apidocs: .PHONY: check-doc-links check-doc-links: @python3 hack/verify-doc-links.py && echo "$@: OK" + +poetry-update-lockfiles: + bash -ec 'for value in $$(find . -name poetry.lock -exec dirname {} \;); do (cd "$${value}" && echo "Updating $${value}/poetry.lock" && poetry update --lock); done' diff --git a/python/aiffairness/poetry.lock b/python/aiffairness/poetry.lock index b21993f0a25..8a6f962a647 100644 --- a/python/aiffairness/poetry.lock +++ b/python/aiffairness/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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[[tool.poetry.source]] diff --git a/python/kserve/kserve/protocol/dataplane.py b/python/kserve/kserve/protocol/dataplane.py index 3ed3735d6e9..31d7fd32fe3 100644 --- a/python/kserve/kserve/protocol/dataplane.py +++ b/python/kserve/kserve/protocol/dataplane.py @@ -17,9 +17,10 @@ import cloudevents.exceptions as ce import orjson +import ray from cloudevents.http import CloudEvent, from_http from cloudevents.sdk.converters.util import has_binary_headers -from ray.serve.handle import RayServeHandle +from ray.serve.handle import RayServeHandle, RayServeSyncHandle, DeploymentHandle from ..model import Model from ..errors import InvalidInput, ModelNotFound @@ -33,6 +34,12 @@ JSON_HEADERS = ["application/json", "application/cloudevents+json", "application/ld+json"] +# RayServeHandle used to be the return type of serve.run. +# RayServeSyncHandle has been the return type of serve.run since Ray 2.5. +# DeploymentHandle will be the new return type (still under feature flag in Ray 2.7). +# ref https://github.com/ray-project/ray/pull/37817 +ModelHandleType = Union[Model, RayServeHandle, RayServeSyncHandle, DeploymentHandle] + class DataPlane: """KServe DataPlane @@ -50,23 +57,21 @@ def __init__(self, model_registry: ModelRepository): def model_registry(self): return self._model_registry - def get_model_from_registry(self, name: str) -> Union[Model, RayServeHandle]: + def get_model_from_registry(self, name: str) -> ModelHandleType: model = self._model_registry.get_model(name) if model is None: raise ModelNotFound(name) return model - def get_model(self, name: str) -> Union[Model, RayServeHandle]: + def get_model(self, name: str) -> ModelHandleType: """Get the model instance with the given name. - The instance can be either ``Model`` or ``RayServeHandle``. - Args: name (str): Model name. Returns: - Model|RayServeHandle: Instance of the model. + ModelHandleType: Instance of the model. """ model = self._model_registry.get_model(name) if model is None: @@ -164,13 +169,16 @@ async def model_metadata(self, model_name: str) -> Dict: # TODO: model versioning is not supported yet model = self.get_model_from_registry(model_name) - if not isinstance(model, RayServeHandle): + if isinstance(model, RayServeSyncHandle): + input_types = ray.get(model.get_input_types.remote()) + output_types = ray.get(model.get_output_types.remote()) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + input_types = await model.get_input_types.remote() + output_types = await model.get_output_types.remote() + else: input_types = model.get_input_types() output_types = model.get_output_types() - else: - model_handle: RayServeHandle = model - input_types = await model_handle.get_input_types.remote() - output_types = await model_handle.get_output_types.remote() + return { "name": model_name, "platform": "", @@ -307,12 +315,12 @@ async def infer( """ # call model locally or remote model workers model = self.get_model(model_name) - if not isinstance(model, RayServeHandle): - response = await model(request, headers=headers) + if isinstance(model, RayServeSyncHandle): + response = ray.get(model.remote(request, headers=headers)) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + response = await model.remote(request, headers=headers) else: - model_handle: RayServeHandle = model - response = await model_handle.remote(request, headers=headers) - + response = await model(request, headers=headers) return response, headers async def explain(self, model_name: str, @@ -334,9 +342,10 @@ async def explain(self, model_name: str, """ # call model locally or remote model workers model = self.get_model(model_name) - if not isinstance(model, RayServeHandle): - response = await model(request, model_type=ModelType.EXPLAINER) + if isinstance(model, RayServeSyncHandle): + response = ray.get(model.remote(request, model_type=ModelType.EXPLAINER)) + elif isinstance(model, (RayServeHandle, DeploymentHandle)): + response = await model.remote(request, model_type=ModelType.EXPLAINER) else: - model_handle = model - response = await model_handle.remote(request, model_type=ModelType.EXPLAINER) + response = await model(request, model_type=ModelType.EXPLAINER) return response, headers diff --git a/python/kserve/poetry.lock b/python/kserve/poetry.lock index a86fe01c896..de478567c3f 100644 --- a/python/kserve/poetry.lock +++ b/python/kserve/poetry.lock @@ -1,112 +1,100 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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