diff --git a/.github/.testcoverage.yml b/.github/.testcoverage.yml new file mode 100644 index 00000000000..08509de1cd2 --- /dev/null +++ b/.github/.testcoverage.yml @@ -0,0 +1,53 @@ +# (mandatory) +# Path to coverage profile file (output of `go test -coverprofile` command). +# +# For cases where there are many coverage profiles, such as when running +# unit tests and integration tests separately, you can combine all those +# profiles into one. In this case, the profile should have a comma-separated list +# of profile files, e.g., 'cover_unit.out,cover_integration.out'. +profile: coverage.out + +# Holds coverage thresholds percentages, values should be in range [0-100]. +threshold: + # (optional; default 0) + # Minimum coverage percentage required for individual files. + # file: 70 + + # (optional; default 0) + # Minimum coverage percentage required for each package. + # package: 80 + + # (optional; default 0) + # Minimum overall project coverage percentage required. + total: 80 + +# Holds regexp rules which will override thresholds for matched files or packages +# using their paths. +# +# First rule from this list that matches file or package is going to apply +# new threshold to it. If project has multiple rules that match same path, +# override rules should be listed in order from specific to more general rules. +# override: +# # Increase coverage threshold to 100% for `foo` package +# # (default is 80, as configured above in this example). +# - path: ^pkg/lib/foo$ +# threshold: 100 + +# Holds regexp rules which will exclude matched files or packages +# from coverage statistics. +exclude: + # Exclude files or packages matching their paths + paths: + - zz_generated.deepcopy.go + - openapi_generated.go + - testing + - pkg\\/client + +# File name of go-test-coverage breakdown file, which can be used to +# analyze coverage difference. +breakdown-file-name: '' + +diff: + # File name of go-test-coverage breakdown file which will be used to + # report coverage difference. + base-breakdown-file-name: '' diff --git a/.github/workflows/automated-release.yml b/.github/workflows/automated-release.yml index ee450db975c..675e5df6b4f 100644 --- a/.github/workflows/automated-release.yml +++ b/.github/workflows/automated-release.yml @@ -43,7 +43,7 @@ jobs: # Bump Versions make bump-version ./hack/generate-install.sh $RELEASE_TAG - make poetry-lock + make uv-lock # Update Release Branch and Push Tag git diff diff --git a/.github/workflows/e2e-test.yml b/.github/workflows/e2e-test.yml index 8145beddf9b..2691074c9ee 100644 --- a/.github/workflows/e2e-test.yml +++ b/.github/workflows/e2e-test.yml @@ -314,8 +314,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -394,8 +394,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -468,11 +468,13 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | + # export VIRTUAL_ENV=python/kserve/.venv + # source $VIRTUAL_ENV/bin/activate ./test/scripts/gh-actions/setup-kserve.sh kubectl get pods -n kserve @@ -553,8 +555,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -622,8 +624,9 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh + - name: Install KServe run: | ./test/scripts/gh-actions/setup-kserve.sh @@ -672,8 +675,8 @@ jobs: - name: Download base images uses: ./.github/actions/base-download - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install Kserve from helm run: | @@ -761,8 +764,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -868,8 +871,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -936,8 +939,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -995,8 +998,8 @@ jobs: with: directory: ./tmp - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | @@ -1098,8 +1101,8 @@ jobs: minikube ssh -n minikube-m02 -- sudo mkdir -p -m=777 /models minikube ssh -n minikube-m03 -- sudo mkdir -p -m=777 /models - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: Install KServe run: | diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml index 578c98f0403..d1d2c52704f 100644 --- a/.github/workflows/go.yml +++ b/.github/workflows/go.yml @@ -10,9 +10,11 @@ on: concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true + permissions: contents: write pull-requests: write + jobs: test: name: Test @@ -151,6 +153,16 @@ jobs: - name: post coverage report if: github.event_name == 'pull_request' uses: thollander/actions-comment-pull-request@v3 + with: + github-token: ${{ secrets.GITHUB_TOKEN }} + comment-tag: coverage-report + pr-number: ${{ github.event.pull_request.number }} + message: | + ## 📊 Go Test Coverage Report + - name: post coverage report + # this has evalated permission to post back the coverage, only restricted to this step. + if: github.event_name == 'pull_request_target' + uses: thollander/actions-comment-pull-request@v3 with: github-token: ${{ secrets.GITHUB_TOKEN }} comment-tag: coverage-report @@ -158,26 +170,23 @@ jobs: message: | ## 📊 Go Test Coverage Report - ${{ - steps.current-coverage.outputs.coverage > steps.master-coverage.outputs.coverage - && '✅ **Overall code coverage increased.**' - || steps.current-coverage.outputs.coverage < steps.master-coverage.outputs.coverage - && '❌ **Overall code coverage decreased.**' - || 'ℹī¸ **Overall code coverage unchanged.**' - }} + **🔍 Coverage Summary** + - **Pull Request Coverage:** `${{ steps.current-coverage.outputs.coverage }}%` + - **Main Branch Coverage:** `${{ steps.master-coverage.outputs.coverage }}%` - **🔍 Coverage Summary** - - **Pull Request Coverage:** `${{ steps.current-coverage.outputs.coverage }}%` - - **Main Branch Coverage:** `${{ steps.master-coverage.outputs.coverage }}%` +
+ 📄 Click to expand full coverage breakdown -
- 📄 Click to expand full coverage breakdown + ``` + ${{ steps.full_coverage_report.outputs.report }} + ``` - ``` - ${{ steps.full_coverage_report.outputs.report }} - ``` +
+ - name: Rename and upload master coverage + if: github.ref_name == 'master' + run: mv coverage.out master-coverage.out -
+ - name: Rename and upload master coverage if: github.ref_name == 'master' run: mv coverage.out master-coverage.out @@ -188,4 +197,4 @@ jobs: with: name: master-coverage.out path: master-coverage.out - if-no-files-found: error \ No newline at end of file + if-no-files-found: error diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index 92b48072a8b..22ee689af96 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -23,19 +23,21 @@ jobs: with: python-version: "3.11" - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh + - name: Install UV + run: ./test/scripts/gh-actions/setup-uv.sh - name: KServe - Build and publish env: - POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }} + UV_PUBLISH_TOKEN: ${{ secrets.PYPI_TOKEN }} run: | cd python/kserve - poetry publish --build + uv build + uv publish - name: KServe Storage - Build and publish env: - POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }} + UV_PUBLISH_TOKEN: ${{ secrets.PYPI_TOKEN }} run: | cd python/storage - poetry publish --build \ No newline at end of file + uv build + uv publish diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index 9fd96337ebe..92ab09a26c1 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -31,24 +31,22 @@ jobs: with: python-version: ${{ matrix.python-version }} - - name: Install Poetry and version plugin - run: ./test/scripts/gh-actions/setup-poetry.sh - - - name: Configure Poetry cache + - name: Install uv + run: pip install uv + + - name: Set up virtualenv run: | - sudo mkdir -p /mnt/poetry - # change permission so that poetry can install without sudo - sudo chown -R $USER /mnt/poetry - poetry config cache-dir /mnt/poetry - - # load poetry cache if cache exists - - name: Load poetry cache - id: cached-poetry-dependencies + uv venv .venv + # source .venv/bin/activate + # pip install --upgrade pip + + - name: Load uv cache uses: actions/cache@v4 + id: cached-uv with: - path: /mnt/poetry - key: poetry-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }} - + path: .venv + key: uv-${{ runner.os }}-${{ hashFiles('**/uv.lock') }} + # ----------------------------------------Kserve Unit Tests-------------------------------------------------------- # load cached kserve venv if cache exists - name: Load cached kserve venv @@ -56,7 +54,7 @@ jobs: uses: actions/cache@v4 with: path: python/kserve/.venv - key: kserve-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock') }} + key: kserve-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock') }} # install kserve dependencies if cache does not exist - name: Install kserve dependencies if: steps.cached-kserve-dependencies.outputs.cache-hit != 'true' @@ -80,13 +78,13 @@ jobs: cp -r python/kserve/* python/kserve-numpy-1-x cd python/kserve-numpy-1-x # update the lock file without installing dependencies - poetry update "numpy<2.0" --lock + uv pip install "numpy<2.0" - name: Load cached kserve numpy 1-x venv id: cached-kserve-numpy-1-x-dependencies uses: actions/cache@v3 with: path: python/kserve-numpy-1-x/.venv - key: kserve-numpy-1-x-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve-numpy-1-x/poetry.lock') }} + key: kserve-numpy-1-x-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve-numpy-1-x/uv.lock') }} # install kserve numpy 1-x dependencies if cache does not exist - name: Install kserve numpy 1-x dependencies if: ${{ steps.cached-kserve-numpy-1-x-dependencies.outputs.cache-hit != 'true' }} @@ -100,7 +98,7 @@ jobs: - name: View numpy version run: | cd python/kserve-numpy-1-x - poetry show numpy + uv pip show numpy - name: Test kserve numpy 1-x run: | cd python @@ -114,7 +112,7 @@ jobs: uses: actions/cache@v4 with: path: python/sklearnserver/.venv - key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/sklearnserver/poetry.lock') }} + key: sklearn-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/sklearnserver/uv.lock') }} # install sklearn server dependencies if cache does not exist - name: Install sklearn dependencies if: steps.cached-sklearn-dependencies.outputs.cache-hit != 'true' @@ -138,7 +136,7 @@ jobs: uses: actions/cache@v4 with: path: python/xgbserver/.venv - key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/xgbserver/poetry.lock') }} + key: xgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/xgbserver/uv.lock') }} # install xgb server dependencies if cache does not exist - name: Install xgb dependencies if: steps.cached-xgb-dependencies.outputs.cache-hit != 'true' @@ -162,7 +160,7 @@ jobs: uses: actions/cache@v4 with: path: python/pmmlserver/.venv - key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/pmmlserver/poetry.lock') }} + key: pmml-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/pmmlserver/uv.lock') }} # install pmml server dependencies if cache does not exist - name: Install pmml dependencies if: steps.cached-pmml-dependencies.outputs.cache-hit != 'true' @@ -186,7 +184,7 @@ jobs: uses: actions/cache@v4 with: path: python/lgbserver/.venv - key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/lgbserver/poetry.lock') }} + key: lgb-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/lgbserver/uv.lock') }} # install lgb server dependencies if cache does not exist - name: Install lgb dependencies if: steps.cached-lgb-dependencies.outputs.cache-hit != 'true' @@ -210,8 +208,8 @@ jobs: uses: actions/cache@v4 with: path: python/paddleserver/.venv - key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/paddleserver/poetry.lock') }} - # install paddle server dependencies if cache does not exist + key: paddle-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/paddleserver/uv.lock') }} + - name: Install paddle dependencies if: steps.cached-paddle-dependencies.outputs.cache-hit != 'true' run: | @@ -222,7 +220,7 @@ jobs: run: | cd python/paddleserver make dev_install - - name: Test paddleserver + - name: Test paddleserver run: | cd python source paddleserver/.venv/bin/activate @@ -235,35 +233,39 @@ jobs: uses: actions/cache@v4 with: path: /mnt/python/huggingfaceserver-cpu-venv - key: huggingface-cpu-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/huggingfaceserver/poetry.lock') }} - # install huggingface cpu server dependencies if cache does not exist - - name: Configure poetry for huggingface cpu server - run: | - poetry config virtualenvs.path /mnt/python/huggingfaceserver-cpu-venv - poetry config virtualenvs.in-project false - # make poetry visible for vllm cpu installation - - name: Install Poetry Plugins cpu - run: | - poetry self add poetry-version-plugin - - name: Install huggingface cpu dependencies + key: huggingface-cpu-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/uv.lock', '**/huggingfaceserver/uv.lock') }} + + - name: Setup Python environment run: | sudo mkdir -p /mnt/python/huggingfaceserver-cpu-venv - # change permission so that poetry can install without sudo sudo chown -R $USER /mnt/python/huggingfaceserver-cpu-venv + uv venv /mnt/python/huggingfaceserver-cpu-venv + echo "/mnt/python/huggingfaceserver-cpu-venv/bin" >> $GITHUB_PATH + + - name: Install dependencies + run: | + export VIRTUAL_ENV=/mnt/python/huggingfaceserver-cpu-venv cd python/huggingfaceserver make install_cpu_dependencies - name: Install huggingface cpu server run: | + export VIRTUAL_ENV=/mnt/python/huggingfaceserver-cpu-venv cd python/huggingfaceserver make dev_install - - name: Test huggingfaceserver cpu + + - name: Run tests run: | sudo apt-get update sudo apt-get install -y libnuma-dev cd python/huggingfaceserver + /mnt/python/huggingfaceserver-cpu-venv/bin/python -m ensurepip --upgrade + /mnt/python/huggingfaceserver-cpu-venv/bin/python -m pip install --upgrade pip + + /mnt/python/huggingfaceserver-cpu-venv/bin/python -m pip install pytest pytest-cov bash tests/setup_vllm.sh - poetry run -- pytest --cov=huggingfaceserver -vv -k 'not test_vllm' + source /mnt/python/huggingfaceserver-cpu-venv/bin/activate + /mnt/python/huggingfaceserver-cpu-venv/bin/python -m pytest --cov=huggingfaceserver -vv -k 'not test_vllm' # TODO: The following tests need to be reworked since IPEX support is relatively new for both vLLM and KServe # poetry run -- pytest --cov=huggingfaceserver -vv tests/test_vllm_chat_with_reasoning.py # poetry run -- pytest --cov=huggingfaceserver -vv tests/test_vllm_chat_with_tools.py diff --git a/Makefile b/Makefile index 20e94ab3a4b..d0fcaccd54f 100644 --- a/Makefile +++ b/Makefile @@ -142,24 +142,25 @@ generate: controller-gen helm-docs hack/python-sdk/client-gen.sh $(HELM_DOCS) --chart-search-root=charts --output-file=README.md -# Update poetry.lock files -poetry-lock: $(POETRY) +# Update uv.lock files +uv-lock: $(UV) # Update the kserve package first as other packages depends on it. cd ./python && \ - cd kserve && $(POETRY) lock --no-update && cd .. && \ - for file in $$(find . -type f -name "pyproject.toml" -not -path "./pyproject.toml" -not -path "*.venv/*" -not -path "*/prod_venv/*" -not -path "*/site-packages/*"); do \ + cd kserve && $(UV) lock && cd .. && \ + for file in $$(find . -type f -name "/pyproject.toml" -not -path "./pyproject.toml" -not -path "*.venv/*" -not -path "*/site-packages/*" -not -path "*/__pypackages__/*" -not -path "*/build/*"); do \ folder=$$(dirname "$$file"); \ echo "moving into folder $$folder"; \ case "$$folder" in \ *plugin*|plugin|kserve) \ echo -e "\033[33mSkipping folder $$folder\033[0m" ;; \ *) \ - cd "$$folder" && $(POETRY) lock --no-update && cd - > /dev/null ;; \ + cd "$$folder" && $(UV) lock && cd - > /dev/null ;; \ esac; \ done + # This runs all necessary steps to prepare for a commit. -precommit: vet tidy go-lint py-fmt py-lint generate manifests poetry-lock +precommit: vet tidy go-lint py-fmt py-lint generate manifests uv-lock # This is used by CI to ensure that the precommit checks are met. check: precommit @@ -406,5 +407,5 @@ apidocs: check-doc-links: @python3 hack/verify-doc-links.py && echo "$@: OK" -poetry-update-lockfiles: - bash -ec 'for value in $$(find . -name poetry.lock -exec dirname {} \;); do (cd "$${value}" && echo "Updating $${value}/poetry.lock" && poetry update --lock); done' +uv-update-lockfiles: + bash -ec 'for value in $$(find . -name uv.lock -exec dirname {} \;); do (cd "$${value}" && echo "Updating $${value}/uv.lock" && uv update --lock); done' \ No newline at end of file diff --git a/Makefile.tools.mk b/Makefile.tools.mk index 96dae13d2b0..f2f725b5a38 100644 --- a/Makefile.tools.mk +++ b/Makefile.tools.mk @@ -13,7 +13,7 @@ YQ = $(LOCALBIN)/yq HELM_DOCS = $(LOCALBIN)/helm-docs BLACK_FMT = $(PYTHON_BIN)/black FLAKE8_LINT = $(PYTHON_BIN)/flake8 -POETRY = $(PYTHON_BIN)/poetry +UV = $(PYTHON_BIN)/uv ## Tool versions. GOLANGCI_LINT_VERSION ?= v1.64.8 @@ -24,6 +24,7 @@ HELM_DOCS_VERSION ?= v1.12.0 BLACK_FMT_VERSION ?= 24.3 FLAKE8_LINT_VERSION ?= 7.1 POETRY_VERSION ?= 1.8.3 +UV_VERSION ?= 0.7.8 @@ -63,8 +64,8 @@ $(PYTHON_VENV): | $(LOCALBIN) $(BLACK_FMT) $(FLAKE8_LINT): $(PYTHON_VENV) $(PYTHON_BIN)/pip install black==$(BLACK_FMT_VERSION) flake8==$(FLAKE8_LINT_VERSION) -$(POETRY): $(PYTHON_VENV) - $(PYTHON_BIN)/pip install poetry==$(POETRY_VERSION) python/plugin/poetry-version-plugin +$(UV): $(PYTHON_VENV) + $(PYTHON_BIN)/pip install uv==$(UV_VERSION) # go-install-tool will 'go install' any package with custom target and name of binary, if it doesn't exist # $1 - target path with name of binary diff --git a/hack/prepare-for-release.sh b/hack/prepare-for-release.sh index 4aef19e2bcd..0b739e386d9 100755 --- a/hack/prepare-for-release.sh +++ b/hack/prepare-for-release.sh @@ -116,9 +116,9 @@ echo -e "\033[32mNo dash version updated to ${new_no_dash_version} and prior: ${ echo "${new_no_dash_version}" > python/VERSION -for file in $(find python \( -name 'pyproject.toml' -o -name 'poetry.lock' \)); do +for file in $(find python \( -name 'pyproject.toml' -o -name 'uv.lock' \)); do echo -e "\033[32mUpdating ${file}\033[0m" - if [[ ${file} == *"poetry.lock" ]]; then + if [[ ${file} == *"uv.lock" ]]; then # make sure the previous line is name = "kserve" # there is a chance that the version being update be the same than other dependencies sed -i "/name = \"kserve\"/{N;s/${prior_no_dash_version}/${new_no_dash_version}/}" "${file}" @@ -128,9 +128,9 @@ for file in $(find python \( -name 'pyproject.toml' -o -name 'poetry.lock' \)); done # update docs version -for file in $(find docs \( -name 'pyproject.toml' -o -name 'poetry.lock' \)); do +for file in $(find docs \( -name 'pyproject.toml' -o -name 'uv.lock' \)); do echo -e "\033[32mUpdating ${file}\033[0m" - if [[ ${file} == *"poetry.lock" ]]; then + if [[ ${file} == *"uv.lock" ]]; then # make sure the previous line is name = "kserve" # there is a chance that the version being update be the same than other dependencies sed -i "/name = \"kserve\"/{N;s/${prior_no_dash_version}/${new_no_dash_version}/}" "${file}" diff --git a/hack/python-sdk/README.md b/hack/python-sdk/README.md index 766a73317a6..5aa1a744894 100644 --- a/hack/python-sdk/README.md +++ b/hack/python-sdk/README.md @@ -25,10 +25,10 @@ After the script execution, the Python SDK is generated in the `python/kserve` d Navigate to `python/kserve` directory from the root folder. -1. Install `poetry`: +1. Install `UV`: ```bash - pip install poetry + pip install uv ``` 2. Update the Python SDK version in the [pyproject.toml](../../python/kserve/pyproject.toml). @@ -36,24 +36,12 @@ Navigate to `python/kserve` directory from the root folder. 3. Create some distributions in the normal way: ```bash - poetry build + uv build ``` -4. Configure Test PyPI [Credentials in Poetry](https://python-poetry.org/docs/repositories/#configuring-credentials): - ```bash - poetry config repositories.test-pypi https://test.pypi.org/legacy/ - ``` - ```bash - poetry config http-basic.test-pypi - ``` -5. Upload with poetry to [Test PyPI](https://packaging.python.org/guides/using-testpypi/) and verify things look right: - ```bash - poetry publish -r test-pypi - ``` -6. Configure PyPI [Credentials in Poetry](https://python-poetry.org/docs/repositories/#configuring-credentials): - ```bash - poetry config http-basic.pypi - ``` -7. Upload to [PyPI](https://pypi.org/search/?q=kserve): +4. Publish with uv to [Test PyPI](https://packaging.python.org/guides/using-testpypi/) and verify things look right: ```bash - poetry publish + uv publish \ + --publish-url https://test.pypi.org/legacy/ \ + --token your_testpypi_api_token_here \ + dist/* ``` diff --git a/pkg/apis/serving/v1alpha1/inference_graph_validation.go b/pkg/apis/serving/v1alpha1/inference_graph_validation.go index a3b2e96e2b4..e4ce7a8d826 100644 --- a/pkg/apis/serving/v1alpha1/inference_graph_validation.go +++ b/pkg/apis/serving/v1alpha1/inference_graph_validation.go @@ -22,6 +22,8 @@ import ( "fmt" "regexp" + utils "github.com/kserve/kserve/pkg/utils" + "k8s.io/apimachinery/pkg/runtime" "k8s.io/apimachinery/pkg/util/sets" logf "sigs.k8s.io/controller-runtime/pkg/log" @@ -73,7 +75,7 @@ var _ webhook.CustomValidator = &InferenceGraphValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type func (v *InferenceGraphValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - ig, err := convertToInferenceGraph(obj) + ig, err := utils.Convert[*InferenceGraph](obj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceGraph") return nil, err @@ -84,7 +86,7 @@ func (v *InferenceGraphValidator) ValidateCreate(ctx context.Context, obj runtim // ValidateUpdate implements webhook.Validator so a webhook will be registered for the type func (v *InferenceGraphValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { - ig, err := convertToInferenceGraph(newObj) + ig, err := utils.Convert[*InferenceGraph](newObj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceGraph") return nil, err @@ -95,7 +97,7 @@ func (v *InferenceGraphValidator) ValidateUpdate(ctx context.Context, oldObj, ne // ValidateDelete implements webhook.Validator so a webhook will be registered for the type func (v *InferenceGraphValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - ig, err := convertToInferenceGraph(obj) + ig, err := utils.Convert[*InferenceGraph](obj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceGraph") return nil, err @@ -210,12 +212,3 @@ func validateInferenceGraphSplitterWeight(ig *InferenceGraph) error { } return nil } - -// Convert runtime.Object into InferenceGraph -func convertToInferenceGraph(obj runtime.Object) (*InferenceGraph, error) { - ig, ok := obj.(*InferenceGraph) - if !ok { - return nil, fmt.Errorf("expected an InferenceGraph object but got %T", obj) - } - return ig, nil -} diff --git a/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go b/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go index d7bdf4ec36c..d6fd32c9574 100644 --- a/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go +++ b/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go @@ -65,7 +65,7 @@ var _ webhook.CustomValidator = &TrainedModelValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type func (v *TrainedModelValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - tm, err := convertToTrainedModel(obj) + tm, err := utils.Convert[*TrainedModel](obj) if err != nil { tmLogger.Error(err, "Unable to convert object to TrainedModel") return nil, err @@ -78,12 +78,12 @@ func (v *TrainedModelValidator) ValidateCreate(ctx context.Context, obj runtime. // ValidateUpdate implements webhook.Validator so a webhook will be registered for the type func (v *TrainedModelValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { - newTm, err := convertToTrainedModel(newObj) + newTm, err := utils.Convert[*TrainedModel](newObj) if err != nil { tmLogger.Error(err, "Unable to convert object to TrainedModel") return nil, err } - oldTm, err := convertToTrainedModel(oldObj) + oldTm, err := utils.Convert[*TrainedModel](oldObj) if err != nil { tmLogger.Error(err, "Unable to convert object to TrainedModel") return nil, err @@ -98,7 +98,7 @@ func (v *TrainedModelValidator) ValidateUpdate(ctx context.Context, oldObj, newO // ValidateDelete implements webhook.Validator so a webhook will be registered for the type func (v *TrainedModelValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - tm, err := convertToTrainedModel(obj) + tm, err := utils.Convert[*TrainedModel](obj) if err != nil { tmLogger.Error(err, "Unable to convert object to TrainedModel") return nil, err @@ -125,15 +125,6 @@ func (tm *TrainedModel) validateTrainedModel() error { }) } -// Convert runtime.Object into TrainedModel -func convertToTrainedModel(obj runtime.Object) (*TrainedModel, error) { - tm, ok := obj.(*TrainedModel) - if !ok { - return nil, fmt.Errorf("expected an TrainedModel object but got %T", obj) - } - return tm, nil -} - // Validates format for TrainedModel's name func (tm *TrainedModel) validateTrainedModelName() error { if !TmRegexp.MatchString(tm.Name) { diff --git a/pkg/apis/serving/v1beta1/inference_service_defaults.go b/pkg/apis/serving/v1beta1/inference_service_defaults.go index a8c54c29b34..6983b949da9 100644 --- a/pkg/apis/serving/v1beta1/inference_service_defaults.go +++ b/pkg/apis/serving/v1beta1/inference_service_defaults.go @@ -96,7 +96,7 @@ func setResourceRequirementDefaults(config *InferenceServicesConfig, requirement } func (d *InferenceServiceDefaulter) Default(ctx context.Context, obj runtime.Object) error { - isvc, err := convertToInferenceService(obj) + isvc, err := utils.Convert[*InferenceService](obj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceService") return err diff --git a/pkg/apis/serving/v1beta1/inference_service_validation.go b/pkg/apis/serving/v1beta1/inference_service_validation.go index dea08f39902..7f5dfd5d0f5 100644 --- a/pkg/apis/serving/v1beta1/inference_service_validation.go +++ b/pkg/apis/serving/v1beta1/inference_service_validation.go @@ -66,7 +66,7 @@ var _ webhook.CustomValidator = &InferenceServiceValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type func (v *InferenceServiceValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - isvc, err := convertToInferenceService(obj) + isvc, err := utils.Convert[*InferenceService](obj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceService") return nil, err @@ -77,12 +77,12 @@ func (v *InferenceServiceValidator) ValidateCreate(ctx context.Context, obj runt // ValidateUpdate implements webhook.Validator so a webhook will be registered for the type func (v *InferenceServiceValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { - isvc, err := convertToInferenceService(newObj) + isvc, err := utils.Convert[*InferenceService](newObj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceService") return nil, err } - oldIsvc, err := convertToInferenceService(oldObj) + oldIsvc, err := utils.Convert[*InferenceService](oldObj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceService") } @@ -96,7 +96,7 @@ func (v *InferenceServiceValidator) ValidateUpdate(ctx context.Context, oldObj, // ValidateDelete implements webhook.Validator so a webhook will be registered for the type func (v *InferenceServiceValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - isvc, err := convertToInferenceService(obj) + isvc, err := utils.Convert[*InferenceService](obj) if err != nil { validatorLogger.Error(err, "Unable to convert object to InferenceService") return nil, err @@ -455,12 +455,3 @@ func validateDeploymentMode(newIsvc *InferenceService, oldIsvc *InferenceService } return nil } - -// Convert runtime.Object into InferenceService -func convertToInferenceService(obj runtime.Object) (*InferenceService, error) { - isvc, ok := obj.(*InferenceService) - if !ok { - return nil, fmt.Errorf("expected an InferenceService object but got %T", obj) - } - return isvc, nil -} diff --git a/pkg/controller/v1alpha1/trainedmodel/sharding/strategy.go b/pkg/controller/v1alpha1/trainedmodel/sharding/strategy.go deleted file mode 100644 index 1649829f95f..00000000000 --- a/pkg/controller/v1alpha1/trainedmodel/sharding/strategy.go +++ /dev/null @@ -1,23 +0,0 @@ -/* -Copyright 2021 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -package main - -import "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - -type Strategy interface { - GetOrAssignShard(trainedModel *v1alpha1.TrainedModel) int -} diff --git a/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go b/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go index 202c50afdc9..3ff0ffbc8ce 100644 --- a/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go +++ b/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go @@ -10347,11 +10347,11 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }}, Processors: &otelv1beta1.AnyConfig{Object: map[string]interface{}{ - "filter/ottl": map[string]interface{}{ - "error_mode": "ignore", + "filter/metrics": map[string]interface{}{ "metrics": map[string]interface{}{ - "metric": []interface{}{ - `name != "process_cpu_seconds_total"`, + "include": map[string]interface{}{ + "match_type": "strict", + "metric_names": []interface{}{string("process_cpu_seconds_total")}, }, }, }, @@ -10369,7 +10369,7 @@ var _ = Describe("v1beta1 inference service controller", func() { Pipelines: map[string]*otelv1beta1.Pipeline{ "metrics": { Receivers: []string{"prometheus"}, - Processors: []string{"filter/ottl"}, + Processors: []string{"filter/metrics"}, Exporters: []string{"otlp"}, }, }, diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler.go index eaddeed15a5..6503e170c6a 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler.go @@ -43,28 +43,25 @@ type OtelReconciler struct { client client.Client scheme *runtime.Scheme OTelCollector *otelv1beta1.OpenTelemetryCollector - metric v1beta1.MetricsSpec } func NewOtelReconciler(client client.Client, scheme *runtime.Scheme, componentMeta metav1.ObjectMeta, - metric v1beta1.MetricsSpec, + metricNames []string, otelConfig v1beta1.OtelCollectorConfig, ) (*OtelReconciler, error) { return &OtelReconciler{ client: client, scheme: scheme, - OTelCollector: createOtelCollector(componentMeta, metric, otelConfig), - metric: metric, + OTelCollector: createOtelCollector(componentMeta, metricNames, otelConfig), }, nil } func createOtelCollector(componentMeta metav1.ObjectMeta, - metric v1beta1.MetricsSpec, + metricNames []string, otelConfig v1beta1.OtelCollectorConfig, ) *otelv1beta1.OpenTelemetryCollector { - metricNames := metric.PodMetric.Metric.MetricNames port, ok := componentMeta.Annotations["prometheus.kserve.io/port"] if !ok { log.Info("Annotation prometheus.kserve.io/port is missing, using default value 8080 to configure OTel Collector") @@ -97,7 +94,6 @@ func createOtelCollector(componentMeta metav1.ObjectMeta, }, }, }}, - Processors: &otelv1beta1.AnyConfig{Object: map[string]interface{}{}}, Exporters: otelv1beta1.AnyConfig{Object: map[string]interface{}{ "otlp": map[string]interface{}{ "endpoint": otelConfig.MetricReceiverEndpoint, @@ -120,22 +116,19 @@ func createOtelCollector(componentMeta metav1.ObjectMeta, }, } - // Add filter processor to exclude the metric that is used for scaling if it is specified. - // otherwise, all metrics will be sent to the OTel backend. + // Add filter processor to include all specified metrics if len(metricNames) > 0 { - metricFilters := []interface{}{} - for _, name := range metricNames { - metricFilters = append(metricFilters, fmt.Sprintf(`name != "%s"`, name)) - } otelCollector.Spec.Config.Processors = &otelv1beta1.AnyConfig{Object: map[string]interface{}{ - "filter/ottl": map[string]interface{}{ - "error_mode": "ignore", + "filter/metrics": map[string]interface{}{ "metrics": map[string]interface{}{ - "metric": metricFilters, + "include": map[string]interface{}{ + "match_type": "strict", + "metric_names": metricNames, + }, }, }, }} - otelCollector.Spec.Config.Service.Pipelines["metrics"].Processors = []string{"filter/ottl"} + otelCollector.Spec.Config.Service.Pipelines["metrics"].Processors = []string{"filter/metrics"} } return otelCollector diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler_test.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler_test.go index 93375f19062..2ca8dea2283 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler_test.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/otel/otel_reconciler_test.go @@ -37,12 +37,12 @@ func TestCreateOtelCollector(t *testing.T) { testCases := []struct { name string componentMeta metav1.ObjectMeta - metric v1beta1.MetricsSpec + metricNames []string otelConfig v1beta1.OtelCollectorConfig expectedConfig map[string]interface{} }{ { - name: "test with port annotation", + name: "test with port annotation and single metric", componentMeta: metav1.ObjectMeta{ Name: "test-service", Namespace: "default", @@ -50,13 +50,7 @@ func TestCreateOtelCollector(t *testing.T) { "prometheus.kserve.io/port": "9090", }, }, - metric: v1beta1.MetricsSpec{ - PodMetric: &v1beta1.PodMetricSource{ - Metric: v1beta1.PodMetrics{ - MetricNames: []string{"request-count"}, - }, - }, - }, + metricNames: []string{"request-count"}, otelConfig: v1beta1.OtelCollectorConfig{ ScrapeInterval: "15s", MetricReceiverEndpoint: "otel-collector:4317", @@ -72,18 +66,12 @@ func TestCreateOtelCollector(t *testing.T) { }, }, { - name: "test without port annotation", + name: "test without port annotation and multiple metrics", componentMeta: metav1.ObjectMeta{ Name: "test-service", Namespace: "default", }, - metric: v1beta1.MetricsSpec{ - PodMetric: &v1beta1.PodMetricSource{ - Metric: v1beta1.PodMetrics{ - MetricNames: []string{"request-count"}, - }, - }, - }, + metricNames: []string{"metric1", "metric2"}, otelConfig: v1beta1.OtelCollectorConfig{ ScrapeInterval: "30s", }, @@ -101,7 +89,7 @@ func TestCreateOtelCollector(t *testing.T) { for _, tc := range testCases { t.Run(tc.name, func(t *testing.T) { - collector := createOtelCollector(tc.componentMeta, tc.metric, tc.otelConfig) + collector := createOtelCollector(tc.componentMeta, tc.metricNames, tc.otelConfig) assert.Equal(t, tc.componentMeta.Name, collector.Name) assert.Equal(t, tc.componentMeta.Namespace, collector.Namespace) @@ -124,15 +112,15 @@ func TestCreateOtelCollector(t *testing.T) { assert.Equal(t, tc.expectedConfig["static_configs"].([]interface{})[0].(map[string]interface{})["targets"], targets) // Verify filter processor if metric names exist - if len(tc.metric.PodMetric.Metric.MetricNames) > 0 { + if len(tc.metricNames) > 0 { processors := collector.Spec.Config.Processors.Object - filterOttl := processors["filter/ottl"].(map[string]interface{}) - metrics := filterOttl["metrics"].(map[string]interface{}) - metricFilters := metrics["metric"].([]interface{}) - - assert.Len(t, metricFilters, len(tc.metric.PodMetric.Metric.MetricNames)) + filterMetrics := processors["filter/metrics"].(map[string]interface{}) + metrics := filterMetrics["metrics"].(map[string]interface{}) + include := metrics["include"].(map[string]interface{}) + metricNames := include["metric_names"].([]string) + assert.ElementsMatch(t, tc.metricNames, metricNames) // Verify processors in pipeline - assert.Equal(t, []string{"filter/ottl"}, collector.Spec.Config.Service.Pipelines["metrics"].Processors) + assert.Equal(t, []string{"filter/metrics"}, collector.Spec.Config.Service.Pipelines["metrics"].Processors) } else { assert.Empty(t, collector.Spec.Config.Service.Pipelines["metrics"].Processors) } @@ -149,12 +137,6 @@ func TestReconcileCreate(t *testing.T) { Namespace: "default", } - metric := v1beta1.MetricsSpec{ - PodMetric: &v1beta1.PodMetricSource{ - Metric: v1beta1.PodMetrics{}, - }, - } - otelConfig := v1beta1.OtelCollectorConfig{ ScrapeInterval: "15s", MetricReceiverEndpoint: "otel-collector:4317", @@ -167,7 +149,7 @@ func TestReconcileCreate(t *testing.T) { // Create fake client client := fake.NewClientBuilder().WithScheme(scheme).Build() // Create reconciler - reconciler, err := NewOtelReconciler(client, scheme, componentMeta, metric, otelConfig) + reconciler, err := NewOtelReconciler(client, scheme, componentMeta, []string{}, otelConfig) require.NoError(t, err) // Test reconcile - should create a new resource @@ -192,12 +174,6 @@ func TestReconcileUpdate(t *testing.T) { Namespace: "default", } - metric := v1beta1.MetricsSpec{ - PodMetric: &v1beta1.PodMetricSource{ - Metric: v1beta1.PodMetrics{}, - }, - } - otelConfig := v1beta1.OtelCollectorConfig{ ScrapeInterval: "15s", MetricReceiverEndpoint: "otel-collector:4317", @@ -249,7 +225,7 @@ func TestReconcileUpdate(t *testing.T) { // Create fake client with existing collector client := fake.NewClientBuilder().WithScheme(scheme).WithObjects(existingCollector).Build() // Create reconciler - reconciler, err := NewOtelReconciler(client, scheme, componentMeta, metric, otelConfig) + reconciler, err := NewOtelReconciler(client, scheme, componentMeta, []string{}, otelConfig) require.NoError(t, err) // Test reconcile - should update existing resource @@ -291,12 +267,6 @@ func TestSetControllerReferences(t *testing.T) { }, } - metric := v1beta1.MetricsSpec{ - PodMetric: &v1beta1.PodMetricSource{ - Metric: v1beta1.PodMetrics{}, - }, - } - otelConfig := v1beta1.OtelCollectorConfig{ ScrapeInterval: "15s", MetricReceiverEndpoint: "otel-collector:4317", @@ -310,7 +280,7 @@ func TestSetControllerReferences(t *testing.T) { // Create fake client client := fake.NewClientBuilder().WithScheme(scheme).Build() // Create reconciler - reconciler, err := NewOtelReconciler(client, scheme, componentMeta, metric, otelConfig) + reconciler, err := NewOtelReconciler(client, scheme, componentMeta, []string{}, otelConfig) require.NoError(t, err) // Test set controller reference diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/raw/raw_kube_reconciler.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/raw/raw_kube_reconciler.go index 97f4e2b2653..e29fdb0d272 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/raw/raw_kube_reconciler.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/raw/raw_kube_reconciler.go @@ -70,21 +70,25 @@ func NewRawKubeReconciler(ctx context.Context, } // create OTel Collector if pod metrics is enabled for auto-scaling if componentExt.AutoScaling != nil { + var metricNames []string metrics := componentExt.AutoScaling.Metrics for _, metric := range metrics { if metric.Type == v1beta1.PodMetricSourceType { if metric.PodMetric.Metric.Backend == v1beta1.PodsMetricsBackend(constants.OTelBackend) { - otelConfig, err := v1beta1.NewOtelCollectorConfig(isvcConfigMap) - if err != nil { - return nil, err - } - otelCollector, err = otel.NewOtelReconciler(client, scheme, componentMeta, metric, *otelConfig) - if err != nil { - return nil, err - } + metricNames = append(metricNames, metric.PodMetric.Metric.MetricNames...) } } } + if len(metricNames) > 0 { + otelConfig, err := v1beta1.NewOtelCollectorConfig(isvcConfigMap) + if err != nil { + return nil, err + } + otelCollector, err = otel.NewOtelReconciler(client, scheme, componentMeta, metricNames, *otelConfig) + if err != nil { + return nil, err + } + } } as, err := autoscaler.NewAutoscalerReconciler(client, scheme, componentMeta, componentExt, isvcConfigMap) diff --git a/pkg/utils/collections.go b/pkg/utils/collections.go new file mode 100644 index 00000000000..6465c6849a6 --- /dev/null +++ b/pkg/utils/collections.go @@ -0,0 +1,75 @@ +/* +Copyright 2025 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package utils + +import ( + "strings" +) + +type PredicateFn[T any] func(T) bool + +func FilterSlice[T any](items []T, predicate PredicateFn[T]) []T { + if len(items) == 0 { + return []T{} + } + + result := make([]T, 0, len(items)) + for _, item := range items { + if predicate(item) { + result = append(result, item) + } + } + return result +} + +func Includes[T comparable](slice []T, value T) bool { + for _, v := range slice { + if v == value { + return true + } + } + return false +} + +func IncludesArg(slice []string, arg string) bool { + for _, v := range slice { + if v == arg || strings.HasPrefix(v, arg) { + return true + } + } + return false +} + +func Filter[K comparable, V any](origin map[K]V, predicate PredicateFn[K]) map[K]V { + result := make(map[K]V) + for k, v := range origin { + if predicate(k) { + result[k] = v + } + } + return result +} + +func Union[K comparable, V any](maps ...map[K]V) map[K]V { + result := make(map[K]V) + for _, m := range maps { + for k, v := range m { + result[k] = v + } + } + return result +} diff --git a/pkg/utils/types.go b/pkg/utils/types.go index e39acf3d8b4..536f6a5ef3f 100644 --- a/pkg/utils/types.go +++ b/pkg/utils/types.go @@ -16,10 +16,28 @@ limitations under the License. package utils -func Bool(b bool) *bool { - return &b +import ( + "fmt" + "strconv" + + "k8s.io/apimachinery/pkg/runtime" +) + +func Convert[T any](obj runtime.Object) (T, error) { + v, ok := obj.(T) + if !ok { + var zero T + return zero, fmt.Errorf("convert: expected %T, got %T", zero, obj) + } + + return v, nil } -func UInt64(u uint64) *uint64 { - return &u +// StringToInt32 converts a given integer to int32. If the number exceeds the int32 limit, it returns an error. +func StringToInt32(number string) (int32, error) { + converted, err := strconv.ParseInt(number, 10, 32) + if err != nil { + return 0, err + } + return int32(converted), err } diff --git a/pkg/utils/types_test.go b/pkg/utils/types_test.go deleted file mode 100644 index eff6aced0b8..00000000000 --- a/pkg/utils/types_test.go +++ /dev/null @@ -1,41 +0,0 @@ -/* -Copyright 2021 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -package utils - -import ( - "testing" - - "github.com/google/go-cmp/cmp" -) - -func TestBool(t *testing.T) { - input := true - expected := &input - result := Bool(input) - if diff := cmp.Diff(expected, result); diff != "" { - t.Errorf("Test %q unexpected result (-want +got): %v", t.Name(), diff) - } -} - -func TestUInt64(t *testing.T) { - input := uint64(63) - expected := &input - result := UInt64(input) - if diff := cmp.Diff(expected, result); diff != "" { - t.Errorf("Test %q unexpected result (-want +got): %v", t.Name(), diff) - } -} diff --git a/pkg/utils/utils.go b/pkg/utils/utils.go index 5c47751df36..8de9666c2f4 100644 --- a/pkg/utils/utils.go +++ b/pkg/utils/utils.go @@ -19,7 +19,6 @@ package utils import ( "encoding/json" "fmt" - "strconv" "strings" corev1 "k8s.io/api/core/v1" @@ -45,44 +44,6 @@ const ( ErrValueExceedsInt32Limit = "value exceeds int32 limit %d" ) -func Filter(origin map[string]string, predicate func(string) bool) map[string]string { - result := make(map[string]string) - for k, v := range origin { - if predicate(k) { - result[k] = v - } - } - return result -} - -func Union(maps ...map[string]string) map[string]string { - result := make(map[string]string) - for _, m := range maps { - for k, v := range m { - result[k] = v - } - } - return result -} - -func Includes(slice []string, value string) bool { - for _, v := range slice { - if v == value { - return true - } - } - return false -} - -func IncludesArg(slice []string, arg string) bool { - for _, v := range slice { - if v == arg || strings.HasPrefix(v, arg) { - return true - } - } - return false -} - func AppendVolumeIfNotExists(slice []corev1.Volume, volume corev1.Volume) []corev1.Volume { for i := range slice { if slice[i].Name == volume.Name { @@ -346,15 +307,6 @@ func IsValidCustomGPUArray(s string) ([]string, bool) { return customGPUTypes, true } -// StringToInt32 converts a given integer to int32. If the number exceeds the int32 limit, it returns an error. -func StringToInt32(number string) (int32, error) { - converted, err := strconv.ParseInt(number, 10, 32) - if err != nil { - return 0, err - } - return int32(converted), err -} - // UpdateGPUResourceTypeListByAnnotation updates the GPU resource type list // by combining the global GPU resource types from inferenceservice-config with custom GPU resource types specified in the annotations. func UpdateGPUResourceTypeListByAnnotation(isvcAnnotations map[string]string) ([]string, error) { diff --git a/pkg/webhook/admission/localmodelcache/local_model_cache_validation.go b/pkg/webhook/admission/localmodelcache/local_model_cache_validation.go index 1aec14d3074..d53a7ff6582 100644 --- a/pkg/webhook/admission/localmodelcache/local_model_cache_validation.go +++ b/pkg/webhook/admission/localmodelcache/local_model_cache_validation.go @@ -20,6 +20,8 @@ import ( "context" "fmt" + "github.com/kserve/kserve/pkg/utils" + "k8s.io/apimachinery/pkg/runtime" "sigs.k8s.io/controller-runtime/pkg/client" logf "sigs.k8s.io/controller-runtime/pkg/log" @@ -50,7 +52,7 @@ var _ webhook.CustomValidator = &LocalModelCacheValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type func (v *LocalModelCacheValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - localModelCache, err := convertToLocalModelCache(obj) + localModelCache, err := utils.Convert[*v1alpha1.LocalModelCache](obj) if err != nil { localModelCacheValidatorLogger.Error(err, "Unable to convert object to LocalModelCache") return nil, err @@ -69,7 +71,7 @@ func (v *LocalModelCacheValidator) ValidateCreate(ctx context.Context, obj runti // ValidateUpdate implements webhook.Validator so a webhook will be registered for the type func (v *LocalModelCacheValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { - localModelCache, err := convertToLocalModelCache(newObj) + localModelCache, err := utils.Convert[*v1alpha1.LocalModelCache](newObj) if err != nil { localModelCacheValidatorLogger.Error(err, "Unable to convert object to LocalModelCache") return nil, err @@ -88,7 +90,7 @@ func (v *LocalModelCacheValidator) ValidateUpdate(ctx context.Context, oldObj, n // ValidateDelete implements webhook.Validator so a webhook will be registered for the type func (v *LocalModelCacheValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { - localModelCache, err := convertToLocalModelCache(obj) + localModelCache, err := utils.Convert[*v1alpha1.LocalModelCache](obj) if err != nil { localModelCacheValidatorLogger.Error(err, "Unable to convert object to LocalModelCache") return nil, err @@ -133,12 +135,3 @@ func (v *LocalModelCacheValidator) validateUniqueStorageURI(ctx context.Context, } return nil, nil } - -// Convert runtime.Object into LocalModelCache -func convertToLocalModelCache(obj runtime.Object) (*v1alpha1.LocalModelCache, error) { - localModelCache, ok := obj.(*v1alpha1.LocalModelCache) - if !ok { - return nil, fmt.Errorf("expected an LocalModelCache object but got %T", obj) - } - return localModelCache, nil -} diff --git a/pkg/webhook/admission/localmodelcache/local_model_cache_validation_test.go b/pkg/webhook/admission/localmodelcache/local_model_cache_validation_test.go index 53b36448164..ffb9791b6c4 100644 --- a/pkg/webhook/admission/localmodelcache/local_model_cache_validation_test.go +++ b/pkg/webhook/admission/localmodelcache/local_model_cache_validation_test.go @@ -186,5 +186,5 @@ func TestValidateUpdate_InvalidObjectType(t *testing.T) { warnings, err := validator.ValidateUpdate(t.Context(), &oldLmc, invalidObj) g.Expect(warnings).To(gomega.BeNil()) g.Expect(err).To(gomega.HaveOccurred()) - g.Expect(err.Error()).To(gomega.ContainSubstring("expected an LocalModelCache object")) + g.Expect(err.Error()).To(gomega.ContainSubstring("expected *v1alpha1.LocalModelCache")) } diff --git a/python/aiffairness.Dockerfile b/python/aiffairness.Dockerfile index 952f28113f1..77effe46b3a 100644 --- a/python/aiffairness.Dockerfile +++ b/python/aiffairness.Dockerfile @@ -4,32 +4,34 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 - # Required for building packages for arm64 arch -RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ +RUN apt-get update && apt-get install -y --no-install-recommends curl python3-dev build-essential && apt-get clean && \ rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Set up and activate virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ Install kserve dependencies ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + +# Copy source code separately (better Docker caching) COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ Install aiffairness dependencies ------------------ +COPY aiffairness/pyproject.toml aiffairness/uv.lock aiffairness/ +RUN cd aiffairness && uv sync --active --no-cache -COPY aiffairness/pyproject.toml aiffairness/poetry.lock aiffairness/ -RUN cd aiffairness && poetry install --no-root --no-interaction --no-cache COPY aiffairness aiffairness -RUN cd aiffairness && poetry install --no-interaction --no-cache +RUN cd aiffairness && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -39,6 +41,7 @@ RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Final Stage ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -54,4 +57,5 @@ COPY --from=builder kserve kserve COPY --from=builder aiffairness aiffairness USER 1000 +ENV PYTHONPATH=/aiffairness ENTRYPOINT ["python", "-m", "aifserver"] diff --git a/python/aiffairness/Makefile b/python/aiffairness/Makefile index 7b55a0e2e7d..dce357b2985 100644 --- a/python/aiffairness/Makefile +++ b/python/aiffairness/Makefile @@ -1,5 +1,5 @@ dev_install: - 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install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Setup virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ kserve deps ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ artexplainer deps ------------------ +COPY artexplainer/pyproject.toml artexplainer/uv.lock artexplainer/ +RUN cd artexplainer && uv sync --active --no-cache -COPY artexplainer/pyproject.toml artexplainer/poetry.lock artexplainer/ -RUN cd artexplainer && poetry install --no-root --no-interaction --no-cache COPY artexplainer artexplainer -RUN cd artexplainer && poetry install --no-interaction --no-cache +RUN cd artexplainer && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -39,6 +40,7 @@ RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Production stage ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -46,6 +48,8 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +COPY third_party third_party + RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -54,4 +58,5 @@ COPY --from=builder kserve kserve COPY --from=builder artexplainer artexplainer USER 1000 +ENV PYTHONPATH=/artexplainer ENTRYPOINT ["python", "-m", "artserver"] diff --git 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a/python/custom_model.Dockerfile b/python/custom_model.Dockerfile index fe6d36a0405..154315a6d90 100644 --- a/python/custom_model.Dockerfile +++ b/python/custom_model.Dockerfile @@ -4,28 +4,38 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install system dependencies +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + curl \ + build-essential \ + python3-dev && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Set up Python virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ Install kserve ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ Install custom_model ------------------ +COPY custom_model/pyproject.toml custom_model/uv.lock custom_model/ +RUN cd custom_model && uv sync --active --no-cache -COPY custom_model/pyproject.toml custom_model/poetry.lock custom_model/ -RUN cd custom_model && poetry install --no-root --no-interaction --no-cache COPY custom_model custom_model -RUN cd custom_model && poetry install --no-interaction --no-cache +RUN cd custom_model && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -34,6 +44,7 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Final production image ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -41,6 +52,10 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +# Copy third-party dependencies +COPY third_party third_party + +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -49,4 +64,5 @@ COPY --from=builder kserve kserve COPY --from=builder custom_model custom_model USER 1000 +ENV PYTHONPATH=/custom_model ENTRYPOINT ["python", "-m", "custom_model.model"] diff --git a/python/custom_model/Makefile b/python/custom_model/Makefile index 2926d348343..04ffc7addd2 100644 --- a/python/custom_model/Makefile +++ b/python/custom_model/Makefile @@ -1,5 +1,5 @@ dev_install: - poetry install --with test + uv sync --group 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a/python/custom_model_grpc.Dockerfile +++ b/python/custom_model_grpc.Dockerfile @@ -4,28 +4,38 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install system dependencies +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + curl \ + build-essential \ + python3-dev && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Set up and activate virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ kserve deps ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ custom_model deps ------------------ +COPY custom_model/pyproject.toml custom_model/uv.lock custom_model/ +RUN cd custom_model && uv sync --active --no-cache -COPY custom_model/pyproject.toml custom_model/poetry.lock custom_model/ -RUN cd custom_model && poetry install --no-root --no-interaction --no-cache COPY custom_model custom_model -RUN cd custom_model && poetry install --no-interaction --no-cache +RUN cd custom_model && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -34,6 +44,7 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Final stage ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -41,6 +52,10 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +# Copy third-party non-Python dependencies +COPY third_party third_party + +# Create and switch to a non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -49,4 +64,5 @@ COPY --from=builder kserve kserve COPY --from=builder custom_model custom_model USER 1000 +ENV PYTHONPATH=/custom_model ENTRYPOINT ["python", "-m", "custom_model.model_grpc"] diff --git a/python/custom_tokenizer.Dockerfile b/python/custom_tokenizer.Dockerfile index 7bdee0f97a7..9ac63f5bc0c 100644 --- a/python/custom_tokenizer.Dockerfile +++ b/python/custom_tokenizer.Dockerfile @@ -4,28 +4,38 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install system dependencies +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + curl \ + build-essential \ + python3-dev && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Create Python virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ Install kserve ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ Install custom_tokenizer ------------------ +COPY custom_tokenizer/pyproject.toml custom_tokenizer/uv.lock custom_tokenizer/ +RUN cd custom_tokenizer && uv sync --active --no-cache -COPY custom_tokenizer/pyproject.toml custom_tokenizer/poetry.lock custom_tokenizer/ -RUN cd custom_tokenizer && poetry install --no-root --no-interaction --no-cache COPY custom_tokenizer custom_tokenizer -RUN cd custom_tokenizer && poetry install --no-interaction --no-cache +RUN cd custom_tokenizer && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -35,6 +45,7 @@ RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Final Production Image ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -42,6 +53,9 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV 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update && \ + apt-get install -y --no-install-recommends \ + curl \ + build-essential \ + python3-dev && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Create virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# Install kserve dependencies +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# Install custom_transformer dependencies +COPY custom_transformer/pyproject.toml custom_transformer/uv.lock custom_transformer/ +RUN cd custom_transformer && uv sync --active --no-cache -COPY custom_transformer/pyproject.toml custom_transformer/poetry.lock custom_transformer/ -RUN cd custom_transformer && poetry install --no-root --no-interaction --no-cache COPY custom_transformer custom_transformer -RUN cd custom_transformer && poetry install --no-interaction --no-cache +RUN cd custom_transformer && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -34,13 +44,18 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ---------- Production image ---------- FROM ${BASE_IMAGE} AS prod # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -ENV PATH="$VIRTUAL_ENV/bin:$PATH" +ENV PATH="${VIRTUAL_ENV}/bin:$PATH" + +# Copy any external shared resources +COPY third_party third_party +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -49,5 +64,5 @@ COPY --from=builder kserve kserve COPY --from=builder custom_transformer custom_transformer USER 1000 +ENV PYTHONPATH=/custom_transformer ENTRYPOINT ["python", "-m", "custom_transformer.model"] - diff --git a/python/custom_transformer/Makefile b/python/custom_transformer/Makefile index 47976fba97a..64e154299bd 100644 --- a/python/custom_transformer/Makefile +++ b/python/custom_transformer/Makefile @@ -1,5 +1,5 @@ dev_install: - poetry install --with test + uv sync --group test test: type_check lint pytest -W ignore diff --git a/python/custom_transformer/poetry.lock b/python/custom_transformer/poetry.lock deleted file mode 100644 index fa94e0fcb43..00000000000 --- a/python/custom_transformer/poetry.lock +++ /dev/null @@ -1,2170 +0,0 @@ -# This file is automatically @generated 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a/python/custom_transformer_grpc.Dockerfile b/python/custom_transformer_grpc.Dockerfile index a64ccfed0ee..8ae206c851a 100644 --- a/python/custom_transformer_grpc.Dockerfile +++ b/python/custom_transformer_grpc.Dockerfile @@ -4,28 +4,38 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install system dependencies +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + curl \ + build-essential \ + python3-dev && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Create Python virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ------------------ Install kserve ------------------ +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ------------------ Install custom_transformer ------------------ +COPY custom_transformer/pyproject.toml custom_transformer/uv.lock custom_transformer/ +RUN cd custom_transformer && uv sync --active --no-cache -COPY custom_transformer/pyproject.toml custom_transformer/poetry.lock custom_transformer/ -RUN cd custom_transformer && poetry install --no-root --no-interaction --no-cache COPY custom_transformer custom_transformer -RUN cd custom_transformer && poetry install --no-interaction --no-cache +RUN cd custom_transformer && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -34,6 +44,7 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ------------------ Final Production Image ------------------ FROM ${BASE_IMAGE} AS prod # Activate virtual env @@ -41,6 +52,9 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +COPY third_party third_party + +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -49,6 +63,5 @@ COPY --from=builder kserve kserve COPY --from=builder custom_transformer custom_transformer USER 1000 +ENV PYTHONPATH=/custom_transformer ENTRYPOINT ["python", "-m", "custom_transformer.model_grpc"] - - diff --git a/python/error_404_isvc.Dockerfile b/python/error_404_isvc.Dockerfile index 209c055b183..9f9f264313d 100644 --- a/python/error_404_isvc.Dockerfile +++ b/python/error_404_isvc.Dockerfile @@ -4,33 +4,31 @@ ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -RUN apt-get update && apt-get install -y gcc python3-dev && apt-get clean && \ +RUN apt-get update && apt-get install -y gcc python3-dev curl && apt-get clean && \ rm -rf /var/lib/apt/lists/* -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 - -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ +ln -s /root/.local/bin/uv /usr/local/bin/uv # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache RUN echo $(pwd) RUN echo $(ls) -COPY test_resources/graph/error_404_isvc/pyproject.toml test_resources/graph/error_404_isvc/poetry.lock error_404_isvc/ -RUN cd error_404_isvc && poetry install --no-root --no-interaction --no-cache -COPY test_resources/graph/error_404_isvc error_404_isvc -RUN cd error_404_isvc && poetry install --no-interaction --no-cache +COPY test_resources/graph/error_404_isvc/pyproject.toml test_resources/graph/error_404_isvc/uv.lock test_resources/graph/error_404_isvc/ +RUN cd test_resources/graph/error_404_isvc && uv sync --active --no-cache +COPY test_resources/graph/error_404_isvc test_resources/graph/error_404_isvc +RUN cd test_resources/graph/error_404_isvc && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -51,7 +49,7 @@ RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party COPY --from=builder --chown=kserve:kserve $VIRTUAL_ENV $VIRTUAL_ENV COPY --from=builder kserve kserve -COPY --from=builder error_404_isvc error_404_isvc +COPY --from=builder test_resources/graph/error_404_isvc error_404_isvc USER 1000 ENTRYPOINT ["python", "-m", "error_404_isvc.model"] diff --git a/python/huggingface_server.Dockerfile b/python/huggingface_server.Dockerfile index 91adf39f0b4..cc9afca789a 100644 --- a/python/huggingface_server.Dockerfile +++ b/python/huggingface_server.Dockerfile @@ -24,11 +24,9 @@ RUN apt-get update -y \ && python3 --version && python3 -m pip --version \ && apt-get clean && rm -rf /var/lib/apt/lists/* -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 -RUN --mount=type=cache,target=/root/.cache/pip curl -sSL https://install.python-poetry.org | python3 - --version $POETRY_VERSION -y -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv # Workaround for https://github.com/openai/triton/issues/2507 and # https://github.com/pytorch/pytorch/issues/107960 -- hopefully @@ -54,8 +52,11 @@ WORKDIR ${WORKSPACE_DIR} FROM base AS build ARG WORKSPACE_DIR -ARG VLLM_VERSION=0.9.0.1 +ARG VLLM_VERSION=0.9.2 ARG LMCACHE_VERSION=0.3.0 +ARG FLASHINFER_VERSION=0.2.6.post1 +# Need a separate CUDA arch list for flashinfer because '7.0' is not supported by flashinfer +ARG FLASHINFER_CUDA_ARCH_LIST="7.5 8.0 8.6 8.9 9.0+PTX" WORKDIR ${WORKSPACE_DIR} @@ -67,15 +68,15 @@ ENV PATH="${WORKSPACE_DIR}/${VENV_PATH}/bin:$PATH" # From this point, all Python packages will be installed in the virtual environment and copied to the final image -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN --mount=type=cache,target=/root/.cache/pypoetry cd kserve && poetry install --no-root --no-interaction --no-cache -COPY kserve kserve -RUN --mount=type=cache,target=/root/.cache/pypoetry cd kserve && poetry install --no-interaction --no-cache +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN --mount=type=cache,target=/root/.cache/uv cd kserve && uv sync --active --no-cache +COPY kserve kserve +RUN --mount=type=cache,target=/root/.cache/uv cd kserve && uv sync --active --no-cache -COPY huggingfaceserver/pyproject.toml huggingfaceserver/poetry.lock huggingfaceserver/health_check.py huggingfaceserver/ -RUN --mount=type=cache,target=/root/.cache/pypoetry cd huggingfaceserver && poetry install --no-root --no-interaction +COPY huggingfaceserver/pyproject.toml huggingfaceserver/uv.lock huggingfaceserver/health_check.py huggingfaceserver/ +RUN --mount=type=cache,target=/root/.cache/uv cd huggingfaceserver && uv sync --active --no-cache COPY huggingfaceserver huggingfaceserver -RUN --mount=type=cache,target=/root/.cache/pypoetry cd huggingfaceserver && poetry install --no-interaction --no-cache +RUN --mount=type=cache,target=/root/.cache/uv cd huggingfaceserver && uv sync --active --no-cache # Install vllm # https://docs.vllm.ai/en/latest/models/extensions/runai_model_streamer.html, https://docs.vllm.ai/en/latest/models/extensions/tensorizer.html @@ -85,6 +86,24 @@ RUN --mount=type=cache,target=/root/.cache/pip pip install vllm[runai,tensorizer # Install lmcache RUN --mount=type=cache,target=/root/.cache/pip pip install lmcache==${LMCACHE_VERSION} +# Use Bash with `-o pipefail` so we can leverage Bash-specific features (like `[[ â€Ļ ]]` for glob tests) +# and ensure that failures in any part of a piped command cause the build to fail immediately. +SHELL ["/bin/bash", "-o", "pipefail", "-c"] + +# Install flashinfer +RUN --mount=type=cache,target=/root/.cache/pip \ + # FlashInfer already has a wheel for PyTorch 2.7.0 and CUDA 12.8. + if [[ "$CUDA_VERSION" == 12.8* ]]; then \ + pip install https://download.pytorch.org/whl/cu128/flashinfer/flashinfer_python-${FLASHINFER_VERSION}%2Bcu128torch2.7-cp39-abi3-linux_x86_64.whl; \ + else \ + export TORCH_CUDA_ARCH_LIST="${FLASHINFER_CUDA_ARCH_LIST}" && \ + git clone --branch v${FLASHINFER_VERSION} --recursive https://github.com/flashinfer-ai/flashinfer.git && \ + cd flashinfer && \ + python3 -m flashinfer.aot && \ + pip install --no-build-isolation . && \ + cd .. && rm -rf flashinfer; \ + fi + # Generate third-party licenses COPY pyproject.toml pyproject.toml COPY third_party/pip-licenses.py pip-licenses.py @@ -122,6 +141,7 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${WORKSPACE_DIR}/${VENV_PATH} ENV PATH="${WORKSPACE_DIR}/${VENV_PATH}/bin:$PATH" +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=build --chown=kserve:kserve ${WORKSPACE_DIR}/third_party third_party @@ -142,5 +162,6 @@ ENV VLLM_NCCL_SO_PATH="/lib/x86_64-linux-gnu/libnccl.so.2" ENV VLLM_WORKER_MULTIPROC_METHOD="spawn" USER 1000 +ENV PYTHONPATH=${WORKSPACE_DIR}/huggingfaceserver ENTRYPOINT ["python3", "-m", "huggingfaceserver"] #################### PROD IMAGE #################### diff --git a/python/huggingface_server_cpu.Dockerfile b/python/huggingface_server_cpu.Dockerfile index 31027723dd9..c533183aa25 100644 --- a/python/huggingface_server_cpu.Dockerfile +++ b/python/huggingface_server_cpu.Dockerfile @@ -18,7 +18,8 @@ RUN apt-get update && \ numactl \ python3.10-dev \ python3.10-venv \ - python3-pip && \ + python3-pip \ + curl && \ apt-get clean && \ apt-get autoclean && \ apt-get autoremove -y && \ @@ -30,10 +31,11 @@ RUN ln -sf "$(which ${PYTHON})" /usr/bin/python FROM base AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ +ln -s /root/.local/bin/uv /usr/local/bin/uv +# Install build dependencies RUN --mount=type=cache,target=/var/cache/apt \ apt-get update && \ apt-get install --no-install-recommends --fix-missing -y \ @@ -43,55 +45,71 @@ RUN --mount=type=cache,target=/var/cache/apt \ apt-get clean && \ rm -rf /var/lib/apt/lists/* -RUN python -m venv ${POETRY_HOME} && \ - ${POETRY_HOME}/bin/pip install --no-cache-dir --upgrade pip && \ - ${POETRY_HOME}/bin/pip install --no-cache-dir poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" - # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" + ARG TORCH_EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu" ARG IPEX_EXTRA_INDEX_URL="https://pytorch-extension.intel.com/release-whl/stable/cpu/us/" ARG TORCH_VERSION=2.7.0 +ARG INTEL_EXTENSION_FOR_PYTORCH_VERSION=2.7.0 ARG TORCHVISION_VERSION=0.22.0 -# Install kserve +# Install kserve using UV COPY kserve kserve RUN cd kserve && \ - poetry install --no-interaction --no-cache && rm -rf ~/.cache/pypoetry + uv sync --active --no-cache && \ + uv cache clean && \ + rm -rf ~/.cache/uv -# Install huggingfaceserver +# Install huggingfaceserver using UV COPY huggingfaceserver huggingfaceserver RUN cd huggingfaceserver && \ - poetry source add --priority=supplemental pytorch-cpu ${TORCH_EXTRA_INDEX_URL} && \ - poetry add --source pytorch-cpu \ - 'torch~='${TORCH_VERSION} \ - 'torchaudio~='${TORCH_VERSION} \ - 'torchvision~='${TORCHVISION_VERSION} && \ - poetry lock --no-update && \ - poetry install --no-interaction --no-cache && rm -rf ~/.cache/pypoetry - -RUN pip install --no-cache-dir --extra-index-url ${TORCH_EXTRA_INDEX_URL} --extra-index-url ${IPEX_EXTRA_INDEX_URL} \ - 'intel_extension_for_pytorch~='${TORCH_VERSION} \ + uv pip install --no-cache-dir --index-url ${TORCH_EXTRA_INDEX_URL} \ + torch==${TORCH_VERSION} \ + torchvision \ + torchaudio && \ + uv sync --active --no-cache && \ + uv cache clean && \ + rm -rf ~/.cache/uv +RUN pip install --no-cache --extra-index-url ${TORCH_EXTRA_INDEX_URL} --extra-index-url ${IPEX_EXTRA_INDEX_URL} \ + 'intel_extension_for_pytorch~='${INTEL_EXTENSION_FOR_PYTORCH_VERSION} \ intel-openmp # install vllm -ARG VLLM_VERSION=0.9.0.1 +ARG VLLM_VERSION=0.9.2 ARG VLLM_CPU_DISABLE_AVX512=true ENV VLLM_CPU_DISABLE_AVX512=${VLLM_CPU_DISABLE_AVX512} ARG VLLM_CPU_AVX512BF16=1 ENV VLLM_CPU_AVX512BF16=${VLLM_CPU_AVX512BF16} ARG VLLM_TARGET_DEVICE=cpu ENV VLLM_TARGET_DEVICE=${VLLM_TARGET_DEVICE} -RUN git clone --single-branch --branch v${VLLM_VERSION} https://github.com/vllm-project/vllm.git && \ - cd vllm && \ - pip install --no-cache-dir -v -r requirements/build.txt && \ - pip install --no-cache-dir -v -r requirements/cpu.txt && \ - python setup.py bdist_wheel && \ - pip install --no-cache-dir dist/vllm-${VLLM_VERSION}*.whl +# Clone vLLM repo +RUN git clone --single-branch --branch v${VLLM_VERSION} https://github.com/vllm-project/vllm.git + +# Install vLLM build requirements +RUN cd vllm && \ + uv pip install --no-cache -v --index-strategy unsafe-best-match -r requirements/cpu-build.txt && \ + uv cache clean + +# Install vLLM cpu requirements +RUN cd vllm && \ + uv pip install --no-cache -v --index-strategy unsafe-best-match -r requirements/cpu.txt && \ + uv cache clean + +# Build vLLM wheel +RUN cd vllm && \ + python setup.py bdist_wheel + +# Install built vLLM wheel +RUN uv pip install --no-cache vllm/dist/vllm-${VLLM_VERSION}*.whl + +# Cleanup vllm source code and caches +RUN rm -rf /vllm /root/.cache/uv /root/.cache/pip /tmp/* + +RUN df -hT # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -117,6 +135,8 @@ COPY --from=builder --chown=kserve:kserve $VIRTUAL_ENV $VIRTUAL_ENV COPY --from=builder --chown=kserve:kserve huggingfaceserver huggingfaceserver COPY --from=builder --chown=kserve:kserve kserve kserve +RUN df -hT + # Set a writable Hugging Face home folder to avoid permission issue. See https://github.com/kserve/kserve/issues/3562 ENV HF_HOME="/tmp/huggingface" # https://huggingface.co/docs/huggingface_hub/en/package_reference/environment_variables#hfhubdisabletelemetry @@ -126,4 +146,5 @@ ENV HF_HUB_DISABLE_TELEMETRY="1" ENV LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libtcmalloc.so.4:/usr/lib/x86_64-linux-gnu/libjemalloc.so.2:${LD_PRELOAD} USER 1000 -ENTRYPOINT ["python", "-m", "huggingfaceserver"] +ENV PYTHONPATH=/huggingfaceserver +ENTRYPOINT ["python", "-m", "huggingfaceserver"] \ No newline at end of file diff --git a/python/huggingfaceserver/Makefile b/python/huggingfaceserver/Makefile index 1b4d20c6fc9..c5afb529696 100644 --- a/python/huggingfaceserver/Makefile +++ b/python/huggingfaceserver/Makefile @@ -4,17 +4,27 @@ TORCH_VERSION ?= 2.7.0 TORCHVISION_VERSION ?= 0.22.0 dev_install: - poetry install --with test --no-interaction + uv sync --active --group test install_dependencies: - poetry install --with=test --no-interaction --no-root - + uv sync --active --group test + install_cpu_dependencies: - poetry source add --priority=supplemental pytorch-cpu ${TORCH_EXTRA_INDEX_URL} - poetry add --source pytorch-cpu 'torch~='${TORCH_VERSION} 'torchaudio~='${TORCH_VERSION} 'torchvision~='${TORCHVISION_VERSION} - poetry lock --no-update - pip install --no-cache-dir --extra-index-url ${TORCH_EXTRA_INDEX_URL} --extra-index-url ${IPEX_EXTRA_INDEX_URL} 'intel_extension_for_pytorch~='${TORCH_VERSION} - poetry install --with=test --no-interaction --no-root + uv add --active \ + "torch~=${TORCH_VERSION}" \ + "torchaudio~=${TORCH_VERSION}" \ + "torchvision~=${TORCHVISION_VERSION}" \ + --index ${TORCH_EXTRA_INDEX_URL} \ + --index-strategy unsafe-best-match + + uv lock + + uv add --active \ + "intel_extension_for_pytorch~=${TORCH_VERSION}" \ + --index ${IPEX_EXTRA_INDEX_URL} \ + --index-strategy unsafe-best-match + + uv sync --active --no-cache --dev --group test test: type_check pytest -W ignore diff --git a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py index 77dcf6a73f4..8eed865807c 100644 --- a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py +++ b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py @@ -188,7 +188,7 @@ async def start_engine(self): self.openai_serving_models, request_logger=self.request_logger, ) - if self.model_config.task == "score" + if self.model_config.task == "classify" else None ) diff --git a/python/huggingfaceserver/poetry.lock b/python/huggingfaceserver/poetry.lock deleted file mode 100644 index d57090181f8..00000000000 --- a/python/huggingfaceserver/poetry.lock +++ /dev/null @@ -1,6315 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - -[[package]] -name = "accelerate" -version = "1.7.0" -description = "Accelerate" -optional = false -python-versions = ">=3.9.0" -files = [ - {file = "accelerate-1.7.0-py3-none-any.whl", hash = "sha256:cf57165cca28769c6cf2650812371c81b18e05743dfa3c748524b1bb4f2b272f"}, - {file = "accelerate-1.7.0.tar.gz", hash = "sha256:e8a2a5503d6237b9eee73cc8d36cf543f9c2d8dd2c6713450b322f5e6d53a610"}, -] - -[package.dependencies] -huggingface-hub = ">=0.21.0" -numpy = ">=1.17,<3.0.0" -packaging = ">=20.0" -psutil = "*" -pyyaml = "*" -safetensors = ">=0.4.3" -torch = ">=2.0.0" - -[package.extras] -deepspeed = ["deepspeed"] -dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-order", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.11.2,<0.12.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] -quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.11.2,<0.12.0)"] -rich = ["rich"] -sagemaker = ["sagemaker"] -test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] -test-fp8 = ["torchao"] -test-prod = ["parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-order", "pytest-subtests", "pytest-xdist"] -test-trackers = ["comet-ml", "dvclive", "matplotlib", "mlflow", "tensorboard", "wandb"] -testing = ["bitsandbytes", "datasets", "diffusers", "evaluate", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-order", "pytest-subtests", "pytest-xdist", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"] - 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Not intended for use outside KServe Frameworks Images." -authors = ["Dan Sun "] -license = "Apache-2.0" readme = "README.md" -packages = [{ include = "huggingfaceserver" }] -[tool.poetry.dependencies] -python = ">=3.9,<3.13" -kserve = { path = "../kserve", extras = ["storage", "llm"], develop = true } -transformers = ">=4.51.2" -accelerate = "^1.6.0" -torch = ">=2.7.0" -triton = ">=3.2.0" -vllm = "0.9.0.1" -bitsandbytes = ">=0.45.3" -flashinfer-python = "~0.2.5" -modelscope = "^1.16.0" -setuptools = ">=70.0.0" - -[tool.poetry.group.test] -optional = true - -[tool.poetry.group.test.dependencies] -pytest = "^7.4.4" -pytest-cov = "^5.0.0" -mypy = "^0.991" -pytest-asyncio = ">=0.23.4, <1.0.0" -pytest_httpx = "^v0.30.0" -einops = "^0.8.0" -openai = "^1.59.9" - -[tool.poetry.group.dev] -optional = true - -[tool.poetry.group.dev.dependencies] -black = { version = "~24.3.0", extras = ["colorama"] } - -[tool.poetry-version-plugin] -source = "file" -file_path = "../VERSION" - -[build-system] -requires = ["poetry-core>=1.0.0"] -build-backend = "poetry.core.masonry.api" +[dependency-groups] +test = [ + "pytest<8.0.0,>=7.4.4", + "pytest-cov<6.0.0,>=5.0.0", + "mypy<1.0,>=0.991", + "pytest-asyncio<1.0.0,>=0.23.4", + "pytest-httpx<1.0.0,>=0.30.0", + "einops<1.0.0,>=0.8.0", + "openai<2.0.0,>=1.59.9", +] +dev = [ + "black[colorama]~=24.3.0", +] diff --git a/python/huggingfaceserver/tests/setup_vllm.sh b/python/huggingfaceserver/tests/setup_vllm.sh index c3dc5ad7604..5ef7b7e7e25 100644 --- a/python/huggingfaceserver/tests/setup_vllm.sh +++ b/python/huggingfaceserver/tests/setup_vllm.sh @@ -3,7 +3,7 @@ set -e TORCH_EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu" -VLLM_VERSION=v0.9.0.1 +VLLM_VERSION=v0.9.2 VLLM_DIR=vllm-clone VLLM_TARGET_DEVICE="${VLLM_TARGET_DEVICE:-cpu}" @@ -17,7 +17,7 @@ case $VLLM_TARGET_DEVICE in ;; esac -source $(poetry env info -p)/bin/activate +source /mnt/python/huggingfaceserver-cpu-venv/bin/activate mkdir $VLLM_DIR cd $VLLM_DIR @@ -27,7 +27,7 @@ pip install --upgrade pip case $VLLM_TARGET_DEVICE in cpu) pip uninstall -y torch torchvision torchaudio && \ - pip install -r requirements/build.txt -r requirements/cpu.txt --extra-index-url ${TORCH_EXTRA_INDEX_URL} + pip install -r requirements/cpu-build.txt -r requirements/cpu.txt --extra-index-url ${TORCH_EXTRA_INDEX_URL} ;; esac diff --git a/python/huggingfaceserver/uv.lock b/python/huggingfaceserver/uv.lock new file mode 100644 index 00000000000..ce63454bc1d --- /dev/null +++ b/python/huggingfaceserver/uv.lock @@ -0,0 +1,4762 @@ +version = 1 +revision = 2 +requires-python = ">=3.9, <3.13" +resolution-markers = [ + "python_full_version >= '3.12' and sys_platform == 'darwin'", + "python_full_version >= '3.12' and platform_machine == 'aarch64' and sys_platform == 'linux'", + "(python_full_version >= '3.12' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.12' and sys_platform != 'darwin' and sys_platform != 'linux')", + "python_full_version == 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a/python/kserve/Makefile b/python/kserve/Makefile index 9f7760b8e1f..5ebdb7d0e5a 100644 --- a/python/kserve/Makefile +++ b/python/kserve/Makefile @@ -1,10 +1,10 @@ .PHONY: test dev_install: - poetry install --with test --extras "storage ray llm" + uv sync --active --group test --extra storage --extra ray --extra llm install_dependencies: - poetry install --with=test --no-interaction --no-root --extras "storage ray llm" + uv sync --active --group test --extra storage --extra ray --extra llm test: cd ../ && pytest -W ignore kserve/test diff --git a/python/kserve/README.md b/python/kserve/README.md index c2c90e9bc78..d047515de1f 100644 --- a/python/kserve/README.md +++ b/python/kserve/README.md @@ -3,7 +3,7 @@ Python SDK for KServe Server and Client. ## Installation -KServe Python SDK can be installed by `pip` or `poetry`. +KServe Python SDK can be installed by `pip` or `uv`. ### pip install @@ -16,20 +16,16 @@ To install Kserve with storage support pip install kserve[storage] ``` -### Poetry +### UV -Install via [Poetry](https://python-poetry.org/). +Install via [uv](https://docs.astral.sh/uv/). ```sh make dev_install ``` To install Kserve with storage support ```sh -poetry install -E storage -``` -or -```sh -poetry install --extras "storage" +uv install --extra storage ``` ## KServe Python Server diff --git a/python/kserve/pyproject.toml b/python/kserve/pyproject.toml index 2a51b072289..59a70f17b63 100644 --- a/python/kserve/pyproject.toml +++ b/python/kserve/pyproject.toml @@ -1,119 +1,97 @@ -[tool.poetry] +[project] +authors = [ + {name = "The KServe Authors", email = "dsun20@bloomberg.net"}, + {name = "The KServe Authors", email = "ellisbigelow@google.com"}, + {name = "The KServe Authors", email = "hejinchi@cn.ibm.com"}, +] +license = {text = "Apache-2.0"} +requires-python = "<3.13,>=3.9" +dependencies = [ + "uvicorn[standard]<1.0.0,>=0.30.6", + "fastapi>=0.115.3", + "cloudevents<2.0.0,>=1.6.2", + "six<2.0.0,>=1.16.0", + "kubernetes>=23.3.0", + "python-dateutil<3.0.0,>=2.8.0", + "numpy<3.0.0,>=1.26.0", + "psutil<6.0.0,>=5.9.6", + "grpcio<2.0.0,>=1.60.0", + "grpc-interceptor<1.0.0,>=0.15.4", + "protobuf<5.0.0,>=4.25.4", + "prometheus-client<1.0.0,>=0.20.0", + "orjson<4.0.0,>=3.9.15", + "httpx<1.0.0,>=0.27.2", + "timing-asgi<1.0.0,>=0.3.0", + "tabulate<1.0.0,>=0.9.0", + "pandas<3.0.0,>=2.2.0", + "pydantic<3.0.0,>=2.5.0", + "pyyaml<7.0.0,>=6.0.0", +] name = "kserve" version = "0.15.2" description = "KServe Python SDK" -authors = [ - "The KServe Authors ", - "The KServe Authors ", - "The KServe Authors ", -] -license = "Apache-2.0" readme = "README.md" -repository = "https://github.com/kserve/kserve/tree/master/python/kserve" classifiers = [ - "Intended Audience :: Developers", - "Intended Audience :: Education", - "Intended Audience :: Science/Research", - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Programming Language :: Python :: 3.11", - "Programming Language :: Python :: 3.12", - "License :: OSI Approved :: Apache Software License", - "Operating System :: OS Independent", - "Topic :: Scientific/Engineering", - "Topic :: Scientific/Engineering :: Artificial Intelligence", - "Topic :: Software Development", - "Topic :: Software Development :: Libraries", - "Topic :: Software Development :: Libraries :: Python Modules", + "Intended Audience :: Developers", + "Intended Audience :: Education", + "Intended Audience :: Science/Research", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "License :: OSI Approved :: Apache Software License", + "Operating System :: OS Independent", + "Topic :: Scientific/Engineering", + "Topic :: Scientific/Engineering :: Artificial Intelligence", + "Topic :: Software Development", + "Topic :: Software Development :: Libraries", + "Topic :: Software Development :: Libraries :: Python Modules", ] -packages = [{ include = "kserve" }] -exclude = ["kserve/storage/test"] -[tool.poetry.dependencies] -python = ">=3.9,<3.13" -uvicorn = { version = "^0.30.6", extras = ["standard"] } -fastapi = ">=0.115.3" -cloudevents = "^1.6.2" -six = "^1.16.0" -kubernetes = ">=23.3.0" -python-dateutil = "^2.8.0" -numpy = ">=1.26.0,<3.0.0" -psutil = "^5.9.6" -grpcio = "^1.60.0" -grpc-interceptor = ">=0.15.4,<1.0.0" -protobuf = "^4.25.4" -prometheus-client = "^0.20.0" -orjson = "^3.9.15" -httpx = "^0.27.2" -timing-asgi = "^0.3.0" -tabulate = "^0.9.0" -pandas = "^2.2.0" -pydantic = "^2.5.0" -pyyaml = "^6.0.0" - -# Storage dependencies. They can be opted into by apps. -requests = { version = "^2.32.2", optional = true } -google-cloud-storage = { version = "^2.14.0", optional = true } -azure-storage-blob = { version = "^12.20.0", optional = true } -azure-storage-file-share = { version = "^12.16.0", optional = true } -azure-identity = { version = "^1.15.0", optional = true } -boto3 = { version = "^1.29.0", optional = true } -huggingface-hub = { version = ">=0.32.0", extras = [ - "hf-transfer", -], optional = true } - -# Logging dependencies. They can be opted into by apps. -asgi-logger = { version = "^0.1.0", optional = true } - -# Ray dependency -ray = { version = ">=2.43.0", extras = ["serve"], optional = true } - -# OpenAI Types dependency -vllm = { version = "0.9.0.1", optional = true } +[project.urls] +repository = "https://github.com/kserve/kserve/tree/master/python/kserve" -[tool.poetry.extras] +[project.optional-dependencies] storage = [ - "requests", - "google-cloud-storage", - "azure-storage-blob", - "azure-storage-file-share", - "azure-identity", - "boto3", - "huggingface-hub", - + "requests<3.0.0,>=2.32.2", + "google-cloud-storage<3.0.0,>=2.14.0", + "azure-storage-blob<13.0.0,>=12.20.0", + "azure-storage-file-share<13.0.0,>=12.16.0", + "azure-identity<2.0.0,>=1.15.0", + "boto3<2.0.0,>=1.29.0", + "huggingface-hub[hf-transfer]>=0.32.0", +] +logging = [ + "asgi-logger<1.0.0,>=0.1.0", +] +ray = [ + "ray[serve]>=2.43.0", +] +llm = [ + "vllm==0.9.2", + "transformers<4.54.0" ] -logging = ["asgi-logger"] -ray = ["ray"] -llm = ["vllm"] - -[tool.poetry.group.test] -optional = true - -[tool.poetry.group.test.dependencies] -pytest = "^7.4.4" -pytest-cov = "^5.0.0" -pytest-xdist = "^3.0.2" -pytest-asyncio = ">=0.23.4, <1.0.0" -pytest_httpx = "^v0.30.0" -mypy = "^0.991" -portforward = "^0.6.2" -avro = "^1.11.0" -tomlkit = "^0.12.0" -jinja2 = "^3.1.4" -grpcio-testing = "^1.60.0" -timeout-sampler = "^1.0.0" - -[tool.poetry.group.dev] -optional = true - -[tool.poetry.group.dev.dependencies] -black = { version = "~24.3.0", extras = ["colorama"] } -[tool.poetry-version-plugin] -source = "file" -file_path = "../VERSION" +[dependency-groups] +test = [ + "pytest<8.0.0,>=7.4.4", + "pytest-cov<6.0.0,>=5.0.0", + "pytest-xdist<4.0.0,>=3.0.2", + "pytest-asyncio<1.0.0,>=0.23.4", + "pytest-httpx<1.0.0,>=0.30.0", + "mypy<1.0,>=0.991", + "portforward<1.0.0,>=0.6.2", + "avro<2.0.0,>=1.11.0", + "tomlkit<1.0.0,>=0.12.0", + "jinja2<4.0.0,>=3.1.4", + "grpcio-testing<2.0.0,>=1.60.0", + "timeout-sampler<2.0.0,>=1.0.0", +] +dev = 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$VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# Install dependencies for kserve using uv +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# Install dependencies for lgbserver using uv +COPY lgbserver/pyproject.toml lgbserver/uv.lock lgbserver/ +RUN cd lgbserver && uv sync --active --no-cache -COPY lgbserver/pyproject.toml lgbserver/poetry.lock lgbserver/ -RUN cd lgbserver && poetry install --no-root --no-interaction --no-cache COPY lgbserver lgbserver -RUN cd lgbserver && poetry install --no-interaction --no-cache +RUN cd lgbserver && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -38,6 +39,7 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ---------- Production image ---------- FROM ${BASE_IMAGE} AS prod RUN apt-get update && apt-get install -y --no-install-recommends \ @@ -45,11 +47,14 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ apt-get clean && \ rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* +COPY third_party third_party + # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -ENV PATH="$VIRTUAL_ENV/bin:$PATH" +ENV PATH="${VIRTUAL_ENV}/bin:$PATH" +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -58,4 +63,5 @@ COPY --from=builder kserve kserve COPY --from=builder lgbserver lgbserver USER 1000 +ENV PYTHONPATH=/lgbserver ENTRYPOINT ["python", "-m", "lgbserver"] diff --git a/python/lgbserver/Makefile b/python/lgbserver/Makefile index 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a/python/paddle.Dockerfile b/python/paddle.Dockerfile index c8293e3bbcf..375930d1dd4 100644 --- a/python/paddle.Dockerfile +++ b/python/paddle.Dockerfile @@ -1,35 +1,38 @@ +# syntax=docker/dockerfile:1.4 + ARG PYTHON_VERSION=3.11 ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv FROM ${BASE_IMAGE} AS builder -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 - -# Required for building packages for arm64 arch -RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ +# Install system dependencies +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev curl build-essential && apt-get clean && \ rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv and ensure it's in PATH +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# Install kserve dependencies using uv +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# Install paddleserver dependencies using uv +COPY paddleserver/pyproject.toml paddleserver/uv.lock paddleserver/ +RUN cd paddleserver && uv sync --active --no-cache -COPY paddleserver/pyproject.toml paddleserver/poetry.lock paddleserver/ -RUN cd paddleserver && poetry install --no-root --no-interaction --no-cache COPY paddleserver paddleserver -RUN cd paddleserver && poetry install --no-interaction --no-cache +RUN cd paddleserver && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -38,18 +41,20 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ---------- Production image ---------- FROM ${BASE_IMAGE} AS prod RUN apt-get update && \ apt-get install -y --no-install-recommends libgomp1 && \ apt-get clean && \ - rm -rf /var/lib/apt/lists/* + rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -ENV PATH="$VIRTUAL_ENV/bin:$PATH" +ENV PATH="${VIRTUAL_ENV}/bin:$PATH" +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -58,4 +63,5 @@ COPY --from=builder kserve kserve COPY --from=builder paddleserver paddleserver USER 1000 +ENV PYTHONPATH=/paddleserver ENTRYPOINT ["python", "-m", "paddleserver"] 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\ No newline at end of file diff --git a/python/paddleserver/paddleserver/inference_model/cat_dog.pdiparams b/python/paddleserver/paddleserver/inference_model/cat_dog.pdiparams new file mode 100644 index 00000000000..6c5d3e896e8 Binary files /dev/null and b/python/paddleserver/paddleserver/inference_model/cat_dog.pdiparams differ diff --git a/python/paddleserver/paddleserver/inference_model/dog.jpg b/python/paddleserver/paddleserver/inference_model/dog.jpg new file mode 100644 index 00000000000..09af4cbc8e4 Binary files /dev/null and b/python/paddleserver/paddleserver/inference_model/dog.jpg differ diff --git a/python/paddleserver/paddleserver/model.py b/python/paddleserver/paddleserver/model.py index 6e9ec05fc5a..2923ea4f0dc 100644 --- a/python/paddleserver/paddleserver/model.py +++ b/python/paddleserver/paddleserver/model.py @@ -36,20 +36,32 @@ def __init__(self, name: str, model_dir: str): self.output_tensor = None def load(self) -> bool: - def get_model_files(ext: str) -> str: - file_list = [] - for filename in os.listdir(model_path): - if filename.endswith(ext): - file_list.append(filename) - if len(file_list) == 0: - raise Exception("Missing {} model file".format(ext)) - if len(file_list) > 1: - raise Exception("More than one {} model file".format(ext)) - return os.path.join(model_path, file_list[0]) + def get_model_file(primary_ext: str, fallback_ext: str = None) -> str: + def find_file_with_ext(ext): + matches = [f for f in os.listdir(model_path) if f.endswith(ext)] + if len(matches) == 1: + return os.path.join(model_path, matches[0]) + elif len(matches) > 1: + raise Exception(f"More than one {ext} model file found.") + return None + + file_path = find_file_with_ext(primary_ext) + if file_path: + return file_path + + if fallback_ext: + file_path = find_file_with_ext(fallback_ext) + if file_path: + return file_path + + raise Exception( + f"Missing model file with extension '{primary_ext}'" + + (f" or '{fallback_ext}'" if fallback_ext else "") + ) model_path = Storage.download(self.model_dir) config = inference.Config( - get_model_files(".pdmodel"), get_model_files(".pdiparams") + get_model_file(".pdmodel", ".json"), get_model_file(".pdiparams") ) # TODO: add GPU support config.disable_gpu() diff --git a/python/paddleserver/paddleserver/test_model.py b/python/paddleserver/paddleserver/test_model.py index 532b7d90f50..e1dc87f4d85 100644 --- a/python/paddleserver/paddleserver/test_model.py +++ b/python/paddleserver/paddleserver/test_model.py @@ -19,10 +19,10 @@ import cv2 from paddleserver import PaddleModel -model_dir = os.path.join(os.path.dirname(__file__), "example_models", "pyramidbox_lite") +model_dir = os.path.join(os.path.dirname(__file__), "inference_model") -def face_detect_preprocess(img, shrink=0.3): +def image_preprocess(img, shrink=0.3): # BGR img_shape = img.shape img = cv2.resize( @@ -49,24 +49,30 @@ def test_model(): server = PaddleModel("model", model_dir) server.load() - def test_img(filename: str, expected: int): + def test_img(filename: str, expected_class: int): img = cv2.imread(os.path.join(model_dir, filename)) - input_data = face_detect_preprocess(img) - request = {"instances": input_data} - response = server.predict(request) - faces = response["predictions"] - assert sum(face[1] > 0.5 for face in faces) == expected - # test v2 infer call + try: + input_data = image_preprocess(img) + except Exception as e: + assert False, f"Image processing failed: {str(e)}" + + request = {"instances": input_data.tolist()} + legacy_response = server.predict(request) + legacy_pred = np.argmax(legacy_response["predictions"][0]) + assert legacy_pred == expected_class + + # V2 format infer_input = InferInput( - name="input-0", + name="inputs", shape=list(input_data.shape), datatype=from_np_dtype(input_data.dtype), data=input_data, ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) - response = server.predict(infer_request) - infer_dict, _ = response.to_rest() - assert 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and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. diff --git a/python/plugin/poetry-version-plugin/README.md b/python/plugin/poetry-version-plugin/README.md deleted file mode 100644 index cfa7d1df776..00000000000 --- a/python/plugin/poetry-version-plugin/README.md +++ /dev/null @@ -1,368 +0,0 @@ -# Poetry Version Plugin - - - Test - - - Publish - - - Coverage - - - Package version - - -A [**Poetry**](https://python-poetry.org/) plugin for dynamically extracting the package **version**. - -It can read the version from a file `__init__.py` with: - -```python -# __init__.py - -__version__ = "0.1.0" -``` - -Alternatively, it can read it from a **git tag**, set with a GitHub release or with: - -```console -$ git tag 0.1.0 -``` - -🚨 Consider this in the alpha stage. Read the warning below. - -## When to use - -This is useful mainly if you are building a package library for others to use and you want to set the version in a place different than `pyproject.toml`, but you still want to keep a [single source of truth](https://en.wikipedia.org/wiki/Single_source_of_truth). - -It won't be helpful in other use cases like managing local app environments with Poetry. - -## How to use - -Make sure you have Poetry version `1.2.0a1` or above. Read below for instructions to install it if you haven't. - -### Install Poetry Version Plugin - -Install this plugin to your Poetry: - -```console -$ poetry self add poetry-version-plugin - ---> 100% -``` - -### Set version in init file - -Set your package version in your file `__init__.py`, for example: - -```python -from .main import do_awesome_stuff, AwesomeClass - -__version__ = "0.2.3" -``` - -And then edit your `pyproject.toml` with a section containing: - -```toml -[tool.poetry-version-plugin] -source = "init" -``` - -Next, build your project. It will show an output like: - -```console -$ poetry build -Using __init__.py file at my_awesome_package/__init__.py for dynamic version -Setting package dynamic version to __version__ variable from __init__.py: 0.1.9 -Building my-awesome-package (0.1.9) - - Building sdist - - Built my-awesome-package-0.1.9.tar.gz - - Building wheel - - Built my-awesome-package-0.1.9-py3-none-any.whl -``` - -### Set the version in a Git tag - -Alternatively, to extract the version to use from a Git tag, add a section: - -```toml -[tool.poetry-version-plugin] -source = "git-tag" -``` - -Then create a git tag, for example: - -```console -$ git tag 0.1.3 -``` - -In this case, when building your project, it will show an output like: - -```console -$ poetry build -Git tag found, setting dynamic version to: 0.1.3 -Building my-awesome-package (0.1.3) - - Building sdist - - Built my-awesome-package-0.1.3.tar.gz - - Building wheel - - Built my-awesome-package-0.1.3-py3-none-any.whl -``` - -## Version in `pyproject.toml` - -Currently (2021-05-24) Poetry requires a `version` configuration in the `pyproject.toml`, even if you use this plugin. - -When using this plugin, that `version` config won't be used, but Poetry still requires it to be present in the `pyproject.toml`. - -To make it more evident that you are not using that `version` you can set it to `0`. - -```toml -[tool.poetry] -name = "my-awesome-package" -version = "0" -``` - -That way, you will more easily notice if the plugin is not installed, as it will show that you are building a package with version `0` instead of the dynamic version set. - -## An example `pyproject.toml` - -A short, minimal example `pyproject.toml` could look like: - -```toml -[tool.poetry] -name = "my-awesome-package" -version = "0" -description = "" -authors = ["Rick Sanchez "] -readme = "README.md" - -[tool.poetry.dependencies] -python = "^3.6" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" - -[tool.poetry-version-plugin] -source = "init" -``` - -## Why - -By default, Poetry expects you to set your package version in `pyproject.toml`. And that would work in most cases. - -But imagine you want to expose the version of your package in a `__version__` variable so that your users can do things like: - -```python -import my_awesome_package -print(my_awesome_package.__version__) -``` - -You could manually write the `__version__` variable and handle the synchronization between it and the `pyproject.toml` yourself, which is very **error-prone**. - -The current [official way of doing it without duplicating the value](https://github.com/python-poetry/poetry/pull/2366#issuecomment-652418094) is with `importlib.metadata`. - -But that module is only available in Python 3.8 and above. So, for Python 3.7 and 3.6 you have to install a backport as a dependency of your package: - -```toml -[tool.poetry.dependencies] -importlib-metadata = {version = "^1.0", python = "<3.8"} -``` - -But then, when they release each new version of the backport (currently `4.0.1`), you have to update it (or not). And your users would have to manually handle conflicts with any other packages that also depend on `importlib-metadata` which could be multiple, as many packages could be doing the same trick (I've dealt with that). - -The other option is not to pin any version range of your `importlib-metadata` in your `pyproject.toml` and hope for the best. - -And then your `__init__.py` would have to include code using it, like: - -```python -# I don't want this extra complexity 😔 -# And it doesn't work in Docker 🐋 -try: - import importlib.metadata as importlib_metadata -except ModuleNotFoundError: - import importlib_metadata - -__version__ = importlib_metadata.version(__name__) -``` - -But that code is extra complexity and logic needed in your code, in each of your packages. - -🚨 Additionally, this only works when your package is installed in a Python environment. It won't work if, for example, you simply put your code in a **container**, which is common for web apps and distributed systems. - -### How this plugin solves it - -With this plugin, your package doesn't depend on `importlib-metadata`, so your users won't need to handle conflicts or extra dependencies. - -Instead, your build system (Poetry) is what needs to have this plugin installed. - -That avoids the extra code complexity on your side, dependency conflicts for your users, and support for other use cases like code copied directly inside a container. - -### Version from Git tag - -Alternatively, this plugin can also extract the version from a Git tag. - -So, you could only create each version in a Git tag (for example, a GitHub release) instead of writing it in code. - -And then build the package on Continuous Integration (e.g. GitHub Actions). And this plugin would get the version of the package from that Git tag. - -## Install Poetry `1.2.0a1` - -For this plugin to work, you need Poetry version `1.2.0a1` or above. - -[Poetry `1.2.0a1` was released recently](https://python-poetry.org/blog/announcing-poetry-1-2-0a1.html). - -There's a high chance you already have installed Poetry `1.1.x`. - -The first step is to uninstall it: - -```console -$ curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py -O ---> 100% - -$ python get-poetry.py --uninstall ---> 100% -``` - -And then install the new Poetry with the new installer: - -```console -$ curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/install-poetry.py -O ---> 100% - -$ python install-poetry.py --preview ---> 100% -``` - -🔍 Notice that the new installer file is named `install-poetry.py` instead of `get-poetry.py`. Also, notice that, currently, you need to set `--preview` for it to install the alpha version `1.2.0a1`. - -You can check that it worked with: - -```console -$ poetry --version -Poetry (version 1.2.0a1) -``` - -## Support for version in init file - -When using a `__version__` variable in your `__init__.py` you can have more logic in that file, import modules, and do more things above and below the declaration of that variable. - -But the value has to be a literal string, like: - -```python -___version___ = "0.2.0" -``` - -...instead of calling a function or something similar. - -And the variable has to be at the top-level, so it can't be inside an `if` statement or similar. - -This is all fine and supported in your `__init__.py`: - -```python -# __init__.py - -# This is all valid 👍✅ - -from .main import do_awesome_stuff, AwesomeClass - -awesome = AwesomeClass() - -# Some comment explaining why this is commented out -# __version__ = "1.0.0" - -__version__ = "0.2.3" - -if __name__ == "__main__": - awesome.run() -``` - -This example is all valid and supported, and it includes: - -* Imports -* Other objects and variables -* Comments -* The same string `__version__` inside a comment -* If blocks around - ---- - -But this is not supported: - -```python -# 🚨 Not supported - -if 2 == 2: - __version__ = "0.1.0 -``` - -And this is not supported: - -```python -# 🚨 Not supported - -def get_version(): - return "0.2.0" - -__version__ = get_version() -``` - -## How the plugin works - -Poetry runs the plugin when building a package, and it sets the version right before creating the "package distributable" (e.g., the wheel). - -### How the version variable works - -If you have a package (a single package) declared in the `packages` config in your `pyproject.toml`, the plugin will use that package's `__init__.py` to find the `__version__` variable. - -If you don't have any `packages` config, the plugin will assume that you have a single package named as your project, but in the module version (changing `-` for `_`). So, if your package is `my-awesome-project`, the plugin will use the file at `my_awesome_project/__init__.py` to find the `__version__` variable. - -This file structure is the default if you create a new project with the command `poetry new`, so it should work as expected. ✨ - -The way the plugin works internally is by parsing the `__init__.py` file. Reading the Python's "Abstract Syntax Tree" using the `ast` standard module and extracting the literal value of the string. So, it doesn't execute the code in `__init__.py`, it only reads it as Python code. - -The plugin doesn't try to import and execute that `__init__.py` file because that could require extra computation, external dependencies, etc. And it doesn't try to extract the `__version__` with regular expressions, as that would be prone to errors if, for example, there was some other `__version__` somewhere in the code, in a comment or inside a string. - -## Warning - -🚨 Consider this in the alpha stage. Poetry `1.2.0a1` with support for plugins was released on 2021-05-21. I started writing this plugin 3 days later, on 2021-05-24. - -Things might break in Poetry or in this plugin. So, please try it and test it very carefully before fully adopting it for delicate systems. - -The way it works might change, and the specific configuration might change. - -Also, if you don't find the following sections intuitive: - -```toml -[tool.poetry-version-plugin] -source = "init" -``` - -and - -```toml -[tool.poetry-version-plugin] -source = "git-tag" -``` - -let me know what alternative configuration would make more sense and be more intuitive to you. - -👍 The good news is, assuming you are building packages to then upload them to PyPI for your users to download and use them, the **worst that could happen** if something broke is that you wouldn't be able to build a new version until something is fixed or changed. But your users shouldn't be affected in any way. - -## Release Notes - -### Latest Changes - -* ✏ī¸ Fix typos and rewording in README.md. PR [#8](https://github.com/tiangolo/poetry-version-plugin/pull/8) by [@Gl0deanR](https://github.com/Gl0deanR). -### 0.1.3 - -* ✨ Improve logs, prefix with plugin name. PR [#6](https://github.com/tiangolo/poetry-version-plugin/pull/6) by [@tiangolo](https://github.com/tiangolo). -* 🔧 Update pyproject metadata. PR [#5](https://github.com/tiangolo/poetry-version-plugin/pull/5) by [@tiangolo](https://github.com/tiangolo). -* ✅ Fix coverage. PR [#4](https://github.com/tiangolo/poetry-version-plugin/pull/4) by [@tiangolo](https://github.com/tiangolo). -* 📝 Improve docs. PR [#3](https://github.com/tiangolo/poetry-version-plugin/pull/3) by [@tiangolo](https://github.com/tiangolo). -* 🐛 Fix tests for CI. PR [#1](https://github.com/tiangolo/poetry-version-plugin/pull/1) by [@tiangolo](https://github.com/tiangolo). -* 👷 Fix Latest Changes action, set branch to main. PR [#2](https://github.com/tiangolo/poetry-version-plugin/pull/2) by [@tiangolo](https://github.com/tiangolo). - -## License - -This project is licensed under the terms of the MIT license. diff --git a/python/plugin/poetry-version-plugin/debug.py b/python/plugin/poetry-version-plugin/debug.py deleted file mode 100644 index e3fe597aebb..00000000000 --- a/python/plugin/poetry-version-plugin/debug.py +++ /dev/null @@ -1,34 +0,0 @@ -# Copyright 2023 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import os -from pathlib import Path - -from cleo.testers.command_tester import CommandTester -from poetry.console.application import Application - - -def poetry_build(): - application = Application() - command = application.find("build") - command_tester = CommandTester(command) - command_tester.execute() - - -package_path = Path("tests/assets/no_packages") - - -if __name__ == "__main__": - os.chdir(package_path) - poetry_build() diff --git a/python/plugin/poetry-version-plugin/mypy.ini b/python/plugin/poetry-version-plugin/mypy.ini deleted file mode 100644 index 1bc08279d8c..00000000000 --- a/python/plugin/poetry-version-plugin/mypy.ini +++ /dev/null @@ -1,6 +0,0 @@ -[mypy] -ignore_missing_imports = True - -[mypy-poetry_version_plugin.*] -disallow_untyped_defs = True -strict = True diff --git a/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py b/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py deleted file mode 100644 index 98eb11df8f4..00000000000 --- a/python/plugin/poetry-version-plugin/poetry_version_plugin/plugin.py +++ /dev/null @@ -1,140 +0,0 @@ -# Copyright 2023 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import ast -import subprocess -from pathlib import Path -from typing import Any, Dict, Optional - -from cleo.io.io import IO -from poetry.plugins.plugin import Plugin -from poetry.poetry import Poetry -from poetry.core.utils.helpers import module_name - - -class VersionPlugin(Plugin): # type: ignore - def activate(self, poetry: Poetry, io: IO) -> None: - poetry_version_config: Optional[Dict[str, Any]] = poetry.pyproject.data.get( - "tool", {} - ).get("poetry-version-plugin") - if poetry_version_config is None: - return - version_source = poetry_version_config.get("source") - version_file_path = poetry_version_config.get("file_path") - if not version_source: - message = ( - "poetry-version-plugin: No source configuration found in " - "[tool.poetry-version-plugin] in pyproject.toml, not extracting " - "dynamic version" - ) - io.write_error_line(message) - raise RuntimeError(message) - - # Update version using file - if version_source == "file" and version_file_path: - with open(version_file_path, "r") as version_file: - version = version_file.read().strip() - poetry.package._set_version(version) - io.write_line( - "poetry-version-plugin: New package " - "version is updated from given file " - f"version is: {version}" - ) - content: dict[str, Any] = poetry.file.read() - poetry_content = content["tool"]["poetry"] - poetry_content["version"] = version - poetry.file.write(content) - io.write_line( - "poetry-version-plugin: New version updated in toml file" - ) - - if version_source == "init": - packages = poetry.local_config.get("packages") - if packages: - if len(packages) == 1: - package_name = packages[0]["include"] - else: - message = ( - "poetry-version-plugin: More than one package set, " - "cannot extract dynamic version" - ) - io.write_error_line(message) - raise RuntimeError(message) - else: - package_name = module_name(poetry.package.name) - init_path = Path(package_name) / "__init__.py" - if not init_path.is_file(): - message = ( - "poetry-version-plugin: __init__.py file not found at " - f"{init_path} cannot extract dynamic version" - ) - io.write_error_line(message) - raise RuntimeError(message) - else: - io.write_line( - "poetry-version-plugin: Using __init__.py file at " - f"{init_path} for dynamic version" - ) - tree = ast.parse(init_path.read_text()) - for el in tree.body: - if isinstance(el, ast.Assign): - if len(el.targets) == 1: - target = el.targets[0] - if isinstance(target, ast.Name): - if target.id == "__version__": - value_node = el.value - if isinstance(value_node, ast.Constant): - version = value_node.value - elif isinstance(value_node, ast.Str): - version = value_node.s - else: # pragma: nocover - # This is actually covered by tests, but can't be - # reported by Coverage - # Ref: https://github.com/nedbat/coveragepy/issues/198 - continue - io.write_line( - "poetry-version-plugin: Setting package " - "dynamic version to __version__ " - f"variable from __init__.py: {version}" - ) - poetry.package._set_version(version) - return - message = ( - "poetry-version-plugin: No valid __version__ variable found " - "in __init__.py, cannot extract dynamic version" - ) - io.write_error_line(message) - raise RuntimeError(message) - elif version_source == "git-tag": - result = subprocess.run( - ["git", "describe", "--exact-match", "--tags", "HEAD"], - stdin=subprocess.PIPE, - stdout=subprocess.PIPE, - universal_newlines=True, - ) - if result.returncode == 0: - tag = result.stdout.strip() - io.write_line( - "poetry-version-plugin: Git tag found, setting " - f"dynamic version to: {tag}" - ) - poetry.package._set_version(tag) - return - else: - message = ( - "poetry-version-plugin: No Git tag found, not " - "extracting dynamic version" - ) - io.write_error_line(message) - raise RuntimeError(message) diff --git a/python/plugin/poetry-version-plugin/pyproject.toml b/python/plugin/poetry-version-plugin/pyproject.toml deleted file mode 100644 index 2f21b698ad9..00000000000 --- a/python/plugin/poetry-version-plugin/pyproject.toml +++ /dev/null @@ -1,57 +0,0 @@ -[tool.poetry] -name = "poetry-version-plugin" -version = "0.1.4" -description = "Poetry plugin for dynamically extracting the package version from a __version__ variable or a Git tag." -authors = ["SebastiÃĄn Ramírez "] -homepage = "https://github.com/tiangolo/poetry-version-plugin" -documentation = "https://github.com/tiangolo/poetry-version-plugin" -readme = "README.md" -packages = [{include = "poetry_version_plugin"}] -classifiers = [ - "Intended Audience :: Developers", - "Intended Audience :: Information Technology", - "Intended Audience :: System Administrators", - "Operating System :: OS Independent", - "Programming Language :: Python :: 3", - "Programming Language :: Python", - "Topic :: Software Development :: Libraries :: Application Frameworks", - "Topic :: Software Development :: Libraries :: Python Modules", - "Topic :: Software Development :: Libraries", - "Topic :: Software Development :: Version Control :: Git", - "Topic :: Software Development", - "Topic :: System :: Archiving :: Packaging", - "Topic :: System :: Installation/Setup", - "Topic :: System :: Software Distribution", - "Development Status :: 3 - Alpha", - "Programming Language :: Python :: 3 :: Only", - "Programming Language :: Python :: 3.6", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "License :: OSI Approved :: MIT License" -] - -[tool.poetry.dependencies] -python = "^3.7" -poetry = "^1.2.2" - -[tool.poetry.plugins."poetry.plugin"] -poetry-version-plugin = "poetry_version_plugin.plugin:VersionPlugin" - - -[tool.poetry.group.dev.dependencies] -black = "^22.10.0" -mypy = "^0.982" -pytest = "^7.1.3" -coverage = "^6.5.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" - -[tool.coverage.run] -parallel = true - -[tool.isort] -profile = "black" diff --git a/python/pmml.Dockerfile b/python/pmml.Dockerfile index 5572b51d400..e1feb7937c8 100644 --- a/python/pmml.Dockerfile +++ b/python/pmml.Dockerfile @@ -8,47 +8,55 @@ FROM ${BASE_IMAGE} AS builder ARG PYTHON_VERSION # Install python RUN apt-get update && \ - apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" \ + apt-get install -y --no-install-recommends \ + "python${PYTHON_VERSION}" \ + "python${PYTHON_VERSION}-dev" \ + "python${PYTHON_VERSION}-venv" \ + python3-pip \ + curl \ gcc build-essential && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" - -# Activate virtual env +# Setup virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python${PYTHON_VERSION} -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# Install dependencies for kserve using uv +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# Install dependencies for pmmlserver using uv +COPY pmmlserver/pyproject.toml pmmlserver/uv.lock pmmlserver/ +RUN cd pmmlserver && uv sync --active --no-cache -COPY pmmlserver/pyproject.toml pmmlserver/poetry.lock pmmlserver/ -RUN cd pmmlserver && poetry install --no-root --no-interaction --no-cache COPY pmmlserver pmmlserver -RUN cd pmmlserver && poetry install --no-interaction --no-cache +RUN cd pmmlserver && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml COPY third_party/pip-licenses.py pip-licenses.py # TODO: Remove this when upgrading to python 3.11+ -RUN pip install --no-cache-dir tomli +RUN uv pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ---------- Production image ---------- FROM ${BASE_IMAGE} AS prod ARG PYTHON_VERSION # Install python RUN apt-get update && \ apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" && \ + ln -s /usr/bin/python${PYTHON_VERSION} /usr/bin/python3 && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* @@ -57,6 +65,7 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +# Create non-root user RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -65,4 +74,5 @@ COPY --from=builder kserve kserve COPY --from=builder pmmlserver pmmlserver USER 1000 +ENV PYTHONPATH=/pmmlserver ENTRYPOINT ["python3", "-m", "pmmlserver"] diff --git a/python/pmmlserver/Makefile b/python/pmmlserver/Makefile index c31a18ed754..a5b949ad0c2 100644 --- a/python/pmmlserver/Makefile +++ b/python/pmmlserver/Makefile @@ -1,9 +1,9 @@ dev_install: - poetry install --with test + uv sync --group test install_dependencies: - poetry install --with=test --no-interaction --no-root + uv sync --group test test: type_check pytest -W ignore diff --git a/python/pmmlserver/poetry.lock b/python/pmmlserver/poetry.lock deleted file mode 100644 index 0bab8e35319..00000000000 --- a/python/pmmlserver/poetry.lock +++ /dev/null @@ -1,2765 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - -[[package]] -name = "annotated-types" -version = "0.7.0" -description = "Reusable constraint types to use with typing.Annotated" -optional = false -python-versions = ">=3.8" -files = [ - {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, - {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, -] - -[[package]] -name = "anyio" -version = "4.9.0" -description = "High level compatibility layer for multiple asynchronous event loop implementations" -optional = false -python-versions = ">=3.9" -files = [ - 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install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ +# Install system dependencies +RUN apt-get update && apt-get install -y --no-install-recommends python3-dev curl build-essential && apt-get clean && \ rm -rf /var/lib/apt/lists/* -RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv -# Activate virtual env +# Create virtual environment ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python3 -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# ========== Install kserve dependencies ========== +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache + +# ========== Install sklearnserver dependencies ========== +COPY sklearnserver/pyproject.toml sklearnserver/uv.lock sklearnserver/ +RUN cd sklearnserver && uv sync --active --no-cache -COPY sklearnserver/pyproject.toml sklearnserver/poetry.lock sklearnserver/ -RUN cd sklearnserver && poetry install --no-root --no-interaction --no-cache COPY sklearnserver sklearnserver -RUN cd sklearnserver && poetry install --no-interaction --no-cache +RUN cd sklearnserver && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -39,8 +40,11 @@ RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# =================== Final stage =================== FROM ${BASE_IMAGE} AS prod +COPY third_party third_party + # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} @@ -54,4 +58,5 @@ COPY --from=builder kserve kserve COPY --from=builder sklearnserver sklearnserver USER 1000 +ENV PYTHONPATH=/sklearnserver ENTRYPOINT ["python", "-m", "sklearnserver"] diff --git a/python/sklearnserver/Makefile b/python/sklearnserver/Makefile index 436d7dfd73d..77eb79f7053 100644 --- a/python/sklearnserver/Makefile +++ b/python/sklearnserver/Makefile @@ -1,9 +1,9 @@ dev_install: - poetry install --with test + uv sync --active --group test install_dependencies: - poetry install --with=test --no-interaction --no-root + uv sync --active --group test test: type_check pytest -W ignore diff --git a/python/sklearnserver/custom_transformer/__init__.py b/python/sklearnserver/custom_transformer/__init__.py deleted file mode 100644 index faa36c41c9e..00000000000 --- a/python/sklearnserver/custom_transformer/__init__.py +++ /dev/null @@ -1,17 +0,0 @@ -# Copyright 2021 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -from .custom_transformer import DictToDFTransformer - -__all__ = ["DictToDFTransformer"] diff --git a/python/sklearnserver/custom_transformer/custom_transformer.py b/python/sklearnserver/custom_transformer/custom_transformer.py deleted file mode 100644 index 0f3ff370a55..00000000000 --- a/python/sklearnserver/custom_transformer/custom_transformer.py +++ /dev/null @@ -1,25 +0,0 @@ -# Copyright 2021 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import pandas as pd -from sklearn.base import TransformerMixin - - -class DictToDFTransformer(TransformerMixin): - - def transform(self, X, y=None): - return pd.DataFrame(X) - - def fit(self, X, y=None): - return self diff --git a/python/sklearnserver/poetry.lock b/python/sklearnserver/poetry.lock deleted file mode 100644 index 3bbe82a66c1..00000000000 --- a/python/sklearnserver/poetry.lock +++ /dev/null @@ -1,2722 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - -[[package]] -name = "annotated-types" -version = 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a/python/storage-initializer.Dockerfile b/python/storage-initializer.Dockerfile index f539aca32d3..4d4588f5b9b 100644 --- a/python/storage-initializer.Dockerfile +++ b/python/storage-initializer.Dockerfile @@ -14,35 +14,38 @@ RUN microdnf install -y --setopt=ubi-9-appstream-rpms.module_hotfixes=1 --disabl krb5-workstation \ krb5-libs \ krb5-devel \ + gcc-c++ \ + make tar \ && microdnf clean all \ && alternatives --install /usr/bin/python python /usr/bin/python3.11 1 +RUN microdnf update -y && microdnf clean all -# Install Poetry -ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.8.3 - -RUN python -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install --upgrade pip && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} -ENV PATH="$PATH:${POETRY_HOME}/bin" +# Install uv +RUN curl -LsSf https://astral.sh/uv/install.sh | sh && \ + ln -s /root/.local/bin/uv /usr/local/bin/uv # Activate virtual env ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} -RUN python -m venv $VIRTUAL_ENV +RUN uv venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache --extras "storage" +# Install Python dependencies +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --extra storage --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache --extras "storage" +RUN cd kserve && uv sync --extra storage --active --no-cache -RUN pip install --no-cache-dir krbcontext==0.10 hdfs~=2.6.0 requests-kerberos==0.14.0 +# Install Kerberos-related packages +RUN uv pip install --no-cache-dir krbcontext==0.10 hdfs~=2.6.0 requests-kerberos==0.14.0 # Generate third-party licenses COPY pyproject.toml pyproject.toml COPY third_party/pip-licenses.py pip-licenses.py # TODO: Remove this when upgrading to python 3.11+ -RUN pip install --no-cache-dir tomli +RUN uv pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py @@ -72,4 +75,4 @@ WORKDIR /work # Set a writable /mnt folder to avoid permission issue on Huggingface download. See https://huggingface.co/docs/hub/spaces-sdks-docker#permissions RUN chown -R kserve:kserve /mnt USER 1000 -ENTRYPOINT ["/storage-initializer/scripts/initializer-entrypoint"] +ENTRYPOINT ["/storage-initializer/scripts/initializer-entrypoint"] \ No newline at end of file diff --git a/python/storage/README.md b/python/storage/README.md index 9697018f26d..2a4a1e68ab7 100644 --- a/python/storage/README.md +++ b/python/storage/README.md @@ -26,7 +26,7 @@ pip install kserve-storage Or with Poetry: ```bash -poetry add kserve-storage +uv add kserve-storage ``` ## Usage @@ -146,4 +146,4 @@ Storage configuration can be provided through environment variables: ## License -Apache License 2.0 - See [LICENSE](https://github.com/kserve/kserve/blob/master/LICENSE) for details. \ No newline at end of file +Apache License 2.0 - See [LICENSE](https://github.com/kserve/kserve/blob/master/LICENSE) for details. diff --git a/python/storage/poetry.lock b/python/storage/poetry.lock deleted file mode 100644 index 059aed38037..00000000000 --- a/python/storage/poetry.lock +++ /dev/null @@ -1,1060 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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venv $VIRTUAL_ENV ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache + COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache RUN echo $(pwd) RUN echo $(ls) -COPY test_resources/graph/success_200_isvc/pyproject.toml test_resources/graph/success_200_isvc/poetry.lock success_200_isvc/ -RUN cd success_200_isvc && poetry install --no-root --no-interaction --no-cache -COPY test_resources/graph/success_200_isvc success_200_isvc -RUN cd success_200_isvc && poetry install --no-interaction --no-cache +COPY test_resources/graph/success_200_isvc/pyproject.toml test_resources/graph/success_200_isvc/uv.lock test_resources/graph/success_200_isvc/ +RUN cd test_resources/graph/success_200_isvc && uv sync --active --no-cache +COPY test_resources/graph/success_200_isvc test_resources/graph/success_200_isvc +RUN cd test_resources/graph/success_200_isvc && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -51,7 +49,7 @@ RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party COPY --from=builder --chown=kserve:kserve $VIRTUAL_ENV $VIRTUAL_ENV COPY --from=builder kserve kserve -COPY --from=builder success_200_isvc success_200_isvc +COPY --from=builder test_resources/graph/success_200_isvc success_200_isvc USER 1000 ENTRYPOINT ["python", "-m", "success_200_isvc.model"] diff --git a/python/test_resources/graph/error_404_isvc/poetry.lock b/python/test_resources/graph/error_404_isvc/poetry.lock deleted file mode 100644 index 1d59f586773..00000000000 --- a/python/test_resources/graph/error_404_isvc/poetry.lock +++ /dev/null @@ -1,1684 +0,0 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be 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venv $VIRTUAL_ENV +RUN python3 -m venv ${VIRTUAL_ENV} ENV PATH="$VIRTUAL_ENV/bin:$PATH" -COPY kserve/pyproject.toml kserve/poetry.lock kserve/ -RUN cd kserve && poetry install --no-root --no-interaction --no-cache +# Copy and install dependencies for kserve using uv +COPY kserve/pyproject.toml kserve/uv.lock kserve/ +RUN cd kserve && uv sync --active --no-cache COPY kserve kserve -RUN cd kserve && poetry install --no-interaction --no-cache +RUN cd kserve && uv sync --active --no-cache -COPY xgbserver/pyproject.toml xgbserver/poetry.lock xgbserver/ -RUN cd xgbserver && poetry install --no-root --no-interaction --no-cache +# Copy and install dependencies for xgbserver using uv +COPY xgbserver/pyproject.toml xgbserver/uv.lock xgbserver/ +RUN cd xgbserver && uv sync --active --no-cache COPY xgbserver xgbserver -RUN cd xgbserver && poetry install --no-interaction --no-cache +RUN cd xgbserver && uv sync --active --no-cache # Generate third-party licenses COPY pyproject.toml pyproject.toml @@ -38,6 +37,7 @@ COPY third_party/pip-licenses.py pip-licenses.py RUN pip install --no-cache-dir tomli RUN mkdir -p third_party/library && python3 pip-licenses.py +# ---------- Production Image ---------- FROM ${BASE_IMAGE} AS prod RUN apt-get update && \ @@ -50,6 +50,7 @@ ARG VENV_PATH ENV VIRTUAL_ENV=${VENV_PATH} ENV PATH="$VIRTUAL_ENV/bin:$PATH" +# Create a non-root user for running the application RUN useradd kserve -m -u 1000 -d /home/kserve COPY --from=builder --chown=kserve:kserve third_party third_party @@ -58,5 +59,5 @@ COPY --from=builder kserve kserve COPY --from=builder xgbserver xgbserver USER 1000 +ENV PYTHONPATH=/xgbserver ENTRYPOINT ["python", "-m", "xgbserver"] - diff --git a/python/xgbserver/Makefile b/python/xgbserver/Makefile index 847d54da1de..7a5bfd46760 100644 --- a/python/xgbserver/Makefile +++ b/python/xgbserver/Makefile @@ -1,9 +1,9 @@ dev_install: - poetry install --with test + uv sync --group test install_dependencies: - poetry install --with=test 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specifier = ">=0.991,<1.0" }, + { name = "pytest", specifier = ">=7.4.4,<8.0.0" }, + { name = "pytest-asyncio", specifier = ">=0.23.4,<1.0.0" }, + { name = "pytest-cov", specifier = ">=5.0.0,<6.0.0" }, + { name = "scikit-learn", specifier = "~=1.5.1" }, +] diff --git a/release/RELEASE_PROCESS_v2.md b/release/RELEASE_PROCESS_v2.md index fb7df026ace..0a751cf4282 100644 --- a/release/RELEASE_PROCESS_v2.md +++ b/release/RELEASE_PROCESS_v2.md @@ -51,7 +51,7 @@ Create a branch from the master and do the following: 10. Note the `-` in the version, keep it, the version will be updated accordingly and the dash removed when needed. 2. Add a new version `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` in the `RELEASES` array in [generate-install.sh](../hack/generate-install.sh). Example: Refer [this commit](https://github.com/rachitchauhan43/kserve/commit/6e9bd24ea137a3619da3297b4ff000379f7b2b38#diff-5f8f3e3a8ca601067664c7bf00c05aa2290a6ba625312754856ec873b840b6dbR42) 3. Generate install manifest `./hack/generate-install.sh $VERSION`. -4. Run `make poetry-lock` to update pyproject.toml files for all packages. +4. Run `make uv-lock` to update pyproject.toml files for all packages. 5. Run `make precommit` from the Kserve root directory. Address any lint errors if found. 6. Submit your PR and wait for it to merge. 7. After it is merged, @@ -97,7 +97,7 @@ This will be the last commit before the release and last one to be cherry-picked 6. [values.yaml in kserve-resources](../charts/kserve-resources/values.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}` 2. Add a new version `v${MAJOR}.${MINOR}.${PATCH}` in the `RELEASES` array in [generate-install.sh](../hack/generate-install.sh). Example: Refer [this commit](https://github.com/rachitchauhan43/kserve/commit/6e9bd24ea137a3619da3297b4ff000379f7b2b38#diff-5f8f3e3a8ca601067664c7bf00c05aa2290a6ba625312754856ec873b840b6dbR42) 3. Generate install manifest `./hack/generate-install.sh $VERSION`. -4. Run `make poetry-lock` to update pyproject.toml files for all packages. +4. Run `make uv-lock` to update pyproject.toml files for all packages. 5. Run `make precommit` from the Kserve root directory. Address any lint errors if found. 6. Submit your PR and wait for it to merge. 7. Once merged, cherry-pick the `merge commits` that have come out of PRs labeled with `cherrypick-approved` to the release branch (including the just created PR in step 1 in this section) diff --git a/test/e2e/modelcache/test_localmodelcache.py b/test/e2e/modelcache/test_localmodelcache.py index 22b59767900..b88adb0bb5f 100644 --- a/test/e2e/modelcache/test_localmodelcache.py +++ b/test/e2e/modelcache/test_localmodelcache.py @@ -118,8 +118,8 @@ async def test_vllm_modelcache(): "bfloat16", ], resources=V1ResourceRequirements( - requests={"cpu": "2", "memory": "6Gi"}, - limits={"cpu": "2", "memory": "6Gi"}, + requests={"cpu": "2", "memory": "7Gi"}, + limits={"cpu": "2", "memory": "7Gi"}, ), storage_uri=storage_uri, ), diff --git a/test/e2e/predictor/test_huggingface_vllm_cpu.py b/test/e2e/predictor/test_huggingface_vllm_cpu.py index b77fc1d765d..098951d7ff0 100644 --- a/test/e2e/predictor/test_huggingface_vllm_cpu.py +++ b/test/e2e/predictor/test_huggingface_vllm_cpu.py @@ -58,8 +58,8 @@ def test_huggingface_vllm_cpu_openai_chat_completions(): "bfloat16", ], resources=V1ResourceRequirements( - requests={"cpu": "2", "memory": "6Gi"}, - limits={"cpu": "2", "memory": "6Gi"}, + requests={"cpu": "2", "memory": "7Gi"}, + limits={"cpu": "2", "memory": "7Gi"}, ), ), ) @@ -107,8 +107,8 @@ def test_huggingface_vllm_cpu_text_completion_streaming(): "bfloat16", ], resources=V1ResourceRequirements( - requests={"cpu": "2", "memory": "6Gi"}, - limits={"cpu": "2", "memory": "6Gi"}, + requests={"cpu": "2", "memory": "7Gi"}, + limits={"cpu": "2", "memory": "7Gi"}, ), ), ) @@ -158,8 +158,8 @@ def test_huggingface_vllm_cpu_openai_completions(): "bfloat16", ], resources=V1ResourceRequirements( - requests={"cpu": "2", "memory": "6Gi"}, - limits={"cpu": "2", "memory": "6Gi"}, + requests={"cpu": "2", "memory": "7Gi"}, + limits={"cpu": "2", "memory": "7Gi"}, ), ), ) @@ -206,8 +206,8 @@ def test_huggingface_vllm_openai_chat_completions_streaming(): "bfloat16", ], resources=V1ResourceRequirements( - requests={"cpu": "2", "memory": "6Gi"}, - limits={"cpu": "2", "memory": "6Gi"}, + requests={"cpu": "2", "memory": "7Gi"}, + limits={"cpu": "2", "memory": "7Gi"}, ), ), ) diff --git a/test/scripts/gh-actions/setup-kserve-helm.sh b/test/scripts/gh-actions/setup-kserve-helm.sh index 4fd5e359970..1ec00644aba 100755 --- a/test/scripts/gh-actions/setup-kserve-helm.sh +++ b/test/scripts/gh-actions/setup-kserve-helm.sh @@ -36,5 +36,5 @@ kubectl create namespace kserve-ci-e2e-test echo "Installing KServe Python SDK ..." python3 -m pip install --upgrade pip pushd python/kserve >/dev/null - poetry install --with=test --no-interaction + uv sync --group test popd diff --git a/test/scripts/gh-actions/setup-kserve.sh b/test/scripts/gh-actions/setup-kserve.sh index 7dd13282249..e74c2029992 100755 --- a/test/scripts/gh-actions/setup-kserve.sh +++ b/test/scripts/gh-actions/setup-kserve.sh @@ -65,5 +65,5 @@ kubectl apply -f config/overlays/test/minio/minio-user-secret.yaml -n kserve-ci- echo "Installing KServe Python SDK ..." pushd python/kserve >/dev/null - poetry install --with=test --no-interaction + uv sync --active --group test popd diff --git a/test/scripts/gh-actions/setup-poetry.sh b/test/scripts/gh-actions/setup-poetry.sh deleted file mode 100755 index ce1ab80aae9..00000000000 --- a/test/scripts/gh-actions/setup-poetry.sh +++ /dev/null @@ -1,32 +0,0 @@ -#!/bin/bash - -# Copyright 2023 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -# This script will install poetry for GH Actions environment. - -set -o errexit -set -o nounset -set -o pipefail - -export POETRY_VERSION=1.8.3 -echo "Installing Poetry $POETRY_VERSION ..." -pip install poetry==$POETRY_VERSION -poetry config virtualenvs.create true -poetry config virtualenvs.in-project true -poetry config installer.parallel true - -echo "Installing Poetry Version Plugin" -pip install -e python/plugin/poetry-version-plugin -poetry self show plugins diff --git a/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py b/test/scripts/gh-actions/setup-uv.sh old mode 100644 new mode 100755 similarity index 65% rename from python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py rename to test/scripts/gh-actions/setup-uv.sh index 6135a95fa7d..1c832b60727 --- a/python/plugin/poetry-version-plugin/poetry_version_plugin/__init__.py +++ b/test/scripts/gh-actions/setup-uv.sh @@ -1,13 +1,29 @@ +#!/bin/bash + # Copyright 2023 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # -# http://www.apache.org/licenses/LICENSE-2.0 +# http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + +# This script will install UV for GH Actions environment. + +set -o errexit +set -o nounset +set -o pipefail + +echo "Installing uv..." +pip install uv + +echo "Creating virtual environment..." +uv venv +source .venv/bin/activate + diff --git a/test/scripts/openshift-ci/setup-e2e-tests.sh b/test/scripts/openshift-ci/setup-e2e-tests.sh index 30a153db17e..835ddd4476e 100755 --- a/test/scripts/openshift-ci/setup-e2e-tests.sh +++ b/test/scripts/openshift-ci/setup-e2e-tests.sh @@ -60,10 +60,11 @@ fi echo "Installing KServe Python SDK ..." pushd $PROJECT_ROOT >/dev/null - ./test/scripts/gh-actions/setup-poetry.sh + ./test/scripts/gh-actions/setup-uv.sh popd pushd $PROJECT_ROOT/python/kserve >/dev/null - poetry install --with=test --no-interaction + uv sync --active --group test + uv pip install timeout-sampler popd $MY_PATH/deploy.cma.sh diff --git a/tools/tf2openapi/types/tfmetagraph_test.go b/tools/tf2openapi/types/tfmetagraph_test.go index 741feedea54..364e24bb0cf 100644 --- a/tools/tf2openapi/types/tfmetagraph_test.go +++ b/tools/tf2openapi/types/tfmetagraph_test.go @@ -2,7 +2,7 @@ package types import ( "fmt" - "github.com/kserve/kserve/pkg/utils" + "k8s.io/utils/ptr" "testing" "github.com/getkin/kin-openapi/openapi3" @@ -221,7 +221,7 @@ func TestTFMetaGraphTypical(t *testing.T) { }, Required: []string{"instances"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -248,7 +248,7 @@ func TestTFMetaGraphTypical(t *testing.T) { }, Required: []string{"predictions"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } diff --git a/tools/tf2openapi/types/tfsavedmodel_test.go b/tools/tf2openapi/types/tfsavedmodel_test.go index 4f07e1e0811..c7211efb1ea 100644 --- a/tools/tf2openapi/types/tfsavedmodel_test.go +++ b/tools/tf2openapi/types/tfsavedmodel_test.go @@ -2,7 +2,7 @@ package types import ( "fmt" - "github.com/kserve/kserve/pkg/utils" + "k8s.io/utils/ptr" "testing" "github.com/getkin/kin-openapi/openapi3" @@ -131,7 +131,7 @@ func TestTFSavedModelTypical(t *testing.T) { }, Required: []string{"instances"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -158,7 +158,7 @@ func TestTFSavedModelTypical(t *testing.T) { }, Required: []string{"predictions"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } diff --git a/tools/tf2openapi/types/tfsignaturedef.go b/tools/tf2openapi/types/tfsignaturedef.go index c322add8efd..35686d96ea0 100644 --- a/tools/tf2openapi/types/tfsignaturedef.go +++ b/tools/tf2openapi/types/tfsignaturedef.go @@ -8,9 +8,9 @@ outputs. It is the internal model representation for the SignatureDef defined in import ( "errors" "fmt" + ptr "k8s.io/utils/ptr" "github.com/getkin/kin-openapi/openapi3" - "github.com/kserve/kserve/pkg/utils" pb "github.com/kserve/kserve/tools/tf2openapi/generated/protobuf" ) @@ -122,7 +122,7 @@ func (t *TFSignatureDef) rowFormatWrapper() (*openapi3.Schema, *openapi3.Schema) }, Required: []string{"instances"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, &openapi3.Schema{ @@ -132,7 +132,7 @@ func (t *TFSignatureDef) rowFormatWrapper() (*openapi3.Schema, *openapi3.Schema) }, Required: []string{"predictions"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -147,7 +147,7 @@ func (t *TFSignatureDef) colFormatWrapper() (*openapi3.Schema, *openapi3.Schema) }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, &openapi3.Schema{ @@ -157,7 +157,7 @@ func (t *TFSignatureDef) colFormatWrapper() (*openapi3.Schema, *openapi3.Schema) }, Required: []string{"outputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -177,7 +177,7 @@ func rowSchema(t []TFTensor) *openapi3.Schema { schema.Items.Value.Required = append(schema.Items.Value.Required, i.Name) } schema.AdditionalProperties = openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, } return schema @@ -195,7 +195,7 @@ func colSchema(t []TFTensor) *openapi3.Schema { schema.Required = append(schema.Required, i.Name) } schema.AdditionalProperties = openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, } return schema diff --git a/tools/tf2openapi/types/tfsignaturedef_test.go b/tools/tf2openapi/types/tfsignaturedef_test.go index 1f857555d4d..9ec484390d6 100644 --- a/tools/tf2openapi/types/tfsignaturedef_test.go +++ b/tools/tf2openapi/types/tfsignaturedef_test.go @@ -2,12 +2,12 @@ package types import ( "fmt" + "k8s.io/utils/ptr" "testing" "github.com/getkin/kin-openapi/openapi3" "github.com/onsi/gomega" - "github.com/kserve/kserve/pkg/utils" "github.com/kserve/kserve/tools/tf2openapi/generated/framework" pb "github.com/kserve/kserve/tools/tf2openapi/generated/protobuf" ) @@ -51,7 +51,7 @@ func expectedResponseSchemaRowFmt() *openapi3.Schema { Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(3), + MaxItems: ptr.To[uint64](3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -65,7 +65,7 @@ func expectedResponseSchemaRowFmt() *openapi3.Schema { }, Required: []string{"predictions"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -81,7 +81,7 @@ func expectedResponseSchemaColFmt() *openapi3.Schema { Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(3), + MaxItems: ptr.To[uint64](3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -95,7 +95,7 @@ func expectedResponseSchemaColFmt() *openapi3.Schema { }, Required: []string{"outputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, } @@ -208,7 +208,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "signal": { Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(5), + MaxItems: ptr.To[uint64](5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -220,12 +220,12 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "sensor": { Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -239,7 +239,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"signal", "sensor"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -249,7 +249,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"instances"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -266,7 +266,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(3), + MaxItems: ptr.To[uint64](3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -280,7 +280,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"instances"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -315,12 +315,12 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "signal": { Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(5), + MaxItems: ptr.To[uint64](5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -334,17 +334,17 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "sensor": { Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -360,7 +360,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"signal", "sensor"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -368,7 +368,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -392,12 +392,12 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "inputs": { Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(2), + MaxItems: ptr.To[uint64](2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ Type: &openapi3.Types{openapi3.TypeArray}, - MaxItems: utils.UInt64(5), + MaxItems: ptr.To[uint64](5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ @@ -411,7 +411,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, expectedResponseSchema: expectedResponseSchemaColFmt(), @@ -437,7 +437,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -467,7 +467,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -512,7 +512,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"signal", "sensor"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, }, @@ -520,7 +520,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Required: []string{"inputs"}, AdditionalProperties: openapi3.AdditionalProperties{ - Has: utils.Bool(false), + Has: ptr.To(false), Schema: nil, }, },