Further CI fixes for py312 support #4207
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| name: Tests | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - release/* | |
| pull_request: | |
| branches: [master] | |
| jobs: | |
| generate: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: ["3.9", "3.10", "3.11", "3.12"] | |
| target: ["dataplane", "model-repository"] | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: poetry install --sync --only dev | |
| - name: Generate ${{ matrix.target }} | |
| run: make generate-${{ matrix.target }} | |
| - name: Check for changes | |
| run: make lint-no-changes | |
| lint: | |
| strategy: | |
| matrix: | |
| python-version: ["3.9", "3.10", "3.11", "3.12"] | |
| runs-on: ubuntu-24.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: poetry install --sync --only dev | |
| - name: Lint | |
| run: make lint | |
| test-mlserver: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: | |
| - ubuntu-24.04 | |
| - macos-13 | |
| # NOTE: There's no pre-built `grpcio` wheel for Python 3.11 yet | |
| # https://github.com/grpc/grpc/issues/32454 | |
| python-version: ["3.9", "3.10", "3.11", "3.12"] | |
| is-pr: | |
| - ${{ github.event_name == 'pull_request' }} | |
| exclude: | |
| # MacOS tests take a lot of time, so we will run them only on merge | |
| # From https://github.com/orgs/community/discussions/26253 | |
| - is-pr: true | |
| os: macos-13 | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Setup Docker (missing on MacOS) | |
| if: runner.os == 'macos' | |
| run: ./hack/install-docker-macos.sh | |
| - name: Install OpenMP (in MacOS) | |
| if: runner.os == 'macOS' | |
| run: brew install libomp | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| auto-activate-base: false | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: poetry install --only test | |
| - name: Test | |
| run: | | |
| if [[ ${{ runner.os == 'macOS' }} ]]; then | |
| source ./hack/activate-libomp-macos.sh | |
| fi | |
| poetry run tox -e mlserver | |
| test-runtimes: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: | |
| - ubuntu-24.04 | |
| - macos-13 | |
| python-version: ["3.9", "3.10", "3.11", "3.12"] | |
| tox-environment: | |
| - sklearn | |
| - xgboost | |
| - lightgbm | |
| - mlflow | |
| - huggingface | |
| - alibi-explain | |
| - alibi-detect | |
| - catboost | |
| is-pr: | |
| - ${{ github.event_name == 'pull_request' }} | |
| exclude: | |
| # MacOS tests take a lot of time, so we will run them only on merge | |
| # From https://github.com/orgs/community/discussions/26253 | |
| - is-pr: true | |
| os: macos-13 | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install OpenMP (in MacOS) | |
| if: runner.os == 'macOS' | |
| run: brew install libomp | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| auto-activate-base: false | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: poetry install --only test | |
| - name: Test | |
| run: | | |
| if [[ ${{ runner.os == 'macOS' }} ]]; then | |
| source ./hack/activate-libomp-macos.sh | |
| fi | |
| poetry run tox -c ./runtimes/${{ matrix.tox-environment }} | |
| # Ensure that having all the runtimes installed together works | |
| test-all-runtimes: | |
| # if: github.event_name == 'push' | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: | |
| - ubuntu-24.04 | |
| - macos-12 | |
| python-version: ["3.9", "3.10", "3.11", "3.12"] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Maximize build space | |
| if: runner.os == 'Linux' | |
| uses: easimon/maximize-build-space@master | |
| with: | |
| remove-dotnet: 'true' | |
| remove-haskell: 'true' | |
| remove-android: 'true' | |
| remove-codeql: 'true' | |
| remove-docker-images: 'true' | |
| overprovision-lvm: 'true' | |
| swap-size-mb: 1024 | |
| - uses: actions/checkout@v4 | |
| - name: Setup Docker (missing on MacOS) | |
| if: runner.os == 'macOS' | |
| run: ./hack/install-docker-macos.sh | |
| - name: Downgrade OpenMP (in MacOS) | |
| if: runner.os == 'macos' | |
| run: | | |
| # Recent versions of OpenMP cause segfaults in MacOS when training | |
| # LightGBM / XGBoost models (but only when Torch is present) | |
| # https://github.com/microsoft/LightGBM/issues/4229 | |
| # https://github.com/autogluon/autogluon/issues/1442 | |
| wget https://raw.githubusercontent.com/chenrui333/homebrew-core/0094d1513ce9e2e85e07443b8b5930ad298aad91/Formula/libomp.rb | |
| brew unlink libomp | |
| brew install --build-from-source ./libomp.rb | |
| brew list --version libomp | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| auto-activate-base: false | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: poetry install --only test | |
| - name: Test | |
| run: | | |
| if [[ ${{ runner.os == 'macOS' }} ]]; then | |
| source ./hack/activate-libomp-macos.sh | |
| fi | |
| poetry run tox -e all-runtimes |