Add catboost classifier support (#1403) #13
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| name: Tests | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - release/* | |
| pull_request: | |
| branches: [master] | |
| jobs: | |
| lint: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.10" | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install dependencies | |
| run: | | |
| make install-dev | |
| - name: Lint | |
| run: | | |
| make lint | |
| mlserver: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest] | |
| # NOTE: There's no pre-built `grpcio` wheel for Python 3.11 yet | |
| # https://github.com/grpc/grpc/issues/32454 | |
| python-version: ["3.8", "3.9", "3.10"] | |
| 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-latest | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Setup docker (missing on MacOS) | |
| if: runner.os == 'macos' | |
| run: | | |
| # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473 | |
| # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736 | |
| # NOTE: Use the `slirp` driver rather than the default to avoid | |
| # random connection errors. | |
| # From https://github.com/abiosoft/colima/issues/577 | |
| brew install docker docker-buildx | |
| mkdir -p $HOME/.docker/cli-plugins | |
| ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx | |
| colima start --memory 5 --network-driver slirp | |
| sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| 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 --sync --only dev | |
| - name: Test | |
| run: | | |
| tox -e mlserver | |
| runtimes: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest] | |
| python-version: ["3.8", "3.9", "3.10"] | |
| 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-latest | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| auto-update-conda: true | |
| auto-activate-base: false | |
| - name: Install Poetry | |
| uses: snok/install-poetry@v1 | |
| with: | |
| virtualenvs-create: false | |
| - name: Install Dependencies | |
| run: | | |
| poetry install --sync --only dev | |
| - name: Test | |
| run: | | |
| tox -c ./runtimes/${{ matrix.tox-environment }} | |
| all-runtimes: | |
| if: github.event_name == 'push' | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest] | |
| python-version: ["3.8", "3.9", "3.10"] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - name: Maximize build space | |
| if: runner.os == 'ubuntu' | |
| uses: easimon/maximize-build-space@master | |
| with: | |
| remove-dotnet: "true" | |
| remove-haskell: "true" | |
| remove-android: "true" | |
| root-reserve-mb: "30720" | |
| - name: Setup docker (missing on MacOS) | |
| if: runner.os == 'macos' | |
| run: | | |
| # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473 | |
| # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736 | |
| # NOTE: Use the `slirp` driver rather than the default to avoid | |
| # random connection errors. | |
| # From https://github.com/abiosoft/colima/issues/577 | |
| brew install docker docker-buildx | |
| mkdir -p $HOME/.docker/cli-plugins | |
| ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx | |
| colima start --memory 5 --network-driver slirp | |
| sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock | |
| - 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/Homebrew/homebrew-core/fb8323f2b170bd4ae97e1bac9bf3e2983af3fdb0/Formula/libomp.rb | |
| brew unlink libomp | |
| brew install libomp.rb | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| 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 --sync --only dev | |
| - name: Test | |
| run: | | |
| tox -e all-runtimes |