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| name: XGBoost-Python-Tests | |
| on: [push, pull_request] | |
| permissions: | |
| contents: read # to fetch code (actions/checkout) | |
| jobs: | |
| python-mypy-lint: | |
| runs-on: ubuntu-latest | |
| name: Type and format checks for the Python package | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: ["3.8"] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| submodules: 'true' | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| auto-update-conda: true | |
| python-version: ${{ matrix.python-version }} | |
| activate-environment: python_lint | |
| environment-file: tests/ci_build/conda_env/python_lint.yml | |
| - name: Display Conda env | |
| shell: bash -l {0} | |
| run: | | |
| conda info | |
| conda list | |
| - name: Run mypy | |
| shell: bash -l {0} | |
| run: | | |
| python tests/ci_build/lint_python.py --format=0 --type-check=1 --pylint=0 | |
| - name: Run formatter | |
| shell: bash -l {0} | |
| run: | | |
| python tests/ci_build/lint_python.py --format=1 --type-check=0 --pylint=0 | |
| - name: Run pylint | |
| shell: bash -l {0} | |
| run: | | |
| python tests/ci_build/lint_python.py --format=0 --type-check=0 --pylint=1 | |
| python-sdist-test-on-Linux: | |
| # Mismatched glibcxx version between system and conda forge. | |
| runs-on: ${{ matrix.os }} | |
| name: Test installing XGBoost Python source package on ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest] | |
| steps: | |
| - uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| with: | |
| submodules: 'true' | |
| - uses: mamba-org/provision-with-micromamba@f347426e5745fe3dfc13ec5baf20496990d0281f # v14 | |
| with: | |
| cache-downloads: true | |
| cache-env: false | |
| environment-name: sdist_test | |
| environment-file: tests/ci_build/conda_env/sdist_test.yml | |
| - name: Display Conda env | |
| shell: bash -l {0} | |
| run: | | |
| conda info | |
| conda list | |
| - name: Build and install XGBoost | |
| shell: bash -l {0} | |
| run: | | |
| cd python-package | |
| python --version | |
| python setup.py sdist | |
| pip install -v ./dist/xgboost-*.tar.gz | |
| cd .. | |
| python -c 'import xgboost' | |
| python-sdist-test: | |
| # Use system toolchain instead of conda toolchain for macos and windows. | |
| # MacOS has linker error if clang++ from conda-forge is used | |
| runs-on: ${{ matrix.os }} | |
| name: Test installing XGBoost Python source package on ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [macos-11, windows-latest] | |
| python-version: ["3.8"] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| submodules: 'true' | |
| - name: Install osx system dependencies | |
| if: matrix.os == 'macos-11' | |
| run: | | |
| brew install ninja libomp | |
| - uses: conda-incubator/setup-miniconda@35d1405e78aa3f784fe3ce9a2eb378d5eeb62169 # v2.1.1 | |
| with: | |
| auto-update-conda: true | |
| python-version: ${{ matrix.python-version }} | |
| activate-environment: test | |
| - name: Display Conda env | |
| shell: bash -l {0} | |
| run: | | |
| conda info | |
| conda list | |
| - name: Build and install XGBoost | |
| shell: bash -l {0} | |
| run: | | |
| cd python-package | |
| python --version | |
| python setup.py sdist | |
| pip install -v ./dist/xgboost-*.tar.gz | |
| cd .. | |
| python -c 'import xgboost' | |
| python-tests-on-macos: | |
| name: Test XGBoost Python package on ${{ matrix.config.os }} | |
| runs-on: ${{ matrix.config.os }} | |
| timeout-minutes: 60 | |
| strategy: | |
| matrix: | |
| config: | |
| - {os: macos-11} | |
| steps: | |
| - uses: actions/checkout@e2f20e631ae6d7dd3b768f56a5d2af784dd54791 # v2.5.0 | |
| with: | |
| submodules: 'true' | |
| - uses: mamba-org/provision-with-micromamba@f347426e5745fe3dfc13ec5baf20496990d0281f # v14 | |
| with: | |
| cache-downloads: true | |
| cache-env: false | |
| environment-name: macos_test | |
| environment-file: tests/ci_build/conda_env/macos_cpu_test.yml | |
| - name: Display Conda env | |
| shell: bash -l {0} | |
| run: | | |
| conda info | |
| conda list | |
| - name: Build XGBoost on macos | |
| shell: bash -l {0} | |
| run: | | |
| brew install ninja | |
| mkdir build | |
| cd build | |
| # Set prefix, to use OpenMP library from Conda env | |
| # See https://github.com/dmlc/xgboost/issues/7039#issuecomment-1025038228 | |
| # to learn why we don't use libomp from Homebrew. | |
| cmake .. -GNinja -DCMAKE_PREFIX_PATH=$CONDA_PREFIX | |
| ninja | |
| - name: Install Python package | |
| shell: bash -l {0} | |
| run: | | |
| cd python-package | |
| python --version | |
| python setup.py install | |
| - name: Test Python package | |
| shell: bash -l {0} | |
| run: | | |
| pytest -s -v -rxXs --durations=0 ./tests/python | |
| python-tests-on-win: | |
| name: Test XGBoost Python package on ${{ matrix.config.os }} | |
| runs-on: ${{ matrix.config.os }} | |
| strategy: | |
| matrix: | |
| config: | |
| - {os: windows-latest, python-version: '3.8'} | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| submodules: 'true' | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| auto-update-conda: true | |
| python-version: ${{ matrix.config.python-version }} | |
| activate-environment: win64_env | |
| environment-file: tests/ci_build/conda_env/win64_cpu_test.yml | |
| - name: Display Conda env | |
| shell: bash -l {0} | |
| run: | | |
| conda info | |
| conda list | |
| - name: Build XGBoost on Windows | |
| shell: bash -l {0} | |
| run: | | |
| mkdir build_msvc | |
| cd build_msvc | |
| cmake .. -G"Visual Studio 17 2022" -DCMAKE_CONFIGURATION_TYPES="Release" -A x64 -DGOOGLE_TEST=ON -DUSE_DMLC_GTEST=ON | |
| cmake --build . --config Release --parallel $(nproc) | |
| - name: Install Python package | |
| shell: bash -l {0} | |
| run: | | |
| cd python-package | |
| python --version | |
| python setup.py bdist_wheel --universal | |
| pip install ./dist/*.whl | |
| - name: Test Python package | |
| shell: bash -l {0} | |
| run: | | |
| pytest -s -v -rxXs --durations=0 ./tests/python |