CI Python AutoML #1198
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| name: CI Python AutoML | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| schedule: | |
| - cron: '30 5 * * *' | |
| jobs: | |
| ci-python-automl: | |
| strategy: | |
| matrix: | |
| packageDirectory: ["ml_wrappers"] | |
| operatingSystem: [ubuntu-latest] | |
| pythonVersion: ['3.9'] | |
| runs-on: ${{ matrix.operatingSystem }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| python-version: ${{ matrix.pythonVersion }} | |
| - if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
| name: Use Homebrew to install libomp on MacOS | |
| shell: bash -l {0} | |
| run: | | |
| brew install libomp | |
| - if: ${{ matrix.pythonVersion != '3.6' }} | |
| name: Install numpy | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes --quiet "numpy<2.0" -c conda-forge | |
| - if: ${{ matrix.operatingSystem != 'macos-latest' }} | |
| name: Install pytorch on non-MacOS | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes --quiet pytorch==2.2.2 torchvision captum cpuonly -c pytorch | |
| - if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
| name: Install Anaconda packages on MacOS, which should not include cpuonly according to official docs | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes --quiet pytorch==2.2.2 torchvision captum -c pytorch | |
| - if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
| name: Install lightgbm from conda on MacOS | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes -c conda-forge lightgbm | |
| - name: Install automl dependencies | |
| shell: bash -l {0} | |
| run: | | |
| pip install -r requirements-automl.txt | |
| - name: Install package | |
| shell: bash -l {0} | |
| run: | | |
| pip install -e ./python | |
| - name: Install test dependencies | |
| shell: bash -l {0} | |
| run: | | |
| pip install -r requirements-test.txt | |
| - name: Test with pytest | |
| shell: bash -l {0} | |
| run: | | |
| pytest ./tests/automl -s -v --durations=10 --cov='ml_wrappers' --cov-report=xml --cov-report=html | |
| - name: Upload code coverage results | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: ${{ matrix.packageDirectory }}-code-coverage-results | |
| path: htmlcov | |
| # Use always() to always run this step to publish test results when there are test failures | |
| if: ${{ always() }} | |
| - if: ${{ (matrix.operatingSystem == 'windows-latest') && (matrix.pythonVersion == '3.7') }} | |
| name: Upload to codecov | |
| id: codecovupload1 | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| directory: . | |
| env_vars: OS,PYTHON | |
| fail_ci_if_error: false | |
| files: ./coverage.xml | |
| flags: unittests | |
| name: codecov-umbrella | |
| verbose: true | |
| - if: ${{ (steps.codecovupload1.outcome == 'failure') && (matrix.pythonVersion == '3.7') && (matrix.operatingSystem == 'windows-latest') }} | |
| name: Retry upload to codecov | |
| id: codecovupload2 | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| directory: . | |
| env_vars: OS,PYTHON | |
| fail_ci_if_error: false | |
| files: ./coverage.xml | |
| flags: unittests | |
| name: codecov-umbrella | |
| verbose: true | |
| - name: Set codecov status | |
| if: ${{ (matrix.pythonVersion == '3.7') && (matrix.operatingSystem == 'windows-latest') }} | |
| shell: bash | |
| run: | | |
| if ${{ (steps.codecovupload1.outcome == 'success') || (steps.codecovupload2.outcome == 'success') }} ; then | |
| echo fine | |
| else | |
| exit 1 | |
| fi |