Tests with minimum versions #440
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| name: Tests with minimum versions | |
| on: | |
| push: | |
| branches: | |
| - master | |
| pull_request: {} | |
| schedule: | |
| - cron: '0 23 * * SUN-THU' | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref == 'refs/heads/master' && github.run_number || github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| tests-with-minimum-versions: | |
| if: (github.event_name == 'schedule' && github.repository == 'optuna/optuna') || (github.event_name != 'schedule') | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ['3.7', '3.8', '3.9'] | |
| services: | |
| redis: | |
| image: redis | |
| options: >- | |
| --health-cmd "redis-cli ping" | |
| --health-interval 10s | |
| --health-timeout 5s | |
| --health-retries 5 | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Setup Python${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Setup cache | |
| uses: actions/cache@v3 | |
| env: | |
| cache-name: test-with-minimum-versions | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-${{ matrix.python-version }}-${{ env.cache-name }}-${{ hashFiles('**/setup.py') }}-v1 | |
| restore-keys: | | |
| ${{ runner.os }}-${{ matrix.python-version }}-${{ env.cache-name }}-${{ hashFiles('**/setup.py') }} | |
| - name: Setup pip | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install --progress-bar off -U setuptools | |
| - name: Install | |
| run: | | |
| # Install minimal dependencies and confirm that `import optuna` is successful. | |
| pip install --progress-bar off . | |
| python -c 'import optuna' | |
| optuna --version | |
| pip install --progress-bar off .[test] --extra-index-url https://download.pytorch.org/whl/cpu | |
| pip install --progress-bar off .[optional] --extra-index-url https://download.pytorch.org/whl/cpu | |
| - name: Install dependencies with minimum versions | |
| run: | | |
| # Install dependencies with minimum versions. | |
| pip uninstall -y alembic cmaes packaging sqlalchemy plotly scikit-learn pillow | |
| pip install alembic==1.5.0 cmaes==0.10.0 packaging==20.0 sqlalchemy==1.3.0 tqdm==4.27.0 colorlog==0.3 PyYAML==5.1 'pillow<10.4.0' | |
| pip uninstall -y matplotlib pandas scipy | |
| # Python v3.6 was dropped at NumPy v1.20.3. | |
| if [ "${{ matrix.python-version }}" = "3.7" ]; then | |
| pip install matplotlib==3.5.3 pandas==1.3.5 scipy==1.7.3 numpy==1.20.3 | |
| elif [ "${{ matrix.python-version }}" = "3.8" ]; then | |
| pip install matplotlib==3.7.5 pandas==2.0.3 scipy==1.10.1 numpy==1.20.3 | |
| elif [ "${{ matrix.python-version }}" = "3.9" ]; then | |
| pip install matplotlib==3.8.4 pandas==2.2.2 scipy==1.13.0 numpy==1.26.4 | |
| fi | |
| pip install plotly==5.0.0 scikit-learn==0.24.2 # optional extras | |
| - name: Output installed packages | |
| run: | | |
| pip freeze --all | |
| - name: Output dependency tree | |
| run: | | |
| pip install pipdeptree | |
| pipdeptree | |
| - name: Scheduled tests | |
| if: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' }} | |
| run: | | |
| pytest tests | |
| - name: Tests | |
| if: ${{ github.event_name != 'schedule' && github.event_name != 'workflow_dispatch' }} | |
| run: | | |
| pytest tests -m "not slow" |