Feat/wrapper model gridsearch #5308
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| name: darts PR workflow | |
| on: | |
| pull_request: | |
| branches: | |
| - master | |
| jobs: | |
| lint: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: "Clone repository" | |
| uses: actions/checkout@v4 | |
| - name: "Set up Python 3.10" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| - name: "Install Dev Dependencies" | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install -r requirements/dev.txt | |
| - name: "Lint" | |
| run: | | |
| pre-commit run --all-files | |
| tests: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [macos-13, ubuntu-latest] | |
| python-version: ['3.10'] | |
| flavour: ['all'] | |
| steps: | |
| - name: "Clone repository" | |
| uses: actions/checkout@v4 | |
| - name: "Set up Python ${{ matrix.python-version }}" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| # use `uv` to retrieve the latest dependency versions | |
| - name: "Compile Dependency Versions" | |
| run: | | |
| curl -LsSf https://astral.sh/uv/install.sh | sh | |
| if [ "${{ matrix.os }}" == "macos-13" ]; then | |
| source $HOME/.local/bin/env | |
| fi | |
| uv pip compile requirements/dev-all.txt > requirements-latest.txt | |
| - name: "Cache python environment" | |
| uses: actions/cache@v4 | |
| id: pythonenv-cache | |
| with: | |
| path: ${{ env.pythonLocation }} | |
| key: ${{ runner.os }}-${{ env.pythonLocation }}-${{ hashFiles('requirements/*.txt', 'requirements-latest.txt') }} | |
| - name: "Setup Pip" | |
| run: | | |
| python -m pip install --upgrade pip | |
| - name: "Install Dependencies" | |
| run: | | |
| # install latest dependencies (potentially updating cached dependencies) | |
| pip install -U -r requirements/dev-all.txt | |
| - name: "Install libomp (for LightGBM)" | |
| run: | | |
| ./.github/scripts/libomp-${{ runner.os }}.sh | |
| - name: "Run tests" | |
| run: | | |
| pytest --durations=50 --cov=darts --cov-config=.coveragerc --cov-report=xml darts/tests | |
| - name: "Codecov upload" | |
| if: ${{ matrix.flavour == 'all' }} | |
| uses: codecov/codecov-action@v4 | |
| with: | |
| fail_ci_if_error: true | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| docs: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: "Clone repository" | |
| uses: actions/checkout@v4 | |
| - name: "Set up Python 3.10" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| # use `uv` to retrieve the latest dependency versions | |
| - name: "Compile Dependency Versions" | |
| run: | | |
| curl -LsSf https://astral.sh/uv/install.sh | sh | |
| uv pip compile requirements/dev-all.txt > requirements-latest.txt | |
| # only restore cache but do not upload | |
| - name: "Restore cached python environment" | |
| uses: actions/cache/restore@v4 | |
| id: pythonenv-cache | |
| with: | |
| path: ${{ env.pythonLocation }} | |
| key: ${{ runner.os }}-${{ env.pythonLocation }}-${{ hashFiles('requirements/*.txt', 'requirements-latest.txt') }} | |
| - name: "Install pandoc" | |
| run: | | |
| sudo apt-get install -y pandoc | |
| - name: "Setup Pip" | |
| run: | | |
| python -m pip install --upgrade pip | |
| - name: "Install Dependencies" | |
| run: | | |
| # install latest dependencies (potentially updating cached dependencies) | |
| pip install -U -r requirements/dev-all.txt | |
| - name: "Install libomp (for LightGBM)" | |
| run: | | |
| ./.github/scripts/libomp-${{ runner.os }}.sh | |
| - name: "Install Locally" | |
| run: | | |
| pip install . | |
| - name: "Build docs" | |
| run: | | |
| make --directory ./docs build-all-docs | |
| check-examples: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| example-name: [03-FFT-examples.ipynb, 04-RNN-examples.ipynb, 00-quickstart.ipynb, 02-data-processing.ipynb, 01-multi-time-series-and-covariates.ipynb] | |
| steps: | |
| - name: "Clone repository" | |
| uses: actions/checkout@v4 | |
| - name: "Set up Python 3.10" | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10' | |
| # use `uv` to retrieve the latest dependency versions | |
| - name: "Compile Dependency Versions" | |
| run: | | |
| curl -LsSf https://astral.sh/uv/install.sh | sh | |
| uv pip compile requirements/dev-all.txt > requirements-latest.txt | |
| # only restore cache but do not upload | |
| - name: "Restore cached python environment" | |
| uses: actions/cache/restore@v4 | |
| id: pythonenv-cache | |
| with: | |
| path: ${{ env.pythonLocation }} | |
| key: ${{ runner.os }}-${{ env.pythonLocation }}-${{ hashFiles('requirements/*.txt', 'requirements-latest.txt') }} | |
| - name: "Setup Pip" | |
| run: | | |
| python -m pip install --upgrade pip | |
| - name: "Install Dependencies" | |
| run: | | |
| # install latest dependencies (potentially updating cached dependencies) | |
| pip install -U -r requirements/dev-all.txt | |
| - name: "Install libomp (for LightGBM)" | |
| run: | | |
| ./.github/scripts/libomp-${{ runner.os }}.sh | |
| - name: "Install Locally" | |
| run: | | |
| pip install . | |
| - name: "Run example ${{matrix.example-name}}" | |
| working-directory: ./examples | |
| run: | | |
| papermill ${{matrix.example-name}} ${{matrix.example-name}} |