Stochastic Gradient Descent (SGD) example and functionality #1178
Workflow file for this run
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| name: package test | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| jobs: | |
| dl_files: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.10" | |
| - name: Install dependencies needed to download files | |
| # we're just installing mpol here to reference the zenodo record number | |
| # in __init__. below we'll reinstall for the tests. | |
| run: | | |
| pip install astropy | |
| pip install frank | |
| pip install . | |
| - name: Cache/Restore the .mpol folder cache | |
| uses: actions/cache@v3 | |
| env: | |
| cache-name: cache-mpol-dls | |
| with: | |
| # files are stored in .mpol | |
| path: ~/.mpol | |
| # the "key" is the hash of the download script | |
| key: ${{ hashFiles('docs/download_external_files.py') }} | |
| - name: Download large files | |
| run: | | |
| python3 docs/download_external_files.py | |
| tests: | |
| needs: dl_files # don't bother running if we didn't succeed getting the files | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| max-parallel: 4 | |
| matrix: | |
| python-version: ["3.10", "3.11"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| # cache the Python environment, including installed dependencies | |
| # (unique to each python-version; speeds up tests more than caching pip cache) | |
| - name: Cache/Restore the Python env | |
| uses: actions/cache@v3 | |
| env: | |
| cache-name: cache-python${{ matrix.python-version }}-env | |
| with: | |
| path: ${{ env.pythonLocation }} | |
| key: ${{ env.pythonLocation }}-${{ hashFiles('setup.py') }} | |
| - name: Install pip | |
| run: | | |
| pip install --upgrade pip | |
| - name: Install vanilla package | |
| run: | | |
| pip install . | |
| - name: Install test dependencies | |
| run: | | |
| pip install .[test] | |
| - name: Lint with ruff | |
| run: | | |
| ruff check . | |
| - name: Check types with MyPy | |
| run: | | |
| mypy src/mpol --pretty | |
| - name: Cache/Restore the .mpol folder cache | |
| uses: actions/cache@v3 | |
| env: | |
| cache-name: cache-mpol-dls | |
| with: | |
| # files are stored in .mpol | |
| path: ~/.mpol | |
| # the "key" is the hash of the download script | |
| key: ${{ hashFiles('docs/download_external_files.py') }} | |
| - name: Run tests with coverage | |
| run: | | |
| pytest --cov=mpol |