ENH: Add support to pass a prefix for hyperparam args #1655
Workflow file for this run
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| name: HI-ML HI-ML-Azure PR | |
| on: | |
| push: | |
| branches: [ main ] | |
| tags: | |
| - '*' | |
| pull_request: | |
| branches: [ main ] | |
| paths: | |
| - "hi-ml-azure/**" | |
| - "hi-ml/**" | |
| - ".github/workflows/hi-ml-pr.yml" | |
| # Cancel previous runs of this workflow that are still in progress. | |
| concurrency: | |
| group: ${{ github.ref }}/hi-ml-pr | |
| cancel-in-progress: ${{ github.ref != 'refs/heads/master' }} | |
| permissions: | |
| # This is required for requesting the Azure login token | |
| id-token: write | |
| # This is required for actions/checkout | |
| contents: read | |
| env: | |
| pythonVersion: 3.9 | |
| HIML_TENANT_ID: ${{ secrets.HIML_TENANT_ID }} | |
| HIML_RESOURCE_GROUP: ${{ secrets.HIML_RESOURCE_GROUP }} | |
| HIML_SUBSCRIPTION_ID: ${{ secrets.HIML_SUBSCRIPTION_ID }} | |
| HIML_WORKSPACE_NAME: ${{ secrets.HIML_WORKSPACE_NAME }} | |
| HIML_SERVICE_PRINCIPAL_ID: ${{ secrets.HIML_SERVICE_PRINCIPAL_ID }} | |
| HIML_DIST_ARTIFACT_SUFFIX: '-dist' | |
| HIML_PACKAGE_NAME_ARTIFACT_SUFFIX: '-package_name' | |
| HIML_VERSION_ARTIFACT_SUFFIX: '-latest_version' | |
| # Set the AML experiment name for all AML jobs submitted during tests. Github.ref looks like | |
| # "refs/pull/123/merge" for PR builds. | |
| HIML_EXPERIMENT_NAME: ${{ github.ref }} | |
| PYPI_API_TOKEN: ${{ secrets.PYPI_API_TOKEN }} | |
| PYPI_TEST_API_TOKEN: ${{ secrets.PYPI_TEST_API_TOKEN }} | |
| jobs: | |
| cancel-azureml: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Cancel previous AzureML runs | |
| uses: ./.github/actions/cancel_azureml_jobs | |
| himl-flake8: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: flake8 | |
| run: | | |
| make pip_test | |
| make flake8 | |
| himl-mypy: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: mypy | |
| run: | | |
| make pip_test | |
| make mypy | |
| # himl-pyright: | |
| # runs-on: ubuntu-20.04 | |
| # steps: | |
| # - uses: actions/checkout@v3 | |
| # with: | |
| # lfs: true | |
| # - uses: actions/setup-node@v3 | |
| # with: | |
| # node-version: '14' | |
| # - uses: conda-incubator/setup-miniconda@v2 | |
| # - name: pyright | |
| # shell: bash -l {0} | |
| # run: | | |
| # conda info | |
| # make pyright | |
| himl-pytest-fast: | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| # This will let all parts of the matrix run, to collect as many errors as possible, rather than aborting after first fail | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Install hi-ml-azure in editable mode | |
| if: ${{ matrix.folder != 'hi-ml-azure' }} | |
| run: | | |
| cd hi-ml-azure | |
| # Install local package in editable mode | |
| make pip_local | |
| - name: Install hi-ml in editable mode | |
| if: ${{ matrix.folder != 'hi-ml-azure' && matrix.folder != 'hi-ml' }} | |
| run: | | |
| cd hi-ml | |
| # Install local package in editable mode | |
| make pip_local | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Test with pytest, fast only | |
| run: | | |
| cd ${{ matrix.folder }} | |
| make pip_test | |
| # Install local package in editable mode | |
| make pip_local | |
| # Run fast tests | |
| make pytest_fast | |
| himl-build-python: | |
| runs-on: ubuntu-20.04 | |
| needs: [ himl-pytest-fast ] | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Build Distribution | |
| run: | | |
| cd ${{ matrix.folder }} | |
| make build | |
| - name: Upload package artifacts | |
| uses: ./.github/actions/upload_package_artifacts | |
| with: | |
| folder: ${{ matrix.folder }} | |
| himl-test-artifact-pkg: | |
| runs-on: ubuntu-20.04 | |
| needs: [ himl-build-python, cancel-azureml ] | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Download dependent package artifacts | |
| id: download_dep | |
| if: ${{ matrix.folder != 'hi-ml-azure' }} | |
| uses: ./.github/actions/download_package_artifacts | |
| with: | |
| folder: hi-ml-azure | |
| - name: Install dependencies | |
| if: ${{ matrix.folder != 'hi-ml-azure' }} | |
| run: | | |
| cd hi-ml-azure | |
| make pip_upgrade | |
| # Install package | |
| pip install ${{ steps.download_dep.outputs.package_filename }} | |
| - name: Download package artifacts | |
| id: download | |
| uses: ./.github/actions/download_package_artifacts | |
| with: | |
| folder: ${{ matrix.folder }} | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Install artifact and test | |
| run: | | |
| cd ${{ matrix.folder }} | |
| make pip_upgrade | |
| # Install package | |
| pip install ${{ steps.download.outputs.package_filename }} | |
| # Set env vars so wheel is sent to azureml as a private package | |
| echo "HIML_AZURE_WHEEL_FILENAME=${{ steps.download.outputs.package_filename }}" >> $GITHUB_ENV | |
| # Test with pytest | |
| make pytest_and_coverage | |
| - name: Upload coverage report to Codecov | |
| # Coverage should also be uploaded if tests still fail | |
| if: always() | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| flags: ${{ matrix.folder }} | |
| himl_smoke_helloworld_v1: | |
| runs-on: ubuntu-20.04 | |
| needs: [ cancel-azureml ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: ./.github/actions/prepare_himl_python_env | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Run smoke_helloworld_v1 | |
| run: | | |
| cd hi-ml | |
| make smoke_helloworld_v1 | |
| himl_smoke_helloworld_v2: | |
| runs-on: ubuntu-20.04 | |
| needs: [ cancel-azureml ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: ./.github/actions/prepare_himl_python_env | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Run smoke_helloworld_v2 | |
| run: | | |
| cd hi-ml | |
| make smoke_helloworld_v2 | |
| himl_smoke_helloworld_v1_2nodes: | |
| runs-on: ubuntu-20.04 | |
| needs: [ cancel-azureml ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: ./.github/actions/prepare_himl_python_env | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Run smoke_helloworld_v1_2nodes | |
| run: | | |
| cd hi-ml | |
| make smoke_helloworld_v1_2nodes | |
| himl_smoke_helloworld_v2_2nodes: | |
| runs-on: ubuntu-20.04 | |
| needs: [ cancel-azureml ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: ./.github/actions/prepare_himl_python_env | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Run smoke_helloworld_v2_2nodes | |
| run: | | |
| cd hi-ml | |
| make smoke_helloworld_v2_2nodes | |
| himl-smoke-tests-completed: | |
| # This job is just a placeholder to ensure that all smoke tests have completed before | |
| # publishing the package. Reference this job rather than the individual smoke tests. | |
| runs-on: ubuntu-20.04 | |
| needs: [ | |
| himl_smoke_helloworld_v1, | |
| himl_smoke_helloworld_v2, | |
| himl_smoke_helloworld_v1_2nodes, | |
| himl_smoke_helloworld_v2_2nodes, | |
| ] | |
| steps: | |
| - name: Smoke tests completed | |
| run: | | |
| echo "All hi-ml smoke tests have passed" | |
| himl-publish-testpypi-pkg: | |
| runs-on: ubuntu-20.04 | |
| needs: [ himl-test-artifact-pkg, himl-mypy, himl-flake8, himl-smoke-tests-completed ] | |
| if: "!startsWith(github.ref, 'refs/tags/v')" | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Download package artifacts | |
| id: download | |
| uses: ./.github/actions/download_package_artifacts | |
| with: | |
| folder: ${{ matrix.folder }} | |
| - name: Publish package to TestPyPI | |
| uses: pypa/gh-action-pypi-publish@master | |
| with: | |
| user: __token__ | |
| password: ${{ env.PYPI_TEST_API_TOKEN }} | |
| packages_dir: ${{ matrix.folder }}/dist/ | |
| repository_url: https://test.pypi.org/legacy/ | |
| verbose: true | |
| - name: Show published TestPyPI package version | |
| run: | | |
| echo "Install this package version via:" | |
| echo "pip install --extra-""index-url https://test.pypi.org/simple ${{ steps.download.outputs.package_version }}" | |
| himl-publish-pypi-pkg: | |
| runs-on: ubuntu-20.04 | |
| needs: [ himl-test-artifact-pkg, himl-mypy, himl-flake8, himl-smoke-tests-completed ] | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Download package artifacts | |
| id: download | |
| uses: ./.github/actions/download_package_artifacts | |
| with: | |
| folder: ${{ matrix.folder }} | |
| - name: Publish package to PyPI | |
| uses: pypa/gh-action-pypi-publish@master | |
| with: | |
| user: __token__ | |
| password: ${{ env.PYPI_API_TOKEN }} | |
| packages_dir: ${{ matrix.folder }}/dist/ | |
| himl-test-pypi-pkg: | |
| runs-on: ubuntu-20.04 | |
| needs: [ himl-publish-pypi-pkg ] | |
| strategy: | |
| matrix: | |
| folder: [ hi-ml, hi-ml-azure ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| lfs: true | |
| - name: Set up Python ${{ env.pythonVersion }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.pythonVersion }} | |
| - name: Download package artifacts | |
| id: download | |
| uses: ./.github/actions/download_package_artifacts | |
| with: | |
| folder: ${{ matrix.folder }} | |
| - name: Install dependencies | |
| if: ${{ matrix.folder != 'hi-ml-azure' }} | |
| run: | | |
| cd hi-ml-azure | |
| # Install local package in editable mode | |
| make pip_local | |
| - name: Azure login using OpenID Connect | |
| uses: ./.github/actions/azure-login | |
| - name: Install PyPI package and test | |
| run: | | |
| cd ${{ matrix.folder }} | |
| make pip_upgrade | |
| make pip_test | |
| while ! pip install ${{ steps.download.outputs.package_version }} | |
| do | |
| echo waiting for pypi | |
| sleep 10 | |
| done | |
| # Test with pytest, fast only | |
| make pytest_fast | |
| hi-ml-pr-completed: | |
| runs-on: ubuntu-20.04 | |
| if: "!startsWith(github.ref, 'refs/tags/v')" | |
| needs: [ himl-publish-testpypi-pkg ] | |
| steps: | |
| - name: Final PR Job | |
| run: | | |
| echo "All hi-ml PR jobs have passed" |