Supporting v2-datasets loading outside running a pipeline e.g. when using kedro ipython
#141
Workflow file for this run
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| name: "Test and Publish" | |
| on: | |
| push: | |
| branches: | |
| - master | |
| - develop | |
| paths-ignore: | |
| - "docs/**" | |
| pull_request: | |
| branches: | |
| - master | |
| - develop | |
| paths-ignore: | |
| - "docs/**" | |
| jobs: | |
| unit_tests: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: [ '3.8', '3.9', '3.10'] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Setup python ${{ matrix.python-version }} | |
| uses: actions/[email protected] | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Setup poetry | |
| run: | | |
| python -V | |
| python -m pip install poetry | |
| - name: Check pre-commit status | |
| run: | | |
| poetry install -v | |
| poetry run pre-commit run --all-files | |
| - name: Test with tox | |
| run: | | |
| pip install tox-pip-version tox-gh-actions "tox<4.0.0" | |
| tox -v | |
| - name: Store coverage reports | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: coverage-${{ matrix.python-version }} | |
| path: coverage.xml | |
| if-no-files-found: error | |
| sonarcloud: | |
| runs-on: ubuntu-latest | |
| needs: unit_tests | |
| steps: | |
| - uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 0 | |
| - uses: actions/download-artifact@v3 | |
| with: | |
| name: coverage-3.9 | |
| path: . | |
| - name: SonarCloud Scan | |
| uses: sonarsource/sonarcloud-github-action@master | |
| with: | |
| projectBaseDir: ${{ github.workspace }} | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| SONAR_TOKEN: ${{ secrets.SONARCLOUD_TOKEN }} | |
| codeql: | |
| runs-on: ubuntu-latest | |
| needs: unit_tests | |
| permissions: | |
| actions: read | |
| contents: read | |
| security-events: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| # Initializes the CodeQL tools for scanning. | |
| - name: Initialize CodeQL | |
| uses: github/codeql-action/init@v2 | |
| with: | |
| languages: python | |
| - name: Autobuild | |
| uses: github/codeql-action/autobuild@v2 | |
| - name: Perform CodeQL Analysis | |
| uses: github/codeql-action/analyze@v2 | |
| ### PROJECT SPECIFIC CONFIGURATION HERE | |
| e2e_tests: | |
| if: (github.event.pull_request.head.repo.full_name == github.repository || github.event.pull_request == null) | |
| needs: [unit_tests, sonarcloud] | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| e2e_config: ["e2e", "e2e_pipeline_data_passing"] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Setup python | |
| uses: actions/[email protected] | |
| with: | |
| python-version: "3.10" | |
| - name: Setup poetry | |
| run: | | |
| python -V | |
| python -m pip install poetry | |
| - name: Build the package | |
| run: | | |
| poetry build -f sdist | |
| - name: Initialize starter project | |
| run: | | |
| pip install $(find "./dist" -name "*.tar.gz") | |
| kedro new --starter spaceflights --config tests/conf/${{ matrix.e2e_config }}/starter-config.yml --verbose | |
| - name: Install starter requirements | |
| working-directory: ./spaceflights | |
| run: | | |
| find "../dist" -name "*.tar.gz" | xargs -I@ cp @ kedro-azureml.tar.gz | |
| echo -e "\n./kedro-azureml.tar.gz\n" >> src/requirements.txt | |
| echo -e "kedro-docker\n" >> src/requirements.txt | |
| echo -e "openpyxl\n" >> src/requirements.txt # temp fix for kedro-datasets issues with optional packages | |
| sed -i '/kedro-telemetry/d' src/requirements.txt | |
| echo $(cat src/requirements.txt) | |
| pip install -r src/requirements.txt | |
| - name: Update starter configs | |
| working-directory: ./spaceflights | |
| run: | | |
| kedro docker init | |
| sed -i 's/\(COPY src\/requirements.txt.*\)$/\1\nCOPY kedro-azureml.tar.gz ./g' Dockerfile | |
| cat Dockerfile | |
| echo "!data/01_raw" >> .dockerignore | |
| rm conf/base/catalog.yml | |
| cp ../tests/conf/${{ matrix.e2e_config }}/catalog.yml conf/base/catalog.yml | |
| cp ../tests/conf/${{ matrix.e2e_config }}/azureml.yml conf/base/azureml.yml | |
| sed -i 's/{container_registry}/${{ secrets.REGISTRY_LOGIN_SERVER }}/g' conf/base/azureml.yml | |
| sed -i 's/{image_tag}/${{ matrix.e2e_config }}/g' conf/base/azureml.yml | |
| cat conf/base/azureml.yml | |
| - name: Login via Azure CLI | |
| uses: azure/login@v1 | |
| with: | |
| creds: ${{ secrets.AZURE_CREDENTIALS }} | |
| - name: Login to acr.io | |
| uses: azure/docker-login@v1 | |
| with: | |
| login-server: ${{ secrets.REGISTRY_LOGIN_SERVER }} | |
| username: ${{ secrets.AZURE_CLIENT_ID }} | |
| password: ${{ secrets.AZURE_CLIENT_SECRET }} | |
| - name: Build and push docker image | |
| working-directory: ./spaceflights | |
| run: | | |
| docker pull ${{ secrets.REGISTRY_LOGIN_SERVER }}/kedro-azureml-e2e:${{ matrix.e2e_config }} || true | |
| docker build --build-arg BASE_IMAGE=python:3.10-buster -t ${{ secrets.REGISTRY_LOGIN_SERVER }}/kedro-azureml-e2e:${{ matrix.e2e_config }} --cache-from=${{ secrets.REGISTRY_LOGIN_SERVER }}/kedro-azureml-e2e:${{ matrix.e2e_config }} . | |
| docker push ${{ secrets.REGISTRY_LOGIN_SERVER }}/kedro-azureml-e2e:${{ matrix.e2e_config }} | |
| - name: Run on Azure ML Pipelines | |
| working-directory: ./spaceflights | |
| env: | |
| AZURE_STORAGE_ACCOUNT_KEY: ${{ secrets.AZURE_STORAGE_ACCOUNT_KEY }} | |
| AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }} | |
| AZURE_TENANT_ID: ${{ secrets.AZURE_TENANT_ID }} | |
| AZURE_CLIENT_SECRET: ${{ secrets.AZURE_CLIENT_SECRET }} | |
| AZURE_CLIENT_ID: ${{ secrets.AZURE_CLIENT_ID }} | |
| run: | | |
| kedro azureml run --wait-for-completion --env-var 'GETINDATA=ROCKS!' | |
| publish: | |
| # only run on push to master | |
| if: github.event.pull_request == null && github.ref == 'refs/heads/master' | |
| needs: [e2e_tests, codeql] | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: [ 3.8 ] | |
| env: | |
| PYTHON_PACKAGE: kedro_azureml | |
| steps: | |
| - name: Checkout the repo | |
| uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 0 # necessary to enable merging, all the history is needed | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v1 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Build package dist from source # A better way will be : https://packaging.python.org/guides/publishing-package-distribution-releases-using-github-actions-ci-cd-workflows/ but pep 517 is still marked as experimental | |
| run: | | |
| pip install poetry | |
| poetry build | |
| - name: Merge back to develop # we have to set the config first on a fresh machine | |
| run: | | |
| git config user.name github-actions | |
| git config user.email [email protected] | |
| git checkout -B develop --track origin/develop | |
| git merge master | |
| git push | |
| - name: Set dynamically package version as output variable # see https://github.com/actions/create-release/issues/39 | |
| # see https://docs.github.com/en/free-pro-team@latest/actions/reference/workflow-commands-for-github-actions#setting-an-environment-variable | |
| id: set_package_version | |
| run: | | |
| echo "::set-output name=PACKAGE_VERSION::$(cat $PYTHON_PACKAGE/__init__.py | grep -Po '\d+\.\d+\.\d+')" | |
| - name: Create temporary file with the body content for the release | |
| run: | | |
| grep -Poz "## \[${{steps.set_package_version.outputs.PACKAGE_VERSION}}] - \d{4}-\d{2}-\d{2}[\S\s]+?(?=## \[\d+\.\d+\.\d+\]|\[.+\]:)" CHANGELOG.md > release_body.md | |
| - name: Create Release # https://github.com/actions/create-release | |
| id: create_release | |
| uses: actions/[email protected] | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # This token is provided by Actions, you do not need to create your own token | |
| with: | |
| tag_name: ${{ steps.set_package_version.outputs.PACKAGE_VERSION }} | |
| release_name: Release ${{ steps.set_package_version.outputs.PACKAGE_VERSION }} | |
| body_path: ./release_body.md | |
| draft: false | |
| prerelease: false | |
| - name: Rollback Release in case of run failure | |
| if: failure() && steps.create_release.outputs.id != '' | |
| uses: author/action-rollback@stable | |
| with: | |
| # Using a known release ID | |
| release_id: ${{ steps.create_release.outputs.id }} | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Publish distribution to PyPI # official action from python maintainers | |
| uses: pypa/gh-action-pypi-publish@master | |
| with: | |
| user: __token__ | |
| password: ${{ secrets.PYPI_PASSWORD }} | |
| verbose: true # trace if the upload fails |