docs(blog): classification metrics on the backend #6269
Workflow file for this run
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| name: Cloud Backends | |
| on: | |
| push: | |
| # Skip the backend suite if all changes are in the docs directory | |
| paths-ignore: | |
| - "docs/**" | |
| - "**/*.md" | |
| - "**/*.qmd" | |
| - "codecov.yml" | |
| - ".envrc" | |
| branches: | |
| - main | |
| pull_request_target: | |
| types: | |
| - labeled | |
| permissions: | |
| # this allows extractions/setup-just to list releases for `just` at a higher | |
| # rate limit while restricting GITHUB_TOKEN permissions elsewhere | |
| contents: read | |
| env: | |
| FORCE_COLOR: "1" | |
| SQLALCHEMY_WARN_20: "1" | |
| HYPOTHESIS_PROFILE: "ci" | |
| jobs: | |
| test_backends: | |
| name: ${{ matrix.backend.title }} python-${{ matrix.python-version }} | |
| # only a single bigquery or snowflake run at a time, otherwise test data is | |
| # clobbered by concurrent runs | |
| concurrency: | |
| group: ${{ matrix.backend.title }}-${{ matrix.python-version }}-${{ github.event.label.name || 'ci-run-cloud' }} | |
| cancel-in-progress: false | |
| runs-on: ubuntu-latest | |
| if: github.event_name == 'push' || github.event.label.name == 'ci-run-cloud' | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| python-version: | |
| - "3.10" | |
| - "3.12" | |
| backend: | |
| - name: snowflake | |
| title: Snowflake | |
| extras: | |
| - --extra snowflake | |
| - name: databricks | |
| title: Databricks | |
| extras: | |
| - --extra databricks | |
| include: | |
| - python-version: "3.10" | |
| backend: | |
| name: bigquery | |
| title: BigQuery | |
| extras: | |
| - --extra bigquery | |
| - python-version: "3.12" | |
| backend: | |
| name: bigquery | |
| title: BigQuery | |
| extras: | |
| - --extra bigquery | |
| - --extra geospatial | |
| - python-version: "3.10" | |
| backend: | |
| name: snowflake | |
| title: Snowflake + Snowpark | |
| key: snowpark | |
| extras: | |
| - --extra snowflake | |
| - python-version: "3.11" | |
| backend: | |
| name: snowflake | |
| title: Snowflake + Snowpark | |
| key: snowpark | |
| extras: | |
| - --extra snowflake | |
| steps: | |
| - name: checkout | |
| uses: actions/checkout@v4 | |
| if: github.event.label.name != 'ci-run-cloud' | |
| - name: checkout | |
| if: github.event.label.name == 'ci-run-cloud' | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.pull_request.head.sha }} | |
| - uses: actions/[email protected] | |
| id: generate_token | |
| with: | |
| app-id: ${{ secrets.DOCS_BOT_APP_ID }} | |
| private-key: ${{ secrets.DOCS_BOT_APP_PRIVATE_KEY }} | |
| - name: reset cloud ci run label | |
| uses: actions-ecosystem/action-remove-labels@v1 | |
| if: github.event.label.name == 'ci-run-cloud' | |
| with: | |
| labels: ci-run-cloud | |
| github_token: ${{ steps.generate_token.outputs.token }} | |
| - name: install python | |
| uses: actions/setup-python@v5 | |
| id: install_python | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: install uv | |
| uses: astral-sh/[email protected] | |
| with: | |
| enable-cache: true | |
| - name: install additional deps | |
| if: matrix.backend.key == 'snowpark' | |
| run: uv add --no-sync --optional snowflake snowflake-snowpark-python | |
| - uses: extractions/setup-just@v2 | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - name: download backend data | |
| run: just download-data | |
| - uses: google-github-actions/auth@v2 | |
| with: | |
| credentials_json: ${{ secrets.GCP_CREDENTIALS }} | |
| - name: setup databricks credentials | |
| if: matrix.backend.name == 'databricks' | |
| run: | | |
| { | |
| echo "DATABRICKS_HTTP_PATH=${DATABRICKS_HTTP_PATH}" | |
| echo "DATABRICKS_SERVER_HOSTNAME=${DATABRICKS_SERVER_HOSTNAME}" | |
| echo "DATABRICKS_TOKEN=${DATABRICKS_TOKEN}" | |
| } >> "$GITHUB_ENV" | |
| env: | |
| DATABRICKS_HTTP_PATH: ${{ secrets.DATABRICKS_HTTP_PATH }} | |
| DATABRICKS_SERVER_HOSTNAME: ${{ secrets.DATABRICKS_SERVER_HOSTNAME }} | |
| DATABRICKS_TOKEN: ${{ secrets.DATABRICKS_TOKEN }} | |
| - name: setup snowflake credentials | |
| if: matrix.backend.name == 'snowflake' | |
| run: | | |
| pyversion="${{ matrix.python-version }}" | |
| { | |
| echo "SNOWFLAKE_USER=${SNOWFLAKE_USER}" | |
| echo "SNOWFLAKE_PASSWORD=${SNOWFLAKE_PASSWORD}" | |
| echo "SNOWFLAKE_ACCOUNT=${SNOWFLAKE_ACCOUNT}" | |
| echo "SNOWFLAKE_DATABASE=${SNOWFLAKE_DATABASE}" | |
| echo "SNOWFLAKE_SCHEMA=${SNOWFLAKE_SCHEMA}_python${pyversion//./}_${{ matrix.backend.key }}" | |
| echo "SNOWFLAKE_WAREHOUSE=${SNOWFLAKE_WAREHOUSE}" | |
| } >> "$GITHUB_ENV" | |
| env: | |
| SNOWFLAKE_USER: ${{ secrets.SNOWFLAKE_USER }} | |
| SNOWFLAKE_PASSWORD: ${{ secrets.SNOWFLAKE_PASSWORD }} | |
| SNOWFLAKE_ACCOUNT: ${{ secrets.SNOWFLAKE_ACCOUNT }} | |
| SNOWFLAKE_DATABASE: ${{ secrets.SNOWFLAKE_DATABASE }} | |
| SNOWFLAKE_SCHEMA: ${{ secrets.SNOWFLAKE_SCHEMA }} | |
| SNOWFLAKE_WAREHOUSE: ${{ secrets.SNOWFLAKE_WAREHOUSE }} | |
| - name: enable snowpark testing | |
| if: matrix.backend.key == 'snowpark' | |
| run: echo "SNOWFLAKE_SNOWPARK=1" >> "$GITHUB_ENV" | |
| - name: "run parallel tests: ${{ matrix.backend.name }}" | |
| run: just ci-check "${{ join(matrix.backend.extras, ' ') }} --extra examples" -m ${{ matrix.backend.name }} --numprocesses auto --dist=loadgroup | |
| - name: upload code coverage | |
| if: success() | |
| continue-on-error: true | |
| uses: codecov/codecov-action@v4 | |
| with: | |
| flags: backend,${{ matrix.backend.name }},${{ runner.os }},python-${{ steps.install_python.outputs.python-version }} | |
| token: ${{ secrets.CODECOV_TOKEN }} |