Big rework #15
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| name: PR Flow | |
| on: | |
| pull_request: | |
| branches: [staging, main] | |
| concurrency: | |
| # New commit on branch cancels running workflows of the same branch | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| run-staging-workflow: | |
| runs-on: ubuntu-dind-runners | |
| env: | |
| GCP_CREDENTIALS: ${{ secrets.GCP_CREDENTIALS }} | |
| ZENML_HOST: ${{ secrets.ZENML_HOST }} | |
| ZENML_API_KEY: ${{ secrets.ZENML_API_KEY }} | |
| ZENML_STAGING_STACK: ${{ secrets.ZENML_STAGING_STACK }} | |
| ZENML_PRODUCTION_STACK: ${{ secrets.ZENML_PRODUCTION_STACK }} | |
| ZENML_GITHUB_SHA: ${{ github.event.pull_request.head.sha }} | |
| ZENML_GITHUB_URL_PR: ${{ github.event.pull_request._links.html.href }} | |
| ZENML_DEBUG: true | |
| ZENML_ANALYTICS_OPT_IN: false | |
| ZENML_LOGGING_VERBOSITY: INFO | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.9' | |
| - name: Install requirements | |
| if: ${{ github.base_ref == 'staging' }} | |
| run: | | |
| pip3 install -r requirements.txt | |
| zenml integration install s3 sklearn mlflow deepchecks -y | |
| - name: Install requirements | |
| if: ${{ github.base_ref == 'main' }} | |
| run: | | |
| pip3 install -r requirements.txt | |
| zenml integration install s3 sklearn mlflow deepchecks kubernetes -y | |
| - name: Install wkhtmltopdf | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y wkhtmltopdf | |
| - name: Connect to ZenML server | |
| run: | | |
| zenml connect --url $ZENML_HOST --api-key $ZENML_API_KEY | |
| - name: Set stack (Staging) | |
| if: ${{ github.base_ref == 'staging' }} | |
| run: | | |
| zenml stack set ${{ env.ZENML_STAGING_STACK }} | |
| - name: Set stack (Production) | |
| if: ${{ github.base_ref == 'main' }} | |
| run: | | |
| zenml stack set ${{ env.ZENML_PRODUCTION_STACK }} | |
| - name: Run pipeline (Staging) | |
| if: ${{ github.base_ref == 'staging' }} | |
| run: | | |
| python run.py \ | |
| --pipeline train \ | |
| --dataset staging \ | |
| --version ${{ env.ZENML_GITHUB_SHA }} \ | |
| --github-pr-url ${{ env.ZENML_GITHUB_URL_PR }} \ | |
| -o ${{ secrets.ZENML_ORG_ID }} \ | |
| -t ${{ secrets.ZENML_TENANT_ID }} | |
| - name: Run pipeline (Production) | |
| if: ${{ github.base_ref == 'main' }} | |
| run: | | |
| python run.py \ | |
| --pipeline end-to-end \ | |
| --dataset production \ | |
| --version ${{ env.ZENML_GITHUB_SHA }} \ | |
| --github-pr-url ${{ env.ZENML_GITHUB_URL_PR }} \ | |
| -o ${{ secrets.ZENML_ORG_ID }} \ | |
| -t ${{ secrets.ZENML_TENANT_ID }} | |
| - name: Read training report | |
| id: report | |
| uses: juliangruber/read-file-action@v1 | |
| with: | |
| path: ./model_train_results.md | |
| - name: PR comment with training report | |
| uses: thollander/actions-comment-pull-request@v2 | |
| with: | |
| filePath: ./model_train_results.md | |
| comment_tag: training_report | |
| mode: recreate | |
| create_if_not_exists: true |