Big rework #71
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| name: staging | |
| on: | |
| pull_request: | |
| branches: | |
| - main | |
| jobs: | |
| run-staging-workflow: | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| GCP_CREDENTIALS: ${{ secrets.GCP_CREDENTIALS }} | |
| ZENML_USERNAME: ${{ secrets.ZENML_USERNAME }} | |
| ZENML_PASSWORD: ${{ secrets.ZENML_PASSWORD }} | |
| ZENML_HOST: ${{ secrets.ZENML_HOST }} | |
| ZENML_DEBUG: true | |
| ZENML_ANALYTICS_OPT_IN: false | |
| ZENML_LOGGING_VERBOSITY: INFO | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v3 | |
| - id: 'auth' | |
| uses: 'google-github-actions/auth@v1' | |
| with: | |
| credentials_json: '${{ secrets.GCP_CREDENTIALS }}' | |
| - name: 'Set up Cloud SDK' | |
| uses: 'google-github-actions/setup-gcloud@v1' | |
| - id: install-kubectl | |
| uses: azure/setup-kubectl@v3 | |
| - name: Authenticate docker | |
| run: | | |
| gcloud auth configure-docker --project zenml-demos | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.9' | |
| - uses: syphar/restore-virtualenv@v1 | |
| id: cache-virtualenv | |
| with: | |
| requirement_files: 'requirements-gcp.txt' | |
| - uses: syphar/restore-pip-download-cache@v1 | |
| if: steps.cache-virtualenv.outputs.cache-hit != 'true' | |
| with: | |
| requirement_files: 'requirements-gcp.txt' | |
| - name: Install requirements | |
| if: steps.cache-virtualenv.outputs.cache-hit != 'true' | |
| run: | | |
| pip install -r requirements-gcp.txt | |
| - name: Install wkhtmltopdf | |
| run: sudo apt-get install wkhtmltopdf | |
| - name: Connect to ZenML server | |
| run: | | |
| zenml connect --no-verify-ssl --url $ZENML_HOST --username $ZENML_USERNAME --password $ZENML_PASSWORD | |
| - name: Set stack | |
| run: | | |
| zenml stack set gcp_gitflow_stack | |
| - name: Run pipeline | |
| run: | | |
| python run.py \ | |
| --pipeline train \ | |
| --requirements requirements-gcp.txt \ | |
| --dataset staging | |
| - 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 |