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Add deployment workflow 10 #10
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| name: Deploy to Google Cloud | |
| on: | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| deploy: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Authenticate with Google Cloud | |
| uses: google-github-actions/auth@v2 | |
| with: | |
| credentials_json: ${{ secrets.GCP_SA_KEY }} | |
| - name: Set up Google Cloud SDK | |
| uses: google-github-actions/setup-gcloud@v2 | |
| with: | |
| project_id: c241-ps478 | |
| - name: Download models | |
| run: | | |
| gsutil cp -r gs://waterwise/models/ models/ | |
| - name: Build Docker image | |
| uses: docker/build-push-action@v5 | |
| with: | |
| context: . | |
| file: ./Dockerfile | |
| push: false | |
| tags: asia-east1-docker.pkg.dev/c241-ps478/waterwise/ml-service:latest | |
| cache-from: type=gha | |
| cache-to: type=gha,mode=max | |
| - name: Push to Google Artifact Registry | |
| run: | | |
| gcloud auth configure-docker asia-east1-docker.pkg.dev | |
| docker push asia-east1-docker.pkg.dev/c241-ps478/waterwise/ml-service:latest | |
| - name: Deploy to Google Run | |
| run: | | |
| gcloud run deploy waterwise-ml \ | |
| --image asia-east1-docker.pkg.dev/c241-ps478/waterwise/ml-service:latest \ | |
| --platform managed \ | |
| --region asia-east1 \ | |
| --allow-unauthenticated \ | |
| --port 5000 |