better arch #13
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| name: Deploy Model Serving Cluster GKE | |
| on: | |
| push: | |
| branches: | |
| - "master" | |
| paths-ignore: | |
| - "*.md" | |
| permissions: | |
| contents: "read" | |
| id-token: "write" | |
| jobs: | |
| Build-Docker-Image: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Log in to Docker Hub | |
| uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a | |
| with: | |
| username: ${{ secrets.DOCKER_USERNAME }} | |
| password: ${{ secrets.DOCKER_PASSWORD }} | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Build and Push Lens Docker Image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| context: ./lens | |
| file: ./lens/Dockerfile | |
| tags: anhtu293/lens-app:${{ github.sha }} | |
| push: true | |
| - name: Build and Push OCR Docker Image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| context: ./ocr_app | |
| file: ./ocr_app/Dockerfile | |
| tags: anhtu293/ocr-app:${{ github.sha }} | |
| push: true | |
| - name: Build and Push Translation Docker Image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| context: ./trans_app | |
| file: ./trans_app/Dockerfile | |
| tags: anhtu293/translation-app:${{ github.sha }} | |
| push: true | |
| Deploy-Model-Serving-Cluster: | |
| runs-on: ubuntu-latest | |
| needs: [Build-Docker-Image] | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - id: "auth" | |
| name: "Authenticate to Google Cloud" | |
| uses: "google-github-actions/auth@f112390a2df9932162083945e46d439060d66ec2" # google-github-actions/auth@v2 | |
| with: | |
| credentials_json: "${{ secrets.GCP_CREDENTIALS }}" | |
| - name: "Set up Cloud SDK" | |
| uses: "google-github-actions/setup-gcloud@v2" | |
| - name: "Use gcloud CLI" | |
| run: "gcloud info" | |
| # Get the GKE credentials so we can deploy to the cluster | |
| - name: "Set up GKE credentials" | |
| uses: "google-github-actions/get-gke-credentials@6051de21ad50fbb1767bc93c11357a49082ad116" # google-github-actions/get-gke-credentials@v2 | |
| with: | |
| cluster_name: "${{ vars.GKE_CLUSTER }}" | |
| location: "${{ vars.GKE_ZONE }}" | |
| - name: Install Helm | |
| run: | | |
| curl https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 | bash | |
| - name: Deploy Lens App | |
| run: | | |
| echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | sudo tee -a /etc/apt/sources.list.d/google-cloud-sdk.list | |
| curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key --keyring /usr/share/keyrings/cloud.google.gpg add - | |
| sudo apt update | |
| sudo apt-get install google-cloud-sdk-gke-gcloud-auth-plugin kubectl | |
| export USE_GKE_GCLOUD_AUTH_PLUGIN=True | |
| gcloud container clusters get-credentials ${{ vars.GKE_CLUSTER }} \ | |
| --zone ${{ vars.GKE_ZONE }} \ | |
| --project ${{ secrets.GKE_PROJECT }} | |
| cd deployments/model-serving | |
| helm upgrade --install app ./lens --set lens_app.image.tag=${{ github.sha }} --set ocr_app.image.tag=${{ github.sha }} --set translation_app.image.tag=${{ github.sha }} --namespace model-serving |