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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,63 +1,66 @@ | ||
| # name: Build, Push, and Deploy to GKE | ||
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| # on: | ||
| # push: | ||
| # branches: | ||
| # - master | ||
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||
| # env: | ||
| # PROJECT_ID: ${{ secrets.GKE_PROJECT }} | ||
| # GKE_CLUSTER: sfmlops-cluster # cluster name | ||
| # GKE_ZONE: asia-southeast1-a # cluster zone | ||
| # IMAGE_TAG: ${{ github.sha }} # use commit sha as a image tag | ||
| # GAR_ZONE: asia-southeast1 # artifact registry zone | ||
| # GAR_REPO: sfmlops-registry # artifact registry repository | ||
|
|
||
| # jobs: | ||
| # build_and_push_images: | ||
| # name: Setup, Build, Publish, and Deploy to GCP | ||
| # runs-on: ubuntu-latest | ||
| # environment: production | ||
| # strategy: | ||
| # matrix: | ||
| # image: [ | ||
| # { name: web-ui, context: ./services/web-ui, file: ./services/web-ui/Dockerfile, buildargs: "" }, | ||
| # { name: training-service, context: ./services/training-service, file: ./services/training-service/Dockerfile, buildargs: "" }, | ||
| # { name: data-producer, context: ./services/data-producer, file: ./services/data-producer/Dockerfile, buildargs: "" }, | ||
| # { name: mlflow, context: ./services/mlflow, file: ./services/mlflow/Dockerfile, buildargs: "" }, | ||
| # { name: airflow-spark, context: ./services/airflow, file: ./services/airflow/Dockerfile, buildargs: "--build-arg AIRFLOW_HOME=/opt/airflow" }, | ||
| # { name: ray, context: ./services/ray, file: ./services/ray/Dockerfile, buildargs: "--build-arg MLFLOW_ARTIFACT_ROOT=/storage/mlruns --build-arg ARCH_TRAILING_IMG_NAME=-aarch64" }, | ||
| # { name: forecast-service, context: ./services/forecast-service, file: ./services/forecast-service/Dockerfile, buildargs: "" } | ||
| # ] | ||
| # steps: | ||
| # - name: Checkout | ||
| # uses: actions/checkout@v3 | ||
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|
||
| # # setup gcloud cli | ||
| # - name: Authenticate | ||
| # id: auth | ||
| # uses: google-github-actions/auth@v2 | ||
| # with: | ||
| # credentials_json: ${{ secrets.GKE_SA_KEY }} | ||
|
|
||
| # # config docker to use gcloud cli tool as a credential | ||
| # # helper for authentication | ||
| # - name: Docker config | ||
| # run: |- | ||
| # gcloud auth print-access-token | docker login -u oauth2accesstoken --password-stdin https://$GAR_ZONE-docker.pkg.dev | ||
|
|
||
| # # Get GKE credentials | ||
| # - name: Setup GKE credentials | ||
| # uses: google-github-actions/get-gke-credentials@v2 | ||
| # with: | ||
| # cluster_name: ${{ env.GKE_CLUSTER }} | ||
| # location: ${{ env.GKE_ZONE }} | ||
|
|
||
| # - name: Build and push ${{ matrix.image.name }} Docker image | ||
| # run: |- | ||
| # docker build ${{ matrix.image.buildargs }} \ | ||
| # --tag "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:${{ github.sha }}" \ | ||
| # --tag "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:latest" \ | ||
| # -f ${{ matrix.image.file }} ${{ matrix.image.context }} | ||
| # docker push "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:${{ github.sha }}" | ||
| # docker push "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:latest" | ||
| name: Build, Push, and Deploy to GKE | ||
|
|
||
| on: | ||
| push: | ||
| branches: | ||
| - master | ||
|
|
||
| env: | ||
| PROJECT_ID: ${{ secrets.GKE_PROJECT }} | ||
| GKE_CLUSTER: sfmlops-cluster # cluster name | ||
| GKE_ZONE: asia-southeast1-a # cluster zone | ||
| IMAGE_TAG: ${{ github.sha }} # use commit sha as a image tag | ||
| GAR_ZONE: asia-southeast1 # artifact registry zone | ||
| GAR_REPO: sfmlops-registry # artifact registry repository | ||
|
|
||
| jobs: | ||
| build_and_push_images: | ||
| name: Setup, Build, Publish, and Deploy to GCP | ||
| runs-on: ubuntu-latest | ||
| environment: production | ||
| strategy: | ||
| matrix: | ||
| image: [ | ||
| { name: web-ui, context: ./services/web-ui, file: ./services/web-ui/Dockerfile, buildargs: "" }, | ||
| { name: training-service, context: ./services/training-service, file: ./services/training-service/Dockerfile, buildargs: "" }, | ||
| { name: data-producer, context: ./services/data-producer, file: ./services/data-producer/Dockerfile, buildargs: "" }, | ||
| { name: mlflow, context: ./services/mlflow, file: ./services/mlflow/Dockerfile, buildargs: "" }, | ||
| { name: airflow-spark, context: ./services/airflow, file: ./services/airflow/Dockerfile, buildargs: "--build-arg AIRFLOW_HOME=/opt/airflow" }, | ||
| { name: ray, context: ./services/ray, file: ./services/ray/Dockerfile, buildargs: "--build-arg MLFLOW_ARTIFACT_ROOT=/storage/mlruns --build-arg ARCH_TRAILING_IMG_NAME=" }, | ||
| { name: forecast-service, context: ./services/forecast-service, file: ./services/forecast-service/Dockerfile, buildargs: "" } | ||
| ] | ||
| steps: | ||
| - name: Checkout | ||
| uses: actions/checkout@v3 | ||
|
|
||
| # setup gcloud cli | ||
| - name: Authenticate | ||
| id: auth | ||
| uses: google-github-actions/auth@v2 | ||
| with: | ||
| credentials_json: ${{ secrets.GKE_SA_KEY }} | ||
|
|
||
| # config docker to use gcloud cli tool as a credential | ||
| # helper for authentication | ||
| - name: Docker config | ||
| run: |- | ||
| gcloud auth print-access-token | docker login -u oauth2accesstoken --password-stdin https://$GAR_ZONE-docker.pkg.dev | ||
| # Get GKE credentials | ||
| - name: Setup GKE credentials | ||
| uses: google-github-actions/get-gke-credentials@v2 | ||
| with: | ||
| cluster_name: ${{ env.GKE_CLUSTER }} | ||
| location: ${{ env.GKE_ZONE }} | ||
|
|
||
| - name: Build and push ${{ matrix.image.name }} Docker image | ||
| run: |- | ||
| docker build ${{ matrix.image.buildargs }} \ | ||
| --tag "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:${{ github.sha }}" \ | ||
| --tag "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:latest" \ | ||
| -f ${{ matrix.image.file }} ${{ matrix.image.context }} | ||
| docker push "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:${{ github.sha }}" | ||
| docker push "$GAR_ZONE-docker.pkg.dev/$PROJECT_ID/$GAR_REPO/${{ matrix.image.name }}:latest" | ||
| # you can also consider adding another step to run helm/kubectl commands for deployment | ||
| # but since sometimes the command freezes (espicially for airflow), I decide to not include it |
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