Update Readme.md #104
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| name: CI/CD Pipeline | |
| on: | |
| push: | |
| branches: | |
| - '*' | |
| pull_request: | |
| branches: | |
| - '*' | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| env: | |
| BUILD_BRANCH: ${{ github.ref_name }} | |
| BUILD_COMMIT: ${{ github.sha }} | |
| PROJECT_ID: "deeplearning-sahil" | |
| LOCATION: "us" | |
| REPOSITORY: sahil-experiment-docker-images | |
| IMAGE_NAME: ml-pipelines-kfp-image | |
| FASTAPI_IMAGE_NAME: fastapi-ml-generic | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v2 | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v1 | |
| - name: Authenticate to Google Cloud | |
| uses: google-github-actions/auth@v1 | |
| with: | |
| credentials_json: ${{ secrets.GCP_SERVICE_ACCOUNT_KEY }} | |
| - name: Configure Docker for Artifact Registry | |
| run: | | |
| gcloud auth configure-docker ${{ env.LOCATION }}-docker.pkg.dev | |
| - name: Build ml_pipeline_kfp_image | |
| run: | | |
| docker build \ | |
| --build-arg BUILD_BRANCH=${{ env.BUILD_BRANCH }} \ | |
| --build-arg BUILD_COMMIT=${{ env.BUILD_COMMIT }} \ | |
| --tag ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ github.ref_name }} \ | |
| --file Dockerfile . | |
| - name: Push ml_pipeline_kfp_image | |
| run: | | |
| docker push ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.IMAGE_NAME }}:${{ github.ref_name }} | |
| - name: Build FastAPI inference image | |
| run: | | |
| docker build \ | |
| --build-arg BUILD_BRANCH=${{ env.BUILD_BRANCH }} \ | |
| --build-arg BUILD_COMMIT=${{ env.BUILD_COMMIT }} \ | |
| --tag ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.FASTAPI_IMAGE_NAME }}:${{ github.ref_name }} \ | |
| --tag ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.FASTAPI_IMAGE_NAME }}:latest \ | |
| --file src/ml_pipelines_kfp/iris_xgboost/pipelines/components/fastapi/Dockerfile.fastapi \ | |
| src/ml_pipelines_kfp/iris_xgboost/pipelines/components/fastapi/ | |
| - name: Push FastAPI inference image | |
| run: | | |
| docker push ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.FASTAPI_IMAGE_NAME }}:${{ github.ref_name }} | |
| docker push ${{ env.LOCATION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPOSITORY }}/${{ env.FASTAPI_IMAGE_NAME }}:latest |