Update ml-images-ReadMe.md #135
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| name: Build images for US AFs | |
| on: | |
| push: | |
| branches: | |
| - "main" | |
| jobs: | |
| build_base_images: | |
| name: Build base images | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| base: ["centos7", "centos9", "cuda", "jupyter"] | |
| steps: | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Log in to OSG Harbor | |
| uses: docker/[email protected] | |
| with: | |
| registry: hub.opensciencegrid.org | |
| username: ${{ secrets.OSG_HARBOR_ROBOT_USER }} | |
| password: ${{ secrets.OSG_HARBOR_ROBOT_PASSWORD }} | |
| - name: Cache Docker layers | |
| uses: actions/cache@v3 | |
| with: | |
| path: /tmp/.buildx-cache | |
| key: ${{ runner.os }}-buildx-dev-${{ matrix.base }} | |
| restore-keys: | | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }} | |
| # ${{ runner.os }}-buildx-dev | |
| - name: "Build ${{ matrix.base }} base" | |
| uses: docker/build-push-action@v4 | |
| with: | |
| context: "{{defaultContext}}:base" | |
| file: Dockerfile.${{matrix.base}} | |
| push: true | |
| tags: hub.opensciencegrid.org/usatlas/af_${{matrix.base}}:latest | |
| cache-from: type=local,src=/tmp/.buildx-cache | |
| cache-to: type=local,dest=/tmp/.buildx-cache | |
| build_workflow_images: | |
| name: Build workflow images | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| base: ["centos7", "centos9", "cuda", "jupyter"] | |
| workflow: ["tf"] | |
| #, "torch", "scikit", "root"] | |
| needs: build_base_images | |
| steps: | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Log in to OSG Harbor | |
| uses: docker/[email protected] | |
| with: | |
| registry: hub.opensciencegrid.org | |
| username: ${{ secrets.OSG_HARBOR_ROBOT_USER }} | |
| password: ${{ secrets.OSG_HARBOR_ROBOT_PASSWORD }} | |
| - name: Cache Docker layers | |
| uses: actions/cache@v3 | |
| with: | |
| path: /tmp/.buildx-cache | |
| key: ${{ runner.os }}-buildx-dev-${{ matrix.base }}-${{ matrix.workflow }} | |
| restore-keys: | | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }}-${{ matrix.workflow }} | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }} | |
| - name: Build ${{ matrix.base }} > ${{ matrix.workflow }} | |
| uses: docker/build-push-action@v4 | |
| with: | |
| build-args: "BASE_IMAGE=hub.opensciencegrid.org/usatlas/af_${{ matrix.base }}" | |
| context: "{{defaultContext}}:base/workflow" | |
| file: Dockerfile.${{ matrix.workflow }} | |
| push: true | |
| tags: hub.opensciencegrid.org/usatlas/af_${{ matrix.base }}_${{ matrix.workflow }}:latest | |
| cache-from: type=local,src=/tmp/.buildx-cache | |
| cache-to: type=local,dest=/tmp/.buildx-cache | |
| build_final_images: | |
| name: Build final images | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| base: ["centos7", "centos9", "cuda", "jupyter"] | |
| workflow: ["tf"] | |
| # , "torch", "scikit", "root"] | |
| facility: ["uc", "bnl", "slac"] | |
| needs: build_workflow_images | |
| steps: | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Log in to OSG Harbor | |
| uses: docker/[email protected] | |
| with: | |
| registry: hub.opensciencegrid.org | |
| username: ${{ secrets.OSG_HARBOR_ROBOT_USER }} | |
| password: ${{ secrets.OSG_HARBOR_ROBOT_PASSWORD }} | |
| - name: Cache Docker layers | |
| uses: actions/cache@v3 | |
| with: | |
| path: /tmp/.buildx-cache | |
| key: ${{ runner.os }}-buildx-dev-${{ matrix.base }}-${{ matrix.workflow }}-${{ matrix.facility }} | |
| restore-keys: | | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }}-${{ matrix.workflow }}-${{ matrix.facility }} | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }}-${{ matrix.workflow }} | |
| ${{ runner.os }}-buildx-dev-${{ matrix.base }} | |
| - name: Build Build ${{ matrix.base }} > ${{ matrix.workflow }} > ${{ matrix.facility }} | |
| uses: docker/build-push-action@v4 | |
| with: | |
| build-args: | | |
| BASE_IMAGE=hub.opensciencegrid.org/usatlas/af_${{ matrix.base }}_${{ matrix.workflow }} | |
| BASE=${{ matrix.base }} | |
| context: "{{defaultContext}}:base/workflow/af" | |
| file: Dockerfile.${{ matrix.facility }} | |
| push: true | |
| tags: hub.opensciencegrid.org/usatlas/af_${{ matrix.base }}_${{ matrix.workflow }}_${{ matrix.facility }}:latest | |
| cache-from: type=local,src=/tmp/.buildx-cache | |
| cache-to: type=local,dest=/tmp/.buildx-cache |