Prs examples

.github/workflows/cli-jobs-parallel-1a_oj_sales_prediction-pipeline.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: cli-jobs-parallel-1a_oj_sales_prediction-pipeline
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 0/8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - cli/jobs/parallel/1a_oj_sales_prediction/**
+      - infra/**
+      - .github/workflows/cli-jobs-parallel-1a_oj_sales_prediction-pipeline.yml
+      - cli/run-pipeline-jobs.sh
+      - cli/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run job
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash -x ../../../run-job.sh pipeline.yml
+      working-directory: cli/jobs/parallel/1a_oj_sales_prediction

.github/workflows/cli-jobs-parallel-2a_iris_batch_prediction-pipeline.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: cli-jobs-parallel-2a_iris_batch_prediction-pipeline
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 0/8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - cli/jobs/parallel/2a_iris_batch_prediction/**
+      - infra/**
+      - .github/workflows/cli-jobs-parallel-2a_iris_batch_prediction-pipeline.yml
+      - cli/run-pipeline-jobs.sh
+      - cli/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run job
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash -x ../../../run-job.sh pipeline.yml
+      working-directory: cli/jobs/parallel/2a_iris_batch_prediction

.github/workflows/cli-jobs-parallel-3a_mnist_batch_identification-pipeline.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: cli-jobs-parallel-3a_mnist_batch_identification-pipeline
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 0/8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - cli/jobs/parallel/3a_mnist_batch_identification/**
+      - infra/**
+      - .github/workflows/cli-jobs-parallel-3a_mnist_batch_identification-pipeline.yml
+      - cli/run-pipeline-jobs.sh
+      - cli/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run job
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash -x ../../../run-job.sh pipeline.yml
+      working-directory: cli/jobs/parallel/3a_mnist_batch_identification

.github/workflows/sdk-jobs-parallel-1a_oj_sales_prediction-oj_sales_prediction.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-jobs-parallel-1a_oj_sales_prediction-oj_sales_prediction
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 */8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/jobs/parallel/1a_oj_sales_prediction/**
+      - .github/workflows/sdk-jobs-parallel-1a_oj_sales_prediction-oj_sales_prediction.yml
+      - sdk/python/dev-requirements.txt
+      - infra/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with: 
+        python-version: "3.8"
+    - name: pip install notebook reqs
+      run: pip install -r sdk/python/dev-requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run jobs/parallel/1a_oj_sales_prediction/oj_sales_prediction.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "oj_sales_prediction.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python oj_sales_prediction.ipynb oj_sales_prediction.output.ipynb
+      working-directory: sdk/python/jobs/parallel/1a_oj_sales_prediction
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: 1a_oj_sales_prediction
+        path: sdk/python/jobs/parallel/1a_oj_sales_prediction

.github/workflows/sdk-jobs-parallel-2a_iris_batch_prediction-iris_batch_prediction.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-jobs-parallel-2a_iris_batch_prediction-iris_batch_prediction
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 */8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/jobs/parallel/2a_iris_batch_prediction/**
+      - .github/workflows/sdk-jobs-parallel-2a_iris_batch_prediction-iris_batch_prediction.yml
+      - sdk/python/dev-requirements.txt
+      - infra/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with: 
+        python-version: "3.8"
+    - name: pip install notebook reqs
+      run: pip install -r sdk/python/dev-requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run jobs/parallel/2a_iris_batch_prediction/iris_batch_prediction.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "iris_batch_prediction.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python iris_batch_prediction.ipynb iris_batch_prediction.output.ipynb
+      working-directory: sdk/python/jobs/parallel/2a_iris_batch_prediction
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: 2a_iris_batch_prediction
+        path: sdk/python/jobs/parallel/2a_iris_batch_prediction

.github/workflows/sdk-jobs-parallel-3a_mnist_batch_identification-mnist_batch_prediction.yml

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+# This code is autogenerated.
+# Code is generated by running custom script: python3 readme.py
+# Any manual changes to this file may cause incorrect behavior.
+# Any manual changes will be overwritten if the code is regenerated.
+
+name: sdk-jobs-parallel-3a_mnist_batch_identification-mnist_batch_prediction
+# This file is created by sdk/python/readme.py.
+# Please do not edit directly.
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: "0 */8 * * *"
+  pull_request:
+    branches:
+      - main
+    paths:
+      - sdk/python/jobs/parallel/3a_mnist_batch_identification/**
+      - .github/workflows/sdk-jobs-parallel-3a_mnist_batch_identification-mnist_batch_prediction.yml
+      - sdk/python/dev-requirements.txt
+      - infra/**
+      - sdk/python/setup.sh
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: check out repo
+      uses: actions/checkout@v2
+    - name: setup python
+      uses: actions/setup-python@v2
+      with: 
+        python-version: "3.8"
+    - name: pip install notebook reqs
+      run: pip install -r sdk/python/dev-requirements.txt
+    - name: azure login
+      uses: azure/login@v1
+      with:
+        creds: ${{secrets.AZUREML_CREDENTIALS}}
+    - name: bootstrap resources
+      run: |
+          echo '${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}';
+          bash bootstrap.sh
+      working-directory: infra
+      continue-on-error: false
+    - name: setup SDK
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: sdk/python
+      continue-on-error: true
+    - name: setup-cli
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash setup.sh
+      working-directory: cli
+      continue-on-error: true
+    - name: run jobs/parallel/3a_mnist_batch_identification/mnist_batch_prediction.ipynb
+      run: |
+          source "${{ github.workspace }}/infra/sdk_helpers.sh";
+          source "${{ github.workspace }}/infra/init_environment.sh";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" generate_workspace_config "../../.azureml/config.json";
+          bash "${{ github.workspace }}/infra/sdk_helpers.sh" replace_template_values "mnist_batch_prediction.ipynb";
+          [ -f "../../.azureml/config" ] && cat "../../.azureml/config";
+          papermill -k python mnist_batch_prediction.ipynb mnist_batch_prediction.output.ipynb
+      working-directory: sdk/python/jobs/parallel/3a_mnist_batch_identification
+    - name: upload notebook's working folder as an artifact
+      if: ${{ always() }}
+      uses: actions/upload-artifact@v2
+      with:
+        name: 3a_mnist_batch_identification
+        path: sdk/python/jobs/parallel/3a_mnist_batch_identification