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enforce label
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1 changed files with 63 additions and 52 deletions
115
.github/workflows/MLPipelinePullRequest.yml
vendored
115
.github/workflows/MLPipelinePullRequest.yml
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@ -11,72 +11,83 @@ permissions: write-all
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jobs:
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Verify-Model:
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Enforce-label:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v3
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- name: Install packages to retrieve artifacts
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env:
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AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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run: |
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pip install --upgrade pip
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pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt
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- uses: yogevbd/enforce-label-action@2.1.0
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with:
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REQUIRED_LABELS_ANY: "major,minorr,patch"
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REQUIRED_LABELS_ANY_DESCRIPTION: "Select at least one label ['major','minor','patch']"
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BANNED_LABELS: "banned"
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- name: Retrieve artifacts (dvc.lock)
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env:
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AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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run: |
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cd modules/ml-pipeline/src/pipeline/src
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dvc pull -r experiments
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# Verify-Model:
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- name: Build Prediction docker Image
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run: |
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cd modules/ml-pipeline/src/pipeline/
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docker build . --file Prediction.Dockerfile --tag prediction_test
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# runs-on: ubuntu-latest
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- name: Run Prediction docker container
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run: |
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docker run prediction_test
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# steps:
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# - uses: actions/checkout@v3
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# - name: Install packages to retrieve artifacts
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# env:
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# AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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# AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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# run: |
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# pip install --upgrade pip
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# pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt
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Trigger-CML:
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# - name: Retrieve artifacts (dvc.lock)
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# env:
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# AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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# AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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# run: |
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# cd modules/ml-pipeline/src/pipeline/src
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# dvc pull -r experiments
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runs-on: ubuntu-latest
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# - name: Build Prediction docker Image
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# run: |
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# cd modules/ml-pipeline/src/pipeline/
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# docker build . --file Prediction.Dockerfile --tag prediction_test
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steps:
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- uses: actions/checkout@v3
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- name: Install packages to retrieve artifacts
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run: |
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pip install --upgrade pip
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pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt
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# - name: Run Prediction docker container
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# run: |
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# docker run prediction_test
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- name: Retrieve artifacts (dvc.lock)
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env:
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AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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run: |
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cd modules/ml-pipeline/src/pipeline/src
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dvc pull -r experiments
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# Trigger-CML:
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- uses: actions/setup-python@v4
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- uses: iterative/setup-cml@v1
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- name: Generate report
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env:
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AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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run: |
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cd modules/ml-pipeline/src/pipeline/src
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echo "## Model metrics" > report.md
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# runs-on: ubuntu-latest
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# Compare metrics to master
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git fetch --depth=1 origin master:master
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dvc metrics diff --md --all master >> report.md
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# steps:
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# - uses: actions/checkout@v3
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# - name: Install packages to retrieve artifacts
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# run: |
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# pip install --upgrade pip
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# pip install -r modules/ml-pipeline/src/pipeline/src/requirements/version_control/requirements.txt
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cml comment create report.md
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# - name: Retrieve artifacts (dvc.lock)
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# env:
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# AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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# AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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# run: |
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# cd modules/ml-pipeline/src/pipeline/src
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# dvc pull -r experiments
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# - uses: actions/setup-python@v4
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# - uses: iterative/setup-cml@v1
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# - name: Generate report
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# env:
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# AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
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# AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
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# REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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# run: |
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# cd modules/ml-pipeline/src/pipeline/src
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# echo "## Model metrics" > report.md
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# # Compare metrics to master
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# git fetch --depth=1 origin master:master
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# dvc metrics diff --md --all master >> report.md
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# cml comment create report.md
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# # echo "## Residuals plot from model" >> report.md
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# # metrics_location=$(find . -maxdepth 10 -name "residuals.png")
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