ML/.github/workflows/MLMonitoringData.yml

name: (REPLACE WITH LAMBDA) Run monitoring on data to ensure that fundamentally, the data and its relationships haven't changed

on:
  push:
    branches:
      - "off-**"

jobs:

  Verify-Data:

    runs-on: ubuntu-latest

    steps:
    - uses: actions/checkout@v3
    - name: Install packages to generate data report
      run: |
        pip install --upgrade pip
        pip install -r modules/ml-monitoring/src/evidently/src/requirements/requirements.txt

    - name: Run Monitoring Data report
      env:
        AWS_ACCESS_KEY_ID: ${{ secrets.ROBOT_AWS_ACCESS_KEY_ID }}
        AWS_SECRET_ACCESS_KEY: ${{ secrets.ROBOT_AWS_SECRET_ACCESS_KEY }}
      run: |
        cd modules/ml-monitoring/src/evidently/src
        python regression_report.py

    # - name: Build Monitoring Data docker Image
    #   run: |
    #     cd modules/ml-monitoring/src/evidently/
    #     docker build . --file MonitoringData.Dockerfile --tag monitoring_data_test

    # - name: Run Monitoring Data docker container
    #   run: |
    #     docker run monitoring_data_test