continuous_training.yaml

name: Continuous Training
on:
  push:
    branches:
      - main
  schedule:
    - cron: '0 */12 * * *'
  workflow_dispatch:
    inputs:
      reason:
        description: Why to run this?
        required: false
        default: running CT
jobs:
  continuous-training:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repo
        uses: actions/checkout@v2
      - name: Train model
        env:
          WHYLOGS_ACCOUNT_KEY: ${{ secrets.WHYLOGS_ACCOUNT_KEY }}}
        run: |
          pip3 install virtualenv
          virtualenv venv
          source venv/bin/activate
          pip install -r requirements.txt
          mlflow db upgrade sqlite:///mydb.sqlite
          python3 model.py
          echo "Training Completed"
      - name: Commit model changes
        run: |
          git config --local user.email "encinaesteban27@gmail.com"
          git config --local user.name "github-actions[bot]"
          git add .
          git commit -m "Updating model serialization"
      - uses: ad-m/github-push-action@master
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          branch: ${{ github.ref }}