model_training.yml

name: Model training

on:
  schedule:
    - cron: '0 0 * * 0' 
  push:
    branches:
      - main

jobs:
  run-script:
    runs-on: windows-latest

    permissions:
      contents: write

    steps:
    - name: Checkout repository content
      uses: actions/checkout@v3

    - name: Set up Python
      uses: actions/setup-python@v4
      with:
        python-version: '3.11'

    - name: Install dependencies
      run: |
        python -m pip install --upgrade pip
        pip install -r requirements.txt

    - name: Run the script
      run: |
        python ML/model_training.py  

    - name: Configure git
      run: |
        git config --global user.name 'Adegbehingbe Oluwakorede Joseph'
        git config --global user.email 'joboy-dev@users.noreply.github.com'
    
    - name: Commit recent data updates
      run: |
        git pull
        git add ML/model.pickle
        git commit -m "Update model.pickle"
    
    - name: Push data changes
      run: |
        git push origin main