name: Monthly Model Retraining

on:
  schedule:
    - cron: '0 0 1 * *'  # Runs at 00:00 on the 1st of every month
  workflow_dispatch:      # Allows you to run it manually via the Actions tab

jobs:
  retrain:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Code
        uses: actions/checkout@v3

      - name: Set up Python
        uses: actions/setup-python@v4
        with:
          python-version: '3.10'

      - name: Install Dependencies
        run: |
          pip install yfinance pandas pandas_ta scikit-learn tensorflow

      - name: Run Retraining Script
        run: python your_retrain_script.py

      - name: Commit and Push Updated Models
        run: |
          git config --local user.email "action@github.com"
          git config --local user.name "GitHub Action"
          git add forex_random_forest_model.sav forex_lstm_model.keras
          git commit -m "Monthly model update [automated]" || echo "No changes to commit"
          git push