model.yml

# This workflow will install Python dependencies, run tests and lint with a single version of Python
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions

name: Model Creation

on:
  workflow_dispatch:
  schedule:
    # every hour on the 15th of each month
    # - cron: "0 * 15 * *"
    # try every 90 mins of the 15th?
    # so no overlap between runs
    - cron: "*/90 * 15 * *"

jobs:
  build:
    runs-on: ubuntu-latest
    strategy:
      matrix:
        order: [2]
        window: [14]
        # trial: [1, 2, 3, 4, 5]
      fail-fast: false
    steps:
      - name: Checkout repo
        uses: actions/checkout@v3

      - name: Set up Python 3.9
        uses: actions/setup-python@v4
        with:
          python-version: "3.9"

      - name: Cache pip dependencies
        uses: actions/cache@v3
        with:
          path: ~/.cache/pip
          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
          restore-keys: |
            ${{ runner.os }}-pip-

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install flake8 pytest coverage
          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi

      - name: Decrypt script
        env:
          RH_PASSWORD: ${{ secrets.RH_PASSWORD }}
          SALT: ${{ secrets.SALT }}
        run: |
          python util/decrypt.py encrypted/create_model.py

      - name: Create model
        env:
          # EVENT: ${{ github.event_name }}
          ORDER: ${{ matrix.order }}
          WINDOW: ${{ matrix.window }}
          # TRIAL: ${{ matrix.trial }}
          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
          AWS_DEFAULT_REGION: ${{ secrets.AWS_DEFAULT_REGION }}
          S3_BUCKET: ${{ secrets.S3_BUCKET }}
        run: |
          python encrypted/create_model.py

      # Add step to create visualization after automating model creation
      # Should be able to copy step from visualize.yml