Model Creation #366
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| # 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 |