mlops-101/.github/workflows/load_data.yaml at main · divakaivan/mlops-101 · GitHub

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name: Load Data Monthly

on:
  push:
    branches:
      - main
  #schedule:
   # - cron: '0 0 1 * *' # 1st of each month at midnight

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - name: Set up environment variables
        run: echo "MLFLOW_TRACKING_URI=${{ secrets.MLFLOW_TRACKING_URI }}" >> $GITHUB_ENV

      - uses: actions/checkout@v3

      - name: Install uv
        uses: astral-sh/setup-uv@v1

      - name: Set up Python
        run: uv python install 3.11

      - name: Install the dependencies
        run: |
          uv sync --all-extras

      - name: Run pre-commit checks
        run: |
          uv run pre-commit run --all-files

      - name: Run pytest
        run: |
          uv run pytest

  load_new_month_data:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3

      - name: Install uv
        uses: astral-sh/setup-uv@v1

      - name: Set up Python
        run: uv python install 3.11

      - name: Install the dependencies
        run: |
          uv sync --all-extras

      - name: Authenticate with GCP
        env:
          GCP_SERVICE_ACCOUNT_KEY: ${{ secrets.GCP_SERVICE_ACCOUNT_KEY }}
        run: |
          echo "$GCP_SERVICE_ACCOUNT_KEY" > gcp-key.json
          gcloud auth activate-service-account --key-file=gcp-key.json
          export GOOGLE_APPLICATION_CREDENTIALS=gcp-key.json

      - name: Load New Month Data
        env:
          GOOGLE_APPLICATION_CREDENTIALS: ${{ github.workspace }}/gcp-key.json
        run: |
          uv run python scripts/1_load_monthly_data.py

  update_train_test_sets:
    runs-on: ubuntu-latest
    needs: load_new_month_data
    steps:
      - uses: actions/checkout@v3

      - name: Install uv
        uses: astral-sh/setup-uv@v1

      - name: Set up Python
        run: uv python install 3.11

      - name: Install the dependencies
        run: |
          uv sync --all-extras

      - name: Authenticate with GCP
        env:
          GCP_SERVICE_ACCOUNT_KEY: ${{ secrets.GCP_SERVICE_ACCOUNT_KEY }}
        run: |
          echo "$GCP_SERVICE_ACCOUNT_KEY" > gcp-key.json
          gcloud auth activate-service-account --key-file=gcp-key.json
          export GOOGLE_APPLICATION_CREDENTIALS=gcp-key.json

      - name: Update Train Test Sets
        env:
          GOOGLE_APPLICATION_CREDENTIALS: ${{ github.workspace }}/gcp-key.json
        run: |
          uv run python scripts/2_process_data.py