template.yaml

# This file is used by `render workflows init` to scaffold new projects.
# It tells the CLI how to display this template and what instructions to show
# after scaffolding. You can safely ignore it when using this example directly.

name: Data Pipeline
description: Multi-source ETL with parallel extraction and aggregation

workflowsRoot: .

renderBuildCommand: pip install -r requirements.txt
renderStartCommand: python main.py

nextSteps:
  - label: Enter your project directory
    command: cd {{dir}}
  - label: Start your local task server
    command: render workflows dev -- {{startCommand}}
    hint: This runs your workflow service locally, allowing you to view and run tasks without deploying to Render.
  - label: Run the pipeline locally (in another terminal)
    command: "render workflows tasks start run_data_pipeline --local --input='[[\"user_1\", \"user_2\"]]'"
    hint: This runs a full Extract → Transform → Aggregate pipeline with mock data.
  - label: Deploy your workflow service to Render
    hint: |
      To deploy this workflow to Render, first push this code to a remote repository. Then, create a workflow service from your Render Dashboard, connect it to your repository, and provide the following build and start commands:
      • Build command: {{renderBuildCommand}}
      • Start command: {{renderStartCommand}}