The WaveAssist Starter Template is a lightweight, three-node ETL (Extract, Transform, Load) pipeline demonstrating the core power of the WaveAssist automation platform. Use this template as a springboard to build and deploy your own data workflows in minutes.

Pipeline Flow

IngestData → TransformData → LoadData

1. IngestData (ingest_data.py) Initializes WaveAssist and writes sample records:

   • A greeting message
   • A basic customer object

2. TransformData (transform_data.py) Reads stored data, enriches it by:

   • Converting city to uppercase
   • Calculating name_length
   • Building a personalized greeting combining the greeting and customer name

3. LoadData (load_data.py) Retrieves and displays:

   • Original greeting
   • Transformed customer object
   • Personalized greeting

Features

• Zero-Infrastructure: Deploy with one click on WaveAssist—no servers required.
• Modular Nodes: Clear separation of ingestion, transformation, and loading logic.
• Hands-On Learning: Perfect for getting started with pipelines on WaveAssist.
• Customizable: Plug in real data sources, add more nodes, or route outputs anywhere.

Getting Started

1. One-Click Deploy (Recommended)

1. Sign in or sign up at WaveAssist.
2. Go to Templates → Starter Template.
3. Click Deploy—WaveAssist will import nodes and variables automatically.
4. Run the IngestData node, then TransformData, and finally LoadData.

Customization

• Data Sources: Swap ingest_data.py for a connector to your database or API.
• Transform Logic: Add or modify enrichments inside transform_data.py.
• Destinations: Send results to dashboards, data lakes, or third-party services.

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Repo URL: https://github.com/WaveAssist/starter-template

Learn More: waveassist.io/docs