pipes-and-filters

What problem does it solve?

This Skill helps manage and optimize data transformation pipelines by decomposing them into independent stages, making them more scalable, testable, and maintainable.

Core Features & Use Cases

• Decomposition into Stages: Break down monolithic pipelines into smaller, composable stages.
• Scalability: Scale individual stages independently based on their resource requirements.
• Testability: Test each stage in isolation without the need for the entire pipeline.
• Use Case: For example, a data pipeline processing logs can be split into stages for parsing, filtering, and aggregating data, each running in parallel and independently scalable.

Quick Start

To use the pipes-and-filters Skill, define your pipeline stages and connect them using pipes (queues or channels) that manage backpressure and data flow.