Data processing pipeline patterns. Linear, branching, looping, parallel, and hybrid data processing pipeline patterns are essential tools for handling and managing data in the modern world. They offer a structured approach to data processing, enabling data to flow efficiently from one stage to another, while minimizing bottlenecks and ensuring the quality of the end result.