Hamilton

Hamilton (current version 1.89.0) is a Python micro-framework for defining dataflows as functions, enabling modular, testable, and maintainable data pipelines. It represents data transformations as a directed acyclic graph (DAG) where nodes are Python functions and edges are dependencies, making it easy to build complex dataframes. It has an active release cadence with frequent updates.