Ibis: The Portable Python Dataframe Library

Ibis is a portable Python dataframe library that provides a Pythonic way to build and execute operations on data in various backends, including SQL databases, data warehouses, and data lakes. It offers a familiar dataframe API that compiles into the backend's native language, enabling local iteration and remote deployment by changing a single line of code. It is currently at version 12.0.0 and maintains an active release cadence with frequent updates.