How to use Ibis, a universal Python dataframe library

Many different data libraries in Python work with dataframes - Polars, Pandas, DuckDB, and so on. But they all sport highly dissimilar APIs and feature sets, and some have features the others don't. Ibis provides a common, unified front end for over a dozen Python dataframe libraries - a common way to read data, query it, pass dataframes between different processing engines, and report the results. This video shows an example of how this works using a single common dataframe derived from a CSV, using DuckDB, Polars, and Ibis's native dataframe processing.
-----------------------------­---
SUBSCRIBE: ua-cam.com/users/subscription_c...
FACEBOOK: / infoworld
TWITTER: / infoworld
WEBSITE: www.infoworld.com/