A portable Python dataframe library for working with data and databases.
Ibis is a dataframe library that merges other dataframe technologies. That includes tools like pandas, pyspark, dask and Polars that leverage Python. But it also includes SQL backends like BigQuery, sqlite and DuckDB.
Ibis defines a Python dataframe API that executes on any query engine – the frontend for any backend data platform, with 20+ backends today. This allows Ibis to have excellent performance – as good as the backend it is connected to – with a consistent user experience.
