Narwhals
Home Home Why Installation and quick start Intro tutorial Narwhals and SQL Concepts Overhead Perfect backwards compatibility policy Supported libraries and extending Narwhals How it works Ecosystem Security Resources Narwhals - Extremely lightweight and extensible compatibility layer between dataframe libraries! Full API support: cuDF, Modin, pandas, Polars, PyArrow. Lazy-only support: Dask, DuckD
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Ahoy, Narwhals are bridging the data science APIs
Alright, I have to talk about Narwhals, a Python library that enables dataframe-agnostic code. | Yuki Kakegawa posted on the topic | LinkedIn
Narwhals vs Ibis overhead
GitHub - narwhals-dev/narwhals: Lightweight and extensible compatibility layer between dataframe libraries!
Polars, DuckDB, PySpark, PyArrow, pandas, cuDF: how Narwhals has brought them all together! PyData London 2025
