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MarcoGorelli committed Feb 20, 2024
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# narwhals
# Narwhals

Extremely lightweight compatibility layer between Polars, pandas, cuDF, and Modin.

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## Usage

There are three steps to writing dataframe-agnostic code using narwhals:
There are three steps to writing dataframe-agnostic code using Narwhals:

1. use `narwhals.to_polars_api` to wrap a pandas, Polars, cuDF, or Modin dataframe
in the Polars API
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## Related Projects

- This is not Ibis. narwhals lets each backend do its own optimisations, and only provides
- This is not Ibis. Narwhals lets each backend do its own optimisations, and only provides
a lightweight (~30 kilobytes) compatibility layer with the Polars API.
Ibis applies its own optimisations to different backends, is a heavyweight
dependency (~400 MB), and defines its own API.

- This is not intended as a DataFrame Standard. See the Consortium for Python Data API Standards
for a more general and more ambitious project. Please only consider using narwhals if you only
for a more general and more ambitious project. Please only consider using Narwhals if you only
need to support Polars and pandas-like dataframes, and specifically want to tap into Polars'
lazy and expressions features (which are out of scope for the Consortium's Standard).

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