Tybles: simple schemas for Pandas dataframes

Contents

Tybles: simple schemas for Pandas dataframes¶

Tybles is a simple layer over Pandas that:

documents the dataframe schema using standard Python dataclasses
sets up Pandas parsing using numpy’s numpy.dtype
validates the resulting dataframe using either beartype or typeguard.

To install¶

Just use pip:

pip install tybles

If you want to pull the beartype or typeguard extras, add either or both:

pip install tybles[beartype, typeguard]

To use¶

Have a look at the tutorial.

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Tutorial: Tybles quickstart