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dataframe-schema

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unionai-oss / pandera

Star 4.4k

A light-weight, flexible, and expressive statistical data testing library

testing schema validation data-validation pandas-dataframe assertions pandas testing-tools data-processing dataframes data-cleaning hypothesis-testing data-verification pandas-validation data-check data-assertions dataframe-schema pandas-validator
  • Updated Aug 19, 2026
  • Python

vertti / daffy

Star 58

Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

python validation data-validation pandas decorator dataframe python-decorator data-quality runtime-validation pyarrow modin pydantic dataframe-schema polars narwhals dataframe-validation
  • Updated Aug 18, 2026
  • Python

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