{"library":"pandera","type":"library","category":null,"description":"Pandera is a lightweight and flexible open-source Python library for data validation and testing statistical data objects, such as Pandas DataFrames and Series. It allows users to define schema objects to validate the structure, types, and values of data, ensuring data quality and preventing unexpected errors. The library is actively maintained, with version 0.30.1 currently available, and undergoes frequent minor releases.","language":"python","status":"active","version":"0.30.1","tags":["data validation","pandas","polars","pyspark","schema","testing","data quality"],"install":[{"cmd":"pip install pandera","imports":["import pandera as pa","from pandera import DataFrameSchema","from pandera import Column","from pandera import Check","from pandera import SeriesSchema"]},{"cmd":"pip install pandera[polars]","imports":[]},{"cmd":"pip install pandera[pyspark]","imports":[]}],"homepage":"https://pandera.readthedocs.io","github":"https://github.com/pandera-dev/pandera","docs":"https://pandera.readthedocs.io","changelog":null,"pypi":"https://pypi.org/project/pandera/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":13.5,"avg_import_s":0.66,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pandera/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}