pandera 0.20.4

A light-weight and flexible data validation and testing tool for statistical data objects.

Stars: 3315, Watchers: 3315, Forks: 308, Open Issues: 380

The unionai-oss/pandera repo was created 5 years ago and the last code push was 1 weeks ago.
The project is very popular with an impressive 3315 github stars!

How to Install pandera

You can install pandera using pip

pip install pandera

or add it to a project with poetry

poetry add pandera

Package Details

Author

Niels Bantilan

License

MIT

Homepage

https://github.com/pandera-dev/pandera

PyPi:

https://pypi.org/project/pandera/

Documentation:

https://pandera.readthedocs.io

GitHub Repo:

https://github.com/pandera-dev/pandera

Classifiers

• Scientific/Engineering

Related Packages

Errors

A list of common pandera errors.

Code Examples

Here are some pandera code examples and snippets.

GitHub Issues

The pandera package has 380 open issues on GitHub

• strategies: correctly handle StringArray null values
• Fix strategies bug in pandas==1.4.0
• Consider support the PETL library
• Soft schema check decorators which log schema errors rather than raising an exception
• add "nullable" option to SchemaModel Config class
• Regression: SchemaModel.field no longer resolves to str (descriptor typing needed)
• Tests are mistakingly included into the wheel
• Add test matrix to README and docs
• @pa.dataframe_check does not work correctly with pandas==1.1.5
• write to YAML - support custom checks
• Add option for specifying labels or indices as refferal to columns in Fields.
• Support optional description (or desc) field on Check objects
• Adopt NEP 29-based deprecation policy
• Default int type should be mapped to Int32 in Windows
• pandera conda package should depend on pandera-core

See more issues on GitHub