unionai-oss/pandera 0.5.0

0.5.0: Class-based API for DataFrame Typing

on GitHub

Enhancements

• Implement class-based API for pydantic-style schema definitions 786b504. Big thanks to @jeffzi 🎉
• Add inplace=False argument to schema.validate method to prevent mutation of original dataframe 586ebf3.
• Make pandera optional extensions [hypothesis], [io], [all] available c4716a0. Thanks @amitripshtos and @jeffzi 🎉
• Add support for complex number data types 50e86e4 thanks @ferhah 🎉
• Add support for numpy scalar types a519db5
• Add check_io decorator for check inputs and outputs of a function 913cbd7
• Throw SchemaError with column name instead of ValueError for nulls in int series f7b03e3 thanks @TheCleric 🎉

Bugfixes

• Bugfix io.to_script and to_yaml: Ignoring serializing Checks with lambda functions da9c3a5 thanks @ferhah 🎉

Deprecations

• Drop support for Python 3.5 91e21a2
• Deprecate transformers argument in DataFrameSchema init 89c3c91

Documentation Improvements

• Fix incorrect docstring 47bc7b8, thanks @areeh 🎉

Repo Improvements

• Update contributing guide 3c4589d
• Add funding page be23c4e