pandera 0.7.0

0.7.0: Pandera Type System Overhaul

on Python PyPI

Enhancements

• Add support for frictionless schemas (#454) [docs]
• decouple pandera and pandas dtypes (#559) [docs]
• Unify dataframe definitions to fix auto-complete #576
• Report all failure cases when coercing dtypes fails (#584)

Bugfixes

• Handle case of pandas.DataFrame with pandas.MultiIndex in pandera.error_formatters.reshape_failure_cases (#560)
• Add 'ordered.setter' decorator (#567)
• Fix decorators on classmethods (#568)
• better handling of datetime/timedelta in serialize/deserialize (#585)

Docs Improvements

• Update contributing guide ccca82f
• Add documentation build to contributing guide 361fec0
• Fix virtualenv instructions in contributing guide ed74a65
• Feature/coroutines docs (#570)
• Add frictionless documentation (#579)
• use python primitive types in docs where possible (#581)

Repo Improvements

• Add typing to un-annotated functions (#569)
• use virtualenv instead of conda in ci (#578)

Contributors

Big shout out to ✨ @mattHawthorn, @vinisalazar, @cristianmatache, @TColl, @jeffzi, @admackin, and @benkeesey ✨ for your contributions on this release 🎉🎉🎉