Release 0.12.0: Logical Types, New Built-in Check, Bugfixes, Doc Improvements

[cosmicBboy]

Release 0.12.0

Highlights ⭐️

This release features:

• Support for Logical Data Types Support for logical data types #798: These data types check the actual values of the data container at runtime to support data types like "URL", "Name", etc.
• Check.unique_values_eq Feature/unique values eq #858: Make sure that all of the values in the data container cover the entire domain of the specified finite set of values.

What's Changed 📈

• Lazy SchemaErrors contain schema name by @fleimgruber in 0d10f39
• Support for logical data types by @jeffzi in Support for logical data types #798
• fix for Index of type category fails on validation by @kuutsav in Index of type category fails on validation #840
• Add new check unique_values_eq by @johnkangw in Feature/unique values eq #858
• Add from records to panderas dataframe missing from_record mehtod wich resturns DataFrame[Schema] #850 by @borissmidt in Add from records to panderas dataframe #850 #859
• Doc fix: incorrect default value by @plague006 in Doc fix: incorrect default value #862
• Handle cases of reset_index level being None or an empty list by @plague006 in Handle cases of reset_index level being None or an empty list #865
• fixing unique multi index in SchemaModel by @mattB1989 in fixing unique multi index in SchemaModel #870
• Adding description and title to column serializations by @dantheand in Adding description and title to column serializations. #877
• Fix modin and pyspark CI by @jeffzi and @cosmicBboy in Fix modin and pyspark CI  #886
• Add pandas_engine.Date by @jeffzi in Add pandas_engine.Date #887
• fix typo in docs by @jonwiggins in fix typo #895
• Update strict type-hints by @the-matt-morris in Update strict type-hints #898
• fix strategies ci by @cosmicBboy in fix strategies ci #899
• Bugfix/882 don't coerce datatypes twice by @ng-henry in Bugfix/882 coercing twice #901
• bugfix/904: ignore_na only ignores df records if all are Nan by @cosmicBboy in bugfix/904: ignore_na only ignores df records if all are Nan #909
• fix sphinx docs by @cosmicBboy in fix sphinx docs #912
• ExtensionDtype path should follow documentation by @pepelovesvim in ExtensionDtype path should follow documentation #915
• pin pandas-stubs version, bump mypy by @cosmicBboy in pin pandas-stubs version, bump mypy #916
• Docs/867 by @the-matt-morris in Docs/867 #919

New Contributors 🎉

• @johnkangw made their first contribution in Feature/unique values eq #858
• @pepelovesvim made their first contribution in ExtensionDtype path should follow documentation #915
• @dantheand made their first contribution in Adding description and title to column serializations. #877
• @jonwiggins made their first contribution in fix typo #895
• @kuutsav made their first contribution in Index of type category fails on validation #840
• @borissmidt made their first contribution in Add from records to panderas dataframe #850 #859
• @plague006 made their first contribution in Doc fix: incorrect default value #862
• @mattB1989 made their first contribution in fixing unique multi index in SchemaModel #870
• @the-matt-morris made their first contribution in Update strict type-hints #898
• @ng-henry made their first contribution in Bugfix/882 coercing twice #901
• @pepelovesvim made their first contribution in ExtensionDtype path should follow documentation #915

Full Changelog: v0.11.0...v0.12.0

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This discussion was created from the release Release 0.12.0: Logical Types, New Built-in Check, Bugfixes, Doc Improvements.