Alpha release v0.16.0a2: clean up

What's Changed

• support multiple pyspark versions by @NeerajMalhotra-QB in #1221
• Refactors for dead code by @NeerajMalhotra-QB in #1229

Full Changelog: v0.16.0a1...v0.16.0a2

Alpha release v0.16.0a1: pyspark.sql support

alpha release

Alpha release v0.16.0a0: pyspark.sql support

alpha release for pyspark-native support

Patch Release v0.15.1

Updates the maximum python version in setup.py

v0.15.0: Support Pandas 2 and Python 3.11, Generic Types, Default Values

🔥 Highlights

• Support pandas 2 by @cosmicBboy in #1175
• Generic types: support Dict, List, Tuple, TypedDict, NamedTuple by @cosmicBboy in #1171
• Add default column value param by @kykyi in #1136
• support bare data type annotations in DataFrameModel by @cosmicBboy in #1166

⚠️ Note
Support for pandas 2 with dask, modin, and pyspark is currently not tested and is not guaranteed to work

⭐️ What's Changed

• Type-coerce indexes when coercion requested at schema level by @davidbossanyi in #1139
• fix(coercion): datetime tz aware into another timezone by @gjeusel in #1147
• Add title and description to _get_series_base_schema_statistics by @Finesim97 in #1151
• fix: mypy plugin avoid calling get_typename on None by @timleslie in #1154
• Refactor schema backends by @cosmicBboy in #1144
• prevent docstring from raising SyntaxError by @gabrielecalvo in #1163
• add data types docs, fix dtype bug at DF level by @cosmicBboy in #1178

🤝 New Contributors

Shoutout to the new contributors! 📣

• @davidbossanyi made their first contribution in #1139
• @gjeusel made their first contribution in #1147
• @Finesim97 made their first contribution in #1151
• @timleslie made their first contribution in #1154
• @kykyi made their first contribution in #1136
• @gabrielecalvo made their first contribution in #1163

Full Changelog: v0.14.5...v0.15.0

Beta release v0.15.0b0

beta release v0.15.0b0

v0.14.5: mypy bugfixes, add callable from/to_format, jupyterlite docs fixes

Full Changelog: v0.14.5...v0.14.5

What's Changed

• refactor: move error reasons to an enum by @DillonSteyl in #1035
• Adding option for arbitrary callable to pandas from/to_format by @aboomer07 in #1031
• fix mypy plugin bug by @cosmicBboy in #1129
• add jupyterlite as docs dependency by @cosmicBboy in #1130

New Contributors

• @DillonSteyl made their first contribution in #1035
• @aboomer07 made their first contribution in #1031

Full Changelog: v0.14.4...v0.14.5

v0.14.4: Bugfixes - dtype coercion, StringDtype, SchemaModel alias, pd.DataFrame subclasses

What's Changed

• fix regression: handle schema.coerce_dtype correctly by @cosmicBboy in #1119
• pandera schema can validate pd.DataFrame subclasses by @cosmicBboy in #1122
• use actual alias for SchemaModel by @cosmicBboy in #1123
• Use isinstance if data_container contains a subtype of str by @davidkleiven in #1114
• fix issue with pd.StringDtype() validation by @cosmicBboy in #1125

New Contributors

• @davidkleiven made their first contribution in #1114

Full Changelog: v0.14.3...v0.14.4

v0.14.3: Fix regression with reporting missing columns

What's Changed

• fix regression: all missing columns should be reported by @cosmicBboy in #1117

Full Changelog: v0.14.2...v0.14.3

v0.14.2: docs fix - don't build pdf or epub versions

Full Changelog: v0.14.1...v0.14.2