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