Pandera Versions Save

A light-weight, flexible, and expressive statistical data testing library

v0.16.0b1

10 months ago

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.16.0b0...v0.16.0b1

v0.16.0b0

10 months ago

What's Changed

Use custom check strategies by @honno in https://github.com/unionai-oss/pandera/pull/1203
Bugfix: check for presence of default attribute before calling by @kykyi in https://github.com/unionai-oss/pandera/pull/1191
Remove outdated warning by @tpvasconcelos in https://github.com/unionai-oss/pandera/pull/1190
Static type hint error on class pandera DataFrame by @manel-ab in https://github.com/unionai-oss/pandera/pull/1207
Relax python_requires constraint by @danhje in https://github.com/unionai-oss/pandera/pull/1209
fix typo in docs by @lindenwells in https://github.com/unionai-oss/pandera/pull/1201
Make hypothesis dependency optional (#1215) by @leifwar in https://github.com/unionai-oss/pandera/pull/1216
Update extensions.rst by @nathanjmcdougall in https://github.com/unionai-oss/pandera/pull/1219
Test col-level checks in test_definied_check_strategy by @honno in https://github.com/unionai-oss/pandera/pull/1224
Add unique_values_eq argument to pa.Field by @karajan1001 in https://github.com/unionai-oss/pandera/pull/1230
Add a Dependabot config to update GitHub workflow actions by @kurtmckee in https://github.com/unionai-oss/pandera/pull/1223
Bump actions/checkout from 2 to 3 by @dependabot in https://github.com/unionai-oss/pandera/pull/1234
Enhancement: drop invalid rows on validate with new param by @kykyi in https://github.com/unionai-oss/pandera/pull/1189
Bump actions/cache from 2 to 3 by @dependabot in https://github.com/unionai-oss/pandera/pull/1233
Bump actions/setup-python from 1 to 4 by @dependabot in https://github.com/unionai-oss/pandera/pull/1232
Bugfix: Ensure defaults are correctly applied by @kykyi in https://github.com/unionai-oss/pandera/pull/1240
Bug fix while ordering optional keys from schema in static method from_records from pandera df by @manel-ab in https://github.com/unionai-oss/pandera/pull/1238
Add add_missing_columns DataFrame schema config per enhancement #687 by @derinwalters in https://github.com/unionai-oss/pandera/pull/1186
Support pyspark sql dataframe validation by @cosmicBboy @NeerajMalhotra-QB @jaskaransinghsidana in https://github.com/unionai-oss/pandera/pull/1243
fix issue with non-required regex-matched columns by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1251
Pin pydantic < v2 by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1256

New Contributors

@honno made their first contribution in https://github.com/unionai-oss/pandera/pull/1203
@manel-ab made their first contribution in https://github.com/unionai-oss/pandera/pull/1207
@danhje made their first contribution in https://github.com/unionai-oss/pandera/pull/1209
@lindenwells made their first contribution in https://github.com/unionai-oss/pandera/pull/1201
@leifwar made their first contribution in https://github.com/unionai-oss/pandera/pull/1216
@nathanjmcdougall made their first contribution in https://github.com/unionai-oss/pandera/pull/1219
@karajan1001 made their first contribution in https://github.com/unionai-oss/pandera/pull/1230
@kurtmckee made their first contribution in https://github.com/unionai-oss/pandera/pull/1223
@dependabot made their first contribution in https://github.com/unionai-oss/pandera/pull/1234
@derinwalters made their first contribution in https://github.com/unionai-oss/pandera/pull/1186
@NeerajMalhotra-QB made their first contribution in https://github.com/unionai-oss/pandera/pull/1243
@jaskaransinghsidana made their first contribution in https://github.com/unionai-oss/pandera/pull/1243

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.15.1...v0.16.0b0

v0.15.2

10 months ago

What's Changed

pin pydantic to < v2 by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1255

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.15.1...v0.15.2

v0.16.0a2

11 months ago

What's Changed

support multiple pyspark versions by @NeerajMalhotra-QB in https://github.com/unionai-oss/pandera/pull/1221
Refactors for dead code by @NeerajMalhotra-QB in https://github.com/unionai-oss/pandera/pull/1229

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.16.0a1...v0.16.0a2

v0.16.0a1

11 months ago

v0.16.0a0

1 year ago

v0.15.1

1 year ago

Updates the maximum python version in setup.py

v0.15.0

1 year ago

🔥 Highlights

Support pandas 2 by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1175
Generic types: support Dict, List, Tuple, TypedDict, NamedTuple by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1171
Add default column value param by @kykyi in https://github.com/unionai-oss/pandera/pull/1136
support bare data type annotations in DataFrameModel by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/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 https://github.com/unionai-oss/pandera/pull/1139
fix(coercion): datetime tz aware into another timezone by @gjeusel in https://github.com/unionai-oss/pandera/pull/1147
Add title and description to _get_series_base_schema_statistics by @Finesim97 in https://github.com/unionai-oss/pandera/pull/1151
fix: mypy plugin avoid calling get_typename on None by @timleslie in https://github.com/unionai-oss/pandera/pull/1154
Refactor schema backends by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1144
prevent docstring from raising SyntaxError by @gabrielecalvo in https://github.com/unionai-oss/pandera/pull/1163
add data types docs, fix dtype bug at DF level by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1178

🤝 New Contributors

Shoutout to the new contributors! 📣

@davidbossanyi made their first contribution in https://github.com/unionai-oss/pandera/pull/1139
@gjeusel made their first contribution in https://github.com/unionai-oss/pandera/pull/1147
@Finesim97 made their first contribution in https://github.com/unionai-oss/pandera/pull/1151
@timleslie made their first contribution in https://github.com/unionai-oss/pandera/pull/1154
@kykyi made their first contribution in https://github.com/unionai-oss/pandera/pull/1136
@gabrielecalvo made their first contribution in https://github.com/unionai-oss/pandera/pull/1163

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.14.5...v0.15.0

v0.15.0b0

1 year ago

v0.14.5

1 year ago

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.14.5...v0.14.5

What's Changed

refactor: move error reasons to an enum by @DillonSteyl in https://github.com/unionai-oss/pandera/pull/1035
Adding option for arbitrary callable to pandas from/to_format by @aboomer07 in https://github.com/unionai-oss/pandera/pull/1031
fix mypy plugin bug by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1129
add jupyterlite as docs dependency by @cosmicBboy in https://github.com/unionai-oss/pandera/pull/1130

New Contributors

@DillonSteyl made their first contribution in https://github.com/unionai-oss/pandera/pull/1035
@aboomer07 made their first contribution in https://github.com/unionai-oss/pandera/pull/1031

Full Changelog: https://github.com/unionai-oss/pandera/compare/v0.14.4...v0.14.5