Release v0.18.0: Pandas schemas supports global configuration

[cosmicBboy]

✨ Highlight ✨

Pandera now supports the configuration environment variable PANDERA_VALIDATION_ENABLED. export PANDERA_VALIDATION_ENABLED=False` now globally deactivates validation.

What's Changed

• Bump urllib3 from 2.0.4 to 2.0.7 by @dependabot in Bump urllib3 from 2.0.4 to 2.0.7 #1383
• Bump urllib3 from 2.0.5 to 2.0.7 in /dev by @dependabot in Bump urllib3 from 2.0.5 to 2.0.7 in /dev #1382
• Bump urllib3 from 2.0.4 to 2.0.7 in /ci by @dependabot in Bump urllib3 from 2.0.4 to 2.0.7 in /ci #1381
• Bugfix/1278 add_missing_columns assorted bugfixes by @derinwalters in Bugfix/1278 add_missing_columns assorted bugfixes #1372
• Fix lack of support for new TimestampNTZType in Spark 3.4 datatypes by @filipeo2-mck in Fix lack of support for new TimestampNTZType in Spark 3.4 datatypes #1385
• Current pip-compile usage does not have --no-emit-index-url by @filipeo2-mck in Current pip-compile usage does not have --no-emit-index-url #1390
• Avoid throwing exception on Union types by @mjgp2 in Avoid throwing exception on Union types #1378
• Fix optional fields in PySpark SQL by @filipeo2-mck in Fix optional fields in PySpark SQL #1387
• Add support for unique validation in PySpark by @filipeo2-mck in Add support for unique validation in PySpark #1396
• Enhancement to support GeoDataFrame, Geometry coercion, and CRS (Feature/1108) by @derinwalters in Enhancement to support GeoDataFrame, Geometry coercion, and CRS (Feature/1108) #1392
• fix issue for optional fields by @coobas in fix issue for optional fields #1258
• Fix validating pyspark dataframes with regex columns by @lexanth in Fix validating pyspark dataframes with regex columns #1397
• Bump pyarrow from 13.0.0 to 14.0.1 by @dependabot in Bump pyarrow from 13.0.0 to 14.0.1 #1417
• Bump pyarrow from 13.0.0 to 14.0.1 in /dev by @dependabot in Bump pyarrow from 13.0.0 to 14.0.1 in /dev #1416
• Bump pyarrow from 13.0.0 to 14.0.1 in /ci by @dependabot in Bump pyarrow from 13.0.0 to 14.0.1 in /ci #1415
• [BUGFIX] [PYSPARK] Avoid running nullable checks if nullable=True by @filipeo2-mck in [BUGFIX] [PYSPARK] Avoid running nullable checks if nullable=True #1403
• Add Date type to pandera.all by @diederikperdok in Add Date type to pandera.__all__ #1419
• Fix disabling validation for PySpark DataFrame Schemas by @maxispeicher in Fix disabling validation for PySpark DataFrame Schemas #1407
• Bump actions/checkout from 3 to 4 by @dependabot in Bump actions/checkout from 3 to 4 #1361
• [PySpark] Improve validation performance by enabling cache()/unpersist() toggles by @filipeo2-mck in [PySpark] Improve validation performance by enabling cache()/unpersist() toggles #1414
• Bump urllib3 from 2.0.5 to 2.0.7 by @dependabot in Bump urllib3 from 2.0.5 to 2.0.7 #1420
• Generate localized timestamps in multiindex examples by @rob-sil in Generate localized timestamps in multiindex examples #1426
• feature: support string column validation for pandas 2.1.3 by @karlma821 in feature: support string column validation for pandas 2.1.3 #1425
• Add support for PANDERA_VALIDATION_ENABLED for pandas and Configuration docs by @noklam in Add support for PANDERA_VALIDATION_ENABLED for pandas and Configuration docs #1354
• update total download badge and fix contributing instructions by @cosmicBboy in update total download badge and fix contributing instructions #1436
• update cache dataframe config args, fix tests by @cosmicBboy in update cache dataframe config args, fix tests #1437
• Bump jupyter-server from 2.7.3 to 2.11.2 in /dev by @dependabot in Bump jupyter-server from 2.7.3 to 2.11.2 in /dev #1440
• Bump cryptography from 41.0.4 to 41.0.6 by @dependabot in Bump cryptography from 41.0.4 to 41.0.6 #1435
• Bump jupyter-server from 2.7.2 to 2.11.2 by @dependabot in Bump jupyter-server from 2.7.2 to 2.11.2 #1441

New Contributors

• @filipeo2-mck made their first contribution in Fix lack of support for new TimestampNTZType in Spark 3.4 datatypes #1385
• @mjgp2 made their first contribution in Avoid throwing exception on Union types #1378
• @coobas made their first contribution in fix issue for optional fields #1258
• @lexanth made their first contribution in Fix validating pyspark dataframes with regex columns #1397
• @diederikperdok made their first contribution in Add Date type to pandera.__all__ #1419
• @maxispeicher made their first contribution in Fix disabling validation for PySpark DataFrame Schemas #1407
• @rob-sil made their first contribution in Generate localized timestamps in multiindex examples #1426
• @karlma821 made their first contribution in feature: support string column validation for pandas 2.1.3 #1425
• @noklam made their first contribution in Add support for PANDERA_VALIDATION_ENABLED for pandas and Configuration docs #1354

Full Changelog: v0.17.2...v0.18.0

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This discussion was created from the release Release v0.18.0: Pandas schemas supports global configuration.