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v0.33.0: Introducing `pandera` CLI, support pyarrow table

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@cosmicBboy cosmicBboy released this 30 Aug 04:16
c37a5b2

What's Changed

  • Report all missing required columns in lazy validation by @vineethsaivs in #2397
  • fix(pandas): report differing categories in dtype mismatch error by @sha-sta in #2391
  • fix(pandas-engine): treat an Enum annotation as a categorical dtype (#2052) by @cycsmail in #2399
  • fix(pandas): run column parsers before dataframe-level coercion by @sha-sta in #2400
  • fix(pandas): treat NA as coercible for masked nullable dtypes by @sha-sta in #2404
  • Fix parenthesized @dataframe_parser() decorator form by @vineethsaivs in #2408
  • fix(polars): avoid concat deprecation in lazy validation by @RedZapdos123 in #2411
  • fix: Repair coerce and parser options for xarray Datasets by @abaarsma in #2413
  • feat(narwhals): support the pandas schema API in the narwhals backend by @cosmicBboy in #2417
  • fix(io): deserialize parametrized Decimal dtypes from yaml/json by @cycsmail in #2434
  • fix(pandas): apply parsers to Index fields and schema components by @cycsmail in #2435
  • feat(pyarrow): add first-class pyarrow.Table schema validation by @sravankumarkunadi in #2427
  • Add a pandera CLI: validate, infer, and generate commands by @cosmicBboy in #2402
  • add backend info to the cli by @cosmicBboy in #2446
  • fix(pandas): respect Optional pydantic fields as nullable in PydanticModel columns (closes #2406) by @feiiiiii5 in #2429
  • doc: Fix "list" type annotation by @VeckoTheGecko in #2440
  • Support itemsize-parameterized numpy dtypes in the pandas engine by @mannemkarthik010 in #2437
  • fix: bind self correctly in check_input when an arg is passed by keyword by @Sanjays2402 in #2428
  • fix(polars): raise minimum polars version to 1.20.0 by @fhoehle in #2412
  • docs: fix duplicated "the" typos in Check and Hypothesis docstrings by @maupatel in #2445
  • Add a backend-neutral FieldType[T] typing contract by @Dev-iL in #2448
  • fix: handle scalar groupby keys in _format_groupby_input by @feiiiiii5 in #2420
  • fix(decorators): support keyword-only / variadic functions in check_input by @feiiiiii5 in #2454
  • ci: only run unit tests for changed areas by @cosmicBboy in #2450
  • fix(docs): make intersphinx fetch resilient to transient failures by @cosmicBboy in #2452
  • fix(docs): scope pyspark JDK24 security-manager opt-in to JDK 24 only by @cosmicBboy in #2451
  • fix: respect pydantic serialization aliases by @mameikagou in #2449

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Full Changelog: v0.32.1...v0.33.0