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Python Polars 1.16.0

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@github-actions github-actions released this 29 Nov 11:22
44ddbc2

πŸš€ Performance improvements

  • Expand more filters (#20022)
  • Cache the DataFrame schema in get_column_index (#20021)

✨ Enhancements

  • Enable creation of independently reusable Config instances (#20053)
  • Improved error message on invalid Python Enum init (#20060)
  • Improve Polars Enum dtype init from standard Python enums (#19997)
  • Add optimized row encoding for Decimals (#20050)
  • Add drop_nans method to DataFrame and LazyFrame (#20029)

🐞 Bug fixes

  • Improve hist binning around breakpoints (#20054)
  • Fix invalid len due to projection pushdown selection of scalar (#20049)
  • Fix empty scalar agg type (#20051)
  • Improve binning in Series.hist with bin_count when all values are the same (#20034)
  • Less intrusive forking warnings (#20032)
  • Reading nullable sliced / masked Categoricals from Parquet (#20024)
  • Regression in hist panicking on out of bounds index (#20016)
  • Fix starts_with out of bounds (#20006)
  • Fix incorrect column order for parquet scan with hive columns in file (#19996)
  • Incorrectly gave list.len() for masked-out rows (#19999)
  • Bug fix in existing fast path for sorted series (#20004)
  • Incorrect collect_schema() for fill_null() after an aggregation expression in group-by context (#19993)
  • Fix row_by_key typing (#19888)

πŸ“– Documentation

  • Remove note about guaranteed left join order (#20048)
  • Fix broken links to user guide (#19989)

πŸ“¦ Build system

Thank you to all our contributors for making this release possible!
@alexander-beedie, @coastalwhite, @gab23r, @lukemanley, @mcrumiller, @nameexhaustion, @ritchie46, @siddharth-vi, @stijnherfst and @stinodego