Python Polars 1.16.0
π₯ Breaking changes
- Remove note about guaranteed left join order (#20048)
π Performance improvements
β¨ Enhancements
- Enable creation of independently reusable
Configinstances (#20053) - Improved error message on invalid Python
Enuminit (#20060) - Improve Polars
Enumdtype init from standard Python enums (#19997) - Add optimized row encoding for Decimals (#20050)
- Add
drop_nansmethod to DataFrame and LazyFrame (#20029)
π Bug fixes
- Improve
histbinning around breakpoints (#20054) - Fix invalid len due to projection pushdown selection of scalar (#20049)
- Fix empty scalar agg type (#20051)
- Improve binning in
Series.histwithbin_countwhen all values are the same (#20034) - Less intrusive forking warnings (#20032)
- Reading nullable sliced / masked Categoricals from Parquet (#20024)
- Regression in
histpanicking 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()forfill_null()after an aggregation expression in group-by context (#19993) - Fix
row_by_keytyping (#19888)
π Documentation
π¦ Build system
- Pin maturin (#20063)
Thank you to all our contributors for making this release possible!
@alexander-beedie, @coastalwhite, @gab23r, @lukemanley, @mcrumiller, @nameexhaustion, @ritchie46, @siddharth-vi, @stijnherfst and @stinodego