Rust Polars 0.48.0

💥 Breaking changes

• Use a wrapper struct to store time zone (#22523)

🚀 Performance improvements

• Allow predicate passing set_sorted (#22797)
• Increase default cross-file parallelism limit for new-streaming multiscan (#22700)
• Add elementwise execution mode for list.eval (#22715)
• Support optimised init from non-dict Mapping objects in from_records and frame/series constructors (#22638)
• Add streaming cross-join node (#22581)
• Switch off maintain_order in group-by followed by sort (#22492)

✨ Enhancements

• Format named functions (#22831)
• Implemented list.filter (#22749)
• Support binaryoffset in search sorted (#22786)
• Add nulls_equal flag to list/arr.contains (#22773)
• Allow named opaque functions for serde (#22734)
• Implement LazyFrame.match_to_schema (#22726)
• Improved time-string parsing and inference (generally, and via the SQL interface) (#22606)
• Allow for .over to be called without partition_by (#22712)
• Support AnyValue translation from PyMapping values (#22722)
• Support optimised init from non-dict Mapping objects in from_records and frame/series constructors (#22638)
• Add options to write Parquet field metadata (#22652)
• Allow casting List<UInt8> to Binary (#22611)
• Allow setting of regex size limit using POLARS_REGEX_SIZE_LIMIT (#22651)

🐞 Bug fixes

• Fix reverse list type (#22832)
• Add type equality checking for relevant methods (#22802)
• Invalid output for fill_null after when.then on structs (#22798)
• Don't panic for cross join with misaligned chunking (#22799)
• Panic on quantile over nulls in rolling window (#22792)
• Respect BinaryOffset metadata (#22785)
• Correct the output order of PartitionByKey and PartitionParted (#22778)
• Fallback to non-strict casting for deprecated casts (#22760)
• Clippy on new stable version (#22771)
• Handle sliced out remainder for bitmaps (#22759)
• Don't merge Enum categories on append (#22765)
• Fix unnest() not working on empty struct columns (#22391)
• Correct name in unnest error message (#22740)
• Properly account for nulls in the is_not_nan check made in drop_nans (#22707)
• Incorrect result from SQL count(*) with partition by (#22728)
• Fix deadlock joining scanned tables with low thread count (#22672)
• Don't allow deserializing incompatible DSL (#22644)
• Incorrect null dtype from binary ops in empty group_by (#22721)
• Don't mark str.replace_many with Mapping as deprecated (#22697)
• Gzip has maximum compression of 9, not 10 (#22685)
• Fix predicate pushdown of fallible expressions (#22669)
• Fix index out of bounds panic when scanning hugging face (#22661)
• Fix polars crate not compiling when lazy feature enabled (#22655)
• Panic on group_by with literal and empty rows (#22621)
• Return input instead of panicking if empty subset in drop_nulls() and drop_nans() (#22469)
• Bump argminmax to 0.6.3 (#22649)
• DSL version deserialization endianness (#22642)
• Fix nested dtype row encoding (#22557)
• Allow Expr.round() to be called on integer dtypes (#22622)
• Fix panic when filtering based on row index column in parquet (#22616)
• WASM and PyOdide compile (#22613)
• Resolve get() SchemaMismatch panic (#22350)

📖 Documentation

• Add pre-release policy (#22808)
• Fix broken link to service account page in Polars Cloud docs (#22762)
• Rework documentation for drop/fill for nulls/nans (#22657)

📦 Build system

• Patch pyo3 to disable recompilation (#22796)

🛠️ Other improvements

• Update Polars Rust versions (#22834)
• Cleanup polars-python lifetimes (#22548)
• Fix nix build (#22809)
• Fix flake.nix to work on macos (#22803)
• Remove unused dependencies in polars-arrow (#22806)
• Unused variables on release build (#22800)
• Update cloud docs (#22624)
• Add proptest implementations for all Array types (#22711)
• Dispatch .write_* to .lazy().sink_*(engine='in-memory') (#22582)
• Move to all optimization flags to QueryOptFlags (#22680)
• Add test for str.replace_many (#22615)
• Stabilize sink_* (#22643)
• Add proptest for row-encode (#22626)
• Emphasize PolarsDataType::get_dtype is static-only (#22648)
• Use named fields for Logical (#22647)
• Update rust version in nix flake (#22627)
• Add a nix flake with a devShell and package (#22246)
• Use a wrapper struct to store time zone (#22523)
• Add proptest testing for for parquet decoding kernels (#22608)

Thank you to all our contributors for making this release possible!
@IvanIsCoding, @JakubValtar, @Julian-J-S, @LucioFranco, @MarcoGorelli, @WH-2099, @alexander-beedie, @borchero, @bschoenmaeckers, @cmdlineluser, @coastalwhite, @etiennebacher, @florian-klein, @itamarst, @kdn36, @nameexhaustion, @nikaltipar, @orlp, @pavelzw, @r-brink, @ritchie46, @stijnherfst, @teotwaki, @timkpaine and @wence-