chore(deps): Bump polars from 0.46.0 to 0.52.0

[dependabot]

Bumps polars from 0.46.0 to 0.52.0.

Release notes

Sourced from polars's releases.

Rust Polars 0.52.0

🏆 Highlights

• Add LazyFrame.{sink,collect}_batches (#23980)
• Deterministic import order for Python Polars package variants (#24531)

🚀 Performance improvements

• Lazy gather for {forward,backward}_fill in group-by contexts (#25115)
• Don't recompute full rolling moment window when NaNs/nulls leave the window (#25078)
• Skip filtering scan IR if no paths were filtered (#25037)
• Optimize ipc stream read performance (#24671)
• Bump foldhash to 0.2.0 and hashbrown to 0.16.0 (#25014)
• Lower unique to native group-by and speed up n_unique in group-by context (#24976)
• Better parallelize take{_slice,}_unchecked (#24980)
• Implement native skew and kurtosis in group-by context (#24961)
• Use native group-by aggregations for bitwise_* operations (#24935)
• Address group_by_dynamic slowness in sparse data (#24916)
• Native filter/drop_nulls/drop_nans in group-by context (#24897)
• Implement cumulative_eval using the group-by engine (#24889)
• Prevent generation of copies of Dataframes in DslPlan serialization (#24852)
• Implement native null_count, any and all group-by aggregations (#24859)
• Speed up reverse in group-by context (#24855)
• Prune unused categorical values when exporting to arrow/parquet/IPC/pickle (#24829)
• Don't check duplicates on streaming simple projection in release mode (#24830)
• Lower approx_n_unique to the streaming engine (#24821)
• Duration/interval string parsing optimisation (2-5x faster) (#24771)
• Use native reducer for first/last on Decimals, Categoricals and Enums (#24786)
• Implement indexed method for BitMapIter::nth (#24766)
• Pushdown slices on plans within unions (#24735)
• Optimize gather_every(n=1) to slice (#24704)
• Lower null count to streaming engine (#24703)
• Native streaming gather_every (#24700)
• Pushdown filter with strptime if input is literal (#24694)
• Avoid copying expanded paths (#24669)
• Relax filter expr ordering (#24662)
• Remove unnecessary groups call in aggregated (#24651)
• Skip files in scan_iceberg with filter based on metadata statistics (#24547)
• Push row_index predicate for all scan types (#24537)
• Perform integer in-filtering for Parquet inequality predicates (#24525)
• Stop caching Parquet metadata after 8 files (#24513)

✨ Enhancements

• Improve error message on unsupported SQL subquery comparisons (#25135)
• Rewrite IR::Scan to IR::DataFrameScan in expand_datasets when applicable (#25106)
• Support ewm_var/std in streaming engine (#25109)
• Make DSL-hash skippable (#25140)
• Streaming {Expr,LazyFrame}.rolling (#25058)
• Set polars/<version> user-agent (#25112)

... (truncated)

Commits

• ed23bd6 feat: Improve error message on unsupported SQL subquery comparisons (#25135)
• 7d5d966 feat: Rewrite IR::Scan to IR::DataFrameScan in expand_datasets when app...
• 5a4c0d2 fix: Fix CSV select(len()) off by 1 with comment prefix (#25069)
• 890fc7a feat: Support ewm_var/std in streaming engine (#25109)
• 48492c2 refactor(rust): Support for named/anonymous aggregations (#25118)
• 3011cad fix: Fix incorrect reshape on sliced lists (#25139)
• d43dcdb feat: Make DSL-hash skippable (#25140)
• 2a48d78 fix: Support "index" as column name in group_by iterator (#25138)
• cad5304 fix: DSL_SCHEMA_HASH should not changed by line endings (#25123)
• 53eaf6c fix: Solve multiple issues relating to arena mutation in SQL subqueries (#25110)
• Additional commits viewable in compare view

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