chore(deps)(deps): bump the python-dependencies group with 2 updates

[dependabot]

Bumps the python-dependencies group with 2 updates: polars and pytest-benchmark.

Updates polars from 1.43.2 to 1.44.1

Release notes

Sourced from polars's releases.

Python Polars 1.44.1

Thank you to all our contributors for making this release possible! @​Kevin-Patyk, @​henrytsanford, @​jonasdedden, @​orlp and @​ritchie46

Python Polars 1.44.0

⚠️ Deprecations

• Deprecate rechunk parameter for all read/scan functions (#28063)
• Deprecate Expr.rechunk() (#28692)
• Deprecate struct.rename_fields() with an incorrect number of fields (#28672)

🚀 Performance improvements

• Add private env var toggle for HTTP rate limit (#28882)
• Relax default CloudRetryConfig for rate limit stability (#28885)
• Elide generic cross join on subquery decorrelation in equality predicates (#28876)
• cache CTE's in SQL layer (#28864)
• Allow CSPE if manual caches are set (#28859)
• Lower unqualified join predicates to inner joins in SQL (#28854)
• Rechunk mask for DataFrame filter (#28762)
• Improve performance of when/then/otherwise by masking out unevaluated elements (#28498)
• Drop unused projections in filter on streaming engine (#28713)
• Retain Parquet Partial metadata on filter (#28737)

✨ Enhancements

• Support integer fixed-array dot products (#28829)
• SQL correlated in (#28927)
• Support more join_types in join_where (#28880)
• Support Iceberg schema evolution (#28794)
• SQL conformance (#28494)
• Introduce RemoteEngine and a common base class for all engines (#28800)
• Support Iceberg table with V3 deletion vectors in native scan_iceberg (#28772)
• Support Iceberg snapshot properties (#28793)
• Expose sinked_paths_callback on sink_parquet as unstable parameter (#28814)
• Add infer_schema_files to CSV inference hint (#28809)
• Add native fixed-array dot (#28504)
• Export query metrics to polars_cloud (#28757)
• Support Iceberg object storage paths (#28634)
• More CSEE simplification (#28731)
• Improve error in Series constructor with name in context (#28743)
• Add adaptive HTTP rate-limiter for cloud IO (#28591)
• Add struct.drop() (#28666)
• Improve error message when CSV name de-duplication fails (#28658)
• Always keep first metadata per source for Parquet (#28661)
• Improve plan-time row estimates for multi-file parquet scans (#28380)
• Expose array and plugin function views in Python visitor (#28635)

... (truncated)

Commits

• e4ae5ea Python Polars 1.44.1 (#28971)
• 8414c89 fix: Incorrect broadcasting in when/then/otherwise (#28970)
• 9c17bbf fix: Handle Parquet data page with concatenated gzip members (#28808)
• 03dfd26 fix(python): Type collect_batches as _CollectBatches, not `Iterator[DataF...
• 507e8a0 fix: Resolve dtype inconsistency for pl.Unknown in literals and casts (#28830)
• 4623316 fix: Incorrect when/then/otherwise with non-scalar null mask (#28946)
• 6f46eb2 build: Disable Numa on python release (#28934)
• d14231a feat: Support integer fixed-array dot products (#28829)
• 9ae4e57 Python Polars 1.44.0 (#28923)
• ad15cd4 fix: SQL handle quantified comparisons against a subquery (#28929)
• Additional commits viewable in compare view

Updates pytest-benchmark from 5.2.3 to 5.3.0

Release notes

Sourced from pytest-benchmark's releases.

v5.3.0

• Added --benchmark-precision and --benchmark-confidence: instead of a fixed number of rounds, stop once the mean's relative margin of error falls below the given fraction. Contributed by Aarni Koskela in ionelmc/pytest-benchmark#318.
• Added compare --between mode. Example: pytest-benchmark compare --between=min 0001 0002. Contributed by Aarni Koskela in ionelmc/pytest-benchmark#302.
• Modernized the CI/linting and added spellchecking. Contributed by Aarni Koskela in ionelmc/pytest-benchmark#304, ionelmc/pytest-benchmark#306 and ionelmc/pytest-benchmark#319.
• Defer the xdist auto-disable warning until a benchmark fixture is collected. Contributed by xlyyddy in ionelmc/pytest-benchmark#317 (fixes ionelmc/pytest-benchmark#65).
• Replaced deprecated argparse.FileType. Contributed by Sophia Castellarin in ionelmc/pytest-benchmark#310.
• Fixed various spelling/typos. Contributed by Daniel Holth and Hugo van Kemenade in ionelmc/pytest-benchmark#297 and ionelmc/pytest-benchmark#299.
• Cleaned up various dead code. Contributed by Hugo van Kemenade in ionelmc/pytest-benchmark#300 and ionelmc/pytest-benchmark#301.
• CI now tests only with latest Pytest (now 9.1.1), Python 3.10-3.14 and PyPy 3.11.

Changelog

Sourced from pytest-benchmark's changelog.

v5.3.0 (2026-08-23)

• Added --benchmark-precision and --benchmark-confidence: instead of a fixed number of rounds, stop once the mean's relative margin of error falls below the given fraction. Contributed by Aarni Koskela in [#318](https://github.com/ionelmc/pytest-benchmark/issues/318) <https://github.com/ionelmc/pytest-benchmark/pull/318>_.
• Added compare --between mode. Example: pytest-benchmark compare --between=min 0001 0002. Contributed by Aarni Koskela in [#302](https://github.com/ionelmc/pytest-benchmark/issues/302) <https://github.com/ionelmc/pytest-benchmark/pull/302>_.
• Modernized the CI/linting and added spellchecking. Contributed by Aarni Koskela in [#304](https://github.com/ionelmc/pytest-benchmark/issues/304) <https://github.com/ionelmc/pytest-benchmark/pull/304>, [#306](https://github.com/ionelmc/pytest-benchmark/issues/306) <https://github.com/ionelmc/pytest-benchmark/pull/306> and [#319](https://github.com/ionelmc/pytest-benchmark/issues/319) <https://github.com/ionelmc/pytest-benchmark/pull/319>_.
• Defer the xdist auto-disable warning until a benchmark fixture is collected. Contributed by xlyyddy in [#317](https://github.com/ionelmc/pytest-benchmark/issues/317) <https://github.com/ionelmc/pytest-benchmark/pull/317>_ (fixes [#65](https://github.com/ionelmc/pytest-benchmark/issues/65) <https://github.com/ionelmc/pytest-benchmark/issues/65>_).
• Replaced deprecated argparse.FileType. Contributed by Sophia Castellarin in [#310](https://github.com/ionelmc/pytest-benchmark/issues/310) <https://github.com/ionelmc/pytest-benchmark/pull/310>_.
• Fixed various spelling/typos. Contributed by Daniel Holth and Hugo van Kemenade in [#297](https://github.com/ionelmc/pytest-benchmark/issues/297) <https://github.com/ionelmc/pytest-benchmark/pull/297>_ and [#299](https://github.com/ionelmc/pytest-benchmark/issues/299) <https://github.com/ionelmc/pytest-benchmark/pull/299>_.
• Cleaned up various dead code. Contributed by Hugo van Kemenade in [#300](https://github.com/ionelmc/pytest-benchmark/issues/300) <https://github.com/ionelmc/pytest-benchmark/pull/300>_ and [#301](https://github.com/ionelmc/pytest-benchmark/issues/301) <https://github.com/ionelmc/pytest-benchmark/pull/301>_.
• CI now tests only with latest Pytest (now 9.1.1), Python 3.10-3.14 and PyPy 3.11.

Commits

• 07d5196 Bump version: 5.2.3 → 5.3.0
• accf733 Add some details on #304.
• 417dd9f Really update the changelog.
• 898acb3 Update changelog and plan release.
• 9cc7ef0 Defer xdist warning until benchmark collection (#65)
• ef48550 Some minor skel updates: test only against latest pytest; bump linting/format...
• 88eaea9 Add --benchmark-precision for adaptive rounds (opt-in)
• 3b83d12 Update and freeze GHA actions
• 4b7662f Fix ruff complaints
• 26b0113 Remove Taplo lint (unmaintained)
• Additional commits viewable in compare view

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