Bump polars from 1.4.1 to 1.7.1

[dependabot[bot]]

Bumps polars from 1.4.1 to 1.7.1.

Release notes

Sourced from polars's releases.

Python Polars 1.7.1

🐞 Bug fixes

• Revert automatically turning on Parquet prefiltered (#18720)
• Parquet prefiltered with projection pushdown (#18714)
• Fix scalar literals (#18707)

🛠️ Other improvements

• Remove IR info from DSL (#18712)
• Remove unused feature flags from polars-mem-engine (#18679)
• Remove hive_parts from DSL source (#18694)

Thank you to all our contributors for making this release possible! @​ankane, @​attila-lin, @​coastalwhite, @​eitsupi, @​nameexhaustion, @​orlp and @​ritchie46

Python Polars 1.7.0

🏆 Highlights

• Add support for IO[bytes] and bytes in scan_{...} functions (#18532)
• Add IEJoin algorithm for non-equi joins and support Full non-equi joins (#18365)

🚀 Performance improvements

• Back arrow arrays with SharedStorage which can have non-refcounted static slices (#18666)
• Don't traverse file list twice for extension validation (#18620)
• Remove cloning of ColumnChunkMetadata (#18615)
• Add upfront partitioning in ColumnChunkMetadata (#18584)
• Enable Parquet parallel=prefiltered for auto (#18514)
• Change PlSmallStr impl from Arc<str> to compact_str (#18508)
• Added optimizer rules for is_null().all() and similar expressions to use null_count() (#18359)

✨ Enhancements

• Update BytecodeParser for upcoming Python 3.13 (#18677)
• Add tooltip by default to charts (#18625)
• Add support for IO[bytes] and bytes in scan_{...} functions (#18532)
• Support shortcut eval of common boolean filters in SQL interface "WHERE" clause (#18571)
• Add IEJoin algorithm for non-equi joins and support Full non-equi joins (#18365)
• Make expressions containing Python UDFs serializable (#18135)

🐞 Bug fixes

• Use IO[bytes] instead of BytesIO in DataFrame.write_parquet() (#18652)
• Scalar checks (#18627)
• Scanning hive partitioned files where hive columns are partially included in the file (#18626)
• Enable "polars-json/timezones" feature from "polars-io" (#18635)
• Use Buffer<T> in ObjectSeries, fixes variety of offset bugs (#18637)
• Properly slice validity mask on pl.Object series (#18631)
• Raise if single argument form in replace/replace_strict is not a mapping (#18492)

... (truncated)

Commits

• 54218e7 Python Polars 1.7.1 Rust Polars 0.43.1 (#18722)
• dddf0b7 fix: Revert automatically turning on Parquet prefiltered (#18720)
• 0e5e554 fix: Parquet prefiltered with projection pushdown (#18714)
• ca383a0 fix(rust): Correctly display multilevel nested Arrays (#18687)
• cdd64d0 chore: Remove IR info from DSL (#18712)
• 470d8c4 refactor(rust): Refactor code into functions in new parquet source (#18711)
• a66532d fix: Fix scalar literals (#18707)
• b0145cc refactor: Remove unused feature flags from polars-mem-engine (#18679)
• f7e168a fix(rust): fix async feature compile error (#18682)
• f69d6fe fix(rust): Missing activation for serde for PlSmallStr from some crates (...
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[tomjholland]

@dependabot rebase