build(deps): bump polars from 0.35.4 to 0.36.2

[dependabot]

Bumps polars from 0.35.4 to 0.36.2.

Release notes

Sourced from polars's releases.

Rust Polars 0.36.2

🏆 Highlights

• Add new Enum categorical data type which allows a fixed set of categories (#11822)

💥 Breaking changes

• Rename Utf8 data type to String (#13224)
• Rename set_at_idx to scatter (#12687)
• Preserve left and right join keys in outer joins (#12963)
• Implement dtype parameter for int_range on Rust side (#12940)
• Update Expr.count to ignore null values by default (#12934)
• Change value_counts resulting column name from counts to count (#12506)
• Change default join behavior with regard to nulls, add join_nulls parameter to keep existing behavior (#12840)
• Smaller integer data types for datetime components (#12070)
• Fix NaN ordering to make NaNs compare greater than any other float, and equal to themselves (#12721)
• Rename frame_equal/series_equal to equals (#12663)
• Rename not_ expression to not on the Rust side (#12587)
• Rename str.json_extract to str.json_decode (#12586)
• Rename DataFrame column index methods (#12542)

🚀 Performance improvements

• optimize set bit count (#13317)
• speed up .dt.truncate for large numbers of years (#13310)
• don't eagerly evaluate error branches (#13311)
• don't needlessly allocate validity in concat/rechunk (#13288)
• add fast path to count_bits_set_by_offsets (#13253)
• make .dt.truncate('*mo') more than 3x faster (#13192)
• ensure single expression evaluation for replace (#13147)
• Elide allocation in outer join materialization (#12992)
• Ensure we reduce for any/all_horizontal (#12976)
• Add fast paths for UTC in truncate (#12965)
• Improve rolling_median algorithm (#12704)
• Use fast path for non-null data in new SQL-like null matching (#12874)
• improve merge_local_rhs_categorical traversal (#12660)
• make values_size estimate correct for sliced arrays (#12658)
• improve parquet utf8 validation (#12655)
• parquet pre-allocate buffer in binary plain encode (#12652)
• optimize dict binary decoding in parquet (#12648)
• ensure we only check the values within bounds (#12633)
• parquet; elide recursion in hot path (#12625)
• improve cov/corr algorithm (#12590)
• apply left side predicate pushdown also to right side on semi join (#12565)
• ensure streaming parquet download remains concurrent ~7x (#12552)
• speed up parquet download of streaming engine (#12544)

✨ Enhancements

• support negative indices in gather in group_by context (#13373)

... (truncated)

Commits

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (bcb1224) 53.29% compared to head (e426982) 53.29%.
Report is 7 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #769   +/-   ##
=======================================
  Coverage   53.29%   53.29%           
=======================================
  Files          37       37           
  Lines        7397     7397           
=======================================
  Hits         3942     3942           
  Misses       3455     3455           

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