Bump polars from 0.49.1 to 0.53.0

[dependabot]

Bumps polars from 0.49.1 to 0.53.0.

Release notes

Sourced from polars's releases.

Rust Polars 0.53.0

🏆 Highlights

• Add Extension types (#25322)

🚀 Performance improvements

• Don't always rechunk on gather of nested types (#26478)
• Enable zero-copy object_store put upload for IPC sink (#26288)
• Resolve file schema's and metadata concurrently (#26325)
• Run elementwise CSEE for the streaming engine (#26278)
• Disable morsel splitting for fast-count on streaming engine (#26245)
• Implement streaming decompression for scan_ndjson and scan_lines (#26200)
• Improve string slicing performance (#26206)
• Refactor scan_delta to use python dataset interface (#26190)
• Add dedicated kernel for group-by arg_max/arg_min (#26093)
• Add streaming merge-join (#25964)
• Generalize Bitmap::new_zeroed opt for Buffer::zeroed (#26142)
• Reduce fs stat calls in path expansion (#26173)
• Lower streaming group_by n_unique to unique().len() (#26109)
• Speed up SQL interface "UNION" clauses (#26039)
• Speed up SQL interface "ORDER BY" clauses (#26037)
• Add fast kernel for is_nan and use it for numpy NaN->null conversion (#26034)
• Optimize ArrayFromIter implementations for ObjectArray (#25712)
• New streaming NDJSON sink pipeline (#25948)
• New streaming CSV sink pipeline (#25900)
• Dispatch partitioned usage of sink_* functions to new-streaming by default (#25910)
• Replace ryu with faster zmij (#25885)
• Reduce memory usage for .item() count in grouped first/last (#25787)
• Skip schema inference if schema provided for scan_csv/ndjson (#25757)
• Add width-aware chunking to prevent degradation with wide data (#25764)
• Use new sink pipeline for write/sink_ipc (#25746)
• Reduce memory usage when scanning multiple parquet files in streaming (#25747)
• Don't call cluster_with_columns optimization if not needed (#25724)
• Tune partitioned sink_parquet cloud performance (#25687)
• New single file IO sink pipeline enabled for sink_parquet (#25670)
• New partitioned IO sink pipeline enabled for sink_parquet (#25629)
• Correct overly eager local predicate insertion for unpivot (#25644)
• Reduce HuggingFace API calls (#25521)
• Use strong hash instead of traversal for CSPE equality (#25537)
• Fix panic in is_between support in streaming Parquet predicate push down (#25476)
• Faster kernels for rle_lengths (#25448)
• Allow detecting plan sortedness in more cases (#25408)
• Enable predicate expressions on unsigned integers (#25416)
• Mark output of more non-order-maintaining ops as unordered (#25419)
• Fast find start window in group_by_dynamic with large offset (#25376)
• Add streaming native LazyFrame.group_by_dynamic (#25342)
• Add streaming sorted Group-By (#25013)
• Add parquet prefiltering for string regexes (#25381)
• Use fast path for agg_min/agg_max when nulls present (#25374)

... (truncated)

Commits

• 16c0d99 Rust Polars 0.53.0 (#26485)
• 28b0440 refactor(rust): Move IO source metrics instrumentation to PolarsObjectStore...
• 8a81b0e fix(python): Fix type-hint for Series.quantile (#26422)
• 1fdbd1f perf: Don't always rechunk on gather of nested types (#26478)
• 9d4f362 feat: Add primitive filter -> agg lowering in streaming GroupBy (#26459)
• e3efd86 chore(python): Upgraded ruff, mypy, typos (#26476)
• 6517935 feat: Support for the SQL FETCH clause (#26449)
• 3b9e87d refactor: More SQL to IR conversion execute_isolated (#26455)
• 50a3bfb Python Polars 1.38.1 (#26472)
• 4207168 fix: Do not overwrite used names in cluster_with_columns pushdown (#26467)
• Additional commits viewable in compare view

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