Bump polars from 0.45.1 to 0.46.0

[dependabot]

Bumps polars from 0.45.1 to 0.46.0.

Release notes

Sourced from polars's releases.

Rust Polars 0.46.0

🏆 Highlights

• Add new Int128Type (#20232)

💥 Breaking changes

• Support writing partitioned parquet to cloud (#20590)

🚀 Performance improvements

• Use BitmapBuilder in yet more places (#20868)
• Make an owned version of append (#20800)
• Use BitmapBuilder in a lot more places (#20776)
• Extend functionality on BitmapBuilder and use in Growables (#20754)
• Specialize first/last agg for simple types in new-streaming engine (#20728)
• Improve state caching and parallelism of window functions (#20689)
• Broadcast without materialization in concat_arr (#20681)
• Cache rolling groups (#20675)
• Use downcast_ref instead of dtype equality in <dyn SeriesTrait as AsRef<ChunkedArray<T>> (#20664)
• Fix performance regression for DataFrame serialization/pickling (#20641)
• Make Parquet verify_dict_indices SIMD (#20623)
• Move to zlib-rs by default and use zstd::with_buffer (#20614)
• Skip filter expansion in eager (#20586)
• Use AtomicWaker in async engine task joiner (#20604)
• Move morsel distribution to the computational async engine (#20600)
• Improve unique pred-pd (#20569)
• Collapse expanded filters in eager (#20493)
• Remove predicate from IR::DataFrame (#20492)
• Add proper distributor to new-streaming parquet reader (#20372)
• Use different binview dedup strategy depending on chunks ratio (#20451)
• Generalize the arg_sort fast path onto Column (#20437)
• Dedup binviews up front (#20449)
• Re-enable common subplan elim for new-streaming engine (#20443)
• Don't collect all LHS arrays in gather (#20441)
• Remove prepare_series for gather kernels (#20439)
• Don't always take all data buffers when gathering views (#20435)
• Order observability optimizations (#20396)
• Purge ChunkedArray Metadata (#20371)
• Drop probe tables in parallel in new-streaming equi-join (#20373)
• Explicit transpose in new-streaming equi-join finalize (#20363)
• Cache dtype on ExprIR (#20331)

✨ Enhancements

• Expose descending and nulls last in window order-by (#20919)
• Add linear_space (#20678)
• Implement df.unique() on new-streaming engine (#20875)
• Add unique operations for Decimal dtype (#20855)
• Add NDJson sink for the new streaming engine (#20805)

... (truncated)

Commits

• See full diff in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

• @dependabot rebase will rebase this PR
• @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
• @dependabot merge will merge this PR after your CI passes on it
• @dependabot squash and merge will squash and merge this PR after your CI passes on it
• @dependabot cancel merge will cancel a previously requested merge and block automerging
• @dependabot reopen will reopen this PR if it is closed
• @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
• @dependabot show <dependency name> ignore conditions will show all of the ignore conditions of the specified dependency
• @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
• @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)