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Bump polars from 0.41.3 to 0.45.1 #52

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@dependabot dependabot bot commented on behalf of github Dec 16, 2024

Bumps polars from 0.41.3 to 0.45.1.

Release notes

Sourced from polars's releases.

Rust Polars 0.45.0

💥 Breaking changes

  • Remove dedicated sink_(parquet/ipc)_cloud functions (#20164)
  • Experimental cloud write support (#20129)

🚀 Performance improvements

  • Add fast paths for series.arg_sort and dataframe.sort (#19872)
  • Utilize the RangedUniqueKernel for Enum/Categorical (#20150)
  • Reduce memory copy when scanning from Python objects (#20142)
  • Don't instantiate validity mask when unneeded in Parquet (#20149)
  • Expand more filters (#20022)
  • Cache the DataFrame schema in get_column_index (#20021)
  • Reduce the size of row encoding UTF-8 (#19911)
  • Memoize duplicates in rolling-gb-dyn (#19939)
  • More efficient row encoding for pl.List (#19907)
  • Half the size of Booleans in row encoding (#19927)
  • Rolling 'iter_lookbehind' breeze through duplicates (#19922)
  • Initially trim leading and trailing filtered rows (#19850)
  • Increase default async thread count for low core count systems (#19829)
  • Move row group decode off async thread for local streaming parquet scan (#19828)
  • Support use of Duration in to_string, ergonomic/perf improvement, tz-aware Datetime bugfix (#19697)
  • Improve DataFrame.sort().limit/top_k performance (#19731)
  • Improve cloud scan performance (#19728)
  • Fix quadratic 'with_columns' behavior (#19701)
  • Improve hive partition pruning with datetime predicates from SQL (#19680)
  • Allow for arbitrary skips in Parquet Dictionary Decoding (#19649)
  • Reorder conditions in is_leap_year (#19602)
  • Rechunk in DataFrame.rows if needed (#19628)
  • Dispatch Parquet Primitive PLAIN decoding to faster kernels when possible (#19611)
  • Use faster iteration in 'starts_with'/'ends_with' (#19583)
  • Branchless Parquet Prefiltering (#19190)

✨ Enhancements

  • Retry with reloaded credentials on cloud error (#20185)
  • Support reading Enum dtype from csv (#20188)
  • Allow sorting of lists and arrays (#20169)
  • Add maintain_order parameter to joins (#20026)
  • Allow for to_datetime / strftime to automatically parse dates with single-digit hour/minute/second (#20144)
  • Experimental cloud write support (#20129)
  • Allow setting and reading custom schema-level IPC metadata (#20066)
  • Add optimized row encoding for Decimals (#20050)
  • Add drop_nans method to DataFrame and LazyFrame (#20029)
  • Catch use of 'polars' in to_string for non-Duration dtypes and raise an informative error (#19977)
  • Add AhoCorasick backed 'find_many' (#19952)
  • Speed up starts_with for small prefixes (#19904)
  • Auto-enable hive partitioning if hive_schema was given (#19902)
  • Add pl.concat_arr to concatenate columns into an Array column (#19881)

... (truncated)

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Bumps [polars](https://github.com/pola-rs/polars) from 0.41.3 to 0.45.1.
- [Release notes](https://github.com/pola-rs/polars/releases)
- [Commits](https://github.com/pola-rs/polars/commits)

---
updated-dependencies:
- dependency-name: polars
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Dec 16, 2024
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