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sktime / skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
https://skpro.readthedocs.io/en/latest
BSD 3-Clause "New" or "Revised" License
249 stars 46 forks source link

[MNT] [Dependabot](deps): Update polars requirement from <1.5.0 to <1.7.0 #456

Closed dependabot[bot] closed 2 months ago

dependabot[bot] commented 3 months ago

Updates the requirements on polars to permit the latest version.

Release notes

Sourced from polars's releases.

Python Polars 1.6.0

💥 Unstable Breaking changes

These API's were marked unstable and are allowed to change.

  • Use Altair in DataFrame.plot (#17995)

🚀 Performance improvements

  • Parquet do not copy uncompressed pages (#18441)
  • Several large parquet optimizations (#18437)
  • Batch Plain Parquet UTF-8 verification (#18397)
  • Partition metadata for parquet statistic loading (#18343)
  • Fix accidental quadratic parquet metadata (#18327)
  • Lazy decompress Parquet pages (#18326)
  • Don't rechunk aligned chunks in owned_binary_chunk_align (#18314)
  • Batch DELTA_LENGTH_BYTE_ARRAY decoding (#18299)
  • Slice pushdown for SimpleProjection (#18296)
  • Use direct path for time/timedelta literals (#18223)
  • Speedup ndjson reader ~40% (#18197)
  • Skip parquet page when unneeded (#18192)

✨ Enhancements

  • Use Altair in DataFrame.plot (#17995)
  • Allow mapping as syntactic sugar in str.replace_many (#18214)
  • Respect input time zone if input is pandas Timestamp (#18346)
  • Improve Schema and DataType interop with Python types (#18308)
  • Add POLARS_BACKTRACE_IN_ERR for debugging (#18333)
  • IR serde (#18298)
  • Improve decimal_comma error message (#18269)
  • Support pre-signed URLs for cloud scan (#18274)
  • Support the most recent version of "duckdb_engine" connections via read_database (#18277)
  • Support empty structs (#18249)
  • Allow float in interpolate_by by column (#18015)
  • Make show_versions more responsive (#18208)

🐞 Bug fixes

  • Enable CSE in eager if struct are expanded (#18426)
  • Treat explode as gather (#18431)
  • Parquet nested values that span several pages (#18407)
  • Support reading empty parquet files (#18392)
  • Recurse on map field during type conversion (#15075)
  • Allow search_sorted on boolean series (#18387)
  • Mark Expr.(lower|upper)_bound as returning scalar (#18383)
  • Fix compressed ndjson row count (#18371)
  • Use correct column names when there are no value columns in unpivot (#18340)
  • Parquet several smaller issues (#18325)
  • Fix group-by slice on all keys (#18324)
  • Compute joint null mask before calling rolling corr/cov stats (#18246)

... (truncated)

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