Modin 0.32.0

This release introduces support for Polars API, a new query compiler for small data,
more functions that can use dynamic partitioning, as well as several bug fixes.

Key Features and Updates Since 0.31.0

• Stability and Bugfixes
  • FIX-#0000: Fix type hint (#7343)
  • FIX-#7113: Fix docstring overrides for subclasses (#7354)
  • FIX-#7134: Use a separate docstring class for BasePandasDataset (#7353)
  • FIX-#7329: Do not sort columns on df.update (#7330)
  • FIX-#7351: Add ipython method calls to non-lookup list (#7352)
  • FIX-#7355: Cpu count would be set incorrectly on a cluster (#7356)
  • FIX-#7357: Fix NoAttributeError on DataFrame.copy (#7358)
  • FIX-#7371: Fix inserting datelike values into a DataFrame (#7372)
  • FIX-#7373: Try a previous version of motoserver/moto service, pin to 5.0.13 (#7374)
  • FIX-#7379: Fix __imul__ performing addition instead of multiplication (#7380)
  • FIX-#7387: Limit the number of pytest workers for tests with Ray engine on Windows (#7388)
  • FIX-#7389: Fix uploading artifacts (#7390)
• Refactor Codebase
  • REFACTOR-#0000: Update copyright date (#7333)
• Documentation improvements
  • DOCS-#0000: Update RunLLM Ask AI widget script path (#7345)
  • DOCS-#7335: Fix borken links in Modin Usage Examples page (#7336)
  • DOCS-#7382: Add documentation on how to use Modin Native query compiler (#7386)
• New Features
  • FEAT-#4605: Add native query compiler (#7259)
  • FEAT-#7308: Interoperability between query compilers (#7376)
  • FEAT-#7331: Initial Polars API (#7332)
  • FEAT-#7337: Using dynamic partitionning in broadcast_apply (#7338)
  • FEAT-#7340: Add more granular lazy flags to query compiler (#7348)
  • FEAT-#7368: Add a new environment variable for using dynamic partitioning (#7369)

Contributors

@MortalHappiness
@Retribution98
@YarShev
@ZhipengXue97
@anmyachev
@arunjose696
@devin-petersohn
@likawind
@sfc-gh-joshi
@sfc-gh-mvashishtha