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doc: upgrade guide for new compression option for spill files #16472

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Which issue does this PR close?

  • Closes #.

Rationale for this change

Doc upgrade guide for the new feature #16268

What changes are included in this PR?

Are these changes tested?

Are there any user-facing changes?

@github-actions github-actions bot added the documentation Improvements or additions to documentation label Jun 20, 2025
@2010YOUY01 2010YOUY01 requested a review from xudong963 June 20, 2025 08:15
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LGTM, thank you

@xudong963 xudong963 requested a review from Copilot June 20, 2025 09:31
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Pull Request Overview

This PR adds a documentation upgrade guide that describes the new compression option for spill files in DataFusion 49.0.0.

  • Introduces a new section detailing the datafusion.execution.spill_compression configuration option
  • Provides configuration details and usage examples in both Rust and SQL
  • Links to further documentation on performance trade-offs and configuration settings

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