dongjoon-hyun opened a new pull request, #58590:
URL: https://github.com/apache/spark/pull/58590

   ### What changes were proposed in this pull request?
   
   This PR aims to remove the obsolete `Build` section which tells users to 
build a custom distribution with `-Pvolcano` from the Volcano scheduler part of 
`docs/running-on-kubernetes.md`.
   
   ### Why are the changes needed?
   
   The `volcano` profile has been enabled by default since 
[SPARK-54916](https://issues.apache.org/jira/browse/SPARK-54916), which was 
released in [v4.2.0](https://github.com/apache/spark/releases/tag/v4.2.0) 
(2026-07-11). A custom build is no longer needed.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No, this is a documentation-only change.
   
   ### How was this patch tested?
   
   Manual review of the generated documentation.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Opus 5


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