uros-b opened a new pull request, #57987:
URL: https://github.com/apache/spark/pull/57987

   ### What changes were proposed in this pull request?
   
   Removes the `Highlights in 3.0` section from `docs/ml-guide.md`, and 
rewrites a sentence that still described DataFrame-based API feature parity as 
future work in the Spark 2.x releases.
   
   ### Why are the changes needed?
   
   Both are stale on the current codebase. The guide keeps no equivalent 
`Highlights` section for 1.x or 2.x, so dropping superseded highlights is the 
established practice: SPARK-30934 replaced the 2.3 highlights with the 3.0 ones 
rather than accumulating them. The `Migration Guide` section immediately below 
already points readers to the archived migration guide, and the 3.0 features 
remain documented on their own pages, so no user-facing information is lost. 
Feature parity between the DataFrame-based and RDD-based APIs was reached at 
Spark 2.3, as `ml-pipeline.md` states, so the future-tense sentence is 
corrected to past tense.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No, other than the updated documentation.
   
   ### How was this patch tested?
   
   Documentation only. No internal doc links point at the removed section's 
anchor, and the surrounding sections remain well-formed after the deletion.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code (Opus 4.8)
   


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