pan3793 opened a new pull request, #49044:
URL: https://github.com/apache/spark/pull/49044

   Backport https://github.com/apache/spark/pull/48981 to 3.5
   
   ### What changes were proposed in this pull request?
   
   As title.
   
   ### Why are the changes needed?
   
   SPARK-37814 (3.3.0) migrated logging system from log4j1 to log4j2, we should 
updated the docs as well.
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes, docs are updated.
   
   ### How was this patch tested?
   
   Review.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.


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