LuciferYang opened a new pull request, #45315:
URL: https://github.com/apache/spark/pull/45315

   ### What changes were proposed in this pull request?
   This pr aims to upgrade slf4j from 2.0.11 to 2.0.12
   
   ### Why are the changes needed?
   This release reverted removal of `Util.report` methods which were removed by 
mistake in slf4j version 2.0.10 and breaking compatibility with logback-classic.
   
   The full release notes as follows:
   - https://www.slf4j.org/news.html#2.0.12
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Pass GitHub Actions
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No
   


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