peter-toth opened a new pull request #29132:
URL: https://github.com/apache/spark/pull/29132


   ### What changes were proposed in this pull request?
   Currently the rule `PruneFileSourcePartitions` removes the advances 
statistics (cardinality, column stats) of the underlying `LogicalRelation` and 
keeps only `sizeInBytes` as that is the only value we can be sure that is 
accurate when a partition pruning happens.
   This PR changes that and keeps all statistics as they are a good upper limit 
estimates and by keeping them other rules that depend on the presence of these 
statistics (like `CostBasedJoinReorder`) can still ran.
   
   ### Why are the changes needed?
   Performance improvement.
   
   ### Does this PR introduce _any_ user-facing change?
   No.
   
   ### How was this patch tested?
   Existing UTs.
   


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