yeshengm opened a new pull request, #52374:
URL: https://github.com/apache/spark/pull/52374

   
   ### What changes were proposed in this pull request?
   The CatalogColumnStat.readLargeTableProp is an O(N) operation. Considering a 
table can have a lot of table properties, this effectively becomes an O(N^2) 
operation, which can be very slow for tables with a lot of table properties.
   
   This PR improves the algorithmic complexity to O(N) by only constructing the 
large table properties if numParts exists.
   
   
   ### Why are the changes needed?
   For fixing a performance issue unintentionally introduced before.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Existing unit tests.
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No
   


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