zhengruifeng opened a new pull request #31469:
URL: https://github.com/apache/spark/pull/31469


   ### What changes were proposed in this pull request?
   Param Validation throw `IllegalArgumentException`
   
   
   ### Why are the changes needed?
   Param Validation should throw `IllegalArgumentException` instead of 
`IllegalStateException`
   
   
   ### Does this PR introduce _any_ user-facing change?
   Yes, the type of exception changed
   
   
   ### How was this patch tested?
   existing testsuites
   


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