Github user jkbradley commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19993#discussion_r162747183
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/Bucketizer.scala 
---
    @@ -201,9 +184,13 @@ final class Bucketizer @Since("1.4.0") 
(@Since("1.4.0") override val uid: String
     
       @Since("1.4.0")
       override def transformSchema(schema: StructType): StructType = {
    -    if (isBucketizeMultipleColumns()) {
    +    ParamValidators.checkExclusiveParams(this, "inputCol", "inputCols")
    --- End diff --
    
    I see.  I'll see if I can come up with something which is generic but 
handles these other checks.


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