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

    https://github.com/apache/spark/pull/19993#discussion_r159099688
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/Bucketizer.scala 
---
    @@ -137,18 +137,10 @@ final class Bucketizer @Since("1.4.0") 
(@Since("1.4.0") override val uid: String
       /**
        * Determines whether this `Bucketizer` is going to map multiple 
columns. If and only if
        * `inputCols` is set, it will map multiple columns. Otherwise, it just 
maps a column specified
    -   * by `inputCol`. A warning will be printed if both are set.
    +   * by `inputCol`.
        */
       private[feature] def isBucketizeMultipleColumns(): Boolean = {
    -    if (isSet(inputCols) && isSet(inputCol)) {
    -      logWarning("Both `inputCol` and `inputCols` are set, we ignore 
`inputCols` and this " +
    -        "`Bucketizer` only map one column specified by `inputCol`")
    -      false
    -    } else if (isSet(inputCols)) {
    -      true
    -    } else {
    -      false
    -    }
    +    isSet(inputCols)
    --- End diff --
    
    Seems superfluous to how have a separate method for this


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