Github user WeichenXu123 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20837#discussion_r174995625
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/util/Instrumentation.scala ---
    @@ -55,6 +55,11 @@ private[spark] class Instrumentation[E <: Estimator[_]] 
private (
           s" storageLevel=${dataset.getStorageLevel}")
       }
     
    +  override def logWarning(msg: => String): Unit = {
    +    logNamedValue(Instrumentation.loggerTags.warning, msg)
    +    super.logWarning(msg)
    --- End diff --
    
    I doubt it will log repeatedly here.


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