Github user mgaido91 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20366#discussion_r163353845
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/feature/CountVectorizer.scala ---
    @@ -113,7 +132,7 @@ private[feature] trait CountVectorizerParams extends 
Params with HasInputCol wit
       /** @group getParam */
       def getBinary: Boolean = $(binary)
     
    -  setDefault(vocabSize -> (1 << 18), minDF -> 1.0, minTF -> 1.0, binary -> 
false)
    +  setDefault(vocabSize -> (1 << 18), minDF -> 1.0, minTF -> 1.0, binary -> 
false, maxDF -> Long.MaxValue)
    --- End diff --
    
    what about avoiding to set a default value and apply the filter only if it 
was set?


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