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

    https://github.com/apache/spark/pull/15428#discussion_r83911574
  
    --- Diff: python/pyspark/ml/feature.py ---
    @@ -1157,9 +1157,11 @@ class QuantileDiscretizer(JavaEstimator, 
HasInputCol, HasOutputCol, JavaMLReadab
         categorical features. The number of bins can be set using the 
:py:attr:`numBuckets` parameter.
         It is possible that the number of buckets used will be less than this 
value, for example, if
    --- End diff --
    
    Here too: no longer the case


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