Github user wangyum commented on the issue:

    https://github.com/apache/spark/pull/17169
  
    It seems has improved:
    
https://github.com/apache/spark/blob/v2.4.0/mllib/src/main/scala/org/apache/spark/ml/feature/Bucketizer.scala#L91-L104


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