Github user jkbradley commented on the issue: https://github.com/apache/spark/pull/15817 Can you please implement the Param directly in Bucketizer and QuantileDiscretizer? Just like in Scala, HasHandleInvalid has built-in Param doc which applies to existing use cases but not Bucketizer and QuantileDiscretizer. It will be better to copy the Param, setter, and getter into Bucketizer and QuantileDiscretizer so that we can specialize the built-in Param doc.
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