Github user viirya commented on the pull request:

    https://github.com/apache/spark/pull/11578#issuecomment-197623339
  
    Do we generate more random numbers than iterator call? I think it should be 
the same. Besides, the non-iterator api should only be used in Sampler codegen 
#11517. It is expensive to create a new iterator from values passed from 
Sampler node's child operator.


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