Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/19565
  
    @akopich If you want to cache the input dataset, create JIAR to discuss it 
first. It's another issue I think. This JIAR also related to input caching 
issues: https://issues.apache.org/jira/browse/SPARK-19422


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