vgankidi commented on issue #24991: [SPARK-28188] Materialize Dataframe API
URL: https://github.com/apache/spark/pull/24991#issuecomment-508554739
 
 
   @rxin Yes, materializing on a query plan without a shuffle just wastes 
resources. We usually recommend  repartitioning the dataframe before invoking 
materialize to add a shuffle. I think this can be used for your use case of 
measuring execution time of a query plan. What name would you suggest for this 
api?

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