Erik van Oosten created SPARK-27025:
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             Summary: Speed up toLocalIterator
                 Key: SPARK-27025
                 URL: https://issues.apache.org/jira/browse/SPARK-27025
             Project: Spark
          Issue Type: Wish
          Components: Spark Core
    Affects Versions: 2.3.3
            Reporter: Erik van Oosten


Method {{toLocalIterator}} fetches the partitions to the driver one by one. 
However, as far as I can see, any required computation for the 
yet-to-be-fetched-partitions is not kicked off until it is fetched. Effectively 
only one partition is being computed at the same time. 



Desired behavior: immediately start calculation of all partitions while 
retaining the download-a-partition at a time behavior.



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