Github user holdenk commented on the pull request:

    https://github.com/apache/spark/pull/11105#issuecomment-197582718
  
    @squito so I don't really care about a partial partition process - but a 
take(1) on a cached RDD for example will fully evaluate one full partition that 
won't be re-evaluated by a subsequent action (unless the first partition gets 
evicted) and we need to ensure we have the values for all of the partitions.


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