Github user aarondav commented on the pull request:

    https://github.com/apache/spark/pull/2117#issuecomment-53325182
  
    Why would this be OOM-prone? This would only cause us to run a longer job 
than we need to if it turns out the first few partitions actually do contain 
enough results.
    
    Also, this sort of doubling seems like it'd be relatively slow in the case 
where very few (possibly 0) elements exist, as you'd effectively search the 
whole thing twice.


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