Github user viirya commented on the pull request:

    https://github.com/apache/spark/pull/5572#issuecomment-105337577
  
    I am not sure why coalescing can have a lot help. Once we coalesce rdd2 to 
small number of partitions, we still need to fetch them all for each element in 
rdd1, right?


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