Github user zhangjiajin commented on the pull request:

    https://github.com/apache/spark/pull/7412#issuecomment-122143351
  
    I'm confused, the groupBy just reorganize data, not generate new data, why 
does excutor overload after shuffling ?
    
    The following diagrams are from paper "Mining Sequential Patterns by 
Pattern-Growth: The PrefixSpan Approach":
    
    
![image](https://cloud.githubusercontent.com/assets/13159256/8738656/262676ec-2c65-11e5-9c7e-5e79e5a03b38.png)



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