Github user jiangxb1987 commented on the issue:

    https://github.com/apache/spark/pull/20414
  
    @felixcheung You are right that I didn't make it clear there should be 
still many shuffle blocks, and if you have the read task retried it should be 
slower than using `repartition(1)` directly.
    
    Now I tend to fix the issue following the latter fix-shuffle-fetch-order 
way, since it may resolve for general cases.


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