Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/22112
  
    Update, according to the discussion in 
https://github.com/apache/spark/pull/9214 , the current behavior of shuffle 
writing is: "first write wins". We can't simply change it to "last write wins", 
as we may have concurrent read-write issues. To switch to "last write wins", we 
have to finish https://github.com/apache/spark/pull/6648 first.
    
    Since it's not realistic to complete 
https://github.com/apache/spark/pull/6648 before Spark 2.4, in this PR I fail 
the job directly if we hit a fetch failure and the preceding map stage is 
indeterminate. The error message asks users to do checkpoint to avoid this 
issue.


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