Thomas Graves created SPARK-13343:
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             Summary: speculative tasks that didn't commit shouldn't be marked 
as success
                 Key: SPARK-13343
                 URL: https://issues.apache.org/jira/browse/SPARK-13343
             Project: Spark
          Issue Type: Improvement
          Components: Spark Core
    Affects Versions: 1.6.0
            Reporter: Thomas Graves


Currently Speculative tasks that didn't commit can show up as success of 
failures (depending on timing of commit). This is a bit confusing because that 
task didn't really succeed in the sense it didn't write anything.  

I think these tasks should be marked as KILLED or something that is more 
obvious to the user exactly what happened.  it is happened to hit the timing 
where it got a commit denied exception then it shows up as failed and counts 
against your task failures.  It shouldn't count against task failures since 
that failure really doesn't matter.

MapReduce handles these situation so perhaps we can look there for a model.



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