Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/2751#issuecomment-58760669
  
    Hi @shijinkui, can you provide some motivation / context for this change?  
The scheduler is a complicated piece of code and even simple changes like this 
can have unanticipated consequences.
    
    There are two types of Schedulables: pools and TaskSetManagers.  It looks 
like `TaskSetManager.checkSpeculatableTasks()` has the side-effect of updating 
some internal data-structures in TaskSetManager (such as the 
`speculatableTasks` HashSet), so your PR's early-termination means that only 
the first TaskSetManager in the pool will have its fields updated.  I haven't 
checked too closely to see how `checkSpeculatableTasks` is called, but I'm 
concerned that this change might either cause us to miss out on scheduling some 
speculatable tasks or may result in more calls / loops through 
`checkSpeculatableTasks` (meaning that it wouldn't be a huge efficiency gain).


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