Github user lirui-intel commented on the pull request:

    https://github.com/apache/spark/pull/892#issuecomment-45207806
  
    I've revised the patch as @mateiz suggested: tasks will be added to 
corresponding lists even when preferred location is unavailable, in which case 
it'll also be added to pendingTasksWithNoPrefs. Later when new executor comes 
up, pendingTasksWithNoPrefs is re-computed to remove tasks that have available 
preferred locations.
    I also added a "waiting for new executor" period. During that period, tasks 
in pendingTasksWithNoPrefs will wait until we tried all other locality levels 
(unless they really have no constraints). After this period, tasks left in 
pendingTasksWithNoPrefs will be scheduled as PROCESS_LOCAL.
    Please help to review this, thanks.


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