Github user jerryshao commented on the pull request:

    https://github.com/apache/spark/pull/3655#issuecomment-69684611
  
    Hi @harishreedharan , After carefully looking at the code, I think data 
will not be lost even in such failure situation. For example, if we meet 
exception in `onPushBlock` which is called in 
`BlockGenerator#keepPushingBlocks`, this function will catch the exception and 
call `reportError` to notify the exception, After that the thread of 
`blockPushingThread` is exited. So there's no chance to call `onPushBlock` 
again, in another words, `storeBlockAndCommitOffset` will not be called again, 
so offset will not be committed to ZK from the failure point.
    
    And the receiving thread will keep getting data and pushed into 
`blockForPushing` until it is full, after that, the whole receiver system is 
blocked.


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