Github user jerryshao commented on the pull request:

    https://github.com/apache/spark/pull/4875#issuecomment-77303929
  
    Does Spark Streaming's checkpoint fail to work for recovery?
    
    IIUC from your description you want to recover the window using external 
data (Cassandra), rather than recover from checkpoint data, and current 
checkpoint is mutable to the code change, is that right?
    
    Maybe this is a way to solve your problem, but I'm not sure is there any 
other solution can solve your problem. Feeding into the source InputDStream 
probably is another way compared to change the `WindowedDStream` code, like 
feeding again from Kafka from the last offset, so you don't need to save the 
data into another DB. Currently I've no concrete idea about this, 
    



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