I see now.

There are three steps in SparkStreaming + Kafka date processing 
1.Receiving the data
2.Transforming the data
3.Pushing out the data

SparkStreaming + Kafka only provide an exactly-once guarantee on step 1 & 2
We need to ensure exactly once on step 3 by myself. 

More details see base on 
http://spark.apache.org/docs/latest/streaming-programming-guide.html
<http://spark.apache.org/docs/latest/streaming-programming-guide.html>  





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