You can use reduceByKeyAndWindow for that. Here's a pretty clean example
https://github.com/apache/spark/blob/master/examples/src/main/scala/org/apache/spark/examples/streaming/TwitterPopularTags.scala

Thanks
Best Regards

On Mon, Dec 29, 2014 at 1:30 PM, Hoai-Thu Vuong <[email protected]> wrote:

> dear user of spark
>
> I've got a program, streaming a folder, when a new file is created in this
> folder, I count a word, which appears in this document and update it (I
> used StatefulNetworkWordCount to do it). And it work like charm. However, I
> would like to know the different of top 10 word at now and at time (one
> hour before). How could I do it? I try to use windowDuration, but it seem
> not work.
>

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