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https://issues.apache.org/jira/browse/KAFKA-4730?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16572237#comment-16572237
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Matthias J. Sax commented on KAFKA-4730:
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You mean on the used data structure? Not really, but we are open to 
suggestions. I think a segmented implementation does make sense. \cc [~vvcephei]

> Streams does not have an in-memory windowed store
> -------------------------------------------------
>
>                 Key: KAFKA-4730
>                 URL: https://issues.apache.org/jira/browse/KAFKA-4730
>             Project: Kafka
>          Issue Type: New Feature
>          Components: streams
>    Affects Versions: 0.10.2.0
>            Reporter: Eno Thereska
>            Assignee: John Roesler
>            Priority: Major
>
> Streams has windowed persistent stores (e.g., see PersistentKeyValueFactory 
> interface with "windowed" method), however it does not allow for windowed 
> in-memory stores (e.g., see InMemoryKeyValueFactory interface). 
> In addition to the interface not allowing it, streams does not actually have 
> an implementation of an in-memory windowed store.
> The implications are that operations that require windowing cannot use 
> in-memory stores. 



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