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Posted to issues@flink.apache.org by "Kostas Kloudas (Jira)" <ji...@apache.org> on 2020/10/01 15:00:00 UTC

[jira] [Closed] (FLINK-6215) Make the StatefulSequenceSource scalable.

     [ https://issues.apache.org/jira/browse/FLINK-6215?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Kostas Kloudas closed FLINK-6215.
---------------------------------
    Resolution: Won't Fix

> Make the StatefulSequenceSource scalable.
> -----------------------------------------
>
>                 Key: FLINK-6215
>                 URL: https://issues.apache.org/jira/browse/FLINK-6215
>             Project: Flink
>          Issue Type: Bug
>          Components: API / DataStream
>    Affects Versions: 1.3.0
>            Reporter: Kostas Kloudas
>            Priority: Major
>              Labels: pull-request-available
>
> Currently the {{StatefulSequenceSource}} instantiates all the elements to emit first and keeps them in memory. This is not scalable as for large sequences of elements this can lead to out of memory exceptions.
> To solve this, we can pre-partition the sequence of elements based on the {{maxParallelism}} parameter, and just keep state (to checkpoint) per such partition.



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