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https://issues.apache.org/jira/browse/KAFKA-4677?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15891031#comment-15891031
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Matthias J. Sax commented on KAFKA-4677:
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Streams used it's own partition assigner implementation and does not use the 
Consumer's default partition assigner, because streams has additional 
requirements/restrictions with regard to group management. Thus, any change 
from KIP-54 will not affect Streams as it does not use it.

> Avoid unnecessary task movement across threads during rebalance
> ---------------------------------------------------------------
>
>                 Key: KAFKA-4677
>                 URL: https://issues.apache.org/jira/browse/KAFKA-4677
>             Project: Kafka
>          Issue Type: Bug
>          Components: streams
>    Affects Versions: 0.10.2.0
>            Reporter: Damian Guy
>            Assignee: Damian Guy
>             Fix For: 0.10.3.0
>
>
> StreamPartitionAssigner tries to follow a sticky assignment policy to avoid 
> expensive task migration. Currently, it does this in a best-effort approach.
> We could observe a case, for which tasks did migrate for no good reason, thus 
> we assume that the current implementation could be improved to be more sticky.
> The concrete scenario is as follows:
> assume we have topology with 3 tasks, A, B, C
> assume we have 3 threads, each executing one task: 1-A, 2-B, 3-C
> for some reason, thread 1 goes down and a rebalance gets triggered
> thread 2 and 3 get their partitions revoked
> sometimes (not sure what the exact condition for this is), the new assignment 
> flips the assignment for task B and C (task A is newly assigned to either 
> thread 2 or 3)
> > possible new assignment 2(A,C) and 3-B
> There is no obvious reason (like load-balancing) why the task assignment for 
> B and C does change to the other thread resulting in unnecessary task 
> migration.



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