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https://issues.apache.org/jira/browse/FLINK-32119?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17723800#comment-17723800
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Zhanghao Chen commented on FLINK-32119:
---------------------------------------

+1 for "partition skew is probably worse than key group misalignment", and key 
group misalignment is not even a problem for non-key-based operations. I think 
we'd better add two different options to control partition balance for sources 
and key group alignment for other operators separately. 

> Disable key group alignment for determining source parallelism
> --------------------------------------------------------------
>
>                 Key: FLINK-32119
>                 URL: https://issues.apache.org/jira/browse/FLINK-32119
>             Project: Flink
>          Issue Type: Bug
>          Components: Autoscaler, Kubernetes Operator
>            Reporter: Maximilian Michels
>            Assignee: Maximilian Michels
>            Priority: Major
>             Fix For: kubernetes-operator-1.6.0, kubernetes-operator-1.5.1
>
>
> After choosing the target parallelism for a vertex, we choose a higher 
> parallelism if that parallelism leads to evenly spreading the number of key 
> groups (=max parallelism).
> For one, sources don't have keyed state, so this adjustment does not make 
> sense.
> For another, we internally limit the max parallelism of sources to the number 
> of partitions discovered. This makes the adjustment even less meaningful.



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