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https://issues.apache.org/jira/browse/BEAM-3616?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16387288#comment-16387288
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Kenneth Knowles commented on BEAM-3616:
---------------------------------------

I think this is, indeed, a core need. I expect there is another issue for this 
since [~reuvenlax] has been thinking about pipeline update / migrations for a 
long time and proposed a snapshot mechanism.

> Ensure coders are updatable partially in a cluster (aka add versions to 
> coders)
> -------------------------------------------------------------------------------
>
>                 Key: BEAM-3616
>                 URL: https://issues.apache.org/jira/browse/BEAM-3616
>             Project: Beam
>          Issue Type: Improvement
>          Components: beam-model
>            Reporter: Romain Manni-Bucau
>            Priority: Major
>             Fix For: 3.0.0
>
>
> Follow up ticket for the following discussion: 
> https://lists.apache.org/thread.html/f3b2daa740075cc39dc04f08d1eaacfcc2d550cecc04e27be024cf52@%3Cdev.beam.apache.org%3E
> Long story short: seems being able to update a live stream is a constraint 
> beam must address. This implies no change in coder serialization. To do it 
> the only way is to put a marker (like a version) otherwise the live update 
> will be broken if part of a cluster is updated only.
> This task is about ensuring we support it.



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