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https://issues.apache.org/jira/browse/BEAM-579?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15432450#comment-15432450
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Stas Levin commented on BEAM-579:
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I've started working on it and should have a patch pretty soon.

> Integrate NamedAggregators into Spark's sink system
> ---------------------------------------------------
>
>                 Key: BEAM-579
>                 URL: https://issues.apache.org/jira/browse/BEAM-579
>             Project: Beam
>          Issue Type: Task
>          Components: runner-spark
>            Reporter: Stas Levin
>            Assignee: Amit Sela
>            Priority: Critical
>
> At the moment {{NamedAggregators}} is an adapter between Beam's 
> {{Aggregator}} and Spark's {{Accumulator}} and is implemented as a single 
> Spark {{Accumulator}}, holding a map of metrics that can be augmented with 
> new metrics dynamically, after the the pipeline has already started. 
> Spark's out-of-the-box metrics mechanism does not support adding metrics to 
> {{Source}} s that have already registered (it pulls their metrics upon 
> registration and never updates them again).
> In light of the above, it would seem that there is a gap to bridge between 
> the dynamic nature of {{NamedAggregators}} and Spark's current metric system 
> so that metrics that are added dynamically are also reported to the defined 
> Spark {{Sink}} s.



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