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https://issues.apache.org/jira/browse/BEAM-4727?focusedWorklogId=118843&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-118843
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ASF GitHub Bot logged work on BEAM-4727:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 03/Jul/18 21:29
            Start Date: 03/Jul/18 21:29
    Worklog Time Spent: 10m 
      Work Description: lostluck opened a new pull request #5884: [BEAM-4727] 
Re-use metric context throughout bundle
URL: https://github.com/apache/beam/pull/5884
 
 
   There's overhead in re-allocating a context for every element, and since the 
Go SDK doesn't modify contexts at present, except to assign identifiers for 
metrics collection, avoiding the re-allocation costs this way seems reasonable.
   
   Builds off of #5882
   
   Before:
   BenchmarkParDo_EmitSumFn-12           1000000              1202 ns/op        
     529 B/op
   After:
   BenchmarkParDo_EmitSumFn-12           1000000              1030 ns/op        
     481 B/op          3 allocs/op
   ------------------------
   
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   Post-Commit Tests Status (on master branch)
   
------------------------------------------------------------------------------------------------
   
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   Python | [![Build 
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Issue Time Tracking
-------------------

            Worklog Id:     (was: 118843)
            Time Spent: 10m
    Remaining Estimate: 0h

> Reduce metrics overhead
> -----------------------
>
>                 Key: BEAM-4727
>                 URL: https://issues.apache.org/jira/browse/BEAM-4727
>             Project: Beam
>          Issue Type: Sub-task
>          Components: sdk-go
>            Reporter: Robert Burke
>            Assignee: Robert Burke
>            Priority: Major
>          Time Spent: 10m
>  Remaining Estimate: 0h
>
> There are a few opportunities to avoid metrics overhead.
> First when setting state in the context, we allocate a new one for the stored 
> value, per element. This generates a fair amount of objects for the garbage 
> collector too. If we retain and re-use contexts within a bundle, we would 
> have the opportunity to save on these costs.
> Also, it's possible that we have overhead on the metric updating paths. We 
> can possibly do better than the general sync.Map, and avoid the type 
> assertion cost for extracting values of known types from the maps.



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