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https://issues.apache.org/jira/browse/BEAM-5519?focusedWorklogId=148908&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-148908
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ASF GitHub Bot logged work on BEAM-5519:
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                Author: ASF GitHub Bot
            Created on: 27/Sep/18 21:07
            Start Date: 27/Sep/18 21:07
    Worklog Time Spent: 10m 
      Work Description: kyle-winkelman commented on issue #6511: [BEAM-5519] 
Remove call to groupByKey in Spark Streaming.
URL: https://github.com/apache/beam/pull/6511#issuecomment-425243571
 
 
   I am not extremely confident in this code I just wanted to put something 
together to demonstrate my point. I also think there is some additional 
refactoring required such as renaming 
SparkGroupAlsoByWindowViaWindowSet.groupAlsoByWindow, but I would like to get 
some feedback before continuing.

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Issue Time Tracking
-------------------

    Worklog Id:     (was: 148908)
    Time Spent: 20m  (was: 10m)

> Spark Streaming Duplicated Encoding/Decoding Effort
> ---------------------------------------------------
>
>                 Key: BEAM-5519
>                 URL: https://issues.apache.org/jira/browse/BEAM-5519
>             Project: Beam
>          Issue Type: Bug
>          Components: runner-spark
>            Reporter: Kyle Winkelman
>            Assignee: Kyle Winkelman
>            Priority: Major
>              Labels: spark, spark-streaming
>          Time Spent: 20m
>  Remaining Estimate: 0h
>
> When using the SparkRunner in streaming mode. There is a call to groupByKey 
> followed by a call to updateStateByKey. BEAM-1815 fixed an issue where this 
> used to cause 2 shuffles but it still causes 2 encode/decode cycles.



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