[ 
https://issues.apache.org/jira/browse/BEAM-10409?focusedWorklogId=561674&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-561674
 ]

ASF GitHub Bot logged work on BEAM-10409:
-----------------------------------------

                Author: ASF GitHub Bot
            Created on: 06/Mar/21 01:48
            Start Date: 06/Mar/21 01:48
    Worklog Time Spent: 10m 
      Work Description: robertwb opened a new pull request #14161:
URL: https://github.com/apache/beam/pull/14161


   Depends on https://github.com/apache/beam/pull/14160
   
   R: @yifanmai 
   
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Issue Time Tracking
-------------------

    Worklog Id:     (was: 561674)
    Time Spent: 8h 10m  (was: 8h)

> Add combiner packing to graph optimizer phases
> ----------------------------------------------
>
>                 Key: BEAM-10409
>                 URL: https://issues.apache.org/jira/browse/BEAM-10409
>             Project: Beam
>          Issue Type: Improvement
>          Components: runner-core
>            Reporter: Yifan Mai
>            Assignee: Yifan Mai
>            Priority: P2
>              Labels: stale-assigned
>          Time Spent: 8h 10m
>  Remaining Estimate: 0h
>
> Some use cases of Beam (e.g. [TensorFlow 
> Transform|https://github.com/tensorflow/transform]) create thousands of 
> Combine stages with a common parent. The large number of stages can cause 
> performance issues on some runners. To alleviate, a graph optimization phase 
> could be added to the translations module that packs compatible Combine 
> stages into a single stage.
> The graph optimization for CombinePerKey would work as follows: If 
> CombinePerKey stages have a common input, one input each, and one output 
> each, pack the stages into a single stage that runs all CombinePerKeys and 
> outputs resulting tuples to a new PCollection. A subsequent stage unpacks 
> tuples from this PCollection and sends them to the original output 
> PCollections.
> There is an additional issue with supporting this for CombineGlobally: 
> because of the intermediate KeyWithVoid stage between the CombinePerKey 
> stages and the input stage, the CombinePerKey stages do not have a common 
> input stage, and cannot be packed. To support CombineGlobally, a common 
> sibling elimination graph optimization phase can be used to combine the 
> KeyWithVoid stages. After this, the CombinePerKey stages would have a common 
> input and can be packed.



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