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https://issues.apache.org/jira/browse/BEAM-5520?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16635934#comment-16635934
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Thomas Weise commented on BEAM-5520:
------------------------------------

An new portable pipeline option was added to support this.

The default behavior can also be controlled at the job server level. To enable 
separate sdk process for each subtask:
{code:java}
java -jar 
runners/flink/job-server/build/libs/beam-runners-flink_2.11-job-server-2.8.0-SNAPSHOT.jar
 --sdk-worker-parallelism=stage{code}
 

> Flink runner per operator SDK harness option
> --------------------------------------------
>
>                 Key: BEAM-5520
>                 URL: https://issues.apache.org/jira/browse/BEAM-5520
>             Project: Beam
>          Issue Type: Improvement
>          Components: runner-flink
>            Reporter: Thomas Weise
>            Assignee: Thomas Weise
>            Priority: Major
>              Labels: portability, portability-flink
>             Fix For: 2.8.0
>
>          Time Spent: 2.5h
>  Remaining Estimate: 0h
>
> For streaming pipelines, the runner currently uses a single SDK harness 
> process for all subtasks of a job that get deployed on the same task manager. 
> In common deployments with 16 or more tasks slots, many executable stage 
> operators all use the same SDK harness process. To scale, we need an option 
> to run separate harness processes per subtask.
>    



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