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https://issues.apache.org/jira/browse/BEAM-14163?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17511931#comment-17511931
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Brian Hulette edited comment on BEAM-14163 at 3/24/22, 3:59 PM:
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I think 
https://ci-beam.apache.org/job/beam_LoadTests_Python_ParDo_Dataflow_Streaming 
is the job that generates the ParDo numbers. It would be nice to identify the 
specific first run with the regression. 
https://ci-beam.apache.org/job/beam_LoadTests_Python_ParDo_Dataflow_Streaming/546/
 was run on 03/17 at 1PM UTC, the regression is reported at 03/17 at 5PM (no 
timezone). I'm not sure if there's a timezone that makes that make sense.

If the regression is at 546 the only python relevant changes are 
https://github.com/apache/beam/commit/02d9657f68fc60bae9704eef0cc98810ea2b143f 
and 
https://github.com/apache/beam/commit/9c17960d748b56af4915a3fd1c618b470b0521c3


was (Author: bhulette):
I think 
https://ci-beam.apache.org/job/beam_LoadTests_Python_ParDo_Dataflow_Streaming 
is the job that generates the ParDo numbersIt would be nice to identify the 
specific first run with the regression, 
https://ci-beam.apache.org/job/beam_LoadTests_Python_ParDo_Dataflow_Streaming/546/
 was run on 03/17 at 1PM UTC, the regression is reported at 03/17 at 5PM (no 
timezone). I'm not sure if there's a timezone that makes that make sense.

If the regression is at 546 the only python relevant changes are 
https://github.com/apache/beam/commit/02d9657f68fc60bae9704eef0cc98810ea2b143f 
and 
https://github.com/apache/beam/commit/9c17960d748b56af4915a3fd1c618b470b0521c3

> Performance Regressions in streaming python ParDo and GBK Load Tests
> --------------------------------------------------------------------
>
>                 Key: BEAM-14163
>                 URL: https://issues.apache.org/jira/browse/BEAM-14163
>             Project: Beam
>          Issue Type: Bug
>          Components: community-metrics, sdk-py-core
>    Affects Versions: 2.38.0
>            Reporter: Daniel Oliveira
>            Priority: P0
>             Fix For: 2.38.0
>
>
> As specified in the [Beam Release 
> Guide|https://beam.apache.org/contribute/release-guide/#4-investigate-performance-regressions],
>  I'm investigating performance regressions. The following load test metrics 
> show a clear and persistant performance regression starting approximately 
> around March 17 and affecting version 2.38.0.
> ParDo Load Tests: 
> http://metrics.beam.apache.org/d/MOi-kf3Zk/pardo-load-tests?orgId=1&var-processingType=streaming&var-sdk=python
> GBK Load Tests: 
> http://metrics.beam.apache.org/d/UYZ-oJ3Zk/gbk-load-tests?orgId=1&var-processingType=streaming&var-sdk=python&from=now-30d&to=now



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