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https://issues.apache.org/jira/browse/BEAM-8258?focusedWorklogId=475046&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-475046
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ASF GitHub Bot logged work on BEAM-8258:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 26/Aug/20 22:56
            Start Date: 26/Aug/20 22:56
    Worklog Time Spent: 10m 
      Work Description: codecov[bot] edited a comment on pull request #12674:
URL: https://github.com/apache/beam/pull/12674#issuecomment-679334534


   # [Codecov](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=h1) Report
   > Merging 
[#12674](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=desc) into 
[master](https://codecov.io/gh/apache/beam/commit/3e80a2113a4e06c9c1efe566b3db872cb96c8e91?el=desc)
 will **decrease** coverage by `0.18%`.
   > The diff coverage is `n/a`.
   
   [![Impacted file tree 
graph](https://codecov.io/gh/apache/beam/pull/12674/graphs/tree.svg?width=650&height=150&src=pr&token=qcbbAh8Fj1)](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=tree)
   
   ```diff
   @@            Coverage Diff             @@
   ##           master   #12674      +/-   ##
   ==========================================
   - Coverage   34.48%   34.29%   -0.19%     
   ==========================================
     Files         685      696      +11     
     Lines       81519    82307     +788     
     Branches     9185     9300     +115     
   ==========================================
   + Hits        28109    28228     +119     
   - Misses      52987    53656     +669     
     Partials      423      423              
   ```
   
   
   | [Impacted 
Files](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=tree) | Coverage 
Δ | |
   |---|---|---|
   | 
[typehints/typecheck\_test\_py3.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-dHlwZWhpbnRzL3R5cGVjaGVja190ZXN0X3B5My5weQ==)
 | `31.54% <0.00%> (-16.00%)` | :arrow_down: |
   | 
[typehints/typecheck.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-dHlwZWhpbnRzL3R5cGVjaGVjay5weQ==)
 | `29.44% <0.00%> (-6.18%)` | :arrow_down: |
   | 
[testing/load\_tests/load\_test\_metrics\_utils.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-dGVzdGluZy9sb2FkX3Rlc3RzL2xvYWRfdGVzdF9tZXRyaWNzX3V0aWxzLnB5)
 | `34.98% <0.00%> (-1.39%)` | :arrow_down: |
   | 
[runners/worker/opcounters.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-cnVubmVycy93b3JrZXIvb3Bjb3VudGVycy5weQ==)
 | `33.81% <0.00%> (-0.87%)` | :arrow_down: |
   | 
[pipeline.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-cGlwZWxpbmUucHk=)
 | `22.04% <0.00%> (-0.28%)` | :arrow_down: |
   | 
[dataframe/transforms\_test.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-ZGF0YWZyYW1lL3RyYW5zZm9ybXNfdGVzdC5weQ==)
 | `25.00% <0.00%> (-0.21%)` | :arrow_down: |
   | 
[io/gcp/bigquery\_test.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-aW8vZ2NwL2JpZ3F1ZXJ5X3Rlc3QucHk=)
 | `27.39% <0.00%> (-0.18%)` | :arrow_down: |
   | 
[options/pipeline\_options.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-b3B0aW9ucy9waXBlbGluZV9vcHRpb25zLnB5)
 | `52.99% <0.00%> (-0.16%)` | :arrow_down: |
   | 
[transforms/ptransform\_test.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-dHJhbnNmb3Jtcy9wdHJhbnNmb3JtX3Rlc3QucHk=)
 | `18.37% <0.00%> (-0.09%)` | :arrow_down: |
   | 
[transforms/core.py](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree#diff-dHJhbnNmb3Jtcy9jb3JlLnB5)
 | `36.79% <0.00%> (-0.05%)` | :arrow_down: |
   | ... and [30 
more](https://codecov.io/gh/apache/beam/pull/12674/diff?src=pr&el=tree-more) | |
   
   ------
   
   [Continue to review full report at 
Codecov](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=continue).
   > **Legend** - [Click here to learn 
more](https://docs.codecov.io/docs/codecov-delta)
   > `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
   > Powered by 
[Codecov](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=footer). Last 
update 
[66055db...f7a7ca7](https://codecov.io/gh/apache/beam/pull/12674?src=pr&el=lastupdated).
 Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).
   


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

    Worklog Id:     (was: 475046)
    Time Spent: 5h 50m  (was: 5h 40m)

> Implement Nexmark (benchmark suite) in Python and integrate it with Spark and 
> Flink runners
> -------------------------------------------------------------------------------------------
>
>                 Key: BEAM-8258
>                 URL: https://issues.apache.org/jira/browse/BEAM-8258
>             Project: Beam
>          Issue Type: Bug
>          Components: testing-nexmark
>            Reporter: Ismaël Mejía
>            Priority: P3
>              Labels: gsoc, gsoc2020, mentor
>          Time Spent: 5h 50m
>  Remaining Estimate: 0h
>
> Apache Beam [1] is a unified and portable programming model for data 
> processing jobs (pipelines). The Beam model [2, 3, 4] has rich mechanisms to 
> process endless streams of events.
> Nexmark [5] is a benchmark for streaming jobs, basically a set of jobs 
> (queries) to test different use cases of the execution system. Beam 
> implemented Nexmark for Java [6, 7] and it has been succesfully used to 
> improve the features of multiple Beam runners and discover performance 
> regressions.
> Thanks to the work on portability [8] we can now run Beam pipelines on top of 
> open source systems like Apache Spark [9] and Apache Flink [10]. The goal of 
> this issue/project is to implement the Nexmark queries on Python and 
> configure them to run on our CI on top of open source systems like Apache 
> Spark and Apache Flink. The goal is that it helps the project to track and 
> improve the evolution of portable open source runners and our python 
> implementation as we do for Java.
> Because of the time constraints of GSoC we will adjust the goals (sub-tasks) 
> depending on progress.
> [1] https://beam.apache.org/
> [2] https://www.oreilly.com/ideas/the-world-beyond-batch-streaming-101
> [3] https://www.oreilly.com/ideas/the-world-beyond-batch-streaming-102
> [4] 
> https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43864.pdf
> [5] 
> https://web.archive.org/web/20100620010601/http://datalab.cs.pdx.edu/niagaraST/NEXMark/
> [6] https://beam.apache.org/documentation/sdks/java/testing/nexmark/
> [7] https://github.com/apache/beam/tree/master/sdks/java/testing/nexmark
> [8] https://beam.apache.org/roadmap/portability/
> [9] https://spark.apache.org/
> [10] https://flink.apache.org/



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