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https://issues.apache.org/jira/browse/BEAM-4432?focusedWorklogId=110950&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-110950
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ASF GitHub Bot logged work on BEAM-4432:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 12/Jun/18 04:58
            Start Date: 12/Jun/18 04:58
    Worklog Time Spent: 10m 
      Work Description: aaltay commented on a change in pull request #5519: 
[BEAM-4432] Adding Sources to produce Synthetic output for Batch pipelines
URL: https://github.com/apache/beam/pull/5519#discussion_r194614733
 
 

 ##########
 File path: sdks/python/setup.py
 ##########
 @@ -117,6 +117,7 @@ def get_version():
 REQUIRED_TEST_PACKAGES = [
     'nose>=1.3.7',
     'pyhamcrest>=1.9,<2.0',
+    'numpy>=1.14.3',
 
 Review comment:
   This is a rather big dependency. Is it possible for us to not use it?

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

    Worklog Id:     (was: 110950)
    Time Spent: 1h 20m  (was: 1h 10m)

> Performance tests need a way to generate Synthetic data
> -------------------------------------------------------
>
>                 Key: BEAM-4432
>                 URL: https://issues.apache.org/jira/browse/BEAM-4432
>             Project: Beam
>          Issue Type: Improvement
>          Components: testing
>            Reporter: Pablo Estrada
>            Assignee: Pablo Estrada
>            Priority: Minor
>          Time Spent: 1h 20m
>  Remaining Estimate: 0h
>
> GenerateSequence fal.lls short in this regard, as we may want to generate 
> data in custom distributions, or with specific repeatability requirements / 
> and hardcoded delays for autoscaling.



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