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https://issues.apache.org/jira/browse/SPARK-25344?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16643762#comment-16643762
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Bryan Cutler commented on SPARK-25344:
--------------------------------------

No I don't have strong feelings, my only preference was to put the tests in a 
subdir. I'm sure it's quite a lot of work, so however you see fit 
[~hyukjin.kwon] is fine! If you are planning on breaking this up into tasks, I 
can try to help out as well.

> Break large tests.py files into smaller files
> ---------------------------------------------
>
>                 Key: SPARK-25344
>                 URL: https://issues.apache.org/jira/browse/SPARK-25344
>             Project: Spark
>          Issue Type: Improvement
>          Components: PySpark
>    Affects Versions: 2.4.0
>            Reporter: Imran Rashid
>            Priority: Major
>
> We've got a ton of tests in one humongous tests.py file, rather than breaking 
> it out into smaller files.
> Having one huge file doesn't seem great for code organization, and it also 
> makes the test parallelization in run-tests.py not work as well.  On my 
> laptop, tests.py takes 150s, and the next longest test file takes only 20s.  
> There are similarly large files in other pyspark modules, eg. sql/tests.py, 
> ml/tests.py, mllib/tests.py, streaming/tests.py.
> It seems that at least for some of these files, its already broken into 
> independent test classes, so it shouldn't be too hard to just move them into 
> their own files.



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