Github user BryanCutler commented on the issue:

    https://github.com/apache/spark/pull/23236
  
    True, the test is not that long under light resources. Locally, I saw a 
couple seconds difference with the changes I mentioned. The weird thing is the 
unmodified test completes after the 11th batch with errors
    ```
    ['0.67', '0.71', '0.78', '0.7', '0.75', '0.74', '0.73', '0.69', '0.62', 
'0.71', '0.31']
    ```
    Compared to the error values from the test failures above, they match up 
until the 10th batch but then these continue until the 16th where it has a 
timeout
    ```
    0.67, 0.71, 0.78, 0.7, 0.75, 0.74, 0.73, 0.69, 0.62, 0.71, 0.69, 0.75, 
0.72, 0.77, 0.71, 0.74
    ```
    I would expect the seed to produce the same values (or all diff if the 
random func is different), which makes me think something else is going on..
    
    Anyway, I think it's fine to increase the timeout and if it's still flaky, 
we can look at making changes.


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