Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/19816
  
    I think likely this is a general problem with default shuffle size being 
too big on limited resources when in tests (particularly on Windows/AppVeyor). 
The additional test failures are expected, I guess, since less partition can 
alter the result.
    
    Let's do a more isolated change for now? But I agree new tests can cause 
problems in the future. Perhaps we could identify a size that is smaller than 
the default that could get "close enough" to the result we have and set that 
for tests by default (16? 32? 64?).



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