Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/8314#issuecomment-135960281
  
    @mengxr commons math 3.x is already a dependency in core. I don't have 
benchmarks handy, but my experience with the RNGs is that they're at least 
"more than fast enough" for any purpose I've had. I don't think the RNGs are 
changing, and they implement particular RNG processes like Well19937 that 
should not change over time. The down-side to not using it is simply the higher 
probability of bugs, like this one, when implementing from scratch.
    
    I think we need to get this fix in in any event. @squito do you need a 
hand? I think simply loosening the tests is appropriate, even if it means 
bigger tests.


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