Github user GayathriMurali commented on the issue:

    https://github.com/apache/spark/pull/13745
  
    @jkbradley @MLnick I agree with repartition idea. Although I think that it 
may not be a bad idea to call out that approxquantile calcultion for smaller 
datasets may be different on different machines depending on underlying cores 
available and leave the example and code as is. Please let me know whats best 
and I can change the documentation accordingly. 


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