Github user wzhfy commented on the issue:

    https://github.com/apache/spark/pull/19406
  
    Yes it's ok if consider it's approximate with relativeError. But the point 
of this pr is that there could be a further improvement in those special cases. 
IMHO it's more accurate and intuitive for end users, such as return 1 instead 
of 2 as 10% percentile among 1 to 10.


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