Github user oliverpierson commented on the pull request:

    https://github.com/apache/spark/pull/11553#issuecomment-201321707
  
    @mengxr Thanks for the review.  Concerning `getRelativeError`, we had 
decided to not call `$(relativeError)` directly because we wanted the default 
value to vary with the `numBuckets` (see @thunterdb  comments above).  I agree 
that it is a bit ugly and also creates issues for future developers calling 
`$(relative)` instead of `getRelativeError`.  I'm totally open to suggestions 
for changing this.  Perhaps `approxQuantile` could default to a particular 
value for `relativeError` base on `probabilites.length`?


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