Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/11325#discussion_r53824816
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/DataFrameStatFunctions.scala ---
    @@ -37,13 +37,27 @@ import org.apache.spark.util.sketch.{BloomFilter, 
CountMinSketch}
     final class DataFrameStatFunctions private[sql](df: DataFrame) {
     
       /**
    -   * Calculate the approximate quantile of numerical column of a DataFrame.
    +   * Calculates the approximate quantiles of a numerical column of a 
DataFrame.
    +   *
    +   * Note on the target error:
    +   *
    +   * The result of this algorithm has the following deterministic bound:
    +   * if the DataFrame has N elements and if we request the quantile `phi` 
up to error `epsi`,
    --- End diff --
    
    "the quantile corresponding to probability `phi`"


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