HyukjinKwon commented on code in PR #41444:
URL: https://github.com/apache/spark/pull/41444#discussion_r1217343932


##########
connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala:
##########
@@ -812,6 +812,69 @@ object functions {
    */
   def min_by(e: Column, ord: Column): Column = Column.fn("min_by", e, ord)
 
+  /**
+   * Aggregate function: returns the exact percentile(s) of numeric column 
`expr` at the given
+   * percentage(s) with value range in [0.0, 1.0].
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile(e: Column, percentage: Column): Column = 
Column.fn("percentile", e, percentage)
+
+  /**
+   * Aggregate function: returns the exact percentile(s) of numeric column 
`expr` at the given
+   * percentage(s) with value range in [0.0, 1.0].
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile(e: Column, percentage: Column, frequency: Column): Column =
+    Column.fn("percentile", e, percentage, frequency)
+
+  /**
+   * Aggregate function: returns a percentile value based on a continuous 
distribution of numeric
+   * or ANSI interval column at the given percentage(s) with value range in 
[0.0, 1.0].
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile_cont(e: Column, percentage: Column): Column =
+    Column.fn("percentile_cont", e, percentage)
+
+  /**
+   * Aggregate function: returns a percentile value based on a continuous 
distribution of numeric
+   * or ANSI interval column at the given percentage(s) with value range in 
[0.0, 1.0].
+   *
+   * Note: reverse used to specify whether to reverse calculate percentile 
value.
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile_cont(e: Column, percentage: Column, reverse: Boolean): Column 
=
+    Column.fn("percentile_cont", e, percentage, lit(reverse))
+
+  /**
+   * Aggregate function: returns the percentile(s) based on a discrete 
distribution of numeric
+   * column `expr` at the given percentage(s) with value range in [0.0, 1.0].
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile_disc(e: Column, percentage: Column): Column =
+    Column.fn("percentile_disc", e, percentage)
+
+  /**
+   * Aggregate function: returns the percentile(s) based on a discrete 
distribution of numeric
+   * column `expr` at the given percentage(s) with value range in [0.0, 1.0].
+   *
+   * Note: reverse used to specify whether to reverse calculate percentile 
value.
+   *
+   * @group agg_funcs
+   * @since 3.5.0
+   */
+  def percentile_disc(e: Column, percentage: Column, reverse: Boolean): Column 
=

Review Comment:
   They are mostly there because of the legacy reason.



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