From 6c6df334ebd76ef979f239f684af358df8c47727 Mon Sep 17 00:00:00 2001
From: Ong Ming Yang <me@ongmingyang.com>
Date: Fri, 23 Jun 2017 12:32:45 +0800
Subject: [PATCH] [MINOR][DOCS] Docs in DataFrameNaFunctions.scala use wrong
 method

## What changes were proposed in this pull request?

* The methods written in this file are methods of `df.na` not `df`.
* Filled in some missing parentheses

## How was this patch tested?

N/A
---
 .../spark/sql/DataFrameNaFunctions.scala      | 20 +++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala b/sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala
index ee949e78fa3b..871fff71e553 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala
@@ -268,13 +268,13 @@ final class DataFrameNaFunctions private[sql](df: DataFrame) {
    *   import com.google.common.collect.ImmutableMap;
    *
    *   // Replaces all occurrences of 1.0 with 2.0 in column "height".
-   *   df.replace("height", ImmutableMap.of(1.0, 2.0));
+   *   df.na.replace("height", ImmutableMap.of(1.0, 2.0));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in column "name".
-   *   df.replace("name", ImmutableMap.of("UNKNOWN", "unnamed"));
+   *   df.na.replace("name", ImmutableMap.of("UNKNOWN", "unnamed"));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in all string columns.
-   *   df.replace("*", ImmutableMap.of("UNKNOWN", "unnamed"));
+   *   df.na.replace("*", ImmutableMap.of("UNKNOWN", "unnamed"));
    * }}}
    *
    * @param col name of the column to apply the value replacement
@@ -295,10 +295,10 @@ final class DataFrameNaFunctions private[sql](df: DataFrame) {
    *   import com.google.common.collect.ImmutableMap;
    *
    *   // Replaces all occurrences of 1.0 with 2.0 in column "height" and "weight".
-   *   df.replace(new String[] {"height", "weight"}, ImmutableMap.of(1.0, 2.0));
+   *   df.na.replace(new String[] {"height", "weight"}, ImmutableMap.of(1.0, 2.0));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in column "firstname" and "lastname".
-   *   df.replace(new String[] {"firstname", "lastname"}, ImmutableMap.of("UNKNOWN", "unnamed"));
+   *   df.na.replace(new String[] {"firstname", "lastname"}, ImmutableMap.of("UNKNOWN", "unnamed"));
    * }}}
    *
    * @param cols list of columns to apply the value replacement
@@ -319,13 +319,13 @@ final class DataFrameNaFunctions private[sql](df: DataFrame) {
    *
    * {{{
    *   // Replaces all occurrences of 1.0 with 2.0 in column "height".
-   *   df.replace("height", Map(1.0 -> 2.0))
+   *   df.na.replace("height", Map(1.0 -> 2.0));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in column "name".
-   *   df.replace("name", Map("UNKNOWN" -> "unnamed")
+   *   df.na.replace("name", Map("UNKNOWN" -> "unnamed"));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in all string columns.
-   *   df.replace("*", Map("UNKNOWN" -> "unnamed")
+   *   df.na.replace("*", Map("UNKNOWN" -> "unnamed"));
    * }}}
    *
    * @param col name of the column to apply the value replacement
@@ -348,10 +348,10 @@ final class DataFrameNaFunctions private[sql](df: DataFrame) {
    *
    * {{{
    *   // Replaces all occurrences of 1.0 with 2.0 in column "height" and "weight".
-   *   df.replace("height" :: "weight" :: Nil, Map(1.0 -> 2.0));
+   *   df.na.replace("height" :: "weight" :: Nil, Map(1.0 -> 2.0));
    *
    *   // Replaces all occurrences of "UNKNOWN" with "unnamed" in column "firstname" and "lastname".
-   *   df.replace("firstname" :: "lastname" :: Nil, Map("UNKNOWN" -> "unnamed");
+   *   df.na.replace("firstname" :: "lastname" :: Nil, Map("UNKNOWN" -> "unnamed"));
    * }}}
    *
    * @param cols list of columns to apply the value replacement