HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648801668



##########
File path: python/docs/source/user_guide/pandas_on_spark/types.rst
##########
@@ -1,18 +1,18 @@
-======================
-Type Support In Koalas
-======================
+====================================
+Type Support In pandas APIs on Spark
+====================================
 
 .. currentmodule:: pyspark.pandas
 
-In this chapter, we will briefly show you how data types change when 
converting Koalas DataFrame from/to PySpark DataFrame or pandas DataFrame.
+In this chapter, we will briefly show you how data types change when 
converting pandas APIs on Spark DataFrame from/to PySpark DataFrame or pandas 
DataFrame.

Review comment:
       pandas-on-Spark DataFrame

##########
File path: python/docs/source/user_guide/pandas_on_spark/types.rst
##########
@@ -1,18 +1,18 @@
-======================
-Type Support In Koalas
-======================
+====================================
+Type Support In pandas APIs on Spark
+====================================
 
 .. currentmodule:: pyspark.pandas
 
-In this chapter, we will briefly show you how data types change when 
converting Koalas DataFrame from/to PySpark DataFrame or pandas DataFrame.
+In this chapter, we will briefly show you how data types change when 
converting pandas APIs on Spark DataFrame from/to PySpark DataFrame or pandas 
DataFrame.
 
 
-Type casting between PySpark and Koalas
----------------------------------------
+Type casting between PySpark and pandas APIs on Spark
+-----------------------------------------------------
 
-When converting a Koalas DataFrame from/to PySpark DataFrame, the data types 
are automatically casted to the appropriate type.
+When converting a pandas APIs on Spark DataFrame from/to PySpark DataFrame, 
the data types are automatically casted to the appropriate type.

Review comment:
       pandas-on-Spark DataFrame

##########
File path: python/docs/source/user_guide/pandas_on_spark/types.rst
##########
@@ -1,18 +1,18 @@
-======================
-Type Support In Koalas
-======================
+====================================
+Type Support In pandas APIs on Spark
+====================================
 
 .. currentmodule:: pyspark.pandas
 
-In this chapter, we will briefly show you how data types change when 
converting Koalas DataFrame from/to PySpark DataFrame or pandas DataFrame.
+In this chapter, we will briefly show you how data types change when 
converting pandas APIs on Spark DataFrame from/to PySpark DataFrame or pandas 
DataFrame.
 
 
-Type casting between PySpark and Koalas
----------------------------------------
+Type casting between PySpark and pandas APIs on Spark
+-----------------------------------------------------
 
-When converting a Koalas DataFrame from/to PySpark DataFrame, the data types 
are automatically casted to the appropriate type.
+When converting a pandas APIs on Spark DataFrame from/to PySpark DataFrame, 
the data types are automatically casted to the appropriate type.
 
-The example below shows how data types are casted from PySpark DataFrame to 
Koalas DataFrame.
+The example below shows how data types are casted from PySpark DataFrame to 
pandas APIs on Spark DataFrame.

Review comment:
       pandas-on-Spark DataFrame

##########
File path: python/docs/source/user_guide/pandas_on_spark/types.rst
##########
@@ -25,10 +25,10 @@ The example below shows how data types are casted from 
PySpark DataFrame to Koal
     >>> sdf
     DataFrame[tinyint: tinyint, decimal: decimal(10,0), float: float, double: 
double, integer: int, long: bigint, short: smallint, timestamp: timestamp, 
string: string, boolean: boolean, date: date]
 
-    # 3. Convert PySpark DataFrame to Koalas DataFrame
+    # 3. Convert PySpark DataFrame to pandas APIs on Spark DataFrame

Review comment:
       pandas-on-Spark DataFrame

##########
File path: python/docs/source/user_guide/pandas_on_spark/types.rst
##########
@@ -25,10 +25,10 @@ The example below shows how data types are casted from 
PySpark DataFrame to Koal
     >>> sdf
     DataFrame[tinyint: tinyint, decimal: decimal(10,0), float: float, double: 
double, integer: int, long: bigint, short: smallint, timestamp: timestamp, 
string: string, boolean: boolean, date: date]
 
-    # 3. Convert PySpark DataFrame to Koalas DataFrame
+    # 3. Convert PySpark DataFrame to pandas APIs on Spark DataFrame
     >>> kdf = sdf.to_koalas()
 
-    # 4. Check the Koalas data types
+    # 4. Check the pandas APIs on Spark data types

Review comment:
       pandas-on-Spark data types




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