HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648795144



##########
File path: python/docs/source/user_guide/pandas_on_spark/options.rst
##########
@@ -227,24 +227,24 @@ This is conceptually equivalent to the PySpark example as 
below:
 Available options
 -----------------
 
-=============================== ============== 
=====================================================
+=============================== ============== 
===================================================================
 Option                          Default        Description
-=============================== ============== 
=====================================================
-display.max_rows                1000           This sets the maximum number of 
rows Koalas should
+=============================== ============== 
===================================================================
+display.max_rows                1000           This sets the maximum number of 
rows pandas APIs on Spark should

Review comment:
       pandas APIs on Spark -> pandas-on-Spark
   
   It reads awkward

##########
File path: python/docs/source/user_guide/pandas_on_spark/options.rst
##########
@@ -227,24 +227,24 @@ This is conceptually equivalent to the PySpark example as 
below:
 Available options
 -----------------
 
-=============================== ============== 
=====================================================
+=============================== ============== 
===================================================================
 Option                          Default        Description
-=============================== ============== 
=====================================================
-display.max_rows                1000           This sets the maximum number of 
rows Koalas should
+=============================== ============== 
===================================================================
+display.max_rows                1000           This sets the maximum number of 
rows pandas APIs on Spark should
                                                output when printing out 
various output. For example,
                                                this value determines the 
number of rows to be shown
                                                at the repr() in a dataframe. 
Set `None` to unlimit
                                                the input length. Default is 
1000.
 compute.max_rows                1000           'compute.max_rows' sets the 
limit of the current
-                                               Koalas DataFrame. Set `None` to 
unlimit the input
+                                               pandas APIs on Spark DataFrame. 
Set `None` to unlimit the input

Review comment:
       pandas-on-Spark DataFrame




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