HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648793895
##########
File path: python/docs/source/user_guide/pandas_on_spark/best_practices.rst
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@@ -214,8 +214,8 @@ See `working with PySpark <pandas_pyspark.rst#pyspark>`_
Use ``distributed`` or ``distributed-sequence`` default index
-------------------------------------------------------------
-One common issue when Koalas users face is the slow performance by default
index. Koalas attaches
-a default index when the index is unknown, for example, Spark DataFrame is
directly converted to Koalas DataFrame.
+One common issue when pandas APIs on Spark users face is the slow performance
by default index. Pandas APIs on Spark attaches
Review comment:
```suggestion
One common issue when pandas APIs on Spark users face is the slow
performance by default index. Pandas APIs on Spark attach
```
##########
File path: python/docs/source/user_guide/pandas_on_spark/best_practices.rst
##########
@@ -214,8 +214,8 @@ See `working with PySpark <pandas_pyspark.rst#pyspark>`_
Use ``distributed`` or ``distributed-sequence`` default index
-------------------------------------------------------------
-One common issue when Koalas users face is the slow performance by default
index. Koalas attaches
-a default index when the index is unknown, for example, Spark DataFrame is
directly converted to Koalas DataFrame.
+One common issue when pandas APIs on Spark users face is the slow performance
by default index. Pandas APIs on Spark attaches
+a default index when the index is unknown, for example, Spark DataFrame is
directly converted to pandas APIs on Spark DataFrame.
Review comment:
ditto
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