HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648795759
##########
File path: python/docs/source/user_guide/pandas_on_spark/pandas_pyspark.rst
##########
@@ -5,16 +5,16 @@ From/to pandas and PySpark DataFrames
.. currentmodule:: pyspark.pandas
Users from pandas and/or PySpark face API compatibility issue sometimes when
they
-work with Koalas. Since Koalas does not target 100% compatibility of both
pandas and
+work with pandas APIs on Spark. Since pandas APIs on Spark does not target
100% compatibility of both pandas and
PySpark, users need to do some workaround to port their pandas and/or PySpark
codes or
-get familiar with Koalas in this case. This page aims to describe it.
+get familiar with pandas APIs on Spark in this case. This page aims to
describe it.
pandas
------
pandas users can access to full pandas APIs by calling
:func:`DataFrame.to_pandas`.
-Koalas DataFrame and pandas DataFrame are similar. However, the former is
distributed
+Pandas APIs on Spark DataFrame and pandas DataFrame are similar. However, the
former is distributed
Review comment:
pandas-on-Spark DataFrame
##########
File path: python/docs/source/user_guide/pandas_on_spark/pandas_pyspark.rst
##########
@@ -39,7 +39,7 @@ as below:
[8],
[9]])
-pandas DataFrame can be a Koalas DataFrame easily as below:
+pandas DataFrame can be a pandas APIs on Spark DataFrame easily as below:
Review comment:
pandas-on-Spark DataFrame
##########
File path: python/docs/source/user_guide/pandas_on_spark/pandas_pyspark.rst
##########
@@ -56,15 +56,15 @@ pandas DataFrame can be a Koalas DataFrame easily as below:
8 8
9 9
-Note that converting Koalas DataFrame to pandas requires to collect all the
data into the client machine; therefore,
-if possible, it is recommended to use Koalas or PySpark APIs instead.
+Note that converting pandas APIs on Spark DataFrame to pandas requires to
collect all the data into the client machine; therefore,
Review comment:
pandas-on-Spark Dataframe
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