HyukjinKwon commented on a change in pull request #32835:
URL: https://github.com/apache/spark/pull/32835#discussion_r648799755
##########
File path: python/docs/source/user_guide/pandas_on_spark/transform_apply.rst
##########
@@ -85,8 +85,8 @@ then applies the given function with pandas DataFrame or
Series as input and out
...
>>> kdf.koalas.apply_batch(pandas_plus)
-The functions in both examples take a pandas DataFrame as a chunk of Koalas
DataFrame, and output a pandas DataFrame.
-Koalas combines the pandas DataFrames as a Koalas DataFrame.
+The functions in both examples take a pandas DataFrame as a chunk of pandas
APIs on Spark DataFrame, and output a pandas DataFrame.
+Pandas APIs on Spark combines the pandas DataFrames as a pandas APIs on Spark
DataFrame.
Review comment:
```suggestion
Pandas APIs on Spark combine the pandas DataFrames as a pandas APIs on Spark
DataFrame.
```
##########
File path: python/docs/source/user_guide/pandas_on_spark/transform_apply.rst
##########
@@ -85,8 +85,8 @@ then applies the given function with pandas DataFrame or
Series as input and out
...
>>> kdf.koalas.apply_batch(pandas_plus)
-The functions in both examples take a pandas DataFrame as a chunk of Koalas
DataFrame, and output a pandas DataFrame.
-Koalas combines the pandas DataFrames as a Koalas DataFrame.
+The functions in both examples take a pandas DataFrame as a chunk of pandas
APIs on Spark DataFrame, and output a pandas DataFrame.
+Pandas APIs on Spark combines the pandas DataFrames as a pandas APIs on Spark
DataFrame.
Review comment:
ditto for DataFrame.
##########
File path: python/docs/source/user_guide/pandas_on_spark/transform_apply.rst
##########
@@ -101,7 +101,7 @@ treated that it belongs to a new different DataFrame. See
also
:width: 650
In case of :func:`Series.koalas.transform_batch`, it is also similar with
:func:`DataFrame.koalas.transform_batch`; however, it takes
-a pandas Series as a chunk of Koalas Series.
+a pandas Series as a chunk of pandas APIs on Spark Series.
Review comment:
pandas-on-Spark Series
##########
File path: python/docs/source/user_guide/pandas_on_spark/transform_apply.rst
##########
@@ -111,7 +111,7 @@ a pandas Series as a chunk of Koalas Series.
...
>>> kdf.a.koalas.transform_batch(pandas_plus)
-Under the hood, each batch of Koalas Series is split to multiple pandas
Series, and each function computes on that as below:
+Under the hood, each batch of pandas APIs on Spark Series is split to multiple
pandas Series, and each function computes on that as below:
Review comment:
pandas-on-Spark Series
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