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 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org