Yikun commented on code in PR #36749: URL: https://github.com/apache/spark/pull/36749#discussion_r887764899
########## python/docs/source/user_guide/pandas_on_spark/supported_pandas_api.rst: ########## @@ -17,34 +17,32 @@ ===================== -Supported pandas APIs +Supported pandas API ===================== .. currentmodule:: pyspark.pandas The following table shows the pandas APIs that implemented or non-implemented from pandas API on -Spark. +Spark. Some pandas API do not implement full parameters, so the third column shows missing +parameters for each API. -Some pandas APIs do not implement full parameters, so the third column shows missing parameters for -each API. +* 'Y' in the second column means it's implemented including its whole parameter. +* 'N' means it's not implemented yet. +* 'P' means it's partially implemented with the missing of some parameters. -'Y' in the second column means it's implemented including its whole parameter. -'N' means it's not implemented yet. -'P' means it's partially implemented with the missing of some parameters. +All API in the list below computes the data with distributed execution except the ones that require +the local execution by design. For example, `DataFrame.to_numpy() <https://spark.apache.org/docs/ +latest/api/python/reference/pyspark.pandas/api/pyspark.pandas.DataFrame.to_numpy.html>`__ +requires to collect the data to the driver side. If there is non-implemented pandas API or parameter you want, you can create an `Apache Spark -JIRA <https://issues.apache.org/jira/projects/SPARK/summary>`__ to request or to contribute by your -own. +JIRA <https://issues.apache.org/jira/projects/SPARK/summary>`__ to request or to contribute by +your own. -The API list is updated based on the `pandas 1.3 official API -reference <https://pandas.pydata.org/pandas-docs/version/1.3/reference/index.html>`__. +The API list is updated based on the `latest pandas official API reference +<https://pandas.pydata.org/docs/reference/index.html#>`__. Review Comment: I think we should also keep 1.3 here, and then dynamically generate this verison in followup release. By the way, we had some discussion about this version before: https://github.com/apache/spark/pull/36095#discussion_r844611610 https://github.com/apache/spark/pull/36114#discussion_r845778366 -- 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. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
