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Posted to issues@spark.apache.org by "Apache Spark (Jira)" <ji...@apache.org> on 2022/10/04 03:34:00 UTC

[jira] [Assigned] (SPARK-40645) Throw exception for Collect() and recommend to use toPandas()

     [ https://issues.apache.org/jira/browse/SPARK-40645?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-40645:
------------------------------------

    Assignee:     (was: Apache Spark)

> Throw exception for Collect() and recommend to use toPandas()
> -------------------------------------------------------------
>
>                 Key: SPARK-40645
>                 URL: https://issues.apache.org/jira/browse/SPARK-40645
>             Project: Spark
>          Issue Type: Sub-task
>          Components: Connect
>    Affects Versions: 3.4.0
>            Reporter: Rui Wang
>            Priority: Major
>
> Current connect `Collect()` return Pandas DataFrame, which does not match with PySpark DataFrame API: https://github.com/apache/spark/blob/ceb8527413288b4d5c54d3afd76d00c9e26817a1/python/pyspark/sql/connect/data_frame.py#L227.
> The underlying implementation has been generating Pandas DataFrame though. In this case, we can choose to use to `toPandas()` and throw exception for `Collect()`. 



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