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https://issues.apache.org/jira/browse/SPARK-10915?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15583638#comment-15583638
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Davies Liu commented on SPARK-10915:
------------------------------------

Currently all the aggregate functions are implemented in Scala, which execute 
one row at a time. This will not work for Python UDAF, the overhead between JVM 
and Python process will make it super slow.

> Add support for UDAFs in Python
> -------------------------------
>
>                 Key: SPARK-10915
>                 URL: https://issues.apache.org/jira/browse/SPARK-10915
>             Project: Spark
>          Issue Type: Improvement
>          Components: PySpark, SQL
>            Reporter: Justin Uang
>
> This should support python defined lambdas.



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