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https://issues.apache.org/jira/browse/SPARK-4417?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Patrick Wendell resolved SPARK-4417.
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    Resolution: Won't Fix
      Assignee: Ilya Ganelin

[~ilganeli] ended up taking a crack a this, but we decided not to include the 
feature based on follow up discussion in the PR.

> New API: sample RDD to fixed number of items
> --------------------------------------------
>
>                 Key: SPARK-4417
>                 URL: https://issues.apache.org/jira/browse/SPARK-4417
>             Project: Spark
>          Issue Type: New Feature
>          Components: PySpark, Spark Core
>            Reporter: Davies Liu
>            Assignee: Ilya Ganelin
>
> Sometimes, we just want to a fixed number of items randomly selected from an 
> RDD, for example, before sort an RDD we need to gather a fixed number of keys 
> from each partitions.
> In order to do this, we need to two pass on the RDD, get the total number, 
> then calculate the right ratio for sampling. In fact, we could do this in one 
> pass.



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