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https://issues.apache.org/jira/browse/FLINK-3783?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15249721#comment-15249721
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ASF GitHub Bot commented on FLINK-3783:
---------------------------------------

Github user gallenvara commented on the pull request:

    https://github.com/apache/flink/pull/1909#issuecomment-212397350
  
    @gaoyike A-ES algorithm is a weighted random sampling method with 
reservoir. It can create a sampler with defined size. And the probability of 
element distribution is the same as expected.


> Support weighted random sampling with reservoir
> -----------------------------------------------
>
>                 Key: FLINK-3783
>                 URL: https://issues.apache.org/jira/browse/FLINK-3783
>             Project: Flink
>          Issue Type: Improvement
>          Components: Core
>            Reporter: GaoLun
>            Assignee: GaoLun
>            Priority: Minor
>
> In default random sampling, all items have the same probability to be 
> selected. But in weighted random sampling, the probability of each item to be 
> selected is determined by its weight with respect to the weights of the other 
> items.



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