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Posted to dev@pig.apache.org by "Daniel Dai (JIRA)" <ji...@apache.org> on 2013/12/28 02:12:51 UTC

[jira] [Updated] (PIG-3634) Improve performance of order-by

     [ https://issues.apache.org/jira/browse/PIG-3634?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Daniel Dai updated PIG-3634:
----------------------------

    Attachment: PIG-3634-0.patch

Attach partial patch. Operators_4 is still failing, I will attach a new patch once fixed.

> Improve performance of order-by
> -------------------------------
>
>                 Key: PIG-3634
>                 URL: https://issues.apache.org/jira/browse/PIG-3634
>             Project: Pig
>          Issue Type: Sub-task
>          Components: tez
>            Reporter: Daniel Dai
>            Assignee: Daniel Dai
>             Fix For: tez-branch
>
>         Attachments: PIG-3634-0.patch
>
>
> This is a followup for PIG-3534. In PIG-3534, we use 5 vertexes (3 DAGs) to implement an order-by. We can optimize to use 4 vertexes in 1 DAG:
> vertex 1: close the current vertex, create input + samples input
> vertex 2: aggregate samples to create quantiles
> vertex 3: use quantiles to partition input
> vertex 4: sort input after partition
> The DAG is:
> {code}
> vertex 1   ------------------>  vertex 3 ------> vertex 4
>            \--> vertex 2 ---/
> {code}



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