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From "Vladimir Ozerov (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (IGNITE-7526) SQL: Introduce memory region for reducer merge results with disk offload
Date Wed, 28 Mar 2018 08:26:00 GMT

    [ https://issues.apache.org/jira/browse/IGNITE-7526?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16417029#comment-16417029
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Vladimir Ozerov commented on IGNITE-7526:
-----------------------------------------

[~dmagda], yes, optimization will be applied to sever nodes as well.

> SQL: Introduce memory region for reducer merge results with disk offload
> ------------------------------------------------------------------------
>
>                 Key: IGNITE-7526
>                 URL: https://issues.apache.org/jira/browse/IGNITE-7526
>             Project: Ignite
>          Issue Type: Task
>          Components: sql
>            Reporter: Vladimir Ozerov
>            Priority: Major
>
> Currently all results received from map nodes are stored inside reducer's heap memory.
What is worse, in case of complex queries, such as having sorts or groupings, need to collect
all results from mappers first before final processing could be applied. In case of big results
set (or intermediate results) this could easily lead to OOME on reducer. 
> To mitigate this we should introduce special memory area where intermediate results could
be stored. All final processing should be stored in the same area as well. This area should
be of limited size and should be able to offload results to disk in case of overflow.
> We could start with our B+Tree and free list and store results in some K-V form. 



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