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From "Andrew Sears (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HIVE-13985) ORC improvements for reducing the file system calls in task side
Date Tue, 19 Jul 2016 00:05:20 GMT

    [ https://issues.apache.org/jira/browse/HIVE-13985?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15383333#comment-15383333
] 

Andrew Sears commented on HIVE-13985:
-------------------------------------

Doc'd in the wiki!

> ORC improvements for reducing the file system calls in task side
> ----------------------------------------------------------------
>
>                 Key: HIVE-13985
>                 URL: https://issues.apache.org/jira/browse/HIVE-13985
>             Project: Hive
>          Issue Type: Bug
>          Components: ORC
>    Affects Versions: 1.3.0, 2.2.0
>            Reporter: Prasanth Jayachandran
>            Assignee: Prasanth Jayachandran
>              Labels: TODOC1.3, TODOC2.1.1, TODOC2.2
>             Fix For: 1.3.0, 2.2.0, 2.1.1
>
>         Attachments: HIVE-13985-branch-1.patch, HIVE-13985-branch-1.patch, HIVE-13985-branch-1.patch,
HIVE-13985-branch-1.patch, HIVE-13985-branch-2.1.patch, HIVE-13985.1.patch, HIVE-13985.2.patch,
HIVE-13985.3.patch, HIVE-13985.4.patch, HIVE-13985.5.patch, HIVE-13985.6.patch
>
>
> HIVE-13840 fixed some issues with addition file system invocations during split generation.
Similarly, this jira will fix issues with additional file system invocations on the task side.
To avoid reading footers on the task side, users can set hive.orc.splits.include.file.footer
to true which will serialize the orc footers on the splits. But this has issues with serializing
unwanted information like column statistics and other metadata which are not really required
for reading orc split on the task side. We can reduce the payload on the orc splits by serializing
only the minimum required information (stripe information, types, compression details). This
will decrease the payload on the orc splits and can potentially avoid OOMs in application
master (AM) during split generation. This jira also address other issues concerning the AM
cache. The local cache used by AM is soft reference cache. This can introduce unpredictability
across multiple runs of the same query. We can cache the serialized footer in the local cache
and also use strong reference cache which should avoid memory pressure and will have better
predictability.
> One other improvement that we can do is when hive.orc.splits.include.file.footer is set
to false, on the task side we make one additional file system call to know the size of the
file. If we can serialize the file length in the orc split this can be avoided.



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