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From "Dmitriy V. Ryaboy (Commented) (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (PIG-2359) Support more efficient Tuples when schemas are known
Date Mon, 05 Dec 2011 01:15:40 GMT

    [ https://issues.apache.org/jira/browse/PIG-2359?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13162547#comment-13162547
] 

Dmitriy V. Ryaboy commented on PIG-2359:
----------------------------------------

Very rough (read: invalid, probably) speed test: modified SUM / LongSum to use a PLongTuple,
and ran this code on excite.log from the tutorial:

{code}
l = load 'tutorial/data/excite-big.log' as (id:chararray, val:long, query:chararray);
x = foreach (group l all) generate SUM(l.val);

store x into '/tmp/foo';
{code}

Before optimization:
{code}

real	0m14.785s
user	0m22.516s
sys	0m1.203s

real	0m15.323s
user	0m22.605s
sys	0m1.182s

real	0m14.841s
user	0m22.600s
sys	0m1.176s
{code}

after:
{code}
real	0m14.347s
user	0m20.442s
sys	0m1.095s

real	0m14.344s
user	0m20.241s
sys	0m1.064s

real	0m14.577s
user	0m20.671s
sys	0m1.087s
{code}
                
> Support more efficient Tuples when schemas are known
> ----------------------------------------------------
>
>                 Key: PIG-2359
>                 URL: https://issues.apache.org/jira/browse/PIG-2359
>             Project: Pig
>          Issue Type: New Feature
>            Reporter: Dmitriy V. Ryaboy
>            Assignee: Dmitriy V. Ryaboy
>         Attachments: PIG-2359.1.patch, PIG-2359.2.patch
>
>
> Pig Tuples have significant overhead due to the fact that all the fields are Objects.
> When a Tuple only contains primitive fields (ints, longs, etc), it's possible to avoid
this overhead, which would result in significant memory savings.

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