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From "Ashutosh Chauhan (JIRA)" <j...@apache.org>
Subject [jira] Updated: (PIG-820) PERFORMANCE: The RandomSampleLoader should be changed to allow it subsume another loader
Date Tue, 23 Jun 2009 22:43:07 GMT

     [ https://issues.apache.org/jira/browse/PIG-820?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel

Ashutosh Chauhan updated PIG-820:

    Attachment: pig-820_v4.patch

> PERFORMANCE:  The RandomSampleLoader should be changed to allow it subsume another loader
> -----------------------------------------------------------------------------------------
>                 Key: PIG-820
>                 URL: https://issues.apache.org/jira/browse/PIG-820
>             Project: Pig
>          Issue Type: Improvement
>          Components: impl
>    Affects Versions: 0.3.0, 0.4.0
>            Reporter: Alan Gates
>            Assignee: Ashutosh Chauhan
>             Fix For: 0.4.0
>         Attachments: pig-820.patch, pig-820_v2.patch, pig-820_v3.patch, pig-820_v4.patch
> Currently a sampling job requires that data already be stored in BinaryStorage format,
since RandomSampleLoader extends BinaryStorage.  For order by this
> has mostly been acceptable, because users tend to use order by at the end of their script
where other MR jobs have already operated on the data and thus it
> is already being stored in BinaryStorage.  For pig scripts that just did an order by,
an entire MR job is required to read the data and write it out
> in BinaryStorage format.
> As we begin work on join algorithms that will require sampling, this requirement to read
the entire input and write it back out will not be acceptable.
> Join is often the first operation of a script, and thus is much more likely to trigger
this useless up front translation job.
> Instead RandomSampleLoader can be changed to subsume an existing loader, using the user
specified loader to read the tuples while handling the skipping
> between tuples itself.  This will require the subsumed loader to implement a Samplable
Interface, that will look something like:
> {code}
> public interface SamplableLoader extends LoadFunc {
>     /**
>      * Skip ahead in the input stream.
>      * @param n number of bytes to skip
>      * @return number of bytes actually skipped.  The return semantics are
>      * exactly the same as {@link java.io.InpuStream#skip(long)}
>      */
>     public long skip(long n) throws IOException;
>     /**
>      * Get the current position in the stream.
>      * @return position in the stream.
>      */
>     public long getPosition() throws IOException;
> }
> {code}
> The MRCompiler would then check if the loader being used to load data implemented the
SamplableLoader interface.  If so, rather than create an initial MR
> job to do the translation it would create the sampling job, having RandomSampleLoader
use the user specified loader.

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