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https://issues.apache.org/jira/browse/PIG-2632?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13397076#comment-13397076
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Scott Carey commented on PIG-2632:
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Thanks, I can read the pdf fine.
Yeah, optimizing the serialization performance and size can be done in another
ticket. Refactoring that helps separate that from other concerns would help
people like myself contribute to that with minimal entanglement as well.
Code gen by itself is big enough for this ticket :)
> Create a SchemaTuple which generates efficient Tuples via code gen
> ------------------------------------------------------------------
>
> Key: PIG-2632
> URL: https://issues.apache.org/jira/browse/PIG-2632
> Project: Pig
> Issue Type: Improvement
> Reporter: Jonathan Coveney
> Assignee: Jonathan Coveney
> Fix For: 0.11
>
> Attachments: PIG-2632-0.patch, PIG-2632-1.patch, PIG-2632-3.patch,
> PIG-2632-4.patch, PIG-2632-5.patch, PIG-2632-6.patch, PIG-2632-7.patch,
> PIG-2632-8.patch, schematuple benchmarking.pdf, schematuple benchmarking.pptx
>
>
> This work builds on Dmitriy's PrimitiveTuple work. The idea is that, knowing
> the Schema on the frontend, we can code generate Tuples which can be used for
> fun and profit. In rudimentary tests, the memory efficiency is 2-4x better,
> and it's ~15% smaller serialized (heavily heavily depends on the data,
> though). Need to do get/set tests, but assuming that it's on par (or even
> faster) than Tuple, the memory gain is huge.
> Need to clean up the code and add tests.
> Right now, it generates a SchemaTuple for every inputSchema and outputSchema
> given to UDF's. The next step is to make a SchemaBag, where I think the
> serialization savings will be really huge.
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