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https://issues.apache.org/jira/browse/PIG-2632?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Jonathan Coveney updated PIG-2632:
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Attachment: PIG-2632-5.patch
Ok, nix the kvetching. With some relatively minor fixes I was able to get
support for grouping! Also, I had forgotten to roll back changes to
TestPigServer which I had made for personal testing.
One day the comparator could still be much faster, but this should be at least
as performant as the current implementation (probably moreso since
deserialization should be faster), and you get the memory gains.
> 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, 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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