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https://issues.apache.org/jira/browse/HADOOP-2429?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12645404#action_12645404
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Owen O'Malley commented on HADOOP-2429:
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The API in C++ is completely byte-based. It uses std::string, but treats them
as raw byte containers. (The C++ interface for map/reduce does not use JNI. It
uses an external process that communicates via a socket.)
> The lowest level map-reduce APIs should be byte oriented
> --------------------------------------------------------
>
> Key: HADOOP-2429
> URL: https://issues.apache.org/jira/browse/HADOOP-2429
> Project: Hadoop Core
> Issue Type: Improvement
> Components: mapred
> Reporter: eric baldeschwieler
>
> As discussed here:
> https://issues.apache.org/jira/browse/HADOOP-1986#action_12551237
> The templates, serializers and other complexities that allow map-reduce to
> use arbitrary types complicate the design and lead to lots of object creates
> and other overhead that a byte oriented design would not suffer. I believe
> the lowest level implementation of hadoop map-reduce should have byte string
> oriented APIs (for keys and values). This API would be more performant,
> simpler and more easily cross language.
> The existing API could be maintained as a thin layer on top of the leaner API.
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