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https://issues.apache.org/jira/browse/MAPREDUCE-326?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12833263#action_12833263
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Doug Cutting commented on MAPREDUCE-326:
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> If you are proposing that we make this the "real" interface, then I've 
> already expressed my -1.

To be clear, do you reject any plan to incorporate a new low-level, 
buffer-based MapReduce API that existing object-based MapReduce APIs would 
layer on top of?  The kernel would call only the new low-level API directly, 
and library code would use the low-level API to compatibly implement the 
existing API with no loss in performance.  And you would veto any such approach?

If that's right, can you please provide a more exhaustive rationale for your 
veto than, "users don't want to think in bytes".  Since the existing API would 
remain unchanged, user code would not need to be altered.  So I don't 
understand that rationale.  Thanks!


> The lowest level map-reduce APIs should be byte oriented
> --------------------------------------------------------
>
>                 Key: MAPREDUCE-326
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-326
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>            Reporter: eric baldeschwieler
>         Attachments: MAPREDUCE-326-api.patch, MAPREDUCE-326.pdf
>
>
> 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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