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https://issues.apache.org/jira/browse/HADOOP-1230?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12616604#action_12616604
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Doug Cutting commented on HADOOP-1230:
--------------------------------------

> interfaces lead to more testable designs

Perhaps, but a well-designed abstract class should be just as testable.

The bottom line is that, if we're serious about providing 
backwards-compatiblity to our users, and we expect our APIs to evolve, then we 
should not use interfaces for anything with more than a single method, simple 
method.


> Replace parameters with context objects in Mapper, Reducer, Partitioner, 
> InputFormat, and OutputFormat classes
> --------------------------------------------------------------------------------------------------------------
>
>                 Key: HADOOP-1230
>                 URL: https://issues.apache.org/jira/browse/HADOOP-1230
>             Project: Hadoop Core
>          Issue Type: Improvement
>          Components: mapred
>            Reporter: Owen O'Malley
>            Assignee: Owen O'Malley
>         Attachments: context-objs-2.patch, context-objs-3.patch, 
> context-objs.patch
>
>
> This is a big change, but it will future-proof our API's. To maintain 
> backwards compatibility, I'd suggest that we move over to a new package name 
> (org.apache.hadoop.mapreduce) and deprecate the old interfaces and package. 
> Basically, it will replace:
> package org.apache.hadoop.mapred;
> public interface Mapper extends JobConfigurable, Closeable {
>   void map(WritableComparable key, Writable value, OutputCollector output, 
> Reporter reporter) throws IOException;
> }
> with:
> package org.apache.hadoop.mapreduce;
> public interface Mapper extends Closable {
>   void map(MapContext context) throws IOException;
> }
> where MapContext has the methods like getKey(), getValue(), collect(Key, 
> Value), progress(), etc.

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