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https://issues.apache.org/jira/browse/MAHOUT-763?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13066259#comment-13066259
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Hudson commented on MAHOUT-763:
-------------------------------

Integrated in Mahout-Quality #943 (See 
[https://builds.apache.org/job/Mahout-Quality/943/])
    MAHOUT-763: add alternative output mapping
MAHOUT-763: add map-side distance calculation
MAHOUT-763: hook into bin/mahout

gsingers : 
http://svn.apache.org/viewcvs.cgi/?root=Apache-SVN&view=rev&rev=1147318
Files : 
* 
/mahout/trunk/core/src/test/java/org/apache/mahout/math/hadoop/similarity/TestVectorDistanceSimilarityJob.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/SeedVectorUtil.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/VectorDistanceSimilarityJob.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/VectorDistanceInvertedMapper.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/VectorDistanceMapper.java

gsingers : 
http://svn.apache.org/viewcvs.cgi/?root=Apache-SVN&view=rev&rev=1147257
Files : 
* 
/mahout/trunk/core/src/test/java/org/apache/mahout/math/hadoop/similarity/TestVectorDistanceSimilarityJob.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/VectorDistanceSimilarityJob.java
* 
/mahout/trunk/core/src/main/java/org/apache/mahout/math/hadoop/similarity/VectorDistanceMapper.java

gsingers : 
http://svn.apache.org/viewcvs.cgi/?root=Apache-SVN&view=rev&rev=1147102
Files : 
* /mahout/trunk/src/conf/driver.classes.props


> Map-Side Distance Comparison
> ----------------------------
>
>                 Key: MAHOUT-763
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-763
>             Project: Mahout
>          Issue Type: New Feature
>            Reporter: Grant Ingersoll
>            Assignee: Grant Ingersoll
>            Priority: Minor
>             Fix For: 0.6
>
>         Attachments: MAHOUT-763.patch, MAHOUT-763.patch, MAHOUT-763.patch, 
> MAHOUT-763.patch
>
>
> KMeans currently on the map-side calculates the distance between a set of 
> seeds and all other vectors.  It would be handy to have a generalization of 
> this that, given a set of vectors that fits in memory (the seeds) and other 
> points, emit <seed id, other id, distance> according to the distance measure. 
>  This is similar to the RowSimilarityJob, but much simpler and not as general 
> purpose.

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