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
            Priority: Minor


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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