Add Point Sampling to ClusterDumper
-----------------------------------

                 Key: MAHOUT-899
                 URL: https://issues.apache.org/jira/browse/MAHOUT-899
             Project: Mahout
          Issue Type: Improvement
          Components: Clustering, Integration
            Reporter: Grant Ingersoll
            Assignee: Grant Ingersoll
            Priority: Minor
             Fix For: 0.6


When running the cluster dumper, or outputting values to a file for display 
purposes, it is useful to not have to deal with all the points per cluster.  
This issue will add the ability to specify a maximum number of points to output 
per cluster in the cluster dumper.

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