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https://issues.apache.org/jira/browse/MAHOUT-1156?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Dan Filimon updated MAHOUT-1156:
--------------------------------

    Description: 
Adding the Searcher, UpdatableSearcher abstract classes defining what a 
nearest-neighbor searcher does.

The following implementations are available in the o.a.m.math.neighborhood 
package:
- BruteSearch
- ProjectionSearch
- FastProjectionSearch
- LocalitySensityHashSearch [oddly broken, not included here]

Additionally there are 2 new abstract classes available:
- Searcher
- UpdatableSearcher

This is part of https://issues.apache.org/jira/browse/MAHOUT-1154

There are no more test issues.

  was:
Adding the Searcher, UpdatableSearcher abstract classes defining what a 
nearest-neighbor searcher does.

The following implementations are available in the o.a.m.math.neighborhood 
package:
- BruteSearch
- ProjectionSearch
- FastProjectionSearch [BROKEN! this throws a ConcurrentModificationException 
because sometimes the collection being iterated through for search() is 
modified by calling reindex()! this needs more thought]
- LocalitySensityHashSearch

Additionally there are 2 new abstract classes available:
- Searcher
- UpdatableSearcher

This is part of https://issues.apache.org/jira/browse/MAHOUT-1154

There are no more test issues.

    
> Adding nearest neighbor Searchers
> ---------------------------------
>
>                 Key: MAHOUT-1156
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1156
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Clustering
>    Affects Versions: 0.8
>            Reporter: Dan Filimon
>         Attachments: MAHOUT_1156_with_test.patch
>
>
> Adding the Searcher, UpdatableSearcher abstract classes defining what a 
> nearest-neighbor searcher does.
> The following implementations are available in the o.a.m.math.neighborhood 
> package:
> - BruteSearch
> - ProjectionSearch
> - FastProjectionSearch
> - LocalitySensityHashSearch [oddly broken, not included here]
> Additionally there are 2 new abstract classes available:
> - Searcher
> - UpdatableSearcher
> This is part of https://issues.apache.org/jira/browse/MAHOUT-1154
> There are no more test issues.

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