edu.txstate.dmlab.clusteringwiki.cluster.ClusterDocumentComparisonTest.java Source code

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Here is the source code for edu.txstate.dmlab.clusteringwiki.cluster.ClusterDocumentComparisonTest.java

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package edu.txstate.dmlab.clusteringwiki.cluster;

/**
 *  ClusteringWiki - personalized and collaborative clustering of search results
 *  Copyright (C) 2010  Texas State University-San Marcos
 *  
 *  Contact: http://dmlab.cs.txstate.edu
 * 
 *  This program is free software: you can redistribute it and/or modify
 *  it under the terms of the GNU General Public License as published by
 *  the Free Software Foundation, either version 3 of the License, or
 *  (at your option) any later version.
 * 
 *  This program is distributed in the hope that it will be useful,
 *  but WITHOUT ANY WARRANTY; without even the implied warranty of
 *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *  GNU General Public License for more details.
 * 
 *  You should have received a copy of the GNU General Public License
 *  along with this program.  If not, see <http://www.gnu.org/licenses/>.
 */

import junit.framework.Assert;

import org.json.JSONObject;
import org.junit.Test;

import edu.txstate.dmlab.clusteringwiki.preprocess.CollectionContext;
import edu.txstate.dmlab.clusteringwiki.sources.AbsSearchResultCol;
import edu.txstate.dmlab.clusteringwiki.sources.ICWSearchResult;
import edu.txstate.dmlab.clusteringwiki.sources.ICWSearchResultCol;

public class ClusterDocumentComparisonTest {

    @Test
    public void testClusterDocSimilarityToItself() throws Exception {
        final CollectionContext ctx = getTestContext();

        final IClusterDocument d1 = new ClusterDocument(0, null, ctx);

        final IClusterDocument d2 = new ClusterDocument(1, null, ctx);

        String[] terms = new String[] { "hello", "world", "and", "some", "other", "terms", "in", "text" };
        int[] tc = new int[] { 2, 1, 1, 1, 2, 1, 1, 2 };

        for (int i = 0; i < terms.length; i++) {
            int index = ctx.getTermId(terms[i]);
            d1.add(index, tc[i], false);
            d2.add(index, tc[i], false);
        }
        d1.rebuildArrays();
        d2.rebuildArrays();

        double sim = d1.computeSimilarity(d2);

        Assert.assertEquals(sim, 1.0D);
    }

    @Test
    public void testSimDocsFromResults() throws Exception {
        final CollectionContext ctx = getTestContext();

        final IClusterDocument d1 = ctx.allDocs.get(1);

        final IClusterDocument d2 = ctx.allDocs.get(1);

        double sim = d1.computeSimilarity(d2);

        Assert.assertEquals(sim, 1.0D);
    }

    @Test
    public void testNotSimDocsFromResults() throws Exception {
        final CollectionContext ctx = getTestContext();

        final IClusterDocument d1 = ctx.allDocs.get(1);

        final IClusterDocument d2 = ctx.allDocs.get(2);

        double sim = d1.computeSimilarity(d2);

        Assert.assertNotSame(sim, 1.0D);
    }

    public static CollectionContext getTestContext() throws Exception {

        String doc = "{\"search\":{\"dataSourceKey\":\"yahoo\",\"dataSourceName\":\"Yahoo! Search API\",\"totalResults\":2147483647,\"returnedCount\":50,\"firstPosition\":1,\"errors\":[],\"results\":[{\"cacheSize\":28515,\"mimeType\":\"text/html\",\"title\":\"Test.com\",\"snippet\":\"Offers practice online tests for many career fields and entrance exams.\",\"url\":\"http://www.test.com/\",\"clickUrl\":\"http://www.test.com/\",\"modificationDate\":1266912000,\"cacheUrl\":\"http://uk.wrs.yahoo.com/_ylt=A0WTecqNwJxMuigB5mTdmMwF;_ylu=X3oDMTBwZTdwbWtkBGNvbG8DZQRwb3MDMQRzZWMDc3IEdnRpZAM-/SIG=179lhmscq/EXP=1285427725/**http%3A//74.6.239.67/search/cache%3Fei=UTF-8%26results=50%26start=1%26query=test%26appid=intiMG_V34EtKg7xfn_t.Qgw.lc9CTppbVX9b.gynhoT8kuuTfFBn60XadoNQ7XDv_dVK42c%26u=www.test.com/%26d=Zc1AOu_ZVhuY%26icp=1%26.intl=us\"},{\"cacheSize\":28967,\"mimeType\":\"text/html\",\"title\":\"Test - Wikipedia, the free encyclopedia\",\"snippet\":\"For testing page editing on Wikipedia, please go to Wikipedia:Sandbox, which was created specifically for this purpose. See also: Test Wikipedia. ...\",\"url\":\"http://en.wikipedia.org/wiki/Test\",\"clickUrl\":\"http://en.wikipedia.org/wiki/Test\",\"modificationDate\":1283842800,\"cacheUrl\":\"http://uk.wrs.yahoo.com/_ylt=A0WTecqNwJxMuigB6WTdmMwF;_ylu=X3oDMTBwbGppbHRwBGNvbG8DZQRwb3MDMgRzZWMDc3IEdnRpZAM-/SIG=17ntal4ka/EXP=1285427725/**http%3A//66.218.69.11/search/cache%3Fei=UTF-8%26results=50%26start=1%26query=test%26appid=intiMG_V34EtKg7xfn_t.Qgw.lc9CTppbVX9b.gynhoT8kuuTfFBn60XadoNQ7XDv_dVK42c%26u=en.wikipedia.org/wiki/Test%26d=RCmRpe_ZVeqZ%26icp=1%26.intl=us\"},{\"cacheSize\":68532,\"mimeType\":\"text/html\",\"title\":\"Test | Define Test at Dictionary.com\",\"snippet\":\"Test definition, the means by which the presence, quality, or genuineness of anything is determined; a means of trial. 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        JSONObject res = new JSONObject(doc);

        ICWSearchResultCol col = new AbsSearchResultCol(res);
        col.setDataSourceInfo("test", "Test");
        col.setFirstPosition(1);

        return new CollectionContext(col,
                new ICWSearchResult.FIELDS[] { ICWSearchResult.FIELDS.TITLE, ICWSearchResult.FIELDS.SNIPPET },
                "test query");
    }
}