org.openimaj.ml.sketch.bloom.Bloom Maven / Gradle / Ivy
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The twitter project contains tools with which to read
JSON data from the twitter API and process the data.
/**
* Copyright (c) 2012, The University of Southampton and the individual contributors.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the University of Southampton nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.openimaj.ml.sketch.bloom;
import gnu.trove.map.hash.TIntIntHashMap;
import org.openimaj.ml.sketch.SummarySketcher;
import org.openimaj.util.hash.StringMurmurHashFunction;
import org.openimaj.util.hash.StringMurmurHashFunctionFactory;
/**
* The bloom sketch as described by
* http://lkozma.net/blog/sketching-data-structures/
*
* @author Sina Samangooei ([email protected])
*
*/
public class Bloom implements SummarySketcher {
private StringMurmurHashFunction[] maps;
private TIntIntHashMap table;
private int nwords;
/**
* @param ntables
* the number of hash functions
* @param nwords
* the range of the hash functions
*/
public Bloom(int ntables, int nwords) {
maps = new StringMurmurHashFunction[ntables];
final StringMurmurHashFunctionFactory fact = new StringMurmurHashFunctionFactory();
for (int i = 0; i < maps.length; i++) {
maps[i] = fact.create();
}
this.nwords = nwords;
this.table = new TIntIntHashMap(nwords);
}
@Override
public void update(String data, Boolean value) {
for (final StringMurmurHashFunction map : maps) {
final int hash = map.computeHashCode(data);
final int loc = Math.abs(hash) % this.nwords;
this.table.put(loc, 1);
}
}
@Override
public Boolean query(String data) {
boolean found = false;
for (final StringMurmurHashFunction map : maps) {
final int hash = map.computeHashCode(data);
final int loc = Math.abs(hash) % this.nwords;
found = this.table.get(loc) == 1;
if (found)
return found;
}
return found;
}
}