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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.mahout.vectorizer.encoders;
import org.apache.mahout.math.MurmurHash;
/**
* Provides basic hashing semantics for encoders where the probe locations
* depend only on the name of the variable.
*/
public abstract class CachingValueEncoder extends FeatureVectorEncoder {
private int[] cachedProbes;
protected CachingValueEncoder(String name, int seed) {
super(name);
cacheProbeLocations(seed);
}
/**
* Sets the number of locations in the feature vector that a value should be in.
* This causes the cached probe locations to be recomputed.
*
* @param probes Number of locations to increment.
*/
@Override
public void setProbes(int probes) {
super.setProbes(probes);
cacheProbeLocations(getSeed());
}
protected abstract int getSeed();
private void cacheProbeLocations(int seed) {
cachedProbes = new int[getProbes()];
for (int i = 0; i < getProbes(); i++) {
// note that the modulo operation is deferred
cachedProbes[i] = (int) MurmurHash.hash64A(bytesForString(getName()), seed + i);
}
}
@Override
protected int hashForProbe(byte[] originalForm, int dataSize, String name, int probe) {
int h = cachedProbes[probe] % dataSize;
if (h < 0) {
h += dataSize;
}
return h;
}
}
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