/* * 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; } }