/** * 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.cf.taste.impl.neighborhood; import org.apache.mahout.cf.taste.common.Refreshable; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.impl.similarity.AbstractItemSimilarity; import org.apache.mahout.cf.taste.model.DataModel; import org.apache.mahout.cf.taste.similarity.PreferenceInferrer; import org.apache.mahout.cf.taste.similarity.UserSimilarity; import java.util.Collection; final class DummySimilarity extends AbstractItemSimilarity implements UserSimilarity { DummySimilarity(DataModel dataModel) { super(dataModel); } @Override public double userSimilarity(long userID1, long userID2) throws TasteException { DataModel dataModel = getDataModel(); return 1.0 / (1.0 + Math.abs(dataModel.getPreferencesFromUser(userID1).get(0).getValue() - dataModel.getPreferencesFromUser(userID2).get(0).getValue())); } @Override public double itemSimilarity(long itemID1, long itemID2) { // Make up something wacky return 1.0 / (1.0 + Math.abs(itemID1 - itemID2)); } @Override public double[] itemSimilarities(long itemID1, long[] itemID2s) { int length = itemID2s.length; double[] result = new double[length]; for (int i = 0; i < length; i++) { result[i] = itemSimilarity(itemID1, itemID2s[i]); } return result; } @Override public void setPreferenceInferrer(PreferenceInferrer inferrer) { throw new UnsupportedOperationException(); } @Override public void refresh(Collection<Refreshable> alreadyRefreshed) { // do nothing } }