/** * 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.similarity; import com.google.common.base.Preconditions; import org.apache.mahout.cf.taste.common.Refreshable; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.impl.common.FastIDSet; import org.apache.mahout.cf.taste.impl.common.LongPrimitiveIterator; import org.apache.mahout.cf.taste.impl.common.RefreshHelper; import org.apache.mahout.cf.taste.model.DataModel; import org.apache.mahout.cf.taste.similarity.ItemSimilarity; import java.util.Collection; public abstract class AbstractItemSimilarity implements ItemSimilarity { private final DataModel dataModel; private final RefreshHelper refreshHelper; protected AbstractItemSimilarity(DataModel dataModel) { Preconditions.checkArgument(dataModel != null, "dataModel is null"); this.dataModel = dataModel; this.refreshHelper = new RefreshHelper(null); refreshHelper.addDependency(this.dataModel); } protected DataModel getDataModel() { return dataModel; } @Override public long[] allSimilarItemIDs(long itemID) throws TasteException { FastIDSet allSimilarItemIDs = new FastIDSet(); LongPrimitiveIterator allItemIDs = dataModel.getItemIDs(); while (allItemIDs.hasNext()) { long possiblySimilarItemID = allItemIDs.nextLong(); if (!Double.isNaN(itemSimilarity(itemID, possiblySimilarItemID))) { allSimilarItemIDs.add(possiblySimilarItemID); } } return allSimilarItemIDs.toArray(); } @Override public void refresh(Collection<Refreshable> alreadyRefreshed) { refreshHelper.refresh(alreadyRefreshed); } }