/** * 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 java.util.Collection; import org.apache.mahout.cf.taste.common.Refreshable; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.impl.common.Cache; import org.apache.mahout.cf.taste.impl.common.RefreshHelper; import org.apache.mahout.cf.taste.impl.common.Retriever; import org.apache.mahout.cf.taste.model.DataModel; import org.apache.mahout.cf.taste.neighborhood.UserNeighborhood; import com.google.common.base.Preconditions; /** A caching wrapper around an underlying {@link UserNeighborhood} implementation. */ public final class CachingUserNeighborhood implements UserNeighborhood { private final UserNeighborhood neighborhood; private final Cache<Long,long[]> neighborhoodCache; public CachingUserNeighborhood(UserNeighborhood neighborhood, DataModel dataModel) throws TasteException { Preconditions.checkArgument(neighborhood != null, "neighborhood is null"); this.neighborhood = neighborhood; int maxCacheSize = dataModel.getNumUsers(); // just a dumb heuristic for sizing this.neighborhoodCache = new Cache<>(new NeighborhoodRetriever(neighborhood), maxCacheSize); } @Override public long[] getUserNeighborhood(long userID) throws TasteException { return neighborhoodCache.get(userID); } @Override public void refresh(Collection<Refreshable> alreadyRefreshed) { neighborhoodCache.clear(); Collection<Refreshable> refreshed = RefreshHelper.buildRefreshed(alreadyRefreshed); RefreshHelper.maybeRefresh(refreshed, neighborhood); } private static final class NeighborhoodRetriever implements Retriever<Long,long[]> { private final UserNeighborhood neighborhood; private NeighborhoodRetriever(UserNeighborhood neighborhood) { this.neighborhood = neighborhood; } @Override public long[] get(Long key) throws TasteException { return neighborhood.getUserNeighborhood(key); } } }