/** * 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.web; import com.google.common.io.Files; import com.google.common.io.InputSupplier; import com.google.common.io.Resources; import org.apache.mahout.cf.taste.common.Refreshable; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.model.DataModel; import org.apache.mahout.cf.taste.recommender.IDRescorer; import org.apache.mahout.cf.taste.recommender.RecommendedItem; import org.apache.mahout.cf.taste.recommender.Recommender; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.File; import java.io.IOException; import java.io.InputStream; import java.net.URL; import java.util.Collection; import java.util.List; /** * Users of the packaging and deployment mechanism in this module need * to produce a {@link Recommender} implementation with a no-arg constructor, * which will internally build the desired {@link Recommender} and delegate * to it. This wrapper simplifies that process. Simply extend this class and * implement {@link #buildRecommender()}. */ public abstract class RecommenderWrapper implements Recommender { private static final Logger log = LoggerFactory.getLogger(RecommenderWrapper.class); private final Recommender delegate; protected RecommenderWrapper() throws TasteException, IOException { this.delegate = buildRecommender(); } /** * @return the {@link Recommender} which should be used to produce recommendations * by this wrapper implementation */ protected abstract Recommender buildRecommender() throws IOException, TasteException; @Override public List<RecommendedItem> recommend(long userID, int howMany) throws TasteException { return delegate.recommend(userID, howMany); } @Override public List<RecommendedItem> recommend(long userID, int howMany, IDRescorer rescorer) throws TasteException { return delegate.recommend(userID, howMany, rescorer); } @Override public float estimatePreference(long userID, long itemID) throws TasteException { return delegate.estimatePreference(userID, itemID); } @Override public void setPreference(long userID, long itemID, float value) throws TasteException { delegate.setPreference(userID, itemID, value); } @Override public void removePreference(long userID, long itemID) throws TasteException { delegate.removePreference(userID, itemID); } @Override public DataModel getDataModel() { return delegate.getDataModel(); } @Override public void refresh(Collection<Refreshable> alreadyRefreshed) { delegate.refresh(alreadyRefreshed); } /** * Reads the given resource into a temporary file. This is intended to be used * to read data files which are stored as a resource available on the classpath, * such as in a JAR file. However for convenience the resource name will also * be interpreted as a relative path to a local file, if no such resource is * found. This facilitates testing. * * @param resourceName name of resource in classpath, or relative path to file * @return temporary {@link File} with resource data * @throws IOException if an error occurs while reading or writing data */ public static File readResourceToTempFile(String resourceName) throws IOException { String absoluteResource = resourceName.startsWith("/") ? resourceName : '/' + resourceName; log.info("Loading resource {}", absoluteResource); InputSupplier<? extends InputStream> inSupplier; try { URL resourceURL = Resources.getResource(RecommenderWrapper.class, absoluteResource); inSupplier = Resources.newInputStreamSupplier(resourceURL); } catch (IllegalArgumentException iae) { File resourceFile = new File(resourceName); log.info("Falling back to load file {}", resourceFile.getAbsolutePath()); inSupplier = Files.newInputStreamSupplier(resourceFile); } File tempFile = File.createTempFile("taste", null); tempFile.deleteOnExit(); Files.copy(inSupplier, tempFile); return tempFile; } }