/** * 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.recommender; import java.util.Arrays; import java.util.List; import com.google.common.collect.Lists; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.impl.TasteTestCase; import org.apache.mahout.cf.taste.impl.common.FastIDSet; import org.apache.mahout.cf.taste.impl.model.GenericItemPreferenceArray; import org.apache.mahout.cf.taste.impl.model.GenericPreference; import org.apache.mahout.cf.taste.impl.model.GenericUserPreferenceArray; import org.apache.mahout.cf.taste.model.DataModel; import org.apache.mahout.cf.taste.model.Preference; import org.apache.mahout.cf.taste.model.PreferenceArray; import org.apache.mahout.cf.taste.recommender.CandidateItemsStrategy; import org.easymock.EasyMock; import org.junit.Test; /** * Tests {@link PreferredItemsNeighborhoodCandidateItemsStrategy} */ public final class PreferredItemsNeighborhoodCandidateItemsStrategyTest extends TasteTestCase { @Test public void testStrategy() throws TasteException { FastIDSet itemIDsFromUser123 = new FastIDSet(); itemIDsFromUser123.add(1L); FastIDSet itemIDsFromUser456 = new FastIDSet(); itemIDsFromUser456.add(1L); itemIDsFromUser456.add(2L); List<Preference> prefs = Lists.newArrayList(); prefs.add(new GenericPreference(123L, 1L, 1.0f)); prefs.add(new GenericPreference(456L, 1L, 1.0f)); PreferenceArray preferencesForItem1 = new GenericItemPreferenceArray(prefs); DataModel dataModel = EasyMock.createMock(DataModel.class); EasyMock.expect(dataModel.getPreferencesForItem(1L)).andReturn(preferencesForItem1); EasyMock.expect(dataModel.getItemIDsFromUser(123L)).andReturn(itemIDsFromUser123); EasyMock.expect(dataModel.getItemIDsFromUser(456L)).andReturn(itemIDsFromUser456); PreferenceArray prefArrayOfUser123 = new GenericUserPreferenceArray(Arrays.asList(new GenericPreference(123L, 1L, 1.0f))); CandidateItemsStrategy strategy = new PreferredItemsNeighborhoodCandidateItemsStrategy(); EasyMock.replay(dataModel); FastIDSet candidateItems = strategy.getCandidateItems(123L, prefArrayOfUser123, dataModel); assertEquals(1, candidateItems.size()); assertTrue(candidateItems.contains(2L)); EasyMock.verify(dataModel); } }