/** * 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.example.kddcup.track1; import java.util.concurrent.Callable; import java.util.concurrent.atomic.AtomicInteger; import org.apache.mahout.cf.taste.common.NoSuchItemException; import org.apache.mahout.cf.taste.common.TasteException; import org.apache.mahout.cf.taste.model.PreferenceArray; import org.apache.mahout.cf.taste.recommender.Recommender; import org.slf4j.Logger; import org.slf4j.LoggerFactory; final class Track1Callable implements Callable<byte[]> { private static final Logger log = LoggerFactory.getLogger(Track1Callable.class); private static final AtomicInteger COUNT = new AtomicInteger(); private final Recommender recommender; private final PreferenceArray userTest; Track1Callable(Recommender recommender, PreferenceArray userTest) { this.recommender = recommender; this.userTest = userTest; } @Override public byte[] call() throws TasteException { long userID = userTest.get(0).getUserID(); byte[] result = new byte[userTest.length()]; for (int i = 0; i < userTest.length(); i++) { long itemID = userTest.getItemID(i); double estimate; try { estimate = recommender.estimatePreference(userID, itemID); } catch (NoSuchItemException nsie) { // OK in the sample data provided before the contest, should never happen otherwise log.warn("Unknown item {}; OK unless this is the real contest data", itemID); continue; } result[i] = EstimateConverter.convert(estimate, userID, itemID); } if (COUNT.incrementAndGet() % 10000 == 0) { log.info("Completed {} users", COUNT.get()); } return result; } }