/* * 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 hivemall.ftvec.ranking; import hivemall.utils.collections.IntArrayList; import hivemall.utils.lang.ArrayUtils; import java.util.Random; import javax.annotation.Nonnull; public final class PerEventPositiveOnlyFeedback extends PositiveOnlyFeedback { @Nonnull private final IntArrayList users; @Nonnull private final IntArrayList posItems; public PerEventPositiveOnlyFeedback(int maxItemId) { super(maxItemId); this.users = new IntArrayList(1024); this.posItems = new IntArrayList(1024); this.totalFeedbacks = 0; } @Nonnull public int[] getRandomIndex(@Nonnull final Random rand) { final int[] index = new int[totalFeedbacks]; for (int i = 0; i < index.length; i++) { index[i] = i; } ArrayUtils.shuffle(index, rand); return index; } public int getUser(final int index) { return users.fastGet(index); } public int getPositiveItem(final int index) { return posItems.fastGet(index); } @Override public void addFeedback(int userId, @Nonnull final IntArrayList itemIds) { super.addFeedback(userId, itemIds); for (int i = 0, size = itemIds.size(); i < size; i++) { int posItem = itemIds.fastGet(i); users.add(userId); posItems.add(posItem); } } @Override public void removeFeedback(int userId) { throw new UnsupportedOperationException(); } }