hivemall.ftvec.ranking.PerEventPositiveOnlyFeedback Maven / Gradle / Ivy
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/*
* 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.lists.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();
}
}
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