/*
* Seldon -- open source prediction engine
* =======================================
*
* Copyright 2011-2015 Seldon Technologies Ltd and Rummble Ltd (http://www.seldon.io/)
*
* ********************************************************************************************
*
* Licensed 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 io.seldon.recommendation.filters.base;
import io.seldon.api.Constants;
import io.seldon.api.caching.ActionHistoryProvider;
import io.seldon.clustering.recommender.RecommendationContext;
import io.seldon.recommendation.ItemFilter;
import java.util.Collections;
import java.util.List;
import org.apache.log4j.Logger;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
/**
* Filter to exclude items that the user has interacted with
* @author firemanphil
* Date: 05/12/14
* Time: 16:04
*/
@Component
public class RecentImpressionsFilter implements ItemFilter {
private static final String RECENT_ACTIONS_NUM = "io.seldon.algorithm.filter.recentactionstofilter";
private static Logger logger = Logger.getLogger(RecentImpressionsFilter.class.getName());
@Autowired
ActionHistoryProvider actionProvider;
@Override
public List<Long> produceExcludedItems(String client, Long user, String clientUserId, RecommendationContext.OptionsHolder optsHolder,
Long currentItem,String lastRecListUUID, int numRecommendations) {
if (user != Constants.ANONYMOUS_USER) // only can get recent actions for non anonymous user
{
// get recent actions for user
int recentActionsNum = optsHolder.getIntegerOption(RECENT_ACTIONS_NUM);
List<Long> recentActions = actionProvider.getRecentActions(client,user, recentActionsNum >0 ? recentActionsNum : numRecommendations);
if (logger.isDebugEnabled())
logger.debug("RecentActions for user with client "+client+" internal user id "+user+" num." + recentActions.size());
return recentActions;
}
return Collections.emptyList();
}
}