/*
* 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.clustering.recommender;
import io.seldon.api.Constants;
import io.seldon.api.Util;
import io.seldon.db.jdo.ClientPersistable;
import io.seldon.general.ItemPeer;
import io.seldon.memcache.MemCacheKeys;
import io.seldon.memcache.MemCachePeer;
import org.apache.log4j.Logger;
/**
* @author firemanphil
* Date: 10/12/14
* Time: 17:06
*/
public abstract class BaseItemCategoryRecommender extends BaseClusterCountsRecommender {
private static final String CATEGORY_DIM_OPT_NAME = "io.seldon.algorithm.clusters.categorydimensionname";
private static Logger logger = Logger.getLogger(BaseItemCategoryRecommender.class.getName());
protected Integer getDimensionForAttrName(Long itemId, String client, RecommendationContext ctxt)
{
if (itemId != null)
{
RecommendationContext.OptionsHolder opts = ctxt.getOptsHolder();
ClientPersistable cp = new ClientPersistable(client);
String attrName = opts.getStringOption(CATEGORY_DIM_OPT_NAME);
String key = MemCacheKeys.getDimensionForAttrName(client, itemId, attrName);
Integer dimId = (Integer) MemCachePeer.get(key);
if (dimId == null)
{
ItemPeer iPeer = Util.getItemPeer(cp.getPM());
dimId = iPeer.getDimensionForAttrName(itemId, attrName);
if (dimId != null)
{
MemCachePeer.put(key, dimId, Constants.CACHING_TIME);
logger.info("Get dim for item "+itemId+" for attrName "+attrName+" and got "+dimId);
}
else
logger.info("Got null for dim for item "+itemId+" for attrName "+attrName);
}
return dimId;
}
else
return null;
}
}