/**Copyright 2010 Research Studios Austria Forschungsgesellschaft mBH * * This file is part of easyrec. * * easyrec is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * easyrec is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with easyrec. If not, see <http://www.gnu.org/licenses/>. */ package org.easyrec.plugin.arm; import gnu.trove.map.hash.TObjectIntHashMap; import java.util.Collection; import java.util.List; import java.util.SortedSet; import org.easyrec.model.core.ItemAssocVO; import org.easyrec.model.core.ItemVO; import org.easyrec.plugin.arm.model.ARMConfiguration; import org.easyrec.plugin.arm.model.ARMConfigurationInt; import org.easyrec.plugin.arm.model.ARMStatistics; import org.easyrec.plugin.arm.model.TupleVO; /** * <DESCRIPTION> * <p/> * <p><b>Company: </b> * SAT, Research Studios Austria</p> * <p/> * <p><b>Copyright: </b> * (c) 2007</p> * <p/> * <p><b>last modified:</b><br/> * $Author: pmarschik $<br/> * $Date: 2011-02-11 11:04:49 +0100 (Fr, 11 Feb 2011) $<br/> * $Revision: 17656 $</p> * * @author Stephan Zavrel */ public interface AssocRuleMiningService { public static final String PARAM_SUPPORT_PRCT = "supportPrcnt"; public static final String PARAM_SUPPORT_ABS = "supportMinAbs"; public static final String PARAM_CONFIDENCE_PRCT = "confidencePrcnt"; public static final String PARAM_METRIC = "metricType"; public static final String PARAM_EXCL_SINGLE_ITEM_BASKETS = "excludeSingleItemBaskets"; // Added PH: dynamic L1 public static final String PARAM_MAX_SIZE_L1 = "maxSizeL1"; public static final String GENERATOR_ID = "ARM"; public static final String GENERATOR_VERSION = "0.95"; public void archive(Integer tenantId, Integer days) throws Exception; public Integer getNumberOfBaskets(ARMConfigurationInt configuration); public Integer getNumberOfProducts(ARMConfigurationInt configuration); public Integer getNumberOfActions(ARMConfigurationInt configuration); public TObjectIntHashMap<ItemVO<Integer, Integer>> defineL1(ARMConfigurationInt configuration); public List<TupleVO> defineL2(TObjectIntHashMap<ItemVO<Integer, Integer>> L1, TupleCounter tupleCounter, ARMConfigurationInt configuration, ARMStatistics stats); public List<ItemAssocVO<Integer,Integer>> createRules(List<TupleVO> tuples, TObjectIntHashMap<ItemVO<Integer, Integer>> L1, ARMConfigurationInt configuration, ARMStatistics stats, Double minConfidence); public Collection<SortedSet<ItemAssocVO<Integer,Integer>>> createBestRules(List<TupleVO> tuples, TObjectIntHashMap<ItemVO<Integer, Integer>> L1, ARMConfigurationInt configuration, ARMStatistics stats, Double minConfidence); public void removeOldRules(ARMConfigurationInt configuration, ARMStatistics stats); public ARMConfigurationInt mapTypesToConfiguration(ARMConfiguration configuration) throws Exception; /** * Return true if ruleminer is running. * * @return */ public boolean isRunning(); /** * Return the integer id of the current running tenantid. * * @return */ public Integer getRunningTenantId(); }