package ca.pfv.spmf.algorithms.frequentpatterns.zart; /* This file is copyright (c) 2008-2013 Philippe Fournier-Viger * * This file is part of the SPMF DATA MINING SOFTWARE * (http://www.philippe-fournier-viger.com/spmf). * * SPMF 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. * * SPMF 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 * SPMF. If not, see <http://www.gnu.org/licenses/>. */ import java.util.ArrayList; import java.util.HashMap; import java.util.List; import java.util.Map; import ca.pfv.spmf.patterns.itemset_array_integers_with_count.Itemset; /** * This class represents the TF table of frequent itemsets, used by the Zart algorithm. * * @see AlgoZart * @author Philippe Fournier-Viger */ public class TFTableFrequent { /** This store the frequent itemsets by size At position i, there are the list of frequent itemsets of size i */ public final List<List<Itemset>> levels = new ArrayList<List<Itemset>>(); // itemset class� par taille /** This map is the mapPredSupp used by Zart to store the support of a frequent itemset <br/> key: itemset value: support */ Map<Itemset, Integer> mapPredSupp = new HashMap<Itemset, Integer>(); /**this map indicate the key value for this itemset<br/> key: itemset value: key value */ Map<Itemset, Boolean> mapKey = new HashMap<Itemset, Boolean>(); /** indicate if the frequent itemsets are closed <br/> key: itemset value: is closed or not (true/false) **/ Map<Itemset, Boolean> mapClosed = new HashMap<Itemset, Boolean>(); /** indicate if the empty set is closed or not */ public boolean emptySetIsClosed = false; /** * Add a frequent itemsets to this structure. * @param itemset the itemset */ void addFrequentItemset(Itemset itemset){ // if there is no array list until the size of this itemset // then create them. while(levels.size() <= itemset.size()){ levels.add(new ArrayList<Itemset>()); } // add the itemset in the proper arraylist according to the size of the itemset levels.get(itemset.size()).add(itemset); } /** * Get the frequent itemsets of a given size i. * @param i the size i. * @return a list of itemsets */ public List<Itemset> getLevelForZart(int i){ // if this level does not exist if(i+1 == levels.size()){ // create it List<Itemset> newList = new ArrayList<Itemset>(); levels.add(newList); return newList; } // return the list of itemsets (empty or not) return levels.get(i+1); } }