/* * INESC-ID, Instituto de Engenharia de Sistemas e Computadores Investigação e Desevolvimento em Lisboa * Copyright 2013 INESC-ID and/or its affiliates and other * contributors as indicated by the @author tags. All rights reserved. * See the copyright.txt in the distribution for a full listing of * individual contributors. * * This is free software; you can redistribute it and/or modify it * under the terms of the GNU Lesser General Public License as * published by the Free Software Foundation; either version 3.0 of * the License, or (at your option) any later version. * * This software 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 * Lesser General Public License for more details. * * You should have received a copy of the GNU Lesser General Public * License along with this software; if not, write to the Free * Software Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA * 02110-1301 USA, or see the FSF site: http://www.fsf.org. */ package org.infinispan.dataplacement.c50.tree; import org.infinispan.dataplacement.c50.keyfeature.Feature; import org.infinispan.dataplacement.c50.keyfeature.FeatureValue; import org.infinispan.dataplacement.c50.tree.node.DecisionTreeNode; import org.infinispan.dataplacement.c50.tree.node.Type0Node; import org.infinispan.dataplacement.c50.tree.node.Type1Node; import org.infinispan.dataplacement.c50.tree.node.Type2Node; import org.infinispan.dataplacement.c50.tree.node.Type3Node; import java.util.Map; /** * Builds a queryable decision tree based on the parsed tree * * @author Pedro Ruivo * @since 5.2 */ public class DecisionTreeBuilder { /** * returns a queryable decision tree that represents the parsed tree * * @param root the root node * @param featureMap the feature map to translate the attributes names in Feature instances * @return the queryable decision tree */ public static DecisionTree build(ParseTreeNode root, Map<String, Feature> featureMap) { DecisionTreeNode node = parseNode(root, featureMap); return new DecisionTree(node); } private static DecisionTreeNode parseNode(ParseTreeNode node, Map<String, Feature> featureMap) { switch (node.getType()) { case 0: return parseType0Node(node); case 1: return parseType1Node(node, featureMap); case 2: return parseType2Node(node, featureMap); case 3: return parseType3Node(node, featureMap); default: throw new IllegalArgumentException("Unkown parsed node type"); } } private static DecisionTreeNode parseType0Node(ParseTreeNode node) { return new Type0Node(getValue(node)); } private static DecisionTreeNode parseType1Node(ParseTreeNode node, Map<String, Feature> featureMap) { return new Type1Node(getValue(node), getFeature(node, featureMap), getForks(node, featureMap)); } private static DecisionTreeNode parseType2Node(ParseTreeNode node, Map<String, Feature> featureMap) { Feature feature = getFeature(node, featureMap); return new Type2Node(getValue(node), feature, getForks(node, featureMap), getCut(node, feature)); } private static DecisionTreeNode parseType3Node(ParseTreeNode node, Map<String, Feature> featureMap) { return new Type3Node(getValue(node), getFeature(node, featureMap), getForks(node, featureMap), node.getElts()); } private static int getValue(ParseTreeNode node) { return Integer.parseInt(node.getClazz()); } private static Feature getFeature(ParseTreeNode node, Map<String, Feature> featureMap) { Feature feature = featureMap.get(node.getAttribute()); if (feature == null) { throw new IllegalStateException("Unknown attribute " + node.getAttribute()); } return feature; } /* Decision tree nodes. Each type node has it own find rules and each node has it own attribute (except the leaf node) */ private static DecisionTreeNode[] getForks(ParseTreeNode node, Map<String, Feature> featureMap) { DecisionTreeNode[] forks = new DecisionTreeNode[node.getNumberOfForks()]; ParseTreeNode[] parseForks = node.getForks(); for (int i = 0; i < forks.length; ++i) { forks[i] = parseNode(parseForks[i], featureMap); } return forks; } private static FeatureValue getCut(ParseTreeNode node, Feature feature) { String cut = node.getCut(); return feature.featureValueFromParser(cut); } }