/* * RapidMiner * * Copyright (C) 2001-2008 by Rapid-I and the contributors * * Complete list of developers available at our web site: * * http://rapid-i.com * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU Affero General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program 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 Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License * along with this program. If not, see http://www.gnu.org/licenses/. */ package com.rapidminer.generator; import java.util.ArrayList; import java.util.List; import com.rapidminer.example.Attribute; import com.rapidminer.example.ConstructionDescription; import com.rapidminer.example.ExampleSet; import com.rapidminer.example.table.AttributeFactory; import com.rapidminer.example.table.DataRow; import com.rapidminer.example.table.ExampleTable; import com.rapidminer.tools.Ontology; /** * Generates a constant attribute. The format is "const[value]()" for * the {@link com.rapidminer.operator.features.construction.FeatureGenerationOperator} * operator. * * @author Ingo Mierswa * @version $Id: ConstantGenerator.java,v 2.11 2006/03/27 13:21:58 ingomierswa * Exp $ */ public class ConstantGenerator extends FeatureGenerator { public static final String FUNCTION_NAME = "const"; private double constant = 1.0d; private String constantString = "1"; public ConstantGenerator() {} public ConstantGenerator(double constant) { this.constant = constant; this.constantString = constant + ""; } public void setArguments(Attribute[] args) { } public FeatureGenerator newInstance() { return new ConstantGenerator(); } public String getFunction() { return FUNCTION_NAME + "[" + constantString + "]"; } public void setFunction(String functionName) { int leftIndex = functionName.indexOf("["); int rightIndex = functionName.indexOf("]"); if ((leftIndex != -1) && (rightIndex != -1)) { this.constantString = functionName.substring(leftIndex + 1, rightIndex); this.constant = Double.parseDouble(constantString); } } public Attribute[] getInputAttributes() { return new Attribute[0]; } public Attribute[] getOutputAttributes(ExampleTable input) { Attribute ao = AttributeFactory.createAttribute(Ontology.NUMERICAL, Ontology.SINGLE_VALUE, getFunction(), new ConstructionDescription[0]); return new Attribute[] { ao }; } /** * Returns all compatible input attribute arrays for this generator from the * given example set as list. */ public List<Attribute[]> getInputCandidates(ExampleSet exampleSet, int maxDepth, String[] functions) { return new ArrayList<Attribute[]>(); } public void generate(DataRow data) throws GenerationException { try { if (resultAttributes[0] != null) data.set(resultAttributes[0], constant); } catch (ArrayIndexOutOfBoundsException ex) { throw new GenerationException("a:" + getArgument(0), ex); } } public String toString() { return getFunction(); } }