/* * 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.operator.preprocessing.filter; import java.util.List; import com.rapidminer.example.Attribute; import com.rapidminer.example.Example; import com.rapidminer.example.ExampleSet; import com.rapidminer.example.table.AttributeFactory; import com.rapidminer.operator.IOObject; import com.rapidminer.operator.Operator; import com.rapidminer.operator.OperatorDescription; import com.rapidminer.operator.OperatorException; import com.rapidminer.operator.UserError; import com.rapidminer.parameter.ParameterType; import com.rapidminer.parameter.ParameterTypeString; /** * Adds a copy of a single attribute to the given example set. * * @author Ingo Mierswa * @version $Id: AttributeCopy.java,v 1.5 2008/07/07 07:06:40 ingomierswa Exp $ */ public class AttributeCopy extends Operator { /** The parameter name for "The name of the nominal attribute to which values should be added." */ public static final String PARAMETER_ATTRIBUTE_NAME = "attribute_name"; /** The parameter name for "The name of the new (copied) attribute. If this parameter is missing, simply the same name with an appended number is used." */ public static final String PARAMETER_NEW_NAME = "new_name"; public AttributeCopy(OperatorDescription description) { super(description); } public IOObject[] apply() throws OperatorException { ExampleSet exampleSet = getInput(ExampleSet.class); Attribute attribute = exampleSet.getAttributes().get(getParameterAsString(PARAMETER_ATTRIBUTE_NAME)); // some checks if (attribute == null) { throw new UserError(this, 111, getParameterAsString(PARAMETER_ATTRIBUTE_NAME)); } // copy attribute Attribute newAttribute = AttributeFactory.createAttribute(attribute); String newName = getParameterAsString(PARAMETER_NEW_NAME); if (newName != null) newAttribute.setName(AttributeFactory.createName(newName)); exampleSet.getExampleTable().addAttribute(newAttribute); exampleSet.getAttributes().addRegular(newAttribute); // copy data for (Example e : exampleSet) { e.setValue(newAttribute, e.getValue(attribute)); } return new IOObject[] { exampleSet }; } public Class<?>[] getInputClasses() { return new Class[] { ExampleSet.class }; } public Class<?>[] getOutputClasses() { return new Class[] { ExampleSet.class }; } public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeString(PARAMETER_ATTRIBUTE_NAME, "The name of the nominal attribute to which values should be added.", false)); types.add(new ParameterTypeString(PARAMETER_NEW_NAME, "The name of the new (copied) attribute. If this parameter is missing, simply the same name with an appended number is used.", true)); return types; } }