/* * 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.AttributeRole; import com.rapidminer.example.ExampleSet; 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; /** * This operator changes the attribute roles of two input attributes. This could for * example be useful to exchange the roles of a label with a regular attribute (and * vice versa), or a label with a batch attribute, a label with a cluster etc. * * @author Ingo Mierswa * @version $Id: ExchangeAttributeRoles.java,v 1.3 2008/07/07 07:06:40 ingomierswa Exp $ */ public class ExchangeAttributeRoles extends Operator { public static final String PARAMETER_FIRST_ATTRIBUTE = "first_attribute"; public static final String PARAMETER_SECOND_ATTRIBUTE = "second_attribute"; public ExchangeAttributeRoles(OperatorDescription description) { super(description); } public IOObject[] apply() throws OperatorException { ExampleSet exampleSet = getInput(ExampleSet.class); String firstName = getParameterAsString(PARAMETER_FIRST_ATTRIBUTE); String secondName = getParameterAsString(PARAMETER_SECOND_ATTRIBUTE); AttributeRole firstRole = exampleSet.getAttributes().getRole(firstName); AttributeRole secondRole = exampleSet.getAttributes().getRole(secondName); if (firstRole == null) throw new UserError(this, 111, firstName); if (secondRole == null) throw new UserError(this, 111, secondName); String dummyRoleName = secondRole.getSpecialName(); secondRole.setSpecial(firstRole.getSpecialName()); exampleSet.getAttributes().setSpecialAttribute(secondRole.getAttribute(), secondRole.getSpecialName()); firstRole.setSpecial(dummyRoleName); exampleSet.getAttributes().setSpecialAttribute(firstRole.getAttribute(), firstRole.getSpecialName()); 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_FIRST_ATTRIBUTE, "The name of the first attribute for the attribute role exchange.", false)); types.add(new ParameterTypeString(PARAMETER_SECOND_ATTRIBUTE, "The name of the first attribute for the attribute role exchange.", false)); return types; } }