/** * Copyright (C) 2001-2017 by RapidMiner and the contributors * * Complete list of developers available at our web site: * * http://rapidminer.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 com.rapidminer.example.Attribute; import com.rapidminer.example.table.AttributeFactory; import com.rapidminer.example.table.ExampleTable; import com.rapidminer.tools.LogService; import com.rapidminer.tools.Ontology; import java.util.logging.Level; /** * This class has two numerical input attributes and one output attribute. Depending on the mode * specified in the constructor the result will be the minimum or maximum of the input attributes. * * @author Ingo Mierswa */ public class MinMaxGenerator extends BinaryNumericalGenerator { public static final int MIN = 0; public static final int MAX = 1; private static final String[] FUNCTION_NAMES = { "min", "max" }; private int mode; public MinMaxGenerator(int mode) { this.mode = mode; } public MinMaxGenerator() {} @Override public Attribute[] getOutputAttributes(ExampleTable input) { Attribute a1 = getArgument(0); Attribute a2 = getArgument(1); Attribute ao = AttributeFactory.createAttribute(Ontology.NUMERICAL, Ontology.SINGLE_VALUE, getFunction() + "(" + a1.getConstruction() + "," + a2.getConstruction() + ")"); return new Attribute[] { ao }; } @Override public boolean isSelfApplicable() { return false; } @Override public boolean isCommutative() { return true; } @Override public FeatureGenerator newInstance() { return new MinMaxGenerator(mode); } @Override public double calculateValue(double value1, double value2) { double r = 0; switch (mode) { case MIN: r = Math.min(value1, value2); break; case MAX: r = Math.max(value1, value2); break; } return r; } @Override public void setFunction(String name) { for (int i = 0; i < FUNCTION_NAMES.length; i++) { if (FUNCTION_NAMES[i].equals(name)) { this.mode = i; return; } } // LogService.getGlobal().log("Illegal function name '" + name + "' for " + // getClass().getName() + ".", LogService.ERROR); LogService.getRoot().log(Level.SEVERE, "com.rapidminer.generator.MinMaxGenerator.illegal_function_name", new Object[] { name, getClass().getName() }); } @Override public String getFunction() { return FUNCTION_NAMES[mode]; } @Override public boolean equals(Object o) { return (super.equals(o) && (this.mode == ((MinMaxGenerator) o).mode)); } @Override public int hashCode() { return super.hashCode() ^ Integer.valueOf(mode).hashCode(); } }