/**
* 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();
}
}