/*
* 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.meta;
import java.util.HashMap;
import java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.MissingIOObjectException;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.OperatorDescription;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.tools.math.AverageVector;
import com.rapidminer.tools.math.RunVector;
/**
* Collects all average vectors (e.g. PerformanceVectors) from the input and
* average those of the same type.
*
* @author Ingo Mierswa
* @version $Id: AverageBuilder.java,v 1.4 2008/07/07 07:06:39 ingomierswa Exp $
*/
public class AverageBuilder extends Operator {
public AverageBuilder(OperatorDescription description) {
super(description);
}
public IOObject[] apply() throws OperatorException {
Map<Class, RunVector> classMap = new HashMap<Class, RunVector>();
while (true) {
AverageVector vector = null;
try {
vector = getInput(AverageVector.class);
} catch (MissingIOObjectException e) {
break;
}
addVector(vector, classMap);
}
Iterator<Class> i = classMap.keySet().iterator();
List<AverageVector> averages = new LinkedList<AverageVector>();
while (i.hasNext()) {
RunVector runVector = classMap.get(i.next());
averages.add(runVector.average());
}
IOObject[] result = new IOObject[averages.size()];
averages.toArray(result);
return result;
}
private void addVector(AverageVector vector, Map<Class, RunVector> classMap) {
RunVector runVector = classMap.get(vector.getClass());
if (runVector == null) {
runVector = new RunVector();
classMap.put(vector.getClass(), runVector);
}
runVector.addVector(vector);
}
public Class<?>[] getInputClasses() {
return new Class[] { AverageVector.class };
}
public Class<?>[] getOutputClasses() {
return new Class[] { AverageVector.class };
}
}