/*
* 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;
import com.rapidminer.example.ExampleSet;
/**
* This operator updates a {@link Model} with an {@link ExampleSet}. Please note
* that the model must return true for {@link Model#isUpdatable()} in order to be
* usable with this operator.
*
* @author Ingo Mierswa
* @version $Id: ModelUpdater.java,v 1.4 2008/07/07 07:06:44 ingomierswa Exp $
*/
public class ModelUpdater extends Operator {
public ModelUpdater(OperatorDescription description) {
super(description);
}
/**
* Applies the operator and labels the {@link ExampleSet}. The example set
* in the input is not consumed.
*/
public IOObject[] apply() throws OperatorException {
ExampleSet inputExampleSet = getInput(ExampleSet.class);
Model model = getInput(Model.class);
if (!model.isUpdatable())
throw new UserError(this, 135, model.getClass());
try {
model.updateModel(inputExampleSet);
} catch (UserError e) {
if (e.getOperator() == null)
e.setOperator(this);
throw e;
}
return new IOObject[] { model };
}
/** Indicates that the consumption of Models can be user defined. */
public InputDescription getInputDescription(Class cls) {
if (ExampleSet.class.isAssignableFrom(cls)) {
return new InputDescription(cls, false, true);
} else {
return super.getInputDescription(cls);
}
}
public Class<?>[] getInputClasses() {
return new Class[] { Model.class, ExampleSet.class };
}
public Class<?>[] getOutputClasses() {
return new Class[] { Model.class };
}
}