/*
* 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.List;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.OperatorChain;
import com.rapidminer.operator.OperatorDescription;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.operator.UserError;
import com.rapidminer.operator.condition.AllInnerOperatorCondition;
import com.rapidminer.operator.condition.InnerOperatorCondition;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeInt;
import com.rapidminer.parameter.UndefinedParameterError;
/** This operator can be used to employ a single inner operator or operator chain.
* Which operator should be used can be defined by the parameter "select_which".
* Together with one of the parameter optimizing or iterating operators this operator
* can be used to dynamically change the process setup which might be useful in order to
* test different layouts, e.g. the gain by using different preprocessing steps or chains
* or the quality of a certain learner.
*
* @author Ingo Mierswa
* @version $Id: OperatorSelector.java,v 1.4 2008/07/07 07:06:39 ingomierswa Exp $
*/
public class OperatorSelector extends OperatorChain {
/** The parameter name for "Indicates if the operator which inner operator should be used". */
public static final String PARAMETER_SELECT_WHICH = "select_which";
public OperatorSelector(OperatorDescription description) {
super(description);
}
public IOObject[] apply() throws OperatorException {
int operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH);
if ((operatorIndex < 1) || (operatorIndex > getNumberOfOperators())) {
throw new UserError(this, 207, new Object[] { operatorIndex, PARAMETER_SELECT_WHICH, "must be between 1 and the number of inner operators."} );
}
Operator operator = getOperator(operatorIndex - 1);
return operator.apply(getInput()).getIOObjects();
}
/** Returns a simple chain condition. */
public InnerOperatorCondition getInnerOperatorCondition() {
try {
int operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH);
if ((operatorIndex < 1) || (operatorIndex > getNumberOfOperators())) {
return new AllInnerOperatorCondition(new Class[0], new Class[0]);
} else {
Operator operator = getOperator(operatorIndex - 1);
return new AllInnerOperatorCondition(operator.getInputClasses(), operator.getOutputClasses());
}
} catch (UndefinedParameterError e) {
return new AllInnerOperatorCondition(new Class[0], new Class[0]);
}
}
/**
* Returns the highest possible value for the maximum number of inner
* operators.
*/
public int getMaxNumberOfInnerOperators() {
return Integer.MAX_VALUE;
}
/** Returns 0 for the minimum number of inner operators. */
public int getMinNumberOfInnerOperators() {
return 1;
}
public Class<?>[] getInputClasses() {
try {
int operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH);
if ((operatorIndex < 1) || (operatorIndex > getNumberOfOperators())) {
return new Class[0];
} else {
Operator operator = getOperator(operatorIndex - 1);
return operator.getInputClasses();
}
} catch (Exception e) {
return new Class[0];
}
}
public Class<?>[] getOutputClasses() {
try {
int operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH);
if ((operatorIndex < 1) || (operatorIndex > getNumberOfOperators())) {
return new Class[0];
} else {
Operator operator = getOperator(operatorIndex - 1);
return operator.getOutputClasses();
}
} catch (Exception e) {
return new Class[0];
}
}
public List<ParameterType> getParameterTypes() {
List<ParameterType> types = super.getParameterTypes();
ParameterType type = new ParameterTypeInt(PARAMETER_SELECT_WHICH, "Indicates which inner operator should be currently employed by this operator on the input objects.", 1, Integer.MAX_VALUE, 1);
type.setExpert(false);
types.add(type);
return types;
}
}