/**
* 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.operator.meta;
import java.util.List;
import com.rapidminer.operator.ExecutionUnit;
import com.rapidminer.operator.OperatorChain;
import com.rapidminer.operator.OperatorDescription;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.operator.UserError;
import com.rapidminer.operator.ports.InputPorts;
import com.rapidminer.operator.ports.MultiInputPortPairExtender;
import com.rapidminer.operator.ports.MultiOutputPortPairExtender;
import com.rapidminer.operator.ports.OutputPorts;
import com.rapidminer.operator.ports.metadata.MDTransformationRule;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeInt;
/**
* 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
*/
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";
private final MultiOutputPortPairExtender inputExtender = new MultiOutputPortPairExtender("input", getInputPorts(),
new OutputPorts[] { getSubprocess(0).getInnerSources(), getSubprocess(1).getInnerSources() });
private final MultiInputPortPairExtender outputExtender = new MultiInputPortPairExtender("output", getOutputPorts(),
new InputPorts[] { getSubprocess(0).getInnerSinks(), getSubprocess(1).getInnerSinks() });
public OperatorSelector(OperatorDescription description) {
super(description, "Selection 1", "Selection 2");
inputExtender.start();
outputExtender.start();
getTransformer().addRule(inputExtender.makePassThroughRule());
getTransformer().addRule(new MDTransformationRule() {
@Override
public void transformMD() {
int operatorIndex = -1;
try {
operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH) - 1;
for (int i = 0; i < getNumberOfSubprocesses(); i++) {
if (i != operatorIndex) { // skip selected and transform last, so it
// overrides everything
getSubprocess(i).transformMetaData();
}
}
if ((operatorIndex >= 0) && (operatorIndex < getNumberOfSubprocesses())) {
getSubprocess(operatorIndex).transformMetaData();
}
} catch (Exception e) {
}
}
});
getTransformer().addRule(outputExtender.makePassThroughRule());
}
@Override
public boolean areSubprocessesExtendable() {
return true;
}
@Override
protected ExecutionUnit createSubprocess(int index) {
return new ExecutionUnit(this, "Selection");
}
@Override
public ExecutionUnit addSubprocess(int index) {
ExecutionUnit newProcess = super.addSubprocess(index);
inputExtender.addMultiPorts(newProcess.getInnerSources(), index);
outputExtender.addMultiPorts(newProcess.getInnerSinks(), index);
normalizeSubprocessNames();
return newProcess;
}
@Override
public ExecutionUnit removeSubprocess(int index) {
ExecutionUnit oldProcess = super.removeSubprocess(index);
inputExtender.removeMultiPorts(index);
outputExtender.removeMultiPorts(index);
normalizeSubprocessNames();
return oldProcess;
}
private void normalizeSubprocessNames() {
for (int i = 0; i < getNumberOfSubprocesses(); i++) {
getSubprocess(i).setName("Selection " + (i + 1));
}
}
@Override
public void doWork() throws OperatorException {
int operatorIndex = getParameterAsInt(PARAMETER_SELECT_WHICH);
if (operatorIndex < 1 || operatorIndex > getNumberOfSubprocesses()) {
throw new UserError(this, 207, new Object[] { operatorIndex, PARAMETER_SELECT_WHICH,
"must be between 1 and the number of inner operators." });
}
inputExtender.passDataThrough(operatorIndex - 1);
getSubprocess(operatorIndex - 1).execute();
outputExtender.passDataThrough(operatorIndex - 1);
}
@Override
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;
}
}