/*
* RapidMiner
*
* Copyright (C) 2001-2011 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 java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Set;
import com.rapidminer.operator.ports.OutputPort;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeCategory;
import com.rapidminer.parameter.ParameterTypeInt;
import com.rapidminer.parameter.UndefinedParameterError;
import com.rapidminer.tools.OperatorService;
/**
* Most RapidMiner operators should define their desired input and delivered output in
* a senseful way. In some cases operators can produce additional output which
* is indicated with a boolean parameter. Other operators are able to deliver
* their input as output instead of consuming it (parameter keep_...). However,
* in some cases it might be usefull to delete unwanted output to ensure that
* following operators use the correct input object. Furthermore, some operators
* produce additional unneeded and therefore unconsumed output. In an iterating
* operator chain this unneeded output will grow with each iteration. Therefore,
* the IOConsumeOperator can be used to delete one (the n-th) object of a given type
* (indicated by delete_one), all input objects of a given type (indicated by
* delete_all), all input objects but those of a given type (indicated by
* delete_all_but), or all input objects of the given type except for
* the n-th object of the type.
*
* @author Ingo Mierswa
*/
public class IOConsumeOperator extends Operator {
public static final String PARAMETER_IO_OBJECT = "io_object";
public static final String PARAMETER_DELETION_TYPE = "deletion_type";
public static final String PARAMETER_DELETE_WHICH = "delete_which";
public static final String PARAMETER_EXCEPT = "except";
private static final String[] DELETION_TYPES = new String[] {
"delete_one", "delete_all", "delete_all_but", "delete_all_but_number"
};
public static final int DELETE_ONE = 0;
public static final int DELETE_ALL = 1;
public static final int DELETE_ALL_BUT = 2;
public static final int DELETE_ALL_BUT_NUMBER = 3;
private String[] objectArray = null;
public IOConsumeOperator(OperatorDescription description) {
super(description);
}
private Class<? extends IOObject> getSelectedClass() throws UndefinedParameterError {
int ioType = getParameterAsInt(PARAMETER_IO_OBJECT);
if (objectArray != null)
return OperatorService.getIOObjectClass(objectArray[ioType]);
else
return null;
}
@Override
public void doWork() {
getLogger().info("IOConsumer is deprecated and does nothing. It is only used while importing processes from earlier versions. After that, IOConsumers can be deleted.");
}
@Override
protected LinkedList<OutputPort> preAutoWire(LinkedList<OutputPort> readyOutputs) throws OperatorException {
getLogger().info("Simulating IOConsumeOperator with old stack: "+readyOutputs);
Class<? extends IOObject> clazz = getSelectedClass();
Iterator<OutputPort> i = readyOutputs.descendingIterator();
if (clazz != null) {
switch (getParameterAsInt(PARAMETER_DELETION_TYPE)) {
case DELETE_ONE:
int number = getParameterAsInt(PARAMETER_DELETE_WHICH);
int hits = 0;
while (i.hasNext()) {
OutputPort port = i.next();
if (port.shouldAutoConnect() && (port.getMetaData() != null) && (clazz.isAssignableFrom(port.getMetaData().getObjectClass()))) {
hits++;
if (hits == number) {
i.remove();
getLogger().info("Deleted " + number + ". " + clazz.getName() + ".");
break;
}
}
}
break;
case DELETE_ALL:
int counter = 0;
while (i.hasNext()) {
OutputPort port = i.next();
if (port.shouldAutoConnect() && (port.getMetaData() != null) && (clazz.isAssignableFrom(port.getMetaData().getObjectClass()))) {
counter++;
i.remove();
}
}
getLogger().info("Deleted " + counter + " " + clazz.getName() + ".");
break;
case DELETE_ALL_BUT:
counter = 0;
while (i.hasNext()) {
OutputPort port = i.next();
if (port.shouldAutoConnect() && (port.getMetaData() != null) && (!clazz.isAssignableFrom(port.getMetaData().getObjectClass()))) {
counter++;
i.remove();
}
}
getLogger().info("Deleted " + counter + " input objects.");
break;
case DELETE_ALL_BUT_NUMBER:
counter = 0;
hits = 0;
number = getParameterAsInt(PARAMETER_EXCEPT);
while (i.hasNext()) {
OutputPort port = i.next();
if (port.shouldAutoConnect() && (port.getMetaData() != null) && (clazz.isAssignableFrom(port.getMetaData().getObjectClass()))) {
hits++;
if (hits != number) {
i.remove();
counter++;
getLogger().info("Deleted " + number + ". " + clazz.getName() + ".");
break;
}
}
}
getLogger().info("Deleted " + counter + " " + clazz.getName() + ".");
// IOContainer input = getInput();
// number = getParameterAsInt(PARAMETER_EXCEPT);
// IOObject temp = getInput(clazz, number - 1);
// while (input.contains(clazz)) {
// input.remove(clazz);
// counter++;
// }
// setInput(input.prepend(temp));
break;
}
}
getLogger().info("New stack: "+readyOutputs);
return readyOutputs;
}
@Override
public List<ParameterType> getParameterTypes() {
List<ParameterType> types = super.getParameterTypes();
Set<String> ioObjects = OperatorService.getIOObjectsNames();
this.objectArray = new String[ioObjects.size()];
Iterator<String> i = ioObjects.iterator();
int index = 0;
while (i.hasNext()) {
objectArray[index++] = i.next();
}
ParameterType type = new ParameterTypeCategory(PARAMETER_IO_OBJECT, "The class of the object(s) which should be removed.", objectArray, 0);
type.setExpert(false);
types.add(type);
type = new ParameterTypeCategory(PARAMETER_DELETION_TYPE, "Defines the type of deletion.", DELETION_TYPES, DELETE_ALL);
type.setExpert(false);
types.add(type);
type = new ParameterTypeInt(PARAMETER_DELETE_WHICH, "Defines which input object should be deleted (only used for deletion type 'delete_one').", 1, Integer.MAX_VALUE, 1);
type.setExpert(false);
types.add(type);
type = new ParameterTypeInt(PARAMETER_EXCEPT, "Defines which input object should not be deleted (only used for deletion type 'delete_one_but_number').", 1, Integer.MAX_VALUE, 1);
type.setExpert(false);
types.add(type);
return types;
}
}