/**
* 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.collections;
import java.util.List;
import com.rapidminer.operator.IOObject;
import com.rapidminer.operator.IOObjectCollection;
import com.rapidminer.operator.OperatorChain;
import com.rapidminer.operator.OperatorDescription;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.operator.ports.CollectingPortPairExtender;
import com.rapidminer.operator.ports.InputPort;
import com.rapidminer.operator.ports.OutputPort;
import com.rapidminer.operator.ports.metadata.CollectionMetaData;
import com.rapidminer.operator.ports.metadata.MDTransformationRule;
import com.rapidminer.operator.ports.metadata.MetaData;
import com.rapidminer.operator.ports.metadata.SubprocessTransformRule;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeBoolean;
import com.rapidminer.parameter.ParameterTypeInt;
import com.rapidminer.parameter.ParameterTypeString;
import com.rapidminer.parameter.conditions.BooleanParameterCondition;
/**
* Iterates over a collection and executes the subprocess on each element. The outputs of the
* subprocesses are collected and returned as collections.
*
* @author Simon Fischer
*
*/
public class CollectionIterationOperator extends OperatorChain {
protected static final String PARAMETER_SET_MACRO = "set_iteration_macro";
protected static final String PARAMETER_MACRO_NAME = "macro_name";
protected static final String PARAMETER_MACRO_START_VALUE = "macro_start_value";
protected static final String PARAMETER_UNFOLD = "unfold";
private final InputPort collectionInput = getInputPorts().createPort("collection",
new CollectionMetaData(new MetaData()));
private final OutputPort singleInnerSource = getSubprocess(0).getInnerSources().createPort("single");
private final CollectingPortPairExtender outExtender = new CollectingPortPairExtender("output", getSubprocess(0)
.getInnerSinks(), getOutputPorts());
private int currentIteration = 0;
public CollectionIterationOperator(OperatorDescription description) {
super(description, "Iteration");
outExtender.start();
getTransformer().addRule(new MDTransformationRule() {
@Override
public void transformMD() {
MetaData md = collectionInput.getMetaData();
if (md != null && md instanceof CollectionMetaData) {
if (getParameterAsBoolean(PARAMETER_UNFOLD)) {
singleInnerSource.deliverMD(((CollectionMetaData) md).getElementMetaDataRecursive());
} else {
singleInnerSource.deliverMD(((CollectionMetaData) md).getElementMetaData());
}
} else {
singleInnerSource.deliverMD(null);
}
}
});
getTransformer().addRule(new SubprocessTransformRule(getSubprocess(0)));
getTransformer().addRule(outExtender.makePassThroughRule());
}
@SuppressWarnings("unchecked")
@Override
public void doWork() throws OperatorException {
IOObjectCollection<IOObject> data = collectionInput.getData(IOObjectCollection.class);
List<IOObject> list;
if (getParameterAsBoolean(PARAMETER_UNFOLD)) {
list = data.getObjectsRecursive();
} else {
list = data.getObjects();
}
// init Operator progress
getProgress().setTotal(list.size());
getProgress().setCheckForStop(false);
outExtender.reset();
String iterationMacroName = null;
int macroIterationOffset = 0;
boolean setIterationMacro = getParameterAsBoolean(PARAMETER_SET_MACRO);
if (setIterationMacro) {
iterationMacroName = getParameterAsString(PARAMETER_MACRO_NAME);
macroIterationOffset = getParameterAsInt(PARAMETER_MACRO_START_VALUE);
}
this.currentIteration = 0;
for (IOObject o : list) {
if (setIterationMacro) {
String iterationString = Integer.toString(currentIteration + macroIterationOffset);
getProcess().getMacroHandler().addMacro(iterationMacroName, iterationString);
}
singleInnerSource.deliver(o);
getSubprocess(0).execute();
outExtender.collect();
currentIteration++;
inApplyLoop();
getProgress().step();
}
getProgress().complete();
// outExtender.passDataThrough();
}
@Override
public List<ParameterType> getParameterTypes() {
List<ParameterType> types = super.getParameterTypes();
ParameterType type;
type = new ParameterTypeBoolean(PARAMETER_SET_MACRO,
"Selects if in each iteration a macro with the current iteration number is set.", false, true);
types.add(type);
type = new ParameterTypeString(PARAMETER_MACRO_NAME, "The name of the iteration macro.", "iteration", true);
type.registerDependencyCondition(new BooleanParameterCondition(this, PARAMETER_SET_MACRO, true, true));
types.add(type);
type = new ParameterTypeInt(PARAMETER_MACRO_START_VALUE,
"The number which is set for the macro in the first iteration.", Integer.MIN_VALUE, Integer.MAX_VALUE, 1,
true);
type.registerDependencyCondition(new BooleanParameterCondition(this, PARAMETER_SET_MACRO, true, true));
types.add(type);
types.add(new ParameterTypeBoolean(PARAMETER_UNFOLD, "Determines if the input collection is unfolded.", false));
return types;
}
}