/* * 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.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; /** 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_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()); 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()); } @Override public void doWork() throws OperatorException { IOObjectCollection<IOObject> data = collectionInput.getData(); List<IOObject> list; if (getParameterAsBoolean(PARAMETER_UNFOLD)) { list = data.getObjectsRecursive(); } else { list = data.getObjects(); } outExtender.reset(); for (IOObject o : list) { singleInnerSource.deliver(o); getSubprocess(0).execute(); outExtender.collect(); } //outExtender.passDataThrough(); } @Override public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeBoolean(PARAMETER_UNFOLD, "Determines if the input collection is unfolded.", false)); return types; } }