/** * 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 com.rapidminer.operator.IOObject; import com.rapidminer.operator.IOObjectCollection; import com.rapidminer.operator.Operator; import com.rapidminer.operator.OperatorDescription; import com.rapidminer.operator.OperatorException; import com.rapidminer.operator.ProcessSetupError.Severity; import com.rapidminer.operator.ports.InputPort; import com.rapidminer.operator.ports.InputPortExtender; 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.SimpleMetaDataError; import com.rapidminer.parameter.ParameterType; import com.rapidminer.parameter.ParameterTypeBoolean; import java.util.List; /** * Takes several objects as an input at converts them into a collection. * * @author Simon Fischer */ public class CollectionOperator extends Operator { public static final String PARAMETER_UNFOLD = "unfold"; private final InputPortExtender inExtender = new InputPortExtender("input", getInputPorts()); private final OutputPort collectionOutput = getOutputPorts().createPort("collection"); public CollectionOperator(OperatorDescription description) { super(description); inExtender.start(); getTransformer().addRule(new MDTransformationRule() { @Override public void transformMD() { boolean unfold = getParameterAsBoolean(PARAMETER_UNFOLD); MetaData commonSupertype = null; for (InputPort in : inExtender.getManagedPorts()) { MetaData md = in.getMetaData(); if (unfold && (md instanceof CollectionMetaData)) { md = ((CollectionMetaData) md).getElementMetaDataRecursive(); } if (md == null) { continue; } else if (commonSupertype == null) { commonSupertype = md; continue; } else { if (commonSupertype.getObjectClass().equals(md.getObjectClass())) { continue; } else if (commonSupertype.getObjectClass().isAssignableFrom(md.getObjectClass())) { commonSupertype = md; } else if (md.getObjectClass().isAssignableFrom(commonSupertype.getObjectClass())) { // noop, old value was ok // commonSupertype = commonSupertype; } else { in.addError(new SimpleMetaDataError(Severity.WARNING, in, "incompatible_ioobjects", commonSupertype.getObjectClass().getSimpleName(), md.getObjectClass().getSimpleName())); collectionOutput.deliverMD(new CollectionMetaData(new MetaData())); return; } } } collectionOutput.deliverMD(new CollectionMetaData(commonSupertype)); } }); } @Override public void doWork() throws OperatorException { List<IOObject> list = inExtender.getData(IOObject.class, getParameterAsBoolean(PARAMETER_UNFOLD)); collectionOutput.deliver(new IOObjectCollection<IOObject>(list)); } @Override public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeBoolean(PARAMETER_UNFOLD, "Determines whether collections received at the input ports are unfolded.", false)); return types; } }