/** * 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; import java.util.Iterator; import java.util.List; import java.util.Set; import com.rapidminer.example.ExampleSet; import com.rapidminer.operator.ports.OutputPort; import com.rapidminer.operator.ports.metadata.MDTransformationRule; import com.rapidminer.operator.ports.metadata.MetaData; import com.rapidminer.parameter.ParameterType; import com.rapidminer.parameter.ParameterTypeBoolean; import com.rapidminer.parameter.ParameterTypeCategory; import com.rapidminer.parameter.ParameterTypeString; import com.rapidminer.parameter.UndefinedParameterError; import com.rapidminer.tools.OperatorService; /** * This operator can be used to retrieve the IOObject which was previously stored under the * specified name. In order to store an object to make it again accessible, you can use the operator * {@link IOStorageOperator}. The combination of those two operator can be used to build complex * processes where an input object is used in completely different parts or loops of processes. * * @author Ingo Mierswa */ public class IORetrievalOperator extends Operator { public static final String PARAMETER_NAME = "name"; public static final String PARAMETER_IO_OBJECT = "io_object"; public static final String PARAMETER_REMOVE_FROM_STORE = "remove_from_store"; private String[] objectArray = null; private final OutputPort resultOutput = getOutputPorts().createPort("result"); public IORetrievalOperator(OperatorDescription description) { super(description); getTransformer().addRule(new MDTransformationRule() { @Override public void transformMD() { Class<? extends IOObject> clazz; try { clazz = getSelectedClass(); if (clazz != null) { resultOutput.deliverMD(new MetaData(clazz)); } else { resultOutput.deliverMD(new MetaData(IOObject.class)); } } catch (UndefinedParameterError e) { getLogger().fine("Cannot transform meta data: " + e); } } }); } private Class<? extends IOObject> getSelectedClass() throws UndefinedParameterError { String ioType = getParameterAsString(PARAMETER_IO_OBJECT); Class<? extends IOObject> selected = OperatorService.getIOObjectClass(ioType); if (selected != null) { return selected; } else { return IOObject.class; } } @Override public void doWork() throws OperatorException { Class<? extends IOObject> clazz = getSelectedClass(); IOObject object = null; if (clazz != null) { String name = getParameterAsString(PARAMETER_NAME); object = getProcess().retrieve(name, getParameterAsBoolean(PARAMETER_REMOVE_FROM_STORE)); if (object == null) { throw new UserError(this, 941, name); } if (!clazz.isInstance(object)) { throw new UserError(this, 940, name, objectArray[getParameterAsInt(PARAMETER_IO_OBJECT)]); } if (getParameterAsBoolean(PARAMETER_REMOVE_FROM_STORE)) { resultOutput.deliver(object); } else { resultOutput.deliver(object.copy()); } } else { resultOutput.deliver(null); } } @Override public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeString(PARAMETER_NAME, "The name under which the specified object is stored and can later be retrieved.", false, false)); Set<String> ioObjects = OperatorService.getIOObjectsNames(); this.objectArray = new String[ioObjects.size()]; Iterator<String> i = ioObjects.iterator(); int exampleSetClassIndex = 0; int index = 0; while (i.hasNext()) { String name = i.next(); if (ExampleSet.class.getSimpleName().equals(name)) { exampleSetClassIndex = index; } objectArray[index++] = name; } ParameterType type = new ParameterTypeCategory(PARAMETER_IO_OBJECT, "The class of the object which should be stored.", objectArray, exampleSetClassIndex); type.setExpert(false); types.add(type); types.add(new ParameterTypeBoolean( PARAMETER_REMOVE_FROM_STORE, "Indicates if the stored object should be removed from the process store so that following operators can retrieve it again from the store.", true, false)); return types; } }