/* * 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.io; import java.io.IOException; import java.io.InputStream; import java.util.List; import com.rapidminer.operator.AbstractIOObject; import com.rapidminer.operator.IOObject; import com.rapidminer.operator.Model; import com.rapidminer.operator.OperatorDescription; import com.rapidminer.operator.OperatorException; import com.rapidminer.operator.UserError; import com.rapidminer.parameter.ParameterType; import com.rapidminer.parameter.ParameterTypeFile; import com.rapidminer.parameter.UndefinedParameterError; /** * Reads a {@link com.rapidminer.operator.Model} from a file that was generated * by an operator like {@link com.rapidminer.operator.learner.Learner} in a * previous process. Once a model is generated, it can be applied several * times to newly acquired data using a model loader, an {@link ExampleSource}, * and a {@link com.rapidminer.operator.ModelApplier}. * * @see com.rapidminer.operator.Model * @see com.rapidminer.operator.ModelApplier * @author Simon Fischer, Ingo Mierswa */ public class ModelLoader extends AbstractModelLoader { /** The parameter name for "Filename containing the model to load." */ public static final String PARAMETER_MODEL_FILE = "model_file"; public ModelLoader(OperatorDescription description) { super(description); } /** Reads the model from disk and returns it. */ @Override public Model read() throws OperatorException { getParameter(PARAMETER_MODEL_FILE); AbstractIOObject.InputStreamProvider inputStreamProvider = new AbstractIOObject.InputStreamProvider() { @Override public InputStream getInputStream() throws IOException { try { return getParameterAsInputStream(PARAMETER_MODEL_FILE); } catch (UndefinedParameterError e) { throw new IOException(e); } } }; IOObject model; try { model = AbstractIOObject.read(inputStreamProvider); } catch (IOException e) { throw new UserError(this, e, 302, getParameter(PARAMETER_MODEL_FILE), e); } if (!(model instanceof Model)) { throw new UserError(this, 942, new Object[] { getParameter(PARAMETER_MODEL_FILE), "Model", model.getClass().getSimpleName() }); } return (Model)model; } @Override public List<ParameterType> getParameterTypes() { List<ParameterType> types = super.getParameterTypes(); types.add(new ParameterTypeFile(PARAMETER_MODEL_FILE, "Filename containing the model to load.", "mod", false)); return types; } }