/** * 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.performance; import com.rapidminer.example.ExampleSet; import com.rapidminer.operator.Operator; import com.rapidminer.operator.OperatorDescription; import com.rapidminer.operator.OperatorException; import com.rapidminer.operator.ports.InputPort; import com.rapidminer.operator.ports.OutputPort; import com.rapidminer.operator.ports.metadata.GenerateNewMDRule; import com.rapidminer.operator.ports.metadata.PassThroughRule; /** * Abstract superclass of operators accepting an ExampleSet and producing a PerformanceVector. * * @author Simon Fischer */ public abstract class AbstractExampleSetEvaluator extends Operator { private InputPort exampleSetInput = getInputPorts().createPort("example set", ExampleSet.class); private OutputPort performanceOutput = getOutputPorts().createPort("performance"); private OutputPort exampleSetOutput = getOutputPorts().createPort("example set"); public AbstractExampleSetEvaluator(OperatorDescription description) { super(description); getTransformer().addRule(new PassThroughRule(exampleSetInput, exampleSetOutput, false)); getTransformer().addRule(new GenerateNewMDRule(performanceOutput, PerformanceVector.class)); } /** Implements the evaluation. Called by {@link #apply()}. */ public abstract PerformanceVector evaluate(ExampleSet exampleSet) throws OperatorException; @Override public void doWork() throws OperatorException { ExampleSet input = exampleSetInput.getData(ExampleSet.class); performanceOutput.deliver(evaluate(input)); exampleSetOutput.deliver(input); } @Override public boolean shouldAutoConnect(OutputPort port) { if (port == exampleSetOutput) { return getParameterAsBoolean("keep_example_set"); } else { return super.shouldAutoConnect(port); } } protected InputPort getExampleSetInputPort() { return exampleSetInput; } }