/** * 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.annotation; import com.rapidminer.operator.ports.InputPort; import com.rapidminer.operator.ports.metadata.ExampleSetMetaData; import com.rapidminer.operator.ports.metadata.MetaData; import com.rapidminer.operator.tools.AttributeSubsetSelector; /** * Computes resource consumption based on an example set taken from a given port. * * @author Simon Fischer * */ public abstract class ExampleSetResourceConsumptionEstimator implements ResourceConsumptionEstimator { private InputPort inputPort; private AttributeSubsetSelector selector; public ExampleSetResourceConsumptionEstimator(InputPort inputPort, AttributeSubsetSelector selector) { super(); this.inputPort = inputPort; this.selector = selector; } public abstract long estimateMemory(ExampleSetMetaData exampleSet); public abstract long estimateRuntime(ExampleSetMetaData exampleSet); @Override public long estimateMemoryConsumption() { final ExampleSetMetaData exampleSet = getExampleSet(); if (exampleSet == null) { return -1; } else { return estimateMemory(exampleSet); } } @Override public long estimateRuntime() { final ExampleSetMetaData exampleSet = getExampleSet(); if (exampleSet == null) { return -1; } else { return estimateRuntime(exampleSet); } } protected ExampleSetMetaData getExampleSet() { final MetaData md = inputPort.getMetaData(); if (md instanceof ExampleSetMetaData) { if (selector != null) { return selector.getMetaDataSubset((ExampleSetMetaData) md, false); } else { return (ExampleSetMetaData) md; } } else { return null; } } }