/** * 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.example; import com.rapidminer.tools.LogService; import java.util.logging.Level; /** * Attribute statistics object for (pseudo-)numerical attributes like real numerical attributes or * date attributes. * * @author Ingo Mierswa */ public class MinMaxStatistics implements Statistics { private static final long serialVersionUID = 1027895282018510951L; private double minimum = Double.POSITIVE_INFINITY; private double maximum = Double.NEGATIVE_INFINITY; public MinMaxStatistics() {} /** Clone constructor. */ private MinMaxStatistics(MinMaxStatistics other) { this.minimum = other.minimum; this.maximum = other.maximum; } @Override public Object clone() { return new MinMaxStatistics(this); } @Override public void count(double value, double weight) { if (!Double.isNaN(value)) { if (minimum > value) { minimum = value; } if (maximum < value) { maximum = value; } } } @Override public double getStatistics(Attribute attribute, String name, String parameter) { if (MINIMUM.equals(name)) { return this.minimum; } else if (MAXIMUM.equals(name)) { return this.maximum; } else { // LogService.getRoot().warning("Cannot calculate statistics, unknown type: " + name); LogService.getRoot().log(Level.WARNING, "com.rapidminer.example.MinMaxStatistics.calculating_statistics_error", name); return Double.NaN; } } @Override public boolean handleStatistics(String name) { return MINIMUM.equals(name) || MAXIMUM.equals(name); } @Override public void startCounting(Attribute attribute) { this.minimum = Double.POSITIVE_INFINITY; this.maximum = Double.NEGATIVE_INFINITY; } }