/** * 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.table; import com.rapidminer.example.MinMaxStatistics; import com.rapidminer.example.NumericalStatistics; import com.rapidminer.example.UnknownStatistics; import com.rapidminer.example.WeightedNumericalStatistics; import com.rapidminer.tools.Ontology; /** * This class holds all information on a single numerical attribute. In addition to the information * of the superclass this is some statistics data like minimum, maximum and average of the values. * * @author Ingo Mierswa */ public class NumericalAttribute extends AbstractAttribute { private static final long serialVersionUID = -7425486508057529570L; /** * Indicates the default number of fraction digits which is defined by the system property * rapidminer.gui.fractiondigits.numbers. */ public static final int DEFAULT_NUMBER_OF_DIGITS = -1; /** Indicates an unlimited number of fraction digits. */ public static final int UNLIMITED_NUMBER_OF_DIGITS = -2; /** * Creates a simple attribute which is not part of a series and does not provide a unit string. */ protected NumericalAttribute(String name) { this(name, Ontology.NUMERICAL); } /** * Creates a simple attribute which is not part of a series and does not provide a unit string. */ /* pp */ NumericalAttribute(String name, int valueType) { super(name, valueType); registerStatistics(new NumericalStatistics()); registerStatistics(new WeightedNumericalStatistics()); registerStatistics(new MinMaxStatistics()); registerStatistics(new UnknownStatistics()); } /** * Clone constructor. */ private NumericalAttribute(NumericalAttribute a) { super(a); } /** Clones this attribute. */ @Override public Object clone() { return new NumericalAttribute(this); } @Override public boolean isNominal() { return false; } @Override public boolean isNumerical() { return true; } @Override public NominalMapping getMapping() { throw new UnsupportedOperationException( "The method getNominalMapping() is not supported by numerical attributes! You probably tried to execute an operator on a numerical data which is only able to handle nominal values. You could use one of the discretization operators before this application."); } /** Does nothing. */ @Override public void setMapping(NominalMapping mapping) {} /** * Returns a string representation of value. If the numberOfDigits is greater than 0 this number * is used to format the string. Otherwise the value of the system property * rapidminer.gui.fractiondigits.numbers will be used (see {@link com.rapidminer.tools.Tools} in * case of DEFAULT_NUMBER_OF_DIGITS or an unlimited number of digits in case of * UNLIMITED_NUMBER_OF_DIGITS. For the value NaN a "?" will be returned. */ @Override public String getAsString(double value, int numberOfDigits, boolean quoteNominal) { if (Double.isNaN(value)) { return "?"; } else { switch (numberOfDigits) { case UNLIMITED_NUMBER_OF_DIGITS: return Double.toString(value); case DEFAULT_NUMBER_OF_DIGITS: return com.rapidminer.tools.Tools.formatIntegerIfPossible(value); default: return com.rapidminer.tools.Tools.formatIntegerIfPossible(value, numberOfDigits); } } } @Override public boolean isDateTime() { return false; } }