/** * 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.tools.math.function.aggregation; import com.rapidminer.example.Attribute; import com.rapidminer.operator.ports.metadata.AttributeMetaData; import com.rapidminer.tools.Ontology; /** * Calculates the minimum. * * @author Tobias Malbrecht, Ingo Mierswa * */ public class MinFunction extends AbstractAggregationFunction { private double minValue; public MinFunction() { this(DEFAULT_IGNORE_MISSINGS); } public MinFunction(Boolean ignoreMissings) { super(ignoreMissings); } @Override public String getName() { return "minimum"; } @Override protected void reset() { foundMissing = false; minValue = Double.POSITIVE_INFINITY; } @Override public void update(double value, double weight) { update(value); } @Override public void update(double value) { if (Double.isNaN(value)) { foundMissing = true; return; } if (value < minValue) { minValue = value; } } @Override public double getValue() { if (foundMissing && !ignoreMissings) { return Double.NaN; } return minValue; } @Override public boolean supportsAttribute(Attribute attribute) { return attribute.isNumerical() || Ontology.ATTRIBUTE_VALUE_TYPE.isA(attribute.getValueType(), Ontology.DATE_TIME); } @Override public boolean supportsAttribute(AttributeMetaData amd) { return amd.isNumerical() || Ontology.ATTRIBUTE_VALUE_TYPE.isA(amd.getValueType(), Ontology.DATE_TIME); } @Override public boolean supportsValueType(int valueType) { return Ontology.ATTRIBUTE_VALUE_TYPE.isA(valueType, Ontology.NUMERICAL) || Ontology.ATTRIBUTE_VALUE_TYPE.isA(valueType, Ontology.DATE_TIME); } }