/** * 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.expression.internal.function.conversion; import java.util.concurrent.Callable; import com.rapidminer.tools.Ontology; import com.rapidminer.tools.Tools; import com.rapidminer.tools.expression.DoubleCallable; import com.rapidminer.tools.expression.ExpressionEvaluator; import com.rapidminer.tools.expression.ExpressionParsingException; import com.rapidminer.tools.expression.ExpressionType; import com.rapidminer.tools.expression.FunctionDescription; import com.rapidminer.tools.expression.FunctionInputException; import com.rapidminer.tools.expression.internal.SimpleExpressionEvaluator; import com.rapidminer.tools.expression.internal.function.AbstractFunction; /** * * A {@link Function} parsing a string to a number. * * @author Marcel Seifert * */ public class StringToNumerical extends AbstractFunction { /** * {@link NumericalToString} converts infinitys to a symbol, determined by * {@link Tools.FORMAT_SYMBOLS}. Use those strings to allow to recognize them when converting * back. */ private static final String POSITIVE_INFINITY_STRING = Tools.FORMAT_SYMBOLS.getInfinity(); private static final String NEGATIVE_INFINITY_STRING = Tools.FORMAT_SYMBOLS.getMinusSign() + Tools.FORMAT_SYMBOLS.getInfinity(); /** * Constructs an AbstractFunction with {@link FunctionDescription} generated from the arguments * and the function name generated from the description. */ public StringToNumerical() { super("conversion.parse", 1, Ontology.NUMERICAL); } @Override public ExpressionEvaluator compute(ExpressionEvaluator... inputEvaluators) { if (inputEvaluators.length != 1) { throw new FunctionInputException("expression_parser.function_wrong_input", getFunctionName(), 1, inputEvaluators.length); } ExpressionType type = getResultType(inputEvaluators); ExpressionEvaluator input = inputEvaluators[0]; return new SimpleExpressionEvaluator(makeDoubleCallable(input), type, isResultConstant(inputEvaluators)); } /** * Builds a DoubleCallable from one String input argument * * @param inputEvaluator * the input * @return the resulting callable<String> */ protected DoubleCallable makeDoubleCallable(final ExpressionEvaluator inputEvaluator) { final Callable<String> func = inputEvaluator.getStringFunction(); try { if (inputEvaluator.isConstant()) { final double result = compute(func.call()); return new DoubleCallable() { @Override public double call() throws Exception { return result; } }; } else { return new DoubleCallable() { @Override public double call() throws Exception { return compute(func.call()); } }; } } catch (ExpressionParsingException e) { throw e; } catch (Exception e) { throw new ExpressionParsingException(e); } } /** * Computes the result for one input String value. * * @param value * the string to parse * * @return the result of the computation. */ protected double compute(String value) { if (value != null) { try { return Double.parseDouble(value); } catch (NumberFormatException e) { // check if the value is positive or negative infinity as coming from {@link // NumericalToString} if (POSITIVE_INFINITY_STRING.equals(value)) { return Double.POSITIVE_INFINITY; } else if (NEGATIVE_INFINITY_STRING.equals(value)) { return Double.NEGATIVE_INFINITY; } return Double.NaN; } } return Double.NaN; } @Override protected ExpressionType computeType(ExpressionType... inputTypes) { ExpressionType input = inputTypes[0]; if (input == ExpressionType.STRING) { return ExpressionType.DOUBLE; } else { throw new FunctionInputException("expression_parser.function_wrong_type", getFunctionName(), "nominal"); } } }