/* This file is part of the Joshua Machine Translation System. * * Joshua is free software; you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as * published by the Free Software Foundation; either version 2.1 * of the License, or (at your option) any later version. * * This library 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 * Lesser General Public License for more details. * * You should have received a copy of the GNU Lesser General Public * License along with this library; if not, write to the Free * Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, * MA 02111-1307 USA */ package joshua.regression; import java.io.File; import java.io.FileNotFoundException; import java.io.IOException; import java.io.PrintStream; import java.util.Scanner; import java.util.logging.Level; import java.util.logging.Logger; import java.util.regex.Matcher; import java.util.regex.Pattern; import joshua.util.JoshuaEval; /** * Calculates the change in BLEU score between * two translation results. * * @author Lane Schwartz */ public class BleuRegression { /** Logger for this class. */ public static Logger logger = Logger.getLogger(BleuRegression.class.getName()); public static float getBleuResults(File results) throws FileNotFoundException { Scanner scanner = new Scanner(results); Pattern pattern = Pattern.compile("^BLEU = (.*)"); while (scanner.hasNextLine()) { String line = scanner.nextLine(); Matcher matcher = pattern.matcher(line); if (matcher.matches()) { return Float.valueOf(matcher.group(1)) * 100; } } throw new RuntimeException(); } public static float test(String priorResultsFile, String newResultsFile, String referencesFile, int refsPerSentence) throws IOException { PrintStream originalOut = System.out; File priorResults = File.createTempFile("prior", "bleu"); { PrintStream out = new PrintStream(priorResults); System.setOut(out); String[] args = { "-cand", priorResultsFile, "-format", "nbest", "-ref", referencesFile, "-rps", String.valueOf(refsPerSentence) }; JoshuaEval.main(args); out.flush(); out.close(); } float priorBleu = getBleuResults(priorResults); if (logger.isLoggable(Level.FINE)) logger.fine("Previous BLEU score: " + priorBleu); File newResults = File.createTempFile("current", "bleu"); { PrintStream out = new PrintStream(newResults); System.setOut(out); String[] args = { "-cand", newResultsFile, "-format", "nbest", "-ref", referencesFile, "-rps", String.valueOf(refsPerSentence) }; JoshuaEval.main(args); out.flush(); out.close(); } float newBleu = getBleuResults(newResults); if (logger.isLoggable(Level.FINE)) logger.fine("Current BLEU score: " + newBleu); System.setOut(originalOut); return newBleu - priorBleu; } public static void main(String[] args) throws NumberFormatException, IOException { if (args.length != 4) { System.err.println("Need four arguments"); } else { float results = test(args[0], args[1], args[2], Integer.valueOf(args[3])); if (logger.isLoggable(Level.INFO)) logger.info("BLEU score change: " + results); } } }