/* *********************************************************************** * Copyright (C) 2005-2010, International Business Machines * * Corporation and others. All Rights Reserved. * *********************************************************************** * */ package com.ibm.icu.dev.tool.charsetdet.sbcs; import java.io.FileOutputStream; import java.io.IOException; import java.io.PrintStream; import java.util.ArrayList; import java.util.Arrays; import java.util.Collections; import java.util.Iterator; import java.util.List; import com.ibm.icu.impl.Utility; /** * @author emader * * TODO To change the template for this generated type comment go to * Window - Preferences - Java - Code Style - Code Templates */ public class StatisticsTool implements NGramParser.NGramParserClient, NGramList.NGramKeyMapper { /* TODO Make this usage string more sane. */ private static final String usageString = "\nUsage: StatisticsTool [OPTIONS] [FILES]\n\n" + "This program will read in a Unicode text file of text in a particular language\n" + "and compute the statistics needed to detected that language and character set.\n " + "Options:\n" + "-e specify the target encoding\n" + "-h or -? print this usage text.\n" + "-v also generate statistics for visual order.\n" + "-l only generate statistics for logical order (cancel -v)." + "-c run the checker.\n" + "-t run the encoding test.\n" + "example: com.ibm.icu.dev.tool.charset.StatisticsTool -e 8859-1 Spanish.txt"; private static final int BUFFER_SIZE = 1024; private char[] buffer; private int bufIndex; private int bufMax; private InputFile inputFile; private NGramList ngrams; private static byte[] allBytes = { (byte) 0x00, (byte) 0x01, (byte) 0x02, (byte) 0x03, (byte) 0x04, (byte) 0x05, (byte) 0x06, (byte) 0x07, (byte) 0x08, (byte) 0x09, (byte) 0x0A, (byte) 0x0B, (byte) 0x0C, (byte) 0x0D, (byte) 0x0E, (byte) 0x0F, (byte) 0x10, (byte) 0x11, (byte) 0x12, (byte) 0x13, (byte) 0x14, (byte) 0x15, (byte) 0x16, (byte) 0x17, (byte) 0x18, (byte) 0x19, (byte) 0x1A, (byte) 0x1B, (byte) 0x1C, (byte) 0x1D, (byte) 0x1E, (byte) 0x1F, (byte) 0x20, (byte) 0x21, (byte) 0x22, (byte) 0x23, (byte) 0x24, (byte) 0x25, (byte) 0x26, (byte) 0x27, (byte) 0x28, (byte) 0x29, (byte) 0x2A, (byte) 0x2B, (byte) 0x2C, (byte) 0x2D, (byte) 0x2E, (byte) 0x2F, (byte) 0x30, (byte) 0x31, (byte) 0x32, (byte) 0x33, (byte) 0x34, (byte) 0x35, (byte) 0x36, (byte) 0x37, (byte) 0x38, (byte) 0x39, (byte) 0x3A, (byte) 0x3B, (byte) 0x3C, (byte) 0x3D, (byte) 0x3E, (byte) 0x3F, (byte) 0x40, (byte) 0x41, (byte) 0x42, (byte) 0x43, (byte) 0x44, (byte) 0x45, (byte) 0x46, (byte) 0x47, (byte) 0x48, (byte) 0x49, (byte) 0x4A, (byte) 0x4B, (byte) 0x4C, (byte) 0x4D, (byte) 0x4E, (byte) 0x4F, (byte) 0x50, (byte) 0x51, (byte) 0x52, (byte) 0x53, (byte) 0x54, (byte) 0x55, (byte) 0x56, (byte) 0x57, (byte) 0x58, (byte) 0x59, (byte) 0x5A, (byte) 0x5B, (byte) 0x5C, (byte) 0x5D, (byte) 0x5E, (byte) 0x5F, (byte) 0x60, (byte) 0x61, (byte) 0x62, (byte) 0x63, (byte) 0x64, (byte) 0x65, (byte) 0x66, (byte) 0x67, (byte) 0x68, (byte) 0x69, (byte) 0x6A, (byte) 0x6B, (byte) 0x6C, (byte) 0x6D, (byte) 0x6E, (byte) 0x6F, (byte) 0x70, (byte) 0x71, (byte) 0x72, (byte) 0x73, (byte) 0x74, (byte) 0x75, (byte) 0x76, (byte) 0x77, (byte) 0x78, (byte) 0x79, (byte) 0x7A, (byte) 0x7B, (byte) 0x7C, (byte) 0x7D, (byte) 0x7E, (byte) 0x7F, (byte) 0x80, (byte) 0x81, (byte) 0x82, (byte) 0x83, (byte) 0x84, (byte) 0x85, (byte) 0x86, (byte) 0x87, (byte) 0x88, (byte) 0x89, (byte) 0x8A, (byte) 0x8B, (byte) 0x8C, (byte) 0x8D, (byte) 0x8E, (byte) 0x8F, (byte) 0x90, (byte) 0x91, (byte) 0x92, (byte) 0x93, (byte) 0x94, (byte) 0x95, (byte) 0x96, (byte) 0x97, (byte) 0x98, (byte) 0x99, (byte) 0x9A, (byte) 0x9B, (byte) 0x9C, (byte) 0x9D, (byte) 0x9E, (byte) 0x9F, (byte) 0xA0, (byte) 0xA1, (byte) 0xA2, (byte) 0xA3, (byte) 0xA4, (byte) 0xA5, (byte) 0xA6, (byte) 0xA7, (byte) 0xA8, (byte) 0xA9, (byte) 0xAA, (byte) 0xAB, (byte) 0xAC, (byte) 0xAD, (byte) 0xAE, (byte) 0xAF, (byte) 0xB0, (byte) 0xB1, (byte) 0xB2, (byte) 0xB3, (byte) 0xB4, (byte) 0xB5, (byte) 0xB6, (byte) 0xB7, (byte) 0xB8, (byte) 0xB9, (byte) 0xBA, (byte) 0xBB, (byte) 0xBC, (byte) 0xBD, (byte) 0xBE, (byte) 0xBF, (byte) 0xC0, (byte) 0xC1, (byte) 0xC2, (byte) 0xC3, (byte) 0xC4, (byte) 0xC5, (byte) 0xC6, (byte) 0xC7, (byte) 0xC8, (byte) 0xC9, (byte) 0xCA, (byte) 0xCB, (byte) 0xCC, (byte) 0xCD, (byte) 0xCE, (byte) 0xCF, (byte) 0xD0, (byte) 0xD1, (byte) 0xD2, (byte) 0xD3, (byte) 0xD4, (byte) 0xD5, (byte) 0xD6, (byte) 0xD7, (byte) 0xD8, (byte) 0xD9, (byte) 0xDA, (byte) 0xDB, (byte) 0xDC, (byte) 0xDD, (byte) 0xDE, (byte) 0xDF, (byte) 0xE0, (byte) 0xE1, (byte) 0xE2, (byte) 0xE3, (byte) 0xE4, (byte) 0xE5, (byte) 0xE6, (byte) 0xE7, (byte) 0xE8, (byte) 0xE9, (byte) 0xEA, (byte) 0xEB, (byte) 0xEC, (byte) 0xED, (byte) 0xEE, (byte) 0xEF, (byte) 0xF0, (byte) 0xF1, (byte) 0xF2, (byte) 0xF3, (byte) 0xF4, (byte) 0xF5, (byte) 0xF6, (byte) 0xF7, (byte) 0xF8, (byte) 0xF9, (byte) 0xFA, (byte) 0xFB, (byte) 0xFC, (byte) 0xFD, (byte) 0xFE, (byte) 0xFF }; /** * */ public StatisticsTool() { buffer = new char[BUFFER_SIZE]; buffer[0] = ' '; bufIndex = 0; bufMax = 1; } private static void usage() { System.out.println(usageString); } // private static void exceptionError(Exception e) // { // System.err.println("ioError: " + e.toString()); // } private int nextBuffer(InputFile inputFileArg) { bufIndex = 0; return inputFileArg.read(buffer); } public char nextChar() { if (bufIndex >= bufMax) { bufMax = nextBuffer(inputFile); } if (bufMax < 0) { return 0; } return buffer[bufIndex++]; } public void handleNGram(String key) { ngrams.put(key); } public Object mapKey(String key) { return key; } private NGramList dumpNGrams() { String filename = inputFile.getPath(); int extension = filename.lastIndexOf("."); String outputFileName = filename.substring(0, extension) + ".raw" + filename.substring(extension); PrintStream output; double cumulative = 0; try { output = new PrintStream( new FileOutputStream(outputFileName), true, "UTF8"); } catch (IOException e) { System.out.println("? Could not open " + outputFileName + " for writing."); return null; } System.out.println(inputFile.getFilename() + ": " + ngrams.getUniqueNGrams() + "/" + ngrams.getTotalNGrams()); ArrayList array = new ArrayList(ngrams.values()); Collections.sort(array); NGramList stats = new NGramList(inputFile); int count = 0; int totalNGrams = ngrams.getTotalNGrams(); for (Iterator it = array.iterator(); it.hasNext(); count += 1) { NGramList.NGram ngram = (NGramList.NGram) it.next(); String value = ngram.getValue(); int refCount = ngram.getRefCount(); double ratio = (double) refCount / totalNGrams * 100.0; cumulative += ratio; // TODO check should be count < max && cumulative < maxPercent if (count < 64) { stats.put(value); } output.println(value + "\t" + refCount + "\t" + ratio + "%\t" + cumulative + "%"); } output.close(); return stats; } private void writeStatistics(ArrayList keyList, boolean visual) { String filename = inputFile.getPath(); int extension = filename.lastIndexOf("."); String outputFileName = filename.substring(0, extension) + "-" + inputFile.getEncoding() + (visual? "-visual.dat" : ".dat"); PrintStream output; try { output = new PrintStream( new FileOutputStream(outputFileName), true, "ASCII"); } catch (IOException e) { System.out.println("? Could not open " + outputFileName + " for writing."); return; } int i = 0; output.print(" private static int[] ngrams = {"); for (Iterator it = keyList.iterator(); it.hasNext(); i += 1) { Integer ngram = (Integer) it.next(); if (i % 16 == 0) { output.print("\n "); } output.print("0x" + Utility.hex(ngram.intValue(), 6) + ", "); } output.println("\n };\n"); /* * Generate the byte map */ char[] unicodes = inputFile.decode(allBytes); for (int b = 0; b < 256; b += 1) { char unicode = unicodes[b]; int charClass = NGramParser.getCharClass(unicode); switch (charClass) { case NGramParser.C_LETTER: unicodes[b] = Character.toLowerCase(unicode); break; case NGramParser.C_PUNCT: unicodes[b] = ' '; break; case NGramParser.C_IGNORE: default: unicodes[b] = '\0'; } } byte[] byteMap = inputFile.encode(unicodes); output.print(" private static byte[] byteMap = {"); for (int b = 0; b < 256; b += 1) { if (b % 8 == 0) { output.print("\n "); } output.print("(byte) 0x" + Utility.hex(byteMap[b] & 0xFF, 2) + ", "); } output.println("\n };"); } public NGramList collectStatistics(InputFile file) { if (!file.open()) { return null; } inputFile = file; NGramParser parser = new NGramParser(this); ngrams = new NGramList(this); parser.parse(); file.close(); NGramList stats = dumpNGrams(); ArrayList statKeys = new ArrayList(stats.keys()); Collections.sort(statKeys); writeStatistics(statKeys, false); if (inputFile.getVisualOrder()) { ArrayList reversed = new ArrayList(statKeys.size()); for (Iterator it = statKeys.iterator(); it.hasNext();) { Integer key = (Integer) it.next(); int k = key.intValue(); int r = 0; while (k != 0) { r = (r << 8) | (k & 0xFF); k >>= 8; } reversed.add(new Integer(r)); } Collections.sort(reversed); writeStatistics(reversed, true); } return stats; } public static void main(String[] args) { List list = Arrays.asList(args); InputFile[] input_files = new InputFile[args.length]; int file_count = 0; String encoding = null; boolean run_checker = false; boolean encoding_test = false; boolean visual_order = false; for (Iterator it = list.iterator(); it.hasNext(); /*anything?*/) { String arg = (String) it.next(); if (arg.equals("-v")) { visual_order = true; } else if (arg.equals("-l")) { visual_order = false; } else if (arg.equals("-c")) { run_checker = true; } else if (arg.equals("-t")) { encoding_test = true; } else if (arg.equals("-e")) { if (it.hasNext()) { encoding = (String) it.next(); } else { System.err.println("Error: missing encoding."); } } else if (arg.startsWith("-")) { if (! (arg.equals("-h") || arg.equals("-?"))) { System.err.println("Error: unknown option " + arg); } usage(); } else { input_files[file_count++] = new InputFile(arg, encoding, visual_order); } } if(file_count == 0){ System.err.println("Error: there are no files to process."); usage(); } StatisticsTool tool = new StatisticsTool(); Checker[] checkers = new Checker[file_count]; for(int i = 0; i < file_count; i += 1) { InputFile file = input_files[i]; checkers[i] = new Checker(tool.collectStatistics(file), file); } System.out.println(); /** * Checkers */ if (run_checker) { for(int c = 0; c < file_count; c += 1) { Checker checker = checkers[c]; for(int f = 0; f < file_count; f += 1) { checker.check(input_files[f]); } } } /* * Detection test */ if (encoding_test) { char[] buffer = new char[128]; System.out.println("Detection test"); for (int f = 0; f < file_count; f += 1) { InputFile file = input_files[f]; int[] histogram = new int[file_count]; int charCount, misses = 0; System.out.println(file.getFilename() + "(" + file.getEncoding() + "):"); file.open(); for (int c = 0; c < file_count; c += 1) { checkers[c].setMapper(file); } // for each buffer // for each checker // call checkBuffer, save score // find highest score, update histogram for that checker // show checker histogram while ((charCount = file.read(buffer)) > 0) { int[] scores = new int[file_count]; int bestFit = -1, maxScore = 0; for (int c = 0; c < file_count; c += 1) { scores[c] = checkers[c].checkBuffer(buffer, charCount); } for (int c = 0; c < file_count; c += 1) { int score = scores[c]; if (score > maxScore) { maxScore = score; bestFit = c; } } if (bestFit >= 0) { histogram[bestFit] += 1; } else { misses += 1; } } for (int c = 0; c < file_count; c += 1) { System.out.println(" " + checkers[c].getLanguage() + ": " + histogram[c]); } if (misses > 0) { System.out.println(" NONE: " + misses); } System.out.println(); } } } }