diff options
author | Jehan <jehan@girinstud.io> | 2021-03-18 17:51:22 +0100 |
---|---|---|
committer | Jehan <jehan@girinstud.io> | 2022-12-14 00:23:13 +0100 |
commit | 629bc879f32fbe5065295f88836bb75367936dc8 (patch) | |
tree | fdf220655f05410a6d4f0e9de698c38e9425f4f0 | |
parent | 0d152ff4309be82a22c5d968fba210aa2359ab02 (diff) |
script, src: add generic Korean model.
Until now, Korean charsets had its own probers as there are no
single-byte encoding for writing Korean. I now added a Korean model only
for the generic character and sequence statistics.
I also improved the generation script (script/BuildLangModel.py) to
allow for languages without single-byte charset generation and to
provide meaningful statistics even when the language script has a lot of
characters (so we can't have a full sequence combination array, just too
much data). It's not perfect yet. For instance our UTF-8 Korean test
file ends up with confidence of 0.38503, which is low for obvious Korean
text. Still it works (correctly detected, with top confidence compared
to others) and is a first step toward more improvement for detection
confidence.
-rwxr-xr-x | script/BuildLangModel.py | 173 | ||||
-rw-r--r-- | script/BuildLangModelLogs/LangKoreanModel.log | 701 | ||||
-rw-r--r-- | script/langs/ko.py | 73 | ||||
-rw-r--r-- | src/CMakeLists.txt | 1 | ||||
-rw-r--r-- | src/LangModels/LangKoreanModel.cpp | 1312 | ||||
-rw-r--r-- | src/nsLanguageDetector.h | 1 | ||||
-rw-r--r-- | src/nsMBCSGroupProber.cpp | 1 | ||||
-rw-r--r-- | src/nsMBCSGroupProber.h | 2 |
8 files changed, 2223 insertions, 41 deletions
diff --git a/script/BuildLangModel.py b/script/BuildLangModel.py index f7e6243..c76e46f 100755 --- a/script/BuildLangModel.py +++ b/script/BuildLangModel.py @@ -115,6 +115,10 @@ if not hasattr(lang, 'custom_case_mapping'): lang.custom_case_mapping = None if not hasattr(lang, 'alphabet') or lang.alphabet is None: lang.alphabet = None +if not hasattr(lang, 'unicode_ranges') or lang.unicode_ranges is None: + lang.unicode_ranges = None +if not hasattr(lang, 'frequent_ranges') or lang.frequent_ranges is None: + lang.frequent_ranges = None def local_lowercase(text, lang): lowercased = '' @@ -151,6 +155,28 @@ if lang.alphabet is not None: #alphabet.append(l) lang.alphabet = list(set(lang.alphabet)) +def normalize_codepoint_ranges(input_range): + output_range = [] + if input_range is not None: + for start, end in input_range: + # Allow to write down characters rather than unicode values. + if isinstance(start, str): + start = ord(start) + if isinstance(end, str): + end = ord(end) + if not isinstance(start, int) or not isinstance(end, int): + sys.stderr.write("Expected unicode range in char or int: {}-{}.\n".format(start, end)) + if start > end: + sys.stderr.write("Wrong unicode range: {}-{}.\n".format(start, end)) + else: + output_range += [(start, end)] + if len(output_range) == 0: + output_range = None + return output_range + +lang.unicode_ranges = normalize_codepoint_ranges(lang.unicode_ranges) +lang.frequent_ranges = normalize_codepoint_ranges(lang.frequent_ranges) + # Starting processing. wikipedia.set_lang(lang.wikipedia_code) @@ -187,10 +213,17 @@ def process_text(content, lang): # In python 3, strings are UTF-8. # Looping through them return expected characters. for char in content: + unicode_value = ord(char) is_letter = False - if ord(char) in characters: - characters[ord(char)] += 1 + if unicode_value in characters: + characters[unicode_value] += 1 is_letter = True + elif lang.unicode_ranges is not None: + for start, end in lang.unicode_ranges: + if unicode_value >= start and unicode_value <= end: + characters[unicode_value] = 1 + is_letter = True + break else: # We save the character if it is at least in one of the # language encodings and its not a special character. @@ -221,16 +254,16 @@ def process_text(content, lang): # Not sure if that is a bug or expected. codepoint = ord(codepoint) if charsets[charset].charmap[codepoint] == LET: - characters[ord(char)] = 1 + characters[unicode_value] = 1 is_letter = True break if is_letter: if prev_char is not None: - if (prev_char, ord(char)) in sequences: - sequences[(prev_char, ord(char))] += 1 + if (prev_char, unicode_value) in sequences: + sequences[(prev_char, unicode_value)] += 1 else: - sequences[(prev_char, ord(char))] = 1 - prev_char = ord(char) + sequences[(prev_char, unicode_value)] = 1 + prev_char = unicode_value else: prev_char = None @@ -329,15 +362,23 @@ accumulated_ratios = 0 # If there is an alphabet, we make sure all the alphabet characters are in the # frequent list, and we stop then. There may therefore be more or less than # 64 frequent characters depending on the language. -if lang.alphabet is None: +logfd.write('\nMost Frequent characters:') +if lang.alphabet is None and lang.frequent_ranges is None: freq_count = 64 -else: + for order, (char, ratio) in enumerate(sorted_ratios): + if order >= freq_count: + break + logfd.write("\n[{:2}] Char {}: {} %".format(order, chr(char), ratio * 100)) + accumulated_ratios += ratio +elif lang.alphabet is not None: freq_count = 0 for order, (char, ratio) in enumerate(sorted_ratios): if len(lang.alphabet) == 0: break if chr(char) in lang.alphabet: lang.alphabet.remove(chr(char)) + logfd.write("\n[{:2}] Char {}: {} %".format(order, chr(char), ratio * 100)) + accumulated_ratios += ratio freq_count += 1 else: if len(lang.alphabet) > 0: @@ -345,13 +386,36 @@ else: "\n Please check the configuration or the data." "\n Missing characters: {}".format(", ".join(lang.alphabet))) exit(1) - -logfd.write('\nFirst {} characters:'.format(freq_count)) -for order, (char, ratio) in enumerate(sorted_ratios): - if order >= freq_count: +elif lang.frequent_ranges is not None: + freq_count = 0 + non_freq_counter = 0 + non_freq_ratio = 0 + for order, (char, ratio) in enumerate(sorted_ratios): + for start, end in lang.frequent_ranges: + if char >= start and char <= end: + freq_count += 1 + non_freq_counter = 0 + non_freq_ratio = 0 + accumulated_ratios += ratio + logfd.write("\n[{:2}] Char {}: {} %".format(order, chr(char), ratio * 100)) + break + else: + if non_freq_counter >= 2: + # We don't try to get necessarily the whole range, but break + # when we are getting into known non-frequent area. + freq_count -= non_freq_counter + accumulated_ratios -= non_freq_ratio + break + freq_count += 1 + accumulated_ratios += ratio + + non_freq_counter += 1 + non_freq_ratio += ratio + if accumulated_ratios >= 0.99: + if non_freq_counter > 0: + freq_count -= non_freq_counter + accumulated_ratios -= non_freq_ratio break - logfd.write("\n[{:2}] Char {}: {} %".format(order, chr(char), ratio * 100)) - accumulated_ratios += ratio logfd.write("\n\nThe first {} characters have an accumulated ratio of {}.\n".format(freq_count, accumulated_ratios)) @@ -508,37 +572,66 @@ c_code += CTOM_str ratios = {} occurrences = sum(sequences.values()) -ratio_512 = 0 -ratio_1024 = 0 +accumulated_seq_count = 0 +order_3 = -1 +order_2 = -1 +ratio_3 = -1 +ratio_2 = -1 +count_512 = -1 +count_1024 = -1 sorted_seqs = sorted(sequences.items(), key=operator.itemgetter(1), reverse=True) for order, ((c1, c2), count) in enumerate(sorted_seqs): - if order < 512: - ratio_512 += count - elif order < 1024: - ratio_1024 += count - else: - break -ratio_512 /= occurrences -ratio_1024 /= occurrences + accumulated_seq_count += count + if order_3 == -1 and accumulated_seq_count / occurrences >= 0.995: + order_3 = order + ratio_3 = accumulated_seq_count / occurrences + elif order_2 == -1 and accumulated_seq_count / occurrences >= 0.999: + order_2 = order + ratio_2 = accumulated_seq_count / occurrences + if order < 512: + count_512 += count + elif order < 1024: + count_1024 += count + + if order_3 != -1 and order_2 != -1: + break + +if order_3 == -1 or order_2 == -1: + # This would probably never happens. It would require a language with + # very few possible sequences and each of the sequences are widely + # used. Just add this code for completio, but it won't likely ever be + # run. + order_2 = 512 + order_3 = 1024 + ratio_2 = count_512 / occurrences + ratio_3 = count_1024 / occurrences logfd.write("\n{} sequences found.\n".format(len(sorted_seqs))) c_code += """ /* Model Table: - * Total sequences: {} - * First 512 sequences: {} - * Next 512 sequences (512-1024): {} - * Rest: {} + * Total considered sequences: {} / {} + * - Positive sequences: first {} ({}) + * - Probable sequences: next {} ({}-{}) ({}) + * - Neutral sequences: last {} ({}) + * - Negative sequences: {} (off-ratio) * Negative sequences: TODO""".format(len(sorted_seqs), - ratio_512, - ratio_1024, - 1 - ratio_512 - ratio_1024) - -logfd.write("\nFirst 512 (typical positive ratio): {}".format(ratio_512)) -logfd.write("\nNext 512 (512-1024): {}".format(ratio)) -logfd.write("\nRest: {}".format(1 - ratio_512 - ratio_1024)) + freq_count * freq_count, + order_3, ratio_3, + order_2 - order_3, + order_2, order_3, + ratio_2 - ratio_3, + freq_count * freq_count - order_2, + 1 - ratio_2, + freq_count * freq_count - len(sorted_seqs)) + +logfd.write("\nFirst {} (typical positive ratio): {}".format(order_3, ratio_3)) +logfd.write("\nNext {} ({}-{}): {}".format(order_2 - order_3, + order_2, order_3, + ratio_2 - ratio_3)) +logfd.write("\nRest: {}".format(1 - ratio_2)) c_code += "\n */\n" @@ -558,9 +651,9 @@ for line in range(0, freq_count): if (first_char, second_char) in sequences: for order, (seq, _) in enumerate(sorted_seqs): if seq == (first_char, second_char): - if order < 512: + if order < order_3: LM_str += '3,' - elif order < 1024: + elif order < order_2: LM_str += '2,' else: LM_str += '1,' @@ -583,7 +676,7 @@ for charset in charsets: SM_str += '\n{\n ' SM_str += '{}_CharToOrderMap,\n {}LangModel,'.format(charset_c, language_c) SM_str += '\n {},'.format(freq_count) - SM_str += '\n (float){},'.format(ratio_512) + SM_str += '\n (float){},'.format(ratio_2) SM_str += '\n {},'.format('PR_TRUE' if lang.use_ascii else 'PR_FALSE') SM_str += '\n "{}",'.format(charset) SM_str += '\n "{}"'.format(lang.code) @@ -597,7 +690,7 @@ SM_str += '\n Unicode_CharOrder,' SM_str += '\n {},'.format(len(sorted_chars)) # Order is wrong! SM_str += '\n {}LangModel,'.format(language_c) SM_str += '\n {},'.format(freq_count) -SM_str += '\n (float){},'.format(ratio_512) +SM_str += '\n (float){},'.format(accumulated_ratios) SM_str += '\n};' c_code += SM_str diff --git a/script/BuildLangModelLogs/LangKoreanModel.log b/script/BuildLangModelLogs/LangKoreanModel.log new file mode 100644 index 0000000..ec5fc0a --- /dev/null +++ b/script/BuildLangModelLogs/LangKoreanModel.log @@ -0,0 +1,701 @@ += Logs of language model for Korean (ko) = + +- Generated by BuildLangModel.py +- Started: 2021-03-18 21:59:02.887978 +- Maximum depth: 4 +- Max number of pages: 100 + +== Parsed pages == + +칼리스토_(위성) (revision 28961393) +1610년 (revision 28556414) +1월 7일 (revision 28876047) +2003년 12월 (revision 23976672) +2009년 목성 충돌사건 (revision 27323048) +2010년 목성 충돌사건 (revision 27323048) +2차 충돌구 (revision 28946595) +D형 소행성 (revision 28394092) +GND (식별자) (revision 28475536) +HD 209458 b (revision 28560349) +H 콘드라이트 (revision 28394899) +LCCN (식별자) (revision 19573947) +S/2003 J 10 (revision 25753708) +S/2003 J 12 (revision 26400377) +S/2003 J 16 (revision 28763186) +S/2003 J 2 (revision 25753708) +S/2003 J 23 (revision 25753708) +S/2003 J 4 (revision 25753708) +S/2003 J 9 (revision 26400377) +S/2015 (136472) 1 (revision 25714103) +SMARA (revision 24063296) +VIAF (식별자) (revision 27137907) +WorldCat Identities (식별자) (revision 27521768) +가니메데 (위성) (revision 28631891) +가속도 (revision 28183524) +갈릴레오 (우주선) (revision 27368796) +갈릴레오 갈릴레이 (revision 27826096) +갈릴레이 위성 (revision 28669230) +강착 (revision 26422060) +개주기 함수 (revision 28695336) +겉보기등급 (revision 28040769) +고물 카테나 (revision 23226141) +고전적 카이퍼대 천체 (revision 26313323) +공전 주기 (revision 22619799) +관성 모멘트 (revision 28070982) +구조적 융기 (revision 27745126) +궤도 경사 (revision 25327996) +궤도 공명 (revision 27567384) +궤도 이심률 (revision 26995575) +규산염 (revision 22359319) +규소 (revision 28601546) +규칙 위성 (revision 20613029) +그램 (revision 26373186) +그리스 신화 (revision 28186023) +그리스어 (revision 28615929) +근적외선 (revision 27650322) +근지구 소행성 (revision 28435841) +금성 (revision 28157143) +금성의 대기 (revision 28434028) +기반암 (revision 25928764) +기압 (revision 27417925) +긴반지름 (revision 22347233) +네레이드 (위성) (revision 26499827) +녹는점 (revision 23970478) +뇨르드 (충돌구) (revision 26331003) +뉴 허라이즌스 (revision 28462690) +뉴욕 타임스 (revision 27647761) +능선 (revision 27745126) +다모클레스군 (revision 25456157) +단층애 (revision 19923354) +달 (revision 28918055) +달의 대기 (revision 28533295) +대기권 (revision 28369550) +대기압 (revision 27645730) +대류 (revision 27653974) +대적점 (revision 28897867) +도 (각도) (revision 26551438) +도 (충돌구) (revision 25843212) +디스노미아 (위성) (revision 28921686) +디아 (위성) (revision 26367850) +디오네 (위성) (revision 28934552) +디지털 객체 식별자 (revision 27657635) +라플라스-P (revision 28591454) +레다 (위성) (revision 26682939) +레아 (위성) (revision 28593029) +로픈 (충돌구) (revision 27645834) +리시테아 (위성) (revision 26682938) +림 (충돌구) (revision 27645834) +마그네슘 (revision 27661919) +마이크로미터 (revision 28705367) +마케마케 (왜행성) (revision 26405503) +맨틀 (revision 28942503) +메가클리테 (revision 28907421) +메티스 (위성) (revision 23978022) +명왕성 (revision 28921751) +명왕성의 위성 (revision 28903818) +명왕성족 (revision 27553778) +명왕성형 천체 (revision 27268668) +목성 (revision 28958627) +목성 LI (revision 28891035) +목성 LII (revision 28903781) +목성 LIV (revision 28903781) +목성 LIX (revision 28903781) +목성 LV (revision 28903781) +목성 LVI (revision 28903781) +목성 LXI (revision 28903781) +목성 LXIII (revision 28903781) +목성 LXIV (revision 28903781) +목성 LXIX (revision 28903781) +목성 LXVI (revision 28903781) + +== End of Parsed pages == + +- Wikipedia parsing ended at: 2021-03-18 22:02:04.863862 + +1048 characters appeared 222213 times. + +Most Frequent characters: +[ 0] Char 이: 3.8089580717599785 % +[ 1] Char 다: 3.088028153168356 % +[ 2] Char 의: 2.860318703226184 % +[ 3] Char 성: 2.408049934072264 % +[ 4] Char 는: 2.3108459001048542 % +[ 5] Char 에: 2.287444928964552 % +[ 6] Char 로: 1.8288758983497817 % +[ 7] Char 은: 1.5381638337991026 % +[ 8] Char 하: 1.5287134416078267 % +[ 9] Char 가: 1.5017123210613241 % +[10] Char 지: 1.470211013757071 % +[11] Char 을: 1.3694068303834608 % +[12] Char 기: 1.2281009661900968 % +[13] Char 도: 1.188499322721893 % +[14] Char 고: 1.1835491172883674 % +[15] Char 한: 1.1565479967418648 % +[16] Char 위: 1.079144784508557 % +[17] Char 서: 1.0746445977508066 % +[18] Char 스: 0.9832908065684727 % +[19] Char 으: 0.9607898727797203 % +[20] Char 리: 0.9256884160692669 % +[21] Char 어: 0.8482852038359592 % +[22] Char 대: 0.8446850544297588 % +[23] Char 들: 0.8118336910981806 % +[24] Char 있: 0.7902327946609784 % +[25] Char 사: 0.7560313753020751 % +[26] Char 를: 0.7555813566263 % +[27] Char 과: 0.7078793769941453 % +[28] Char 아: 0.6979789661270943 % +[29] Char 되: 0.6610774347135406 % +[30] Char 전: 0.6480268931160643 % +[31] Char 일: 0.6475768744402892 % +[32] Char 년: 0.6187756791906864 % +[33] Char 시: 0.6079752309720853 % +[34] Char 인: 0.5908745212926336 % +[35] Char 그: 0.5872743718864333 % +[36] Char 해: 0.5872743718864333 % +[37] Char 목: 0.5661234941250062 % +[38] Char 수: 0.5656734754492312 % +[39] Char 라: 0.5616233073672557 % +[40] Char 적: 0.5449726163635791 % +[41] Char 나: 0.5382223362269534 % +[42] Char 구: 0.533272130793428 % +[43] Char 주: 0.5251717946294772 % +[44] Char 자: 0.523821738602152 % +[45] Char 정: 0.5080710849500254 % +[46] Char 부: 0.49367048732522395 % +[47] Char 었: 0.4792698897004226 % +[48] Char 소: 0.44236835828686893 % +[49] Char 보: 0.43606809682601827 % +[50] Char 우: 0.43291796609559297 % +[51] Char 레: 0.432467947419818 % +[52] Char 발: 0.4243676112558671 % +[53] Char 행: 0.4243676112558671 % +[54] Char 여: 0.4054668268733152 % +[55] Char 며: 0.4050168081975402 % +[56] Char 와: 0.4036667521702151 % +[57] Char 면: 0.39556641600626424 % +[58] Char 명: 0.3802657810299127 % +[59] Char 된: 0.37801568765103755 % +[60] Char 화: 0.3775656689752625 % +[61] Char 만: 0.36721523943243645 % +[62] Char 중: 0.3667652207566614 % +[63] Char 상: 0.35146458578030987 % +[64] Char 공: 0.3478644363741095 % +[65] Char 것: 0.34516432431945926 % +[66] Char 오: 0.342464212264809 % +[67] Char 원: 0.3366139694797334 % +[68] Char 궤: 0.33391385742508317 % +[69] Char 마: 0.32941367066733274 % +[70] Char 문: 0.3285136333157826 % +[71] Char 계: 0.32581352126113233 % +[72] Char 유: 0.32176335317915694 % +[73] Char 제: 0.3190632411245067 % +[74] Char 영: 0.31771318509718155 % +[75] Char 장: 0.31546309171830633 % +[76] Char 양: 0.3064627182028054 % +[77] Char 국: 0.3060126995270304 % +[78] Char 게: 0.3051126621754803 % +[79] Char 관: 0.3042126248239302 % +[80] Char 니: 0.3033125874723801 % +[81] Char 였: 0.2992624193904047 % +[82] Char 데: 0.2965623073357544 % +[83] Char 경: 0.29431221395687923 % +[84] Char 체: 0.29296215792955405 % +[85] Char 분: 0.292512139253779 % +[86] Char 동: 0.29161210190222897 % +[87] Char 반: 0.28081165368362787 % +[88] Char 름: 0.27721150427742747 % +[89] Char 신: 0.27721150427742747 % +[90] Char 진: 0.27046122414080187 % +[91] Char 비: 0.2695611867892517 % +[92] Char 세: 0.2664110560588265 % +[93] Char 갈: 0.2659610373830514 % +[94] Char 태: 0.2632609253284011 % +[95] Char 음: 0.2610108319495259 % +[96] Char 했: 0.2556106078402254 % +[97] Char 월: 0.2556106078402254 % +[98] Char 메: 0.25201045843402503 % +[99] Char 작: 0.25111042108247494 % +[100] Char 형: 0.24931034637937474 % +[101] Char 견: 0.24841030902782463 % +[102] Char 릴: 0.24796029035204964 % +[103] Char 모: 0.24661023432472448 % +[104] Char 학: 0.24526017829739932 % +[105] Char 선: 0.24481015962162428 % +[106] Char 용: 0.2439101222700742 % +[107] Char 러: 0.24211004756697405 % +[108] Char 각: 0.241660028891199 % +[109] Char 천: 0.2385098981607737 % +[110] Char 크: 0.2358097861061234 % +[111] Char 미: 0.23535976743034837 % +[112] Char 연: 0.23310967405147315 % +[113] Char 점: 0.2308595806725979 % +[114] Char 트: 0.22815946861794767 % +[115] Char 토: 0.22590937523907242 % +[116] Char 물: 0.22590937523907242 % +[117] Char 역: 0.22590937523907242 % +[118] Char 때: 0.2236592818601972 % +[119] Char 거: 0.22230922583287208 % +[120] Char 표: 0.22095916980554692 % +[121] Char 간: 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Char 즉: 0.018900784382551876 % +[418] Char 억: 0.018900784382551876 % +[419] Char 청: 0.018900784382551876 % +[420] Char 혹: 0.018450765706776832 % +[421] Char 블: 0.018450765706776832 % +[422] Char 책: 0.018450765706776832 % +[423] Char 찬: 0.018450765706776832 % +[424] Char 곡: 0.018000747031001785 % +[425] Char 누: 0.018000747031001785 % +[426] Char 패: 0.018000747031001785 % +[427] Char 잘: 0.018000747031001785 % +[428] Char 림: 0.017550728355226742 % +[429] Char 검: 0.017550728355226742 % +[430] Char 채: 0.017550728355226742 % +[431] Char 녹: 0.017100709679451695 % +[432] Char 괴: 0.017100709679451695 % +[433] Char 십: 0.017100709679451695 % +[434] Char 글: 0.017100709679451695 % +[435] Char 빨: 0.017100709679451695 % +[436] Char 융: 0.016650691003676655 % +[437] Char 렸: 0.016650691003676655 % +[438] Char 길: 0.016650691003676655 % +[439] Char 삼: 0.016650691003676655 % +[440] Char 협: 0.016650691003676655 % +[441] Char 잃: 0.016650691003676655 % +[442] Char 병: 0.016650691003676655 % +[443] Char 옅: 0.016200672327901608 % +[444] Char 념: 0.015750653652126564 % +[445] Char 뜻: 0.015750653652126564 % +[446] Char 켜: 0.015300634976351517 % +[447] Char 걸: 0.015300634976351517 % +[448] Char 효: 0.015300634976351517 % +[449] Char 육: 0.015300634976351517 % +[450] Char 벨: 0.015300634976351517 % +[451] Char 업: 0.015300634976351517 % +[452] Char 숫: 0.014850616300576474 % +[453] Char 틴: 0.014850616300576474 % +[454] Char 잔: 0.014850616300576474 % +[455] Char 뒤: 0.014850616300576474 % +[456] Char 벽: 0.014400597624801429 % +[457] Char 벌: 0.014400597624801429 % +[458] Char 짧: 0.014400597624801429 % +[459] Char 륨: 0.014400597624801429 % +[460] Char 친: 0.013950578949026385 % +[461] Char 섭: 0.01350056027325134 % +[462] Char 톤: 0.01350056027325134 % +[463] Char 끌: 0.01350056027325134 % +[464] Char 애: 0.013050541597476296 % +[465] Char 눈: 0.013050541597476296 % +[466] Char 담: 0.013050541597476296 % +[467] Char 캐: 0.013050541597476296 % +[468] Char 끝: 0.013050541597476296 % +[469] Char 턴: 0.01260052292170125 % +[470] Char 희: 0.01260052292170125 % +[471] Char 략: 0.01260052292170125 % +[472] Char 떤: 0.01260052292170125 % +[473] Char 깊: 0.012150504245926206 % +[474] Char 켰: 0.012150504245926206 % +[475] Char 렇: 0.012150504245926206 % +[476] Char 흡: 0.012150504245926206 % +[477] Char 겼: 0.012150504245926206 % +[478] Char 슈: 0.012150504245926206 % +[479] Char 빈: 0.012150504245926206 % +[480] Char 곽: 0.012150504245926206 % +[481] Char 앙: 0.012150504245926206 % +[482] Char 악: 0.012150504245926206 % +[483] Char 택: 0.012150504245926206 % +[484] Char 취: 0.012150504245926206 % +[485] Char 늄: 0.012150504245926206 % +[486] Char 찌: 0.01170048557015116 % +[487] Char 박: 0.01170048557015116 % +[488] Char 맞: 0.01170048557015116 % +[489] Char 앞: 0.01170048557015116 % +[490] Char 톨: 0.01170048557015116 % +[491] Char 렵: 0.01170048557015116 % +[492] Char 덮: 0.011250466894376115 % +[493] Char 펙: 0.011250466894376115 % +[494] Char 묘: 0.011250466894376115 % +[495] Char 쌍: 0.011250466894376115 % +[496] Char 덕: 0.010800448218601072 % +[497] Char 켈: 0.010800448218601072 % +[498] Char 엔: 0.010800448218601072 % +[499] Char 델: 0.010800448218601072 % +[500] Char 핀: 0.010800448218601072 % +[501] Char 힌: 0.010800448218601072 % +[502] Char 섬: 0.010800448218601072 % +[503] Char 씨: 0.010800448218601072 % +[504] Char 퇴: 0.010350429542826027 % +[505] Char 렌: 0.010350429542826027 % +[506] Char 웹: 0.010350429542826027 % +[507] Char 텐: 0.010350429542826027 % +[508] Char 섯: 0.010350429542826027 % +[509] Char 흑: 0.010350429542826027 % +[510] Char 큼: 0.009900410867050981 % +[511] Char 혼: 0.009900410867050981 % +[512] Char 써: 0.009900410867050981 % +[513] Char 슨: 0.009900410867050981 % +[514] Char 송: 0.009900410867050981 % +[515] Char 좌: 0.009900410867050981 % +[516] Char 덜: 0.009900410867050981 % +[517] Char 뀌: 0.009900410867050981 % +[518] Char 엘: 0.009900410867050981 % +[519] Char 텔: 0.009900410867050981 % +[520] Char 쪼: 0.009450392191275938 % +[521] Char 락: 0.009450392191275938 % +[522] Char 겉: 0.009450392191275938 % +[523] Char 렀: 0.009450392191275938 % +[524] Char 욕: 0.009450392191275938 % +[525] Char 힐: 0.009450392191275938 % +[526] Char 떠: 0.009000373515500893 % +[527] Char 널: 0.009000373515500893 % +[528] Char 콘: 0.009000373515500893 % +[529] Char 램: 0.009000373515500893 % +[530] Char 엄: 0.009000373515500893 % +[531] Char 룬: 0.009000373515500893 % +[532] Char 딸: 0.009000373515500893 % +[533] Char 벼: 0.009000373515500893 % +[534] Char 윙: 0.009000373515500893 % +[535] Char 휘: 0.008550354839725847 % +[536] Char 밤: 0.008550354839725847 % +[537] Char 뿐: 0.008550354839725847 % +[538] Char 곧: 0.008550354839725847 % +[539] Char 훨: 0.008550354839725847 % +[540] Char 씬: 0.008550354839725847 % +[541] Char 큐: 0.008550354839725847 % +[542] Char 숭: 0.008550354839725847 % +[543] Char 띄: 0.008100336163950804 % +[544] Char 닌: 0.008100336163950804 % +[545] Char 깝: 0.008100336163950804 % +[546] Char 흐: 0.008100336163950804 % +[547] Char 웠: 0.008100336163950804 % +[548] Char 롯: 0.008100336163950804 % +[549] Char 뜨: 0.008100336163950804 % +[550] Char 죽: 0.008100336163950804 % +[551] Char 즘: 0.008100336163950804 % +[552] Char 닉: 0.008100336163950804 % +[553] Char 붕: 0.007650317488175759 % +[554] Char 욱: 0.007650317488175759 % +[555] Char 끼: 0.007650317488175759 % +[556] Char 익: 0.007650317488175759 % +[557] Char 옛: 0.007650317488175759 % +[558] Char 붉: 0.007650317488175759 % +[559] Char 칠: 0.007650317488175759 % +[560] Char 웰: 0.007650317488175759 % +[561] Char 컸: 0.007650317488175759 % +[562] Char 씩: 0.007650317488175759 % +[563] Char 낙: 0.007650317488175759 % +[564] Char 녀: 0.007650317488175759 % +[565] Char 얇: 0.007650317488175759 % +[566] Char 싸: 0.007200298812400714 % +[567] Char 꺼: 0.007200298812400714 % +[568] Char 찍: 0.007200298812400714 % +[569] Char 랜: 0.007200298812400714 % +[570] Char 골: 0.007200298812400714 % +[571] Char 옹: 0.007200298812400714 % +[572] Char 빌: 0.007200298812400714 % +[573] Char 칸: 0.007200298812400714 % + +The first 574 characters have an accumulated ratio of 0.9900230859580663. + +14099 sequences found. + +First 13365 (typical positive ratio): 0.995000852514919 +Next 587 (13952-13365): 0.004003410059676082 +Rest: 0.00099573742540493 + +- Processing end: 2021-03-18 22:02:18.933817 diff --git a/script/langs/ko.py b/script/langs/ko.py new file mode 100644 index 0000000..6bb1a66 --- /dev/null +++ b/script/langs/ko.py @@ -0,0 +1,73 @@ +#!/bin/python3 +# -*- coding: utf-8 -*- + +# ##### BEGIN LICENSE BLOCK ##### +# Version: MPL 1.1/GPL 2.0/LGPL 2.1 +# +# The contents of this file are subject to the Mozilla Public License Version +# 1.1 (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# http://www.mozilla.org/MPL/ +# +# Software distributed under the License is distributed on an "AS IS" basis, +# WITHOUT WARRANTY OF ANY KIND, either express or implied. See the License +# for the specific language governing rights and limitations under the +# License. +# +# The Original Code is Mozilla Universal charset detector code. +# +# The Initial Developer of the Original Code is +# Netscape Communications Corporation. +# Portions created by the Initial Developer are Copyright (C) 2001 +# the Initial Developer. All Rights Reserved. +# +# Contributor(s): +# Jehan <jehan@girinstud.io> +# +# Alternatively, the contents of this file may be used under the terms of +# either the GNU General Public License Version 2 or later (the "GPL"), or +# the GNU Lesser General Public License Version 2.1 or later (the "LGPL"), +# in which case the provisions of the GPL or the LGPL are applicable instead +# of those above. If you wish to allow use of your version of this file only +# under the terms of either the GPL or the LGPL, and not to allow others to +# use your version of this file under the terms of the MPL, indicate your +# decision by deleting the provisions above and replace them with the notice +# and other provisions required by the GPL or the LGPL. If you do not delete +# the provisions above, a recipient may use your version of this file under +# the terms of any one of the MPL, the GPL or the LGPL. +# +# ##### END LICENSE BLOCK ##### + +import re + +## Mandatory Properties ## + +# The human name for the language, in English. +name = 'Korean' +# Use 2-letter ISO 639-1 if possible, 3-letter ISO code otherwise, +# or use another catalog as a last resort. +code = 'ko' +# ASCII characters are not commonly used in Korean. +use_ascii = False +# Only statistics. +charsets = [] + +## Optional Properties ## + +# characters. +frequent_ranges = [('가', '힣')] # Hangul Syllables (AC00–D7A3) +unicode_ranges = [('가', '힣'), # Hangul Syllables (AC00–D7A3) + ('ᄀ', 'ᇿ'), # Hangul Jamo (1100–11FF) + ('ㄱ', 'ㆎ'), #Hangul Compatibility Jamo (3130–318F) + ('ꥠ', 'ꥼ'), # Hangul Jamo Extended-A (A960–A97F) + ('ힰ', 'ퟆ'), # Hangul Jamo Extended-B (D7B0–D7FF) + ('ퟋ', 'ퟻ'), # Hangul Jamo Extended-B (D7B0–D7FF) - second part + ] +# The start page. Though optional, it is advised to choose one yourself. +start_pages = ['칼리스토_(위성)'] +# give possibility to select another code for the Wikipedia URL. +wikipedia_code = code +# 'a' and 'A' will be considered the same character, and so on. +# This uses Python algorithm to determine upper/lower-case of a given +# character. +case_mapping = True diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt index f3cb919..72104a8 100644 --- a/src/CMakeLists.txt +++ b/src/CMakeLists.txt @@ -22,6 +22,7 @@ set( LangModels/LangHebrewModel.cpp LangModels/LangIrishModel.cpp LangModels/LangItalianModel.cpp + LangModels/LangKoreanModel.cpp LangModels/LangLithuanianModel.cpp LangModels/LangLatvianModel.cpp LangModels/LangMalteseModel.cpp diff --git a/src/LangModels/LangKoreanModel.cpp b/src/LangModels/LangKoreanModel.cpp new file mode 100644 index 0000000..71d1f5a --- /dev/null +++ b/src/LangModels/LangKoreanModel.cpp @@ -0,0 +1,1312 @@ +/* -*- Mode: C++; tab-width: 2; indent-tabs-mode: nil; c-basic-offset: 2 -*- */ +/* ***** BEGIN LICENSE BLOCK ***** + * Version: MPL 1.1/GPL 2.0/LGPL 2.1 + * + * The contents of this file are subject to the Mozilla Public License Version + * 1.1 (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * http://www.mozilla.org/MPL/ + * + * Software distributed under the License is distributed on an "AS IS" basis, + * WITHOUT WARRANTY OF ANY KIND, either express or implied. See the License + * for the specific language governing rights and limitations under the + * License. + * + * The Original Code is Mozilla Communicator client code. + * + * The Initial Developer of the Original Code is + * Netscape Communications Corporation. + * Portions created by the Initial Developer are Copyright (C) 1998 + * the Initial Developer. All Rights Reserved. + * + * Contributor(s): + * + * Alternatively, the contents of this file may be used under the terms of + * either the GNU General Public License Version 2 or later (the "GPL"), or + * the GNU Lesser General Public License Version 2.1 or later (the "LGPL"), + * in which case the provisions of the GPL or the LGPL are applicable instead + * of those above. If you wish to allow use of your version of this file only + * under the terms of either the GPL or the LGPL, and not to allow others to + * use your version of this file under the terms of the MPL, indicate your + * decision by deleting the provisions above and replace them with the notice + * and other provisions required by the GPL or the LGPL. If you do not delete + * the provisions above, a recipient may use your version of this file under + * the terms of any one of the MPL, the GPL or the LGPL. + * + * ***** END LICENSE BLOCK ***** */ + +#include "../nsSBCharSetProber.h" +#include "../nsLanguageDetector.h" + +/********* Language model for: Korean *********/ + +/** + * Generated by BuildLangModel.py + * On: 2021-03-18 22:02:04.871728 + **/ + +/* Character Mapping Table: + * ILL: illegal character. + * CTR: control character specific to the charset. + * RET: carriage/return. + * SYM: symbol (punctuation) that does not belong to word. + * NUM: 0 - 9. + * + * Other characters are ordered by probabilities + * (0 is the most common character in the language). + * + * Orders are generic to a language. So the codepoint with order X in + * CHARSET1 maps to the same character as the codepoint with the same + * order X in CHARSET2 for the same language. + * As such, it is possible to get missing order. For instance the + * ligature of 'o' and 'e' exists in ISO-8859-15 but not in ISO-8859-1 + * even though they are both used for French. Same for the euro sign. + */ +static const int Unicode_Char_size = 574; +static const unsigned int Unicode_CharOrder[] = +{ + 44032, 9, 44033, 108, 44036, 121, 44040, 93, 44048, 284, 44050, 364, 44053, 228,44054, 411, + 44057, 164, 44060, 129, 44144, 119, 44148, 290, 44152, 447, 44160, 429, 44163, 65,44169, 522, + 44172, 78, 44200, 250, 44201, 275, 44204, 101, 44208, 183, 44220, 477, 44221, 83,44228, 71, + 44256, 14, 44257, 424, 44263, 538, 44264, 570, 44273, 393, 44275, 348, 44277, 64,44284, 27, + 44285, 480, 44288, 79, 44305, 282, 44340, 432, 44368, 205, 44396, 42, 44397, 77,44400, 130, + 44428, 221, 44452, 68, 44508, 182, 44512, 310, 44536, 35, 44537, 267, 44540, 192,44544, 434, + 44552, 175, 44553, 289, 44592, 12, 44596, 330, 44600, 438, 44618, 473, 44620, 132,44637, 545, + 44645, 347, 44732, 567, 44760, 370, 45068, 517, 45132, 463, 45149, 468, 45180, 555,45208, 41, + 45209, 563, 45212, 283, 45216, 302, 45224, 257, 45228, 351, 45230, 315, 45236, 153,45240, 416, + 45256, 408, 45320, 313, 45328, 527, 45336, 403, 45348, 160, 45376, 564, 45380, 32,45392, 444, + 45432, 241, 45433, 431, 45436, 415, 45458, 268, 45572, 425, 45576, 465, 45684, 326,45700, 485, + 45712, 355, 45716, 4, 45720, 343, 45733, 242, 45768, 80, 45769, 552, 45772, 544,45796, 1, + 45800, 179, 45804, 137, 45812, 466, 45817, 216, 45824, 22, 45908, 168, 45909, 496,45912, 224, + 45916, 516, 45934, 492, 45936, 82, 45944, 499, 46020, 13, 46021, 184, 46028, 123,46041, 86, + 46104, 29, 46108, 59, 46112, 324, 46160, 141, 46168, 381, 46244, 455, 46300, 142,46304, 299, + 46308, 23, 46321, 165, 46356, 269, 46384, 174, 46392, 532, 46412, 118, 46496, 526,46500, 472, + 46504, 332, 46608, 143, 46888, 549, 46907, 445, 46916, 543, 46972, 39, 46973, 521,46976, 273, + 46988, 317, 46993, 288, 47000, 237, 47004, 569, 47016, 529, 47029, 471, 47049, 167,47084, 107, + 47088, 390, 47100, 309, 47101, 304, 47104, 523, 47111, 475, 47112, 51, 47116, 505,47140, 209, + 47141, 172, 47144, 206, 47157, 491, 47160, 437, 47161, 279, 47168, 383, 47196, 6,47197, 243, + 47200, 231, 47215, 548, 47308, 328, 47336, 188, 47340, 531, 47448, 239, 47449, 367,47456, 229, + 47464, 459, 47476, 125, 47480, 157, 47484, 26, 47492, 88, 47532, 20, 47536, 316,47540, 102, + 47548, 428, 47549, 293, 47553, 369, 47560, 69, 47561, 376, 47564, 61, 47566, 202,47568, 200, + 47581, 230, 47582, 488, 47588, 187, 47592, 333, 47609, 352, 47672, 296, 47676, 354,47680, 397, + 47700, 98, 47704, 341, 47728, 55, 47732, 57, 47749, 58, 47751, 301, 47784, 103,47785, 37, + 47788, 373, 47803, 374, 47896, 494, 47924, 189, 47928, 70, 47932, 116, 48044, 407,48064, 401, + 48120, 111, 48124, 251, 48128, 249, 48143, 280, 48148, 131, 48149, 487, 48150, 396,48152, 87, + 48155, 246, 48156, 52, 48157, 238, 48164, 536, 48169, 147, 48176, 210, 48177, 325,48260, 297, + 48264, 166, 48268, 457, 48276, 400, 48277, 278, 48288, 261, 48296, 450, 48316, 533,48317, 456, + 48320, 186, 48324, 258, 48337, 442, 48372, 49, 48373, 311, 48376, 197, 48380, 359,48512, 46, + 48513, 349, 48516, 85, 48520, 151, 48521, 558, 48533, 553, 48537, 233, 48652, 387,48660, 421, + 48708, 91, 48712, 479, 48716, 572, 48731, 412, 48736, 399, 48744, 435, 49104, 537,49324, 25, + 49328, 133, 49332, 385, 49340, 439, 49345, 63, 49352, 287, 49353, 217, 49373, 144,49436, 17, + 49437, 190, 49440, 105, 49444, 195, 49452, 502, 49453, 461, 49455, 508, 49457, 3,49464, 92, + 49468, 363, 49496, 388, 49548, 48, 49549, 135, 49552, 410, 49569, 514, 49688, 38,49692, 222, + 49696, 318, 49707, 452, 49709, 542, 49800, 478, 49816, 260, 49828, 18, 49832, 513,49836, 380, + 49845, 342, 49847, 320, 49849, 286, 49884, 33, 49885, 201, 49888, 89, 49892, 176,49900, 162, + 49901, 433, 49912, 566, 49933, 495, 50024, 512, 50416, 329, 50472, 503, 50473, 562,50476, 540, + 50500, 28, 50501, 482, 50504, 149, 50506, 136, 50508, 208, 50516, 256, 50517, 266,50520, 199, + 50521, 481, 50526, 489, 50528, 464, 50529, 413, 50556, 281, 50557, 156, 50567, 565,50577, 76, + 50612, 21, 50613, 418, 50616, 305, 50619, 344, 50620, 236, 50628, 530, 50629, 451,50630, 223, + 50632, 47, 50640, 5, 50644, 498, 50648, 518, 50668, 54, 50669, 117, 50672, 112,50676, 211, + 50684, 353, 50688, 81, 50689, 74, 50693, 443, 50696, 220, 50715, 557, 50724, 66,50728, 214, + 50732, 384, 50745, 571, 50752, 56, 50756, 327, 50772, 350, 50773, 146, 50780, 337,50808, 171, + 50836, 204, 50837, 524, 50857, 106, 50864, 50, 50865, 554, 50868, 128, 50872, 346,50880, 314, + 50885, 394, 50892, 404, 50896, 67, 50900, 97, 50912, 547, 50920, 379, 50928, 560,50937, 506, + 50948, 16, 50969, 534, 50976, 72, 50977, 449, 50984, 340, 50997, 436, 51004, 19,51008, 7, + 51012, 11, 51020, 95, 51025, 321, 51032, 2, 51060, 0, 51061, 556, 51064, 34,51068, 31, + 51075, 441, 51076, 219, 51077, 276, 51080, 24, 51088, 44, 51089, 99, 51092, 454,51096, 427, + 51105, 368, 51109, 75, 51116, 127, 51137, 262, 51200, 203, 51201, 40, 51204, 30,51208, 358, + 51216, 113, 51217, 277, 51221, 45, 51228, 73, 51256, 191, 51276, 245, 51312, 138,51313, 303, + 51316, 185, 51333, 272, 51340, 515, 51452, 43, 51453, 550, 51456, 240, 51460, 360,51473, 62, + 51592, 389, 51593, 417, 51596, 386, 51608, 551, 51613, 255, 51648, 10, 51649, 198,51652, 90, + 51656, 124, 51665, 312, 51669, 382, 51687, 458, 51704, 196, 51900, 520, 51901, 232,52236, 486, + 52237, 568, 52264, 178, 52265, 308, 52268, 423, 52272, 322, 52280, 366, 52285, 414,52286, 378, + 52292, 430, 52293, 422, 52376, 215, 52380, 109, 52384, 271, 52395, 334, 52397, 419,52404, 84, + 52432, 377, 52488, 193, 52509, 409, 52524, 375, 52572, 227, 52628, 140, 52629, 264,52636, 263, + 52649, 139, 52712, 484, 52769, 134, 52789, 259, 52824, 170, 52825, 212, 52828, 460,52832, 559, + 52840, 335, 52845, 306, 52852, 177, 52856, 573, 52860, 173, 52880, 467, 52964, 405,52984, 561, + 52992, 225, 53000, 497, 53020, 446, 53040, 474, 53076, 270, 53080, 528, 53216, 391,53328, 541, + 53356, 110, 53360, 218, 53364, 323, 53372, 510, 53412, 248, 53416, 371, 53420, 357,53440, 155, + 53444, 254, 53448, 274, 53456, 163, 53468, 94, 53469, 483, 53552, 122, 53556, 469,53580, 181, + 53584, 507, 53588, 519, 53664, 115, 53668, 462, 53672, 490, 53685, 145, 53748, 504,53804, 292, + 53944, 114, 53945, 265, 53952, 300, 54000, 213, 54004, 453, 54016, 406, 54028, 126,54032, 285, + 54056, 426, 54140, 244, 54168, 291, 54169, 493, 54200, 331, 54217, 234, 54252, 161,54253, 294, + 54260, 336, 54364, 120, 54408, 365, 54413, 307, 54532, 180, 54540, 252, 54588, 253,54592, 500, + 54596, 362, 54616, 8, 54617, 104, 54620, 15, 54624, 158, 54632, 148, 54633, 150,54637, 226, + 54644, 36, 54645, 298, 54664, 96, 54665, 53, 54693, 194, 54728, 319, 54732, 392,54744, 339, + 54756, 361, 54764, 395, 54784, 398, 54788, 169, 54801, 440, 54805, 100, 54812, 356,54840, 159, + 54841, 420, 54844, 511, 54868, 60, 54869, 235, 54872, 345, 54876, 338, 54889, 295,54924, 207, + 54925, 247, 54952, 448, 54980, 154, 55016, 539, 55064, 535, 55120, 546, 55121, 509,55124, 372, + 55137, 476, 55148, 470, 55176, 152, 55180, 501, 55184, 525, 55192, 402, +}; + + +/* Model Table: + * Total considered sequences: 14099 / 329476 + * - Positive sequences: first 13365 (0.995000852514919) + * - Probable sequences: next 587 (13952-13365) (0.004003410059676082) + * - Neutral sequences: last 315524 (0.00099573742540493) + * - Negative sequences: 315377 (off-ratio) + * Negative sequences: TODO + */ +static const PRUint8 KoreanLangModel[] = +{ + 3,3,3,3,3,3,3,0,3,3,3,3,3,0,3,3,0,2,3,0,3,3,0,3,0,3,3,0,3,3,3,0,0,3,3,0,3,0,0,3,0,3,0,3,3,0,0,3,3,3,3,3,0,3,0,3,3,3,0,0,0,3,3,3,0,3,3,0,0,3,0,0,3,3,0,0,3,0,3,3,3,3,3,3,3,0,3,0,3,0,0,3,0,0,0,0,0,0,0,3,3,0,0,0,0,3,3,3,3,3,3,3,0,3,3,3,0,0,3,3,0,0,3,0,0,3,0,0,0,0,3,3,3,3,0,0,0,0,0,0,0,0,3,0,0,0,0,0,0,3,3,0,3,3,3,3,0,3,0,0,3,0,3,0,3,0,3,0,3,0,3,3,0,0,0,0,0,0,3,3,3,3,0,0,0,0,0,3,3,0,0,0,0,3,0,3,0,0,0,0,0,0,0,3,0,3,0,3,0,3,0,0,0,0,3,3,0,0,0,0,0,3,3,0,3,0,3,0,0,0,0,3,3,0,0,0,0,3,0,3,0,0,0,0,3,0,0,0,0,0,3,3,3,3,3,0,0,0,0,3,0,3,0,0,0,0,0,0,0,3,0,3,0,3,3,0,0,0,0,0,0,3,0,2,0,0,0, + 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LanguageModel IrishModel; extern const LanguageModel ItalianModel; +extern const LanguageModel KoreanModel; extern const LanguageModel LatvianModel; extern const LanguageModel LithuanianModel; extern const LanguageModel MalteseModel; diff --git a/src/nsMBCSGroupProber.cpp b/src/nsMBCSGroupProber.cpp index 60db2ce..418a1c1 100644 --- a/src/nsMBCSGroupProber.cpp +++ b/src/nsMBCSGroupProber.cpp @@ -118,6 +118,7 @@ nsMBCSGroupProber::nsMBCSGroupProber(PRUint32 aLanguageFilter) langDetectors[i][j++] = new nsLanguageDetector(&ThaiModel); langDetectors[i][j++] = new nsLanguageDetector(&TurkishModel); langDetectors[i][j++] = new nsLanguageDetector(&VietnameseModel); + langDetectors[i][j++] = new nsLanguageDetector(&KoreanModel); } else { diff --git a/src/nsMBCSGroupProber.h b/src/nsMBCSGroupProber.h index 5e65f17..96f0dc7 100644 --- a/src/nsMBCSGroupProber.h +++ b/src/nsMBCSGroupProber.h @@ -49,7 +49,7 @@ #include "nsEUCTWProber.h" #define NUM_OF_PROBERS 8 -#define NUM_OF_LANGUAGES 27 +#define NUM_OF_LANGUAGES 28 class nsMBCSGroupProber: public nsCharSetProber { public: |