├── .gitignore ├── .travis.yml ├── LICENSE ├── MANIFEST.in ├── NOTICE ├── README.md ├── langdetect ├── __init__.py ├── detector.py ├── detector_factory.py ├── lang_detect_exception.py ├── language.py ├── profiles │ ├── af │ ├── ar │ ├── bg │ ├── bn │ ├── ca │ ├── cs │ ├── cy │ ├── da │ ├── de │ ├── el │ ├── en │ ├── es │ ├── et │ ├── fa │ ├── fi │ ├── fr │ ├── gu │ ├── he │ ├── hi │ ├── hr │ ├── hu │ ├── id │ ├── it │ ├── ja │ ├── kn │ ├── ko │ ├── lt │ ├── lv │ ├── mk │ ├── ml │ ├── mr │ ├── ne │ ├── nl │ ├── no │ ├── pa │ ├── pl │ ├── pt │ ├── ro │ ├── ru │ ├── sk │ ├── sl │ ├── so │ ├── sq │ ├── sv │ ├── sw │ ├── ta │ ├── te │ ├── th │ ├── tl │ ├── tr │ ├── uk │ ├── ur │ ├── vi │ ├── zh-cn │ └── zh-tw ├── tests │ ├── __init__.py │ ├── test_detector.py │ ├── test_language.py │ └── utils │ │ ├── __init__.py │ │ ├── test_lang_profile.py │ │ ├── test_ngram.py │ │ └── test_unicode_block.py └── utils │ ├── __init__.py │ ├── lang_profile.py │ ├── messages.properties │ ├── messages.py │ ├── ngram.py │ └── unicode_block.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | 5 | # C extensions 6 | *.so 7 | 8 | # Distribution / packaging 9 | .Python 10 | env/ 11 | bin/ 12 | build/ 13 | develop-eggs/ 14 | dist/ 15 | eggs/ 16 | lib/ 17 | lib64/ 18 | parts/ 19 | sdist/ 20 | var/ 21 | *.egg-info/ 22 | .installed.cfg 23 | *.egg 24 | 25 | # Installer logs 26 | pip-log.txt 27 | pip-delete-this-directory.txt 28 | 29 | # Unit test / coverage reports 30 | htmlcov/ 31 | .tox/ 32 | .coverage 33 | .cache 34 | nosetests.xml 35 | coverage.xml 36 | 37 | # Translations 38 | *.mo 39 | 40 | # Mr Developer 41 | .mr.developer.cfg 42 | .project 43 | .pydevproject 44 | 45 | # Rope 46 | .ropeproject 47 | 48 | # Django stuff: 49 | *.log 50 | *.pot 51 | 52 | # Sphinx documentation 53 | docs/_build/ 54 | 55 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | language: python 2 | 3 | arch: 4 | - amd64 5 | - ppc64le 6 | python: 7 | - "2.7" 8 | - "3.4" 9 | - "3.5" 10 | - "3.6" 11 | - "3.7" 12 | - "3.8" 13 | - "pypy" 14 | - "pypy3" 15 | jobs: 16 | exclude: 17 | - arch : ppc64le 18 | python : pypy 19 | - arch : ppc64le 20 | python : pypy3 21 | # Use container-based infrastructure 22 | sudo: false 23 | 24 | install: 25 | - pip install . 26 | - pip install -r requirements.txt 27 | - pip install coverage 28 | 29 | script: 30 | - coverage run --source=langdetect --omit=langdetect/tests/* -m unittest discover 31 | 32 | after_success: 33 | - pip install coveralls 34 | - coveralls 35 | 36 | after_script: 37 | - coverage report 38 | - pip install pep8 pyflakes 39 | - pyflakes .| tee >(wc -l) 40 | - pep8 --statistics --count . 41 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright 2014-2015 Michal "Mimino" Danilak 2 | 3 | Licensed under the Apache License, Version 2.0 (the "License"); 4 | you may not use this file except in compliance with the License. 5 | You may obtain a copy of the License at 6 | 7 | http://www.apache.org/licenses/LICENSE-2.0 8 | 9 | Unless required by applicable law or agreed to in writing, software 10 | distributed under the License is distributed on an "AS IS" BASIS, 11 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | See the License for the specific language governing permissions and 13 | limitations under the License. 14 | -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include README.md 2 | include LICENSE 3 | include NOTICE 4 | include MANIFEST.in 5 | include requirements.txt 6 | include langdetect/utils/messages.properties 7 | recursive-include langdetect/profiles * 8 | -------------------------------------------------------------------------------- /NOTICE: -------------------------------------------------------------------------------- 1 | language-detection license 2 | ========================== 3 | 4 | Copyright (c) 2010-2014 Cybozu Labs, Inc. All rights reserved. 5 | 6 | Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at 7 | 8 | http://www.apache.org/licenses/LICENSE-2.0 9 | 10 | Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. 11 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | langdetect 2 | ========== 3 | 4 | [![Build Status](https://travis-ci.org/Mimino666/langdetect.svg?branch=master)](https://travis-ci.org/Mimino666/langdetect) 5 | 6 | Port of Nakatani Shuyo's [language-detection](https://github.com/shuyo/language-detection) library (version from 03/03/2014) to Python. 7 | 8 | 9 | Installation 10 | ============ 11 | 12 | $ pip install langdetect 13 | 14 | Supported Python versions 2.7, 3.4+. 15 | 16 | 17 | Languages 18 | ========= 19 | 20 | ``langdetect`` supports 55 languages out of the box ([ISO 639-1 codes](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes)): 21 | 22 | af, ar, bg, bn, ca, cs, cy, da, de, el, en, es, et, fa, fi, fr, gu, he, 23 | hi, hr, hu, id, it, ja, kn, ko, lt, lv, mk, ml, mr, ne, nl, no, pa, pl, 24 | pt, ro, ru, sk, sl, so, sq, sv, sw, ta, te, th, tl, tr, uk, ur, vi, zh-cn, zh-tw 25 | 26 | 27 | Basic usage 28 | =========== 29 | 30 | To detect the language of the text: 31 | 32 | ```python 33 | >>> from langdetect import detect 34 | >>> detect("War doesn't show who's right, just who's left.") 35 | 'en' 36 | >>> detect("Ein, zwei, drei, vier") 37 | 'de' 38 | ``` 39 | 40 | To find out the probabilities for the top languages: 41 | 42 | ```python 43 | >>> from langdetect import detect_langs 44 | >>> detect_langs("Otec matka syn.") 45 | [sk:0.572770823327, pl:0.292872522702, cs:0.134356653968] 46 | ``` 47 | 48 | **NOTE** 49 | 50 | Language detection algorithm is non-deterministic, which means that if you try to run it on a text which is either too short or too ambiguous, you might get different results everytime you run it. 51 | 52 | To enforce consistent results, call following code before the first language detection: 53 | 54 | ```python 55 | from langdetect import DetectorFactory 56 | DetectorFactory.seed = 0 57 | ``` 58 | 59 | How to add new language? 60 | ======================== 61 | 62 | You need to create a new language profile. The easiest way to do it is to use the [langdetect.jar](https://github.com/shuyo/language-detection/raw/master/lib/langdetect.jar) tool, which can generate language profiles from Wikipedia abstract database files or plain text. 63 | 64 | Wikipedia abstract database files can be retrieved from "Wikipedia Downloads" ([http://download.wikimedia.org/](http://download.wikimedia.org/)). They form '(language code)wiki-(version)-abstract.xml' (e.g. 'enwiki-20101004-abstract.xml' ). 65 | 66 | usage: ``java -jar langdetect.jar --genprofile -d [directory path] [language codes]`` 67 | 68 | - Specify the directory which has abstract databases by -d option. 69 | - This tool can handle gzip compressed file. 70 | 71 | Remark: The database filename in Chinese is like 'zhwiki-(version)-abstract-zh-cn.xml' or zhwiki-(version)-abstract-zh-tw.xml', so that it must be modified 'zh-cnwiki-(version)-abstract.xml' or 'zh-twwiki-(version)-abstract.xml'. 72 | 73 | To generate language profile from a plain text, use the genprofile-text command. 74 | 75 | usage: ``java -jar langdetect.jar --genprofile-text -l [language code] [text file path]`` 76 | 77 | For more details see [language-detection Wiki](https://code.google.com/archive/p/language-detection/wikis/Tools.wiki). 78 | 79 | 80 | Original project 81 | ================ 82 | 83 | This library is a direct port of Google's [language-detection](https://code.google.com/p/language-detection/) library from Java to Python. All the classes and methods are unchanged, so for more information see the project's website or wiki. 84 | 85 | Presentation of the language detection algorithm: [http://www.slideshare.net/shuyo/language-detection-library-for-java](http://www.slideshare.net/shuyo/language-detection-library-for-java). 86 | -------------------------------------------------------------------------------- /langdetect/__init__.py: -------------------------------------------------------------------------------- 1 | from .detector_factory import DetectorFactory, PROFILES_DIRECTORY, detect, detect_langs 2 | from .lang_detect_exception import LangDetectException 3 | -------------------------------------------------------------------------------- /langdetect/detector.py: -------------------------------------------------------------------------------- 1 | import random 2 | import re 3 | 4 | import six 5 | from six.moves import zip, xrange 6 | 7 | from .lang_detect_exception import ErrorCode, LangDetectException 8 | from .language import Language 9 | from .utils.ngram import NGram 10 | from .utils.unicode_block import unicode_block 11 | 12 | 13 | class Detector(object): 14 | ''' 15 | Detector class is to detect language from specified text. 16 | Its instance is able to be constructed via the factory class DetectorFactory. 17 | 18 | After appending a target text to the Detector instance with .append(string), 19 | the detector provides the language detection results for target text via .detect() or .get_probabilities(). 20 | 21 | .detect() method returns a single language name which has the highest probability. 22 | .get_probabilities() methods returns a list of multiple languages and their probabilities. 23 | 24 | The detector has some parameters for language detection. 25 | See set_alpha(double), .set_max_text_length(int) .set_prior_map(dict). 26 | 27 | Example: 28 | 29 | from langdetect.detector_factory import DetectorFactory 30 | factory = DetectorFactory() 31 | factory.load_profile('/path/to/profile/directory') 32 | 33 | def detect(text): 34 | detector = factory.create() 35 | detector.append(text) 36 | return detector.detect() 37 | 38 | def detect_langs(text): 39 | detector = factory.create() 40 | detector.append(text) 41 | return detector.get_probabilities() 42 | ''' 43 | 44 | ALPHA_DEFAULT = 0.5 45 | ALPHA_WIDTH = 0.05 46 | 47 | ITERATION_LIMIT = 1000 48 | PROB_THRESHOLD = 0.1 49 | CONV_THRESHOLD = 0.99999 50 | BASE_FREQ = 10000 51 | UNKNOWN_LANG = 'unknown' 52 | 53 | URL_RE = re.compile(r'https?://[-_.?&~;+=/#0-9A-Za-z]{1,2076}') 54 | MAIL_RE = re.compile(r'[-_.0-9A-Za-z]{1,64}@[-_0-9A-Za-z]{1,255}[-_.0-9A-Za-z]{1,255}') 55 | 56 | def __init__(self, factory): 57 | self.word_lang_prob_map = factory.word_lang_prob_map 58 | self.langlist = factory.langlist 59 | self.seed = factory.seed 60 | self.random = random.Random() 61 | self.text = '' 62 | self.langprob = None 63 | 64 | self.alpha = self.ALPHA_DEFAULT 65 | self.n_trial = 7 66 | self.max_text_length = 10000 67 | self.prior_map = None 68 | self.verbose = False 69 | 70 | def set_verbose(self): 71 | self.verbose = True 72 | 73 | def set_alpha(self, alpha): 74 | self.alpha = alpha 75 | 76 | def set_prior_map(self, prior_map): 77 | '''Set prior information about language probabilities.''' 78 | self.prior_map = [0.0] * len(self.langlist) 79 | sump = 0.0 80 | for i in xrange(len(self.prior_map)): 81 | lang = self.langlist[i] 82 | if lang in prior_map: 83 | p = prior_map[lang] 84 | if p < 0: 85 | raise LangDetectException(ErrorCode.InitParamError, 'Prior probability must be non-negative.') 86 | self.prior_map[i] = p 87 | sump += p 88 | if sump <= 0.0: 89 | raise LangDetectException(ErrorCode.InitParamError, 'More one of prior probability must be non-zero.') 90 | for i in xrange(len(self.prior_map)): 91 | self.prior_map[i] /= sump 92 | 93 | def set_max_text_length(self, max_text_length): 94 | '''Specify max size of target text to use for language detection. 95 | The default value is 10000(10KB). 96 | ''' 97 | self.max_text_length = max_text_length 98 | 99 | def append(self, text): 100 | '''Append the target text for language detection. 101 | If the total size of target text exceeds the limit size specified by 102 | Detector.set_max_text_length(int), the rest is cut down. 103 | ''' 104 | text = self.URL_RE.sub(' ', text) 105 | text = self.MAIL_RE.sub(' ', text) 106 | text = NGram.normalize_vi(text) 107 | pre = 0 108 | for i in xrange(min(len(text), self.max_text_length)): 109 | ch = text[i] 110 | if ch != ' ' or pre != ' ': 111 | self.text += ch 112 | pre = ch 113 | 114 | def cleaning_text(self): 115 | '''Cleaning text to detect 116 | (eliminate URL, e-mail address and Latin sentence if it is not written in Latin alphabet). 117 | ''' 118 | latin_count, non_latin_count = 0, 0 119 | for ch in self.text: 120 | if 'A' <= ch <= 'z': 121 | latin_count += 1 122 | elif ch >= six.u('\u0300') and unicode_block(ch) != 'Latin Extended Additional': 123 | non_latin_count += 1 124 | 125 | if latin_count * 2 < non_latin_count: 126 | text_without_latin = '' 127 | for ch in self.text: 128 | if ch < 'A' or 'z' < ch: 129 | text_without_latin += ch 130 | self.text = text_without_latin 131 | 132 | def detect(self): 133 | '''Detect language of the target text and return the language name 134 | which has the highest probability. 135 | ''' 136 | probabilities = self.get_probabilities() 137 | if probabilities: 138 | return probabilities[0].lang 139 | return self.UNKNOWN_LANG 140 | 141 | def get_probabilities(self): 142 | if self.langprob is None: 143 | self._detect_block() 144 | return self._sort_probability(self.langprob) 145 | 146 | def _detect_block(self): 147 | self.cleaning_text() 148 | ngrams = self._extract_ngrams() 149 | if not ngrams: 150 | raise LangDetectException(ErrorCode.CantDetectError, 'No features in text.') 151 | 152 | self.langprob = [0.0] * len(self.langlist) 153 | 154 | self.random.seed(self.seed) 155 | for t in xrange(self.n_trial): 156 | prob = self._init_probability() 157 | alpha = self.alpha + self.random.gauss(0.0, 1.0) * self.ALPHA_WIDTH 158 | 159 | i = 0 160 | while True: 161 | self._update_lang_prob(prob, self.random.choice(ngrams), alpha) 162 | if i % 5 == 0: 163 | if self._normalize_prob(prob) > self.CONV_THRESHOLD or i >= self.ITERATION_LIMIT: 164 | break 165 | if self.verbose: 166 | six.print_('>', self._sort_probability(prob)) 167 | i += 1 168 | for j in xrange(len(self.langprob)): 169 | self.langprob[j] += prob[j] / self.n_trial 170 | if self.verbose: 171 | six.print_('==>', self._sort_probability(prob)) 172 | 173 | def _init_probability(self): 174 | '''Initialize the map of language probabilities. 175 | If there is the specified prior map, use it as initial map. 176 | ''' 177 | if self.prior_map is not None: 178 | return list(self.prior_map) 179 | else: 180 | return [1.0 / len(self.langlist)] * len(self.langlist) 181 | 182 | def _extract_ngrams(self): 183 | '''Extract n-grams from target text.''' 184 | RANGE = list(xrange(1, NGram.N_GRAM + 1)) 185 | 186 | result = [] 187 | ngram = NGram() 188 | for ch in self.text: 189 | ngram.add_char(ch) 190 | if ngram.capitalword: 191 | continue 192 | for n in RANGE: 193 | # optimized w = ngram.get(n) 194 | if len(ngram.grams) < n: 195 | break 196 | w = ngram.grams[-n:] 197 | if w and w != ' ' and w in self.word_lang_prob_map: 198 | result.append(w) 199 | return result 200 | 201 | def _update_lang_prob(self, prob, word, alpha): 202 | '''Update language probabilities with N-gram string(N=1,2,3).''' 203 | if word is None or word not in self.word_lang_prob_map: 204 | return False 205 | 206 | lang_prob_map = self.word_lang_prob_map[word] 207 | if self.verbose: 208 | six.print_('%s(%s): %s' % (word, self._unicode_encode(word), self._word_prob_to_string(lang_prob_map))) 209 | 210 | weight = alpha / self.BASE_FREQ 211 | for i in xrange(len(prob)): 212 | prob[i] *= weight + lang_prob_map[i] 213 | return True 214 | 215 | def _word_prob_to_string(self, prob): 216 | result = '' 217 | for j in xrange(len(prob)): 218 | p = prob[j] 219 | if p >= 0.00001: 220 | result += ' %s:%.5f' % (self.langlist[j], p) 221 | return result 222 | 223 | def _normalize_prob(self, prob): 224 | '''Normalize probabilities and check convergence by the maximun probability. 225 | ''' 226 | maxp, sump = 0.0, sum(prob) 227 | for i in xrange(len(prob)): 228 | p = prob[i] / sump 229 | if maxp < p: 230 | maxp = p 231 | prob[i] = p 232 | return maxp 233 | 234 | def _sort_probability(self, prob): 235 | result = [Language(lang, p) for (lang, p) in zip(self.langlist, prob) if p > self.PROB_THRESHOLD] 236 | result.sort(reverse=True) 237 | return result 238 | 239 | def _unicode_encode(self, word): 240 | buf = '' 241 | for ch in word: 242 | if ch >= six.u('\u0080'): 243 | st = hex(0x10000 + ord(ch))[2:] 244 | while len(st) < 4: 245 | st = '0' + st 246 | buf += r'\u' + st[1:5] 247 | else: 248 | buf += ch 249 | return buf 250 | -------------------------------------------------------------------------------- /langdetect/detector_factory.py: -------------------------------------------------------------------------------- 1 | import os 2 | from os import path 3 | import sys 4 | 5 | try: 6 | import simplejson as json 7 | except ImportError: 8 | import json 9 | 10 | from .detector import Detector 11 | from .lang_detect_exception import ErrorCode, LangDetectException 12 | from .utils.lang_profile import LangProfile 13 | 14 | 15 | class DetectorFactory(object): 16 | ''' 17 | Language Detector Factory Class. 18 | 19 | This class manages an initialization and constructions of Detector. 20 | 21 | Before using language detection library, 22 | load profiles with DetectorFactory.load_profile(str) 23 | and set initialization parameters. 24 | 25 | When the language detection, 26 | construct Detector instance via DetectorFactory.create(). 27 | See also Detector's sample code. 28 | ''' 29 | seed = None 30 | 31 | def __init__(self): 32 | self.word_lang_prob_map = {} 33 | self.langlist = [] 34 | 35 | def load_profile(self, profile_directory): 36 | list_files = os.listdir(profile_directory) 37 | if not list_files: 38 | raise LangDetectException(ErrorCode.NeedLoadProfileError, 'Not found profile: ' + profile_directory) 39 | 40 | langsize, index = len(list_files), 0 41 | for filename in list_files: 42 | if filename.startswith('.'): 43 | continue 44 | filename = path.join(profile_directory, filename) 45 | if not path.isfile(filename): 46 | continue 47 | 48 | f = None 49 | try: 50 | if sys.version_info[0] < 3: 51 | f = open(filename, 'r') 52 | else: 53 | f = open(filename, 'r', encoding='utf-8') 54 | json_data = json.load(f) 55 | profile = LangProfile(**json_data) 56 | self.add_profile(profile, index, langsize) 57 | index += 1 58 | except IOError: 59 | raise LangDetectException(ErrorCode.FileLoadError, 'Cannot open "%s"' % filename) 60 | except Exception: 61 | raise LangDetectException(ErrorCode.FormatError, 'Profile format error in "%s"' % filename) 62 | finally: 63 | if f: 64 | f.close() 65 | 66 | def load_json_profile(self, json_profiles): 67 | langsize, index = len(json_profiles), 0 68 | if langsize < 2: 69 | raise LangDetectException(ErrorCode.NeedLoadProfileError, 'Need more than 2 profiles.') 70 | 71 | for json_profile in json_profiles: 72 | try: 73 | json_data = json.loads(json_profile) 74 | profile = LangProfile(**json_data) 75 | self.add_profile(profile, index, langsize) 76 | index += 1 77 | except Exception: 78 | raise LangDetectException(ErrorCode.FormatError, 'Profile format error.') 79 | 80 | def add_profile(self, profile, index, langsize): 81 | lang = profile.name 82 | if lang in self.langlist: 83 | raise LangDetectException(ErrorCode.DuplicateLangError, 'Duplicate the same language profile.') 84 | self.langlist.append(lang) 85 | 86 | for word in profile.freq: 87 | if word not in self.word_lang_prob_map: 88 | self.word_lang_prob_map[word] = [0.0] * langsize 89 | length = len(word) 90 | if 1 <= length <= 3: 91 | prob = 1.0 * profile.freq.get(word) / profile.n_words[length - 1] 92 | self.word_lang_prob_map[word][index] = prob 93 | 94 | def clear(self): 95 | self.langlist = [] 96 | self.word_lang_prob_map = {} 97 | 98 | def create(self, alpha=None): 99 | '''Construct Detector instance with smoothing parameter.''' 100 | detector = self._create_detector() 101 | if alpha is not None: 102 | detector.set_alpha(alpha) 103 | return detector 104 | 105 | def _create_detector(self): 106 | if not self.langlist: 107 | raise LangDetectException(ErrorCode.NeedLoadProfileError, 'Need to load profiles.') 108 | return Detector(self) 109 | 110 | def set_seed(self, seed): 111 | self.seed = seed 112 | 113 | def get_lang_list(self): 114 | return list(self.langlist) 115 | 116 | 117 | PROFILES_DIRECTORY = path.join(path.dirname(__file__), 'profiles') 118 | _factory = None 119 | 120 | def init_factory(): 121 | global _factory 122 | if _factory is None: 123 | _factory = DetectorFactory() 124 | _factory.load_profile(PROFILES_DIRECTORY) 125 | 126 | def detect(text): 127 | init_factory() 128 | detector = _factory.create() 129 | detector.append(text) 130 | return detector.detect() 131 | 132 | 133 | def detect_langs(text): 134 | init_factory() 135 | detector = _factory.create() 136 | detector.append(text) 137 | return detector.get_probabilities() 138 | -------------------------------------------------------------------------------- /langdetect/lang_detect_exception.py: -------------------------------------------------------------------------------- 1 | _error_codes = { 2 | 'NoTextError': 0, 3 | 'FormatError': 1, 4 | 'FileLoadError': 2, 5 | 'DuplicateLangError': 3, 6 | 'NeedLoadProfileError': 4, 7 | 'CantDetectError': 5, 8 | 'CantOpenTrainData': 6, 9 | 'TrainDataFormatError': 7, 10 | 'InitParamError': 8, 11 | } 12 | 13 | ErrorCode = type('ErrorCode', (), _error_codes) 14 | 15 | 16 | class LangDetectException(Exception): 17 | def __init__(self, code, message): 18 | super(LangDetectException, self).__init__(message) 19 | self.code = code 20 | 21 | def get_code(self): 22 | return self.code 23 | -------------------------------------------------------------------------------- /langdetect/language.py: -------------------------------------------------------------------------------- 1 | class Language(object): 2 | ''' 3 | Language is to store the detected language. 4 | Detector.get_probabilities() returns a list of Languages. 5 | ''' 6 | 7 | def __init__(self, lang, prob): 8 | self.lang = lang 9 | self.prob = prob 10 | 11 | def __repr__(self): 12 | if self.lang is None: 13 | return '' 14 | return '%s:%s' % (self.lang, self.prob) 15 | 16 | def __lt__(self, other): 17 | return self.prob < other.prob 18 | -------------------------------------------------------------------------------- /langdetect/profiles/gu: 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b b c c d e' 11 | TRAINING_FR = 'a b b c c c d d d' 12 | TRAINING_JA = six.u('\u3042 \u3042 \u3042 \u3044 \u3046 \u3048 \u3048') 13 | JSON_LANG1 = '{"freq":{"A":3,"B":6,"C":3,"AB":2,"BC":1,"ABC":2,"BBC":1,"CBA":1},"n_words":[12,3,4],"name":"lang1"}' 14 | JSON_LANG2 = '{"freq":{"A":6,"B":3,"C":3,"AA":3,"AB":2,"ABC":1,"ABA":1,"CAA":1},"n_words":[12,5,3],"name":"lang2"}' 15 | 16 | def setUp(self): 17 | self.factory = DetectorFactory() 18 | 19 | profile_en = LangProfile('en') 20 | for w in self.TRAINING_EN.split(): 21 | profile_en.add(w) 22 | self.factory.add_profile(profile_en, 0, 3) 23 | 24 | profile_fr = LangProfile('fr') 25 | for w in self.TRAINING_FR.split(): 26 | profile_fr.add(w) 27 | self.factory.add_profile(profile_fr, 1, 3) 28 | 29 | profile_ja = LangProfile('ja') 30 | for w in self.TRAINING_JA.split(): 31 | profile_ja.add(w) 32 | self.factory.add_profile(profile_ja, 2, 3) 33 | 34 | def test_detector1(self): 35 | detect = self.factory.create() 36 | detect.append('a') 37 | self.assertEqual(detect.detect(), 'en') 38 | 39 | def test_detector2(self): 40 | detect = self.factory.create() 41 | detect.append('b d') 42 | self.assertEqual(detect.detect(), 'fr') 43 | 44 | def test_detector3(self): 45 | detect = self.factory.create() 46 | detect.append('d e') 47 | self.assertEqual(detect.detect(), 'en') 48 | 49 | def test_detector4(self): 50 | detect = self.factory.create() 51 | detect.append(six.u('\u3042\u3042\u3042\u3042a')) 52 | self.assertEqual(detect.detect(), 'ja') 53 | 54 | def test_lang_list(self): 55 | langlist = self.factory.get_lang_list() 56 | self.assertEqual(len(langlist), 3) 57 | self.assertEqual(langlist[0], 'en') 58 | self.assertEqual(langlist[1], 'fr') 59 | self.assertEqual(langlist[2], 'ja') 60 | 61 | def test_factory_from_json_string(self): 62 | self.factory.clear() 63 | profiles = [self.JSON_LANG1, self.JSON_LANG2] 64 | self.factory.load_json_profile(profiles) 65 | langlist = self.factory.get_lang_list() 66 | self.assertEqual(len(langlist), 2) 67 | self.assertEqual(langlist[0], 'lang1') 68 | self.assertEqual(langlist[1], 'lang2') 69 | -------------------------------------------------------------------------------- /langdetect/tests/test_language.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | 3 | from langdetect.language import Language 4 | 5 | 6 | class LanguageTest(unittest.TestCase): 7 | def test_language(self): 8 | lang = Language(None, 0) 9 | self.assertIsNone(lang.lang) 10 | self.assertEqual(lang.prob, 0.0, 0.0001) 11 | self.assertEqual(str(lang), '') 12 | 13 | lang2 = Language('en', 1.0) 14 | self.assertEqual(lang2.lang, 'en') 15 | self.assertEqual(lang2.prob, 1.0, 0.0001) 16 | self.assertEqual(str(lang2), 'en:1.0') 17 | 18 | def test_cmp(self): 19 | lang1 = Language('a', 0.1) 20 | lang2 = Language('b', 0.5) 21 | 22 | self.assertTrue(lang1 < lang2) 23 | self.assertFalse(lang1 == lang2) 24 | self.assertFalse(lang1 > lang1) 25 | -------------------------------------------------------------------------------- /langdetect/tests/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mimino666/langdetect/5071871742170034557c0e6ec8d6e410f3d9652f/langdetect/tests/utils/__init__.py -------------------------------------------------------------------------------- /langdetect/tests/utils/test_lang_profile.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | 3 | import six 4 | from six.moves import xrange 5 | 6 | from langdetect.utils.lang_profile import LangProfile 7 | 8 | 9 | class LangProfileText(unittest.TestCase): 10 | def test_lang_profile(self): 11 | profile = LangProfile() 12 | self.assertIsNone(profile.name) 13 | 14 | def test_lang_profile_string_int(self): 15 | profile = LangProfile('en') 16 | self.assertEqual(profile.name, 'en') 17 | 18 | def test_add(self): 19 | profile = LangProfile('en') 20 | profile.add('a') 21 | self.assertEqual(profile.freq.get('a'), 1) 22 | profile.add('a') 23 | self.assertEqual(profile.freq.get('a'), 2) 24 | profile.omit_less_freq() 25 | 26 | def test_add_illegally1(self): 27 | profile = LangProfile() 28 | profile.add('a') # ignore 29 | self.assertIsNone(profile.freq.get('a')) # ignored 30 | 31 | def test_add_illegally2(self): 32 | profile = LangProfile('en') 33 | profile.add('a') 34 | profile.add('') # Illegal (string's length of parameter must be between 1 and 3) but ignore 35 | profile.add('abcd') # as well 36 | self.assertEqual(profile.freq.get('a'), 1) 37 | self.assertIsNone(profile.freq.get('')) # ignored 38 | self.assertIsNone(profile.freq.get('abcd')) # ignored 39 | 40 | def test_omit_less_freq(self): 41 | profile = LangProfile('en') 42 | grams = six.u('a b c \u3042 \u3044 \u3046 \u3048 \u304a \u304b \u304c \u304d \u304e \u304f').split() 43 | for i in xrange(5): 44 | for g in grams: 45 | profile.add(g) 46 | profile.add(six.u('\u3050')) 47 | 48 | self.assertEqual(profile.freq.get('a'), 5) 49 | self.assertEqual(profile.freq.get(six.u('\u3042')), 5) 50 | self.assertEqual(profile.freq.get(six.u('\u3050')), 1) 51 | profile.omit_less_freq() 52 | self.assertIsNone(profile.freq.get('a')) # omitted 53 | self.assertEqual(profile.freq.get(six.u('\u3042')), 5) 54 | self.assertIsNone(profile.freq.get(six.u('\u3050'))) # omitted 55 | 56 | def test_omit_less_freq_illegally(self): 57 | profile = LangProfile() 58 | profile.omit_less_freq() # ignore 59 | -------------------------------------------------------------------------------- /langdetect/tests/utils/test_ngram.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | 3 | import six 4 | 5 | from langdetect.utils.ngram import NGram 6 | 7 | 8 | class NGramTest(unittest.TestCase): 9 | def test_constants(self): 10 | self.assertEqual(NGram.N_GRAM, 3) 11 | 12 | def test_normalize_with_latin(self): 13 | self.assertEqual(NGram.normalize(six.u('\u0000')), ' ') 14 | self.assertEqual(NGram.normalize(six.u('\u0009')), ' ') 15 | self.assertEqual(NGram.normalize(six.u('\u0020')), ' ') 16 | self.assertEqual(NGram.normalize(six.u('\u0030')), ' ') 17 | self.assertEqual(NGram.normalize(six.u('\u0040')), ' ') 18 | self.assertEqual(NGram.normalize(six.u('\u0041')), six.u('\u0041')) 19 | self.assertEqual(NGram.normalize(six.u('\u005a')), six.u('\u005a')) 20 | self.assertEqual(NGram.normalize(six.u('\u005b')), ' ') 21 | self.assertEqual(NGram.normalize(six.u('\u0060')), ' ') 22 | self.assertEqual(NGram.normalize(six.u('\u0061')), six.u('\u0061')) 23 | self.assertEqual(NGram.normalize(six.u('\u007a')), six.u('\u007a')) 24 | self.assertEqual(NGram.normalize(six.u('\u007b')), ' ') 25 | self.assertEqual(NGram.normalize(six.u('\u007f')), ' ') 26 | self.assertEqual(NGram.normalize(six.u('\u0080')), six.u('\u0080')) 27 | self.assertEqual(NGram.normalize(six.u('\u00a0')), ' ') 28 | self.assertEqual(NGram.normalize(six.u('\u00a1')), six.u('\u00a1')) 29 | 30 | def test_normalize_with_cjk_kanji(self): 31 | self.assertEqual(NGram.normalize(six.u('\u4E00')), six.u('\u4E00')) 32 | self.assertEqual(NGram.normalize(six.u('\u4E01')), six.u('\u4E01')) 33 | self.assertEqual(NGram.normalize(six.u('\u4E02')), six.u('\u4E02')) 34 | self.assertEqual(NGram.normalize(six.u('\u4E03')), six.u('\u4E01')) 35 | self.assertEqual(NGram.normalize(six.u('\u4E04')), six.u('\u4E04')) 36 | self.assertEqual(NGram.normalize(six.u('\u4E05')), six.u('\u4E05')) 37 | self.assertEqual(NGram.normalize(six.u('\u4E06')), six.u('\u4E06')) 38 | self.assertEqual(NGram.normalize(six.u('\u4E07')), six.u('\u4E07')) 39 | self.assertEqual(NGram.normalize(six.u('\u4E08')), six.u('\u4E08')) 40 | self.assertEqual(NGram.normalize(six.u('\u4E09')), six.u('\u4E09')) 41 | self.assertEqual(NGram.normalize(six.u('\u4E10')), six.u('\u4E10')) 42 | self.assertEqual(NGram.normalize(six.u('\u4E11')), six.u('\u4E11')) 43 | self.assertEqual(NGram.normalize(six.u('\u4E12')), six.u('\u4E12')) 44 | self.assertEqual(NGram.normalize(six.u('\u4E13')), six.u('\u4E13')) 45 | self.assertEqual(NGram.normalize(six.u('\u4E14')), six.u('\u4E14')) 46 | self.assertEqual(NGram.normalize(six.u('\u4E15')), six.u('\u4E15')) 47 | self.assertEqual(NGram.normalize(six.u('\u4E1e')), six.u('\u4E1e')) 48 | self.assertEqual(NGram.normalize(six.u('\u4E1f')), six.u('\u4E1f')) 49 | self.assertEqual(NGram.normalize(six.u('\u4E20')), six.u('\u4E20')) 50 | self.assertEqual(NGram.normalize(six.u('\u4E21')), six.u('\u4E21')) 51 | self.assertEqual(NGram.normalize(six.u('\u4E22')), six.u('\u4E22')) 52 | self.assertEqual(NGram.normalize(six.u('\u4E23')), six.u('\u4E23')) 53 | self.assertEqual(NGram.normalize(six.u('\u4E24')), six.u('\u4E13')) 54 | self.assertEqual(NGram.normalize(six.u('\u4E25')), six.u('\u4E13')) 55 | self.assertEqual(NGram.normalize(six.u('\u4E30')), six.u('\u4E30')) 56 | 57 | def test_normalize_for_romanian(self): 58 | self.assertEqual(NGram.normalize(six.u('\u015f')), six.u('\u015f')) 59 | self.assertEqual(NGram.normalize(six.u('\u0163')), six.u('\u0163')) 60 | self.assertEqual(NGram.normalize(six.u('\u0219')), six.u('\u015f')) 61 | self.assertEqual(NGram.normalize(six.u('\u021b')), six.u('\u0163')) 62 | 63 | def test_ngram(self): 64 | ngram = NGram() 65 | self.assertIsNone(ngram.get(0)) 66 | self.assertIsNone(ngram.get(1)) 67 | self.assertIsNone(ngram.get(2)) 68 | self.assertIsNone(ngram.get(3)) 69 | self.assertIsNone(ngram.get(4)) 70 | ngram.add_char(' ') 71 | self.assertIsNone(ngram.get(1)) 72 | self.assertIsNone(ngram.get(2)) 73 | self.assertIsNone(ngram.get(3)) 74 | ngram.add_char('A') 75 | self.assertEqual(ngram.get(1), 'A') 76 | self.assertEqual(ngram.get(2), ' A') 77 | self.assertIsNone(ngram.get(3)) 78 | ngram.add_char(six.u('\u06cc')) 79 | self.assertEqual(ngram.get(1), six.u('\u064a')) 80 | self.assertEqual(ngram.get(2), six.u('A\u064a')) 81 | self.assertEqual(ngram.get(3), six.u(' A\u064a')) 82 | ngram.add_char(six.u('\u1ea0')) 83 | self.assertEqual(ngram.get(1), six.u('\u1ec3')) 84 | self.assertEqual(ngram.get(2), six.u('\u064a\u1ec3')) 85 | self.assertEqual(ngram.get(3), six.u('A\u064a\u1ec3')) 86 | ngram.add_char(six.u('\u3044')) 87 | self.assertEqual(ngram.get(1), six.u('\u3042')) 88 | self.assertEqual(ngram.get(2), six.u('\u1ec3\u3042')) 89 | self.assertEqual(ngram.get(3), six.u('\u064a\u1ec3\u3042')) 90 | 91 | ngram.add_char(six.u('\u30a4')) 92 | self.assertEqual(ngram.get(1), six.u('\u30a2')) 93 | self.assertEqual(ngram.get(2), six.u('\u3042\u30a2')) 94 | self.assertEqual(ngram.get(3), six.u('\u1ec3\u3042\u30a2')) 95 | ngram.add_char(six.u('\u3106')) 96 | self.assertEqual(ngram.get(1), six.u('\u3105')) 97 | self.assertEqual(ngram.get(2), six.u('\u30a2\u3105')) 98 | self.assertEqual(ngram.get(3), six.u('\u3042\u30a2\u3105')) 99 | ngram.add_char(six.u('\uac01')) 100 | self.assertEqual(ngram.get(1), six.u('\uac00')) 101 | self.assertEqual(ngram.get(2), six.u('\u3105\uac00')) 102 | self.assertEqual(ngram.get(3), six.u('\u30a2\u3105\uac00')) 103 | ngram.add_char(six.u('\u2010')) 104 | self.assertIsNone(ngram.get(1)) 105 | self.assertEqual(ngram.get(2), six.u('\uac00 ')) 106 | self.assertEqual(ngram.get(3), six.u('\u3105\uac00 ')) 107 | 108 | ngram.add_char('a') 109 | self.assertEqual(ngram.get(1), 'a') 110 | self.assertEqual(ngram.get(2), ' a') 111 | self.assertIsNone(ngram.get(3)) 112 | 113 | def test_ngram3(self): 114 | ngram = NGram() 115 | 116 | ngram.add_char('A') 117 | self.assertEqual(ngram.get(1), 'A') 118 | self.assertEqual(ngram.get(2), ' A') 119 | self.assertIsNone(ngram.get(3)) 120 | 121 | ngram.add_char('1') 122 | self.assertIsNone(ngram.get(1)) 123 | self.assertEqual(ngram.get(2), 'A ') 124 | self.assertEqual(ngram.get(3), ' A ') 125 | 126 | ngram.add_char('B') 127 | self.assertEqual(ngram.get(1), 'B') 128 | self.assertEqual(ngram.get(2), ' B') 129 | self.assertIsNone(ngram.get(3)) 130 | 131 | def test_normalize_vietnamese(self): 132 | self.assertEqual(NGram.normalize_vi(six.u('')), '') 133 | self.assertEqual(NGram.normalize_vi(six.u('ABC')), 'ABC') 134 | self.assertEqual(NGram.normalize_vi(six.u('012')), '012') 135 | self.assertEqual(NGram.normalize_vi(six.u('\u00c0')), six.u('\u00c0')) 136 | 137 | self.assertEqual(NGram.normalize_vi(six.u('\u0041\u0300')), six.u('\u00C0')) 138 | self.assertEqual(NGram.normalize_vi(six.u('\u0045\u0300')), six.u('\u00C8')) 139 | self.assertEqual(NGram.normalize_vi(six.u('\u0049\u0300')), six.u('\u00CC')) 140 | self.assertEqual(NGram.normalize_vi(six.u('\u004F\u0300')), six.u('\u00D2')) 141 | self.assertEqual(NGram.normalize_vi(six.u('\u0055\u0300')), six.u('\u00D9')) 142 | self.assertEqual(NGram.normalize_vi(six.u('\u0059\u0300')), six.u('\u1EF2')) 143 | self.assertEqual(NGram.normalize_vi(six.u('\u0061\u0300')), six.u('\u00E0')) 144 | self.assertEqual(NGram.normalize_vi(six.u('\u0065\u0300')), six.u('\u00E8')) 145 | self.assertEqual(NGram.normalize_vi(six.u('\u0069\u0300')), six.u('\u00EC')) 146 | self.assertEqual(NGram.normalize_vi(six.u('\u006F\u0300')), six.u('\u00F2')) 147 | self.assertEqual(NGram.normalize_vi(six.u('\u0075\u0300')), six.u('\u00F9')) 148 | self.assertEqual(NGram.normalize_vi(six.u('\u0079\u0300')), six.u('\u1EF3')) 149 | self.assertEqual(NGram.normalize_vi(six.u('\u00C2\u0300')), six.u('\u1EA6')) 150 | self.assertEqual(NGram.normalize_vi(six.u('\u00CA\u0300')), six.u('\u1EC0')) 151 | self.assertEqual(NGram.normalize_vi(six.u('\u00D4\u0300')), six.u('\u1ED2')) 152 | self.assertEqual(NGram.normalize_vi(six.u('\u00E2\u0300')), six.u('\u1EA7')) 153 | self.assertEqual(NGram.normalize_vi(six.u('\u00EA\u0300')), six.u('\u1EC1')) 154 | self.assertEqual(NGram.normalize_vi(six.u('\u00F4\u0300')), six.u('\u1ED3')) 155 | self.assertEqual(NGram.normalize_vi(six.u('\u0102\u0300')), six.u('\u1EB0')) 156 | self.assertEqual(NGram.normalize_vi(six.u('\u0103\u0300')), six.u('\u1EB1')) 157 | self.assertEqual(NGram.normalize_vi(six.u('\u01A0\u0300')), six.u('\u1EDC')) 158 | self.assertEqual(NGram.normalize_vi(six.u('\u01A1\u0300')), six.u('\u1EDD')) 159 | self.assertEqual(NGram.normalize_vi(six.u('\u01AF\u0300')), six.u('\u1EEA')) 160 | self.assertEqual(NGram.normalize_vi(six.u('\u01B0\u0300')), six.u('\u1EEB')) 161 | 162 | self.assertEqual(NGram.normalize_vi(six.u('\u0041\u0301')), six.u('\u00C1')) 163 | self.assertEqual(NGram.normalize_vi(six.u('\u0045\u0301')), six.u('\u00C9')) 164 | self.assertEqual(NGram.normalize_vi(six.u('\u0049\u0301')), six.u('\u00CD')) 165 | self.assertEqual(NGram.normalize_vi(six.u('\u004F\u0301')), six.u('\u00D3')) 166 | self.assertEqual(NGram.normalize_vi(six.u('\u0055\u0301')), six.u('\u00DA')) 167 | self.assertEqual(NGram.normalize_vi(six.u('\u0059\u0301')), six.u('\u00DD')) 168 | self.assertEqual(NGram.normalize_vi(six.u('\u0061\u0301')), six.u('\u00E1')) 169 | self.assertEqual(NGram.normalize_vi(six.u('\u0065\u0301')), six.u('\u00E9')) 170 | self.assertEqual(NGram.normalize_vi(six.u('\u0069\u0301')), six.u('\u00ED')) 171 | self.assertEqual(NGram.normalize_vi(six.u('\u006F\u0301')), six.u('\u00F3')) 172 | self.assertEqual(NGram.normalize_vi(six.u('\u0075\u0301')), six.u('\u00FA')) 173 | self.assertEqual(NGram.normalize_vi(six.u('\u0079\u0301')), six.u('\u00FD')) 174 | self.assertEqual(NGram.normalize_vi(six.u('\u00C2\u0301')), six.u('\u1EA4')) 175 | self.assertEqual(NGram.normalize_vi(six.u('\u00CA\u0301')), six.u('\u1EBE')) 176 | self.assertEqual(NGram.normalize_vi(six.u('\u00D4\u0301')), six.u('\u1ED0')) 177 | self.assertEqual(NGram.normalize_vi(six.u('\u00E2\u0301')), six.u('\u1EA5')) 178 | self.assertEqual(NGram.normalize_vi(six.u('\u00EA\u0301')), six.u('\u1EBF')) 179 | self.assertEqual(NGram.normalize_vi(six.u('\u00F4\u0301')), six.u('\u1ED1')) 180 | self.assertEqual(NGram.normalize_vi(six.u('\u0102\u0301')), six.u('\u1EAE')) 181 | self.assertEqual(NGram.normalize_vi(six.u('\u0103\u0301')), six.u('\u1EAF')) 182 | self.assertEqual(NGram.normalize_vi(six.u('\u01A0\u0301')), six.u('\u1EDA')) 183 | self.assertEqual(NGram.normalize_vi(six.u('\u01A1\u0301')), six.u('\u1EDB')) 184 | self.assertEqual(NGram.normalize_vi(six.u('\u01AF\u0301')), six.u('\u1EE8')) 185 | self.assertEqual(NGram.normalize_vi(six.u('\u01B0\u0301')), six.u('\u1EE9')) 186 | 187 | self.assertEqual(NGram.normalize_vi(six.u('\u0041\u0303')), six.u('\u00C3')) 188 | self.assertEqual(NGram.normalize_vi(six.u('\u0045\u0303')), six.u('\u1EBC')) 189 | self.assertEqual(NGram.normalize_vi(six.u('\u0049\u0303')), six.u('\u0128')) 190 | self.assertEqual(NGram.normalize_vi(six.u('\u004F\u0303')), six.u('\u00D5')) 191 | self.assertEqual(NGram.normalize_vi(six.u('\u0055\u0303')), six.u('\u0168')) 192 | self.assertEqual(NGram.normalize_vi(six.u('\u0059\u0303')), six.u('\u1EF8')) 193 | self.assertEqual(NGram.normalize_vi(six.u('\u0061\u0303')), six.u('\u00E3')) 194 | self.assertEqual(NGram.normalize_vi(six.u('\u0065\u0303')), six.u('\u1EBD')) 195 | self.assertEqual(NGram.normalize_vi(six.u('\u0069\u0303')), six.u('\u0129')) 196 | self.assertEqual(NGram.normalize_vi(six.u('\u006F\u0303')), six.u('\u00F5')) 197 | self.assertEqual(NGram.normalize_vi(six.u('\u0075\u0303')), six.u('\u0169')) 198 | self.assertEqual(NGram.normalize_vi(six.u('\u0079\u0303')), six.u('\u1EF9')) 199 | self.assertEqual(NGram.normalize_vi(six.u('\u00C2\u0303')), six.u('\u1EAA')) 200 | self.assertEqual(NGram.normalize_vi(six.u('\u00CA\u0303')), six.u('\u1EC4')) 201 | self.assertEqual(NGram.normalize_vi(six.u('\u00D4\u0303')), six.u('\u1ED6')) 202 | self.assertEqual(NGram.normalize_vi(six.u('\u00E2\u0303')), six.u('\u1EAB')) 203 | self.assertEqual(NGram.normalize_vi(six.u('\u00EA\u0303')), six.u('\u1EC5')) 204 | self.assertEqual(NGram.normalize_vi(six.u('\u00F4\u0303')), six.u('\u1ED7')) 205 | self.assertEqual(NGram.normalize_vi(six.u('\u0102\u0303')), six.u('\u1EB4')) 206 | self.assertEqual(NGram.normalize_vi(six.u('\u0103\u0303')), six.u('\u1EB5')) 207 | self.assertEqual(NGram.normalize_vi(six.u('\u01A0\u0303')), six.u('\u1EE0')) 208 | self.assertEqual(NGram.normalize_vi(six.u('\u01A1\u0303')), six.u('\u1EE1')) 209 | self.assertEqual(NGram.normalize_vi(six.u('\u01AF\u0303')), six.u('\u1EEE')) 210 | self.assertEqual(NGram.normalize_vi(six.u('\u01B0\u0303')), six.u('\u1EEF')) 211 | 212 | self.assertEqual(NGram.normalize_vi(six.u('\u0041\u0309')), six.u('\u1EA2')) 213 | self.assertEqual(NGram.normalize_vi(six.u('\u0045\u0309')), six.u('\u1EBA')) 214 | self.assertEqual(NGram.normalize_vi(six.u('\u0049\u0309')), six.u('\u1EC8')) 215 | self.assertEqual(NGram.normalize_vi(six.u('\u004F\u0309')), six.u('\u1ECE')) 216 | self.assertEqual(NGram.normalize_vi(six.u('\u0055\u0309')), six.u('\u1EE6')) 217 | self.assertEqual(NGram.normalize_vi(six.u('\u0059\u0309')), six.u('\u1EF6')) 218 | self.assertEqual(NGram.normalize_vi(six.u('\u0061\u0309')), six.u('\u1EA3')) 219 | self.assertEqual(NGram.normalize_vi(six.u('\u0065\u0309')), six.u('\u1EBB')) 220 | self.assertEqual(NGram.normalize_vi(six.u('\u0069\u0309')), six.u('\u1EC9')) 221 | self.assertEqual(NGram.normalize_vi(six.u('\u006F\u0309')), six.u('\u1ECF')) 222 | self.assertEqual(NGram.normalize_vi(six.u('\u0075\u0309')), six.u('\u1EE7')) 223 | self.assertEqual(NGram.normalize_vi(six.u('\u0079\u0309')), six.u('\u1EF7')) 224 | self.assertEqual(NGram.normalize_vi(six.u('\u00C2\u0309')), six.u('\u1EA8')) 225 | self.assertEqual(NGram.normalize_vi(six.u('\u00CA\u0309')), six.u('\u1EC2')) 226 | self.assertEqual(NGram.normalize_vi(six.u('\u00D4\u0309')), six.u('\u1ED4')) 227 | self.assertEqual(NGram.normalize_vi(six.u('\u00E2\u0309')), six.u('\u1EA9')) 228 | self.assertEqual(NGram.normalize_vi(six.u('\u00EA\u0309')), six.u('\u1EC3')) 229 | self.assertEqual(NGram.normalize_vi(six.u('\u00F4\u0309')), six.u('\u1ED5')) 230 | self.assertEqual(NGram.normalize_vi(six.u('\u0102\u0309')), six.u('\u1EB2')) 231 | self.assertEqual(NGram.normalize_vi(six.u('\u0103\u0309')), six.u('\u1EB3')) 232 | self.assertEqual(NGram.normalize_vi(six.u('\u01A0\u0309')), six.u('\u1EDE')) 233 | self.assertEqual(NGram.normalize_vi(six.u('\u01A1\u0309')), six.u('\u1EDF')) 234 | self.assertEqual(NGram.normalize_vi(six.u('\u01AF\u0309')), six.u('\u1EEC')) 235 | self.assertEqual(NGram.normalize_vi(six.u('\u01B0\u0309')), six.u('\u1EED')) 236 | 237 | self.assertEqual(NGram.normalize_vi(six.u('\u0041\u0323')), six.u('\u1EA0')) 238 | self.assertEqual(NGram.normalize_vi(six.u('\u0045\u0323')), six.u('\u1EB8')) 239 | self.assertEqual(NGram.normalize_vi(six.u('\u0049\u0323')), six.u('\u1ECA')) 240 | self.assertEqual(NGram.normalize_vi(six.u('\u004F\u0323')), six.u('\u1ECC')) 241 | self.assertEqual(NGram.normalize_vi(six.u('\u0055\u0323')), six.u('\u1EE4')) 242 | self.assertEqual(NGram.normalize_vi(six.u('\u0059\u0323')), six.u('\u1EF4')) 243 | self.assertEqual(NGram.normalize_vi(six.u('\u0061\u0323')), six.u('\u1EA1')) 244 | self.assertEqual(NGram.normalize_vi(six.u('\u0065\u0323')), six.u('\u1EB9')) 245 | self.assertEqual(NGram.normalize_vi(six.u('\u0069\u0323')), six.u('\u1ECB')) 246 | self.assertEqual(NGram.normalize_vi(six.u('\u006F\u0323')), six.u('\u1ECD')) 247 | self.assertEqual(NGram.normalize_vi(six.u('\u0075\u0323')), six.u('\u1EE5')) 248 | self.assertEqual(NGram.normalize_vi(six.u('\u0079\u0323')), six.u('\u1EF5')) 249 | self.assertEqual(NGram.normalize_vi(six.u('\u00C2\u0323')), six.u('\u1EAC')) 250 | self.assertEqual(NGram.normalize_vi(six.u('\u00CA\u0323')), six.u('\u1EC6')) 251 | self.assertEqual(NGram.normalize_vi(six.u('\u00D4\u0323')), six.u('\u1ED8')) 252 | self.assertEqual(NGram.normalize_vi(six.u('\u00E2\u0323')), six.u('\u1EAD')) 253 | self.assertEqual(NGram.normalize_vi(six.u('\u00EA\u0323')), six.u('\u1EC7')) 254 | self.assertEqual(NGram.normalize_vi(six.u('\u00F4\u0323')), six.u('\u1ED9')) 255 | self.assertEqual(NGram.normalize_vi(six.u('\u0102\u0323')), six.u('\u1EB6')) 256 | self.assertEqual(NGram.normalize_vi(six.u('\u0103\u0323')), six.u('\u1EB7')) 257 | self.assertEqual(NGram.normalize_vi(six.u('\u01A0\u0323')), six.u('\u1EE2')) 258 | self.assertEqual(NGram.normalize_vi(six.u('\u01A1\u0323')), six.u('\u1EE3')) 259 | self.assertEqual(NGram.normalize_vi(six.u('\u01AF\u0323')), six.u('\u1EF0')) 260 | self.assertEqual(NGram.normalize_vi(six.u('\u01B0\u0323')), six.u('\u1EF1')) 261 | -------------------------------------------------------------------------------- /langdetect/tests/utils/test_unicode_block.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | 3 | import six 4 | 5 | from langdetect.utils import unicode_block 6 | 7 | 8 | class UnicodeBlockTest(unittest.TestCase): 9 | def test_unicode_block(self): 10 | self.assertEqual(unicode_block.unicode_block(six.u('\u0065')), unicode_block.UNICODE_BASIC_LATIN) 11 | self.assertEqual(unicode_block.unicode_block(six.u('\u007F')), unicode_block.UNICODE_BASIC_LATIN) 12 | self.assertEqual(unicode_block.unicode_block(six.u('\u0080')), unicode_block.UNICODE_LATIN_1_SUPPLEMENT) 13 | self.assertEqual(unicode_block.unicode_block(six.u('\u21FF')), unicode_block.UNICODE_ARROWS) 14 | self.assertEqual(unicode_block.unicode_block(six.u('\u2200')), unicode_block.UNICODE_MATHEMATICAL_OPERATORS) 15 | self.assertEqual(unicode_block.unicode_block(six.u('\u2201')), unicode_block.UNICODE_MATHEMATICAL_OPERATORS) 16 | self.assertEqual(unicode_block.unicode_block(six.u('\u22FF')), unicode_block.UNICODE_MATHEMATICAL_OPERATORS) 17 | self.assertEqual(unicode_block.unicode_block(six.u('\u2300')), unicode_block.UNICODE_MISCELLANEOUS_TECHNICAL) 18 | # test only on wide builds (i.e. Python 3) 19 | if len(six.u('\U0010FFFF')) == 1: 20 | self.assertEqual(unicode_block.unicode_block(six.u('\U000F0000')), unicode_block.UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_A) 21 | self.assertEqual(unicode_block.unicode_block(six.u('\U000FFFFF')), unicode_block.UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_A) 22 | self.assertEqual(unicode_block.unicode_block(six.u('\U00100000')), unicode_block.UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_B) 23 | self.assertEqual(unicode_block.unicode_block(six.u('\U0010FFFF')), unicode_block.UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_B) 24 | -------------------------------------------------------------------------------- /langdetect/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mimino666/langdetect/5071871742170034557c0e6ec8d6e410f3d9652f/langdetect/utils/__init__.py -------------------------------------------------------------------------------- /langdetect/utils/lang_profile.py: -------------------------------------------------------------------------------- 1 | from collections import defaultdict 2 | import re 3 | 4 | import six 5 | from six.moves import xrange 6 | 7 | from .ngram import NGram 8 | 9 | 10 | class LangProfile(object): 11 | MINIMUM_FREQ = 2 12 | LESS_FREQ_RATIO = 100000 13 | 14 | ROMAN_CHAR_RE = re.compile(r'^[A-Za-z]$') 15 | ROMAN_SUBSTR_RE = re.compile(r'.*[A-Za-z].*') 16 | 17 | def __init__(self, name=None, freq=None, n_words=None): 18 | self.freq = defaultdict(int) 19 | if freq is not None: 20 | self.freq.update(freq) 21 | 22 | if n_words is None: 23 | n_words = [0] * NGram.N_GRAM 24 | 25 | self.name = name 26 | self.n_words = n_words 27 | 28 | def add(self, gram): 29 | '''Add n-gram to profile.''' 30 | if self.name is None or gram is None: # Illegal 31 | return 32 | length = len(gram) 33 | if length < 1 or length > NGram.N_GRAM: # Illegal 34 | return 35 | self.n_words[length - 1] += 1 36 | self.freq[gram] += 1 37 | 38 | def omit_less_freq(self): 39 | '''Eliminate below less frequency n-grams and noise Latin alphabets.''' 40 | if self.name is None: # Illegal 41 | return 42 | threshold = max(self.n_words[0] // self.LESS_FREQ_RATIO, self.MINIMUM_FREQ) 43 | 44 | roman = 0 45 | for key, count in list(six.iteritems(self.freq)): 46 | if count <= threshold: 47 | self.n_words[len(key)-1] -= count 48 | del self.freq[key] 49 | elif self.ROMAN_CHAR_RE.match(key): 50 | roman += count 51 | 52 | # roman check 53 | if roman < self.n_words[0] // 3: 54 | for key, count in list(six.iteritems(self.freq)): 55 | if self.ROMAN_SUBSTR_RE.match(key): 56 | self.n_words[len(key)-1] -= count 57 | del self.freq[key] 58 | 59 | def update(self, text): 60 | '''Update the language profile with (fragmented) text. 61 | Extract n-grams from text and add their frequency into the profile. 62 | ''' 63 | if text is None: 64 | return 65 | text = NGram.normalize_vi(text) 66 | gram = NGram() 67 | for ch in text: 68 | gram.add_char(ch) 69 | for n in xrange(1, NGram.N_GRAM+1): 70 | self.add(gram.get(n)) 71 | -------------------------------------------------------------------------------- /langdetect/utils/messages.py: -------------------------------------------------------------------------------- 1 | from os import path 2 | 3 | 4 | class Messages(object): 5 | MESSAGES_FILENAME = path.join(path.dirname(__file__), 'messages.properties') 6 | 7 | def __init__(self): 8 | self.messages = {} 9 | with open(self.MESSAGES_FILENAME, 'r') as f: 10 | for line in f: 11 | key, _, value = line.strip().partition('=') 12 | self.messages[key] = value.encode().decode('unicode_escape') 13 | 14 | def get_string(self, key): 15 | return self.messages.get(key, '!%s!' % key) 16 | 17 | 18 | _messages = None 19 | def get_string(key): 20 | global _messages 21 | if _messages is None: 22 | _messages = Messages() 23 | return _messages.get_string(key) 24 | -------------------------------------------------------------------------------- /langdetect/utils/ngram.py: -------------------------------------------------------------------------------- 1 | import re 2 | 3 | import six 4 | 5 | from . import messages 6 | from .unicode_block import ( 7 | unicode_block, 8 | UNICODE_BASIC_LATIN, 9 | UNICODE_LATIN_1_SUPPLEMENT, 10 | UNICODE_LATIN_EXTENDED_B, 11 | UNICODE_GENERAL_PUNCTUATION, 12 | UNICODE_ARABIC, 13 | UNICODE_LATIN_EXTENDED_ADDITIONAL, 14 | UNICODE_HIRAGANA, 15 | UNICODE_KATAKANA, 16 | UNICODE_BOPOMOFO, 17 | UNICODE_BOPOMOFO_EXTENDED, 18 | UNICODE_CJK_UNIFIED_IDEOGRAPHS, 19 | UNICODE_HANGUL_SYLLABLES, 20 | ) 21 | 22 | 23 | class NGram(object): 24 | LATIN1_EXCLUDED = messages.get_string('NGram.LATIN1_EXCLUDE') 25 | N_GRAM = 3 26 | 27 | def __init__(self): 28 | self.grams = ' ' 29 | self.capitalword = False 30 | 31 | def add_char(self, ch): 32 | '''Append a character into ngram buffer.''' 33 | ch = self.normalize(ch) 34 | last_char = self.grams[-1] 35 | if last_char == ' ': 36 | self.grams = ' ' 37 | self.capitalword = False 38 | if ch == ' ': 39 | return 40 | elif len(self.grams) >= self.N_GRAM: 41 | self.grams = self.grams[1:] 42 | self.grams += ch 43 | 44 | if ch.isupper(): 45 | if last_char.isupper(): 46 | self.capitalword = True 47 | else: 48 | self.capitalword = False 49 | 50 | def get(self, n): 51 | '''Get n-gram.''' 52 | if self.capitalword: 53 | return 54 | if n < 1 or n > self.N_GRAM or len(self.grams) < n: 55 | return 56 | if n == 1: 57 | ch = self.grams[-1] 58 | if ch == ' ': 59 | return 60 | return ch 61 | else: 62 | return self.grams[-n:] 63 | 64 | @classmethod 65 | def normalize(cls, ch): 66 | block = unicode_block(ch) 67 | if block == UNICODE_BASIC_LATIN: 68 | if ch < 'A' or ('Z' < ch < 'a') or 'z' < ch: 69 | ch = ' ' 70 | elif block == UNICODE_LATIN_1_SUPPLEMENT: 71 | if cls.LATIN1_EXCLUDED.find(ch) >= 0: 72 | ch = ' ' 73 | elif block == UNICODE_LATIN_EXTENDED_B: 74 | # normalization for Romanian 75 | if ch == six.u('\u0219'): # Small S with comma below => with cedilla 76 | ch = six.u('\u015f') 77 | if ch == six.u('\u021b'): # Small T with comma below => with cedilla 78 | ch = six.u('\u0163') 79 | elif block == UNICODE_GENERAL_PUNCTUATION: 80 | ch = ' ' 81 | elif block == UNICODE_ARABIC: 82 | if ch == six.u('\u06cc'): 83 | ch = six.u('\u064a') # Farsi yeh => Arabic yeh 84 | elif block == UNICODE_LATIN_EXTENDED_ADDITIONAL: 85 | if ch >= six.u('\u1ea0'): 86 | ch = six.u('\u1ec3') 87 | elif block == UNICODE_HIRAGANA: 88 | ch = six.u('\u3042') 89 | elif block == UNICODE_KATAKANA: 90 | ch = six.u('\u30a2') 91 | elif block in (UNICODE_BOPOMOFO, UNICODE_BOPOMOFO_EXTENDED): 92 | ch = six.u('\u3105') 93 | elif block == UNICODE_CJK_UNIFIED_IDEOGRAPHS: 94 | ch = cls.CJK_MAP.get(ch, ch) 95 | elif block == UNICODE_HANGUL_SYLLABLES: 96 | ch = six.u('\uac00') 97 | return ch 98 | 99 | @classmethod 100 | def normalize_vi(cls, text): 101 | '''Normalizer for Vietnamese. 102 | Normalize Alphabet + Diacritical Mark(U+03xx) into U+1Exx. 103 | ''' 104 | def repl(m): 105 | alphabet = cls.TO_NORMALIZE_VI_CHARS.find(m.group(1)) 106 | dmark = cls.DMARK_CLASS.find(m.group(2)) # Diacritical Mark 107 | return cls.NORMALIZED_VI_CHARS[dmark][alphabet] 108 | return cls.ALPHABET_WITH_DMARK.sub(repl, text) 109 | 110 | NORMALIZED_VI_CHARS = [ 111 | messages.get_string('NORMALIZED_VI_CHARS_0300'), 112 | messages.get_string('NORMALIZED_VI_CHARS_0301'), 113 | messages.get_string('NORMALIZED_VI_CHARS_0303'), 114 | messages.get_string('NORMALIZED_VI_CHARS_0309'), 115 | messages.get_string('NORMALIZED_VI_CHARS_0323')] 116 | TO_NORMALIZE_VI_CHARS = messages.get_string('TO_NORMALIZE_VI_CHARS') 117 | DMARK_CLASS = messages.get_string('DMARK_CLASS') 118 | ALPHABET_WITH_DMARK = re.compile( 119 | '([' + TO_NORMALIZE_VI_CHARS + '])([' + DMARK_CLASS + '])', 120 | re.UNICODE) 121 | 122 | # CJK Kanji Normalization Mapping 123 | CJK_CLASS = [ 124 | messages.get_string('NGram.KANJI_1_0'), 125 | messages.get_string('NGram.KANJI_1_2'), 126 | messages.get_string('NGram.KANJI_1_4'), 127 | messages.get_string('NGram.KANJI_1_8'), 128 | messages.get_string('NGram.KANJI_1_11'), 129 | messages.get_string('NGram.KANJI_1_12'), 130 | messages.get_string('NGram.KANJI_1_13'), 131 | messages.get_string('NGram.KANJI_1_14'), 132 | messages.get_string('NGram.KANJI_1_16'), 133 | messages.get_string('NGram.KANJI_1_18'), 134 | messages.get_string('NGram.KANJI_1_22'), 135 | messages.get_string('NGram.KANJI_1_27'), 136 | messages.get_string('NGram.KANJI_1_29'), 137 | messages.get_string('NGram.KANJI_1_31'), 138 | messages.get_string('NGram.KANJI_1_35'), 139 | messages.get_string('NGram.KANJI_2_0'), 140 | messages.get_string('NGram.KANJI_2_1'), 141 | messages.get_string('NGram.KANJI_2_4'), 142 | messages.get_string('NGram.KANJI_2_9'), 143 | messages.get_string('NGram.KANJI_2_10'), 144 | messages.get_string('NGram.KANJI_2_11'), 145 | messages.get_string('NGram.KANJI_2_12'), 146 | messages.get_string('NGram.KANJI_2_13'), 147 | messages.get_string('NGram.KANJI_2_15'), 148 | messages.get_string('NGram.KANJI_2_16'), 149 | messages.get_string('NGram.KANJI_2_18'), 150 | messages.get_string('NGram.KANJI_2_21'), 151 | messages.get_string('NGram.KANJI_2_22'), 152 | messages.get_string('NGram.KANJI_2_23'), 153 | messages.get_string('NGram.KANJI_2_28'), 154 | messages.get_string('NGram.KANJI_2_29'), 155 | messages.get_string('NGram.KANJI_2_30'), 156 | messages.get_string('NGram.KANJI_2_31'), 157 | messages.get_string('NGram.KANJI_2_32'), 158 | messages.get_string('NGram.KANJI_2_35'), 159 | messages.get_string('NGram.KANJI_2_36'), 160 | messages.get_string('NGram.KANJI_2_37'), 161 | messages.get_string('NGram.KANJI_2_38'), 162 | messages.get_string('NGram.KANJI_3_1'), 163 | messages.get_string('NGram.KANJI_3_2'), 164 | messages.get_string('NGram.KANJI_3_3'), 165 | messages.get_string('NGram.KANJI_3_4'), 166 | messages.get_string('NGram.KANJI_3_5'), 167 | messages.get_string('NGram.KANJI_3_8'), 168 | messages.get_string('NGram.KANJI_3_9'), 169 | messages.get_string('NGram.KANJI_3_11'), 170 | messages.get_string('NGram.KANJI_3_12'), 171 | messages.get_string('NGram.KANJI_3_13'), 172 | messages.get_string('NGram.KANJI_3_15'), 173 | messages.get_string('NGram.KANJI_3_16'), 174 | messages.get_string('NGram.KANJI_3_18'), 175 | messages.get_string('NGram.KANJI_3_19'), 176 | messages.get_string('NGram.KANJI_3_22'), 177 | messages.get_string('NGram.KANJI_3_23'), 178 | messages.get_string('NGram.KANJI_3_27'), 179 | messages.get_string('NGram.KANJI_3_29'), 180 | messages.get_string('NGram.KANJI_3_30'), 181 | messages.get_string('NGram.KANJI_3_31'), 182 | messages.get_string('NGram.KANJI_3_32'), 183 | messages.get_string('NGram.KANJI_3_35'), 184 | messages.get_string('NGram.KANJI_3_36'), 185 | messages.get_string('NGram.KANJI_3_37'), 186 | messages.get_string('NGram.KANJI_3_38'), 187 | messages.get_string('NGram.KANJI_4_0'), 188 | messages.get_string('NGram.KANJI_4_9'), 189 | messages.get_string('NGram.KANJI_4_10'), 190 | messages.get_string('NGram.KANJI_4_16'), 191 | messages.get_string('NGram.KANJI_4_17'), 192 | messages.get_string('NGram.KANJI_4_18'), 193 | messages.get_string('NGram.KANJI_4_22'), 194 | messages.get_string('NGram.KANJI_4_24'), 195 | messages.get_string('NGram.KANJI_4_28'), 196 | messages.get_string('NGram.KANJI_4_34'), 197 | messages.get_string('NGram.KANJI_4_39'), 198 | messages.get_string('NGram.KANJI_5_10'), 199 | messages.get_string('NGram.KANJI_5_11'), 200 | messages.get_string('NGram.KANJI_5_12'), 201 | messages.get_string('NGram.KANJI_5_13'), 202 | messages.get_string('NGram.KANJI_5_14'), 203 | messages.get_string('NGram.KANJI_5_18'), 204 | messages.get_string('NGram.KANJI_5_26'), 205 | messages.get_string('NGram.KANJI_5_29'), 206 | messages.get_string('NGram.KANJI_5_34'), 207 | messages.get_string('NGram.KANJI_5_39'), 208 | messages.get_string('NGram.KANJI_6_0'), 209 | messages.get_string('NGram.KANJI_6_3'), 210 | messages.get_string('NGram.KANJI_6_9'), 211 | messages.get_string('NGram.KANJI_6_10'), 212 | messages.get_string('NGram.KANJI_6_11'), 213 | messages.get_string('NGram.KANJI_6_12'), 214 | messages.get_string('NGram.KANJI_6_16'), 215 | messages.get_string('NGram.KANJI_6_18'), 216 | messages.get_string('NGram.KANJI_6_20'), 217 | messages.get_string('NGram.KANJI_6_21'), 218 | messages.get_string('NGram.KANJI_6_22'), 219 | messages.get_string('NGram.KANJI_6_23'), 220 | messages.get_string('NGram.KANJI_6_25'), 221 | messages.get_string('NGram.KANJI_6_28'), 222 | messages.get_string('NGram.KANJI_6_29'), 223 | messages.get_string('NGram.KANJI_6_30'), 224 | messages.get_string('NGram.KANJI_6_32'), 225 | messages.get_string('NGram.KANJI_6_34'), 226 | messages.get_string('NGram.KANJI_6_35'), 227 | messages.get_string('NGram.KANJI_6_37'), 228 | messages.get_string('NGram.KANJI_6_39'), 229 | messages.get_string('NGram.KANJI_7_0'), 230 | messages.get_string('NGram.KANJI_7_3'), 231 | messages.get_string('NGram.KANJI_7_6'), 232 | messages.get_string('NGram.KANJI_7_7'), 233 | messages.get_string('NGram.KANJI_7_9'), 234 | messages.get_string('NGram.KANJI_7_11'), 235 | messages.get_string('NGram.KANJI_7_12'), 236 | messages.get_string('NGram.KANJI_7_13'), 237 | messages.get_string('NGram.KANJI_7_16'), 238 | messages.get_string('NGram.KANJI_7_18'), 239 | messages.get_string('NGram.KANJI_7_19'), 240 | messages.get_string('NGram.KANJI_7_20'), 241 | messages.get_string('NGram.KANJI_7_21'), 242 | messages.get_string('NGram.KANJI_7_23'), 243 | messages.get_string('NGram.KANJI_7_25'), 244 | messages.get_string('NGram.KANJI_7_28'), 245 | messages.get_string('NGram.KANJI_7_29'), 246 | messages.get_string('NGram.KANJI_7_32'), 247 | messages.get_string('NGram.KANJI_7_33'), 248 | messages.get_string('NGram.KANJI_7_35'), 249 | messages.get_string('NGram.KANJI_7_37')] 250 | 251 | CJK_MAP = {} 252 | 253 | @classmethod 254 | def _init_cjk_map(cls): 255 | for cjk_list in cls.CJK_CLASS: 256 | representative = cjk_list[0] 257 | for ch in cjk_list: 258 | cls.CJK_MAP[ch] = representative 259 | 260 | NGram._init_cjk_map() 261 | -------------------------------------------------------------------------------- /langdetect/utils/unicode_block.py: -------------------------------------------------------------------------------- 1 | UNICODE_BASIC_LATIN = 1 2 | UNICODE_LATIN_1_SUPPLEMENT = 2 3 | UNICODE_LATIN_EXTENDED_A = 3 4 | UNICODE_LATIN_EXTENDED_B = 4 5 | UNICODE_IPA_EXTENSIONS = 5 6 | UNICODE_SPACING_MODIFIER_LETTERS = 6 7 | UNICODE_COMBINING_DIACRITICAL_MARKS = 7 8 | UNICODE_GREEK_AND_COPTIC = 8 9 | UNICODE_CYRILLIC = 9 10 | UNICODE_CYRILLIC_SUPPLEMENT = 10 11 | UNICODE_ARMENIAN = 11 12 | UNICODE_HEBREW = 12 13 | UNICODE_ARABIC = 13 14 | UNICODE_SYRIAC = 14 15 | UNICODE_ARABIC_SUPPLEMENT = 15 16 | UNICODE_THAANA = 16 17 | UNICODE_NKO = 17 18 | UNICODE_SAMARITAN = 18 19 | UNICODE_MANDAIC = 19 20 | UNICODE_ARABIC_EXTENDED_A = 20 21 | UNICODE_DEVANAGARI = 21 22 | UNICODE_BENGALI = 22 23 | UNICODE_GURMUKHI = 23 24 | UNICODE_GUJARATI = 24 25 | UNICODE_ORIYA = 25 26 | UNICODE_TAMIL = 26 27 | UNICODE_TELUGU = 27 28 | UNICODE_KANNADA = 28 29 | UNICODE_MALAYALAM = 29 30 | UNICODE_SINHALA = 30 31 | UNICODE_THAI = 31 32 | UNICODE_LAO = 32 33 | UNICODE_TIBETAN = 33 34 | UNICODE_MYANMAR = 34 35 | UNICODE_GEORGIAN = 35 36 | UNICODE_HANGUL_JAMO = 36 37 | UNICODE_ETHIOPIC = 37 38 | UNICODE_ETHIOPIC_SUPPLEMENT = 38 39 | UNICODE_CHEROKEE = 39 40 | UNICODE_UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS = 40 41 | UNICODE_OGHAM = 41 42 | UNICODE_RUNIC = 42 43 | UNICODE_TAGALOG = 43 44 | UNICODE_HANUNOO = 44 45 | UNICODE_BUHID = 45 46 | UNICODE_TAGBANWA = 46 47 | UNICODE_KHMER = 47 48 | UNICODE_MONGOLIAN = 48 49 | UNICODE_UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS_EXTENDED = 49 50 | UNICODE_LIMBU = 50 51 | UNICODE_TAI_LE = 51 52 | UNICODE_NEW_TAI_LUE = 52 53 | UNICODE_KHMER_SYMBOLS = 53 54 | UNICODE_BUGINESE = 54 55 | UNICODE_TAI_THAM = 55 56 | UNICODE_BALINESE = 56 57 | UNICODE_SUNDANESE = 57 58 | UNICODE_BATAK = 58 59 | UNICODE_LEPCHA = 59 60 | UNICODE_OL_CHIKI = 60 61 | UNICODE_SUNDANESE_SUPPLEMENT = 61 62 | UNICODE_VEDIC_EXTENSIONS = 62 63 | UNICODE_PHONETIC_EXTENSIONS = 63 64 | UNICODE_PHONETIC_EXTENSIONS_SUPPLEMENT = 64 65 | UNICODE_COMBINING_DIACRITICAL_MARKS_SUPPLEMENT = 65 66 | UNICODE_LATIN_EXTENDED_ADDITIONAL = 66 67 | UNICODE_GREEK_EXTENDED = 67 68 | UNICODE_GENERAL_PUNCTUATION = 68 69 | UNICODE_SUPERSCRIPTS_AND_SUBSCRIPTS = 69 70 | UNICODE_CURRENCY_SYMBOLS = 70 71 | UNICODE_COMBINING_DIACRITICAL_MARKS_FOR_SYMBOLS = 71 72 | UNICODE_LETTERLIKE_SYMBOLS = 72 73 | UNICODE_NUMBER_FORMS = 73 74 | UNICODE_ARROWS = 74 75 | UNICODE_MATHEMATICAL_OPERATORS = 75 76 | UNICODE_MISCELLANEOUS_TECHNICAL = 76 77 | UNICODE_CONTROL_PICTURES = 77 78 | UNICODE_OPTICAL_CHARACTER_RECOGNITION = 78 79 | UNICODE_ENCLOSED_ALPHANUMERICS = 79 80 | UNICODE_BOX_DRAWING = 80 81 | UNICODE_BLOCK_ELEMENTS = 81 82 | UNICODE_GEOMETRIC_SHAPES = 82 83 | UNICODE_MISCELLANEOUS_SYMBOLS = 83 84 | UNICODE_DINGBATS = 84 85 | UNICODE_MISCELLANEOUS_MATHEMATICAL_SYMBOLS_A = 85 86 | UNICODE_SUPPLEMENTAL_ARROWS_A = 86 87 | UNICODE_BRAILLE_PATTERNS = 87 88 | UNICODE_SUPPLEMENTAL_ARROWS_B = 88 89 | UNICODE_MISCELLANEOUS_MATHEMATICAL_SYMBOLS_B = 89 90 | UNICODE_SUPPLEMENTAL_MATHEMATICAL_OPERATORS = 90 91 | UNICODE_MISCELLANEOUS_SYMBOLS_AND_ARROWS = 91 92 | UNICODE_GLAGOLITIC = 92 93 | UNICODE_LATIN_EXTENDED_C = 93 94 | UNICODE_COPTIC = 94 95 | UNICODE_GEORGIAN_SUPPLEMENT = 95 96 | UNICODE_TIFINAGH = 96 97 | UNICODE_ETHIOPIC_EXTENDED = 97 98 | UNICODE_CYRILLIC_EXTENDED_A = 98 99 | UNICODE_SUPPLEMENTAL_PUNCTUATION = 99 100 | UNICODE_CJK_RADICALS_SUPPLEMENT = 100 101 | UNICODE_KANGXI_RADICALS = 101 102 | UNICODE_IDEOGRAPHIC_DESCRIPTION_CHARACTERS = 102 103 | UNICODE_CJK_SYMBOLS_AND_PUNCTUATION = 103 104 | UNICODE_HIRAGANA = 104 105 | UNICODE_KATAKANA = 105 106 | UNICODE_BOPOMOFO = 106 107 | UNICODE_HANGUL_COMPATIBILITY_JAMO = 107 108 | UNICODE_KANBUN = 108 109 | UNICODE_BOPOMOFO_EXTENDED = 109 110 | UNICODE_CJK_STROKES = 110 111 | UNICODE_KATAKANA_PHONETIC_EXTENSIONS = 111 112 | UNICODE_ENCLOSED_CJK_LETTERS_AND_MONTHS = 112 113 | UNICODE_CJK_COMPATIBILITY = 113 114 | UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_A = 114 115 | UNICODE_YIJING_HEXAGRAM_SYMBOLS = 115 116 | UNICODE_CJK_UNIFIED_IDEOGRAPHS = 116 117 | UNICODE_YI_SYLLABLES = 117 118 | UNICODE_YI_RADICALS = 118 119 | UNICODE_LISU = 119 120 | UNICODE_VAI = 120 121 | UNICODE_CYRILLIC_EXTENDED_B = 121 122 | UNICODE_BAMUM = 122 123 | UNICODE_MODIFIER_TONE_LETTERS = 123 124 | UNICODE_LATIN_EXTENDED_D = 124 125 | UNICODE_SYLOTI_NAGRI = 125 126 | UNICODE_COMMON_INDIC_NUMBER_FORMS = 126 127 | UNICODE_PHAGS_PA = 127 128 | UNICODE_SAURASHTRA = 128 129 | UNICODE_DEVANAGARI_EXTENDED = 129 130 | UNICODE_KAYAH_LI = 130 131 | UNICODE_REJANG = 131 132 | UNICODE_HANGUL_JAMO_EXTENDED_A = 132 133 | UNICODE_JAVANESE = 133 134 | UNICODE_CHAM = 134 135 | UNICODE_MYANMAR_EXTENDED_A = 135 136 | UNICODE_TAI_VIET = 136 137 | UNICODE_MEETEI_MAYEK_EXTENSIONS = 137 138 | UNICODE_ETHIOPIC_EXTENDED_A = 138 139 | UNICODE_MEETEI_MAYEK = 139 140 | UNICODE_HANGUL_SYLLABLES = 140 141 | UNICODE_HANGUL_JAMO_EXTENDED_B = 141 142 | UNICODE_HIGH_SURROGATES = 142 143 | UNICODE_HIGH_PRIVATE_USE_SURROGATES = 143 144 | UNICODE_LOW_SURROGATES = 144 145 | UNICODE_PRIVATE_USE_AREA = 145 146 | UNICODE_CJK_COMPATIBILITY_IDEOGRAPHS = 146 147 | UNICODE_ALPHABETIC_PRESENTATION_FORMS = 147 148 | UNICODE_ARABIC_PRESENTATION_FORMS_A = 148 149 | UNICODE_VARIATION_SELECTORS = 149 150 | UNICODE_VERTICAL_FORMS = 150 151 | UNICODE_COMBINING_HALF_MARKS = 151 152 | UNICODE_CJK_COMPATIBILITY_FORMS = 152 153 | UNICODE_SMALL_FORM_VARIANTS = 153 154 | UNICODE_ARABIC_PRESENTATION_FORMS_B = 154 155 | UNICODE_HALFWIDTH_AND_FULLWIDTH_FORMS = 155 156 | UNICODE_SPECIALS = 156 157 | UNICODE_LINEAR_B_SYLLABARY = 157 158 | UNICODE_LINEAR_B_IDEOGRAMS = 158 159 | UNICODE_AEGEAN_NUMBERS = 159 160 | UNICODE_ANCIENT_GREEK_NUMBERS = 160 161 | UNICODE_ANCIENT_SYMBOLS = 161 162 | UNICODE_PHAISTOS_DISC = 162 163 | UNICODE_LYCIAN = 163 164 | UNICODE_CARIAN = 164 165 | UNICODE_OLD_ITALIC = 165 166 | UNICODE_GOTHIC = 166 167 | UNICODE_UGARITIC = 167 168 | UNICODE_OLD_PERSIAN = 168 169 | UNICODE_DESERET = 169 170 | UNICODE_SHAVIAN = 170 171 | UNICODE_OSMANYA = 171 172 | UNICODE_CYPRIOT_SYLLABARY = 172 173 | UNICODE_IMPERIAL_ARAMAIC = 173 174 | UNICODE_PHOENICIAN = 174 175 | UNICODE_LYDIAN = 175 176 | UNICODE_MEROITIC_HIEROGLYPHS = 176 177 | UNICODE_MEROITIC_CURSIVE = 177 178 | UNICODE_KHAROSHTHI = 178 179 | UNICODE_OLD_SOUTH_ARABIAN = 179 180 | UNICODE_AVESTAN = 180 181 | UNICODE_INSCRIPTIONAL_PARTHIAN = 181 182 | UNICODE_INSCRIPTIONAL_PAHLAVI = 182 183 | UNICODE_OLD_TURKIC = 183 184 | UNICODE_RUMI_NUMERAL_SYMBOLS = 184 185 | UNICODE_BRAHMI = 185 186 | UNICODE_KAITHI = 186 187 | UNICODE_SORA_SOMPENG = 187 188 | UNICODE_CHAKMA = 188 189 | UNICODE_SHARADA = 189 190 | UNICODE_TAKRI = 190 191 | UNICODE_CUNEIFORM = 191 192 | UNICODE_CUNEIFORM_NUMBERS_AND_PUNCTUATION = 192 193 | UNICODE_EGYPTIAN_HIEROGLYPHS = 193 194 | UNICODE_BAMUM_SUPPLEMENT = 194 195 | UNICODE_MIAO = 195 196 | UNICODE_KANA_SUPPLEMENT = 196 197 | UNICODE_BYZANTINE_MUSICAL_SYMBOLS = 197 198 | UNICODE_MUSICAL_SYMBOLS = 198 199 | UNICODE_ANCIENT_GREEK_MUSICAL_NOTATION = 199 200 | UNICODE_TAI_XUAN_JING_SYMBOLS = 200 201 | UNICODE_COUNTING_ROD_NUMERALS = 201 202 | UNICODE_MATHEMATICAL_ALPHANUMERIC_SYMBOLS = 202 203 | UNICODE_ARABIC_MATHEMATICAL_ALPHABETIC_SYMBOLS = 203 204 | UNICODE_MAHJONG_TILES = 204 205 | UNICODE_DOMINO_TILES = 205 206 | UNICODE_PLAYING_CARDS = 206 207 | UNICODE_ENCLOSED_ALPHANUMERIC_SUPPLEMENT = 207 208 | UNICODE_ENCLOSED_IDEOGRAPHIC_SUPPLEMENT = 208 209 | UNICODE_MISCELLANEOUS_SYMBOLS_AND_PICTOGRAPHS = 209 210 | UNICODE_EMOTICONS = 210 211 | UNICODE_TRANSPORT_AND_MAP_SYMBOLS = 211 212 | UNICODE_ALCHEMICAL_SYMBOLS = 212 213 | UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_B = 213 214 | UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_C = 214 215 | UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_D = 215 216 | UNICODE_CJK_COMPATIBILITY_IDEOGRAPHS_SUPPLEMENT = 216 217 | UNICODE_TAGS = 217 218 | UNICODE_VARIATION_SELECTORS_SUPPLEMENT = 218 219 | UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_A = 219 220 | UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_B = 220 221 | 222 | 223 | _unicode_blocks = [ 224 | (UNICODE_BASIC_LATIN, 0x0000, 0x007F), 225 | (UNICODE_LATIN_1_SUPPLEMENT, 0x0080, 0x00FF), 226 | (UNICODE_LATIN_EXTENDED_A, 0x0100, 0x017F), 227 | (UNICODE_LATIN_EXTENDED_B, 0x0180, 0x024F), 228 | (UNICODE_IPA_EXTENSIONS, 0x0250, 0x02AF), 229 | (UNICODE_SPACING_MODIFIER_LETTERS, 0x02B0, 0x02FF), 230 | (UNICODE_COMBINING_DIACRITICAL_MARKS, 0x0300, 0x036F), 231 | (UNICODE_GREEK_AND_COPTIC, 0x0370, 0x03FF), 232 | (UNICODE_CYRILLIC, 0x0400, 0x04FF), 233 | (UNICODE_CYRILLIC_SUPPLEMENT, 0x0500, 0x052F), 234 | (UNICODE_ARMENIAN, 0x0530, 0x058F), 235 | (UNICODE_HEBREW, 0x0590, 0x05FF), 236 | (UNICODE_ARABIC, 0x0600, 0x06FF), 237 | (UNICODE_SYRIAC, 0x0700, 0x074F), 238 | (UNICODE_ARABIC_SUPPLEMENT, 0x0750, 0x077F), 239 | (UNICODE_THAANA, 0x0780, 0x07BF), 240 | (UNICODE_NKO, 0x07C0, 0x07FF), 241 | (UNICODE_SAMARITAN, 0x0800, 0x083F), 242 | (UNICODE_MANDAIC, 0x0840, 0x085F), 243 | (UNICODE_ARABIC_EXTENDED_A, 0x08A0, 0x08FF), 244 | (UNICODE_DEVANAGARI, 0x0900, 0x097F), 245 | (UNICODE_BENGALI, 0x0980, 0x09FF), 246 | (UNICODE_GURMUKHI, 0x0A00, 0x0A7F), 247 | (UNICODE_GUJARATI, 0x0A80, 0x0AFF), 248 | (UNICODE_ORIYA, 0x0B00, 0x0B7F), 249 | (UNICODE_TAMIL, 0x0B80, 0x0BFF), 250 | (UNICODE_TELUGU, 0x0C00, 0x0C7F), 251 | (UNICODE_KANNADA, 0x0C80, 0x0CFF), 252 | (UNICODE_MALAYALAM, 0x0D00, 0x0D7F), 253 | (UNICODE_SINHALA, 0x0D80, 0x0DFF), 254 | (UNICODE_THAI, 0x0E00, 0x0E7F), 255 | (UNICODE_LAO, 0x0E80, 0x0EFF), 256 | (UNICODE_TIBETAN, 0x0F00, 0x0FFF), 257 | (UNICODE_MYANMAR, 0x1000, 0x109F), 258 | (UNICODE_GEORGIAN, 0x10A0, 0x10FF), 259 | (UNICODE_HANGUL_JAMO, 0x1100, 0x11FF), 260 | (UNICODE_ETHIOPIC, 0x1200, 0x137F), 261 | (UNICODE_ETHIOPIC_SUPPLEMENT, 0x1380, 0x139F), 262 | (UNICODE_CHEROKEE, 0x13A0, 0x13FF), 263 | (UNICODE_UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS, 0x1400, 0x167F), 264 | (UNICODE_OGHAM, 0x1680, 0x169F), 265 | (UNICODE_RUNIC, 0x16A0, 0x16FF), 266 | (UNICODE_TAGALOG, 0x1700, 0x171F), 267 | (UNICODE_HANUNOO, 0x1720, 0x173F), 268 | (UNICODE_BUHID, 0x1740, 0x175F), 269 | (UNICODE_TAGBANWA, 0x1760, 0x177F), 270 | (UNICODE_KHMER, 0x1780, 0x17FF), 271 | (UNICODE_MONGOLIAN, 0x1800, 0x18AF), 272 | (UNICODE_UNIFIED_CANADIAN_ABORIGINAL_SYLLABICS_EXTENDED, 0x18B0, 0x18FF), 273 | (UNICODE_LIMBU, 0x1900, 0x194F), 274 | (UNICODE_TAI_LE, 0x1950, 0x197F), 275 | (UNICODE_NEW_TAI_LUE, 0x1980, 0x19DF), 276 | (UNICODE_KHMER_SYMBOLS, 0x19E0, 0x19FF), 277 | (UNICODE_BUGINESE, 0x1A00, 0x1A1F), 278 | (UNICODE_TAI_THAM, 0x1A20, 0x1AAF), 279 | (UNICODE_BALINESE, 0x1B00, 0x1B7F), 280 | (UNICODE_SUNDANESE, 0x1B80, 0x1BBF), 281 | (UNICODE_BATAK, 0x1BC0, 0x1BFF), 282 | (UNICODE_LEPCHA, 0x1C00, 0x1C4F), 283 | (UNICODE_OL_CHIKI, 0x1C50, 0x1C7F), 284 | (UNICODE_SUNDANESE_SUPPLEMENT, 0x1CC0, 0x1CCF), 285 | (UNICODE_VEDIC_EXTENSIONS, 0x1CD0, 0x1CFF), 286 | (UNICODE_PHONETIC_EXTENSIONS, 0x1D00, 0x1D7F), 287 | (UNICODE_PHONETIC_EXTENSIONS_SUPPLEMENT, 0x1D80, 0x1DBF), 288 | (UNICODE_COMBINING_DIACRITICAL_MARKS_SUPPLEMENT, 0x1DC0, 0x1DFF), 289 | (UNICODE_LATIN_EXTENDED_ADDITIONAL, 0x1E00, 0x1EFF), 290 | (UNICODE_GREEK_EXTENDED, 0x1F00, 0x1FFF), 291 | (UNICODE_GENERAL_PUNCTUATION, 0x2000, 0x206F), 292 | (UNICODE_SUPERSCRIPTS_AND_SUBSCRIPTS, 0x2070, 0x209F), 293 | (UNICODE_CURRENCY_SYMBOLS, 0x20A0, 0x20CF), 294 | (UNICODE_COMBINING_DIACRITICAL_MARKS_FOR_SYMBOLS, 0x20D0, 0x20FF), 295 | (UNICODE_LETTERLIKE_SYMBOLS, 0x2100, 0x214F), 296 | (UNICODE_NUMBER_FORMS, 0x2150, 0x218F), 297 | (UNICODE_ARROWS, 0x2190, 0x21FF), 298 | (UNICODE_MATHEMATICAL_OPERATORS, 0x2200, 0x22FF), 299 | (UNICODE_MISCELLANEOUS_TECHNICAL, 0x2300, 0x23FF), 300 | (UNICODE_CONTROL_PICTURES, 0x2400, 0x243F), 301 | (UNICODE_OPTICAL_CHARACTER_RECOGNITION, 0x2440, 0x245F), 302 | (UNICODE_ENCLOSED_ALPHANUMERICS, 0x2460, 0x24FF), 303 | (UNICODE_BOX_DRAWING, 0x2500, 0x257F), 304 | (UNICODE_BLOCK_ELEMENTS, 0x2580, 0x259F), 305 | (UNICODE_GEOMETRIC_SHAPES, 0x25A0, 0x25FF), 306 | (UNICODE_MISCELLANEOUS_SYMBOLS, 0x2600, 0x26FF), 307 | (UNICODE_DINGBATS, 0x2700, 0x27BF), 308 | (UNICODE_MISCELLANEOUS_MATHEMATICAL_SYMBOLS_A, 0x27C0, 0x27EF), 309 | (UNICODE_SUPPLEMENTAL_ARROWS_A, 0x27F0, 0x27FF), 310 | (UNICODE_BRAILLE_PATTERNS, 0x2800, 0x28FF), 311 | (UNICODE_SUPPLEMENTAL_ARROWS_B, 0x2900, 0x297F), 312 | (UNICODE_MISCELLANEOUS_MATHEMATICAL_SYMBOLS_B, 0x2980, 0x29FF), 313 | (UNICODE_SUPPLEMENTAL_MATHEMATICAL_OPERATORS, 0x2A00, 0x2AFF), 314 | (UNICODE_MISCELLANEOUS_SYMBOLS_AND_ARROWS, 0x2B00, 0x2BFF), 315 | (UNICODE_GLAGOLITIC, 0x2C00, 0x2C5F), 316 | (UNICODE_LATIN_EXTENDED_C, 0x2C60, 0x2C7F), 317 | (UNICODE_COPTIC, 0x2C80, 0x2CFF), 318 | (UNICODE_GEORGIAN_SUPPLEMENT, 0x2D00, 0x2D2F), 319 | (UNICODE_TIFINAGH, 0x2D30, 0x2D7F), 320 | (UNICODE_ETHIOPIC_EXTENDED, 0x2D80, 0x2DDF), 321 | (UNICODE_CYRILLIC_EXTENDED_A, 0x2DE0, 0x2DFF), 322 | (UNICODE_SUPPLEMENTAL_PUNCTUATION, 0x2E00, 0x2E7F), 323 | (UNICODE_CJK_RADICALS_SUPPLEMENT, 0x2E80, 0x2EFF), 324 | (UNICODE_KANGXI_RADICALS, 0x2F00, 0x2FDF), 325 | (UNICODE_IDEOGRAPHIC_DESCRIPTION_CHARACTERS, 0x2FF0, 0x2FFF), 326 | (UNICODE_CJK_SYMBOLS_AND_PUNCTUATION, 0x3000, 0x303F), 327 | (UNICODE_HIRAGANA, 0x3040, 0x309F), 328 | (UNICODE_KATAKANA, 0x30A0, 0x30FF), 329 | (UNICODE_BOPOMOFO, 0x3100, 0x312F), 330 | (UNICODE_HANGUL_COMPATIBILITY_JAMO, 0x3130, 0x318F), 331 | (UNICODE_KANBUN, 0x3190, 0x319F), 332 | (UNICODE_BOPOMOFO_EXTENDED, 0x31A0, 0x31BF), 333 | (UNICODE_CJK_STROKES, 0x31C0, 0x31EF), 334 | (UNICODE_KATAKANA_PHONETIC_EXTENSIONS, 0x31F0, 0x31FF), 335 | (UNICODE_ENCLOSED_CJK_LETTERS_AND_MONTHS, 0x3200, 0x32FF), 336 | (UNICODE_CJK_COMPATIBILITY, 0x3300, 0x33FF), 337 | (UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_A, 0x3400, 0x4DBF), 338 | (UNICODE_YIJING_HEXAGRAM_SYMBOLS, 0x4DC0, 0x4DFF), 339 | (UNICODE_CJK_UNIFIED_IDEOGRAPHS, 0x4E00, 0x9FFF), 340 | (UNICODE_YI_SYLLABLES, 0xA000, 0xA48F), 341 | (UNICODE_YI_RADICALS, 0xA490, 0xA4CF), 342 | (UNICODE_LISU, 0xA4D0, 0xA4FF), 343 | (UNICODE_VAI, 0xA500, 0xA63F), 344 | (UNICODE_CYRILLIC_EXTENDED_B, 0xA640, 0xA69F), 345 | (UNICODE_BAMUM, 0xA6A0, 0xA6FF), 346 | (UNICODE_MODIFIER_TONE_LETTERS, 0xA700, 0xA71F), 347 | (UNICODE_LATIN_EXTENDED_D, 0xA720, 0xA7FF), 348 | (UNICODE_SYLOTI_NAGRI, 0xA800, 0xA82F), 349 | (UNICODE_COMMON_INDIC_NUMBER_FORMS, 0xA830, 0xA83F), 350 | (UNICODE_PHAGS_PA, 0xA840, 0xA87F), 351 | (UNICODE_SAURASHTRA, 0xA880, 0xA8DF), 352 | (UNICODE_DEVANAGARI_EXTENDED, 0xA8E0, 0xA8FF), 353 | (UNICODE_KAYAH_LI, 0xA900, 0xA92F), 354 | (UNICODE_REJANG, 0xA930, 0xA95F), 355 | (UNICODE_HANGUL_JAMO_EXTENDED_A, 0xA960, 0xA97F), 356 | (UNICODE_JAVANESE, 0xA980, 0xA9DF), 357 | (UNICODE_CHAM, 0xAA00, 0xAA5F), 358 | (UNICODE_MYANMAR_EXTENDED_A, 0xAA60, 0xAA7F), 359 | (UNICODE_TAI_VIET, 0xAA80, 0xAADF), 360 | (UNICODE_MEETEI_MAYEK_EXTENSIONS, 0xAAE0, 0xAAFF), 361 | (UNICODE_ETHIOPIC_EXTENDED_A, 0xAB00, 0xAB2F), 362 | (UNICODE_MEETEI_MAYEK, 0xABC0, 0xABFF), 363 | (UNICODE_HANGUL_SYLLABLES, 0xAC00, 0xD7AF), 364 | (UNICODE_HANGUL_JAMO_EXTENDED_B, 0xD7B0, 0xD7FF), 365 | (UNICODE_HIGH_SURROGATES, 0xD800, 0xDB7F), 366 | (UNICODE_HIGH_PRIVATE_USE_SURROGATES, 0xDB80, 0xDBFF), 367 | (UNICODE_LOW_SURROGATES, 0xDC00, 0xDFFF), 368 | (UNICODE_PRIVATE_USE_AREA, 0xE000, 0xF8FF), 369 | (UNICODE_CJK_COMPATIBILITY_IDEOGRAPHS, 0xF900, 0xFAFF), 370 | (UNICODE_ALPHABETIC_PRESENTATION_FORMS, 0xFB00, 0xFB4F), 371 | (UNICODE_ARABIC_PRESENTATION_FORMS_A, 0xFB50, 0xFDFF), 372 | (UNICODE_VARIATION_SELECTORS, 0xFE00, 0xFE0F), 373 | (UNICODE_VERTICAL_FORMS, 0xFE10, 0xFE1F), 374 | (UNICODE_COMBINING_HALF_MARKS, 0xFE20, 0xFE2F), 375 | (UNICODE_CJK_COMPATIBILITY_FORMS, 0xFE30, 0xFE4F), 376 | (UNICODE_SMALL_FORM_VARIANTS, 0xFE50, 0xFE6F), 377 | (UNICODE_ARABIC_PRESENTATION_FORMS_B, 0xFE70, 0xFEFF), 378 | (UNICODE_HALFWIDTH_AND_FULLWIDTH_FORMS, 0xFF00, 0xFFEF), 379 | (UNICODE_SPECIALS, 0xFFF0, 0xFFFF), 380 | (UNICODE_LINEAR_B_SYLLABARY, 0x10000, 0x1007F), 381 | (UNICODE_LINEAR_B_IDEOGRAMS, 0x10080, 0x100FF), 382 | (UNICODE_AEGEAN_NUMBERS, 0x10100, 0x1013F), 383 | (UNICODE_ANCIENT_GREEK_NUMBERS, 0x10140, 0x1018F), 384 | (UNICODE_ANCIENT_SYMBOLS, 0x10190, 0x101CF), 385 | (UNICODE_PHAISTOS_DISC, 0x101D0, 0x101FF), 386 | (UNICODE_LYCIAN, 0x10280, 0x1029F), 387 | (UNICODE_CARIAN, 0x102A0, 0x102DF), 388 | (UNICODE_OLD_ITALIC, 0x10300, 0x1032F), 389 | (UNICODE_GOTHIC, 0x10330, 0x1034F), 390 | (UNICODE_UGARITIC, 0x10380, 0x1039F), 391 | (UNICODE_OLD_PERSIAN, 0x103A0, 0x103DF), 392 | (UNICODE_DESERET, 0x10400, 0x1044F), 393 | (UNICODE_SHAVIAN, 0x10450, 0x1047F), 394 | (UNICODE_OSMANYA, 0x10480, 0x104AF), 395 | (UNICODE_CYPRIOT_SYLLABARY, 0x10800, 0x1083F), 396 | (UNICODE_IMPERIAL_ARAMAIC, 0x10840, 0x1085F), 397 | (UNICODE_PHOENICIAN, 0x10900, 0x1091F), 398 | (UNICODE_LYDIAN, 0x10920, 0x1093F), 399 | (UNICODE_MEROITIC_HIEROGLYPHS, 0x10980, 0x1099F), 400 | (UNICODE_MEROITIC_CURSIVE, 0x109A0, 0x109FF), 401 | (UNICODE_KHAROSHTHI, 0x10A00, 0x10A5F), 402 | (UNICODE_OLD_SOUTH_ARABIAN, 0x10A60, 0x10A7F), 403 | (UNICODE_AVESTAN, 0x10B00, 0x10B3F), 404 | (UNICODE_INSCRIPTIONAL_PARTHIAN, 0x10B40, 0x10B5F), 405 | (UNICODE_INSCRIPTIONAL_PAHLAVI, 0x10B60, 0x10B7F), 406 | (UNICODE_OLD_TURKIC, 0x10C00, 0x10C4F), 407 | (UNICODE_RUMI_NUMERAL_SYMBOLS, 0x10E60, 0x10E7F), 408 | (UNICODE_BRAHMI, 0x11000, 0x1107F), 409 | (UNICODE_KAITHI, 0x11080, 0x110CF), 410 | (UNICODE_SORA_SOMPENG, 0x110D0, 0x110FF), 411 | (UNICODE_CHAKMA, 0x11100, 0x1114F), 412 | (UNICODE_SHARADA, 0x11180, 0x111DF), 413 | (UNICODE_TAKRI, 0x11680, 0x116CF), 414 | (UNICODE_CUNEIFORM, 0x12000, 0x123FF), 415 | (UNICODE_CUNEIFORM_NUMBERS_AND_PUNCTUATION, 0x12400, 0x1247F), 416 | (UNICODE_EGYPTIAN_HIEROGLYPHS, 0x13000, 0x1342F), 417 | (UNICODE_BAMUM_SUPPLEMENT, 0x16800, 0x16A3F), 418 | (UNICODE_MIAO, 0x16F00, 0x16F9F), 419 | (UNICODE_KANA_SUPPLEMENT, 0x1B000, 0x1B0FF), 420 | (UNICODE_BYZANTINE_MUSICAL_SYMBOLS, 0x1D000, 0x1D0FF), 421 | (UNICODE_MUSICAL_SYMBOLS, 0x1D100, 0x1D1FF), 422 | (UNICODE_ANCIENT_GREEK_MUSICAL_NOTATION, 0x1D200, 0x1D24F), 423 | (UNICODE_TAI_XUAN_JING_SYMBOLS, 0x1D300, 0x1D35F), 424 | (UNICODE_COUNTING_ROD_NUMERALS, 0x1D360, 0x1D37F), 425 | (UNICODE_MATHEMATICAL_ALPHANUMERIC_SYMBOLS, 0x1D400, 0x1D7FF), 426 | (UNICODE_ARABIC_MATHEMATICAL_ALPHABETIC_SYMBOLS, 0x1EE00, 0x1EEFF), 427 | (UNICODE_MAHJONG_TILES, 0x1F000, 0x1F02F), 428 | (UNICODE_DOMINO_TILES, 0x1F030, 0x1F09F), 429 | (UNICODE_PLAYING_CARDS, 0x1F0A0, 0x1F0FF), 430 | (UNICODE_ENCLOSED_ALPHANUMERIC_SUPPLEMENT, 0x1F100, 0x1F1FF), 431 | (UNICODE_ENCLOSED_IDEOGRAPHIC_SUPPLEMENT, 0x1F200, 0x1F2FF), 432 | (UNICODE_MISCELLANEOUS_SYMBOLS_AND_PICTOGRAPHS, 0x1F300, 0x1F5FF), 433 | (UNICODE_EMOTICONS, 0x1F600, 0x1F64F), 434 | (UNICODE_TRANSPORT_AND_MAP_SYMBOLS, 0x1F680, 0x1F6FF), 435 | (UNICODE_ALCHEMICAL_SYMBOLS, 0x1F700, 0x1F77F), 436 | (UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_B, 0x20000, 0x2A6DF), 437 | (UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_C, 0x2A700, 0x2B73F), 438 | (UNICODE_CJK_UNIFIED_IDEOGRAPHS_EXTENSION_D, 0x2B740, 0x2B81F), 439 | (UNICODE_CJK_COMPATIBILITY_IDEOGRAPHS_SUPPLEMENT, 0x2F800, 0x2FA1F), 440 | (UNICODE_TAGS, 0xE0000, 0xE007F), 441 | (UNICODE_VARIATION_SELECTORS_SUPPLEMENT, 0xE0100, 0xE01EF), 442 | (UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_A, 0xF0000, 0xFFFFF), 443 | (UNICODE_SUPPLEMENTARY_PRIVATE_USE_AREA_B, 0x100000, 0x10FFFF), 444 | ] 445 | 446 | NUM_BLOCKS = len(_unicode_blocks) 447 | 448 | 449 | def unicode_block(ch): 450 | '''Return the Unicode block name for ch, or None if ch has no block.''' 451 | cp = ord(ch) 452 | # special case basic latin 453 | if cp <= 0x7F: 454 | return UNICODE_BASIC_LATIN 455 | # binary search for the correct block 456 | be, en = 0, NUM_BLOCKS - 1 457 | while be <= en: 458 | mid = (be+en) >> 1 459 | name, start, end = _unicode_blocks[mid] 460 | if start <= cp <= end: 461 | return name 462 | if cp < start: 463 | en = mid-1 464 | else: 465 | be = mid+1 466 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | six 2 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | try: 2 | from setuptools import setup 3 | except ImportError: 4 | from distutils.core import setup 5 | 6 | 7 | with open('README.md') as f: 8 | readme = f.read() 9 | 10 | 11 | setup( 12 | name='langdetect', 13 | version='1.0.9', 14 | description='Language detection library ported from Google\'s language-detection.', 15 | long_description=readme, 16 | long_description_content_type='text/markdown', 17 | author='Michal Mimino Danilak', 18 | author_email='michal.danilak@gmail.com', 19 | url='https://github.com/Mimino666/langdetect', 20 | keywords='language detection library', 21 | packages=['langdetect', 'langdetect.utils', 'langdetect.tests'], 22 | include_package_data=True, 23 | install_requires=['six'], 24 | license='MIT', 25 | classifiers=[ 26 | 'Development Status :: 5 - Production/Stable', 27 | 'Intended Audience :: Developers', 28 | 'License :: OSI Approved :: Apache Software License', 29 | 'Operating System :: OS Independent', 30 | 'Programming Language :: Python :: 2', 31 | 'Programming Language :: Python :: 2.7', 32 | 'Programming Language :: Python :: 3', 33 | 'Programming Language :: Python :: 3.4', 34 | 'Programming Language :: Python :: 3.5', 35 | 'Programming Language :: Python :: 3.6', 36 | 'Programming Language :: Python :: 3.7', 37 | 'Programming Language :: Python :: 3.8', 38 | ] 39 | ) 40 | --------------------------------------------------------------------------------