""" """ import codecs import sys import re from langconv import * import emoji emoji_regex = emoji.get_emoji_regexp() human_list = ['▲top', '▲topoct', '▲topmay', '▲topapr', '▲topmar', '▲topjun', '▲topdec', '▲topnov', '▲topaug', '▲topjul', '▲topjan', '▲topsep', '▲topfeb', '¥799', '¥2899', '~~', '~~~', '##~6', '##~10', '~10', '##~5', '~5', '##~20', '##~8', '##~17', '##~1', '~4', '##~3', '##~7', '~1', 'wedding', '×email', 'cp', '××', 'ok', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', '##★', '##℃', '##~', '##°', '##☆', '↓↓↓', '##●', '##㎡', '##♪', '##×', '▌♥', '##|', '##d', '##▲', '##o', '★★', '##→', '#a', '⋯⋯', '##▼', '##○', '★★★★★', '##∥', '##◆', '##ω', '★★★', '##c', '##s', '##e', '##p', '##■', '##↑', '##k', '##и', '◆◆', '##g', '##+', '##а', '±0', '##◎', '##─', '##r', '##>', '##²', '##t', '★★★★', '##│', '##n', '##l', '##=', '##y', '☆☆☆', '##i', '##↓', 'ˋ▽ˊ', '##v', '↓↓', '##f2016', '##q', '##₂', '∟∣', '##я', '##←', '##◆◆', '##x', '##cm~', '##f', '##h', '##j', '##u', '##w', '##z'] zhuyin_char = ['ㄅ', 'ㄆ', 'ㆠ', 'ㄇ', 'ㄈ', 'ㄪ', 'ㄉ', 'ㄊ', 'ㄋ', 'ㆹ', 'ㄌ', 'ㄍ', 'ㄎ', 'ㆣ', 'ㄫ', 'ㄏ', 'ㆸ', 'ㄐ', 'ㄑ', 'ㆢ', 'ㄬ', 'ㄒ', 'ㆺ', 'ㄓ', 'ㄔ', 'ㄕ', 'ㄖ', 'ㄗ', 'ㄘ', 'ㆡ', 'ㄙ', 'ㆡ', 'ㆪ', 'ㄨ', 'ㆫ', 'ㆨ', 'ㄩ', 'ㄚ', 'ㆩ', 'ㆦ', 'ㆧ', 'ㄛ', 'ㄜ', 'ㄝ', 'ㆤ', 'ㆥ', 'ㄞ', 'ㆮ', 'ㄟ', 'ㄠ', 'ㆯ', 'ㄡ', 'ㆰ', 'ㆱ', 'ㆬ', 'ㄢ', 'ㄣ', 'ㄯ', 'ㄤ', 'ㆲ', 'ㄥ', 'ㆭ', 'ㄦ', 'ㄭ'] special_token = ['[PAD]', '[UNK]', '[CLS]', '[SEP]', '[MASK]', '', ''] japan_chars = ['イ', 'ク', 'シ', 'ス', 'ト', 'ノ', 'フ', 'ラ', 'ル', 'ン'] korean_chars = ['ᄀ', 'ᄁ', 'ᄂ', 'ᄃ', 'ᄅ', 'ᄆ', 'ᄇ', 'ᄈ', 'ᄉ', 'ᄋ', 'ᄌ', 'ᄎ', 'ᄏ', 'ᄐ', 'ᄑ', 'ᄒ', 'ᅡ', 'ᅢ', 'ᅣ', 'ᅥ', 'ᅦ', 'ᅧ', 'ᅨ', 'ᅩ', 'ᅪ', 'ᅬ', 'ᅭ', 'ᅮ', 'ᅯ', 'ᅲ', 'ᅳ', 'ᅴ', 'ᅵ', 'ᆨ', 'ᆫ', 'ᆯ', 'ᆷ', 'ᆸ', 'ᆺ', 'ᆻ', 'ᆼ', 'ᗜ'] puns = ['“', '‘'] nums = ['10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23', '24', '25', '26', '27', '28', '29', '30', '31', '32', '33', '34', '35', '36', '37', '38', '39', '40', '41', '42', '43', '44', '45', '46', '47', '48', '49', '50', '51', '52', '53', '54', '55', '56', '57', '58', '59', '60', '61', '62', '63', '64', '65', '66', '67', '68', '69', '70', '71', '72', '73', '74', '75', '76', '77', '78', '79', '80', '81', '82', '83', '84', '85', '86', '87', '88', '89', '90', '91', '92', '93', '94', '95', '96', '97', '98', '99', '100', '2016', '2017', '2018', '2019', '2020', '2021', '2022'] with open('vocab.google.txt', 'r', encoding='utf8') as fin, \ open('vocab.clue.txt', 'w', encoding='utf8') as fout: cout_zh = 0 cout_en = 0 cout_jp = 0 cout_em = 0 cout_zh_res = 0 cout_zh_tra = 0 cout_zh_wp = 0 cout_en_del = 0 cout_en_res = 0 cout_num = 0 cout_num_del = 0 cout_num_res = 0 cout_hand_del = 0 cout_total = 0 cout_zhuyin = 0 cout_unused = 0 cout_special = 0 cout_jp = 0 cout_ko = 0 for line in fin: cout_total += 1 token = line.strip() if not token: continue if token in human_list: cout_hand_del += 1 # 13 continue # chinese character elif re.match(u'[\u4e00-\u9fa5]+', token.replace('##', '')): cout_zh += 1 # 14642 token_simp = Converter('zh-hans').convert(token) if token_simp != token: cout_zh_tra += 1 continue else: if re.match(u'##', token): # print(token) cout_zh_wp += 1 continue else: cout_zh_res += 1 print(token, file=fout) # korean character elif re.match(u'[\uac00-\ud7ff]+', token.replace('##', '')): # print(token) cout_ko += 1 continue # japanese character elif re.match(u'[\u30a0-\u30ff\u3040-\u309f]+', token.replace('##', '')): # print(token) cout_jp += 1 continue # english character elif re.match(u'[a-z]+', token.replace('##', '')): # print(token) cout_en += 1 if re.match(u'##', token): # print(token) cout_en_res += 1 print(token, file=fout) elif len(token) > 1: # print(token) cout_en_del += 1 continue else: # print(token) cout_en_res += 1 print(token, file=fout) # emoji character elif re.match(emoji_regex, token.replace('##', '')): # print(token) cout_em += 1 continue # multi-number characters elif re.match(u'(##)?\d', token): cout_num += 1 if len(token.replace('##', '')) == 1: # print(token) cout_num_res += 1 print(token, file=fout) else: cout_num_del += 1 # print(token) continue elif token.replace('##', '') in zhuyin_char: # print(token, file=fout) cout_zhuyin += 1 continue elif token.startswith('[unused'): print(token, file=fout) cout_unused += 1 elif token in special_token: print(token, file=fout) cout_special += 1 elif token.replace('##', '') in japan_chars: cout_jp += 1 continue elif token.replace('##', '') in korean_chars: cout_ko += 1 continue else: # print(token) print(token, file=fout) # add tokens if token == '"': for token in puns: print(token, file=fout) if token == '9': for token in nums: cout_num_res += 1 print(token, file=fout) print("cout_zh:{}".format(cout_zh)) # 14642 print("cout_zh_tra:{}".format(cout_zh_tra)) # 3264 print("cout_zh_wp:{}".format(cout_zh_wp)) # 5689 print("cout_zh_res:{}".format(cout_zh_res)) # 5689 print("cout_en:{}".format(cout_en)) # 3555 print("cout_en_del:{}".format(cout_en_del)) # 2235 print("cout_en_res:{}".format(cout_en_res)) # 1320 print("cout_num:{}".format(cout_num)) # 1179 print("cout_num_del:{}".format(cout_num_del)) # 1137 print("cout_num_res:{}".format(cout_num_res)) # 140 print("cout_hand_del:{}".format(cout_hand_del)) # 132 print("cout_zhuyin:{}".format(cout_zhuyin)) # 36 print("cout_unused:{}".format(cout_unused)) # 99 print("cout_special:{}".format(cout_special)) # 7 print("cout_jp:{}".format(cout_jp)) # 573 print("cout_ko:{}".format(cout_ko)) # 84 print("cout_em:{}".format(cout_em)) # 56