-
Notifications
You must be signed in to change notification settings - Fork 96
/
Copy pathbert_dict.py
178 lines (144 loc) · 7.22 KB
/
bert_dict.py
1
2
3
4
5
6
7
8
9
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
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
# coding=utf8
import codecs
import sys
import re
from nstools.zhtools.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]', '<S>', '<T>']
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 codecs.open(sys.argv[1], 'r', 'utf8') as fin,\
codecs.open(sys.argv[2], 'w', '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