添加对汉兜的支持

This commit is contained in:
zhiyang7 2022-02-09 17:57:00 +08:00
parent e818c25acf
commit 1b2fd4868b
5 changed files with 32091 additions and 114 deletions

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all_idiom.csv Normal file

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main.py Normal file
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import sys, os
import getopt
import pandas as pd
import re
import math
from pypinyin import pinyin, lazy_pinyin, Style
def trim_space(s):
return s.replace(' ', '').replace(',', '').replace('', '')
def remove_at(s, i):
return s[0:i] + s[i+1:]
def compute_pinyin(s, style=None):
if style is None:
return ' '.join(lazy_pinyin(s))
else:
return ' '.join(lazy_pinyin(s, style=style))
TONE_TABLE = [
set(['ā', 'ē', 'ī', 'ō', 'ū', 'ǖ']),
set(['á', 'é', 'í', 'ó', 'ú', 'ǘ']),
set(['ǎ', 'ě', 'ǐ', 'ǒ', 'ǔ', 'ǚ']),
set(['à', 'è', 'ì', 'ò', 'ù', 'ǜ']),
]
def get_tone(s):
result = list()
for p in s.split(' '):
hit = False
for i in range(4):
if len(set(p).intersection(TONE_TABLE[i])) > 0:
result.append(str(i + 1))
hit = True
break
if not hit:
result.append('5')
return ''.join(result)
def main(argv):
mode = '0'
parameter = '3323'
mode = '1'
parameter = 'bai vvv vv vvv,012 000 00 000;bai tou er xin,012 010 10 001'
mode = '2'
parameter = '1234'
mode = '3'
parameter = '风调雨顺 1234,00 00 00 20 1111;无所不包 2341,00 00 00 00 2121;得心应手 2143,01 00 00 20 2222'
num = 100
try:
opts, args = getopt.getopt(argv, "hm:p:n:", ["mode=", "parameter=", "num="])
except getopt.GetoptError:
print('test.py -m <mode> -p <parameter> -n <num>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('test.py -i <mode> -o <parameter>')
sys.exit()
elif opt in ("-m", "--mode"):
mode = arg
elif opt in ("-p", "--parameter"):
parameter = arg
elif opt in ("-n", "--num"):
num = int(arg)
if os.path.exists("all_idiom.csv"):
all_idiom = pd.read_csv('all_idiom.csv')
else:
all_idiom = pd.read_json('idiom.json')
idiom_frequency = pd.read_csv('idiom_frequency.csv')
all_idiom = all_idiom.merge(idiom_frequency, how='outer', on='word')
all_idiom['frequency'] = all_idiom['frequency'].fillna(1).astype(int)
all_idiom['pinyin_r'] = all_idiom.apply(lambda x: compute_pinyin(x['word']) if x['pinyin_r'] else x['pinyin_r'], axis=1)
all_idiom['pinyin'] = all_idiom.apply(lambda x: compute_pinyin(x['word'], style=Style.TONE) if x['pinyin'] else x['pinyin'], axis=1)
all_idiom.to_csv("all_idiom.csv")
if mode == '0':
all_idiom['pinyin_rt'] = all_idiom.apply(lambda x: ''.join(map(lambda y: str(len(y)), re.split('[ ,]',x['pinyin_r']))), axis=1)
groups = all_idiom.groupby(by='pinyin_rt')
group = groups.get_group(parameter).copy()
print_max_group(all_idiom, group, num)
elif mode == '1':
parameter_rst = parameter.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
parameter = parameter.split(';')[0]
hits = parameter.split(',')[1]
parameter = trim_space(parameter.split(',')[0])
count = ''.join([str(len(x)) for x in hits.split()])
all_idiom['pinyin_rt'] = all_idiom.apply(lambda x: ''.join(map(lambda y: str(len(y)), re.split('[ ,]',x['pinyin_r']))), axis=1)
groups = all_idiom.groupby(by='pinyin_rt')
group = groups.get_group(count).copy()
while(True):
group = filter_group_mode1(parameter, group, hits)
if(len(group) > 1 and len(parameter_rst) > 0):
parameter = parameter_rst.split(';')[0]
parameter_rst = parameter_rst.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
hits = parameter.split(',')[1]
parameter = trim_space(parameter.split(',')[0])
elif len(group) <= 0:
print('未找到匹配项')
return
else:
break
print_max_group(all_idiom, group, num)
elif mode == '2':
all_idiom['pinyin_tone'] = all_idiom.apply(lambda x: get_tone(x['pinyin']), axis=1)
group = all_idiom[all_idiom['pinyin_tone'].str.startswith(parameter)].copy()
print_max_group(all_idiom, group, num)
elif mode == '3':
parameter_rst = parameter.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
parameter = parameter.split(';')[0]
hits = parameter.split(',')[1]
parameter = parameter.split(',')[0]
tones = parameter[-4:]
tone_hits=hits[-4:]
parameter = parameter[:-5]
hits=hits[:-5]
all_idiom = all_idiom[all_idiom['word'].str.len() == 4]
all_idiom['pinyin_tone'] = all_idiom.apply(lambda x: get_tone(x['pinyin']), axis=1)
group = all_idiom.copy()
while(True):
group = filter_group_model2(parameter, group, hits, tones, tone_hits)
if(len(group) > 1 and len(parameter_rst) > 0):
parameter = parameter_rst.split(';')[0]
parameter_rst = parameter_rst.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
hits = parameter.split(',')[1]
parameter = parameter.split(',')[0]
tones = parameter[-4:]
tone_hits=hits[-4:]
parameter = parameter[:-5]
hits=hits[:-5]
elif len(group) <= 0:
print('未找到匹配项')
return
else:
break
print_max_group(all_idiom, group, num)
def filter_group_model2(parameter, group, hits, tones, tone_hits):
for i in range(4):
if tone_hits[i] == '0':
group = group[~group['pinyin_tone'].str.contains(tones[i])]
elif tone_hits[i] == '1':
group = group[(group['pinyin_tone'].str[i] != tones[i]) & group['pinyin_tone'].str.contains(tones[i])]
elif tone_hits[i] == '2':
group = group[group['pinyin_tone'].str[i] == tones[i]]
if len(group) <= 1:
break
group['pinyin_0' ] = group.apply(lambda x: ','.join(list(lazy_pinyin(x['word'], style=Style.INITIALS, strict=False))), axis=1)
group['pinyin_1'] = group.apply(lambda x: ','.join(list(lazy_pinyin(x['word'], style=Style.FINALS, strict=False))), axis=1)
hits = hits.split()
for i in range(4):
target = parameter[i]
targets = list()
targets.append(lazy_pinyin(target, style=Style.INITIALS, strict=False)[0])
targets.append(lazy_pinyin(target, style=Style.FINALS, strict=False)[0])
pinyin_hit = hits[i]
outer_break = False
for j in range(2):
if pinyin_hit[j] == '0':
group = group[group['pinyin_%d' % j].str.count('(^|[,])%s([,]|$)' + targets[j]) == 0]
elif pinyin_hit[j] == '1':
group = group[(group['pinyin_%d' % j].str.count('(^|[,])%s([,]|$)' % targets[j]) > 0) & (group['pinyin_%d' % j].str.count(('^(\w*,){%d}%s([,]|$)' % (i, targets[j]))) == 0)]
elif pinyin_hit[j] == '2':
group = group[group['pinyin_%d' % j].str.count(('^(\w*,){%d}%s([,]|$)' % (i, targets[j]))) > 0]
if len(group) <= 1:
outer_break = True
break
if outer_break:
break
return group
def print_max_group(all_idiom, group, num):
group['pinyin_c'] = group.apply(lambda x: (math.log(x['frequency'], 2)/16 + 1) * len(set(trim_space(x['pinyin_r']))), axis=1)
list = group.nlargest(num, ['pinyin_c', 'frequency']).index.tolist()
for i in list:
print(all_idiom.loc[i])
'''
parameter: xxx xx xx xxx
hits: 010 02 22 001
'''
def filter_group_mode1(parameter, group, hits):
for i in range(len(parameter)):
key0 = 'pinyin0_%d' % i
key1 = 'pinyin1_%d' % i
key2 = 'pinyin2_%d' % i
group[key0] = group.apply(lambda x: ''.join(set(trim_space(x['pinyin_r']))), axis=1)
group[key1] = group.apply(lambda x: ''.join(set(remove_at(trim_space(x['pinyin_r']), i))), axis=1)
group[key2] = group.apply(lambda x: trim_space(x['pinyin_r'])[i], axis=1)
includes = set()
for i, hit in enumerate(list(trim_space(hits))):
if hit == '2':
includes.add(parameter[i])
for i, hit in enumerate(list(trim_space(hits))):
key0 = 'pinyin0_%d' % i
key1 = 'pinyin1_%d' % i
key2 = 'pinyin2_%d' % i
target = parameter[i]
if hit == '0' and target not in includes:
group = group[~group[key0].str.contains(target)]
elif hit == '1':
group = group[(group[key2] != target) & (group[key1].str.contains(target))]
includes.add(target)
elif hit == '2':
group = group[group[key2] == target]
if len(group) <= 1:
break
return group
if __name__ == '__main__':
current_work_dir = os.path.dirname(__file__)
os.chdir(current_work_dir)
main(sys.argv[1:])

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pandas
pypinyin

114
stat.py
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import sys
import getopt
import pandas as pd
import re
import math
def trim_space(s):
return s.replace(' ', '').replace(',', '').replace('', '')
def remove_at(s, i):
return s[0:i] + s[i+1:]
def main(argv):
mode = '0'
parameter = '3323'
mode = '1'
parameter = 'bai vvv vv vvv,012 000 00 000;bai tou er xin,012 010 10 001'
num = 3
try:
opts, args = getopt.getopt(argv, "hm:p:n:", ["mode=", "parameter=", "num="])
except getopt.GetoptError:
print('test.py -m <mode> -p <parameter> -n <num>')
sys.exit(2)
for opt, arg in opts:
if opt == '-h':
print('test.py -i <mode> -o <parameter>')
sys.exit()
elif opt in ("-m", "--mode"):
mode = arg
elif opt in ("-p", "--parameter"):
parameter = arg
elif opt in ("-n", "--num"):
num = int(arg)
all_idiom = pd.read_json('idiom.json')
idiom_frequency = pd.read_csv('idiom_frequency.csv')
all_idiom = all_idiom.merge(idiom_frequency, how='left', on='word')
all_idiom['frequency'] = all_idiom['frequency'].fillna(1).astype(int)
if mode == '0':
all_idiom['pinyin_rt'] = all_idiom.apply(lambda x: ''.join(map(lambda y: str(len(y)), re.split('[ ,]',x['pinyin_r']))), axis=1)
groups = all_idiom.groupby(by='pinyin_rt')
group = groups.get_group(parameter).copy()
print_max_group(all_idiom, group, num)
elif mode == '1':
parameter_rst = parameter.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
parameter = parameter.split(';')[0]
hits = parameter.split(',')[1]
parameter = trim_space(parameter.split(',')[0])
count = ''.join([str(len(x)) for x in hits.split()])
all_idiom['pinyin_rt'] = all_idiom.apply(lambda x: ''.join(map(lambda y: str(len(y)), re.split('[ ,]',x['pinyin_r']))), axis=1)
groups = all_idiom.groupby(by='pinyin_rt')
group = groups.get_group(count).copy()
while(True):
group = filter_group_mode1(parameter, group, hits)
if(len(group) > 1 and len(parameter_rst) > 0):
parameter = parameter_rst.split(';')[0]
parameter_rst = parameter_rst.split(';', 1)
if len(parameter_rst) > 1:
parameter_rst = parameter_rst[1]
else:
parameter_rst = ''
hits = parameter.split(',')[1]
parameter = trim_space(parameter.split(',')[0])
elif len(group) < 0:
print('未找到匹配项')
return
else:
break
print_max_group(all_idiom, group, num)
def print_max_group(all_idiom, group, num):
group['pinyin_c'] = group.apply(lambda x: (math.log(x['frequency'], 2)/16 + 1) * len(set(trim_space(x['pinyin_r']))), axis=1)
list = group.nlargest(num, ['pinyin_c', 'frequency']).index.tolist()
for i in list:
print(all_idiom.loc[i])
def filter_group_mode1(parameter, group, hits):
for i in range(len(parameter)):
key0 = 'pinyin0_%d' % i
key1 = 'pinyin1_%d' % i
key2 = 'pinyin2_%d' % i
group[key0] = group.apply(lambda x: ''.join(set(trim_space(x['pinyin_r']))), axis=1)
group[key1] = group.apply(lambda x: ''.join(set(remove_at(trim_space(x['pinyin_r']), i))), axis=1)
group[key2] = group.apply(lambda x: trim_space(x['pinyin_r'])[i], axis=1)
includes = set()
for i, hit in enumerate(list(trim_space(hits))):
if hit == '2':
includes.add(parameter[i])
for i, hit in enumerate(list(trim_space(hits))):
key0 = 'pinyin0_%d' % i
key1 = 'pinyin1_%d' % i
key2 = 'pinyin2_%d' % i
target = parameter[i]
if hit == '0' and target not in includes:
group = group[~group[key0].str.contains(target)]
elif hit == '1':
group = group[(group[key2] != target) & (group[key1].str.contains(target))]
includes.add(target)
elif hit == '2':
group = group[group[key2] == target]
if len(group) == 1:
break
return group
if __name__ == '__main__':
main(sys.argv[1:])