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CriminalPenalty.py
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#!/usr/bin/python3
# encoding: utf-8
# Author MrYx
# @Time: 2019/5/30 15:42
import json, re, xlrd , datetime, sys,time
import io
import sys
import cpca
from EntityExtract.caseinfo import EntityExtraction
class CrimePenalty(EntityExtraction):
def __init__(self):
self.input_file = 'OpenLaw判决书.xlsx'
self.result_file = 'crimepenalty.json'
self.all_items = self.xlsx_to_dict(self.input_file)
self.analys_pos = {
'extract_xm':['判决结果', '庭审过程'],
'extract_xscf': ['判决结果','庭审过程'] # 可能从多个不同部分提取，所以用List
}
self.dict = {}
self.cnt1=0; self.cnt2=0
def extract_xm(self, content, id):
judgement = content[content.find('判决如下') + 5:]
defendant = []
pattern = re.compile(r'(上诉人|被告人|（原审被告人）)([\u4e00-\u9fa5＊A-Za-z0-9]+)(犯|无|（)')
for item in pattern.findall(judgement):
if item[1] not in defendant and len(item[1])<=5:
if defendant != [] :
if defendant[-1] not in item[1] : defendant.append(item[1])
else: defendant.append(item[1])
return defendant
def del_list_val(self, list, property, val):
for item in list:
if item.__contains__(property) and item[property] == val:
list.remove(item)
break
def extract_xscf(self, content, id):
def chinese2digits(uchars_chinese):
if uchars_chinese == None : return None
if uchars_chinese.isdigit(): return int(uchars_chinese)
common_used_numerals = {'零': 0, '一': 1, '二': 2,'两':2, '三': 3, '四': 4, '五': 5, '六': 6, '七': 7, '八': 8, '九': 9,
'十': 10}
total = 0
r = 1
for i in range(len(uchars_chinese) - 1, -1, -1):
val = common_used_numerals.get(uchars_chinese[i])
if val >= 10 and i == 0: # 应对 十三 十四 十*之类
if val > r:
r = val
total = total + val
else:
r = r * val
elif val >= 10:
if val > r:
r = val
else:
r = r * val
else:
total = total + r * val
return total
def find_index(list, name):
"""
找到指定被告人的下标
:return:
"""
for index, item in enumerate(list):
if item['被告人'] == name :
return index
ans = []
judgement = content[content.find('判决如下') + 5:]
#print('Defendant:', self.dict['XM'][id])
for name in self.dict['XM'][id]:
ans.append({'被告人': name,'刑罚':{'是否缓刑':'否','附加刑':{'罚金项':'无','剥夺政治权利':'否','没收财产':'无'}}})
for sen in self.split_content(judgement, split= '。'):
if '撤销' in sen: continue
for name in self.dict['XM'][id]:
if name in sen :
index = find_index(ans, name)
if '有期' in sen:
ans[index]['刑罚']['刑法种类'] = {'有期徒刑':'二十五年以上'}
pattern = re.compile(r'(有期[限]?[徒]?[刑]?[年]?)([一二两三四五六七八九十\d]+)(年|，)?')
year = pattern.findall(sen)
try:
year = year[-1][1]
except Exception :
#print('Sen:', sen)
year = None
if year !=None and '月' in year: year = '零' #少于一年只有月
try:
num = chinese2digits(year)
except Exception as e:
#print('Error sen:', sen, '\nyear:', year)
num = 1
if num == None : ans[index]['刑罚']['刑法种类']['有期徒刑'] = '年限未知'
elif num < 5: ans[index]['刑罚']['刑法种类']['有期徒刑'] = '五年以下'
elif num>=5 and num <10: ans[index]['刑罚']['刑法种类']['有期徒刑'] = '五年以上，十年以下'
elif num>=10 and num<15: ans[index]['刑罚']['刑法种类']['有期徒刑'] = '十年以上，十五年以下'
elif num>=15 and num<20: ans[index]['刑罚']['刑法种类']['有期徒刑'] = '十五年以上，二十年以下'
elif num>20 and num<25: ans[index]['刑罚']['刑法种类']['有期徒刑'] = '二十年以上，二十五年以下'
#print(punish)
elif '无期' in sen: ans[index]['刑罚']['刑法种类'] = '无期徒刑'
elif '死刑' in sen: ans[index]['刑罚']['刑法种类'] = '死刑'
elif '拘役' in sen: ans[index]['刑罚']['刑法种类'] = '拘役'
elif '免于刑事处罚'in sen: ans[index]['刑罚']['刑法种类'] = '免于刑事处罚'
if '缓刑' in sen: ans[index]['刑罚']['是否缓刑'] = '是'
if '没收个人财产' in sen:
#print('sen:',sen)
#self.cnt1+=1
ans[index]['刑罚']['附加刑']['没收个人财产'] = '有'
pattern = re.compile(r'(没收个人财产)([^元]+)(元)')
target = pattern.search(sen)
if target != None :
#self.cnt2+=1
ans[index]['刑罚']['附加刑']['没收个人财产'] = target.group(2) + target.group(3)
if '罚金' or '上缴' in sen:
#self.cnt1 += 1
pattern = re.compile(r'(人民币)([^元]+)(元)')
target = pattern.search(sen)
ans[index]['刑罚']['附加刑']['罚金项'] = '有'
if target != None:
#self.cnt2 += 1
ans[index]['刑罚']['附加刑']['罚金项'] = target.group(1)+ target.group(2) + target.group(3)
if '剥夺政治权利' in sen: ans[index]['刑罚']['附加刑']['是否缓刑'] = '是'
#print(ans)
return ans
def test_task2(self, function, function_name):
anss = []
t1 = time.time()
for index, item in enumerate(self.all_items):
ans = ''
for pos in self.analys_pos[function_name]:
if item[pos] == '': continue
ans = function(item[pos], index)
if ans != []: break
if ans == [] and function_name == 'extract_dwmc' : ans = self.all_items[index]['被告'].split('、')
anss.append(ans)
print('Cost [%s]\'s [%s] has completed!' % (time.time() - t1, function_name))
return anss
def test_total(self):
self.dict['XM'] = self.test_task2(self.extract_xm, 'extract_xm')
self.dict['XSCF'] = self.test_task2(self.extract_xscf, 'extract_xscf')
unitinfo = {}
cnt = 2
for i in range(len(self.all_items)):
unit = {}
unit['punishment'] = self.dict['XSCF'][i]
unitinfo[str(cnt)] = unit
cnt += 1
print('cnt1:',self.cnt1, ' cnt2:',self.cnt2)
self.write_dict_to_json(dicts=unitinfo, filename=self.result_file)
if __name__ == '__main__':
cp = CrimePenalty()
cp.test_total()
#cp.test_task2(cp.extract_xm, 'extract_xm')
#cp.test_task2(cp.extract_xscf,'extract_xscf')