138 lines
3.3 KiB
Python
138 lines
3.3 KiB
Python
import re
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from datetime import datetime
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# 处理金额类数据
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def handle_decimal(string):
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if not string:
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return ""
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string = re.sub(r'[^0-9.]', '', string)
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if "." not in string:
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front = string
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back = ""
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else:
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front, back = string.rsplit('.', 1)
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front = front.replace(".", "")
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front = front[-16:]
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if back:
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back = "." + back
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return front + back
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# 处理日期类数据
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def handle_date(string):
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if not string:
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return ""
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string = string.replace("年", "-").replace("月", "-").replace("日", "").replace("/", "-").replace(".", "-")
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string = re.sub(r'[^0-9-]', '', string)
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string = string.strip("-")
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if "-" in string:
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dash_count = string.count("-")
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if dash_count > 2:
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third_dash_index = string.find("-", string.find("-", string.find("-") + 1) + 1)
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string = string[:third_dash_index]
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day = string[string.rindex("-") + 1:]
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if len(day) > 2:
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string = string[:2 - len(day)]
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else:
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if len(string) > 8:
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string = string[:8]
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if len(string) < 6:
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return ""
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# 定义可能的日期格式
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formats = [
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# yyyy-MM-dd
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'%Y-%m-%d',
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# yy-MM-dd
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'%y-%m-%d',
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# yyyyMMdd
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'%Y%m%d',
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# yyMMdd
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'%y%m%d',
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]
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# 遍历所有格式，尝试解析日期
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for fmt in formats:
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try:
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date = datetime.strptime(string, fmt)
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# 限定日期的年份范围
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if 2000 < date.year < 2100:
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return date.strftime("%Y-%m-%d")
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continue
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except ValueError:
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continue
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return ""
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def handle_hospital(string):
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if not string:
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return ""
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return string[:255]
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def handle_department(string):
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if not string:
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return ""
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return string[:255]
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def parse_department(string):
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result = []
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if not string:
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return result
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result.append(handle_department(string))
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string_without_num = re.sub(r'\d|一|二|三|四|五|六|七|八|九|十', '', string)
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if string_without_num != string:
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result.append(handle_department(string_without_num))
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string_without_brackets = re.sub(r'\([^()]*\)|\[[^\[\]]*\]|\{[^\{\}]*\}|（[^（）]*）', "", string_without_num)
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if string_without_brackets != string_without_num:
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result.append(handle_department(string_without_brackets))
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pure_string = string_without_brackets.split("科")[0] + "科"
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if pure_string != string_without_brackets:
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result.append(handle_department(pure_string))
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return result
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# 处理姓名类数据
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def handle_name(string):
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if not string:
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return ""
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return re.sub(r'[^⺀-鿿·]', '', string)[:30]
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# 处理医保类型数据
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def handle_insurance_type(string):
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if not string:
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return ""
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return string.replace(":", "").replace("：", "")[:255]
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# 处理原始数据
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def handle_original_data(string):
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if not string:
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return ""
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# 防止过长存入数据库失败
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return string[:255]
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# 处理id类数据
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def handle_id(string):
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if not string:
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return ""
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# 防止过长存入数据库失败
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return string[:50]
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# 处理年龄类数据
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def handle_age(string):
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if not string:
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return ""
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string = string.split("岁")[0]
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num = re.sub(r'\D', '', string)
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return num[-3:]
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