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- import os
- import cpca
- import re
- import pandas as pd
- def get_city_info(text):
- # 获取当前脚本所在目录的上一级目录
- current_dir = os.path.dirname(__file__)
- parent_dir = os.path.abspath(os.path.join(current_dir, os.pardir))
- # 读取区县数据
- df_county_addr = os.path.join(parent_dir, 'docs', '区县.xlsx')
- df_county=pd.read_excel(df_county_addr)
- # 读取乡镇数据
- df_town_addr = os.path.join(parent_dir, 'docs', '乡镇.xlsx')
- df_town = pd.read_excel(df_town_addr)
- # 读取市级数据
- df_city_addr = os.path.join(parent_dir, 'docs', '市.xlsx')
- df_city = pd.read_excel(df_city_addr)
- # 使用cpca库提取地名
- df = cpca.transform([text])
- province = None
- city = None
- district = None
- if not df.empty:
- province = df.iloc[0]['省']
- city = df.iloc[0]['市']
- district = df.iloc[0]['区']
- if province is None and city is None and district is None:
- # 使用正则表达式提取乡镇信息
- towns = re.findall(r'[\u4e00-\u9fa5]+镇|[\u4e00-\u9fa5]+乡|[\u4e00-\u9fa5]+街道|[\u4e00-\u9fa5]+庄|[\u4e00-\u9fa5]+营|[\u4e00-\u9fa5]+店', text)
- if towns:
- for town in towns:
- town_name = None
- if town in df_town['乡镇名称'].values or town in df_town['乡镇简称'].values:
- town_name = town
- # 根据乡镇名查找对应的区县代码
- town_info = df_town[df_town['乡镇名称'] == town_name].iloc[0]
- county_code = town_info['区县代码']
- # 根据区县代码查找对应的区县名称
- county_info = df_county[df_county['区县代码'] == county_code].iloc[0]
- county_name = county_info['区县名称']
- # 将区县名称转换成对应的省份名称
- province = county_name
- # 尝试在市级数据中查找对应的市信息
- city_code = county_info['城市代码']
- city_info = df_city[df_city['城市代码'] == city_code]
- if not city_info.empty:
- city = city_info.iloc[0]['城市名称']
- # 将城市名称转换成对应的省份名称
- df_city_result = cpca.transform([city])
- province = df_city_result.iloc[0]['省']
- break# 找到乡镇信息后跳出循环
- else:
- continue
- return province, city, district
- if __name__ == '__main__':
- # 使用方法示例
- province, city, district = get_city_info("杞县文化广电新闻出版旅游局")
- if province==None or city==None or district==None:
- print("44444")
- print(province, city, district)
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