text: # -*- coding:utf-8 -*-
  #!/usr/bin/env python
  """
  Date: 2021/6/29 16:32
  Desc: 
  """
  import pandas as pd
  import requests
  
  
  def fund_em_aum() -> pd.DataFrame:
      """
      东方财富-基金-基金公司排名列表
      http://fund.eastmoney.com/Company/lsgm.html
      :return: 基金公司排名列表
      :rtype: pandas.DataFrame
      """
      url = 'http://fund.eastmoney.com/Company/home/gspmlist'
      params = {
          'fundType': '0'
      }
      r = requests.get(url, params=params)
      temp_df = pd.read_html(r.text)[0]
      del temp_df['相关链接']
      del temp_df['天相评级']
      temp_df.columns = ['序号', '基金公司', '成立时间', '全部管理规模', '全部基金数', '全部经理数']
      expanded_df = temp_df['全部管理规模'].str.split(' ', expand=True)
      temp_df['全部管理规模'] = expanded_df.iloc[:, 0].str.replace(",", "")
      temp_df['更新日期'] = expanded_df.iloc[:, 1]
      temp_df['全部管理规模'] = pd.to_numeric(temp_df['全部管理规模'], errors="coerce")
      temp_df['全部基金数'] = pd.to_numeric(temp_df['全部基金数'])
      temp_df['全部经理数'] = pd.to_numeric(temp_df['全部经理数'])
      return temp_df
  
  
  def fund_em_aum_trend() -> pd.DataFrame:
      """
      东方财富-基金-基金市场管理规模走势图
      http://fund.eastmoney.com/Company/lsgm.html
      :return: 基金市场管理规模走势图
      :rtype: pandas.DataFrame
      """
      url = 'http://fund.eastmoney.com/Company/home/GetFundTotalScaleForChart'
      payload = {
          'fundType': '0'
      }
      r = requests.get(url, data=payload)
      data_json = r.json()
      temp_df = pd.DataFrame()
      temp_df['date'] = data_json['x']
      temp_df['value'] = data_json['y']
      return temp_df
  
  
  if __name__ == '__main__':
      fund_em_aum_df = fund_em_aum()
      print(fund_em_aum_df)
  
      fund_em_aum_trend_df = fund_em_aum_trend()
      print(fund_em_aum_trend_df)
  