Python批量獲取基金數據的方法步驟

20年初準備投資基金,想爬取基金的業績數據。

20年基金迎來瞭爆發式增長,現把代碼開源以供參考。

本代碼隻能實現初步匯總,輸出csv文件來保存基金的單位&累計凈值,後期仍需要結合統計方法來篩選優質基金。

參考瞭網上的部分代碼,實在不記得出處瞭,侵刪。

import requests
import time
import execjs
start = time.perf_counter()

# 獲取所有基金編號
def getAllCode():
  url = 'http://fund.eastmoney.com/js/fundcode_search.js'
  content = requests.get(url)
  jsContent = execjs.compile(content.text)
  rawData = jsContent.eval('r')
  allCode = []
  for code in rawData:
    allCode.append(code[0])
  return allCode

allCode = getAllCode()
del allCode[100:len(allCode)]
# print(len(allCode))

# 獲取基金編號為fscode的所有信息
def getUrl(fscode):
  head = 'http://fund.eastmoney.com/pingzhongdata/'
  tail = '.js?v=' + time.strftime("%Y%m%d%H%M%S", time.localtime())
  return head + fscode + tail

# 獲取凈值
def getWorth(fscode):
  content = requests.get(getUrl(fscode))
  jsContent = execjs.compile(content.text)

  name = jsContent.eval('fS_name')
  code = jsContent.eval('fS_code')
  # 單位凈值走勢
  netWorthTrend = jsContent.eval('Data_netWorthTrend')
  # 累計凈值走勢
  ACWorthTrend = jsContent.eval('Data_ACWorthTrend')
  # 近一年收益率
  Profit_12month = jsContent.eval('syl_1n')

  netWorth = []
  ACWorth = []

  for dayWorth in netWorthTrend[::-1]:
    netWorth.append(dayWorth['y'])

  for dayACWorth in ACWorthTrend[::-1]:
    ACWorth.append(dayACWorth[1])
  print(name, code)
  return netWorth, ACWorth

netWorthFile = open('./netWorth.csv', 'w')
ACWorthFile = open('./ACWorth.csv', 'w')

for code in allCode:
  try:
    netWorth, ACWorth = getWorth(code)
  except:
    continue
  if len(netWorth) <= 0 or len(ACWorth) < 0:
    # print(code + " empty data")
    continue
  netWorthFile.write("\'" + code + "\',")
  netWorthFile.write(",".join(list(map(str, netWorth))))
  netWorthFile.write("\n")

  ACWorthFile.write("\'" + code + "\',")
  ACWorthFile.write(",".join(list(map(str, ACWorth))))
  ACWorthFile.write("\n")
  # print("write " + code + " success.")

netWorthFile.close()
ACWorthFile.close()
end = time.perf_counter()
print('Running time: %s seconds' %(end-start))

到此這篇關於Python批量獲取基金數據的方法步驟的文章就介紹到這瞭,更多相關Python批量獲取基金數據內容請搜索WalkonNet以前的文章或繼續瀏覽下面的相關文章希望大傢以後多多支持WalkonNet! 

推薦閱讀: