爬虫功能
获取上交所和深交所所有股票的名称和交易信息
保存到文件中
技术路线
requests-bs4-re
候选数据网站
新浪股票:http://finance.sina.com.cn/stock/
百度股票:https://gupiao.baidu.com/stock
选取原则
股票信息保存在HTML页面中,不是js动态生成的,没有robots协议的限制
数据网站的确定
获取股票列表;
东方财富网:http://quote.eastmoney.com/stocklist.html
获取个股信息:
百度股票:https://gupiao.baidu.com/stock/
单个股票:https://gupiao.baidu.com/stock/sz002439.html
程序的结构设计
从东方财富网获取股票列表
根据股票列表逐个到百度股票获取个股信息
将获取的信息保存到文件中
个股信息采用键值对维护
main()
import re,request
from bs4 import BeaytifulSoup
import traceback
def getHTMLText(url):
return ""
def getStockList(lst,stockURL):
return ""
def getStockInfo(lst,stockURL,fpath):
return ""
def main():
stock_list_url="http://quote.eastmoney.com/stocklist.html"
stock_info_url="https://gupiao.baifu.com/stock/"
output_file="D://BaiduStockInfo.txt"
slist=[]
getStockList(slist,stock_list_url)
getStockInfo(slist,stock_info_url,output_file)
main()
geteHTMLText()
def getHTMLText(url):
try:
r=requests.get(url)
r.raise_for_status()
r.encoding=r.apparent_encoding
except:
return ""
getStockList()
def getStockList(lst,stockURL):
html=getHTMLText(stockURL)
soup=BeautifulSoup(html,'html.parser')
a=soup('a')
for i in a:
try:
href=i.attrs['href']
lst.append(re.findall(r"[s][zh]\d{6}",href)[0])
except:
continue
getStockInfo()
def getStockInfo(lst, stockURL, fpath):
for stock in lst:
url = stockURL + stock + ".html"
html = getHTMLText(url)
try:
if html=="":
continue
infoDict = {}
soup = BeautifulSoup(html, 'html.parser')
stockInfo = soup.find('div',attrs={'class':'stock-bets'})
name = stockInfo.find_all(attrs={'class':'bets-name'})[0]
infoDict.update({'股票名称': name.text.split()[0]})
keyList = stockInfo.find_all('dt')
valueList = stockInfo.find_all('dd')
for i in range(len(keyList)):
key = keyList[i].text
val = valueList[i].text
infoDict[key] = val
with open(fpath, 'a', encoding='utf-8') as f:
f.write( str(infoDict) + '\n' )
except:
traceback.print_exc()
continue
实例优化——提高用户体验
速度提高:编码识别的优化
r.apparent_encoding需要分析文本,运行较慢,可辅助人工分析
def getHTMLText(url, code="utf-8"):
try:
r = requests.get(url)
r.raise_for_status()
r.encoding = code
return r.text
except:
return ""
def getStockList(lst, stockURL):
html = getHTMLText(stockURL, "GB2312")
soup = BeautifulSoup(html, 'html.parser')
a = soup.find_all('a')
for i in a:
try:
href = i.attrs['href']
lst.append(re.findall(r"[s][hz]\d{6}", href)[0])
except:
continue
体验提高:增加动态进度显示
网友评论