項(xiàng)目基本信息
目標(biāo):獲取上交所和深交所所有股票的名稱和交易信息
輸出:保存到文件中
候選數(shù)據(jù)網(wǎng)站的選擇:
新浪股票:http://finance.sina.com.cn/stock/
百度股票:https://gupiao.baidu.com/stock/
選取原則:股票信息靜態(tài)存在 HTML 頁面中坪仇,非 js 代碼生成沒有 Robots 協(xié)議限制
選取方法:瀏覽器 F12喻粹,源代碼查看等
選取心態(tài):不要糾結(jié)于某個(gè)網(wǎng)站萧吠,多找信息源嘗試
數(shù)據(jù)網(wǎng)站的確定
獲取股票列表
東方財(cái)富網(wǎng):http://quote.eastmoney.com/stocklist.html
獲取個(gè)股信息
百度股票:https://gupiao.baiducom/stock/
單個(gè)股票:https://gupiao.baiducom/stock/sz002439.html
程序的結(jié)構(gòu)設(shè)計(jì)
步驟1:從東方財(cái)富網(wǎng)獲取股票列表
步驟2:根據(jù)股票列表逐個(gè)到百度股票獲取個(gè)股信息
步驟3:將結(jié)果存儲(chǔ)到文件
網(wǎng)頁結(jié)構(gòu)特點(diǎn)
a) 個(gè)股信息采用鍵值對(duì)維護(hù)
b) 東方財(cái)富網(wǎng):http://quote.eastmoney.com/stocklist.html
實(shí)例編寫
import requests
from bs4 import BeautifulSoup
import traceback
import re
def getHTMLText(url):
try:
r = requests.get(url)
r.raise_for_status()
r.encoding = r.apparent_encoding
return r.text
except:
return ""
def getStockList(lst, stockURL):
html = getHTMLText(stockURL)
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
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({'股票名稱': 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
def main():
stock_list_url = 'http://quote.eastmoney.com/stocklist.html'
stock_info_url = 'https://gupiao.baidu.com/stock/'
output_file = 'D:/BaiduStockInfo.txt'
slist=[]
getStockList(slist, stock_list_url)
getStockInfo(slist, stock_info_url, output_file)
main()
實(shí)例優(yōu)化
如何提高用戶體驗(yàn)?
- 速度提高:編碼識(shí)別的優(yōu)化
r.apparent_encoding 需要分析文本店展,運(yùn)行較慢荷鼠,可輔助人工分析
- 體驗(yàn)提高:增加動(dòng)態(tài)進(jìn)度顯示
優(yōu)化后的代碼:
import requests
from bs4 import BeautifulSoup
import traceback
import re
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
def getStockInfo(lst, stockURL, fpath):
count = 0
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({'股票名稱': 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' )
count = count + 1
print("\r當(dāng)前進(jìn)度: {:.2f}%".format(count*100/len(lst)),end="")
except:
count = count + 1
print("\r當(dāng)前進(jìn)度: {:.2f}%".format(count*100/len(lst)),end="")
continue
def main():
stock_list_url = 'http://quote.eastmoney.com/stocklist.html'
stock_info_url = 'https://gupiao.baidu.com/stock/'
output_file = 'D:/BaiduStockInfo.txt'
slist=[]
getStockList(slist, stock_list_url)
getStockInfo(slist, stock_info_url, output_file)
main()