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爬虫系列之股票信息爬取

时间:2018-05-28 14:59:08      阅读:134      评论:0      收藏:0      [点我收藏+]

标签:odi   with open   col   turn   dict   进入   a标签   信息   one   

1. 总述

慕课中这段代码的功能是首先从东方财富网上获得所有股票的代码,再利用我们所获得的股票代码输入url中进入百度股票页面爬取该只股票的详细信息。

 1 import requests
 2 from bs4 import BeautifulSoup
 3 import traceback
 4 import re
 5 
 6 
 7 def getHTMLText(url):
 8     try:
 9         r = requests.get(url)
10         r.raise_for_status()
11         r.encoding = r.apparent_encoding
12         return r.text
13     except:
14         return ""
15 
16 
17 def getStockList(lst, stockURL):
18     html = getHTMLText(stockURL)
19     soup = BeautifulSoup(html, html.parser)
20     a = soup.find_all(a)
21     for i in a:
22         try:
23             href = i.attrs[href]
24             lst.append(re.findall(r[s][hz]\d{6}, href)[0])
25         except:
26             continue
27 
28 
29 def getStockInfo(lst, stockURL, fpath):
30     for stock in lst:
31         url = stockURL + stock + ".html"
32         html = getHTMLText(url)
33         try:
34             if html == "":
35                 continue
36             infoDict = {}
37             soup = BeautifulSoup(html, html.parser)
38             stockInfo = soup.find(div, attrs={class: stock-bets})
39 
40             name = stockInfo.find_all(attrs={class: bets-name})[0]
41             infoDict.update({股票名称: name.text.split()[0]})
42 
43             keyList = stockInfo.find_all(dt)
44             valueList = stockInfo.find_all(dd)
45             for i in range(len(keyList)):
46                 key = keyList[i].text
47                 val = valueList[i].text
48                 infoDict[key] = val
49 
50             with open(fpath, a, encoding=utf-8) as f:
51                 f.write(str(infoDict) + \n)
52         except:
53             traceback.print_exc()
54             continue
55 
56 
57 def main():
58     stock_list_url = http://quote.eastmoney.com/stocklist.html
59     stock_info_url = http://gupiao.baidu.com/stock/
60     output_file = D:/BaiduStockInfo.txt
61     slist = []
62     getStockList(slist, stock_list_url)
63     getStockInfo(slist, stock_info_url, output_file)
64 
65 
66 main()

技术分享图片

 

2. 具体分析

2.1 获取源码

这段代码的功能就是使用requests库直接获得网页的所有源代码。

1 def getHTMLText(url):
2     try:
3         r = requests.get(url)
4         r.raise_for_status()
5         r.encoding = r.apparent_encoding
6         return r.text
7     except:
8         return ""

 

2.2 获取股票代码

技术分享图片

在源码中可以看到每支股票都对应着一个6位数字的代码,这部分要做的工作就是获取这代码编号。这编号在a标签中,所有首先用BeautifulSoup选出所有的a标签,接下来我们在用attrs[href]来获取a标签的href属性值,最后用正则表达式筛选出我们想要的代码值。

 1 def getStockList(lst, stockURL):
 2     html = getHTMLText(stockURL)
 3     soup = BeautifulSoup(html, html.parser)
 4     a = soup.find_all(a)
 5     for i in a:
 6         try:
 7             href = i.attrs[href]
 8             lst.append(re.findall(r[s][hz]\d{6}, href)[0])  #findall返回的是一个列表,所有这里[0]的作用就是append一个字符串,而不是一个列表进去
 9         except:
10             continue

 

2.3 获取股票信息

技术分享图片

同样的原理,最后用字典来保存。

 1 def getStockInfo(lst, stockURL, fpath):
 2     for stock in lst:
 3         url = stockURL + stock + ".html"
 4         html = getHTMLText(url)
 5         try:
 6             if html == "":
 7                 continue
 8             infoDict = {}
 9             soup = BeautifulSoup(html, html.parser)
10             stockInfo = soup.find(div, attrs={class: stock-bets})
11 
12             name = stockInfo.find_all(attrs={class: bets-name})[0]  
13             infoDict.update({股票名称: name.text.split()[0]})  #text是requests的方法
14 
15             keyList = stockInfo.find_all(dt)
16             valueList = stockInfo.find_all(dd)
17             for i in range(len(keyList)):
18                 key = keyList[i].text
19                 val = valueList[i].text
20                 infoDict[key] = val
21 
22             with open(fpath, a, encoding=utf-8) as f:
23                 f.write(str(infoDict) + \n)
24         except:
25             traceback.print_exc()
26             continue

 

爬虫系列之股票信息爬取

标签:odi   with open   col   turn   dict   进入   a标签   信息   one   

原文地址:https://www.cnblogs.com/zyb993963526/p/9094862.html

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