股票数据定向爬虫

不穿秋裤的南方人    2018-02-02 20:24

最近在学习Python网络数据采集的相关知识,根据学习到的内容做了一个股票数据的定向爬虫。

功能:获取上交所和深交所所有股票的名称和交易信息,输出保存在文件中。

爬取网站:(用于获取股票列表)东方财富网:http://quote.eastmoney.com/stocklist.html           (获取个股信息,*内容表示交易所+股票代码)百度股票:https://gupiao.baidu.com/stock/********.html

技术路线:requests-bs4-re

程序结构设计:S1,从东方财富网获取股票列表;S2,根据股票列表逐个到百度股票获取个股信息;S3,将结果存储到文件

具体实现代码:

#CrawBaiduStocksB.py
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' )
                count = count + 1
                print("\r当前进度: {:.2f}%".format(count*100/len(lst)),end="")
        except:
            count = count + 1
            print("\r当前进度: {:.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()

学习过程中的问题与改进:bs4和正则表达式的使用还不够熟练;爬取时间太长,下一步学习Scrapy框架,同时继续Flask的学习

爬取内容的截图:

希望大家给予建议,谢谢!

Views: 1.9K

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