爬取沪深a股数据

Posted 2022-08-03 iupoint

首先从东方财富网获取股票代码

再从网易财经下载股票历史数据

import requests
import random
from bs4 import BeautifulSoup as bs
import time
import redis
import re
import json

def get_stock_names():
    """
    通过东方财富网上爬取股票的名称代码,并存入redis数据库和本地txt文档
    """
    rds = redis.from_url(‘redis://:666666@192.168.3.98:6379‘, db=1, decode_responses=True)   # 连接redis db1

    url = "http://quote.eastmoney.com/stocklist.html"
    headers = 
            ‘Referer‘: ‘http://quote.eastmoney.com/center/gridlist.html‘,
            ‘User-Agent‘: ‘Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.100 Safari/537.36‘
        

    response = requests.get(url, headers=headers).content.decode(‘utf-8‘)   # 网站编码为gbk 需要解码
    soup = bs(response, ‘lxml‘)
    all_ul = soup.find(‘div‘, id=‘table_wrapper-table‘).find_all(‘ul‘)   # 获取两个ul 标签数据
    with open(‘stock_names.txt‘, ‘w+‘, encoding=‘utf-8‘) as f:  
        for ul in all_ul:
            all_a = ul.find_all(‘a‘)            # 获取ul 下的所有的a 标签
            for a in all_a:
                rds.rpush(‘stock_names‘, a.text)       # a.text 为a标签中的text数据  rpush将数据右侧插入数据库
                f.write(a.text + ‘\n‘)


def get_data(stocklist, outfile=r‘D:\PycharmProjects\web_scraping\stockdata‘):
    headers = 
        ‘Referer‘: ‘http://quotes.money.163.com/‘,
        ‘User-Agent‘: ‘Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.100 Safari/537.36‘
    
    for stock_code, stock_name in stocklist:
        try:
            #stock_code = stock_name.split(‘(‘)[1].split(‘)‘)[0]
            # 由于东方财富网上获取的代码一部分为基金，无法获取数据，故将基金剔除掉。
            # 沪市股票以6,9开头，深市以0,2,3开头，但是部分基金也是2开头，201/202/203/204这些也是基金
            # 另外获取data的网址股票代码 沪市前加0， 深市前加1
            if int(stock_code[0]) in [0, 2, 3, 6, 9]:
                if int(stock_code[0]) in [6, 9]:
                    stock_code_new = ‘0‘ + stock_code
                elif int(stock_code[0]) in [0, 2, 3]:
                    if not int(stock_code[:3]) in [201, 202, 203, 204]:
                        stock_code_new = ‘1‘ + stock_code
                    else: continue
                else: continue
            else: continue

            stock_url = ‘http://quotes.money.163.com/trade/lsjysj_.html‘.format(stock_code)
            respones = requests.get(stock_url, headers=headers).text
            soup = bs(respones, ‘lxml‘)
            start_time = soup.find(‘input‘, ‘name‘: ‘date_start_type‘).get(‘value‘).replace(‘-‘, ‘‘)  #获取起始时间
            end_time = soup.find(‘input‘, ‘name‘: ‘date_end_type‘).get(‘value‘).replace(‘-‘, ‘‘)  #获取结束时间
            time.sleep(random.choice([1, 2]))  #两次访问之间休息1-2秒
            download_url = "http://quotes.money.163.com/service/chddata.html?code=&start=&end=&fields=TCLOSE;HIGH;LOW;TOPEN;LCLOSE;CHG;PCHG;TURNOVER;VOTURNOVER;VATURNOVER;TCAP;MCAP".format(stock_code_new, start_time, end_time)
            data = requests.get(download_url, headers=headers)
            file_name = outfile + ‘\\.csv‘.format(stock_code)
            with open(file_name, ‘wb‘) as f:
                for chunk in data.iter_content(chunk_size=10000):  #批量写入数据
                    if chunk:
                        f.write(chunk)
            print("数据已下载".format(stock_code))

        except Exception as e:
            print("()数据下载报错".format(stock_name, stock_code))
            print(e)


#从东方财富网获取股票代码及名称
stocklist = []  #3769支，只有‘0‘,‘3‘,‘6‘开头的
max_page = 189
for i in range(max_page):
    url = ‘‘‘http://1.push2.eastmoney.com/api/qt/clist/get?cb=jQuery112405721872315676919_1566176986516&pn=
    &pz=20&po=1&np=1&ut=bd1d9ddb04089700cf9c27f6f7426281&fltt=2&invt=2&fid=f3&fs=m:0+t:6,m:0+t:13,m:0+t:80,m:1+t:2&
    fields=f1,f2,f3,f4,f5,f6,f7,f8,f9,f10,f12,f13,f14,f15,f16,f17,f18,f20,f21,f23,f24,f25,f22,f11,f62,f128,f136,f115,f152
    &_=1566176986517‘‘‘.format(i+1)
    response = requests.get(url).content.decode(‘utf-8‘)
    json_text = re.sub(r‘jQuery112405721872315676919_1566176986516\(‘, ‘‘, response)[:-2]
    #json_str = re.sub(r‘\)‘, ‘‘, response)
    json_text = json.loads(json_text)
    for fi in json_text[‘data‘][‘diff‘]:
        stocklist.append([fi[‘f12‘], fi[‘f14‘]])
        

# 从网易财经下载数据
get_data(stocklist, outfile=r‘D:\PycharmProjects\web_scraping\stockdata‘)

　　

参考资料：

爬虫：爬取股票历史交易数据

爬取东方财富股票信息网

Python爬虫（5）：比Selenium快100倍的方法爬东方财富网财务报表