分享一个简单的多进程小爬虫,爬取某加盟创业网上所有加盟项目;
使用requests请求页面,re和beautifulSoup解析网页,multiprocessing进行多进程,pymongo数据入库;
(打开网站时发现密密麻麻、琳琅满目的加盟项目,但是爬完之后,发现数据也就只有那么一点点,甚至不到一千条数据,这就有点囧了)
# coding:utf-8
"""
auther:zmister.com
"""
import requests
from bs4 import BeautifulSoup
from multiprocessing import Pool
import re
import pymongo
# 设置MongoDB连接信息
client = pymongo.MongoClient('localhost',27017)
cn_78 = client['cn_78']
project_info = cn_78['project_info']
# 浏览器头信息
header = {
'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/53.0.2785.143 Safari/537.36',
'Connection': 'keep-alive',
}
# 获取分类类目名字和链接
def get_all_big_category():
url = 'http://www.78.cn'
wbdata = requests.get(url,headers=header).content
soup = BeautifulSoup(wbdata,'lxml')
cates = soup.select('div.xmFl_left > ul > li > p > a')
cate_list = []
for c in cates:
cname = c.get_text()
curl = c.get("href")
cate_list.append(curl)
# print(cate_list)
return cate_list
# 从分类页面获取具体项目信息
def get_project_info(cates):
url = 'http://www.78.cn'+cates
wbdata = requests.get(url,headers=header).content
soup = BeautifulSoup(wbdata,'lxml')
cate = soup.select('div.dhy_cont3 > dl.cont3_top > dt > span')[0].get_text()
subcate = soup.select('div.dhy_cont3 > dl.cont3_top > dd.check > a')[0].get_text()
p_name = re.findall(r'target="_blank">(.*?)</a></h2>',str(soup))
p_mony = re.findall(r'<dt>投资:<em class="red">¥<strong>(.*?)</strong>',str(soup))
p_aear = re.findall(r'<dd>所属区域:(.*?)</dd>',str(soup))
p_time = re.findall(r'<dd>累计时间:(.*?)</dd>',str(soup))
for name,mony,aear,times in zip(p_name,p_mony,p_aear,p_time):
data = {
'cate':cate,
'subcate':subcate,
'name':name,
'mony':mony,
'aear':aear,
'time':times,
'minmoney':mony.replace('万','').split('-')[0] if '-' in mony else None,
'maxmoney':mony.replace('万','').split('-')[-1] if '-' in mony else mony[0]
}
print(data)
project_info.insert_one(data)
print("插入数据成功")
if __name__ == '__main__':
pool = Pool(processes=4)
pool.map_async(get_project_info,get_all_big_category())
pool.close()
pool.join()
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