如何解决尝试刮群仅用于练习为什么它返回的结果较少?
我是 Python 抓取的新手,因此作为练习的一部分,我尝试了其他几个通常根本不返回数据的站点,但是当我检查 Groupon 时,我发现 urllib
只返回第一个8个结果,而浏览器页面有36个结果。
我正在使用 urllib
和 BS4
。下面是代码
from urllib.request import Request,urlopen
from bs4 import BeautifulSoup
req = Request('https://www.groupon.com/browse/chicago?category=beauty-and-spas')
req.add_header('User-Agent','Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/85.0.4183.121 Safari/537.36')
try:
with urlopen(req) as response:
htmlcontent = response.read().decode('utf-8')
except:
htmlcontent = None
soup = BeautifulSoup(htmlcontent,'lxml')
all_links = soup.find('div',{ 'id': 'pull-results' }).select('figure > div > a')
有人可以告诉我,我在代码中缺少什么才能提取所有数据吗? 如果这不起作用或不应该起作用,那么我们是否将硒作为唯一的选择?
解决方法
其他 28 个链接是动态加载的,因此 urllib
不支持。但是,您可以通过向以下地址发送 GET
请求来抓取它们:
https://www.groupon.com/partial/browse/get-lazy-loaded-cards?category=beauty-and-spas&_csrf=P6rFPl1o-xDta8uOABKo_9LOiUajyK9bieMg
from bs4 import BeautifulSoup
from urllib.request import Request,urlopen
req = Request(
"https://www.groupon.com/partial/browse/get-lazy-loaded-cards?category=beauty-and-spas&_csrf=P6rFPl1o-xDta8uOABKo_9LOiUajyK9bieMg"
)
req.add_header(
"User-Agent","Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/85.0.4183.121 Safari/537.36",)
with urlopen(req) as response:
htmlcontent = response.read().decode("utf-8")
soup = BeautifulSoup(htmlcontent,"lxml")
for tag in soup.find_all(class_=r'\"cui-content\"'):
try:
link = tag.find("a")["href"]
except TypeError:
continue
print(link.replace('\\"',"").replace("\\n",""))
输出:
https://www.groupon.com/deals/yupo-health-2?deal_option=75076cab-9268-4c2d-9459-e79a559dfed6
https://www.groupon.com/deals/infinity-laser-spa-2-4?deal_option=4dc14f7d-29ac-45e1-a664-ea76ddc44718
https://www.groupon.com/deals/dr-laser-nyc-3?deal_option=232325a0-8b3f-4fa9-b42b-7dc668ff7474
...
...
,
尝试以下操作以获取遍历下一页的所有项目及其链接:
import requests
from bs4 import BeautifulSoup
base_link = 'https://www.groupon.com/browse/chicago?category=beauty-and-spas'
url = 'https://www.groupon.com/partial/browse/get-paginated-cards?'
params = {
'category': 'beauty-and-spas','page': 1
}
with requests.Session() as s:
s.headers['user-agent'] = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML,like Gecko) Chrome/87.0.4280.88 Safari/537.36'
r = s.get(base_link)
params['_csrf'] = r.cookies['_csrf']
while True:
print("current page----------->",params['page'])
res = s.get(url,params=params)
soup = BeautifulSoup(res.json()[0]['cardSlotHtml'],"lxml")
if not soup.select_one("figure[data-pingdom-info='purchasable-deal']"):break
for item in soup.select("figure[data-pingdom-info='purchasable-deal']"):
item_title = item.select_one(".cui-udc-details .cui-udc-title").get_text(strip=True)
item_link = item.select_one(".cui-content > a[href]").get("href")
print(item_title,item_link)
params['page']+=1
版权声明:本文内容由互联网用户自发贡献,该文观点与技术仅代表作者本人。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如发现本站有涉嫌侵权/违法违规的内容, 请发送邮件至 dio@foxmail.com 举报,一经查实,本站将立刻删除。