实战网页链接:https://www.britannica.com/topic/Wikipedia
我们可以看见网页文本上有超链接,我们可以在源码看见它们的代码:
我们开始写出简单的爬取,把它的链接全部拿取出来:
python">import requests
from bs4 import BeautifulSoup#https://www.britannica.com/topic/Wikipediaheaders = {'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36','Cookie': '__cf_bm=tib6ICsQJxwj9fpQPz8vhpKt84n0pXOPK6DvV8P8vc4-1713585206-1.0.1.1-3MKOfelDBDRh.z5WLq1ddVtPSuJQ69Ewh9v4Wc.Ljkw9I_G3nUUNOw3W8AG_hXTrF_PojWo.D7_8N4Zn6UGGbw; __mendel=%7B%27pagesViewed%27%3A1%2C%27surveyShown%27%3Afalse%2C%27topicInitialSequence%27%3A0%7D; subreturn=https%3A%2F%2Fwww.britannica.com%2Ferror404; webstats=referer_page=https%3A%2F%2Fwww.britannica.com%2Ferror404'
}r=requests.get("https://www.britannica.com/topic/Wikipedia")html=r.text
bsObj=BeautifulSoup(html)for link in bsObj.findAll("a"):if "href" in link.attrs:print(link.attrs['href'])
如下:(为爬取成功)
但是我们可以发现有一些是我们不需要的,还有一些URL是重复的,如文章链接,页眉,页脚......
1.URL链接不包括#、=、<、>。
2.URL链接是以/wiki/开头的。
深度优先的递归爬虫:
如下:
python">import requests
from bs4 import BeautifulSoup
import re
import time#https://www.britannica.com/topic/Wikipediaexist_url=[]#放url
g_writecount=0def scrappy(url,depth=1):global g_writecounttry:headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36','Cookie': '__cf_bm=tib6ICsQJxwj9fpQPz8vhpKt84n0pXOPK6DvV8P8vc4-1713585206-1.0.1.1-3MKOfelDBDRh.z5WLq1ddVtPSuJQ69Ewh9v4Wc.Ljkw9I_G3nUUNOw3W8AG_hXTrF_PojWo.D7_8N4Zn6UGGbw; __mendel=%7B%27pagesViewed%27%3A1%2C%27surveyShown%27%3Afalse%2C%27topicInitialSequence%27%3A0%7D; subreturn=https%3A%2F%2Fwww.britannica.com%2Ferror404; webstats=referer_page=https%3A%2F%2Fwww.britannica.com%2Ferror404'}url='https://www.britannica.com/topic/Wikipedia'+urlr=requests.get(url,headers=headers)html=r.textexcept Exception as e:print('saveing',url)print(e)exist_url.append(url)return Noneexist_url.append(url)link_list=re.findall('<a href="/wiki/([^:#=<>]*?)".*?</a>',html)#去重复urlunique_list=list(set(link_list)-set(exist_url))#放到txt文件里面for eachone in unique_list:g_writecount+=1output="NO."+str(g_writecount)+"\t Depth"+str(depth)+"\t"+url+'->'+eachone+'\n'print(output)with open('link_eqwaak.txt',"a+") as f:f.write(output)if depth<2:scrappy(eachone,depth+1)scrappy("wiki")
url放入link_eqwaak.txt文件里面,直到深度大于或等于2.
下一节我们实现多线程网页爬取,提高代码的执行速度。