Python爬虫包BeautifulSoup实例 Python爬虫包BeautifulSoup实例（三）

时间:2021-03-31 SuPhoebe 人气:0

一步一步构建一个爬虫实例，抓取糗事百科的段子

先不用beautifulsoup包来进行解析

第一步，访问网址并抓取源码

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 16:16:08
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 20:17:13

import urllib
import urllib2
import re
import os

if __name__ == '__main__':
  # 访问网址并抓取源码
  url = 'http://www.qiushibaike.com/textnew/page/1/?s=4941357'
  user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
  headers = {'User-Agent':user_agent}
  try:
    request = urllib2.Request(url = url, headers = headers)
    response = urllib2.urlopen(request)
    content = response.read()
  except urllib2.HTTPError as e:
    print e
    exit()
  except urllib2.URLError as e:
    print e
    exit()
  print content.decode('utf-8')

第二步，利用正则表达式提取信息

首先先观察源码中，你需要的内容的位置以及如何识别
然后用正则表达式去识别读取
注意正则表达式中的 . 是不能匹配\n的，所以需要设置一下匹配模式。

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 16:16:08
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 20:17:13

import urllib
import urllib2
import re
import os

if __name__ == '__main__':
  # 访问网址并抓取源码
  url = 'http://www.qiushibaike.com/textnew/page/1/?s=4941357'
  user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
  headers = {'User-Agent':user_agent}
  try:
    request = urllib2.Request(url = url, headers = headers)
    response = urllib2.urlopen(request)
    content = response.read()
  except urllib2.HTTPError as e:
    print e
    exit()
  except urllib2.URLError as e:
    print e
    exit()

  regex = re.compile('<div class="content">.*?<span>(.*?)</span>.*?</div>', re.S)
  items = re.findall(regex, content)

  # 提取数据
  # 注意换行符，设置 . 能够匹配换行符
  for item in items:
    print item

第三步，修正数据并保存到文件中

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 16:16:08
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 21:41:32

import urllib
import urllib2
import re
import os

if __name__ == '__main__':
  # 访问网址并抓取源码
  url = 'http://www.qiushibaike.com/textnew/page/1/?s=4941357'
  user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
  headers = {'User-Agent':user_agent}
  try:
    request = urllib2.Request(url = url, headers = headers)
    response = urllib2.urlopen(request)
    content = response.read()
  except urllib2.HTTPError as e:
    print e
    exit()
  except urllib2.URLError as e:
    print e
    exit()

  regex = re.compile('<div class="content">.*?<span>(.*?)</span>.*?</div>', re.S)
  items = re.findall(regex, content)

  # 提取数据
  # 注意换行符，设置 . 能够匹配换行符
  path = './qiubai'
  if not os.path.exists(path):
    os.makedirs(path)
  count = 1
  for item in items:
    #整理数据，去掉\n,将<br/>换成\n
    item = item.replace('\n', '').replace('<br/>', '\n')
    filepath = path + '/' + str(count) + '.txt'
    f = open(filepath, 'w')
    f.write(item)
    f.close()
    count += 1

第四步，将多个页面下的内容都抓取下来

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 16:16:08
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 20:17:13

import urllib
import urllib2
import re
import os

if __name__ == '__main__':
  # 访问网址并抓取源码
  path = './qiubai'
  if not os.path.exists(path):
    os.makedirs(path)
  user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
  headers = {'User-Agent':user_agent}
  regex = re.compile('<div class="content">.*?<span>(.*?)</span>.*?</div>', re.S)
  count = 1
  for cnt in range(1, 35):
    print '第' + str(cnt) + '轮'
    url = 'http://www.qiushibaike.com/textnew/page/' + str(cnt) + '/?s=4941357'
    try:
      request = urllib2.Request(url = url, headers = headers)
      response = urllib2.urlopen(request)
      content = response.read()
    except urllib2.HTTPError as e:
      print e
      exit()
    except urllib2.URLError as e:
      print e
      exit()
    # print content

    # 提取数据
    # 注意换行符，设置 . 能够匹配换行符
    items = re.findall(regex, content)

    # 保存信息
    for item in items:
      #  print item
      #整理数据，去掉\n,将<br/>换成\n
      item = item.replace('\n', '').replace('<br/>', '\n')
      filepath = path + '/' + str(count) + '.txt'
      f = open(filepath, 'w')
      f.write(item)
      f.close()
      count += 1

  print '完成'

使用BeautifulSoup对源码进行解析

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 16:16:08
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 21:34:02

import urllib
import urllib2
import re
import os
from bs4 import BeautifulSoup

if __name__ == '__main__':
  url = 'http://www.qiushibaike.com/textnew/page/1/?s=4941357'
  user_agent = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/54.0.2840.99 Safari/537.36'
  headers = {'User-Agent':user_agent}
  request = urllib2.Request(url = url, headers = headers)
  response = urllib2.urlopen(request)
  # print response.read()
  soup_packetpage = BeautifulSoup(response, 'lxml')
  items = soup_packetpage.find_all("div", class_="content")

  for item in items:
    try:
      content = item.span.string
    except AttributeError as e:
      print e
      exit()

    if content:
      print content + "\n"

这是用BeautifulSoup去抓取书本以及其价格的代码
可以通过对比得出到bs4对标签的读取以及标签内容的读取
（因为我自己也没有学到这一部分，目前只能依葫芦画瓢地写）

# -*- coding: utf-8 -*-
# @Author: HaonanWu
# @Date:  2016-12-22 20:37:38
# @Last Modified by:  HaonanWu
# @Last Modified time: 2016-12-22 21:27:30
import urllib2
import urllib
import re 

from bs4 import BeautifulSoup 


url = "https://www.packtpub.com/all"
try:
  html = urllib2.urlopen(url) 
except urllib2.HTTPError as e:
  print e
  exit()

soup_packtpage = BeautifulSoup(html, 'lxml') 
all_book_title = soup_packtpage.find_all("div", class_="book-block-title") 

price_regexp = re.compile(u"\s+\$\s\d+\.\d+") 

for book_title in all_book_title: 
  try:
    print "Book's name is " + book_title.string.strip()
  except AttributeError as e:
    print e
    exit()
  book_price = book_title.find_next(text=price_regexp) 
  try:
    print "Book's price is "+ book_price.strip()
  except AttributeError as e:
    print e
    exit()
  print ""

以上全部为本篇文章的全部内容，希望对大家的学习有所帮助，也希望大家多多支持。

加载全部内容