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              Python自學指南 | 怎樣把最好用的Python教程爬取下來?

              很多Python初學者都是從廖雪峰的Python教程開始的。我也是廖老師教程的忠實讀者。今天學到了爬蟲,就想把廖老師的教程爬取下來,方便查閱。下面是我爬取這個教程的簡單過程。

              一個簡單的爬蟲大概包含下面的4個步驟:
              1.獲取網頁的URL
              2.下載網頁的HTML文件
              3.解析下載到的HTML,提取所需的數據
              4.將提取的數據存儲起來

              首先,看一下如何獲取廖老師教程的全部URL。在瀏覽器中打開教程的首頁,查看源文件,發現教程的URL如下圖所示:

              Python自學指南 | 怎樣把最好用的Python教程爬取下來?

              Paste_Image.png

              從源文件中可以看到,每篇教程都是由兩串隨機碼組成的(是不是隨機的我不確定,水平有限不知道這些代碼是怎么生成的)。因此,要爬取所有的教程頁面,則需要先將各頁面的URL提取出來,然后與根url組合,獲得完整的URL。觀察整個HTML, URL所在的div標簽具備唯一的class屬性值“x-sidebar-left-content”,就根據這個特征解析首頁的代碼,獲得URL列表。使用BeautifulSoup解析獲取的各頁面的URL和標題。

              def bs_parser(html):
                  tree = BeautifulSoup(html, 'lxml')
                  data = tree.find('div', class_='x-sidebar-left-content').find_all('a')
                  urls = []
                  titles = []
                  grades = []
                  for item in data:
                      urls.append(item.attrs['href'])
                      titles.append(item.get_text())
              return urls, titles

              接下來,將獲得的URL與根URL組合,獲得完整的URL。使用Python的urllib.request包抓取所有的頁面的HTML。

              def download(url):
                  print("Downloading: %s" % url)
                  try:
                      result = urllib.request.urlopen(url, timeout=2).read()
                  except urllib.error.URLError as e:
                      print("Downloading Error:", e.reason)
                      result = None
              return result

              如果要把自己的爬蟲偽裝成流量器,也可以給其加上首部的信息(當然這里沒有必要)。

              def download_browser(url, headers):
                  opener = urllib.request.build_opener()
                  opener.addheaders = headers
                  print("Downloading: %s" % url)
                  try:
                      result = opener.open(url, timeout=2)
                      result = result.read()
                      print("Download OK!")
                  except urllib.request.URLError as e:
                      print("Downloading error:", e.reason)
                      result = None
              return result

              第三步就是要解析抓取的HTML文檔,提取有用的信息了。和第一步中提取URL的方法類似,先分析頁面的代碼,確定有用信息的特征,然后用BeautifulSoup將其提取出來。

              Python自學指南 | 怎樣把最好用的Python教程爬取下來?

              Paste_Image.png

              內容部分的特征是div標簽具備值為“x-wiki-content”的class屬性,并且在全文中是唯一的。可以利用該屬性來提取數據:

              def bs_parser_content(html):
                  tree = BeautifulSoup(html, 'lxml')
                  data = tree.find('div', class_='x-wiki-content')
                  result = data.get_text()
              return result

              最后,將獲取的數據寫到文本文件中進行存儲。一個簡單的爬取大神教程的小爬蟲算是做完了。

              全部的代碼如下:

              import urllib, urllib.request, urllib.error
              from bs4 import BeautifulSoup
              import os
              
              def download(url): # 沒有偽裝的下載器
                  print("Downloading: %s" % url)
                  try:
                      result = urllib.request.urlopen(url, timeout=2).read()
                  except urllib.error.URLError as e:
                      print("Downloading Error:", e.reason)
                      result = None
                  return result
              
              def download_browser(url, headers): # 帶瀏覽器偽裝的下載器
                  opener = urllib.request.build_opener()
                  opener.addheaders = headers
                  print("Downloading: %s" % url)
                  try:
                      result = opener.open(url, timeout=2)
                      result = result.read()
                      print("Download OK!")
                  except urllib.request.URLError as e:
                      print("Downloading error:", e.reason)
                      result = None
                  return result
              
              # 解析首頁,獲取url
              def bs_parser(html):
                  tree = BeautifulSoup(html, 'lxml')
                  data = tree.find('div', class_='x-sidebar-left-content').find_all('a')
                  print(data[0].attrs['href'])
                  urls = []
                  titles = []
                  grades = []
                  for item in data:
                      urls.append(item.attrs['href'])
                      titles.append(item.get_text())
                  return urls, titles 
              
              # 解析頁面內容
              def bs_parser_content(html):
                  tree = BeautifulSoup(html, 'lxml')
                  data = tree.find('div', class_='x-wiki-content')
                  # print(data)
                  result = data.get_text()
                  return result
              
              # 首頁url
              url = 'http://www.liaoxuefeng.com/wiki/0014316089557264a6b348958f449949df42a6d3a2e542c000'
              root = 'http://www.liaoxuefeng.com'
              
              # header一定是一個元組列表
              headers = [
                  ('Connection', 'Keep-Alive'),
                  ('Accept', 'text/html, application/xhtml+xml, */*'),
                  ('Accept-Language', 'en-US,en;q=0.8,zh-Hans-CN;q=0.5,zh-Hans;q=0.3'),
                  ('User-Agent', 'Mozilla/5.0 (Windows NT 6.3; WOW64; Trident/7.0; rv:11.0) like Gecko')
              ]
              html = download_browser(url, headers) # 下載首頁的HTML
              urls, titles = bs_parser(html) # 解析首頁的HTML,返回URL和標題
              i = 0
              for item, title in zip(urls, titles):
                  i += 1
                  url = root + item
                  html = download_browser(url, headers) # 下載頁面html
              result = bs_parser_content(html) # 解析html,獲取數據
              # 合成文本文件路徑
                  fileName = str(i) + ' ' + title.replace(r'/', ' ') + '.txt'
              fileName = os.path.join('Results/', fileName)
              # 將數據寫入到文本文件
                  with open(fileName, 'w') as f:
                      f.write(result)

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