目标分析:
目标:百度百科python词条相关词条网页 - 标题和简介
入口页:https://baike.baidu.com/item/Python/407313
URL格式:
- 词条页面URL:/item/xxxx
数据格式:
- 标题:
<dd class="lemmaWgt-lemmaTitle-title"><h1>***</h1></dd>
- 简介:
<div class="lemma-summary">***</div>
页面编码:utf-8
爬虫主入口文件
spider_main.py
# coding:utf-8 import url_manager import html_downloader import html_parser import html_outputer class SpiderMain(object): def __init__(self): # url管理器 self.urls = url_manager.UrlManager() # 下载器 self.downloader = html_downloader.HtmlDownloader() # 解析器 self.parser = html_parser.HtmlParser() # 输出控制器 self.outputer = html_outputer.HtmlOutputer() def craw(self, root_url): # 记录当前爬取的是第几个url count = 1 self.urls.add_new_url(root_url) # 如果有待爬取的url就继续while循环 ''' while self.urls.has_new_url(): try: new_url = self.urls.get_new_url() print 'craw %d : %s' % (count, new_url) # 下载url页面 html_cont = self.downloader.download(new_url) # 进行url解析并获取url的数据 new_urls, new_data = self.parser.parse(new_url, html_cont) # url解析及数据搜集 self.urls.add_new_urls(new_urls) self.outputer.collect_data(new_data) if count >= 1000: break count = count + 1 except Exception as e: print 'craw failed' print e ''' while self.urls.has_new_url(): new_url = self.urls.get_new_url() print 'craw %d : %s' % (count, new_url) # 下载url页面 html_cont = self.downloader.download(new_url) # print html_cont # 进行url解析并获取url的数据 new_urls, new_data = self.parser.parse(new_url, html_cont) # url解析及数据搜集 self.urls.add_new_urls(new_urls) self.outputer.collect_data(new_data) if count >= 10: break count = count + 1 # 输出到指定页面 self.outputer.output_html() if __name__ == "__main__": root_url = "https://baike.baidu.com/item/Python/407313" obj_spider = SpiderMain() obj_spider.craw(root_url)
网页管理器
url_manager.py
# coding:utf-8 class UrlManager(object): def __init__(self): # 要爬取的url self.new_urls = set() # 爬取过的url self.old_urls = set() def add_new_url(self, url): if url is None: return # 如果url不在要爬取的url里面也不在爬取过的url里面就添加进来 if url not in self.new_urls and url not in self.old_urls: self.new_urls.add(url) def add_new_urls(self, urls): if urls is None or len(urls) == 0: return for url in urls: self.add_new_url(url) def has_new_url(self): return len(self.new_urls) != 0 def get_new_url(self): new_url = self.new_urls.pop() self.old_urls.add(new_url) return new_url
网页下载器
html_downloader.py
# coding:utf-8 import urllib2 class HtmlDownloader(object): def download(self, url): if url is None: return None response = urllib2.urlopen(url) if response.getcode() != 200: return None return response.read()
网页分析器
html_parser.py
# coding:utf-8 from bs4 import BeautifulSoup import re import urlparse class HtmlParser(object): def _get_new_urls(self, page_url, soup): # 得到所有的词条url links = soup.find_all('a', href=re.compile(r"/item/.*")) # print links new_urls = set() for link in links: new_url = link['href'] new_full_url = urlparse.urljoin(page_url, new_url) new_urls.add(new_full_url) return new_urls def _get_new_data(self, page_url, soup): res_data = {} # url res_data['url'] = page_url # <dd class="lemmaWgt-lemmaTitle-title"> # <h1>Python</h1> title_node = soup.find('dd', class_='lemmaWgt-lemmaTitle-title').find("h1") res_data['title'] = title_node.get_text() # <div class="lemma-summary" label-module="lemmaSummary"> summary_node = soup.find('div', class_="lemma-summary") res_data['summary'] = summary_node.get_text() return res_data def parse(self, page_url, html_cont): if page_url is None or html_cont is None: return soup = BeautifulSoup(html_cont, 'html.parser', from_encoding='utf-8') new_urls = self._get_new_urls(page_url, soup) new_data = self._get_new_data(page_url, soup) return new_urls,new_data
网页输出器
html_outputer.py
# coding:utf-8 class HtmlOutputer(object): def __init__(self): self.datas = [] def collect_data(self, data): if data is None: return self.datas.append(data) # ascii def output_html(self): fout = open('output.html', 'w') fout.write("<html>") fout.write("<body>") fout.write("<table>") for data in self.datas: fout.write("<tr>") fout.write("<td>%s</td>" % data['url']) fout.write("<td>%s</td>" % data['title'].encode('utf-8')) fout.write("<td>%s</td>" % data['summary'].encode('utf-8')) fout.write("</tr>") fout.write("/table") fout.write("/body") fout.write("/html")
运行代码:
结果页面