Python爬蟲(chóng)實(shí)現(xiàn)爬取百度百科詞條功能實(shí)例

本文實(shí)例講述了Python爬蟲(chóng)實(shí)現(xiàn)爬取百度百科詞條功能。分享給大家供大家參考,具體如下:
以下我寫(xiě)了一個(gè)爬取百度百科詞條的實(shí)例。
爬蟲(chóng)主程序入口
from crawler_test.html_downloader import UrlDownLoaderfrom crawler_test.html_outer import HtmlOuterfrom crawler_test.html_parser import HtmlParserfrom crawler_test.url_manager import UrlManager# 爬蟲(chóng)主程序入口class MainCrawler():def __init__(self):# 初始值,實(shí)例化四大處理器:url管理器,下載器,解析器,輸出器self.urls = UrlManager()self.downloader = UrlDownLoader()self.parser = HtmlParser()self.outer = HtmlOuter()# 開(kāi)始爬蟲(chóng)方法def start_craw(self, main_url):print('爬蟲(chóng)開(kāi)始...')count = 1self.urls.add_new_url(main_url)while self.urls.has_new_url():try:new_url = self.urls.get_new_url()print('爬蟲(chóng)%d,%s' % (count, new_url))html_cont = self.downloader.down_load(new_url)new_urls, new_data = self.parser.parse(new_url, html_cont)# 將解析出的url放入url管理器,解析出的數(shù)據(jù)放入輸出器中self.urls.add_new_urls(new_urls)self.outer.conllect_data(new_data)if count >= 10:# 控制爬取的數(shù)量breakcount += 1except:print('爬蟲(chóng)失敗一條')self.outer.output()print('爬蟲(chóng)結(jié)束。')if __name__ == '__main__':main_url = 'https://baike.baidu.com/item/Python/407313'mc = MainCrawler()mc.start_craw(main_url)
URL管理器
# URL管理器class UrlManager():def __init__(self):self.new_urls = set() # 待爬取self.old_urls = set() # 已爬取# 添加一個(gè)新的urldef add_new_url(self, url):if url is None:returnelif url not in self.new_urls and url not in self.old_urls:self.new_urls.add(url)# 批量添加urldef add_new_urls(self, urls):if urls is None or len(urls) == 0:returnelse:for url in urls:self.add_new_url(url)# 判斷是否有urldef has_new_url(self):return len(self.new_urls) != 0# 從待爬取的集合中獲取一個(gè)urldef get_new_url(self):new_url = self.new_urls.pop()self.old_urls.add(new_url)return new_url
網(wǎng)頁(yè)下載器
from urllib import request# 網(wǎng)頁(yè)下載器class UrlDownLoader():def down_load(self, url):if url is None:return Noneelse:rt = request.Request(url=url, method='GET') # 發(fā)GET請(qǐng)求with request.urlopen(rt) as rp: # 打開(kāi)網(wǎng)頁(yè)if rp.status != 200:return Noneelse:return rp.read() # 讀取網(wǎng)頁(yè)內(nèi)容
網(wǎng)頁(yè)解析器
import refrom urllib import parsefrom bs4 import BeautifulSoup# 網(wǎng)頁(yè)解析器,使用BeautifulSoupclass HtmlParser():# 每個(gè)詞條中,可以有多個(gè)超鏈接# main_url指url公共部分,如“https://baike.baidu.com/”def _get_new_url(self, main_url, soup):# baike.baidu.com/# <a target="_blank" href="/item/%E8%AE%A1%E7%AE%97%E6%9C%BA%E7%A8%8B%E5%BA%8F%E8%AE%BE%E8%AE%A1%E8%AF%AD%E8%A8%80" rel="external nofollow" >計(jì)算機(jī)程序設(shè)計(jì)語(yǔ)言</a>new_urls = set()# 解析出main_url之后的url部分child_urls = soup.find_all('a', href=re.compile(r'/item/(\%\w{2})+'))for child_url in child_urls:new_url = child_url['href']# 再拼接成完整的urlfull_url = parse.urljoin(main_url, new_url)new_urls.add(full_url)return new_urls# 每個(gè)詞條中,只有一個(gè)描述內(nèi)容,解析出數(shù)據(jù)(詞條,內(nèi)容)def _get_new_data(self, main_url, soup):new_datas = {}new_datas['url'] = main_url# <dd class="lemmaWgt-lemmaTitle-title"><h1>計(jì)算機(jī)程序設(shè)計(jì)語(yǔ)言</h1>...new_datas['title'] = soup.find('dd', class_='lemmaWgt-lemmaTitle-title').find('h1').get_text()# class="lemma-summary" label-module="lemmaSummary"...new_datas['content'] = soup.find('div', attrs={'label-module': 'lemmaSummary'},class_='lemma-summary').get_text()return new_datas# 解析出url和數(shù)據(jù)(詞條,內(nèi)容)def parse(self, main_url, html_cont):if main_url is None or html_cont is None:returnsoup = BeautifulSoup(html_cont, 'lxml', from_encoding='utf-8')new_url = self._get_new_url(main_url, soup)new_data = self._get_new_data(main_url, soup)return new_url, new_data
輸出處理器
# 輸出器class HtmlOuter():def __init__(self):self.datas = []# 先收集數(shù)據(jù)def conllect_data(self, data):if data is None:returnself.datas.append(data)return self.datas# 輸出為HTMLdef output(self, file='output_html.html'):with open(file, 'w', encoding='utf-8') as fh:fh.write('<html>')fh.write('<head>')fh.write('<meta charset="utf-8"></meta>')fh.write('<title>爬蟲(chóng)數(shù)據(jù)結(jié)果</title>')fh.write('</head>')fh.write('<body>')fh.write('<table style="border-collapse:collapse; border:1px solid gray; width:80%; word-break:break-all; margin:20px auto;">')fh.write('<tr>')fh.write('<th style="border:1px solid black; width:35%;">URL</th>')fh.write('<th style="border:1px solid black; width:15%;">詞條</th>')fh.write('<th style="border:1px solid black; width:50%;">內(nèi)容</th>')fh.write('</tr>')for data in self.datas:fh.write('<tr>')fh.write('<td style="border:1px solid black">{0}</td>'.format(data['url']))fh.write('<td style="border:1px solid black">{0}</td>'.format(data['title']))fh.write('<td style="border:1px solid black">{0}</td>'.format(data['content']))fh.write('</tr>')fh.write('</table>')fh.write('</body>')fh.write('</html>')
效果(部分):

原文鏈接:https://www.cnblogs.com/wcwnina/p/8619084.html
文章轉(zhuǎn)載:Python編程學(xué)習(xí)圈
(版權(quán)歸原作者所有,侵刪)
![]()

點(diǎn)擊下方“閱讀原文”查看更多
評(píng)論
圖片
表情
