python2.7+lxml爬取猫眼电影烂片top20

前言

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众所周知，BeautifulSoup 是个非常强大的库，不过还有一些比较流行的解析库，例如 lxml，使用的是 Xpath 语法，同样是效率比较高的解析方法。如果大家对 BeautifulSoup 使用不太习惯的话，可以尝试下 Xpath。（墙裂推荐哦）

lxml的安装：

pip install lxml

lxml教程(仅供参考)

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代码

# -*- coding: UTF-8 -*-

import requests
from lxml import etree
#request和lxml，用于网络请求和解析

import sys
reload(sys)
sys.setdefaultencoding('utf8')
#用于解决python2.7中文编码问题

ori_url = 'http://maoyan.com/films?sortId=1&offset={}'
#猫眼电影主页url，offset从0开始递增，一页30部电影

headers={
    'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8',
    'Cookie': 'your cookie',
    #填写你自己的浏览器cookie
    'Host': 'maoyan.com',
    'Referer': 'http://maoyan.com/',
    'Upgrade-Insecure-Requests': '1',
    'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.100 Safari/537.36'
}

all_url=[]

for i in range(11):
    offset = str(i*30)
    req_url = ori_url.format(offset)
    all_url.append(req_url)
#一共11页，url动态变化

movie_item=list()
i = 0
j = 0
for url in all_url:
    html = requests.get(url, headers=headers).text
    selector = etree.HTML(html)    
    infos = selector.xpath('//div[@class="movies-list"]/dl[@class="movie-list"]//div[@class="channel-detail movie-item-title"]/a')
    #xpath爬取电影name和电影url
    j = i
    for info in infos:
        movie_item.append(dict())
        movie_url = 'http://maoyan.com' + info.xpath('@href')[0]
        movie_name = info.xpath('text()')[0]
        movie_item[i]['name'] = movie_name
        movie_item[i]['url'] = movie_url
        i += 1

    score = selector.xpath('//div[@class="channel-detail channel-detail-orange"]')
    #xpath爬取电影评分（两种情况：有评分/暂无评分）
    for item in score:
        if item.text == None:
            sc= item.getchildren()[0].text+item.getchildren()[1].text
        else:
            sc= item.text
        movie_item[j]['score'] = sc
        j+=1

movie_item = sorted(movie_item, key=lambda item:item['score'], reverse=False)
#按照评分排序
file=open('./p_data/movieinfos.txt','w')
#将结果写入本地文件
print len(movie_item)
for i in range(len(movie_item)):
    file.write(str(movie_item[i]['name'])+'    '+str(movie_item[i]['score'])+'    '+str(movie_item[i]['url'])+'\n')
file.close()

最终结果

image.png

Ps：银翼杀手和异形契约在我看来是很好的两部电影，导演水准也很高（心情复杂