爬虫笔记之实战（一）：爬取猫眼电影排行

本文我们利用requests库和正则表达式来抓取猫眼电影排行榜Top100的相关内容。

1.本节目标

抓取猫眼电影TOP100的电影名称、时间、评分、图片等信息，提取的站点URL为http://maoyan.com/board/4，提取结果将以文件形式保存。

2.抓取分析

打开网页查看榜单信息，点击第二页我们发现URL变成http://maoyan.com/board/4?offset=10，比以前的URL多一个参数，那么offset=10，推断：offset表示偏移量，每夜显示电影序号是n+1到n+10，每页显示10条记录。

3.抓取首页

这里我们实现一个get_one_page()来抓取第一一页内容：

def get_one_page(url):
    headers = {
        'User-Agent':'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36'
    }
    response = requests.get(url, headers=headers)
    if response.status_code == 200:
        return response.text
    else:
        print('ERROR')

4.正则提取

回看页面的真实源码，在开发者模式下Network监听组件（fn + F12）查看源代码：

正则表达式为：

'
.*?board-index.*?>(.*?).*?data-src="(.*?)".*?name.*?a.*?>(.*?).*?star.*?>(.*?)
.*?releasetime.*?>(.*?)
.*?integer.*?>(.*?).*?fraction.*?>(.*?).*?
'

代码实现：

def parse_one_page(html):

   pattern = re.compile(
       '
.*?board-index.*?>(.*?).*?data-src="(.*?)".*?name.*?a.*?>(.*?).*?star.*?>(.*?)
.*?releasetime.*?>(.*?)
.*?integer.*?>(.*?).*?fraction.*?>(.*?).*?
',
       re.S
   )
   items = re.findall(pattern, html)
   print(items)

def main():
   url = 'http://maoyan.com/board/4' 
   html = get_one_page(url)
   parse_one_page(html)

输出结果：

数据比较杂乱，将匹配结果遍历提取并生成字典：

def parse_one_page(html):

   pattern = re.compile(
       '
.*?board-index.*?>(.*?).*?data-src="(.*?)".*?name.*?a.*?>(.*?).*?star.*?>(.*?)
.*?releasetime.*?>(.*?)
.*?integer.*?>(.*?).*?fraction.*?>(.*?).*?
',
       re.S
   )
   items = re.findall(pattern, html)
   # print(items)
   for item in items:
      yield {
           'index':item[0],
           'image':item[1],
           'title':item[2].strip(),
           'actor':item[3].strip()[3:] if len(item[3]) > 3 else "",
           'time':item[4].strip()[5:] if len(item[4]) > 5 else "",
           'score':item[5].strip()+item[6].strip()
       }

5.写入文件

将提取结果写入文件。这里通过JSON库的dumps()方法实现字典的序列化，并指定ensure_ascii参数为False，这样可以保证输出中文形式而不是Unicode，代码如下：

def write_to_file(content):
   with open('result.txt', 'a', encoding='utf-8') as f:
       # print(type(json.dumps(content)))
       f.write(json.dumps(content, ensure_ascii=False) + '\n')

7.分页爬取

部分代码如下：

def main(offset):
    url = 'http://maoyan.com/board/4?offset=' + str(offset)
    html = get_one_page(url)
    for item in parse_one_page(html):
        write_to_file(item)


if __name__ == '__main__':
    for i in range(10):
        main(offset=i * 10)

8.完整代码及运行结果

完整代码如下：

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time    : 2018/11/28 09:45
# @Author  : Lynn
# @Site    : 
# @File    : maoyan_top100.py
# @Software: PyCharm
'''
爬取猫眼榜单中top100的电影相关信息。
'''
import requests
import re
import json
import time

def get_one_page(url):
    '''
    获取网页。
    :param url: 
    :return: 
    '''
    try:
        headers = {
            'User-Agent':'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36'
        }
        response = requests.get(url, headers=headers)
        if response.status_code == 200:
            return response.text
        else:
            print('ERROR')
            return None
    except requests.exceptions.RequestException:
        return None




def parse_one_page(html):

    pattern = re.compile(
        '
.*?board-index.*?>(.*?).*?data-src="(.*?)".*?name.*?a.*?>(.*?).*?star.*?>(.*?)
.*?releasetime.*?>(.*?)
.*?integer.*?>(.*?).*?fraction.*?>(.*?).*?
',
        re.S
    )
    items = re.findall(pattern, html)
    # print(items)
    for item in items:
       yield {
            'index':item[0],
            'image':item[1],
            'title':item[2].strip(),
            'actor':item[3].strip()[3:] if len(item[3]) > 3 else "",
            'time':item[4].strip()[5:] if len(item[4]) > 5 else "",
            'score':item[5].strip()+item[6].strip()
        }

def write_to_file(content):
    with open('result.txt', 'a', encoding='utf-8') as f:
        # print(type(json.dumps(content)))
        f.write(json.dumps(content, ensure_ascii=False) + '\n')

def main(offset):
    url = 'http://maoyan.com/board/4?offset=' + str(offset)
    html = get_one_page(url)
    for item in parse_one_page(html):
        write_to_file(item)


if __name__ == '__main__':
    for i in range(10):
        main(offset=i * 10)
        time.sleep(1)

运行结果输出到result.txt中，如下：

{"index": "1", "image": "https://p1.meituan.net/movie/20803f59291c47e1e116c11963ce019e68711.jpg@160w_220h_1e_1c", "title": "霸王别姬", "actor": "张国荣,张丰毅,巩俐", "time": "1993-01-01", "score": "9.6"}
{"index": "2", "image": "https://p0.meituan.net/movie/283292171619cdfd5b240c8fd093f1eb255670.jpg@160w_220h_1e_1c", "title": "肖申克的救赎", "actor": "蒂姆·罗宾斯,摩根·弗里曼,鲍勃·冈顿", "time": "1994-10-14(美国)", "score": "9.5"}
{"index": "3", "image": "https://p0.meituan.net/movie/54617769d96807e4d81804284ffe2a27239007.jpg@160w_220h_1e_1c", "title": "罗马假日", "actor": "格利高里·派克,奥黛丽·赫本,埃迪·艾伯特", "time": "1953-09-02(美国)", "score": "9.1"}
{"index": "4", "image": "https://p0.meituan.net/movie/e55ec5d18ccc83ba7db68caae54f165f95924.jpg@160w_220h_1e_1c", "title": "这个杀手不太冷", "actor": "让·雷诺,加里·奥德曼,娜塔莉·波特曼", "time": "1994-09-14(法国)", "score": "9.5"}
{"index": "5", "image": "https://p1.meituan.net/movie/f5a924f362f050881f2b8f82e852747c118515.jpg@160w_220h_1e_1c", "title": "教父", "actor": "马龙·白兰度,阿尔·帕西诺,詹姆斯·肯恩", "time": "1972-03-24(美国)", "score": "9.3"}
{"index": "6", "image": "https://p1.meituan.net/movie/0699ac97c82cf01638aa5023562d6134351277.jpg@160w_220h_1e_1c", "title": "泰坦尼克号", "actor": "莱昂纳多·迪卡普里奥,凯特·温丝莱特,比利·赞恩", "time": "1998-04-03", "score": "9.5"}
{"index": "7", "image": "https://p0.meituan.net/movie/da64660f82b98cdc1b8a3804e69609e041108.jpg@160w_220h_1e_1c", "title": "唐伯虎点秋香", "actor": "周星驰,巩俐,郑佩佩", "time": "1993-07-01(中国香港)", "score": "9.2"}
{"index": "8", "image": "https://p0.meituan.net/movie/b076ce63e9860ecf1ee9839badee5228329384.jpg@160w_220h_1e_1c", "title": "千与千寻", "actor": "柊瑠美,入野自由,夏木真理", "time": "2001-07-20(日本)", "score": "9.3"}
{"index": "9", "image": "https://p0.meituan.net/movie/46c29a8b8d8424bdda7715e6fd779c66235684.jpg@160w_220h_1e_1c", "title": "魂断蓝桥", "actor": "费雯·丽,罗伯特·泰勒,露塞尔·沃特森", "time": "1940-05-17(美国)", "score": "9.2"}
{"index": "10", "image": "https://p0.meituan.net/movie/230e71d398e0c54730d58dc4bb6e4cca51662.jpg@160w_220h_1e_1c", "title": "乱世佳人", "actor": "费雯·丽,克拉克·盖博,奥利维娅·德哈维兰", "time": "1939-12-15(美国)", "score": "9.1"}
{"index": "11", "image": "https://p1.meituan.net/movie/ba1ed511668402605ed369350ab779d6319397.jpg@160w_220h_1e_1c", "title": "天空之城", "actor": "寺田农,鹫尾真知子,龟山助清", "time": "1992", "score": "9.1"}
{"index": "12", "image": "https://p1.meituan.net/movie/18e3191039d5e71562477659301f04aa61905.jpg@160w_220h_1e_1c", "title": "喜剧之王", "actor": "周星驰,莫文蔚,张柏芝", "time": "1999-02-13(中国香港)", "score": "9.2"}
{"index": "13", "image": "https://p1.meituan.net/movie/14a7b337e8063e3ce05a5993ed80176b74208.jpg@160w_220h_1e_1c", "title": "大闹天宫", "actor": "邱岳峰,毕克,富润生", "time": "1965-12-31", "score": "9.0"}
{"index": "14", "image": "https://p1.meituan.net/movie/39ed7a0941a3604bba78d299b11a18ce119679.jpg@160w_220h_1e_1c", "title": "辛德勒的名单", "actor": "连姆·尼森,拉尔夫·费因斯,本·金斯利", "time": "1993-12-15(美国)", "score": "9.2"}
{"index": "15", "image": "https://p1.meituan.net/movie/6bc004d57358ee6875faa5e9a1239140128550.jpg@160w_220h_1e_1c", "title": "音乐之声", "actor": "朱莉·安德鲁斯,克里斯托弗·普卢默,埃琳诺·帕克", "time": "1965-03-02(美国)", "score": "9.0"}
{"index": "16", "image": "https://p1.meituan.net/movie/0e91ffcfa7e53449216cc29ee8af513a75791.jpg@160w_220h_1e_1c", "title": "剪刀手爱德华", "actor": "约翰尼·德普,薇诺娜·瑞德,黛安·韦斯特", "time": "1990-12-06(美国)", "score": "8.8"}
{"index": "17", "image": "https://p0.meituan.net/movie/ae7245920d95c03765fe1615f3a1fe3865785.jpg@160w_220h_1e_1c", "title": "春光乍泄", "actor": "张国荣,梁朝伟,张震", "time": "1997-05-30(中国香港)", "score": "9.2"}
{"index": "18", "image": "https://p1.meituan.net/movie/c15b7623cce2f51c75562a3baefe507b68290.jpg@160w_220h_1e_1c", "title": "海上钢琴师", "actor": "蒂姆·罗斯,普路特·泰勒·文斯,比尔·努恩", "time": "1998-10-28(意大利)", "score": "9.2"}
{"index": "19", "image": "https://p0.meituan.net/movie/43d259ecbcd53e8bbe902632772281d6327525.jpg@160w_220h_1e_1c", "title": "美丽人生", "actor": "罗伯托·贝尼尼,尼可莱塔·布拉斯基,乔治·坎塔里尼", "time": "1997-12-20(意大利)", "score": "9.3"}
{"index": "20", "image": "https://p1.meituan.net/movie/d981a12f59d3cc92ff666094404ad8f0211220.jpg@160w_220h_1e_1c", "title": "黑客帝国", "actor": "基努·里维斯,凯瑞-安·莫斯,劳伦斯·菲什伯恩", "time": "2000-01-14", "score": "9.0"}
{"index": "21", "image": "https://p1.meituan.net/movie/b449893ebc63d5c54eb4a5b60341f334383831.jpg@160w_220h_1e_1c", "title": "加勒比海盗", "actor": "约翰尼·德普,凯拉·奈特莉,奥兰多·布鲁姆", "time": "2003-11-21", "score": "8.9"}
{"index": "22", "image": "https://p0.meituan.net/movie/932bdfbef5be3543e6b136246aeb99b8123736.jpg@160w_220h_1e_1c", "title": "指环王3：王者无敌", "actor": "伊莱贾·伍德,伊恩·麦克莱恩,丽芙·泰勒", "time": "2004-03-15", "score": "9.2"}
{"index": "23", "image": "https://p1.meituan.net/movie/aacb9ed2a6601bfe515ef0970add1715623792.jpg@160w_220h_1e_1c", "title": "哈利·波特与魔法石", "actor": "丹尼尔·雷德克里夫,鲁伯特·格林特,艾玛·沃特森", "time": "2002-01-26", "score": "9.1"}
{"index": "24", "image": "https://p1.meituan.net/movie/0d93b5b585ce29c6688e43f3989fb41f86421.jpg@160w_220h_1e_1c", "title": "无间道", "actor": "刘德华,梁朝伟,黄秋生", "time": "2003-09-05", "score": "9.1"}
{"index": "25", "image": "https://p0.meituan.net/movie/8959888ee0c399b0fe53a714bc8a5a17460048.jpg@160w_220h_1e_1c", "title": "楚门的世界", "actor": "金·凯瑞,劳拉·琳妮,诺亚·艾默里奇", "time": "1998-06-01(美国)", "score": "8.9"}
{"index": "26", "image": "https://p0.meituan.net/movie/d12a1c198ad9ffac72b5db57feacb449294699.jpg@160w_220h_1e_1c", "title": "蝙蝠侠：黑暗骑士", "actor": "克里斯蒂安·贝尔,希斯·莱杰,阿伦·伊克哈特", "time": "2008-07-18(美国)", "score": "9.3"}
{"index": "27", "image": "https://p1.meituan.net/movie/53b6f0b66882a53b08896c92076515a8236400.jpg@160w_220h_1e_1c", "title": "射雕英雄传之东成西就", "actor": "张国荣,梁朝伟,张学友", "time": "1993-02-05(中国香港)", "score": "8.9"}
{"index": "28", "image": "https://p1.meituan.net/movie/7bac8bfa6739c18620065132ce9c64fa85110.jpg@160w_220h_1e_1c", "title": "教父2", "actor": "阿尔·帕西诺,罗伯特·德尼罗,黛安·基顿", "time": "1974-12-12(美国)", "score": "9.0"}
{"index": "29", "image": "https://p0.meituan.net/movie/5cfa597a98b35ee4ee598695942641ba287922.jpg@160w_220h_1e_1c", "title": "指环王2：双塔奇兵", "actor": "伊莱贾·伍德,伊恩·麦克莱恩,丽芙·泰勒", "time": "2003-04-25", "score": "9.1"}
{"index": "30", "image": "https://p1.meituan.net/movie/4592eef6b6dffcd1d950f55f41ab098f239816.jpg@160w_220h_1e_1c", "title": "机器人总动员", "actor": "本·贝尔特,艾丽莎·奈特,杰夫·格尔林", "time": "2008-06-27(美国)", "score": "9.3"}
{"index": "31", "image": "https://p1.meituan.net/movie/618e57ddb3173de6bbf2e278946b11f279679.jpg@160w_220h_1e_1c", "title": "天堂电影院", "actor": "菲利浦·诺瓦雷,赛尔乔·卡斯特利托,蒂兹亚娜·罗达托", "time": "1988-11-17(意大利)", "score": "9.2"}
{"index": "32", "image": "https://p0.meituan.net/movie/4c41068ef7608c1d4fbfbe6016e589f7204391.jpg@160w_220h_1e_1c", "title": "活着", "actor": "葛优,巩俐,牛犇", "time": "1994-05-18(法国)", "score": "9.0"}
{"index": "33", "image": "https://p1.meituan.net/movie/779bcc212a50a2526343362778f6b63c334618.jpg@160w_220h_1e_1c", "title": "拯救大兵瑞恩", "actor": "汤姆·汉克斯,马特·达蒙,汤姆·塞兹摩尔", "time": "1998-07-24(美国)", "score": "8.9"}
{"index": "34", "image": "https://p0.meituan.net/movie/0127b451d5b8f0679c6f81c8ed414bb2432442.jpg@160w_220h_1e_1c", "title": "哈尔的移动城堡", "actor": "倍赏千惠子,木村拓哉,美轮明宏", "time": "2004-11-20(日本)", "score": "9.0"}
{"index": "35", "image": "https://p1.meituan.net/movie/2f344a9f9575edbcae9f0abe0578bc90339773.jpg@160w_220h_1e_1c", "title": "盗梦空间", "actor": "莱昂纳多·迪卡普里奥,渡边谦,约瑟夫·高登-莱维特", "time": "2010-09-01", "score": "9.2"}
{"index": "36", "image": "https://p1.meituan.net/movie/7e471a9171a410ebc9413b2f1de67afc130067.jpg@160w_220h_1e_1c", "title": "东邪西毒", "actor": "张国荣,梁朝伟,刘嘉玲", "time": "1994-09-17", "score": "8.9"}
{"index": "37", "image": "https://p0.meituan.net/movie/7787c10ad5e95b03cf83ef9473500d8e282796.jpg@160w_220h_1e_1c", "title": "忠犬八公的故事", "actor": "Forest,理查·基尔,琼·艾伦", "time": "2010-03-12(英国)", "score": "9.3"}
{"index": "38", "image": "https://p0.meituan.net/movie/6ab1882a217e848acceb240365043d53329196.jpg@160w_220h_1e_1c", "title": "幽灵公主", "actor": "松田洋治,石田百合子,田中裕子", "time": "1997-07-12(日本)", "score": "8.9"}
{"index": "39", "image": "https://p1.meituan.net/movie/c5e76795bf7a78b12a2ffabb4a0c5c11112921.jpg@160w_220h_1e_1c", "title": "搏击俱乐部", "actor": "爱德华·哈里森·诺顿,布拉德·皮特,海伦娜·伯翰·卡特", "time": "1999-10-15(美国)", "score": "8.8"}
{"index": "40", "image": "https://p1.meituan.net/movie/91f575ec93f019f428d1f33e3ceca7c5115495.jpg@160w_220h_1e_1c", "title": "阿凡达", "actor": "萨姆·沃辛顿,佐伊·索尔达娜,米歇尔·罗德里格兹", "time": "2010-01-04", "score": "9.1"}
{"index": "41", "image": "https://p1.meituan.net/movie/d5e5e53ef9bbd98223e83df261b51b84103223.jpg@160w_220h_1e_1c", "title": "疯狂原始人", "actor": "尼古拉斯·凯奇,艾玛·斯通,瑞安·雷诺兹", "time": "2013-04-20", "score": "9.5"}
{"index": "42", "image": "https://p0.meituan.net/movie/4f9638ba234c3fb673f23a09968db875371576.jpg@160w_220h_1e_1c", "title": "风之谷", "actor": "岛本须美,永井一郎,坂本千夏", "time": "1992", "score": "8.9"}
{"index": "43", "image": "https://p1.meituan.net/movie/4a4c84aa103ab47202f1aa907c5542a4128882.jpg@160w_220h_1e_1c", "title": "V字仇杀队", "actor": "娜塔莉·波特曼,雨果·维文,斯蒂芬·瑞", "time": "2006-03-17(美国)", "score": "8.8"}
{"index": "44", "image": "https://p0.meituan.net/movie/7cd18fcf0b4f9180500124711e81492994030.jpg@160w_220h_1e_1c", "title": "放牛班的春天", "actor": "热拉尔·朱尼奥,让-巴蒂斯特·莫尼耶,玛丽·布奈尔", "time": "2004-10-16", "score": "8.8"}
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