Requests+正则表达式爬取猫眼电影
目标
提取出猫眼电影TOP100的电影名称、时间、评分、图片等信息，提取站点的URL为http://maoyan.com/board/4，提取的结果以文本的形式保存下来。
准备工作
请安装好requests库
pip install requests
requests库的基本用法可参数这篇文章：http://www.cnblogs.com/0bug/p/8899841.html
抓取分析
我们需要抓取的目标站点为http://maoyan.com/board/4 打开之后便可以看到榜单信息，如图所示。
排名第一的电影是霸王别姬，页面中显示的有效信息有影片名称、主演、上映时间、上映地区、评分、图片等信息。
将页面滚动到最下方，可以发现有分页的列表，直接点击第二页，观察页面的URL内容发生了怎样的变化，如图所示。
可以发现页面的URL变成http://maoyan.com/board/4?offset=10，比之前的URL多了一个参数，那就是offset=10，而且目前的排行结果是排行11~20名的电影，初步推断这是一个偏移量的参数，再点击下一页，发现页面的URL变成了http://maoyan.com/board/4?offset=20，参数offset变成了20，而且显示的结果是排行21~30的电影。
由此可以总结出规律，offset代表偏移量，如果偏移量为n，则显示电影序号就是n+1到n+10，每页显示10个，所以，如果想获取TOP100电影，只需要分开请求10次，而10次的offset参数分别设置为0、10、20......90即可，这样获取不同的页面之后，再用正则表达式提取出相关信息，就可以得到TOP100的所有电影信息了。
流程框架：
获取首页
import requests
def get_one_page(url):
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.117 Safari/537.36'
}
response = requests.get(url, headers=headers)
if response.status_code == 200:
return response.text
return None
def main():
url = 'http://maoyan.com/board/4'
html = get_one_page(url)
print(html)
main()
正则提取
回到页面，在开发者模式下的Network监听组建中查看源代码。
注意，这里不用在Elements选项卡中直接查看源代码，因为那里的源码可能经过JavaScript操作而与原始请求不同。
其中看到一个条木的源码如下：
可以看到，一部电影信息对应的源码是一个dd节点，我们用正则表达式提取出这里面的一些电影信息。
1.排名
排名信息在class为board-index的i节点内，这里利用非贪婪匹配来提取i节点内的信息，正则表达式写为：
<dd>.*?board-index.*?>(.*?)</i>
2.电影的图片
接下来，可以看到a节点内部有两个img节点，经过检查后发现，第二个img节点的data-src属性是图片链接，正则表达式改写为：
<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)"
3.电影名称
再往后，提取电影名，它后面的p节点内，class为name，所以可以用name来做一个标志位,然后进一步提取到期内a节点的正文内容：
<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>
4.再提取主演、时间、评分等内容，都是同样的原理，最后正则表达式写为：
<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>.*?star.*?>(.*?)</p>.*?releasetime.*?>(.*?)</p>.*?integer.*?>(.*?)</i>.*?fraction.*?>(.*?)</i>.*?</dd>
这样一个正则表达式可以匹配一个电影的结果，里面匹配了7个嘻嘻你，接下来调用findall()方法提取所有的内容
1 # -*- coding:utf-8 -*- 2 import requests 3 import re 4 5 6 def get_one_page(url): 7 headers = { 8 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.117 Safari/537.36' 9 } 10 response = requests.get(url, headers=headers) 11 if response.status_code == 200: 12 return response.text 13 return None 14 15 16 def parse_one_page(html): 17 pattern = re.compile( 18 '<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>.*?star.*?>(.*?)</p>.*?releasetime.*?>(.*?)</p>.*?integer.*?>(.*?)</i>.*?fraction.*?>(.*?)</i>.*?</dd>', 19 re.S) 20 item = re.findall(pattern, html) 21 print(item) 22 23 24 def main(): 25 url = 'http://maoyan.com/board/4' 26 html = get_one_page(url) 27 parse_one_page(html) 28 29 30 main()
这样就可以成功地将一页的10个电影信息提取出来，这是一个列表形式，输出结果如下：
[('1', 'http://p1.meituan.net/movie/20803f59291c47e1e116c11963ce019e68711.jpg@160w_220h_1e_1c', '霸王别姬', '\n 主演：张国荣,张丰毅,巩俐\n ', '上映时间：1993-01-01(中国香港)', '9.', '6'), ('2', 'http://p0.meituan.net/movie/__40191813__4767047.jpg@160w_220h_1e_1c', '肖申克的救赎', '\n 主演：蒂姆·罗宾斯,摩根·弗里曼,鲍勃·冈顿\n ', '上映时间：1994-10-14(美国)', '9.', '5'), ('3', 'http://p0.meituan.net/movie/23/6009725.jpg@160w_220h_1e_1c', '罗马假日', '\n 主演：格利高利·派克,奥黛丽·赫本,埃迪·艾伯特\n ', '上映时间：1953-09-02(美国)', '9.', '1'), ('4', 'http://p0.meituan.net/movie/fc9d78dd2ce84d20e53b6d1ae2eea4fb1515304.jpg@160w_220h_1e_1c', '这个杀手不太冷', '\n 主演：让·雷诺,加里·奥德曼,娜塔莉·波特曼\n ', '上映时间：1994-09-14(法国)', '9.', '5'), ('5', 'http://p0.meituan.net/movie/92/8212889.jpg@160w_220h_1e_1c', '教父', '\n 主演：马龙·白兰度,阿尔·帕西诺,詹姆斯·凯恩\n ', '上映时间：1972-03-24(美国)', '9.', '3'), ('6', 'http://p0.meituan.net/movie/11/324629.jpg@160w_220h_1e_1c', '泰坦尼克号', '\n 主演：莱昂纳多·迪卡普里奥,凯特·温丝莱特,比利·赞恩\n ', '上映时间：1998-04-03', '9.', '5'), ('7', 'http://p0.meituan.net/movie/c8f224ca9939cd9dd58f709c9c4deb0924422.jpg@160w_220h_1e_1c', '龙猫', '\n 主演：日高法子,坂本千夏,糸井重里\n ', '上映时间：1988-04-16(日本)', '9.', '2'), ('8', 'http://p0.meituan.net/movie/62/109878.jpg@160w_220h_1e_1c', '唐伯虎点秋香', '\n 主演：周星驰,巩俐,郑佩佩\n ', '上映时间：1993-07-01(中国香港)', '9.', '2'), ('9', 'http://p1.meituan.net/movie/94c3a84626fd7650d6891088c4b88e5c27012.jpg@160w_220h_1e_1c', '魂断蓝桥', '\n 主演：费雯·丽,罗伯特·泰勒,露塞尔·沃特森\n ', '上映时间：1940-05-17(美国)', '9.', '2'), ('10', 'http://p0.meituan.net/movie/9bf7d7b81001a9cf8adbac5a7cf7d766132425.jpg@160w_220h_1e_1c', '千与千寻', '\n 主演：柊瑠美,入野自由,夏木真理\n ', '上映时间：2001-07-20(日本)', '9.', '3')]
但是这样还不够，数据比较杂乱，我们再将匹配结果处理一下，遍历提取结果并生成字典，此时方法改写如下：
# -*- coding:utf-8 -*- import requests import re def get_one_page(url): headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.117 Safari/537.36' } response = requests.get(url, headers=headers) if response.status_code == 200: return response.text return None def parse_one_page(html): pattern = re.compile( '<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>.*?star.*?>(.*?)</p>.*?releasetime.*?>(.*?)</p>.*?integer.*?>(.*?)</i>.*?fraction.*?>(.*?)</i>.*?</dd>', re.S) items = re.findall(pattern, html) 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 main(): url = 'http://maoyan.com/board/4' html = get_one_page(url) li = parse_one_page(html) for i in li: print(i) main()
输出结果为字典的结构化数据：
{'index': '1', 'image': 'http://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(中国香港)', 'score': '9.6'}
{'index': '2', 'image': 'http://p0.meituan.net/movie/__40191813__4767047.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': 'http://p0.meituan.net/movie/23/6009725.jpg@160w_220h_1e_1c', 'title': '罗马假日', 'actor': '格利高利·派克,奥黛丽·赫本,埃迪·艾伯特', 'time': '1953-09-02(美国)', 'score': '9.1'}
{'index': '4', 'image': 'http://p0.meituan.net/movie/fc9d78dd2ce84d20e53b6d1ae2eea4fb1515304.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': 'http://p0.meituan.net/movie/92/8212889.jpg@160w_220h_1e_1c', 'title': '教父', 'actor': '马龙·白兰度,阿尔·帕西诺,詹姆斯·凯恩', 'time': '1972-03-24(美国)', 'score': '9.3'}
{'index': '6', 'image': 'http://p0.meituan.net/movie/11/324629.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': 'http://p0.meituan.net/movie/c8f224ca9939cd9dd58f709c9c4deb0924422.jpg@160w_220h_1e_1c', 'title': '龙猫', 'actor': '日高法子,坂本千夏,糸井重里', 'time': '1988-04-16(日本)', 'score': '9.2'}
{'index': '8', 'image': 'http://p0.meituan.net/movie/62/109878.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': '9', 'image': 'http://p1.meituan.net/movie/94c3a84626fd7650d6891088c4b88e5c27012.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': 'http://p0.meituan.net/movie/9bf7d7b81001a9cf8adbac5a7cf7d766132425.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'}
写入文件
随后，我们将提取的结果写入文件，这里直接写入到一个文本文件，这里通过JSON库的dumps()方法实现字典的序列化，并指定ensure_ascii的参数为Flase，这样保证输出结果是中文形式而是不Unicode编码，代码如下
def write_to_file(content):
with open('result.txt', 'a', encoding='utf-8') as f:
f.write(json.dumps(content, ensure_ascii=False) + '\n')
整合代码
最后，实现main()方法调用前面实现的方法，将单页面的电影写到文件：
# -*- coding:utf-8 -*- import requests import re import json def get_one_page(url): headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.117 Safari/537.36' } response = requests.get(url, headers=headers) if response.status_code == 200: return response.text return None def parse_one_page(html): pattern = re.compile( '<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>.*?star.*?>(.*?)</p>.*?releasetime.*?>(.*?)</p>.*?integer.*?>(.*?)</i>.*?fraction.*?>(.*?)</i>.*?</dd>', re.S) items = re.findall(pattern, html) 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: f.write(json.dumps(content, ensure_ascii=False) + '\n') def main(): url = 'http://maoyan.com/board/4' html = get_one_page(url) for item in parse_one_page(html): write_to_file(item) main()
分页爬取
爬取所有TOP100电影，完整代码如下
# -*- coding:utf-8 -*- import requests import re import json def get_one_page(url): headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/66.0.3359.117 Safari/537.36' } response = requests.get(url, headers=headers) if response.status_code == 200: return response.text return None def parse_one_page(html): pattern = re.compile( '<dd>.*?board-index.*?>(.*?)</i>.*?data-src="(.*?)".*?name.*?a.*?>(.*?)</a>.*?star.*?>(.*?)</p>.*?releasetime.*?>(.*?)</p>.*?integer.*?>(.*?)</i>.*?fraction.*?>(.*?)</i>.*?</dd>', re.S) items = re.findall(pattern, html) 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: 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)
爬取结果：
{"index": "1", "image": "http://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(中国香港)", "score": "9.6"}
{"index": "2", "image": "http://p0.meituan.net/movie/__40191813__4767047.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": "http://p0.meituan.net/movie/23/6009725.jpg@160w_220h_1e_1c", "title": "罗马假日", "actor": "格利高利·派克,奥黛丽·赫本,埃迪·艾伯特", "time": "1953-09-02(美国)", "score": "9.1"}
{"index": "4", "image": "http://p0.meituan.net/movie/fc9d78dd2ce84d20e53b6d1ae2eea4fb1515304.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": "http://p0.meituan.net/movie/92/8212889.jpg@160w_220h_1e_1c", "title": "教父", "actor": "马龙·白兰度,阿尔·帕西诺,詹姆斯·凯恩", "time": "1972-03-24(美国)", "score": "9.3"}
{"index": "6", "image": "http://p0.meituan.net/movie/11/324629.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": "http://p0.meituan.net/movie/c8f224ca9939cd9dd58f709c9c4deb0924422.jpg@160w_220h_1e_1c", "title": "龙猫", "actor": "日高法子,坂本千夏,糸井重里", "time": "1988-04-16(日本)", "score": "9.2"}
{"index": "8", "image": "http://p0.meituan.net/movie/62/109878.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": "9", "image": "http://p1.meituan.net/movie/94c3a84626fd7650d6891088c4b88e5c27012.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": "http://p0.meituan.net/movie/9bf7d7b81001a9cf8adbac5a7cf7d766132425.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": "11", "image": "http://p0.meituan.net/movie/13/6960141.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": "12", "image": "http://p0.meituan.net/movie/59/2366463.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": "http://p0.meituan.net/movie/24/4495986.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": "14", "image": "http://p0.meituan.net/movie/d1de085b6899fd2e661fc17da8b72a1b17287.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": "15", "image": "http://p0.meituan.net/movie/88/6673874.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": "16", "image": "http://p0.meituan.net/movie/76/8189714.jpg@160w_220h_1e_1c", "title": "音乐之声", "actor": "朱丽·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": "17", "image": "http://p0.meituan.net/movie/7bc241d4e59a6c55dfadb0528dc957ae27325.jpg@160w_220h_1e_1c", "title": "剪刀手爱德华", "actor": "约翰尼·德普,薇诺娜·瑞德,黛安娜·维斯特", "time": "1990-12-06(美国)", "score": "8.8"}
{"index": "18", "image": "http://p0.meituan.net/movie/18/6251213.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": "19", "image": "http://p0.meituan.net/movie/5bef87296178cc0c0946f9c352ca267a119592.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"}
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{"index": "86", "image": "http://p0.meituan.net/movie/49/4069944.jpg@160w_220h_1e_1c", "title": "借东西的小人阿莉埃蒂", "actor": "志田未来,神木隆之介,大竹忍", "time": "2010-07-17(日本)", "score": "8.8"}
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{"index": "98", "image": "http://p0.meituan.net/movie/52/3420293.jpg@160w_220h_1e_1c", "title": "我爱你", "actor": "宋在河,李顺才,尹秀晶", "time": "2011-02-17(韩国)", "score": "9.0"}
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大功告成！
