第一节 Scrapy 练习爬取穷游旅游景点
配套视频可以前往B站:https://www.bilibili.com/video/BV1Vx4y147wQ/?vd_source=4c338cd1b04806ba681778966b6fbd65
本项目为scrapy 练手项目,爬取的是穷游旅游景点列表数据
0 系统的环境
现在网上可以找到很多scrapy版本的视频或者代码,为避免混淆,下面列出本文开发过程中使用的软件版本。 scrapy 和 selenium 新版本和老版都改了不少东西,所以在查问题的时候务必看下版本,很多老的文章中的源码都已经无法正常运行了。
python 3.9# python 依赖
scrapy==2.11.2
selenium==4.23.1
1 创建项目
scrapy startproject tutorial2scrapy genspider <爬虫名字> <允许的域名>
# 实际命令
scrapy genspider qiongyou qyer.com
2 编写爬虫
class QiongyouSpider(scrapy.Spider):name = 'qiongyou'allowed_domains = ['qyer.com']start_urls = ['https://place.qyer.com/tokyo/sight/']def parse(self, response):# 定义对网站的操作 (保存HTML)with open('japan.html', 'wb') as f:f.write(response.body)
3 执行爬虫
scrapy crawl qiongyou
直接执行是报错503的,要启用下载中间件模块,增加user-agent就可以爬取了。
4 修改settings.py配置,激活下载中间件,我这边在中间件middlewares.py 中增加了一个随机的user-agent头。
DOWNLOADER_MIDDLEWARES = {'tutorial2.middlewares.Tutorial2DownloaderMiddleware': 543,
}
def process_request(self, request, spider):# Called for each request that goes through the downloader# middleware.# Must either:# - return None: continue processing this request# - or return a Response object# - or return a Request object# - or raise IgnoreRequest: process_exception() methods of# installed downloader middleware will be calleduser_agent_list = ['Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_8; en-us) AppleWebKit/534.50 (KHTML, like Gecko) Version/5.1 Safari/534.50','Mozilla/5.0 (Windows; U; Windows NT 6.1; en-us) AppleWebKit/534.50 (KHTML, like Gecko) Version/5.1 Safari/534.50','Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0;','Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0)','Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1)','Mozilla/5.0 (Macintosh; Intel Mac OS X 10.6; rv:2.0.1) Gecko/20100101 Firefox/4.0.1','Mozilla/5.0 (Windows NT 6.1; rv:2.0.1) Gecko/20100101 Firefox/4.0.1','Opera/9.80 (Macintosh; Intel Mac OS X 10.6.8; U; en) Presto/2.8.131 Version/11.11','Opera/9.80 (Windows NT 6.1; U; en) Presto/2.8.131 Version/11.11','Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_0) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Maxthon 2.0)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; TencentTraveler 4.0)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; The World)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0; SE 2.X MetaSr 1.0; SE 2.X MetaSr 1.0; .NET CLR 2.0.50727; SE 2.X MetaSr 1.0)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; 360SE)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Avant Browser)','Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)','Mozilla/5.0 (iPhone; U; CPU iPhone OS 4_3_3 like Mac OS X; en-us) AppleWebKit/533.17.9 (KHTML, like Gecko) Version/5.0.2 Mobile/8J2 Safari/6533.18.5','Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3_3 like Mac OS X; en-us) AppleWebKit/533.17.9 (KHTML, like Gecko) Version/5.0.2 Mobile/8J2 Safari/6533.18.5','Mozilla/5.0 (iPad; U; CPU OS 4_3_3 like Mac OS X; en-us) AppleWebKit/533.17.9 (KHTML, like Gecko) Version/5.0.2 Mobile/8J2 Safari/6533.18.5','Mozilla/5.0 (Linux; U; Android 2.3.7; en-us; Nexus One Build/FRF91) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile Safari/533.1','MQQBrowser/26 Mozilla/5.0 (Linux; U; Android 2.3.7; zh-cn; MB200 Build/GRJ22; CyanogenMod-7) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile Safari/533.1','Opera/9.80 (Android 2.3.4; Linux; Opera Mobi/build-1107180945; U; en-GB) Presto/2.8.149 Version/11.10','Mozilla/5.0 (Linux; U; Android 3.0; en-us; Xoom Build/HRI39) AppleWebKit/534.13 (KHTML, like Gecko) Version/4.0 Safari/534.13','Mozilla/5.0 (BlackBerry; U; BlackBerry 9800; en) AppleWebKit/534.1+ (KHTML, like Gecko) Version/6.0.0.337 Mobile Safari/534.1+','Mozilla/5.0 (hp-tablet; Linux; hpwOS/3.0.0; U; en-US) AppleWebKit/534.6 (KHTML, like Gecko) wOSBrowser/233.70 Safari/534.6 TouchPad/1.0','Mozilla/5.0 (SymbianOS/9.4; Series60/5.0 NokiaN97-1/20.0.019; Profile/MIDP-2.1 Configuration/CLDC-1.1) AppleWebKit/525 (KHTML, like Gecko) BrowserNG/7.1.18124','Mozilla/5.0 (compatible; MSIE 9.0; Windows Phone OS 7.5; Trident/5.0; IEMobile/9.0; HTC; Titan)','UCWEB7.0.2.37/28/999','NOKIA5700/ UCWEB7.0.2.37/28/999','Openwave/ UCWEB7.0.2.37/28/999','Mozilla/4.0 (compatible; MSIE 6.0; ) Opera/UCWEB7.0.2.37/28/999','UCWEB7.0.2.37/28/999','NOKIA5700/ UCWEB7.0.2.37/28/999','Openwave/ UCWEB7.0.2.37/28/999','Mozilla/4.0 (compatible; MSIE 6.0; ) Opera/UCWEB7.0.2.37/28/999']request.headers['User-Agent'] = random.choice(user_agent_list)return None
执行第3步的命令 根据下载下来的japan.html可以看到,确实可以看到景点数据。
5 问题
然后查看翻页机制,发现这个页面的翻页是通过js加载数据动态实现的,因此需要研究其他手段例如结合scrapy + selenium才能有效爬取后续页面的数据。