Python抓取框架:Scrapy的架构
http://blog.iyunv.com/data:image/png;base64,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1、Scrapy Engine(Scrapy引擎)
Scrapy引擎是用来控制整个系统的数据处理流程,并进行事务处理的触发。更多的详细内容可以看下面的数据处理流程。
2、Scheduler(调度)
调度程序从Scrapy引擎接受请求并排序列入队列,并在Scrapy引擎发出请求后返还给他们。
3、Downloader(下载器)
下载器的主要职责是抓取网页并将网页内容返还给蜘蛛( Spiders)。
4、Spiders(蜘蛛)
蜘蛛是有Scrapy用户自己定义用来解析网页并抓取制定URL返回的内容的类,每个蜘蛛都能处理一个域名或一组域名。换句话说就是用来定义特定网站的抓取和解析规则。
蜘蛛的整个抓取流程(周期)是这样的:
首先获取第一个URL的初始请求,当请求返回后调取一个回调函数。第一个请求是通过调用start_requests()方法。该方法默认从start_urls中的Url中生成请求,并执行解析来调用回调函数。
在回调函数中,你可以解析网页响应并返回项目对象和请求对象或两者的迭代。这些请求也将包含一个回调,然后被Scrapy下载,然后有指定的回调处理。
在回调函数中,你解析网站的内容,同程使用的是Xpath选择器(但是你也可以使用BeautifuSoup, lxml或其他任何你喜欢的程序),并生成解析的数据项。
最后,从蜘蛛返回的项目通常会进驻到项目管道。
5、Item Pipeline(项目管道)
项目管道的主要责任是负责处理有蜘蛛从网页中抽取的项目,他的主要任务是清晰、验证和存储数据。当页面被蜘蛛解析后,将被发送到项目管道,并经过几个特定的次序处理数据。每个项目管道的组件都是有一个简单的方法组成的Python类。他们获取了项目并执行他们的方法,同时他们还需要确定的是是否需要在项目管道中继续执行下一步或是直接丢弃掉不处理。
项目管道通常执行的过程有:
清洗HTML数据
验证解析到的数据(检查项目是否包含必要的字段)
检查是否是重复数据(如果重复就删除)
将解析到的数据存储到数据库中
6、Downloader middlewares(下载器中间件)
下载中间件是位于Scrapy引擎和下载器之间的钩子框架,主要是处理Scrapy引擎与下载器之间的请求及响应。它提供了一个自定义的代码的方式来拓展Scrapy的功能。下载中间器是一个处理请求和响应的钩子框架。他是轻量级的,对Scrapy尽享全局控制的底层的系统。
7、Spider middlewares(蜘蛛中间件)
蜘蛛中间件是介于Scrapy引擎和蜘蛛之间的钩子框架,主要工作是处理蜘蛛的响应输入和请求输出。它提供一个自定义代码的方式来拓展Scrapy的功能。蛛中间件是一个挂接到Scrapy的蜘蛛处理机制的框架,你可以插入自定义的代码来处理发送给蜘蛛的请求和返回蜘蛛获取的响应内容和项目。
8、Scheduler middlewares(调度中间件)
调度中间件是介于Scrapy引擎和调度之间的中间件,主要工作是处从Scrapy引擎发送到调度的请求和响应。他提供了一个自定义的代码来拓展Scrapy的功能。
三、数据处理流程
Scrapy的整个数据处理流程有Scrapy引擎进行控制,其主要的运行方式为:
引擎打开一个域名,时蜘蛛处理这个域名,并让蜘蛛获取第一个爬取的URL。
引擎从蜘蛛那获取第一个需要爬取的URL,然后作为请求在调度中进行调度。
引擎从调度那获取接下来进行爬取的页面。
调度将下一个爬取的URL返回给引擎,引擎将他们通过下载中间件发送到下载器。
当网页被下载器下载完成以后,响应内容通过下载中间件被发送到引擎。
引擎收到下载器的响应并将它通过蜘蛛中间件发送到蜘蛛进行处理。
蜘蛛处理响应并返回爬取到的项目,然后给引擎发送新的请求。
引擎将抓取到的项目项目管道,并向调度发送请求。
系统重复第二部后面的操作,直到调度中没有请求,然后断开引擎与域之间的联系。
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