中间件位于引擎与下载器、引擎与spider之间,是处理scrapy中两个重要对象Request、Response及数据数据对象Item的重要的扩展。
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那么中间件分类两类就不难理解了,其中一类在引擎与下载器之间我们可以称之为下载中间件、另一个在引擎与spider之间我们可以称之为爬虫中间件;下载中间件和spider中间件都对Request、Response请求处理,根据位置不同,他们主要负责的职能也不同。
spider中间件(主职过滤)对Request、Response的主要作用在过滤,可以对特定路径的URL请求丢弃、对特定页面响应过滤、同时对一些不含有指定信息的item过滤,当然pipeline也能实现item的过滤。
下载中间件(主职加工)主要作用是加工,如给Request添加代理、添加UA、添加cookie,对Response返回数据编码解码、压缩解压缩、格式化等预处理。
下面我们将从这两个中间件出发来详细讲解其中奥妙。
spider中间件
在创建scrapy项目后会自动在middlewares.py文件下生成一个spider中间件和下载中间件模板,查看代码:
class ProxyExampleSpiderMiddleware(object):
# Not all methods need to be defined. If a method is not defined,
# scrapy acts as if the spider middleware does not modify the
# passed objects.
@classmethod
def from_crawler(cls, crawler):
# This method is used by Scrapy to create your spiders.
s = cls()
crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
return s
def process_spider_input(self, response, spider):
# Called for each response that goes through the spider
# middleware and into the spider.
# Should return None or raise an exception.
return None
def process_spider_output(self, response, result, spider):
# Called with the results returned from the Spider, after
# it has processed the response.
# Must return an iterable of Request, dict or Item objects.
for i in result:
yield i
def process_spider_exception(self, response, exception, spider):
# Called when a spider or process_spider_input() method
# (from other spider middleware) raises an exception.
# Should return either None or an iterable of Response, dict
# or Item objects.
pass
def process_start_requests(self, start_requests, spider):
# Called with the start requests of the spider, and works
# similarly to the process_spider_output() method, except
# that it doesn’t have a response associated.
# Must return only requests (not items).
for r in start_requests:
yield r
def spider_opened(self, spider):
spider.logger.info('Spider opened: %s' % spider.name)
process_spider_input(response, spider)
当Response传递给spider的解析函数之前,该函数执行,返回结果为None或异常process_spider_output(response, result, spider)
当解析函数完成对Response处理后,该函数执行,接受被解析的Response响应及其对应解析出来的迭代对象result(result可以使yield Request或者yield Item)process_spider_exception(response, exception, spider)
当spider中间件抛出异常及spider解析函数出现异常,这个方法被调用,返回None或可迭代对象的Request、dict、Item,如果返回None将继续被其他spider中间件的异常处理from_crawler(cls, crawler)
- 读取配置文件中的参数进行中间件配置
看一个scrapy内置的spider中间件源码
scrapy.spidermiddlewares.httperror.HttpErrorMiddleware
过滤出所有失败(错误)的HTTP res