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class ProxyMiddleware(object): logger = logging.getLogger(__name__) # request前,先添加代理 def process_request(self, request, spider): self.logger.debug('Using Proxy') request.meta['proxy'] = 'http://127.0.0.1:9743' # 对response进行操作 def process_response(self, request, response, spider): # 对response的status进行改写 # 最终在spiders文件上的parse函数显示的response.status 显示为201 response.status = 201 return response # 捕捉异常,后再添加代理 def process_exception(self, request, exception, spider): self.logger.debug('Get Exception.') self.logger.debug('Try Second time.') request.meta['proxy'] = 'http://127.0.0.1:9743' return request
from twisted.internet import defer from twisted.internet.error import TimeoutError, DNSLookupError, \ ConnectionRefusedError, ConnectionDone, ConnectError, \ ConnectionLost, TCPTimedOutError from scrapy.http import HtmlResponse from twisted.web.client import ResponseFailed from scrapy.core.downloader.handlers.http11 import TunnelError class ProcessAllExceptionMiddleware(object): ALL_EXCEPTIONS = (defer.TimeoutError, TimeoutError, DNSLookupError, ConnectionRefusedError, ConnectionDone, ConnectError, ConnectionLost, TCPTimedOutError, ResponseFailed, IOError, TunnelError) def process_response(self,request,response,spider): # 捕获状态码为40x/50x的response if str(response.status).startswith('4') or str(response.status).startswith('5'): # 随意封装,直接返回response(url为''),spider代码中根据url==''来处理response response = HtmlResponse(url='') return response # 其他状态码不处理 return response def process_exception(self,request,exception,spider): # 捕获几乎所有的异常 if isinstance(exception, self.ALL_EXCEPTIONS): # 在日志中打印异常类型 print('Got exception: %s' % (exception)) # 随意封装一个response,返回给spider response = HtmlResponse(url='exception') return response # 打印出未捕获到的异常 print('not contained exception: %s'%exception)
class XXXXSpider(scrapy.Spider): name = 'XXXX' allowed_domains = ['XXXX.com'] start_urls = ['http://www.XXXX.com/'] custom_settings = { 'DOWNLOADER_MIDDLEWARES': { 'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware': None, 'TESTSpider.middlewares.ProcessAllExceptionMiddleware': 120, }, # 启动MIDDLEWARES中间件 'DOWNLOAD_DELAY': 1, # 延时最低为2s 'AUTOTHROTTLE_ENABLED': True, # 启动[自动限速] 'AUTOTHROTTLE_DEBUG': True, # 开启[自动限速]的debug 'AUTOTHROTTLE_MAX_DELAY': 10, # 设置最大下载延时 'DOWNLOAD_TIMEOUT': 15, 'CONCURRENT_REQUESTS_PER_DOMAIN': 4 # 限制对该网站的并发请求数 } def parse(self, response): if not response.url: # 接收到url==''时 print('500') yield TESTItem(key=response.meta['key'], _str=500, alias='') elif 'exception' in response.url: # 接收到url=='exception'时 print('exception') yield TESTItem(key=response.meta['key'], _str='EXCEPTION', alias='')
·部分源代码
class RetryMiddleware(object): # 当遇到以下Exception时进行重试 EXCEPTIONS_TO_RETRY = (defer.TimeoutError, TimeoutError, DNSLookupError, ConnectionRefusedError, ConnectionDone, ConnectError, ConnectionLost, TCPTimedOutError, ResponseFailed, IOError, TunnelError) def __init__(self, settings): ''' 这里涉及到了settings.py文件中的几个量 RETRY_ENABLED: 用于开启中间件,默认为TRUE RETRY_TIMES: 重试次数, 默认为2 RETRY_HTTP_CODES: 遇到哪些返回状态码需要重试, 一个列表,默认为[500, 503, 504, 400, 408] RETRY_PRIORITY_ADJUST:调整相对于原始请求的重试请求优先级,默认为-1 ''' if not settings.getbool('RETRY_ENABLED'): raise NotConfigured self.max_retry_times = settings.getint('RETRY_TIMES') self.retry_http_codes = set(int(x) for x in settings.getlist('RETRY_HTTP_CODES')) self.priority_adjust = settings.getint('RETRY_PRIORITY_ADJUST') def process_response(self, request, response, spider): # 在之前构造的request中可以加入meta信息dont_retry来决定是否重试 if request.meta.get('dont_retry', False): return response # 检查状态码是否在列表中,在的话就调用_retry方法进行重试 if response.status in self.retry_http_codes: reason = response_status_message(response.status) # 在此处进行自己的操作,如删除不可用代理,打日志等 return self._retry(request, reason, spider) or response return response def process_exception(self, request, exception, spider): # 如果发生了Exception列表中的错误,进行重试 if isinstance(exception, self.EXCEPTIONS_TO_RETRY) \ and not request.meta.get('dont_retry', False): # 在此处进行自己的操作,如删除不可用代理,打日志等 return self._retry(request, exception, spider)
在实际中,可以改写以下自己的代码即可完成一些retry操作
class MyRetryMiddleware(RetryMiddleware): logger = logging.getLogger(__name__) def delete_proxy(self, proxy): if proxy: # delete proxy from proxies pool # 从代理池删除不可用代理, 连上数据库,进行删除操作 # 在retry的时候,处理response def process_response(self, request, response, spider): if request.meta.get('dont_retry', False): return response if response.status in self.retry_http_codes: reason = response_status_message(response.status) # 调用函数, 删除该代理 self.delete_proxy(request.meta.get('proxy', False)) time.sleep(random.randint(3, 5)) self.logger.warning('返回值异常, 进行重试...') # 调用_retry重试 return self._retry(request, reason, spider) or response return response # 捕捉异常 def process_exception(self, request, exception, spider): if isinstance(exception, self.EXCEPTIONS_TO_RETRY) \ and not request.meta.get('dont_retry', False): # 删除该代理 self.delete_proxy(request.meta.get('proxy', False)) time.sleep(random.randint(3, 5)) self.logger.warning('连接异常, 进行重试...') return self._retry(request, exception, spider)
参考链接:https://blog.csdn.net/sc_lilei/article/details/80702449
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