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packtpublishing
GitHub Repository: packtpublishing/machine-learning-for-algorithmic-trading-second-edition
Path: blob/master/03_alternative_data/01_opentable/opentable/middlewares.py
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# -*- coding: utf-8 -*-
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# Define here the models for your spider middleware
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#
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# See documentation in:
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# https://doc.scrapy.org/en/latest/topics/spider-middleware.html
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from scrapy import signals
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from random import choice
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from scrapy.exceptions import NotConfigured
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class OpentableSpiderMiddleware(object):
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# Not all methods need to be defined. If a method is not defined,
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# scrapy acts as if the spider middleware does not modify the
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# passed objects.
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@classmethod
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def from_crawler(cls, crawler):
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# This method is used by Scrapy to create your spiders.
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s = cls()
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crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
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return s
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def process_spider_input(self, response, spider):
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# Called for each response that goes through the spider
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# middleware and into the spider.
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# Should return None or raise an exception.
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return None
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def process_spider_output(self, response, result, spider):
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# Called with the results returned from the Spider, after
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# it has processed the response.
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# Must return an iterable of Request, dict or Item objects.
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for i in result:
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yield i
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def process_spider_exception(self, response, exception, spider):
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# Called when a spider or process_spider_input() method
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# (from other spider middleware) raises an exception.
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# Should return either None or an iterable of Response, dict
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# or Item objects.
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pass
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def process_start_requests(self, start_requests, spider):
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# Called with the start requests of the spider, and works
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# similarly to the process_spider_output() method, except
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# that it doesn’t have a response associated.
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# Must return only requests (not items).
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for r in start_requests:
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yield r
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def spider_opened(self, spider):
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spider.logger.info('Spider opened: %s' % spider.name)
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class OpentableDownloaderMiddleware(object):
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# Not all methods need to be defined. If a method is not defined,
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# scrapy acts as if the downloader middleware does not modify the
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# passed objects.
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@classmethod
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def from_crawler(cls, crawler):
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# This method is used by Scrapy to create your spiders.
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s = cls()
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crawler.signals.connect(s.spider_opened, signal=signals.spider_opened)
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return s
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def process_request(self, request, spider):
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# Called for each request that goes through the downloader
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# middleware.
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# Must either:
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# - return None: continue processing this request
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# - or return a Response object
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# - or return a Request object
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# - or raise IgnoreRequest: process_exception() methods of
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# installed downloader middleware will be called
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return None
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def process_response(self, request, response, spider):
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# Called with the response returned from the downloader.
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# Must either;
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# - return a Response object
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# - return a Request object
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# - or raise IgnoreRequest
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return response
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def process_exception(self, request, exception, spider):
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# Called when a download handler or a process_request()
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# (from other downloader middleware) raises an exception.
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# Must either:
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# - return None: continue processing this exception
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# - return a Response object: stops process_exception() chain
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# - return a Request object: stops process_exception() chain
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pass
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def spider_opened(self, spider):
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spider.logger.info('Spider opened: %s' % spider.name)
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class RotateUserAgentMiddleware(object):
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"""Rotate user-agent for each request."""
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def __init__(self, user_agents):
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self.enabled = False
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self.user_agents = user_agents
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@classmethod
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def from_crawler(cls, crawler):
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user_agents = crawler.settings.get('USER_AGENT_CHOICES', [])
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if not user_agents:
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raise NotConfigured("USER_AGENT_CHOICES not set or empty")
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o = cls(user_agents)
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crawler.signals.connect(o.spider_opened, signal=signals.spider_opened)
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return o
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def spider_opened(self, spider):
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self.enabled = getattr(spider, 'rotate_user_agent', self.enabled)
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def process_request(self, request, spider):
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if not self.enabled or not self.user_agents:
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return
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request.headers['user-agent'] = choice(self.user_agents)
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