scrapy爬取58同城二手房问题与对策 - Tarantino

时间：2024-02-18 14:59:19

scrapy爬取58同城二手房问题与对策

测试环境：

win10，单机爬取，scrapy1.5.0，python3.6.4，mongodb，Robo 3T

其他准备：

代理池：测试环境就没有用搭建的flask抓代理，因为我找到的几个免费网站有效ip不够多，因此从xxx网站批量获取了800多个免费https代理，然后开线程池测试访问58同城网站，将有效ip保存到json文本中，在scrapy代码加proxy中间件，每次从json中random一个代理;

请求头：网上搜集各种网站的User-Agent，在scrapy中加UserAgent中间件，每次请求random一个UserAgent;

settings.py：

BOT_NAME = \'oldHouse\'
SPIDER_MODULES = [\'oldHouse.spiders\']
NEWSPIDER_MODULE = \'oldHouse.spiders\'
ROBOTSTXT_OBEY = False
DOWNLOAD_DELAY=1
RETRY_TIMES = 8
MONGO_URI = \'localhost\'
MONGO_DATABASE = \'old58House\'
ITEM_PIPELINES = {
   \'oldHouse.pipelines.MongoPipeline\': 300,
}
DOWNLOADER_MIDDLEWARES = {
    \'oldHouse.middlewares.OldhouseDownloaderMiddleware\': 543,
    \'oldHouse.middlewares.MyProxyMiddleWare\': 542,
    \'oldHouse.middlewares.MyUserAgentMiddleWare\': 541,
    \'scrapy.downloadermiddlewares.redirect.RedirectMiddleware\': None,
    \'oldHouse.middlewares.MyRedirectMiddleware\': 601,
    \'oldHouse.middlewares.MyRetryMiddleware\': 551,
    \'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware\': None,
}

以下所有分析中：

real_url表示58同城url链接中给的正确url，如https://bj.58.com/ershoufang/37786966127392x.shtml

fake_url表示58同城url链接中含\'zd_p\'的url,需要我们对它进行跳转，跳到real_url，如https://short.58.com/zd_p/887076ce-1bfa-4142-ae0f-59c079a078e9/

jump_url表示由fake_url跳转到的url，它是获取到real_url的桥梁，如

firewall表示58同城服务器上的一个验证url,如GET https://callback.58.com/firewall/verifycode?......

一、在爬取过程中，出现以下情形：

 

1）real_url -> firewall - > firewall -> firewall -> 重试过多，死掉。给定正确url，由于ip频繁访问，跳到58频繁验证的url，由于没有写模拟验证代码，重试两次之后放弃该url

案例：
2019-04-16 14:19:08 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://callback.58.com/firewall/verifycode?serialId=5167d73136b2b181a1f31897773da5fa_df9c5d69d8f64ab7acbd93658f644092&code=22&sign=9
0346b3cf6733d799b204c2fdb508612&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37786966127392x.shtml> from <GET https://bj.58.com/ershoufang/37786966127392x.shtml>

2019-04-16 14:19:18 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://callback.58.com/firewall/verifycode?serialId=5167d73136b2b181a1f31897773da5fa_df9c5d69d8f64ab7acbd93658f644092&code=22&sign=90346b3cf6733d79
9b204c2fdb508612&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37786966127392x.shtml> (failed 1 times): An error occurred while connecting: [Failure instance: Traceback (failure with no frames): <class \'tw
isted.internet.error.ConnectionLost\'>: Connection to the other side was lost in a non-clean fashion: Connection lost.

2）real_url -> firewall -> firewall，拿到firewall的页面信息 -> 由于拿到错误页面，在做数据提取时出现NoneType error报错

案例：
2019-04-16 14:18:49 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://callback.58.com/firewall/verifycode?serialId=fa0b4cbd0ad45dfd70b236d523d35fe4_4766f82648964a8190d624a446194d0b&code=22&sign=3
6be5e04f16ed03203be421da14859a9&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37785831004063x.shtml> from <GET https://bj.58.com/ershoufang/37785831004063x.shtml>

2019-04-16 14:18:52 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://callback.58.com/firewall/verifycode?serialId=fa0b4cbd0ad45dfd70b236d523d35fe4_4766f82648964a8190d624a446194d0b&code=22&sign=36be5e04f16ed03203be421da14
859a9&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37785831004063x.shtml> (referer: https://bj.58.com/ershoufang/)

2019-04-16 14:18:52 [scrapy.core.scraper] ERROR: Spider error processing <GET https://callback.58.com/firewall/verifycode?serialId=fa0b4cbd0ad45dfd70b236d523d35fe4_4766f82648964a8190d624a446194d0b&code=22&sign=36be5e04f16ed032
03be421da14859a9&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37785831004063x.shtml> (referer: https://bj.58.com/ershoufang/)
Traceback (most recent call last):

3）fake_url -> jump_url -> jump_url -> jump_url放弃url

案例：
2019-04-16 16:24:18 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1mdnjbYrjEdnHDknL980v6YUyk_uaYYm191nH-hPiYvnWmYsH
whrHNVryF6nBdWmWFBmWb3mvNLuAn_nHDQP1bOnWDYnHcLP1DQPjnvrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vPHTOPj9YPHDQnjnhIgP-0h-b5HmQnHmOnHn1nHnYPWDQFh-VuybqFhR8IA-YXgwO0ANqnau-
UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEkn1T1PWckPaukULPGIA-fUWYzriuWUA-Wpv-b5H9OnWnkPhcOsHNYrHDVPAPBuid6mHFWsH9QuyNYuy7bnvw-raukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5H
D_nHnh0ZFfuZRWIA-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmyDQnyNOP1bVuW9QPaYYPAEQsHbQm1bVuHNOmvDdmWb3rymQ> from <GET https://short.58.com/zd_p/892306b9-5491-4cbe-aa2c-81ee4ead3de8/>

2019-04-16 16:24:52 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1mdnjbYrjEdnHDknL980v6YUyk_uaYYm191nH-hPiYvnWmYsHwhrHNVryF6nBdWm
WFBmWb3mvNLuAn_nHDQP1bOnWDYnHcLP1DQPjnvrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vPHTOPj9YPHDQnjnhIgP-0h-b5HmQnHmOnHn1nHnYPWDQFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHY
huyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEkn1T1PWckPaukULPGIA-fUWYzriuWUA-Wpv-b5H9OnWnkPhcOsHNYrHDVPAPBuid6mHFWsH9QuyNYuy7bnvw-raukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5HD_nHnh0ZFfuZRWI
A-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmyDQnyNOP1bVuW9QPaYYPAEQsHbQm1bVuHNOmvDdmWb3rymQ> (failed 1 times): TCP connection timed out: 10060: 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。.

2019-04-16 16:24:59 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1mdnjbYrjEdnHDknL980v6YUyk_uaYYm191nH-hPiYvnWmYsHwhrHNVryF6nBdWm
WFBmWb3mvNLuAn_nHDQP1bOnWDYnHcLP1DQPjnvrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vPHTOPj9YPHDQnjnhIgP-0h-b5HmQnHmOnHn1nHnYPWDQFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHY
huyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEkn1T1PWckPaukULPGIA-fUWYzriuWUA-Wpv-b5H9OnWnkPhcOsHNYrHDVPAPBuid6mHFWsH9QuyNYuy7bnvw-raukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5HD_nHnh0ZFfuZRWI
A-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmyDQnyNOP1bVuW9QPaYYPAEQsHbQm1bVuHNOmvDdmWb3rymQ> (failed 2 times): Could not open CONNECT tunnel with proxy 104.236.248.219:3128 [{\'status\': 503, \'reason\': b\'Service Unavailable\'}]

2019-04-16 16:25:05 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1mdnjbYrjEdnHDknL980v6YUyk_uaYYm191nH-hPiYvnWmYsHwhrHNVryF6nBdWm
WFBmWb3mvNLuAn_nHDQP1bOnWDYnHcLP1DQPjnvrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vPHTOPj9YPHDQnjnhIgP-0h-b5HmQnHmOnHn1nHnYPWDQFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHY
huyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEkn1T1PWckPaukULPGIA-fUWYzriuWUA-Wpv-b5H9OnWnkPhcOsHNYrHDVPAPBuid6mHFWsH9QuyNYuy7bnvw-raukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5HD_nHnh0ZFfuZRWI
A-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmyDQnyNOP1bVuW9QPaYYPAEQsHbQm1bVuHNOmvDdmWb3rymQ> (failed 3 times): [<twisted.python.failure.Failure twisted.internet.error.ConnectionLost: Connection to the other side was lost in a non-clea
n fashion: Connection lost.>]

4）fake_url -> jump_url -> real_url - > firewal难得拿到real_url，又因为请求频繁等碰墙上了

案例：
2019-04-16 14:19:01 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P10LP1DLP10znHcYnM980v6YUyk_uadhnAn1nhFhnaY3nH6-sH
wWuAnVmWEvriYzmHP6PvwWuyRWmhn_nHDQP10zrjnzPW0QnHTknHT3rak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10LP10QP10LnWDzPjchIgP-0h-b5HDzrHDvrjnOrjbzPj9vFh-VuybqFhR8IA-YXgwO0ANqnau-
UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHnOPHNznjbdnBukULPGIA-fUWY1rauWUA-Wpv-b5H93P1TLPhP-sH7BuhDVPjDYnBd6uHKhsHNOm1TLryDkP16-riukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5H
D_nHnh0ZFfuZRWIA-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqnAEOnyPWrynVrAN3PaYYmvnksyDvuhcVrHTvPjP-m1czPWRh> from <GET https://short.58.com/zd_p/887076ce-1bfa-4142-ae0f-59c079a078e9/>

2019-04-16 14:19:12 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://bj.58.com/ershoufang/37777177721242x.shtml?adtype=3> from <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draO
WUvYfugF1pAqduh78uzt1P10LP1DLP10znHcYnM980v6YUyk_uadhnAn1nhFhnaY3nH6-sHwWuAnVmWEvriYzmHP6PvwWuyRWmhn_nHDQP10zrjnzPW0QnHTknHT3rak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10LP
10QP10LnWDzPjchIgP-0h-b5HDzrHDvrjnOrjbzPj9vFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHnOPHNznjbdnBukULPGIA-fUWY1rauWUA-Wpv-b5H93P1TLPhP-sH7BuhDVPjDYnBd6uHKhsHNOm1TLryDkP16-riukmgF6UHYQnj0
LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5HD_nHnh0ZFfuZRWIA-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqnAEOnyPWrynVrAN3PaYYmvnksyDvuhcVrHTvPjP-m1czPWRh>

2019-04-16 14:19:18 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://callback.58.com/firewall/verifycode?serialId=75196bd68f771f168bdbcaa7e8a97a6b_f35824ea81fa488aa5e974355cd785da&code=22&sign=7
1677e2c4c84c2db8421e233411db814&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37777177721242x.shtml%3Fadtype%3D3> from <GET https://bj.58.com/ershoufang/37777177721242x.shtml?adtype=3>

二、针对以上情形的解决办法

总思路：

由于爬取这些数据无需登录，那么针对58firewall给的较难破解的轨迹验证方式我们换个ip就好了；

观察没有成功访问的原因主要是出在redirect和retry上，对于retry，由于我管理的代理有效率并不高，并且没在用flask维护实时代理，因此我会给更大的RETRY_TIMES；对于redirect，可以看到以上有各种url之间的redirect，必然要用上redirect中间件，并且根据不同类型的redirect做不同的process_response，下面详细解决redirect问题

解决工作：

简单概括以上四种redirect：
1.real_url -> firewall - > firewall -> firewall -> 重试过多，死掉
原因在于请求过于频繁，且设置了允许重定向，导致到了firewall而不是重新爬real_url

2.real_url -> firewall -> firewall，拿到firewall的页面信息 -> 由于拿到错误页面，在做数据提取时出现NoneType error
原因在于请求过于频繁，且设置了允许重定向，导致到了firewall而不是重新爬real_url

3.fake_url -> jump_url -> jump_url -> jump_url放弃url
极有可能是代理原因导致不停重试

4.fake_url -> jump_url -> real_url - > firewal，难得拿到real_url，又因为请求频繁等碰墙上了
从fake_url终于重定向到real_url之后仍有可能由于请求频发导致撞墙，出现第1中情形

逐个分析办法：
若直接settings.py设置REDIRECT_ENABLED=False就好了，那是不行滴，如情形4，居然能从fake_url跳跳跳一直跳到我们需要的real_url，这就是58同城设的套啊

1和2情形的方案：
1和2自从real_url跳到firewall后就偏离了我们的工作，那么针对real_url我不让它跳转就行了，若当前是real_url则在scrapy.Request中设置dont_redirect=True(默认False)，但是这还没完，real_url说你不让我跳转却又给我分配了一个垃圾IP，强行让我撞墙，撞了墙又不处理一下，好比是这样，小强说帮小明打架，结果小强根本没去，小明*1v5被打得鼻青脸肿，小强正在家里快乐风男。这样的结果是对于本次redirect没有后续处理，日志出现debug:
2019-04-17 08:10:06 [scrapy.core.engine] DEBUG: Crawled (302) <GET https://bj.58.com/ershoufang/> (referer: https://bj.58.com/ershoufang/)
2019-04-17 08:10:06 [scrapy.spidermiddlewares.httperror] INFO: Ignoring response <302 https://bj.58.com/ershoufang/>: HTTP status code is not handled or not allowed
2019-04-17 08:10:06 [scrapy.core.engine] INFO: Closing spider (finished)
如果这个real_url出现在后续url中还好，如上所示，real_url出现在初始url，导致第一个url都没爬到就直接关闭爬虫，gg。
那么如何处理呢？干脆不要针对real_url设置dont_redirect=True了，保持默认全局允许重定向就好，自定义MyRedirectMiddleware，完整继承RedirectMiddleware方法下，提供监测机制，检测位置：real_url -> firewall，捕捉这个real_url，在他想跳还没跳起来之前return Request(real_url...)就好，这还没完，由于real_url开始是爬取过的，在finger_print中是有记录的，那么记得加参数dont_filter=True,并且记得加callback=spider.parse_xxx

情形3方案：
自定义MyRedirectMiddleware，完整继承RedirectMiddleware方法下，提供监测机制，检测位置：fake_url -> jump_url，若发现当前跳转到的目标url为jump_url，就提供更多的重试次数，由于设置好了代理中间件，基本能保证最终拿到real_url了。

情形4方案：
自定义MyRedirectMiddleware，完整继承RedirectMiddleware方法下，提供监测机制，检测位置：jump_url -> real_url，若发现当前跳转到的目标url非jump_url或firewall，则基本确定获取到real_url了，那么就让重定向到real_url上就好了。
说了这么多，好消息是我们不用管情形4了，jump_url - > real_url部分由于全局允许重定向，并且在情形3jump_url设置了不停的retry,是一定能拿到real_url的，而real_url - > firewall部分不正是情况1所要解决的吗，所以情形4方案迎刃而解。

 

 具体方案代码：选自redirect中间件部分代码

# -*- coding:utf-8 -*-
# Author: Tarantiner
# @Time :2019/4/17 18:26

class MyRedirectMiddleware(BaseRedirectMiddleware):
    def process_response(self, request, response, spider):
        if (request.meta.get(\'dont_redirect\', False) or
                response.status in getattr(spider, \'handle_httpstatus_list\', []) or
                response.status in request.meta.get(\'handle_httpstatus_list\', []) or
                request.meta.get(\'handle_httpstatus_all\', False)):
            return response

        allowed_status = (301, 302, 303, 307, 308)

        if \'Location\' not in response.headers or response.status not in allowed_status:
            return response

        location = safe_url_string(response.headers[\'location\'])

        redirected_url = urljoin(request.url, location)

        if response.status in (301, 307, 308) or request.method == \'HEAD\':
            redirected = request.replace(url=redirected_url)
            return self._redirect(redirected, request, spider, response.status)

        if \'firewall\' in redirected_url:
            # 为防止1、2类情况：real_url -> firewall
            return Request(response.url, callback=spider.parse_detail, dont_filter=True)

        if \'Jump\' in redirected_url:
            # 为防3类情况：fake_url -> jump_url -> jump_url -> jump_url放弃url
            new_request = request.replace(url=redirected_url, method=\'GET\', body=\'\', meta={\'max_retry_times\': 12})  # 每次遇到这个跳转url都会加一次retry就是无线retry了

        else:
            new_request = self._redirect_request_using_get(request, redirected_url)
        return self._redirect(new_request, request, spider, response.status)
解决后的爬取效果：
情形1、2的效果：real_url -> real_url -> 200，如下
redirected_url:
https://callback.58.com/firewall/verifycode?serialId=8b8b4a1ead5a3ded505d96dcc8e42004_21b60bb0e6194aeea99c0b42f0f99c2f&code=22&sign=f86bd444c70b93fc537503ef857276ec&namespace=ershoufangphp&url=https%3A%2F%2Fbj.58.com%2Fershoufang%2F37688560543505x.shtml
response_url:
https://bj.58.com/ershoufang/37688560543505x.shtml

2019-04-17 18:49:02 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://bj.58.com/ershoufang/37610200172685x.shtml?adtype=3> (referer: https://bj.58.com/ershoufang/)
2019-04-17 18:49:02 [scrapy.core.scraper] DEBUG: Scraped from <200 https://bj.58.com/ershoufang/37610200172685x.shtml?adtype=3>
可见，在real_url -> firewall之后，并没有真正爬取firewall，而是继续爬取real_url，返回200

情形3的效果：fake_url -> jump_url -> jump_url -> real_url -> 200，如下
2019-04-16 22:43:27 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1N3P1mzPjT1PHDknL980v6YUyk_uaY3PH6bmHwbmiY3PhDdsH
wBnHnVrHnzridbuHckPjPbmHmvP1N_nHDQn1cLPH9dP101n1bdPHN3Pak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10drj0vnWEkn1NQnjnhIgP-0h-b5Hmkn10QrHTvn1NznHnLFh-VuybqFhR8IA-YXgwO0ANqnau-
UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEzPH0OPHmLnBukULPGIA-fUWYOFhP_pyPopyEqnAmzuW0QnjNVn10kPiYYryF-sH6brynVmvDYmH0QPHEvPyRhFMK60h7V5HDkP10lnaukUA7YuhqzUHYVniu_pgPYXhEqUA-1IadkmgF6UgI-pyICIadkmzukmyI-gLwO0ANqni
kQnzuk0hqbIyPYpyEqnHTkFMP_ULwGujYQnjTknWN3FMwGujYvuHR6P1PWuiYkuyNdsHELryEVrAmOmzYzP101rAmkrju6PjN> from <GET https://short.58.com/zd_p/0f2f7105-3705-49be-8d9c-ca4a715465ef/>

2019-04-16 22:43:59 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1N3P1mzPjT1PHDknL980v6YUyk_uaY3PH6bmHwbmiY3PhDdsHwBnHnVrHnzridbu
HckPjPbmHmvP1N_nHDQn1cLPH9dP101n1bdPHN3Pak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10drj0vnWEkn1NQnjnhIgP-0h-b5Hmkn10QrHTvn1NznHnLFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHY
huyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEzPH0OPHmLnBukULPGIA-fUWYOFhP_pyPopyEqnAmzuW0QnjNVn10kPiYYryF-sH6brynVmvDYmH0QPHEvPyRhFMK60h7V5HDkP10lnaukUA7YuhqzUHYVniu_pgPYXhEqUA-1IadkmgF6UgI-pyICIadkmzukmyI-gLwO0ANqnikQnzuk0hqbIyPYp
yEqnHTkFMP_ULwGujYQnjTknWN3FMwGujYvuHR6P1PWuiYkuyNdsHELryEVrAmOmzYzP101rAmkrju6PjN> (failed 1 times): TCP connection timed out: 10060: 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。

2019-04-16 22:44:17 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://bj.58.com/ershoufang/37587624035103x.shtml?adtype=3> from <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draO
WUvYfugF1pAqduh78uzt1P1N3P1mzPjT1PHDknL980v6YUyk_uaY3PH6bmHwbmiY3PhDdsHwBnHnVrHnzridbuHckPjPbmHmvP1N_nHDQn1cLPH9dP101n1bdPHN3Pak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10dr
j0vnWEkn1NQnjnhIgP-0h-b5Hmkn10QrHTvn1NznHnLFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEzPH0OPHmLnBukULPGIA-fUWYOFhP_pyPopyEqnAmzuW0QnjNVn10kPiYYryF-sH6brynVmvDYmH0QPHEvPyRhFMK60h7V5HDkP10
lnaukUA7YuhqzUHYVniu_pgPYXhEqUA-1IadkmgF6UgI-pyICIadkmzukmyI-gLwO0ANqnikQnzuk0hqbIyPYpyEqnHTkFMP_ULwGujYQnjTknWN3FMwGujYvuHR6P1PWuiYkuyNdsHELryEVrAmOmzYzP101rAmkrju6PjN>

2019-04-16 22:44:38 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://bj.58.com/ershoufang/37587624035103x.shtml?adtype=3> (referer: https://bj.58.com/ershoufang/)
2019-04-16 22:44:38 [scrapy.core.scraper] DEBUG: Scraped from <200 https://bj.58.com/ershoufang/37587624035103x.shtml?adtype=3>

情形4的效果：fake_url -> jump_url -> real_url -> 200，如下
2019-04-16 22:43:33 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P10dPWTYPHT3n1T1nZ980v6YUyk_uaY3PH6bmHwbmiY3PhDdsH
wBnHnVrHnzridbuHckPjPbmHmvP1N_nHDQPWcvrjDkPj0vP1cdPjNzrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10LPHmkPjNkrjnkn1ThIgP-0h-b5HN3P1Dkn1EOPWT1rjN3Fh-VuybqFhR8IA-YXgwO0ANqnau-
UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEzPH0OPHmLnBukULPGIA-fUWYdFhP_pyPopyEqmW76rHwbrjEVujb1mBYYnW66sHb1PjcVmWELujN1nH-Bm193FMK60h7V5HDkP10lnaukUA7YuhqzUHYVniu_pgPYXhEqUA-1IadkmgF6UgI-pyICIadkmzukmyI-gLwO0ANqni
kQnzuk0hqbIyPYpyEqnHTkFMP_ULwGujYQnjTknWN3FMwGujYvnjPWnHbvmzY3P1-6sHEvrjTVrywbuBYzmWNOuHw-nAmzPj9> from <GET https://short.58.com/zd_p/b1a94d84-d93b-428a-9342-b47d5319bc88/>

2019-04-16 22:43:40 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://bj.58.com/ershoufang/37756045083030x.shtml?adtype=3> from <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draO
WUvYfugF1pAqduh78uzt1P10dPWTYPHT3n1T1nZ980v6YUyk_uaY3PH6bmHwbmiY3PhDdsHwBnHnVrHnzridbuHckPjPbmHmvP1N_nHDQPWcvrjDkPj0vP1cdPjNzrak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10LP
HmkPjNkrjnkn1ThIgP-0h-b5HN3P1Dkn1EOPWT1rjN3Fh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHEzPH0OPHmLnBukULPGIA-fUWYdFhP_pyPopyEqmW76rHwbrjEVujb1mBYYnW66sHb1PjcVmWELujN1nH-Bm193FMK60h7V5HDkP10
lnaukUA7YuhqzUHYVniu_pgPYXhEqUA-1IadkmgF6UgI-pyICIadkmzukmyI-gLwO0ANqnikQnzuk0hqbIyPYpyEqnHTkFMP_ULwGujYQnjTknWN3FMwGujYvnjPWnHbvmzY3P1-6sHEvrjTVrywbuBYzmWNOuHw-nAmzPj9>

2019-04-16 22:43:53 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://bj.58.com/ershoufang/37756045083030x.shtml?adtype=3> (referer: https://bj.58.com/ershoufang/)
2019-04-16 22:43:53 [scrapy.core.scraper] DEBUG: Scraped from <200 https://bj.58.com/ershoufang/37756045083030x.shtml?adtype=3>

当然，我提取到一份绝好的日志，看着这url如预期般地redirect真是舒服了：

fake_url -> jump_url -> real_url -> retry 1 times -> retry 2 times --- firewall但是并没有真的去，而是重新Request ---> real_url -> 200
2019-04-17 16:26:52 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draOWUvYfugF1pAqduh78uzt1P1m3rj0OP1TOrjmdng980v6YUyk_uadbujNYmyEOuBYknhuWsH
EYPWNVrjmLmiYdmHKbmWTkmyDQmhc_nHDQrjEkPj9vn1m1rjmYPW03Pak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vrj9LrH0krH9vPHDhIgP-0h-b5HNLP1DLnHT3rj9Orj0YFh-VuybqFhR8IA-YXgwO0ANqnau-
UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHE3rHN3PH0vnaukULPGIA-fUWYQnauWUA-Wpv-b5HbkPWn1mHm1sHIhnjmVPj-6raY3rHFBsHT3njubnAPhP1bvuBukmgF6UHYQnj0LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5H
D_nHnh0ZFfuZRWIA-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmHnQnHFhnjNVnjuWuiYYmHFBsH--rHcVuyu-rAm3rjmzPWTL> from <GET https://short.58.com/zd_p/90633a63-7f06-49a8-892b-0806d0cf796f/>

2019-04-17 16:27:04 [scrapy.downloadermiddlewares.redirect] DEBUG: Redirecting (302) to <GET https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3> from <GET https://jing.58.com/adJump?adType=3&target=pZwY0ZnlszqBpB3draO
WUvYfugF1pAqduh78uzt1P1m3rj0OP1TOrjmdng980v6YUyk_uadbujNYmyEOuBYknhuWsHEYPWNVrjmLmiYdmHKbmWTkmyDQmhc_nHDQrjEkPj9vn1m1rjmYPW03Pak_FhQfuvIGU-qd0vRzgv-b5HThuA-107qWmgw-5HDzFhwG0LKxUAqWmykqniuWUA--UMwxIgP-0-qGujYhuyOYpgwOpyEqn10vr
j9LrH0krH9vPHDhIgP-0h-b5HNLP1DLnHT3rj9Orj0YFh-VuybqFhR8IA-YXgwO0ANqnau-UMwGIZ-xmv7YuHYhuyOYpgwOgvQfmv7_5iubpgPkgLwGUyNqnHNdPHE3rHN3PH0vnaukULPGIA-fUWYQnauWUA-Wpv-b5HbkPWn1mHm1sHIhnjmVPj-6raY3rHFBsHT3njubnAPhP1bvuBukmgF6UHYQnj0
LrWTh0AQ6IAuf0hYqsHDhUA-1IZGb5yQG0LEV0A7zmydLuy-MpZEV0Anh0A7MuRqYXgK-5HD_nHnh0ZFfuZRWIA-b5HDknau1UAqYpyEqnHTknjcdrauYpyEqmHnQnHFhnjNVnjuWuiYYmHFBsH--rHcVuyu-rAm3rjmzPWTL>


2019-04-17 16:27:26 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3> (failed 1 times): TCP connection timed out: 10060: 由于连接方在一段时间后没有正确答复或
连接的主机没有反应，连接尝试失败。


2019-04-17 16:28:00 [scrapy.downloadermiddlewares.retry] DEBUG: Retrying <GET https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3> (failed 2 times): TCP connection timed out: 10060: 由于连接方在一段时间后没有正确答复或
连接的主机没有反应，连接尝试失败。

redirect_url:
https://callback.58.com/firewall/verifycode?serialId=70e3ea25cb505bc3d0746bb61d508d53_6da701bcb6ca44fd92bbe820a73dca84&code=22&sign=cc2a1d287fa102f0f21d33d91b3c51ea&namespace=ershoufangphp&url=https%3A
%2F%2Fbj.58.com%2Fershoufang%2F37688797098651x.shtml%3Fadtype%3D3
response_url:
https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3


2019-04-17 16:28:50 [scrapy.core.engine] DEBUG: Crawled (200) <GET https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3> (referer: https://bj.58.com/ershoufang/)
2019-04-17 16:28:50 [scrapy.core.scraper] DEBUG: Scraped from <200 https://bj.58.com/ershoufang/37688797098651x.shtml?adtype=3>
这个爬取路径可以说走过了全部4种情形，而最终还是顺利爬取到数据，应该比较有代表性了

其中一份日志结果：

{\'downloader/exception_count\': 136,
 \'downloader/exception_type_count/scrapy.core.downloader.handlers.http11.TunnelError\': 16,
 \'downloader/exception_type_count/twisted.internet.error.ConnectionRefusedError\': 11,
 \'downloader/exception_type_count/twisted.internet.error.TCPTimedOutError\': 76,
 \'downloader/exception_type_count/twisted.internet.error.TimeoutError\': 30,
 \'downloader/exception_type_count/twisted.web._newclient.ResponseNeverReceived\': 3,
 \'downloader/request_bytes\': 384128,
 \'downloader/request_count\': 750,
 \'downloader/request_method_count/GET\': 750,
 \'downloader/response_bytes\': 2385832,
 \'downloader/response_count\': 614,
 \'downloader/response_status_count/200\': 123,
 \'downloader/response_status_count/302\': 490,
 \'downloader/response_status_count/504\': 1,
 \'dupefilter/filtered\': 122,
 \'finish_reason\': \'finished\',
 \'finish_time\': datetime.datetime(2019, 4, 17, 10, 52, 26, 392186),
 \'item_scraped_count\': 122,
 \'log_count/DEBUG\': 500,
 \'log_count/INFO\': 27,
 \'log_count/WARNING\': 2,
 \'request_depth_max\': 1,
 \'response_received_count\': 123,
 \'retry/count\': 137,
 \'retry/reason_count/504 Gateway Time-out\': 1,
 \'retry/reason_count/scrapy.core.downloader.handlers.http11.TunnelError\': 16,
 \'retry/reason_count/twisted.internet.error.ConnectionRefusedError\': 11,
 \'retry/reason_count/twisted.internet.error.TCPTimedOutError\': 76,
 \'retry/reason_count/twisted.internet.error.TimeoutError\': 30,
 \'retry/reason_count/twisted.web._newclient.ResponseNeverReceived\': 3,
 \'scheduler/dequeued\': 750,
 \'scheduler/dequeued/memory\': 750,
 \'scheduler/enqueued\': 750,
 \'scheduler/enqueued/memory\': 750,
 \'start_time\': datetime.datetime(2019, 4, 17, 10, 33, 6, 936247)}
2019-04-17 18:52:26 [scrapy.core.engine] INFO: Spider closed (finished)

可以看到还有许多地方需要改进，后续会分享我的优化思路O(∩_∩)O