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我有一套25,000+個網址,需要我們進行抓取。我一直看到,在大約22,000個網址之後,抓取速度急劇下降。抓取速度急劇減慢
看看這些日誌行得到一些觀點:
2016-04-18 00:14:06 [scrapy] INFO: Crawled 0 pages (at 0 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:15:06 [scrapy] INFO: Crawled 5324 pages (at 5324 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:16:06 [scrapy] INFO: Crawled 9475 pages (at 4151 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:17:06 [scrapy] INFO: Crawled 14416 pages (at 4941 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:18:07 [scrapy] INFO: Crawled 20575 pages (at 6159 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:19:06 [scrapy] INFO: Crawled 22036 pages (at 1461 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:20:06 [scrapy] INFO: Crawled 22106 pages (at 70 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:21:06 [scrapy] INFO: Crawled 22146 pages (at 40 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:22:06 [scrapy] INFO: Crawled 22189 pages (at 43 pages/min), scraped 0 items (at 0 items/min)
2016-04-18 00:23:06 [scrapy] INFO: Crawled 22229 pages (at 40 pages/min), scraped 0 items (at 0 items/min)
我這裏還有我的設置
# -*- coding: utf-8 -*-
BOT_NAME = 'crawler'
SPIDER_MODULES = ['crawler.spiders']
NEWSPIDER_MODULE = 'crawler.spiders'
CONCURRENT_REQUESTS = 10
REACTOR_THREADPOOL_MAXSIZE = 100
LOG_LEVEL = 'INFO'
COOKIES_ENABLED = False
RETRY_ENABLED = False
DOWNLOAD_TIMEOUT = 15
DNSCACHE_ENABLED = True
DNSCACHE_SIZE = 1024000
DNS_TIMEOUT = 10
DOWNLOAD_MAXSIZE = 1024000 # 10 MB
DOWNLOAD_WARNSIZE = 819200 # 8 MB
REDIRECT_MAX_TIMES = 3
METAREFRESH_MAXDELAY = 10
ROBOTSTXT_OBEY = True
USER_AGENT = 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.36' #Chrome 41
DEPTH_PRIORITY = 1
SCHEDULER_DISK_QUEUE = 'scrapy.squeues.PickleFifoDiskQueue'
SCHEDULER_MEMORY_QUEUE = 'scrapy.squeues.FifoMemoryQueue'
#DOWNLOAD_DELAY = 1
#AUTOTHROTTLE_ENABLED = True
HTTPCACHE_ENABLED = True
HTTPCACHE_EXPIRATION_SECS = 604800 # 7 days
COMPRESSION_ENABLED = True
DOWNLOADER_MIDDLEWARES = {
'scrapy.downloadermiddlewares.robotstxt.RobotsTxtMiddleware': 100,
'scrapy.downloadermiddlewares.httpauth.HttpAuthMiddleware': 300,
'scrapy.downloadermiddlewares.downloadtimeout.DownloadTimeoutMiddleware': 350,
'scrapy.downloadermiddlewares.useragent.UserAgentMiddleware': 400,
'scrapy.downloadermiddlewares.defaultheaders.DefaultHeadersMiddleware': 550,
'scrapy.downloadermiddlewares.redirect.MetaRefreshMiddleware': 580,
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 590,
'scrapy.downloadermiddlewares.redirect.RedirectMiddleware': 600,
'crawler.middlewares.RandomizeProxies': 740,
'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware': 750,
'scrapy.downloadermiddlewares.chunked.ChunkedTransferMiddleware': 830,
'scrapy.downloadermiddlewares.stats.DownloaderStats': 850,
'scrapy.downloadermiddlewares.httpcache.HttpCacheMiddleware': 900,
}
PROXY_LIST = '/etc/scrapyd/proxy_list.txt'
- 內存和CPU的消耗低於10%
- tcptrack顯示沒有不尋常的網絡活動
- iostat顯示可忽略的磁盤I/O \
我能看什麼來調試?
你試圖改變你的日誌記錄級別是否有任何意外的是怎麼回事? – DuckPuncher
這些網址在同一個網站上嗎?也許你在22,000次點擊後被那個/那些網站限制了速度?嘗試從多個不同的IP地址進行搜索,看看它是不是更快。嘗試讓這些網站將你的IP列入白名單。 (我認爲你自己的ISP或網絡本身不是速率限制的你)。 – smci
TCP連接在使用後是否關閉? – ozOli