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Spider进化论
1.
The Evolution Theory
of Spider 逐浪@淘宝北京研发中心
2.
Topic • Simplest Spider •
Framework(Scrapy) – Abstraction – IO Model • Evolution – Architecture – Module • Simplify • Do it
3.
Simplest Spider import urllib,
lxml, MySQLdb urls = [...] for url in urls: html = urllib.urlopen(url).read() item = parse(html) save(item)
4.
Framework(scrapy)---Abstraction • Workflow abstraction
– Work abstraction – Flow abstraction • Task abstraction – Request/Response – Task • Platform abstraction – Linux – Windows
5.
Framework(scrapy)---Abstraction • Workflow abstraction
– Work abstraction • Schedule • Download • Extract • Pipeline – Immutable and variable • Scrapy perspective • My perspective – What is spider class? • Variable works abstraction
6.
Framework(scrapy)---Abstraction) • Workflow abstraction
– Flow abstraction • Apache vs Scrapy – Why control center • Control ability – Error Retry • Extensibility • Module independency
7.
Framework(scrapy)---Abstraction) • Task abstraction
– Request/Response – Task • Platform abstraction – Linux – Windows
8.
Framework(scrapy)---IO Model) • Concepts
– Synchronous/Asynchronous(IO state consistency) – Block/Nonblock(Process/Thread status) • IO Model – Synchronous Block(urllilb) – Asynchronous Block(spynner, gevent, nginx_lua) – Asynchronous NonBlock(twisted, reactor, proactor) – Synchronous NonBlock(mistery)
9.
Evolution---Architecture • Why
– Scrapy • Single Process – Etao Spider v1 Etao Spider v1
10.
Evolution---Architecture • Distributed on
Processes • Distributed on Machines • How – Thrift/HSF – Interact • Direction – Dependent • Task queue – Stateless
11.
Evolution---Module • Downloader
– Render • Webkit(Javascript) • Webkit(AJAX):click simulation, event notify • Webkit(CSS): css feature – ADSL Proxy • How to get – Why scan by ourselves • How to use – Why nginx
12.
Evolution---Module • Extractor
– Wrapper induction • Semi automation – Firefox extensions – How to improve – Templates management • Full automation – Scrapy extract tool • Cascade extraction supported
13.
Evolution---Module • Scheduler
– FIFO Queue – Priority Queue • Seed weight • Smallest interval • User Query distribution • User Query importance • Webpage change characteristics
14.
Evolution---Module • Processor
– Mysql – Redis – Hadoop
15.
Simplify • IO module
– Synchronous block • No Middleware supported • No Item Loader • No Framework • No …
16.
Do it • Time
Estimation – Basic 1-2 month – Improve
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