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I highly recommend Scrapy (http://www.scrapy.org).

From their site:

Scrapy is a fast high-level screen scraping and web crawling framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.



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