There are a few tools out there for what you're trying to do.
Scrapy (http://doc.scrapy.org) is a great tool for writing web crawlers and keeping you data up to date. You can use XPath notation to access data (for instance div[@class='pu-final']/
span/text()
would give you Rs. 6999).
If you don't all Scrapy's features and don't really need performance (like a one-time import script), there is also BeautifulSoup (http://www.crummy.com/software/BeautifulSoup/bs4/doc/) which is really simple to use.
Those are just two of the many tools you could use, but they're pretty well documented. I'm sure many people here could recommend you some other great tools, make your choice according to what fits your needs best.
Good luck.