Showing posts with label sitescraper. Show all posts
Showing posts with label sitescraper. Show all posts

Tuesday, March 1, 2011

The SiteScraper module

A few years ago I developed the sitescraper library for automatically scraping website data based on example cases:


>>> from sitescraper import sitescraper>>> ss = sitescraper()
>>> url = 'http://www.amazon.com/s/ref=nb_ss_gw?url=search-alias%3Daps&field-keywords=python&x=0&y=0'
>>> data = ["Amazon.com: python", ["Learning Python, 3rd Edition", 
     "Programming in Python 3: A Complete Introduction to the Python Language (Developer's Library)", 
     "Python in a Nutshell, Second Edition (In a Nutshell (O'Reilly))"]]
>>> ss.add(url, data)
>>> # we can add multiple example cases, but this is a simple example so 1 will do (I generally use 3)
>>> # ss.add(url2, data2) 
>>> ss.scrape('http://www.amazon.com/s/ref=nb_ss_gw?url=search-alias%3Daps&field-keywords=linux&x=0&y=0')
["Amazon.com: linux", ["A Practical Guide to Linux(R) Commands, Editors, and Shell Programming", "Linux Pocket Guide", "Linux in a Nutshell (In a Nutshell (O'Reilly))", 'Practical Guide to Ubuntu Linux (Versions 8.10 and 8.04), A (2nd Edition)', 'Linux Bible, 2008 Edition: Boot up to Ubuntu, Fedora, KNOPPIX, Debian, openSUSE, and 11 Other Distributions']]

See this paper for more info.

It was designed for scraping websites overtime where their layout may change. Unfortunately I don't use it much these days because most of my projects are one-off scrapes.

Friday, January 29, 2010

The SiteScraper library

As a student I was fortunate to have the opportunity to learn about web scraping, guided by Professor Timothy Baldwin. I aimed to build a tool to make scraping web pages easier, resulting from frustration with a previous project.

My idea for this tool was that it should be possible to train a program to scrape a website by just giving the desired outputs for some example webpages. The program would build a model of how to extract this content and then this model could be applied to scrape other webpages that used the same template.

The tool was eventually called SiteScraper and is available for download on Google Code. For more information have a browse of this paper, which covers the implementation and results in detail.

I use SiteScraper for much of my scraping work and often make updates based on experience gained from a project.