Web scraping in python

Web Scraping with Python
Virendra Rajput,
Hacker @Markitty

Agenda
● What is scraping
● Why we scrape
● My experiments with web scraping
● How do we do it
● Tools to use
● Online demo
● Some more tools
● Ethics for scraping

converting unstructured documents
into structured information
scraping:

What is Web Scraping?
● Web scraping (web harvesting) is a software
technique of extracting information from
websites
● It focuses on transformation of unstructured
data on the web (typically HTML), into
structured data that can be stored and
analyzed

RSS is meta data and not
HTML replacement

Why we scrape?
● Web pages contain wealth of information (in
text form), designed mostly for human
consumption
● Static websites (legacy systems)
● Interfacing with 3rd party with no API access
● Websites are more important than API’s
● The data is already available (in the form of
web pages)
● No rate limiting
● Anonymous access

and more..!
IMDb API
Did you mean!
Facebook Bot for Brahma
Kumaris

Fetching the data
● Involves finding the endpoint - URL or URL’s
● Sending HTTP requests to the server
● Using requests library:
import requests
data = requests.get(‘http://google.com/’)
html = data.content

Processing (say no to Reg-ex)
● use reg-ex
● Avoid using reg-ex
● Reasons why not to use it:
1. Its fragile
2. Really hard to maintain
3. Improper HTML & Encoding handling

Use BeautifulSoup for parsing
● Provides simple methods to-
○ search
○ navigate
○ select
● Deals with broken web-pages really well
● Auto-detects encoding
Philosophy-
“You didn't write that awful page. You're just trying to get
some data out of it. Beautiful Soup is here to help.”

Export the data
● Database (relational or non-relational)
● CSV
● JSON
● File (XML, YAML, etc.)
● API

Challenges
● External sites can change without warning
○ Figuring out the frequency is difficult (TEST, and
test)
○ Changes can break scrapers easily
● Bad HTTP status codes
○ example: using 200 OK to signal an error
○ cannot always trust your HTTP libraries default
behaviour
● Messy HTML markup

Mechanize
● Stateful web-browsing with
mechanize
○ Fill up forms
○ Follow links
○ Handle cookies
○ Browse history
● After Andy Lester’s WWW:
Mechanize

Scrapy - a framework for web
scraping
● Uses XPath to select elements
● Interactive shell scripting
● Using Scrapy:
○ define a model to store items
○ create your spider to extract items
○ write a Pipeline to store them

Conclusion
● Scrape wisely
● Do not steal
● Use cloud
● Share your scrapers scraperwiki.com

The End!
Virendra Rajput
http://virendra.me/
http://twitter.com/bkvirendra

Web scraping in python

More Related Content

What's hot

Similar to Web scraping in python

Recently uploaded

Web scraping in python