I have to write a web crawler in Python. I don't know how to parse a page and extract the URLs from HTML. Where should I go and study to write such a program?
In other words, is there a simple python program which can be used as a template for a generic web crawler? Ideally it should use modules which are relatively simple to use and it should include plenty of comments to describe what each line of code is doing.
In order to open URLs, we can use the urllib Python module. This Python module defines the classes and functions that help in the URL actions. The urlopen() function provides a fairly simple interface. It is capable of retrieving URLs with a variety of protocols.
Look at example code below. The script extracts html code of a web page (here Python home page) and extracts all the links in that page. Hope this helps.
#!/usr/bin/env python
import requests
from bs4 import BeautifulSoup
url = "http://www.python.org"
response = requests.get(url)
# parse html
page = str(BeautifulSoup(response.content))
def getURL(page):
"""
:param page: html of web page (here: Python home page)
:return: urls in that page
"""
start_link = page.find("a href")
if start_link == -1:
return None, 0
start_quote = page.find('"', start_link)
end_quote = page.find('"', start_quote + 1)
url = page[start_quote + 1: end_quote]
return url, end_quote
while True:
url, n = getURL(page)
page = page[n:]
if url:
print(url)
else:
break
Output:
/
#left-hand-navigation
#content-body
/search
/about/
/news/
/doc/
/download/
/getit/
/community/
/psf/
http://docs.python.org/devguide/
/about/help/
http://pypi.python.org/pypi
/download/releases/2.7.3/
http://docs.python.org/2/
/ftp/python/2.7.3/python-2.7.3.msi
/ftp/python/2.7.3/Python-2.7.3.tar.bz2
/download/releases/3.3.0/
http://docs.python.org/3/
/ftp/python/3.3.0/python-3.3.0.msi
/ftp/python/3.3.0/Python-3.3.0.tar.bz2
/community/jobs/
/community/merchandise/
/psf/donations/
http://wiki.python.org/moin/Languages
http://wiki.python.org/moin/Languages
http://www.google.com/calendar/ical/b6v58qvojllt0i6ql654r1vh00%40group.calendar.google.com/public/basic.ics
http://www.google.com/calendar/ical/j7gov1cmnqr9tvg14k621j7t5c%40group.calendar.google.com/public/basic.ics
http://pycon.org/#calendar
http://www.google.com/calendar/ical/3haig2m9msslkpf2tn1h56nn9g%40group.calendar.google.com/public/basic.ics
http://pycon.org/#calendar
http://www.psfmember.org
...
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