Parsing Wikipedia Articles with Node.js and jQuery(github.com)

33 pointsby BenjaminCoevor 14 Jahren14 comments

Parsing Wikipedia Articles with Node.js and jQuery

https://github.com/bcoe/wikifetch

15 comments

mklvor 14 Jahren

There are lots of attempts to write new Wikipedia parsers that just do "the useful stuff", like getting the text. They all fail, for the simple reason that some of the text comes from MediaWiki templates.

E.g.

  about {{convert|55|km|0|abbr=on}} east of

will turn into

  about 55 km (34 mi) east of

and

  {{As of|2010|7|5}}

will turn into

  As of 5 July 2010

and so on (there are thousands of relevant templates). It's simply not possible to get the full plain text without processing the templates, and the only system that can correctly and completely parse the templates is MediaWiki itself.

Yes it's a huge system entirely written in PHP, but you can make a simple command line parser with it pretty easily (though it took me quite a while to figure out how). The key points are to put something like

  $IP = strval(getenv('MW_INSTALL_PATH')) !== ''
        ? getenv('MW_INSTALL_PATH')
        : '/usr/share/mediawiki';
  require_once("$IP/maintenance/commandLine.inc");

at the start of it, and then use the Parser class. You get HTML out, but it's simple and well-formed (to get text, start with the top level p tags).

To get it to process templates, get a Wikipedia dump, extract the templates, and use the mwdumper tool to import them into your local MediaWiki database.

I don't know if this is the best or "right" way to do it, but it's the only way I've found that actually works.

alok-gvor 14 Jahren

>> To get it to process templates, get a Wikipedia dump, extract the templates, and use the mwdumper tool to import them into your local MediaWiki database.

Could you please explain this more? Specifically, what is meant by "extract" the templates? From what I gather from your message, you are proposing using MediaWiki itself to process the templates and output more of a plain text (within the HTML output).

mklvor 14 Jahren

The dumps of Wikipedia come as big bzip2ed XML files containing all articles, templates, etc., each in a "page" tag. The templates have titles starting with "Template:", so they are easy to detect:

  <page>
    <title>Template:Convert</title>
    ...
  </page>

It's these page tags that need to be copied to a new XML file, along with the header and footer from the original.

From what I gather from your message, you are proposing using MediaWiki itself to process the templates and output more of a plain text (within the HTML output).

Correct. The MediaWiki parser outputs HTML containing all the text to be displayed, including that generated by templates.

alok-gvor 14 Jahren

>> there are thousands of relevant templates

Is there a documentation of at least the relevant ones somewhere?

mklvor 14 Jahren

I doubt it - anyone can add new ones any time.

[deleted]vor 14 Jahren

tillkvor 14 Jahren

This is interesting, but why not use their API?

http://en.wikipedia.org/w/api.php

It's part of mediawiki and available for each and every wikipedia subsite – as far as I can tell. We are using this as well to autocomplete data. And it works really well.

I prefer this method over 'scraping' the content.

lognvor 14 Jahren

Wikipedia prefers and advises this method too.

decadvor 14 Jahren

This is very interesting, although anyone aiming to crawl Wikipedia should make sure they read this section on the Database download page. http://en.wikipedia.org/wiki/Wikipedia:Database_download#Why...

Everything should be fine as long as you respect their 1 request per second rule and their robots.txt

kefsvor 14 Jahren

A quick skim of the source shows that rate-limiting is not implemented, and the code is non-compliant with Wikipedia's crawling rules.

BenjaminCoevor 14 Jahren

Thanks for the heads up. I'll add rate-limiting directly into the API.

taliesinbvor 14 Jahren

For anyone who might find it useful, I wrote this really simple spidering tool in Go, which is useful when you just want a small subgraph of Wikipedia.

https://github.com/taliesinb/wikispider

kenshiro_ovor 14 Jahren

That looks really good and neat! I am currently working on a project that uses information from Wikipedia articles and having a parser such as yours would make things a lot easier. I am currently on vacation for the next 2 weeks but I'd like to fork your project when I get back. Let me know if there is anything you need help with (bug fix or new features).

BenjaminCoevor 14 Jahren

I would love the help. I'll be hammering on the library next weekend, an I'm sure I'll have a laundry list of features I want to add.

bsbvor 14 Jahren

There's also the dbpedia interfaces, including SPARQL access. NLP meet SemWeb, SemWeb meet NLP or have you met already?