Simplified python article discovery & extraction.
Project description
Inspired by requests for its simplicity and powered by lxml for its speed:
“Newspaper is an amazing python library for extracting & curating articles.” – tweeted by Kenneth Reitz, Author of requests
“Newspaper delivers Instapaper style article extraction.” – The Changelog
We support 10+ languages and everything is in unicode!
>>> import newspaper
>>> newspaper.languages()
Your available languages are:
input code full name
ar Arabic
ru Russian
nl Dutch
de German
en English
es Spanish
fr French
it Italian
ko Korean
no Norwegian
pt Portuguese
sv Swedish
hu Hungarian
fi Finnish
da Danish
zh Chinese
id Indonesian
vi VietnameseA Glance:
>>> import newspaper
>>> cnn_paper = newspaper.build('http://cnn.com')
>>> for article in cnn_paper.articles:
>>> print article.url
u'http://www.cnn.com/2013/11/27/justice/tucson-arizona-captive-girls/'
u'http://www.cnn.com/2013/12/11/us/texas-teen-dwi-wreck/index.html'
...
>>> for category in cnn_paper.category_urls():
>>> print category
u'http://lifestyle.cnn.com'
u'http://cnn.com/world'
u'http://tech.cnn.com'
...>>> article = cnn_paper.articles[0]>>> article.download()
>>> article.html
u'<!DOCTYPE HTML><html itemscope itemtype="http://...'>>> article.parse()
>>> article.authors
[u'Leigh Ann Caldwell', 'John Honway']
>>> article.text
u'Washington (CNN) -- Not everyone subscribes to a New Year's resolution...'
>>> article.top_image
u'http://someCDN.com/blah/blah/blah/file.png'
>>> article.movies
[u'http://youtube.com/path/to/link.com', ...]>>> article.nlp()
>>> article.keywords
['New Years', 'resolution', ...]
>>> article.summary
u'The study shows that 93% of people ...'Newspaper has seamless language extraction and detection. If no language is specified, Newspaper will attempt to auto detect a language.
>>> from newspaper import Article
>>> url = 'http://www.bbc.co.uk/zhongwen/simp/chinese_news/2012/12/121210_hongkong_politics.shtml'
>>> a = Article(url, language='zh') # Chinese
>>> a.download()
>>> a.parse()
>>> print a.text[:150]
香港行政长官梁振英在各方压力下就其大宅的违章建
筑（僭建）问题到立法会接受质询，并向香港民众道歉。
梁振英在星期二（12月10日）的答问大会开始之际
在其演说中道歉，但强调他在违章建筑问题上没有隐瞒的
意图和动机。 一些亲北京阵营议员欢迎梁振英道歉，
且认为应能获得香港民众接受，但这些议员也质问梁振英有
>>> print a.title
港特首梁振英就住宅违建事件道歉If you are certain that an entire news source is in one language, go ahead and use the same api :)
>>> import newspaper
>>> sina_paper = newspaper.build('http://www.sina.com.cn/', language='zh')
>>> for category in sina_paper.category_urls():
>>> print category
u'http://health.sina.com.cn'
u'http://eladies.sina.com.cn'
u'http://english.sina.com'
...
>>> article = sina_paper.articles[0]
>>> article.download()
>>> article.parse()
>>> print article.text
新浪武汉汽车综合 随着汽车市场的日趋成熟，
传统的“集全家之力抱得爱车归”的全额购车模式已然过时，
另一种轻松的新兴 车模式――金融购车正逐步成为时下消费者购
买爱车最为时尚的消费理念，他们认为，这种新颖的购车
模式既能在短期内
...
>>> print article.title
两年双免0手续0利率 科鲁兹掀背金融轻松购_武汉车市_武汉汽
车网_新浪汽车_新浪网Documentation
Check out The Documentation for full and detailed guides using newspaper.
Interested in adding a new language for us? Refer to: Docs - Adding new languages
Features
Works in 10+ languages (English, Chinese, German, Arabic, …)
Multi-threaded article download framework
News url identification
Text extraction from html
Top image extraction from html
All image extraction from html
Keyword extraction from text
Summary extraction from text
Author extraction from text
Google trending terms extraction
Get it now
Installing newspaper is simple with pip. However, you will run into fixable issues if you are trying to install on ubuntu.
If you are on ubuntu, install using the following:
# Pre-req's for lxml $ apt-get install libxml2-dev libxslt-dev # For PIL to recognize .jpg $ sudo apt-get install libjpeg-dev zlib1g-dev libpng12-dev $ easy_install lxml # NOT PIP $ pip install newspaper $ curl https://raw.github.com/codelucas/newspaper/master/download_corpora.py | python2.7
If you are on OSX, install using the following:
# Pre-req's for lxml $ brew install libxml2 libxslt # or the equiv command in macports $ pip install lxml # For PIL to recognize .jpg $ brew install libtiff libjpeg webp little-cms2 # or the equiv with macports $ pip install newspaper $ curl https://raw.github.com/codelucas/newspaper/master/download_corpora.py | python2.7
If you are neither using ubuntu nor mac, install with the following:
# You will most likely need to install the following libraries via your # package manager # for lxml: libxml2-dev libxslt-dev # for PIL: libjpeg-dev zlib1g-dev libpng12-dev $ pip install newspaper $ curl https://raw.github.com/codelucas/newspaper/master/download_corpora.py | python2.7
It is also important to note that the line
$ curl https://raw.github.com/codelucas/newspaper/master/download_corpora.py | python2.7
is not needed unless you need the natural language, nlp(), features like keywords extraction and summarization.
If you are using ubuntu and are still running into gcc compile errors when installing lxml, try installing libxslt1-dev instead of libxslt-dev.
Todo List
Add a “follow_robots.txt” option in the config object.
Bake in the CSSSelect and BeautifulSoup dependencies
LICENSE
Authored and maintained by Lucas Ou-Yang.
Newspaper uses a lot of python-goose’s parsing code. View their license here.
Please feel free to email & contact me if you run into issues or just would like to talk about the future of this library and news extraction in general!
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