Python: Newspaper Module - Any way to pool getting articles straight from URLs?

Question

I'm using the Newspaper module for python found here.

In the tutorials, it describes how you can pool the building of different newspapers s.t. it generates them at the same time. (see the "Multi-threading article downloads" in the link above)

Is there any way to do this for pulling articles straight from a LIST of urls? That is, is there any way I can pump in multiple urls into the following set-up and have it download and parse them concurrently?

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])

Answer 1

I was able to do this by creating a Source for each article URL. (disclaimer: not a python developer)

import newspaper

urls = [
  'http://www.baltimorenews.net/index.php/sid/234363921',
  'http://www.baltimorenews.net/index.php/sid/234323971',
  'http://www.atlantanews.net/index.php/sid/234323891',
  'http://www.wpbf.com/news/funeral-held-for-gabby-desouza/33874572',  
]

class SingleSource(newspaper.Source):
    def __init__(self, articleURL):
        super(StubSource, self).__init__("http://localhost")
        self.articles = [newspaper.Article(url=url)]

sources = [SingleSource(articleURL=u) for u in urls]

newspaper.news_pool.set(sources)
newspaper.news_pool.join()

for s in sources:
  print s.articles[0].html

Answer 2

I know this question is really old but it's one of the first links that shows up when I googled how to get multithread newspaper. While Kyles answer is very helpful, it is not complete and I think it has some typos...

import newspaper

urls = [
'http://www.baltimorenews.net/index.php/sid/234363921',
'http://www.baltimorenews.net/index.php/sid/234323971',
'http://www.atlantanews.net/index.php/sid/234323891',
'http://www.wpbf.com/news/funeral-held-for-gabby-desouza/33874572',  
]

class SingleSource(newspaper.Source):
def __init__(self, articleURL):
    super(SingleSource, self).__init__("http://localhost")
    self.articles = [newspaper.Article(url=articleURL)]

sources = [SingleSource(articleURL=u) for u in urls]

newspaper.news_pool.set(sources)
newspaper.news_pool.join()

I changed the Stubsource to Singlesource and one of the urls to articleURL. Of course this just downloads the webpages, you still need to parse them to be able to get the text.

multi=[]
i=0
for s in sources:
    i+=1
    try:
        (s.articles[0]).parse()
        txt = (s.articles[0]).text
        multi.append(txt)
    except:
        pass

In my sample of 100 urls, this took half the time compared to just working with each url in sequence. (Edit: After increasing the sample size to 2000 there is a reduction of about a quarter.)

(Edit: Got the whole thing working with multithreading!) I used this very good explanation for my implementation. With a sample size of 100 urls, using 4 threads takes comparable time to the code above but increasing the thread count to 10 gives a further reduction of about a half. A larger sample size needs more threads to give a comparable difference.

import newspaper
from multiprocessing.dummy import Pool as ThreadPool

def getTxt(url):
    article = Article(url)
    article.download()
    try:
        article.parse()
        txt=article.text
        return txt
    except:
        return ""

pool = ThreadPool(10)

# open the urls in their own threads
# and return the results
results = pool.map(getTxt, urls)

# close the pool and wait for the work to finish 
pool.close() 
pool.join()

Answer 3

I'm not familiar with the Newspaper module but the following code uses a list of URLs and should be equivalent to the one provided in the linked page:

import newspaper
from newspaper import news_pool

urls = ['http://slate.com','http://techcrunch.com','http://espn.com']
papers = [newspaper.build(i) for i in urls]
news_pool.set(papers, threads_per_source=2)
news_pool.join()