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@dunglehome
Forked from miguelgrinberg/pycon-views.py
Last active August 29, 2015 14:26
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Generate statistics about PyCon 2014 videos
import argparse
import re
from multiprocessing.pool import ThreadPool as Pool
import requests
import bs4
root_url = 'http://pyvideo.org'
index_url = root_url + '/category/50/pycon-us-2014'
def get_video_page_urls():
response = requests.get(index_url)
soup = bs4.BeautifulSoup(response.text)
return [a.attrs.get('href') for a in soup.select('div.video-summary-data a[href^=/video]')]
def get_video_data(video_page_url):
video_data = {}
response = requests.get(root_url + video_page_url)
soup = bs4.BeautifulSoup(response.text)
video_data['title'] = soup.select('div#videobox h3')[0].get_text()
video_data['speakers'] = [a.get_text() for a in soup.select('div#sidebar a[href^=/speaker]')]
# initialize counters
video_data['views'] = 0
video_data['likes'] = 0
video_data['dislikes'] = 0
try:
video_data['youtube_url'] = soup.select('div#sidebar a[href^=http://www.youtube.com]')[0].get_text()
response = requests.get(video_data['youtube_url'], headers={'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/32.0.1700.77 Safari/537.36'})
soup = bs4.BeautifulSoup(response.text)
video_data['views'] = int(re.sub('[^0-9]', '',
soup.select('.watch-view-count')[0].get_text().split()[0]))
video_data['likes'] = int(re.sub('[^0-9]', '',
soup.select('#watch-like-dislike-buttons span.yt-uix-button-content')[0].get_text().split()[0]))
video_data['dislikes'] = int(re.sub('[^0-9]', '',
soup.select('#watch-like-dislike-buttons span.yt-uix-button-content')[2].get_text().split()[0]))
except:
# some or all of the counters could not be scraped
pass
return video_data
def parse_args():
parser = argparse.ArgumentParser(description='Show PyCon 2014 video statistics.')
parser.add_argument('--sort', metavar='FIELD', choices=['views', 'likes', 'dislikes'],
default='views',
help='sort by the specified field. Options are views, likes and dislikes.')
parser.add_argument('--max', metavar='MAX', type=int, help='show the top MAX entries only.')
parser.add_argument('--csv', action='store_true', default=False,
help='output the data in CSV format.')
parser.add_argument('--workers', type=int, default=8,
help='number of workers to use, 8 by default.')
return parser.parse_args()
def show_video_stats(options):
#video_page_urls = get_video_page_urls()
#for video_page_url in video_page_urls:
# print get_video_data(video_page_url)
pool = Pool(options.workers)
video_page_urls = get_video_page_urls()
results = sorted(pool.map(get_video_data, video_page_urls), key=lambda video: video[options.sort],
reverse=True)
print len(results)
max = options.max
if max is None or max > len(results):
max = len(results)
if options.csv:
print(u'"title","speakers", "views","likes","dislikes"')
else:
print(u'Views +1 -1 Title (Speakers)')
for i in range(max):
if options.csv:
print(u'"{0}","{1}",{2},{3},{4}'.format(
results[i]['title'], ', '.join(results[i]['speakers']), results[i]['views'],
results[i]['likes'], results[i]['dislikes']))
else:
print(u'{0:5d} {1:3d} {2:3d} {3} ({4})'.format(
results[i]['views'], results[i]['likes'], results[i]['dislikes'], results[i]['title'],
', '.join(results[i]['speakers'])))
if __name__ == '__main__':
show_video_stats(parse_args())
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