def corp(files):
res = []
norm = []
for f in files:
print "load %s" % f
t = md.load(f)
res.append(t)
norm.append(normalize(t))
return (res, norm)
cols = map(lambda x: x.strip(), row.split(','))
if len(cols) == 0 or len(cols) == 1:
continue
us = cols[2:]
us = dict(zip(map(lambda x: x.strip(), us), [1] * len(us)))
id = cols[0]
word = cols[1][1:-1]
onehot = map(lambda t: 1 if t in us else 0, top)
f.write('%s,%s,%s\n' % (id, word, ','.join(map(str, onehot))))
if __name__ == '__main__':
blacklist = ['postnauka.ru', 'elementy.ru', 'm.nkj.ru', 'www.nkj.ru']
filename1 = sys.argv[1]
filename2 = sys.argv[2]
data1 = md.load(filename1).split('\n')
data2 = md.load(filename2).split('\n')
urls = {}
data = data1 + data2
for row in data:
cols = row.split(',')
if len(cols) == 0:
continue
us = cols[2:]
count(urls, map(lambda x: x.strip(), us))
for b in blacklist:
if b in urls:
del urls[b]
print len(urls)
top = sorted(urls, key=urls.__getitem__, reverse=True)[:50]
print top