from rouge import Rouge

from gensim.summarization import summarize

from my_hydtfidf import begin

import sys

reload(sys)

def dictostr(dic):

return s

def antiDup(txt):

return st

try:

path='/home/harikrishnan-midhun/Desktop/MainPro/AspectLevelSumm/display'

with open('/home/harikrishnan-midhun/Desktop/MainPro/hum_summ', 'r') as myfile:

hum_summ=myfile.read()

hls=hum_summ.splitlines()

for i in hls:

if i != " ":

hum_summ=hum_summ+i

with open(path, 'r') as myfile:

data=myfile.read()#.replace('\n', '.')

data=antiDup(data)

sum1= summarize(data)

print "\nSummary Using Text Rank\n______________________________\n"

print sum1

dic=begin(path)

s=dictostr(dic)

s=antiDup(s)

print "\n\nSummary Using Hybrid TFIDF\n___________________________\n"

print s

# print "\nHuman Summary\n______________________________\n"

# print hum_summ

rouge = Rouge()

#scorestf = rouge.get_scores(hum_summ,s)

#print "\nRouge Score of TFIDF\n____________________________\n"

#print scorestf

#scorestr= rouge.get_scores(hum_summ,sum1)

#print "\nRouge Score of TextRank\n____________________________\n"

#print scorestr

except:

print""