Stance-Detection-in-Web-and.../CNN/process4T6SA.py
2019-06-16 11:34:28 +05:30

79 lines
1.9 KiB
Python
Executable File

# -*- coding: utf-8 -*-
import numpy as np
import pandas as pd
import sys
import os
"""directories should be modified according to your directory """
File=[]
File.append(sys.argv[1])
filename = os.path.basename(sys.argv[1])
path = sys.argv[1].replace(filename,"")
Result_File=[path+'T6SA_stance.neg',
path+'T6SA_stance.pos',
path+'T6SA_stance.none',
]
RES=[]
def process_str(topic,msg):
msg=msg.replace("#SemST","")
msg=msg.replace("\r\n","\n")
msg=msg.lower()
msg=msg+"\n"
return msg
if __name__=="__main__":
for i in range(1):
File[i]=unicode(File[i],'utf8')
j=0
with open(File[i],"rb") as f:
for line in f:
print j
j+=1
tmp=line.split('\t')
id=int(tmp[0])
topic=''.join(tmp[1])
msg=''.join(tmp[2])
stance=''.join(tmp[3])
print stance
if stance=="AGAINST\n":
stance=0
if stance=="FAVOR\n":
stance=1
if stance=="NONE\n":
stance=2
msg=process_str(topic,msg)
datum = {"topic":topic,
"stance":stance,
"message":msg
}
if msg!="not available\n":
RES.append(datum)
len_RES=len(RES)
f_neg=open(unicode(Result_File[0],'utf8'),"wb")
f_pos=open(unicode(Result_File[1],'utf8'),"wb")
f_none=open(unicode(Result_File[2],'utf8'),"wb")
for i in range (len_RES):
print RES[i]["message"]
if RES[i]["stance"]==0:
print 0
f_neg.write(RES[i]["message"])
if RES[i]["stance"]==1:
print 1
f_pos.write(RES[i]["message"])
if RES[i]["stance"]==2:
print 2
f_none.write(RES[i]["message"])
f.close()
f_neg.close()
f_pos.close()
f_none.close()