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process_time_chat1.py
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process_time_chat1.py
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#filtering the chat
import os
import sys
from datetime import datetime
from datetime import timedelta
import time
import csv
def time_chat():
path = './raw/windows/'
for filename in os.listdir(path):
f = open('./raw/windows/'+filename, 'r')
x=0
for line in f:
#print line
a = line.split(":")
first = a[3]
f = open('./raw/windows/'+filename, 'r')
for l in f:
if l.find(first)==-1:
a=l.split(":")
second = a[3]
break
break
f = open('./raw/windows/'+filename, 'r')
a=1 #first person speaking
s = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'time.txt','w')
s.close()
for line in f:
s = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'time.txt','a')
if line.find(first)!=-1:
line=line.split(" ")
t= line[0] +" "+ line[1]
a=1
s.write(str(a) + " ::: " +t)
s.write("\n")
s.close()
elif line.find(second)!=-1:
line=line.split(" ")
t= line[0] +" "+ line[1]
a=2
s.write(str(a) + " ::: " +t)
s.write("\n")
s.close()
#f.close()
f = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'time.txt', 'r')
z3 = open('./raw/windows/'+filename, 'r')
prev=0
date1=0
delta1=0
z = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'turn_duration.txt', 'w')
z1 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time.txt', 'w')
z4 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'chat_turn.txt', 'w')
z5 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'chat_session.txt', 'w')
#x = time.strptime('00:01:00,000'.split(',')[0],'%H:%M:%S')
#datetime.timedelta(days=x.tm_mdayhours=x.tm_hour,minutes=x.tm_min,seconds=x.tm_sec).total_seconds()
for line,line1 in zip(f,z3):
a = line.index(":::")
p=line[:a]
line = line[a:]
date_session=datetime.strptime(line,"::: %j-%m-%Y %H:%M:%S:\n")
date3=date_session
if prev==0:
date1 = datetime.strptime(line,"::: %j-%m-%Y %H:%M:%S:\n")
prev=1
prev_turn=p
prev_date_session=date_session
z1.write( str(prev_turn)+ " " + str(delta1) + "\n")
elif prev==1 and p==prev_turn:
date3 = datetime.strptime(line,"::: %j-%m-%Y %H:%M:%S:\n")
z1.write( str(prev_turn)+ " " + str(delta1) + "\n")
else:
date2 = datetime.strptime(line,"::: %j-%m-%Y %H:%M:%S:\n")
if date3>date1:
delta= date3-date1
delta=delta.total_seconds()
else:
delta= date1-date3
delta=delta.total_seconds()
if date3 > date2:
delta1 = date3-date2
delta1=delta1.total_seconds()
else:
delta1 = date2-date3
delta1=delta1.total_seconds()
z1.write( str(prev_turn)+ " " + str(delta1) + "\n")
#print delta
prev=1
z4.write("\n------------------\n")
z.write( str(prev_turn)+ " " + str(delta) + "\n")
prev_turn=p
date1 = datetime.strptime(line,"::: %j-%m-%Y %H:%M:%S:\n")
date3=date1
z4.write(line1)
delta_session = date_session - prev_date_session
#t = datetime.strptime("02:00:00","%H:%M:%S")
if(delta_session > timedelta(hours=2)):
prev_date_session=date_session
z5.write("\n--------\n\n")
z5.write(line1)
f.close()
z3.close()
z.close()
z1.close()
z4.close()
z5.close()
z1 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time.txt', 'r')
z2 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time_username1.txt', 'w')
#t=open('./chats_process/'+str(first)+'_'+str(second)+'/'+'train.csv', 'w')
for line in z1:
line = line.split(" ")
fir=line[0]
seconds = line[2]
#seconds = seconds.replace('\n', '').replace('\r', '')
print seconds
if str(fir)=='1':
z2.write(seconds)
z2.close()
z1.close()
z2 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time_username2.txt', 'w')
z1 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time.txt', 'r')
for line in z1:
line = line.split(" ")
fir=line[0]
seconds = line[2]
if fir=='2':
z2.write(seconds)
z1.close()
z2.close()
z2 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time_username1.txt', 'r')
with open('./chats_process/'+str(first)+'_'+str(second)+'/'+'training_set_1.csv','r') as f:
with open('./chats_process/'+str(first)+'_'+str(second)+'/'+'training_set_1_final.csv', 'w') as ff:
writer = csv.writer(ff)
for row in csv.reader(f):
writer.writerow(row+["response_time"])
break
for row,line in zip(csv.reader(f),z2):
line = line.replace('\n', '').replace('\r', '')
writer.writerow(row+[line])
f.close()
ff.close()
z2.close()
z2 = open('./chats_process/'+str(first)+'_'+str(second)+'/'+'response_time_username2.txt', 'r')
with open('./chats_process/'+str(first)+'_'+str(second)+'/'+'training_set_2.csv','r') as f:
with open('./chats_process/'+str(first)+'_'+str(second)+'/'+'training_set_2_final.csv', 'w') as ff:
writer = csv.writer(ff)
for row in csv.reader(f):
writer.writerow(row+["response_time"])
break
for row,line in zip(csv.reader(f),z2):
line = line.replace('\n', '').replace('\r', '')
writer.writerow(row+[line])
f.close()
ff.close()
z2.close()
if __name__ == "__main__":
time_chat()