def Classification(Data, ID):
Answers = []
Message = Data['message']
Answers.append(Data['message'])
Result = bagOfWords(Message)
if Result == 1:
PreProcessing = Pre_Processing(Answers)
Answers = PreProcessing.MainFunction()
del Answers[0]
Features = FeatureExtraction(Answers)
Answers = Features.Test_TFIDF()
Data1 = pd.DataFrame(Answers)
del Answers
Data1 = Data1.fillna(0)
SentimentList = Features.Sentiment()
Data1[315477] = SentimentList
Processing_Object = Processing(Data1)
Results = Processing_Object.Testing()
print(Results[0])
else:
Results = []
Results.append(0)
Message = Data['message']
From = Data['from']
Time = Data['time']
ChatID = Data['ChatID']
Classified = db.collection(u"Chat").document(ChatID).collection(u"chating")
Classified.add({
u"message": Message,
u"from": From,
u"time": Time,
u"Class": str(Results[0])
})
def main():
lines = read_in()
np_lines = np.array(lines)
lines = list(np_lines)
Message = lines[0]
From = lines[1]
Time = lines[2]
ChatID = lines[3]
Answers = []
Answers.append(Message)
PreProcessing = Pre_Processing(Answers)
Answers = PreProcessing.MainFunction()
del Answers[0]
Features = FeatureExtraction(Answers)
Answers = Features.Test_TFIDF()
Data1 = pd.DataFrame(Answers)
del Answers
Data1 = Data1.fillna(0)
SentimentList = Features.Sentiment()
Data1[315477] = SentimentList
Processing_Object = Processing(Data1)
Results = Processing_Object.Testing()
Classified = db.collection(u"Chat").document(ChatID).collection(u"chating")
Classified.add({
u"message": Message,
u"from": From,
u"time": Time,
u"Class": str(Results[0])
})
print("Message Has Been Classified")
def ListenThread(Connection, Address):
try:
while True:
Message = Connection.recv(1024).decode("utf-8")
Answers = []
Answers.append(Message)
Answers2 = Answers
PreProcessing = Pre_Processing(Answers)
Answers = PreProcessing.MainFunction()
del Answers[0]
Answers2 = Answers2[0]
Features = FeatureExtraction(Answers)
Answers = Features.Test_TFIDF()
Data = pd.DataFrame(Answers)
Data = Data.fillna(0)
SentimentList = Features.Sentiment()
Data[44247] = SentimentList
Processing_Object = Processing(Data)
Results = Processing_Object.Testing()
Results = str(Results[0])
SendingConnection = None
print(Message)
for i in range(len(SendingIPS)):
if Address != SendingIPS[i]:
SendingConnection = SendingConnections[i]
break
SendThread(SendingConnection, Message, Results)
except:
# print("Client has Disconnected or un expected error ocurred please DEBUG!!!")
# for i in range(len(SendingIPS)):
# if Address == SendingIPS[i]:
# Connection.close()
# del SendingIPS[i]
# print(len(SendingConnections))
# print(len(SendingIPS))
# break
python = sys.executable
os.execl(python, python, *sys.argv)
