def result():
if request.method == 'POST':
# data from front end
feedback = request.form['review']
mobile = request.form['domain']
m.input(feedback, mobile) # input to model
feedback_sentiment = m.overall_polarity(
) # result of the feedback entered by the user
feedback_output = m.output() # sentence_token wise result
# database object
db = Db(feedback, mobile, feedback_sentiment)
db.Insert(mobile)
previous_list = db.Display(mobile) # return previous enetered data
# detecting aspects
aspects = ap.aspect_cal(feedback)
# d = {}
# for key, val in aspect.items():
# d[key[0]] = val
# db.Insert_Aspect(d)
overall_pos = 0
overall_neu = 0
overall_neg = 0
for review in previous_list:
polarity = review['Polarity']
overall_neg += polarity['neg']
overall_neu += polarity['neu']
overall_pos += polarity['pos']
overall_neg /= len(previous_list)
overall_neu /= len(previous_list)
overall_pos /= len(previous_list)
# db.Delete()
# generating emoji
if feedback_sentiment['pos'] and feedback_sentiment['neg']:
emoji = random.choice(neutral)
elif feedback_sentiment['pos']:
emoji = random.choice(happy)
elif feedback_sentiment['neg']:
emoji = random.choice(negative)
else:
emoji = random.choice(neutral)
return render_template(
'output.html',
overall_result=feedback_sentiment,
result=feedback_output,
feedback=feedback,
emoji=emoji,
text_pos=feedback_sentiment['pos'],
text_neu=feedback_sentiment['neu'],
text_neg=feedback_sentiment['neg'],
# aspect_current=[[('camera', 'photo'), 100, 200, 300], [('battery', 'charge'), 100, 200, 300]]
overall_neg=overall_neg,
overall_neu=overall_neu,
overall_pos=overall_pos,
aspect_score=aspects,
camera_pos=aspects[('camera', 'photography')][0] * 100,
camera_neu=aspects[('camera', 'photography')][1] * 100,
camera_neg=aspects[('camera', 'photography')][2] * 100,
battery_pos=aspects['battery'][0] * 100,
battery_neu=aspects['battery'][0] * 100,
battery_neg=aspects['battery'][0] * 100,
display_pos=aspects[('display', 'screen', 'picture', 'look', 'design',
'UI', 'touch')][0] * 100,
display_neu=aspects[('display', 'screen', 'picture', 'look', 'design',
'UI', 'touch')][1] * 100,
display_neg=aspects[('display', 'screen', 'picture', 'look', 'design',
'UI', 'touch')][2] * 100,
charge_neg=aspects[('charge', 'charging', 'power', 'discharing')][0] *
100,
charge_neu=aspects[('charge', 'charging', 'power', 'discharing')][1] *
100,
charge_pos=aspects[('charge', 'charging', 'power', 'discharing')][2] *
100,
sound_neg=aspects[('sound', 'speaker', 'mic', 'microphone', 'music',
'voice')][0] * 100,
sound_neu=aspects[('sound', 'speaker', 'mic', 'microphone', 'music',
'voice')][1] * 100,
sound_pos=aspects[('sound', 'speaker', 'mic', 'microphone', 'music',
'voice')][2] * 100,
processor_neg=aspects[('processor', 'storage', 'performance',
'heating', 'hanging ')][0] * 100,
processor_neu=aspects[('processor', 'storage', 'performance',
'heating', 'hanging ')][1] * 100,
processor_pos=aspects[('processor', 'storage', 'performance',
'heating', 'hanging ')][2] * 100,
price_neg=aspects[('money', 'budget', 'price')][0] * 100,
price_neu=aspects[('money', 'budget', 'price')][1] * 100,
price_pos=aspects[('money', 'budget', 'price')][2] * 100,
security_neg=aspects[('unlocking', 'finger print', 'sensor',
'unlock')][0] * 100,
security_neu=aspects[('unlocking', 'finger print', 'sensor',
'unlock')][1] * 100,
security_pos=aspects[('unlocking', 'finger print', 'sensor',
'unlock')][2] * 100)
