Zaktualizuj 'dialogue_system.py'

fix
This commit is contained in:
Julian Zabłoński 2022-06-08 01:08:33 +02:00
parent 83bd745164
commit 44b9976aa6

View File

@ -1,7 +1,7 @@
from modules.NLU import NLU from modules.NLU import NLU
from modules.DST import DST from modules.DST import DST
#from modules.DP import DP from modules.DP import DP
#from modules.NLG import NLG from modules.NLG import NLG
import re import re
def format_prediction(prediction, intent): def format_prediction(prediction, intent):
@ -23,8 +23,8 @@ def format_prediction(prediction, intent):
def main(): def main():
nlu = NLU() nlu = NLU()
dst = DST() dst = DST()
#dp = DP() dp = DP()
#nlg = NLG() nlg = NLG()
nlu.train_slot_model('data/train+test-pl.conllu', 'data/train+test-pl.conllu') nlu.train_slot_model('data/train+test-pl.conllu', 'data/train+test-pl.conllu')
nlu.train_intent_model('data/NLU_data_intent') nlu.train_intent_model('data/NLU_data_intent')
@ -40,39 +40,117 @@ def main():
while True: while True:
user_input = input('> ') user_input = input('> ')
user_input_lr = user_input.lower() user_input_lr = user_input.lower()
if user_input_lr == '/pomoc': flag = False
print('TEKST_POMOCY_WIP')
elif user_input_lr == '/koniec':
print('Dziękuję za skorzystanie z moich usług. Miłego dnia!')
break
elif 'rezerw' in user_input_lr:
if 'anulo' in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'cancel_book']])
print(dst.state)
else:
dst.update([['inform', 'Cinema', 'task', 'book']])
print(dst.state)
elif 'kup' in user_input_lr or ('zwr' and 'bilet') in user_input_lr:
if 'anulo' in user_input_lr or 'zwr' in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'cancel_buy']])
print(dst.state)
else:
dst.update([['inform', 'Cinema', 'task', 'buy']])
print(dst.state)
elif (('jak' or 'któr') and 'film') in user_input_lr or 'repertuar' in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'show_movies']])
print(dst.state)
elif (('czy' or 'jakie' or 'które') and ('dostęp' or 'woln' or 'zajęt') and 'miejsc') in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'show_seats']])
print(dst.state)
else:
slots = nlu.predict_slots(user_input) slots = nlu.predict_slots(user_input)
intent = nlu.predict_intent(user_input) intent = nlu.predict_intent(user_input)
formatted_prediction = format_prediction(slots, intent) formatted_prediction = format_prediction(slots, intent)
for slot in formatted_prediction:
if slot[2]=='seat':
if ',' in slot[3]:
seat,row = slot[3].split(',')
formatted_prediction.remove(['inform', 'Cinema', 'seat', slot[3]])
formatted_prediction.append(['inform', 'Cinema', 'seat', seat])
formatted_prediction.append(['inform', 'Cinema', 'row', f' {row}'])
if format_prediction == []:
print('Czy mogę w czymś jeszcze pomóc? ')
if user_input_lr == '/pomoc':
print('TEKST_POMOCY_WIP')
elif user_input_lr == '/koniec':
print('Dziękuję za skorzystanie z moich usług. Miłego dnia!')
break
elif 'rezerw' in user_input_lr:
if 'anulo' in user_input_lr:
for slot in slots:
if slot == 'B-e-mail' or '@' in slot[0]:
print(nlg.update([['cinema','inform','cancel_book',slot[0]]]))
dst.update([['inform', 'Cinema', 'task', 'cancel_book'],['inform', 'Cinema', 'cancel_book_status',True]])
flag = True
if not flag:
dst.update([['inform', 'Cinema', 'task', 'cancel_book'],['inform', 'Cinema', 'cancel_book_status',False]])
print(nlg.update([['cinema','inform','cancel_book','']]))
else:
dst.update([['inform', 'Cinema', 'task', 'book']])
dst.update(formatted_prediction)
for slot,value in dst.state['belief_state']['cinema']['book'].items():
if value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot=="row" and value != '':
for slot,value in dst.state['belief_state']['cinema']['semi'].items():
if value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot in ["cancel_book_status","cancel_buy_status"] and value =='':
continue
elif 'kup' in user_input_lr or ('zwr' and 'bilet') in user_input_lr:
if 'anulo' in user_input_lr or 'zwr' in user_input_lr:
for slot in slots:
if slot == 'B-e-mail' or '@' in slot[0]:
print(nlg.update([['cinema','inform','cancel_buy',slot[0]]]))
dst.update([['inform', 'Cinema', 'task', 'cancel_buy'],['inform', 'Cinema', 'cancel_buy_status',True]])
flag = True
if not flag:
dst.update([['inform', 'Cinema', 'task', 'cancel_buy'],['inform', 'Cinema', 'cancel_buy_status',False]])
print(nlg.update([['cinema','inform','cancel_buy','']]))
else:
dst.update([['inform', 'Cinema', 'task', 'buy']])
dst.update(formatted_prediction)
print(dst.state)
for slot,value in dst.state['belief_state']['cinema']['book'].items():
if value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot=="row" and value != '':
for slot,value in dst.state['belief_state']['cinema']['semi'].items():
if value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot in ["cancel_book_status","cancel_buy_status"] and value =='':
continue
elif (('jak' or 'któr') and 'film') in user_input_lr or 'repertuar' in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'show_movies']])
print(nlg.update([['cinema','offer','task','closestscreening']]))
elif (('czy' or 'jakie' or 'które') and ('dostęp' or 'woln' or 'zajęt') and 'miejsc') in user_input_lr:
dst.update([['inform', 'Cinema', 'task', 'show_seats']])
print(nlg.update([['cinema','inform','task','seat']]))
else:
print(formatted_prediction) # NLU output print(formatted_prediction) # NLU output
dst.update(formatted_prediction) dst.update(formatted_prediction)
print(dst.state) # DST output print(dst.state) # DST output
#DP, NLG... #DP
for slot,value in dst.state['belief_state']['cinema']['book'].items():
if value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot=="row" and value != '':
for slot,value in dst.state['belief_state']['cinema']['semi'].items():
if slot == 'payments' and value == '':
print('Czy chciałbyś dokonać płatności online?')
input_user = input()
if input_user.lower() == 'tak':
print(nlg.update([['cinema','request',slot,'online']]))
dst.update([['inform', 'Cinema', 'payments', 'online']])
else:
print(nlg.update([['cinema','request',slot,'']]))
dst.update([['inform', 'Cinema', 'payments', 'in_cinema']])
elif value == '':
print(nlg.update([['cinema','request',slot,'']]))
break
elif slot in ["cancel_book_status","cancel_buy_status"] and value =='':
continue
if __name__ == '__main__': if __name__ == '__main__':