SystemyDialogowe/DialoguePolicy.py

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9.3 KiB
Python
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from SystemAct import SystemAct
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from UserActType import UserActType
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from SystemActType import SystemActType
from collections import defaultdict
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class DP:
"""
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Moduł decydujący o wyborze kolejnego aktu, który ma podjąć system prowadząc rozmowę.
Wejście: Reprezentacja stanu dialogu (rama)
Wyjście: Akt systemu (rama)
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"""
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def __init__(self, dst):
self.DST = dst
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def chooseTactic(self) -> SystemAct:
dialogue_state, last_user_act, last_system_act = self.DST.get_dialogue_state()
slots = self.DST.get_dialogue_slots()
# stan dodawania spotkania
if dialogue_state == UserActType.CREATE_MEETING:
if not last_system_act:
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
elif 'place' not in slots:
return SystemAct(SystemActType.REQUEST, ['place'])
elif 'description' not in slots:
return SystemAct(SystemActType.REQUEST, ['description'])
elif 'participants' not in slots:
return SystemAct(SystemActType.REQUEST, ['participants'])
else:
return SystemAct(SystemActType.CONFIRM_DOMAIN, slots)
elif last_system_act.getActType() == SystemActType.REQUEST:
if last_user_act == UserActType.NEGATE:
slot_type = last_system_act.getActParams()[0]
if slot_type not in ['date', 'time']:
self.DST.insert_empty_slot(slot_type)
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
elif 'place' not in slots:
return SystemAct(SystemActType.REQUEST, ['place'])
elif 'description' not in slots:
return SystemAct(SystemActType.REQUEST, ['description'])
elif 'participants' not in slots:
return SystemAct(SystemActType.REQUEST, ['participants'])
else:
return SystemAct(SystemActType.CONFIRM_DOMAIN, slots)
elif last_system_act.getActType() == SystemActType.CONFIRM_DOMAIN:
if last_user_act == UserActType.CONFIRM:
system_act = SystemAct(SystemActType.AFFIRM, ['create_meeting'])
# implementacja wpisywanie spotkania do bazy
self.DST.clear()
return system_act
elif last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
else:
return SystemAct(SystemActType.NOT_UNDERSTOOD, [])
# stan edycji spotkania
elif dialogue_state == UserActType.UPDATE_MEETING:
meeting_to_update = False
if not last_system_act:
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
else:
# implementacja wyszukiwania odpowiedniego spotkania w bazie
return SystemAct(SystemActType.CONFIRM_DOMAIN, ['meeting_to_update'])
elif last_system_act.getActType() == SystemActType.REQUEST:
if not meeting_to_update:
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
else:
# implementacja wyszukiwania odpowiedniego spotkania w bazie
return SystemAct(SystemActType.CONFIRM_DOMAIN, ['meeting_to_update'])
else:
if last_user_act == UserActType.NEGATE:
slot_type = last_system_act.getActParams()[0]
if slot_type not in ['date', 'time']:
self.DST.insert_empty_slot(slot_type)
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
elif 'place' not in slots:
return SystemAct(SystemActType.REQUEST, ['place'])
elif 'description' not in slots:
return SystemAct(SystemActType.REQUEST, ['description'])
elif 'participants' not in slots:
return SystemAct(SystemActType.REQUEST, ['participants'])
else:
return SystemAct(SystemActType.CONFIRM_DOMAIN, slots)
elif last_system_act.getActType() == SystemActType.CONFIRM_DOMAIN:
if meeting_to_update:
if last_user_act == UserActType.CONFIRM:
meeting_to_update = False
self.DST.clear()
return SystemAct(SystemActType.AFFIRM, ['update_meeting'])
elif last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
meeting_to_update = False
if not meeting_to_update:
if last_user_act == UserActType.CONFIRM:
meeting_to_update = True
self.DST.clear_slots()
return SystemAct(SystemActType.REQUEST, ['date'])
elif last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
else:
return SystemAct(SystemActType.NOT_UNDERSTOOD, [])
# stan anulowania spotkania
elif dialogue_state == UserActType.CANCEL_MEETING:
if not last_system_act:
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
else:
# implementacja wyszukiwania odpowiedniego spotkania w bazie
return SystemAct(SystemActType.CONFIRM_DOMAIN, ['cancel_meeting'])
elif last_system_act.getActType() == SystemActType.REQUEST:
if 'date' not in slots:
return SystemAct(SystemActType.REQUEST, ['date'])
elif 'time' not in slots:
return SystemAct(SystemActType.REQUEST, ['time'])
else:
# implementacja wyszukiwania odpowiedniego spotkania w bazie
return SystemAct(SystemActType.CONFIRM_DOMAIN, ['cancel_meeting'])
elif last_system_act.getActType() == SystemActType.CONFIRM_DOMAIN:
if last_user_act == UserActType.CONFIRM:
system_act = SystemAct(SystemActType.AFFIRM, ['cancel_meeting'])
# implementacja usuwania spotkania z bazy
self.DST.clear()
return system_act
elif last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
else:
return SystemAct(SystemActType.NOT_UNDERSTOOD, [])
# stan prośby o listę spotkań
elif dialogue_state == UserActType.MEETING_LIST:
if last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
else:
if 'date' in slots:
system_act = SystemAct(SystemActType.MEETING_LIST, slots)
self.DST.clear()
return system_act
else:
return SystemAct(SystemActType.REQUEST, ['date'])
# stan prośby o czas wolny
elif dialogue_state == UserActType.FREE_TIME:
if last_user_act == UserActType.NEGATE:
self.DST.clear()
return SystemAct(SystemActType.REQMORE, [])
else:
if 'date' in slots:
system_act = SystemAct(SystemActType.FREE_TIME, slots)
self.DST.clear()
return system_act
else:
return SystemAct(SystemActType.REQUEST, ['date'])
# brak określonego stanu
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else:
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if last_user_act == UserActType.HELLO:
return SystemAct(SystemActType.WELCOME_MSG, [])
elif last_user_act == UserActType.BYE:
return SystemAct(SystemActType.BYE, [])
elif last_user_act == UserActType.THANKYOU:
return SystemAct(SystemActType.REQMORE, [])
else:
return SystemAct(SystemActType.NOT_UNDERSTOOD, [])