aitech-sd-lab/DST_DP_lab_9-10/DST.py

from dialogue_state import default_state
import json
from convlab2.dst.dst import DST as CL2DST
from convlab2.dst.rule.multiwoz.dst_util import normalize_value
# from convlab2.util.multiwoz.multiwoz_slot_trans import REF_SYS_DA

REF_SYS_DA = {
    'Cinema': {
               'Type': 'type','Price': 'price','Stars': 'stars',
        'Name': 'name','Day': 'day','People': 'people','Movie': 'movie',
        'E-mail': 'e-mail', 'none': None
        },
    }

# Monitor stanu dialogu
class DST(CL2DST):
    def __init__(self):
        CL2DST.__init__(self)
        self.state = default_state()
        self.value_dict = json.load(open('value_dict.json'))

    def update(self, user_act=None):
        for intent, domain, slot, value in user_act:
            domain = domain.lower()
            intent = intent.lower()

            if domain in ['unk', 'general', 'booking']:
                continue

            if intent == 'inform':
                k = REF_SYS_DA[domain.capitalize()].get(slot, slot)

                if k is None:
                    continue

                domain_dic = self.state['belief_state'][domain]

                if k in domain_dic['semi']:
                    nvalue = normalize_value(self.value_dict, domain, k, value)
                    self.state['belief_state'][domain]['semi'][k] = nvalue
                elif k in domain_dic['book']:
                    self.state['belief_state'][domain]['book'][k] = value
                elif k.lower() in domain_dic['book']:
                    self.state['belief_state'][domain]['book'][k.lower()] = value
            elif intent == 'request':
                k = REF_SYS_DA[domain.capitalize()].get(slot, slot)

                if domain not in self.state['request_state']:
                    self.state['request_state'][domain] = {}
                if k not in self.state['request_state'][domain]:
                    self.state['request_state'][domain][k] = 0

        return self.state

    def init_session(self):
        self.state = default_state()


# Przykładowe uruchomienie dla kodu jeszcze bez zmian pod rezerwację biletów kinowych
"""
dst = DST()
print(dst.state)

dst.update([['Inform', 'Cinema', 'Price', '15 zł'], ['Inform', 'Cinema', 'Movie', 'Batman']])
print(dst.state['belief_state']['cinema'])
"""