from modules.dialogue_state import default_state import re # Monitor stanu dialogu class DST: def __init__(self): self.state = default_state() def txt2num(self, text): mapping = {'jeden': '1', 'dwa': '2', 'trzy': '3', 'cztery': '4', 'pięć': '5', 'sześć': '6', 'siedem': '7', 'osiem': '8', 'dziewięć': '9', 'dziesięć': '10'} for key in mapping: if key in text: text = text.replace(key, mapping[key]) return text def update(self, user_act=None): for intent, domain, slot, value in user_act: domain = domain.lower() intent = intent.lower() slot = slot.lower() k = slot if intent == 'inform': if k is None: continue domain_dic = self.state['belief_state'][domain] if k in domain_dic['semi']: if k == 'quantity': value = self.txt2num(value) try: self.state['belief_state'][domain]['semi'][k] += int(re.sub('[^0-9]', '', value)) except: pass elif k == 'tickettype': self.state['belief_state'][domain]['semi'][k] += ' ' + value else: self.state['belief_state'][domain]['semi'][k] = value elif k in domain_dic['book']: if k == 'seat' or k == 'row': self.state['belief_state'][domain]['book'][k] += ' ' + value else: self.state['belief_state'][domain]['book'][k] = value if intent == 'request': 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 self.state['user_action'].append([intent, domain, slot, value]) return self.state def init_session(self): self.state = default_state() # Przykładowe uruchomienie dla kodu w izolacji """ dst = DST() print(dst.state) dst.update([['hello_inform', 'Cinema', 'Price', '15 zł'], ['Inform', 'Cinema', 'Movie', 'Batman']]) print(dst.state) """