def _updateDBfeatures(self, belief, eType):
features = []
for numAccepted in range(1, 6):
temp = SummaryUtils.actionSpecificInformSummary(
belief, numAccepted, eType)
features += temp
return features
def work_entity_retrieval(self, belief, global_summary):
'''
'''
array_slot_summary = SummaryUtils.arraySlotSummary(belief, self.domainString)
logger.debug(str(global_summary))
logger.debug('HDC policy: getGlobal')
done, output = self._getGlobal(belief, global_summary)
if not done:
logger.debug('HDC policy: getConfirmSelect')
done, output = self._getConfirmSelect(belief, array_slot_summary)
if not done:
logger.debug('HDC policy: getInform')
inform_summary = []
for num_accepted in range(1, MAX_NUM_ACCEPTED+1):
temp = SummaryUtils.actionSpecificInformSummary(belief, num_accepted, self.domainString)
inform_summary.append(temp)
done, output = self._getInform(belief, global_summary, inform_summary)
if not done:
logger.debug('HDC policy: getRequest')
done, output = self._getRequest(belief, array_slot_summary)
if not done:
logger.warning("HDCPolicy couldn't find action: execute reqmore().")
output = 'reqmore()'
if output == 'badact()' or output == 'null()':
logger.warning('HDCPolicy chose bad or null action')
output = 'null()'
if self.use_confreq:
#TODO - known problem here if use_confreq is True (ie being used) FIXME
output = PolicyUtils.add_venue_count(output, belief)
return output
def _updateMactFeat(self, last_feature, lastact):
'''
Add features into self.prevstate - recording actions taken by machine
:param last_feature: last system state features
:type last_feature: dict
:param lastact: last system dialgoue act
:type lastact: string
:return: None
'''
features = {}
if self.turn == 0:
features['lastInformedVenue'] = ''
features['informedVenueSinceNone'] = []
features['lastActionInformNone'] = False
features['offerHappened'] = False
else:
last_system_act = dact.ParseAct(lastact, user=False)
# lastInformedVenue
current_informed_venue = BeliefTrackingUtils._getCurrentInformedVenue(last_system_act)
current_informed_venue = self._list2str_bugfix(current_informed_venue)
if current_informed_venue != '':
features['lastInformedVenue'] = current_informed_venue
elif last_feature != None and last_feature['lastInformedVenue'] != None:
features['lastInformedVenue'] = last_feature['lastInformedVenue']
# informedVenueSinceNone
if last_feature['informedVenueSinceNone'] == None or \
last_system_act == None or BeliefTrackingUtils._hasType(last_system_act, 'canthelp'):
informedVenueSinceNone = []
else:
informedVenueSinceNone = last_feature['informedVenueSinceNone']
if BeliefTrackingUtils._hasTypeSlot(last_system_act, 'offer', 'name'):
venue = BeliefTrackingUtils._getTypeSlot(last_system_act, 'offer', 'name')
venue = self._list2str_bugfix(venue)
informedVenueSinceNone.append(venue)
features['informedVenueSinceNone'] = informedVenueSinceNone
# lastActionInformNone
if BeliefTrackingUtils._hasType(last_system_act, 'canthelp'):
features['lastActionInformNone'] = True
else:
features['lastActionInformNone'] = False
# offerhappened
if BeliefTrackingUtils._hasTypeSlot(last_system_act, 'offer', 'name'):
features['offerHappened'] = True
else:
features['offerHappened'] = False
# inform_info
features['inform_info'] = []
for numAccepted in range(1,6):
temp = SummaryUtils.actionSpecificInformSummary(self.prevbelief, numAccepted, self.domainString)
features['inform_info'] += temp
self.prevbelief['features'] = features