def getInform(self, belief):
'''
'''
act = "null()"
done = False
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
inform_summary = []
for num_accepted in range(1, MAX_NUM_ACCEPTED + 1):
inform_summary.append(
SummaryMapping.actionSpecificInformSummary(
belief, num_accepted, self.domainUtil))
count80 = global_summary['GLOBAL_COUNT80']
offer_happened = global_summary['GLOBAL_OFFERHAPPENED']
if count80 >= MAX_NUM_ACCEPTED:
count80 = MAX_NUM_ACCEPTED - 1
arr = inform_summary[count80]
first = arr[0] # True if there is no matching entities
second = arr[1] # True if there is one matching entities
#third = arr[2] # True if there is two~four matching entities
discr = arr[4] # True if we can discriminate more
requested_slots = DMUtils.getRequestedSlots(belief)
#if (first or second or not discr or count80 >= len(Settings.ontology['system_requestable'])) and len(requested_slots)==0:
act = DMUtils.getInformAction(count80, belief, self.domainUtil)
if act != "null()":
done = True
return [done, act]
def getInform(self, belief):
"""
"""
act = "null()"
done = False
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
inform_summary = []
for num_accepted in range(1, MAX_NUM_ACCEPTED + 1):
inform_summary.append(SummaryMapping.actionSpecificInformSummary(belief, num_accepted, self.domainUtil))
count80 = global_summary["GLOBAL_COUNT80"]
offer_happened = global_summary["GLOBAL_OFFERHAPPENED"]
if count80 >= MAX_NUM_ACCEPTED:
count80 = MAX_NUM_ACCEPTED - 1
arr = inform_summary[count80]
first = arr[0] # True if there is no matching entities
second = arr[1] # True if there is one matching entities
# third = arr[2] # True if there is two~four matching entities
discr = arr[4] # True if we can discriminate more
requested_slots = DMUtils.getRequestedSlots(belief)
# if (first or second or not discr or count80 >= len(Settings.ontology['system_requestable'])) and len(requested_slots)==0:
act = DMUtils.getInformAction(count80, belief, self.domainUtil)
if act != "null()":
done = True
return [done, act]
def _getInform(self, belief, global_summary, inform_summary):
act = 'null()'
count80 = global_summary['GLOBAL_COUNT80']
offer_happened = global_summary['GLOBAL_OFFERHAPPENED']
if count80 >= MAX_NUM_ACCEPTED:
count80 = MAX_NUM_ACCEPTED - 1
arr = inform_summary[count80]
first = arr[0] # True if there is no matching entities
second = arr[1] # True if there is one matching entities
#third = arr[2] # True if there is two~four matching entities
discr = arr[4] # True if we can discriminate more
logger.debug(
'%d among %d slots are accepted (>=0.8 belief).' %
(count80, len(self.domainUtil.sorted_system_requestable_slots)))
#logger.debug('%d among %d slots are accepted (>=0.8 belief).' % (count80, len(Settings.ontology['system_requestable'])))
if first or second or not discr or count80 >= len(
self.domainUtil.ontology['system_requestable']):
# If this inform gives either 0 or 1 or we've found everything we can ask about
logger.debug(
'Trying to get inform action, have enough accepted slots.')
logger.debug('Is there no matching entity? %s.' % str(first))
logger.debug('Is there only one matching entity? %s.' %
str(second))
logger.debug('Can we discriminate more? %s.' % str(discr))
requested_slots = DMUtils.getRequestedSlots(belief)
if len(requested_slots) > 0 and offer_happened:
logger.debug('Getting inform requested action.')
act = DMUtils.getGlobalAction(belief,
'INFORM_REQUESTED',
domainUtil=self.domainUtil)
else:
logger.debug(
'Getting inform exact action with %d accepted slots.' %
count80)
act = DMUtils.getInformAction(count80,
belief,
domainUtil=self.domainUtil)
if act != 'null()':
return True, act
return False, act
def _getInform(self, belief, global_summary, inform_summary):
act = 'null()'
count80 = global_summary['GLOBAL_COUNT80']
offer_happened = global_summary['GLOBAL_OFFERHAPPENED']
if count80 >= MAX_NUM_ACCEPTED:
count80 = MAX_NUM_ACCEPTED - 1
arr = inform_summary[count80]
first = arr[0] # True if there is no matching entities
second = arr[1] # True if there is one matching entities
#third = arr[2] # True if there is two~four matching entities
discr = arr[4] # True if we can discriminate more
logger.debug('%d among %d slots are accepted (>=0.8 belief).' % (count80, len(self.domainUtil.sorted_system_requestable_slots)))
#logger.debug('%d among %d slots are accepted (>=0.8 belief).' % (count80, len(Settings.ontology['system_requestable'])))
if first or second or not discr or count80 >= len(self.domainUtil.ontology['system_requestable']):
# If this inform gives either 0 or 1 or we've found everything we can ask about
logger.debug('Trying to get inform action, have enough accepted slots.')
logger.debug('Is there no matching entity? %s.' % str(first))
logger.debug('Is there only one matching entity? %s.' % str(second))
logger.debug('Can we discriminate more? %s.' % str(discr))
requested_slots = DMUtils.getRequestedSlots(belief)
if len(requested_slots) > 0 and offer_happened:
logger.debug('Getting inform requested action.')
act = DMUtils.getGlobalAction(belief, 'INFORM_REQUESTED', domainUtil=self.domainUtil)
else:
logger.debug('Getting inform exact action with %d accepted slots.' % count80)
act = DMUtils.getInformAction(count80, belief, domainUtil=self.domainUtil)
if act != 'null()':
return True, act
return False, act
