def _getGlobal(self, belief, global_summary):
act = 'null()'
if global_summary['GLOBAL_BYCONSTRAINTS'] > 0.5 and\
global_summary['GLOBAL_COUNT80'] > 3:
act = DMUtils.getGlobalAction(belief, 'INFORM_BYNAME', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_BYALTERNATIVES'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_ALTERNATIVES', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_BYNAME'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_REQUESTED', domainUtil=self.domainUtil )
elif global_summary['GLOBAL_FINISHED'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'BYE', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_REPEAT'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_REPEAT', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_REQMORE'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_BYNAME', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_THANKYOU'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'REQMORE', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_ACK'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'REQMORE', domainUtil=self.domainUtil)
elif global_summary['GLOBAL_RESTART'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'RESTART', domainUtil=self.domainUtil)
if act != 'null()':
return True, act
return False, act
def getRestart(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
if global_summary["GLOBAL_RESTART"] > 0.5:
act = DMUtils.getGlobalAction(belief, "RESTART", self.domainUtil)
if act != "null()":
done = True
return done, act
def getBye(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
if global_summary["GLOBAL_FINISHED"] > 0.5:
act = DMUtils.getGlobalAction(belief, "BYE", self.domainUtil)
if act != "null()":
done = True
return done, act
def getReqMore(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
# if global_summary['GLOBAL_ACK'] > 0.5 or global_summary['GLOBAL_THANKYOU']>0.5:
act = DMUtils.getGlobalAction(belief, "REQMORE", self.domainUtil)
if act != "null()":
done = True
return done, act
def getInformAlternatives(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
if global_summary["GLOBAL_BYALTERNATIVES"] > 0.5:
act = DMUtils.getGlobalAction(belief, "INFORM_ALTERNATIVES", self.domainUtil)
if act != "null()":
done = True
return done, act
def getInformRequested(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
if global_summary["GLOBAL_BYNAME"] > 0.5:
act = DMUtils.getGlobalAction(belief, "INFORM_REQUESTED", self.domainUtil)
if act != "null()":
done = True
return done, act
def getRestart(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
if global_summary['GLOBAL_RESTART'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'RESTART', self.domainUtil)
if act != 'null()':
done = True
return done, act
def getBye(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
if global_summary['GLOBAL_FINISHED'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'BYE', self.domainUtil)
if act != 'null()':
done = True
return done, act
def getReqMore(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
#if global_summary['GLOBAL_ACK'] > 0.5 or global_summary['GLOBAL_THANKYOU']>0.5:
act = DMUtils.getGlobalAction(belief, 'REQMORE', self.domainUtil)
if act != 'null()':
done = True
return done, act
def getInformRequested(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
if global_summary['GLOBAL_BYNAME'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_REQUESTED',
self.domainUtil)
if act != 'null()':
done = True
return done, act
def getInformAlternatives(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
if global_summary['GLOBAL_BYALTERNATIVES'] > 0.5:
act = DMUtils.getGlobalAction(belief, 'INFORM_ALTERNATIVES',
self.domainUtil)
if act != 'null()':
done = True
return done, act
def _getGlobal(self, belief, global_summary):
act = 'null()'
if global_summary['GLOBAL_BYCONSTRAINTS'] > 0.5 and\
global_summary['GLOBAL_COUNT80'] > 3:
act = DMUtils.getGlobalAction(belief,
'INFORM_BYNAME',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_BYALTERNATIVES'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'INFORM_ALTERNATIVES',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_BYNAME'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'INFORM_REQUESTED',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_FINISHED'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'BYE',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_REPEAT'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'INFORM_REPEAT',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_REQMORE'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'INFORM_BYNAME',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_THANKYOU'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'REQMORE',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_ACK'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'REQMORE',
domainUtil=self.domainUtil)
elif global_summary['GLOBAL_RESTART'] > 0.5:
act = DMUtils.getGlobalAction(belief,
'RESTART',
domainUtil=self.domainUtil)
if act != 'null()':
return True, act
return False, act
def getInformByName(self, belief):
"""
"""
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = "null()"
if (
global_summary["GLOBAL_BYCONSTRAINTS"]
> 0.5 # or global_summary['GLOBAL_BYNAME'] >0 or global_summary['GLOBAL_BYALTERNATIVES'] > 0.5
) and global_summary["GLOBAL_COUNT80"] > 3:
act = DMUtils.getGlobalAction(belief, "INFORM_BYNAME", self.domainUtil)
if act != "null()":
done = True
return done, act
def getInformByName(self, belief):
'''
'''
global_summary = SummaryMapping.globalSummary(belief, self.domainUtil)
done = False
act = 'null()'
if (global_summary['GLOBAL_BYCONSTRAINTS'] > 0.5 #or global_summary['GLOBAL_BYNAME'] >0 or global_summary['GLOBAL_BYALTERNATIVES'] > 0.5
) and\
global_summary['GLOBAL_COUNT80'] > 3:
act = DMUtils.getGlobalAction(belief, 'INFORM_BYNAME',
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
