def analyze_response(response_data):
"""
Analyze LUIS response
:param response_data: response data
:return: response analyzed
"""
try:
# Retrieve intent
intent = response_data['topScoringIntent']['intent']
score = response_data['topScoringIntent']['score']
log.info('|LUIS| Intent that we got [{}]'.format(intent))
# Initialize answer array
answer = list()
# Check score
if score < SCORE_THRESHOLD:
answer.extend(error.get_message())
return answer
# Select intent
if intent.startswith('Indication.Activity'):
answer.extend(activities.get_message(response_data))
elif intent.startswith('HackUPC'):
answer.extend(hackupc.get_message(response_data))
elif intent.startswith('HardwareLab'):
answer.extend(hardware_lab.get_message(response_data))
elif intent.startswith('Logistics'):
answer.extend(logistics.get_message(response_data))
elif intent.startswith('Meals'):
answer.extend(meals.get_message(response_data))
elif intent.startswith('Mentor'):
answer.extend(mentor.get_message(response_data))
elif intent.startswith('Indication.Place'):
answer.extend(places.get_message(response_data))
elif intent.startswith('Project'):
answer.extend(projects.get_message(response_data))
elif intent.startswith('Smalltalk'):
answer.extend(smalltalk.get_message(response_data))
elif intent.startswith('Sponsors'):
answer.extend(sponsors.get_message(response_data))
elif intent.startswith('Support'):
answer.extend(support.get_message(response_data))
else:
if exists_biene(response_data):
answer.extend(['BIENE'])
else:
answer.extend(error.get_message())
return answer
# Check for biene manually
if exists_biene(response_data):
answer.extend(['BIENE'])
# Return array of answers
return answer
except Exception as e:
# Log error and return default error message
log.error(e)
return error.get_message()
def get_message(response_type):
"""
Return a message from a sponsor intent
:param response_type luis response
"""
with open(
'hackupc/bienebot/responses/places/places_data.json') as json_data:
data = json.load(json_data)
intent = response_type['topScoringIntent']['intent']
list_intent = intent.split('.')
entities = response_type['entities']
# Log stuff
if entities:
log_info = '|RESPONSE| About [{}] getting [{}]'.format(
entities[0]['entity'], list_intent[1])
else:
log_info = '|RESPONSE| No entities about places'
log.info(log_info)
switcher = {'When': when, 'Where': where, 'Help': help_place}
# Get the function from switcher dictionary
func = switcher.get(list_intent[2], lambda: error.get_message())
# Execute the function
return func(data, entities)
def get_message(response_type):
"""
Return a message from a logistics intent.
:param response_type LUIS response.
"""
with open('hackupc/bienebot/responses/logistics/logistics_data.json'
) as json_data:
data = json.load(json_data)
prediction = response_type['prediction']
entities = prediction['entities']
question_type = entities.get('QuestionType', [['When']])[0][0]
if question_type not in ACCEPTED_QUESTION_TYPES:
question_type = 'When'
logistics = entities.get('Logistic', [['']])[0][0]
switcher = {'How': how, 'When': when, 'Where': where}
# Get the function from switcher dictionary
func = switcher.get(question_type, lambda: error.get_message())
# Execute the function
return func(data, logistics)
def get_message(response_type):
"""
Return a message from a sponsor intent.
:param response_type LUIS response.
"""
with open('hackupc/bienebot/responses/sponsors/sponsors_data.json') as json_data:
data = json.load(json_data)
intent = response_type['topScoringIntent']['intent']
list_intent = intent.split('.')
entities = response_type['entities']
# Log stuff
if entities:
entity = entities[0]['entity']
log_info = f'|RESPONSE| About [{entity}] getting [{list_intent[1]}]'
else:
log_info = f'|RESPONSE| Getting [{list_intent[1]}] about all sponsors'
log.debug(log_info)
switcher = {
'Which': which_sponsor,
'Help': help_sponsor,
'AllChallenges': all_challenges_sponsor,
'Where': where,
'Challenge': challenge,
'Contact': contact
}
# Get the function from switcher dictionary
func = switcher.get(list_intent[1], lambda: error.get_message())
# Execute the function
return func(data, entities)
def analyze_response(response_data):
"""
Analyze LUIS response.
:param response_data: Response data to analyze.
:return: Response analyzed.
"""
try:
# Retrieve intent
prediction = response_data['prediction']
intent = prediction['topIntent']
score = prediction['intents'][intent]['score']
log.debug(f'|LUIS| Intent that we got [{intent}]')
# Initialize answer array
answer = list()
# Check score (if score retrieved from the API is lower than the config. value, discard the option and raise error.)
if score < SCORE_THRESHOLD:
answer.extend(error.get_message())
return answer
# Select intent
if intent == 'Indication.Activity':
answer.extend(activities.get_message(response_data))
elif intent == 'HackUPC':
answer.extend(hackupc.get_message(response_data))
elif intent == 'HardwareLab':
answer.extend(hardware_lab.get_message(response_data))
elif intent == 'Logistics':
answer.extend(logistics.get_message(response_data))
elif intent == 'Meals':
answer.extend(meals.get_message(response_data))
elif intent == 'Mentor':
answer.extend(mentor.get_message(response_data))
elif intent == 'Indication.Place':
answer.extend(places.get_message(response_data))
elif intent == 'Project':
answer.extend(projects.get_message(response_data))
elif intent == 'Smalltalk':
answer.extend(smalltalk.get_message(response_data))
elif intent.startswith('Sponsors'):
answer.extend(sponsors.get_message(response_data))
elif intent == 'Support':
answer.extend(support.get_message(response_data))
else:
if exists_biene(response_data):
answer.extend(['BIENE'])
else:
answer.extend(error.get_message())
return answer
# Check for biene manually
if exists_biene(response_data):
answer.extend(['BIENE'])
# Return array of answers
return answer
except Exception as e:
log.exception(e)
return error.get_message()