async def execute_luis_query(
luis_recognizer: LuisRecognizer,
turn_context: TurnContext) -> (Intent, object):
"""
Returns an object with preformatted LUIS results for the bot's dialogs to consume.
"""
result = None
intent = None
try:
recognizer_result = await luis_recognizer.recognize(turn_context)
intent = (sorted(
recognizer_result.intents,
key=recognizer_result.intents.get,
reverse=True,
)[:1][0] if recognizer_result.intents else None)
if intent == Intent.BOOK_FLIGHT.value:
result = BookingDetails()
# We need to get the result from the LUIS JSON which at every level returns an array.
to_entities = recognizer_result.entities.get("$instance",
{}).get("To", [])
if len(to_entities) > 0:
if recognizer_result.entities.get("To", [{
"$instance": {}
}])[0]["$instance"]:
result.destination = to_entities[0]["text"].capitalize(
)
else:
result.unsupported_airports.append(
to_entities[0]["text"].capitalize())
from_entities = recognizer_result.entities.get(
"$instance", {}).get("From", [])
if len(from_entities) > 0:
if recognizer_result.entities.get("From", [{
"$instance": {}
}])[0]["$instance"]:
result.origin = from_entities[0]["text"].capitalize()
else:
result.unsupported_airports.append(
from_entities[0]["text"].capitalize())
budget_entities = recognizer_result.entities.get(
"$instance", {}).get("budget", [])
print("luis_helper.py :", budget_entities)
print("Voici le budget :",
budget_entities[0]["text"].capitalize())
if len(budget_entities) > 0:
if budget_entities[0].get("text", ''):
result.budget = budget_entities[0]["text"].capitalize()
else:
result.budget = ""
# This value will be a TIMEX. And we are only interested in a Date so grab the first result and drop
# the Time part. TIMEX is a format that represents DateTime expressions that include some ambiguity.
# e.g. missing a Year.
date_entities = recognizer_result.entities.get("datetime", [])
if date_entities:
timex = date_entities[0]["timex"]
if timex:
datetime = timex[0].split("T")[0]
result.from_date = datetime
else:
result.from_date = None
except Exception as exception:
print(exception)
return intent, result
async def execute_luis_query(
luis_recognizer: LuisRecognizer,
turn_context: TurnContext) -> (Intent, object):
"""
Returns an object with preformatted LUIS results for the bot's dialogs to consume.
"""
result = None
intent = None
try:
recognizer_result = await luis_recognizer.recognize(turn_context)
intent = LuisRecognizer.top_intent(recognizer_result)
#ajout ---
#retult = recognizer_result.properties["recognizerResult"]
#await turn_context.send_activity(f" Luis Result {recognizer_result.entities}")
#-------------------------
#intent = (
#sorted(
#recognizer_result.intents,
#key=recognizer_result.intents.get,
#reverse=True,
#)[:1][0]
#if recognizer_result.intents
#else None
#)
if intent == Intent.BOOK_FLIGHT.value:
result = BookingDetails()
# We need to get the result from the LUIS JSON which at every level returns an array.
to_entities = recognizer_result.entities.get("$instance",
{}).get("To", [])
if len(to_entities) > 0:
result.destination = to_entities[0]["text"].capitalize()
from_entities = recognizer_result.entities.get(
"$instance", {}).get("From", [])
if len(from_entities) > 0:
result.origin = from_entities[0]["text"].capitalize()
budget_entities = recognizer_result.entities.get(
"$instance", {}).get("budget", [])
if len(budget_entities) > 0:
result.budget = budget_entities[0]["text"]
# This value will be a TIMEX. And we are only interested in a Date so grab the first result and drop
# the Time part. TIMEX is a format that represents DateTime expressions that include some ambiguity.
# e.g. missing a Year.
date_entities = recognizer_result.entities.get("str_date", [])
if date_entities:
timex = date_entities[0]["datetime"][0]["timex"]
if timex:
datetime = timex[0].split("T")[0]
result.travel_date = datetime
else:
result.travel_date = None
date_return_entities = recognizer_result.entities.get(
"$instance", {}).get("end_date", [])
if date_return_entities:
timex = date_return_entities[0]["datetime"][0]["timex"]
if timex:
datetime = timex[0].split("T")[0]
result.return_date = datetime
else:
result.return_date = None
except Exception as exception:
print(exception)
return intent, result