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August 3, 2020 17:38
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""" | |
This sample demonstrates an implementation of the Lex Code Hook Interface | |
in order to serve a sample bot which manages orders for flowers. | |
Bot, Intent, and Slot models which are compatible with this sample can be found in the Lex Console | |
as part of the 'OrderFlowers' template. | |
For instructions on how to set up and test this bot, as well as additional samples, | |
visit the Lex Getting Started documentation http://docs.aws.amazon.com/lex/latest/dg/getting-started.html. | |
""" | |
import math | |
import dateutil.parser | |
import datetime | |
import time | |
import os | |
import logging | |
logger = logging.getLogger() | |
logger.setLevel(logging.DEBUG) | |
""" --- Helpers to build responses which match the structure of the necessary dialog actions --- """ | |
def get_slots(intent_request): | |
return intent_request['currentIntent']['slots'] | |
def elicit_slot(session_attributes, intent_name, slots, slot_to_elicit, message): | |
return { | |
'sessionAttributes': session_attributes, | |
'dialogAction': { | |
'type': 'ElicitSlot', | |
'intentName': intent_name, | |
'slots': slots, | |
'slotToElicit': slot_to_elicit, | |
'message': message | |
} | |
} | |
def close(session_attributes, fulfillment_state, message): | |
response = { | |
'sessionAttributes': session_attributes, | |
'dialogAction': { | |
'type': 'Close', | |
'fulfillmentState': fulfillment_state, | |
'message': message | |
} | |
} | |
return response | |
def delegate(session_attributes, slots): | |
return { | |
'sessionAttributes': session_attributes, | |
'dialogAction': { | |
'type': 'Delegate', | |
'slots': slots | |
} | |
} | |
""" --- Helper Functions --- """ | |
def parse_int(n): | |
try: | |
return int(n) | |
except ValueError: | |
return float('nan') | |
def build_validation_result(is_valid, violated_slot, message_content): | |
if message_content is None: | |
return { | |
"isValid": is_valid, | |
"violatedSlot": violated_slot, | |
} | |
return { | |
'isValid': is_valid, | |
'violatedSlot': violated_slot, | |
'message': {'contentType': 'PlainText', 'content': message_content} | |
} | |
def isvalid_date(date): | |
try: | |
dateutil.parser.parse(date) | |
return True | |
except ValueError: | |
return False | |
def validate_order_flowers(flower_type, date, pickup_time): | |
flower_types = ['lilies', 'roses', 'tulips'] | |
if flower_type is not None and flower_type.lower() not in flower_types: | |
return build_validation_result(False, | |
'FlowerType', | |
'We do not have {}, would you like a different type of flower? ' | |
'Our most popular flowers are roses'.format(flower_type)) | |
if date is not None: | |
if not isvalid_date(date): | |
return build_validation_result(False, 'PickupDate', 'I did not understand that, what date would you like to pick the flowers up?') | |
elif datetime.datetime.strptime(date, '%Y-%m-%d').date() <= datetime.date.today(): | |
return build_validation_result(False, 'PickupDate', 'You can pick up the flowers from tomorrow onwards. What day would you like to pick them up?') | |
if pickup_time is not None: | |
if len(pickup_time) != 5: | |
# Not a valid time; use a prompt defined on the build-time model. | |
return build_validation_result(False, 'PickupTime', None) | |
hour, minute = pickup_time.split(':') | |
hour = parse_int(hour) | |
minute = parse_int(minute) | |
if math.isnan(hour) or math.isnan(minute): | |
# Not a valid time; use a prompt defined on the build-time model. | |
return build_validation_result(False, 'PickupTime', None) | |
if hour < 10 or hour > 16: | |
# Outside of business hours | |
return build_validation_result(False, 'PickupTime', 'Our business hours are from ten a m. to five p m. Can you specify a time during this range?') | |
return build_validation_result(True, None, None) | |
""" --- Functions that control the bot's behavior --- """ | |
def order_flowers(intent_request): | |
""" | |
Performs dialog management and fulfillment for ordering flowers. | |
Beyond fulfillment, the implementation of this intent demonstrates the use of the elicitSlot dialog action | |
in slot validation and re-prompting. | |
""" | |
flower_type = get_slots(intent_request)["FlowerType"] | |
date = get_slots(intent_request)["PickupDate"] | |
pickup_time = get_slots(intent_request)["PickupTime"] | |
source = intent_request['invocationSource'] | |
if source == 'DialogCodeHook': | |
# Perform basic validation on the supplied input slots. | |
# Use the elicitSlot dialog action to re-prompt for the first violation detected. | |
slots = get_slots(intent_request) | |
validation_result = validate_order_flowers(flower_type, date, pickup_time) | |
if not validation_result['isValid']: | |
slots[validation_result['violatedSlot']] = None | |
return elicit_slot(intent_request['sessionAttributes'], | |
intent_request['currentIntent']['name'], | |
slots, | |
validation_result['violatedSlot'], | |
validation_result['message']) | |
# Pass the price of the flowers back through session attributes to be used in various prompts defined | |
# on the bot model. | |
output_session_attributes = intent_request['sessionAttributes'] if intent_request['sessionAttributes'] is not None else {} | |
if flower_type is not None: | |
output_session_attributes['Price'] = len(flower_type) * 5 # Elegant pricing model | |
return delegate(output_session_attributes, get_slots(intent_request)) | |
# Order the flowers, and rely on the goodbye message of the bot to define the message to the end user. | |
# In a real bot, this would likely involve a call to a backend service. | |
return close(intent_request['sessionAttributes'], | |
'Fulfilled', | |
{'contentType': 'PlainText', | |
'content': 'Thanks, your order for {} has been placed and will be ready for pickup by {} on {}'.format(flower_type, pickup_time, date)}) | |
""" --- Intents --- """ | |
def dispatch(intent_request): | |
""" | |
Called when the user specifies an intent for this bot. | |
""" | |
logger.debug('dispatch userId={}, intentName={}'.format(intent_request['userId'], intent_request['currentIntent']['name'])) | |
intent_name = intent_request['currentIntent']['name'] | |
# Dispatch to your bot's intent handlers | |
if intent_name == 'OrderFlowers': | |
return order_flowers(intent_request) | |
raise Exception('Intent with name ' + intent_name + ' not supported') | |
""" --- Main handler --- """ | |
def lambda_handler(event, context): | |
""" | |
Route the incoming request based on intent. | |
The JSON body of the request is provided in the event slot. | |
""" | |
# By default, treat the user request as coming from the America/New_York time zone. | |
os.environ['TZ'] = 'America/New_York' | |
time.tzset() | |
logger.debug('event.bot.name={}'.format(event['bot']['name'])) | |
return dispatch(event) |
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