-
Notifications
You must be signed in to change notification settings - Fork 0
/
lamda-function.py
524 lines (423 loc) · 16.1 KB
/
lamda-function.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
import time
import os
import logging
import json
import boto3
from boto3.dynamodb.conditions import Key, Attr
import uuid
import dateutil.parser
import datetime
import re
import math
# Logger
logger = logging.getLogger()
logger.setLevel(logging.DEBUG)
# Establish credentials
# DynamoDB tables, read lambda function environment variables or initialize with defaults if they not exist.
session_var = boto3.session.Session()
credentials = session_var.get_credentials()
# Init DynamoDB params
MOVIE_TABLE = os.getenv('MOVIE_TABLE', default='DummyMovie')
ORDER_TABLE = os.getenv('ORDER_TABLE', default='DummyOrder')
# Init DynamoDB Client
dynamodb = boto3.client("dynamodb")
sns = boto3.client('sns')
##############################################################################################
# Functions
# --- Helpers that build all of the responses ---
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 confirm_intent(session_attributes, intent_name, slots, message):
return {
'sessionAttributes': session_attributes,
'dialogAction': {
'type': 'ConfirmIntent',
'intentName': intent_name,
'slots': slots,
'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 safe_ex(func):
"""
Call passed in function in try block. If KeyError is encountered return None.
This function is intended to be used to safely access dictionary.
Note that this function would have negative impact on performance.
"""
try:
return func()
except KeyError:
return None
def rreplace(s: str, old: str, new: str, occ: int):
return new.join(s.rsplit(old, occ))
def parse_int(n):
try:
return int(n)
except ValueError:
return math.nan
def ltostr(a: list):
strList = ', '.join(map(str, a))
strList = rreplace(strList, ', ', ' and ', 1)
return strList
def get_slots(intent_request):
return intent_request['currentIntent']['slots']
def build_validation_result(is_valid: bool, violated_slot: str, message_content: str):
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):
"""
Called to check date arg is in valid format
"""
try:
dateutil.parser.parse(date)
return True
except ValueError:
return False
def isvalid_mobile(mobile):
"""
Called to check mobile arg is in valid format
"""
rule = re.compile(r'(^[+0-9]{1,3})*([0-9]{10,11}$)')
return True if rule.match(mobile) else False
""" --- Functions that interact with other services (backend functions) --- """
def get_movie_names() -> list:
"""
Called to get a list of available movie.
"""
# Getting the Movie. In a real application, this would likely involve a call to a backend service.
return [name.lower() for name in ['Clarie', 'Wanda Vision']]
def get_movie_id(movie_name: str, theater_name: str):
"""
Called to read the movieId from DynamoDB refering to a specific flavor of a movie.
"""
movie_name = movie_name.lower()
theater_name = theater_name.lower()
movie_details = dynamodb.query(
TableName=MOVIE_TABLE,
IndexName='movieName-theaterName-index',
KeyConditionExpression='movieName = :mName AND theaterName = :tName',
ExpressionAttributeValues={
':mName': {
"S": movie_name
},
':tName': {
"S": theater_name
}
}
)
if len(movie_details['Items']) != 0:
return parse_int(movie_details['Items'][0]['movieId']['N'])
return None
def get_theater_names(movie_name: str) -> list:
"""
Called to get a list of theater names for a specific movie.
"""
movie_name = movie_name.lower()
theater_details = dynamodb.query(
TableName=MOVIE_TABLE,
IndexName='movieName-theaterName-index',
KeyConditionExpression='movieName = :mName',
ExpressionAttributeValues={
':mName': {
"S": movie_name
}
}
)
logger.debug(f'Available {movie_name} in: {json.dumps(theater_details)}')
theater_names = [str(detail['theaterName']['S']).lower()
for detail in theater_details['Items']]
return theater_names
""" --- Functions that validate input --- """
def validate_movie(movie):
"""
Called to validate the MovieName slot.
"""
if movie is not None:
movies = get_movie_names()
if movie.lower() not in movies:
movie_names = ltostr(movies)
return build_validation_result(
False,
'MovieName',
f'Showtime for the {movie.capitalize()} is not available. You can choose currently available movies {movie_names.capitalize()}.'
)
return build_validation_result(True, None, None)
def validate_theater(movie, theater):
"""
Called to validate the TheaterName slot.
"""
if theater is not None:
theaters = get_theater_names(movie)
if theater.lower() not in theaters:
theater_names = ltostr(theaters)
return build_validation_result(
False,
'TheaterName',
f'Showtime in theater {theater.capitalize()} is not available. You can choose one from {theater_names.capitalize()}.'
)
return build_validation_result(True, None, None)
def validate_tickets_quantity(book_quantity):
"""
Called to validate the TicketCount slot.
"""
logger.debug(f'Quantity {book_quantity}')
if book_quantity is not None:
if parse_int(book_quantity) < 0:
return build_validation_result(
False,
'TicketCount',
'Sorry, you should book at least one ticket. How many tickets would you like to book?'
)
elif parse_int(book_quantity) > 10:
return build_validation_result(
False,
'TicketCount',
'Sorry but the maximum order quantity for online tickets is 10. Please contact us directly for larger quantity orders. How many tickets would you like to order instead?'
)
return build_validation_result(True, None, None)
def validate_date(date):
"""
Called to validate the MovieDate slot.
"""
if date is not None:
if not isvalid_date(date):
return build_validation_result(False, 'MovieDate', 'I did not understand date. When would you like to watch your movie?')
if datetime.datetime.strptime(date, '%Y-%m-%d').date() < datetime.date.today():
return build_validation_result(False, 'MovieDate', 'Booking must be scheduled at least one day in advance. Can you try a different date?')
if datetime.datetime.strptime(date, '%Y-%m-%d').date() >= datetime.date.today()+datetime.timedelta(days=30):
return build_validation_result(False, 'MovieDate', 'I can book only upto 1 month in advance. Can you try a date between {} and {}?'.format(datetime.date.today(), datetime.date.today()+datetime.timedelta(days=30)))
return build_validation_result(True, None, None)
def validate_mobile(mobile):
if mobile is not None and not isvalid_mobile(mobile):
return build_validation_result(
False,
'Mobile',
f'{mobile} is not a valid mobile number. Please provide a valid mobile number?'
)
return build_validation_result(True, None, None)
def gen_validate_res(data):
"""
Called to get the list validate slots with all meet-up conditions.
"""
yield validate_movie(data['MovieName'])
yield validate_theater(data['MovieName'], data['TheaterName'])
yield validate_date(data['MovieDate'])
yield validate_tickets_quantity(data['TicketCount'])
yield validate_mobile(data['Mobile'])
def validate_book(data):
"""
Called to validate the slots in BookTickets intent.
"""
if data is not None:
return next((violated for violated
in gen_validate_res(data)
if not violated['isValid']), build_validation_result(True, None, None))
return build_validation_result(True, None, None)
def place_ticket(user_id, movie_id, ticket_count):
"""
Called when the user confirms to place an order within the BookTickets intent.
"""
# Generate order id
order_id = uuid.uuid4()
logger.debug('orderId: {}, userId: {}, movieId: {}, ticketQuantity: {}'.format(
order_id, user_id, movie_id, ticket_count))
# Put order in DynamoDB
dynamodb.put_item(
TableName=ORDER_TABLE,
Item={
'orderId': {
'S': str(order_id)
},
'userId': {
'S': str(user_id)
},
'movieId': {
'N': str(movie_id)
},
'ticketCount': {
'N': str(ticket_count)
}
},
)
return order_id
def send_sns(movie_name, theater_name, movie_date, movie_time, ticket_count, mobile):
"""
Called when the user's order is confirmed to sent a confirmation sns .
"""
msg = 'Your booking is confirmed.\n' \
'Summary of tickets:\n'\
'Movie: ' + movie_name.capitalize() + ' ' \
'\nTheater:' + theater_name.capitalize() + ' ' \
'\nDate: ' + str(movie_date) + ' '+str(movie_time) + ' ' \
'\nTotal ticket: ' + str(ticket_count) + ' ' \
'\n\nThank you for booking with chatbot. '
mobile_str = str(mobile)
if not mobile_str.startswith('+1'):
pass
sns.publish(
PhoneNumber=mobile_str,
Message=msg
)
""" --- Functions that control the bot's behavior (bot intent handler) --- """
def i_book_ticket(intent_request):
"""
Called when the user triggers the BookTickets intent.
"""
source = intent_request['invocationSource']
slots = get_slots(intent_request)
user_id = intent_request['userId'] if intent_request['userId'] is not None else '0'
# Validation
if source == 'DialogCodeHook':
check_res = validate_book(slots)
if not check_res['isValid']:
slots[check_res['violatedSlot']] = None
return elicit_slot(
intent_request['sessionAttributes'],
intent_request['currentIntent']['name'],
slots,
check_res['violatedSlot'],
check_res['message']
)
output_session_attributes = intent_request['sessionAttributes'] if intent_request['sessionAttributes'] is not None else {
}
return delegate(output_session_attributes, get_slots(intent_request))
# Intent fulfillment
# get productId from DynamoDB product table
movie_id = get_movie_id(slots['MovieName'], slots['TheaterName'])
if movie_id is None:
return close(
intent_request['sessionAttributes'],
'Fulfilled',
{
'contentType': 'PlainText',
'content': f"Sorry your book of {slots['TicketCount']} tickets of {slots['TheaterName'].capitalize()} {slots['MovieName'].capitalize()} has not been placed due to a system error. "
"Please try it again later or contact us via win@blah.com"
}
)
# place order into DynamoDB order table and receive orderId in exchange
order_id = place_ticket(user_id, movie_id, slots['TicketCount'])
# send a confirmation sns
send_sns(slots['MovieName'], slots['TheaterName'], slots['MovieDate'],
slots['MovieTime'], slots['TicketCount'], slots['Mobile'])
return close(
intent_request['sessionAttributes'],
'Fulfilled',
{
'contentType': 'PlainText',
'content': "Thank you for ordering through our bot. "
f"You book of {slots['TicketCount']} tickets of {slots['TheaterName'].capitalize()} {slots['MovieName'].capitalize()} has been placed and will be processed "
f"immediately (Order ID: {order_id}). Can I help you with anything else?"
}
)
def i_movie_theater(intent_request):
"""
Called when the user triggers the GetMovieTheater intent.
"""
source = intent_request['invocationSource']
slots = get_slots(intent_request)
# Validation
if source == 'DialogCodeHook':
movieVal = validate_movie(slots['MovieName'])
if not movieVal['isValid']:
slots[movieVal['violatedSlot']] = None
return elicit_slot(
intent_request['sessionAttributes'],
intent_request['currentIntent']['name'],
slots,
movieVal['violatedSlot'],
movieVal['message']
)
# Otherwise, let native DM rules determine how to elicit for slots and prompt for confirmation. Pass price
# back in sessionAttributes once it can be calculated; otherwise clear any setting from sessionAttributes.
output_session_attributes = intent_request['sessionAttributes'] if intent_request['sessionAttributes'] is not None else {
}
return delegate(output_session_attributes, get_slots(intent_request))
# fulfillment
theater_str = ltostr([tName.capitalize()
for tName in get_theater_names(slots['MovieName'])])
return close(
intent_request['sessionAttributes'],
'Fulfilled',
{
'contentType': 'PlainText',
'content': f'Movie {slots["MovieName"].capitalize()} is offering consists of the following theater: {theater_str}.'
}
)
def i_help(intent_request):
"""
Called when the user triggers the Help intent.
"""
# Intent fulfillment
return close(intent_request['sessionAttributes'],
'Fulfilled',
{'contentType': 'PlainText',
'content': "Hi this is lex, your personal assistant. \n"
"- Would you like to book movie tickets? \n"
"- or should I show you a list of available movies for "
"one of the theater?"})
""" --- Dispatch 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 == 'BookTickets':
return i_book_ticket(intent_request)
elif intent_name == 'GetMovieTheater':
return i_movie_theater(intent_request)
elif intent_name == 'Help':
return i_help(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 Pacific timezone.
os.environ['TZ'] = 'America/Los_Angeles'
time.tzset()
logger.info(f'Received event: {event} from {event["bot"]["name"]}')
return dispatch(event)