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import base64
import copy
import dill
import os
import json
import jsonpickle
import pickle
import random
import requests
import mathtext_fastapi.global_state_manager as gsm
from dotenv import load_dotenv
from mathtext_fastapi.nlu import evaluate_message_with_nlu
from mathtext_fastapi.math_quiz_fsm import MathQuizFSM
from mathtext_fastapi.math_subtraction_fsm import MathSubtractionFSM
from supabase import create_client
from transitions import Machine
from scripts.quiz.generators import start_interactive_math
from scripts.quiz.hints import generate_hint
load_dotenv()
SUPA = create_client(
os.environ.get('SUPABASE_URL'),
os.environ.get('SUPABASE_KEY')
)
def pickle_and_encode_state_machine(state_machine):
dump = pickle.dumps(state_machine)
dump_encoded = base64.b64encode(dump).decode('utf-8')
return dump_encoded
def manage_math_quiz_fsm(user_message, contact_uuid, type):
fsm_check = SUPA.table('state_machines').select("*").eq(
"contact_uuid",
contact_uuid
).execute()
# This doesn't allow for when one FSM is present and the other is empty
"""
1
data=[] count=None
2
data=[{'id': 29, 'contact_uuid': 'j43hk26-2hjl-43jk-hnk2-k4ljl46j0ds09', 'addition3': None, 'subtraction': None, 'addition':
- but problem is there is no subtraction , but it's assuming there's a subtration
Cases
- make a completely new record
- update an existing record with an existing FSM
- update an existing record without an existing FSM
"""
print("MATH QUIZ FSM ACTIVITY")
print("user_message")
print(user_message)
# Make a completely new entry
if fsm_check.data == []:
if type == 'addition':
math_quiz_state_machine = MathQuizFSM()
else:
math_quiz_state_machine = MathSubtractionFSM()
messages = [math_quiz_state_machine.response_text]
dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
SUPA.table('state_machines').insert({
'contact_uuid': contact_uuid,
f'{type}': dump_encoded
}).execute()
# Update an existing record with a new state machine
elif not fsm_check.data[0][type]:
if type == 'addition':
math_quiz_state_machine = MathQuizFSM()
else:
math_quiz_state_machine = MathSubtractionFSM()
messages = [math_quiz_state_machine.response_text]
dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
SUPA.table('state_machines').update({
f'{type}': dump_encoded
}).eq(
"contact_uuid", contact_uuid
).execute()
# Update an existing record with an existing state machine
elif fsm_check.data[0][type]:
undump_encoded = base64.b64decode(
fsm_check.data[0][type].encode('utf-8')
)
math_quiz_state_machine = pickle.loads(undump_encoded)
math_quiz_state_machine.student_answer = user_message
math_quiz_state_machine.correct_answer = str(math_quiz_state_machine.correct_answer)
messages = math_quiz_state_machine.validate_answer()
dump_encoded = pickle_and_encode_state_machine(math_quiz_state_machine)
SUPA.table('state_machines').update({
f'{type}': dump_encoded
}).eq(
"contact_uuid", contact_uuid
).execute()
return messages
def retrieve_microlesson_content(context_data, user_message, microlesson, contact_uuid):
if context_data['local_state'] == 'addition-question-sequence' or \
user_message == 'add' or \
microlesson == 'addition':
messages = manage_math_quiz_fsm(user_message, contact_uuid, 'addition')
if user_message == 'exit':
state_label = 'exit'
else:
state_label = 'addition-question-sequence'
input_prompt = messages.pop()
message_package = {
'messages': messages,
'input_prompt': input_prompt,
'state': state_label
}
elif context_data['local_state'] == 'subtraction-question-sequence' or \
user_message == 'subtract' or \
microlesson == 'subtraction':
messages = manage_math_quiz_fsm(user_message, contact_uuid, 'subtraction')
if user_message == 'exit':
state_label = 'exit'
else:
state_label = 'subtraction-question-sequence'
input_prompt = messages.pop()
message_package = {
'messages': messages,
'input_prompt': input_prompt,
'state': state_label
}
print("MICROLESSON CONTENT RESPONSE")
print(message_package)
return message_package
curriculum_lookup_table = {
'N1.1.1_G1': 'addition',
'N1.1.1_G2': 'subtraction'
}
def lookup_local_state(next_state):
microlesson = curriculum_lookup_table[next_state]
return microlesson
def manage_conversation_response(data_json):
""" Calls functions necessary to determine message and context data """
print("V2 ENDPOINT")
user_message = ''
# nlu_response = evaluate_message_with_nlu(message_data)
context_data = {
'contact_uuid': 'abcdefg',
'current_state': 'N1.1.1_G2',
'user_message': '1',
'local_state': ''
}
print("STEP 1")
if not context_data['current_state']:
context_data['current_state'] = 'N1.1.1_G1'
curriculum_copy = copy.deepcopy(gsm.curriculum)
print("STEP 2")
if context_data['user_message'] == 'easier':
curriculum_copy.left()
next_state = curriculum_copy.state
elif context_data['user_message'] == 'harder':
curriculum_copy.right()
next_state = curriculum_copy.state
else:
next_state = context_data['current_state']
print("STEP 3")
microlesson = lookup_local_state(next_state)
print("microlesson")
print(microlesson)
microlesson_content = retrieve_microlesson_content(context_data, context_data['user_message'], microlesson, context_data['contact_uuid'])
print("STEP 4")
# combine microlesson content and context_data object
return context_data
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