Spaces:
Runtime error
Runtime error
Greg Thompson
commited on
Commit
•
9f30f34
1
Parent(s):
cc67cbe
Added Jupyter notebook example
Browse files
docs/transitions_math_quiz_example.ipynb
ADDED
@@ -0,0 +1,368 @@
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1 |
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 19,
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"id": "d3da0422",
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"metadata": {},
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"outputs": [],
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"source": [
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"import random\n",
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"\n",
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"from transitions import State, Machine"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 20,
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"id": "07cfb740",
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"metadata": {},
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"outputs": [],
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"source": [
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"class MathQuizFSM(object):\n",
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" states = [\n",
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" 'quiz_start', \n",
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" 'quiz_question', \n",
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" 'quiz_end'\n",
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" ]\n",
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"\n",
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" transitions = [\n",
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" ['ask_second_question', 'quiz_start', 'quiz_question'],\n",
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" ['ask_next_question', 'quiz_question', 'quiz_question'],\n",
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" ['exit', 'quiz_start', 'quiz_end'],\n",
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" ['exit', 'quiz_question', 'quiz_end'],\n",
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" ]\n",
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" \n",
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" \n",
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" def __init__(self):\n",
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" # Instantiate the FSM\n",
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" self.machine = Machine(model=self, states=MathQuizFSM.states, transitions=MathQuizFSM.transitions,initial='quiz_start')\n",
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"\n",
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" # Instantiate variables necessary for tracking activity\n",
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" self.question_nums = [2, 3]\n",
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" self.correct_answer = 5\n",
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" self.student_answer = 0\n",
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" self.is_correct_answer = False\n",
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" self.response_text = \"What is 2 + 3?\"\n",
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"\n",
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" # Define transitions\n",
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"# self.machine.add_transition('ask_second_question', 'quiz_start', 'quiz_question')\n",
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"# self.machine.add_transition('ask_next_question', 'quiz_question', 'quiz_question')\n",
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"# self.machine.add_transition('exit', 'quiz_start', 'quiz_end')\n",
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"# self.machine.add_transition('exit', 'quiz_question', 'quiz_end')\n",
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"\n",
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" # Define functions to run on transitions\n",
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" self.machine.on_enter_quiz_question('generate_math_problem')\n",
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" self.machine.on_exit_quiz_question('validate_answer')\n",
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"\n",
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" def validate_answer(self):\n",
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" if self.student_answer == 'exit':\n",
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" self.machine.set_state('quiz_end')\n",
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" return [\"Come back any time!\"]\n",
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" elif self.correct_answer == self.student_answer:\n",
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" self.machine.set_state('quiz_question')\n",
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" self.generate_math_problem()\n",
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" return ['Great job!', self.response_text]\n",
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" else:\n",
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" return [\"That's not quite right. Try again.\",self.response_text]\n",
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" \n",
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" def generate_math_problem(self):\n",
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" self.question_nums = random.sample(range(1,100),2)\n",
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" self.response_text = f\"What is {self.question_nums[0]} + {self.question_nums[1]}\"\n",
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" self.correct_answer = self.question_nums[0] + self.question_nums[1]\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 21,
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"id": "ebdf92ae",
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"metadata": {},
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"outputs": [],
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"source": [
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"test = MathQuizFSM()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 22,
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"id": "92024fcc",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'quiz_start'"
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]
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},
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"execution_count": 22,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# Set as `quiz_start` due to the initial setting in Line 10\n",
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"test.state"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"id": "fd1ba433",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['quiz_start', 'quiz_question', 'quiz_end']"
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]
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118 |
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},
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"execution_count": 23,
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"metadata": {},
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121 |
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"output_type": "execute_result"
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}
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],
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"source": [
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"# Available states for the quiz module\n",
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"test.states"
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127 |
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]
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128 |
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},
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129 |
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{
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+
"cell_type": "code",
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+
"execution_count": 24,
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132 |
+
"id": "bb190089",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"What is 2 + 3?\n",
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"Initial Correct Answer: 5\n",
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141 |
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"Initial Student Answer: 0\n"
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]
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}
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],
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"source": [
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146 |
+
"# When the FSM is created, it comes with a default question/answer pair loaded\n",
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147 |
+
"print(test.response_text)\n",
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148 |
+
"print(f\"Initial Correct Answer: {test.correct_answer}\")\n",
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149 |
+
"print(f\"Initial Student Answer: {test.student_answer}\")"
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150 |
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]
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+
},
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{
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153 |
+
"cell_type": "code",
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154 |
+
"execution_count": 25,
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155 |
+
"id": "3de7c4e0",
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156 |
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"metadata": {},
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157 |
+
"outputs": [
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158 |
+
{
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159 |
+
"data": {
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160 |
+
"text/plain": [
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161 |
+
"[\"That's not quite right. Try again.\", 'What is 2 + 3?']"
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162 |
+
]
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163 |
+
},
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164 |
+
"execution_count": 25,
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+
"metadata": {},
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166 |
+
"output_type": "execute_result"
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+
}
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+
],
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+
"source": [
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170 |
+
"# Calling the validation fails because the answer is wrong. The state remains the same.\n",
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"test.validate_answer()"
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]
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+
},
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+
{
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+
"cell_type": "code",
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176 |
+
"execution_count": 26,
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177 |
+
"id": "4935b470",
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178 |
+
"metadata": {},
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179 |
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"outputs": [],
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"source": [
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"# The student tries again\n",
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"test.student_answer = 5"
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+
]
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+
},
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185 |
+
{
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+
"cell_type": "code",
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187 |
+
"execution_count": 27,
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188 |
+
"id": "03722434",
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189 |
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"metadata": {},
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190 |
+
"outputs": [
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191 |
+
{
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192 |
+
"data": {
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+
"text/plain": [
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194 |
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"['Great job!', 'What is 58 + 89']"
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+
]
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},
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197 |
+
"execution_count": 27,
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+
"metadata": {},
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+
"output_type": "execute_result"
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}
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],
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"source": [
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"# Since the student answered correctly, MathQuizFSM generates a new math problem\n",
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"test.validate_answer()"
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]
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},
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{
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"cell_type": "code",
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+
"execution_count": 28,
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+
"id": "d98a4d5b",
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"metadata": {},
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+
"outputs": [
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213 |
+
{
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"data": {
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"text/plain": [
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"'quiz_question'"
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]
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},
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"execution_count": 28,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# It will repeatedly re-activate the same state\n",
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"test.state"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 29,
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"id": "76c8a5b2",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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+
"[\"That's not quite right. Try again.\", 'What is 58 + 89']"
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]
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},
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"execution_count": 29,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"test.validate_answer()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 30,
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"id": "ec0a7e6a",
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"metadata": {},
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"outputs": [],
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"source": [
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"test.student_answer = 128"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 31,
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"id": "a093ff27",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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+
"[\"That's not quite right. Try again.\", 'What is 58 + 89']"
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+
]
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+
},
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+
"execution_count": 31,
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"metadata": {},
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+
"output_type": "execute_result"
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+
}
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],
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"source": [
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"test.validate_answer()"
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]
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},
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+
{
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+
"cell_type": "code",
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+
"execution_count": 32,
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+
"id": "f992d34d",
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"metadata": {},
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+
"outputs": [],
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"source": [
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"test.student_answer = 'exit'"
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]
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},
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{
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+
"cell_type": "code",
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+
"execution_count": 33,
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"id": "28800a2b",
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"metadata": {},
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"outputs": [
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+
{
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"data": {
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"text/plain": [
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"['Come back any time!']"
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]
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+
},
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+
"execution_count": 33,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"test.validate_answer()"
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]
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},
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{
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"cell_type": "code",
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+
"execution_count": 34,
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+
"id": "360ef774",
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+
"metadata": {},
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