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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
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| 1 |
+
{
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| 2 |
+
"cells": [
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| 3 |
+
{
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| 4 |
+
"cell_type": "code",
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| 5 |
+
"execution_count": 19,
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| 6 |
+
"id": "d3da0422",
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| 7 |
+
"metadata": {},
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| 8 |
+
"outputs": [],
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| 9 |
+
"source": [
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| 10 |
+
"import random\n",
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| 11 |
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"\n",
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| 12 |
+
"from transitions import State, Machine"
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| 13 |
+
]
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| 14 |
+
},
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| 15 |
+
{
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| 16 |
+
"cell_type": "code",
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| 17 |
+
"execution_count": 20,
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| 18 |
+
"id": "07cfb740",
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| 19 |
+
"metadata": {},
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| 20 |
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"outputs": [],
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| 21 |
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"source": [
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| 22 |
+
"class MathQuizFSM(object):\n",
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| 23 |
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" states = [\n",
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| 24 |
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" 'quiz_start', \n",
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| 25 |
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" 'quiz_question', \n",
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| 26 |
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" 'quiz_end'\n",
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| 27 |
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" ]\n",
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| 28 |
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"\n",
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| 29 |
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" transitions = [\n",
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| 30 |
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" ['ask_second_question', 'quiz_start', 'quiz_question'],\n",
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| 31 |
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" ['ask_next_question', 'quiz_question', 'quiz_question'],\n",
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| 32 |
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" ['exit', 'quiz_start', 'quiz_end'],\n",
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| 33 |
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" ['exit', 'quiz_question', 'quiz_end'],\n",
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| 34 |
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" ]\n",
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| 35 |
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" \n",
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| 36 |
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" \n",
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| 37 |
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" def __init__(self):\n",
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| 38 |
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" # Instantiate the FSM\n",
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| 39 |
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" self.machine = Machine(model=self, states=MathQuizFSM.states, transitions=MathQuizFSM.transitions,initial='quiz_start')\n",
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| 40 |
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"\n",
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| 41 |
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" # Instantiate variables necessary for tracking activity\n",
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| 42 |
+
" self.question_nums = [2, 3]\n",
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| 43 |
+
" self.correct_answer = 5\n",
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| 44 |
+
" self.student_answer = 0\n",
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| 45 |
+
" self.is_correct_answer = False\n",
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| 46 |
+
" self.response_text = \"What is 2 + 3?\"\n",
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| 47 |
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"\n",
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| 48 |
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" # Define transitions\n",
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| 49 |
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"# self.machine.add_transition('ask_second_question', 'quiz_start', 'quiz_question')\n",
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| 50 |
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"# self.machine.add_transition('ask_next_question', 'quiz_question', 'quiz_question')\n",
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| 51 |
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"# self.machine.add_transition('exit', 'quiz_start', 'quiz_end')\n",
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| 52 |
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"# self.machine.add_transition('exit', 'quiz_question', 'quiz_end')\n",
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| 53 |
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"\n",
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| 54 |
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" # Define functions to run on transitions\n",
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| 55 |
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" self.machine.on_enter_quiz_question('generate_math_problem')\n",
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| 56 |
+
" self.machine.on_exit_quiz_question('validate_answer')\n",
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| 57 |
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"\n",
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| 58 |
+
" def validate_answer(self):\n",
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| 59 |
+
" if self.student_answer == 'exit':\n",
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| 60 |
+
" self.machine.set_state('quiz_end')\n",
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| 61 |
+
" return [\"Come back any time!\"]\n",
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| 62 |
+
" elif self.correct_answer == self.student_answer:\n",
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| 63 |
+
" self.machine.set_state('quiz_question')\n",
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| 64 |
+
" self.generate_math_problem()\n",
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| 65 |
+
" return ['Great job!', self.response_text]\n",
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| 66 |
+
" else:\n",
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| 67 |
+
" return [\"That's not quite right. Try again.\",self.response_text]\n",
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| 68 |
+
" \n",
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| 69 |
+
" def generate_math_problem(self):\n",
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| 70 |
+
" self.question_nums = random.sample(range(1,100),2)\n",
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| 71 |
+
" self.response_text = f\"What is {self.question_nums[0]} + {self.question_nums[1]}\"\n",
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| 72 |
+
" self.correct_answer = self.question_nums[0] + self.question_nums[1]\n"
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| 73 |
+
]
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| 74 |
+
},
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| 75 |
+
{
|
| 76 |
+
"cell_type": "code",
|
| 77 |
+
"execution_count": 21,
|
| 78 |
+
"id": "ebdf92ae",
|
| 79 |
+
"metadata": {},
|
| 80 |
+
"outputs": [],
|
| 81 |
+
"source": [
|
| 82 |
+
"test = MathQuizFSM()"
|
| 83 |
+
]
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"cell_type": "code",
|
| 87 |
+
"execution_count": 22,
|
| 88 |
+
"id": "92024fcc",
|
| 89 |
+
"metadata": {},
|
| 90 |
+
"outputs": [
|
| 91 |
+
{
|
| 92 |
+
"data": {
|
| 93 |
+
"text/plain": [
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| 94 |
+
"'quiz_start'"
|
| 95 |
+
]
|
| 96 |
+
},
|
| 97 |
+
"execution_count": 22,
|
| 98 |
+
"metadata": {},
|
| 99 |
+
"output_type": "execute_result"
|
| 100 |
+
}
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| 101 |
+
],
|
| 102 |
+
"source": [
|
| 103 |
+
"# Set as `quiz_start` due to the initial setting in Line 10\n",
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| 104 |
+
"test.state"
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| 105 |
+
]
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| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"cell_type": "code",
|
| 109 |
+
"execution_count": 23,
|
| 110 |
+
"id": "fd1ba433",
|
| 111 |
+
"metadata": {},
|
| 112 |
+
"outputs": [
|
| 113 |
+
{
|
| 114 |
+
"data": {
|
| 115 |
+
"text/plain": [
|
| 116 |
+
"['quiz_start', 'quiz_question', 'quiz_end']"
|
| 117 |
+
]
|
| 118 |
+
},
|
| 119 |
+
"execution_count": 23,
|
| 120 |
+
"metadata": {},
|
| 121 |
+
"output_type": "execute_result"
|
| 122 |
+
}
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| 123 |
+
],
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| 124 |
+
"source": [
|
| 125 |
+
"# Available states for the quiz module\n",
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| 126 |
+
"test.states"
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| 127 |
+
]
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| 128 |
+
},
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| 129 |
+
{
|
| 130 |
+
"cell_type": "code",
|
| 131 |
+
"execution_count": 24,
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| 132 |
+
"id": "bb190089",
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| 133 |
+
"metadata": {},
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| 134 |
+
"outputs": [
|
| 135 |
+
{
|
| 136 |
+
"name": "stdout",
|
| 137 |
+
"output_type": "stream",
|
| 138 |
+
"text": [
|
| 139 |
+
"What is 2 + 3?\n",
|
| 140 |
+
"Initial Correct Answer: 5\n",
|
| 141 |
+
"Initial Student Answer: 0\n"
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| 142 |
+
]
|
| 143 |
+
}
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| 144 |
+
],
|
| 145 |
+
"source": [
|
| 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",
|
| 149 |
+
"print(f\"Initial Student Answer: {test.student_answer}\")"
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| 150 |
+
]
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| 151 |
+
},
|
| 152 |
+
{
|
| 153 |
+
"cell_type": "code",
|
| 154 |
+
"execution_count": 25,
|
| 155 |
+
"id": "3de7c4e0",
|
| 156 |
+
"metadata": {},
|
| 157 |
+
"outputs": [
|
| 158 |
+
{
|
| 159 |
+
"data": {
|
| 160 |
+
"text/plain": [
|
| 161 |
+
"[\"That's not quite right. Try again.\", 'What is 2 + 3?']"
|
| 162 |
+
]
|
| 163 |
+
},
|
| 164 |
+
"execution_count": 25,
|
| 165 |
+
"metadata": {},
|
| 166 |
+
"output_type": "execute_result"
|
| 167 |
+
}
|
| 168 |
+
],
|
| 169 |
+
"source": [
|
| 170 |
+
"# Calling the validation fails because the answer is wrong. The state remains the same.\n",
|
| 171 |
+
"test.validate_answer()"
|
| 172 |
+
]
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"cell_type": "code",
|
| 176 |
+
"execution_count": 26,
|
| 177 |
+
"id": "4935b470",
|
| 178 |
+
"metadata": {},
|
| 179 |
+
"outputs": [],
|
| 180 |
+
"source": [
|
| 181 |
+
"# The student tries again\n",
|
| 182 |
+
"test.student_answer = 5"
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| 183 |
+
]
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"cell_type": "code",
|
| 187 |
+
"execution_count": 27,
|
| 188 |
+
"id": "03722434",
|
| 189 |
+
"metadata": {},
|
| 190 |
+
"outputs": [
|
| 191 |
+
{
|
| 192 |
+
"data": {
|
| 193 |
+
"text/plain": [
|
| 194 |
+
"['Great job!', 'What is 58 + 89']"
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| 195 |
+
]
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| 196 |
+
},
|
| 197 |
+
"execution_count": 27,
|
| 198 |
+
"metadata": {},
|
| 199 |
+
"output_type": "execute_result"
|
| 200 |
+
}
|
| 201 |
+
],
|
| 202 |
+
"source": [
|
| 203 |
+
"# Since the student answered correctly, MathQuizFSM generates a new math problem\n",
|
| 204 |
+
"test.validate_answer()"
|
| 205 |
+
]
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"cell_type": "code",
|
| 209 |
+
"execution_count": 28,
|
| 210 |
+
"id": "d98a4d5b",
|
| 211 |
+
"metadata": {},
|
| 212 |
+
"outputs": [
|
| 213 |
+
{
|
| 214 |
+
"data": {
|
| 215 |
+
"text/plain": [
|
| 216 |
+
"'quiz_question'"
|
| 217 |
+
]
|
| 218 |
+
},
|
| 219 |
+
"execution_count": 28,
|
| 220 |
+
"metadata": {},
|
| 221 |
+
"output_type": "execute_result"
|
| 222 |
+
}
|
| 223 |
+
],
|
| 224 |
+
"source": [
|
| 225 |
+
"# It will repeatedly re-activate the same state\n",
|
| 226 |
+
"test.state"
|
| 227 |
+
]
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"cell_type": "code",
|
| 231 |
+
"execution_count": 29,
|
| 232 |
+
"id": "76c8a5b2",
|
| 233 |
+
"metadata": {},
|
| 234 |
+
"outputs": [
|
| 235 |
+
{
|
| 236 |
+
"data": {
|
| 237 |
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|
| 238 |
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"[\"That's not quite right. Try again.\", 'What is 58 + 89']"
|
| 239 |
+
]
|
| 240 |
+
},
|
| 241 |
+
"execution_count": 29,
|
| 242 |
+
"metadata": {},
|
| 243 |
+
"output_type": "execute_result"
|
| 244 |
+
}
|
| 245 |
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],
|
| 246 |
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"source": [
|
| 247 |
+
"test.validate_answer()"
|
| 248 |
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]
|
| 249 |
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},
|
| 250 |
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{
|
| 251 |
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"cell_type": "code",
|
| 252 |
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"execution_count": 30,
|
| 253 |
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"id": "ec0a7e6a",
|
| 254 |
+
"metadata": {},
|
| 255 |
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"outputs": [],
|
| 256 |
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"source": [
|
| 257 |
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"test.student_answer = 128"
|
| 258 |
+
]
|
| 259 |
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},
|
| 260 |
+
{
|
| 261 |
+
"cell_type": "code",
|
| 262 |
+
"execution_count": 31,
|
| 263 |
+
"id": "a093ff27",
|
| 264 |
+
"metadata": {},
|
| 265 |
+
"outputs": [
|
| 266 |
+
{
|
| 267 |
+
"data": {
|
| 268 |
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"text/plain": [
|
| 269 |
+
"[\"That's not quite right. Try again.\", 'What is 58 + 89']"
|
| 270 |
+
]
|
| 271 |
+
},
|
| 272 |
+
"execution_count": 31,
|
| 273 |
+
"metadata": {},
|
| 274 |
+
"output_type": "execute_result"
|
| 275 |
+
}
|
| 276 |
+
],
|
| 277 |
+
"source": [
|
| 278 |
+
"test.validate_answer()"
|
| 279 |
+
]
|
| 280 |
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},
|
| 281 |
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{
|
| 282 |
+
"cell_type": "code",
|
| 283 |
+
"execution_count": 32,
|
| 284 |
+
"id": "f992d34d",
|
| 285 |
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"metadata": {},
|
| 286 |
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"outputs": [],
|
| 287 |
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"source": [
|
| 288 |
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"test.student_answer = 'exit'"
|
| 289 |
+
]
|
| 290 |
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},
|
| 291 |
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{
|
| 292 |
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"cell_type": "code",
|
| 293 |
+
"execution_count": 33,
|
| 294 |
+
"id": "28800a2b",
|
| 295 |
+
"metadata": {},
|
| 296 |
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"outputs": [
|
| 297 |
+
{
|
| 298 |
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"data": {
|
| 299 |
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"text/plain": [
|
| 300 |
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"['Come back any time!']"
|
| 301 |
+
]
|
| 302 |
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},
|
| 303 |
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"execution_count": 33,
|
| 304 |
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"metadata": {},
|
| 305 |
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"output_type": "execute_result"
|
| 306 |
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}
|
| 307 |
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],
|
| 308 |
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"source": [
|
| 309 |
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"test.validate_answer()"
|
| 310 |
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]
|
| 311 |
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},
|
| 312 |
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{
|
| 313 |
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"cell_type": "code",
|
| 314 |
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"execution_count": 34,
|
| 315 |
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"id": "360ef774",
|
| 316 |
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"metadata": {},
|
| 317 |
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"outputs": [
|
| 318 |
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{
|
| 319 |
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"data": {
|
| 320 |
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"text/plain": [
|
| 321 |
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"'quiz_end'"
|
| 322 |
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]
|
| 323 |
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},
|
| 324 |
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"execution_count": 34,
|
| 325 |
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"metadata": {},
|
| 326 |
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"output_type": "execute_result"
|
| 327 |
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}
|
| 328 |
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],
|
| 329 |
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"source": [
|
| 330 |
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"test.state"
|
| 331 |
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]
|
| 332 |
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},
|
| 333 |
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{
|
| 334 |
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"cell_type": "code",
|
| 335 |
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"execution_count": null,
|
| 336 |
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"id": "3f0392ae",
|
| 337 |
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"metadata": {},
|
| 338 |
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"outputs": [],
|
| 339 |
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"source": []
|
| 340 |
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}
|
| 341 |
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],
|
| 342 |
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"metadata": {
|
| 343 |
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"kernelspec": {
|
| 344 |
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"display_name": "base",
|
| 345 |
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"language": "python",
|
| 346 |
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"name": "python3"
|
| 347 |
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},
|
| 348 |
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| 349 |
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| 350 |
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"name": "ipython",
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| 351 |
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"version": 3
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},
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"file_extension": ".py",
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| 354 |
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"mimetype": "text/x-python",
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| 355 |
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"name": "python",
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| 356 |
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"nbconvert_exporter": "python",
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| 357 |
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"pygments_lexer": "ipython3",
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| 358 |
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"version": "3.9.7"
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"nbformat": 4,
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