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Create python generator files for gsm symbolic templates
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reasoning_gym/arithmetic/gsm_symbolic/generator_66.py
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reasoning_gym/arithmetic/gsm_symbolic/generator_66.py
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from random import Random
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from typing import Dict, Any
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from fractions import Fraction
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def generate_from_variables(name: str, weekdays: list, hour1: int, hour2: int, hour3: int,
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min1: int, min2: int, total_hours: int, num_wed_episodes: int) -> Dict[str, Any]:
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mon, tue, wed, thu, fri = weekdays
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question = f"{name} watches TV after he finishes his homework every night. On {mon} and {tue}, he watched a {hour1}-hour episode of his favorite show each night. On {wed}, he watched a few episodes of a {min1}-minute show. On {thu}, he finished homework early and watched a {hour2}-hour episode and a {min2}-minute show. On {fri}, he got to stay up late for the weekend, so he watched two {hour3}-hour episodes. If he watched {total_hours} hours of TV in all, how many {min1}-minute episodes did he watch on {wed}?"
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answer_cot = f"Let {wed[0]} be the number of episodes he watched on {wed}.\n" \
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f"After {mon}, he had {total_hours} - {hour1} = {total_hours-hour1} hours of TV left.\n" \
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f"After {tue}, he had {total_hours-hour1} - {hour1} = {total_hours-2*hour1} hours of TV left.\n" \
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f"After {thu}, he had {total_hours-2*hour1} - {hour2} - {Fraction(min2,60)} = {total_hours-2*hour1-hour2-Fraction(min2,60)} hours of TV left.\n" \
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f"After {fri}, he had {total_hours-2*hour1-hour2-Fraction(min2,60)} - {2*hour3} = {total_hours-2*hour1-hour2-Fraction(min2,60)-2*hour3} hours of TV left.\n" \
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f"Each {min1}-minute episode is {Fraction(min1,60)} hour.\n" \
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f"Thus, {wed[0]} = {num_wed_episodes} episodes.\n#### {num_wed_episodes}"
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return {
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'question': question,
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'answer': str(num_wed_episodes),
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'answer_cot': answer_cot,
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'answer_value': num_wed_episodes,
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'variables': {
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'name': name,
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'weekdays': weekdays,
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'hour1': hour1,
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'hour2': hour2,
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'hour3': hour3,
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'min1': min1,
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'min2': min2,
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'total_hours': total_hours,
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'num_wed_episodes': num_wed_episodes
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}
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}
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def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
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names = ["James", "John", "Robert", "Michael", "William", "David", "Richard", "Joseph"]
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weekdays = ["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"]
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name = rng.choice(names)
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weekdays_sample = weekdays.copy() # Keep original order for this problem
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hour1 = int(rng.randint(3, int(7 * difficulty)))
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hour2 = int(rng.randint(2, int(7 * difficulty)))
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hour3 = int(rng.randint(2, int(6 * difficulty)))
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min1 = int(rng.randint(1, int(12 * difficulty))) * 5 # Ensure divisible by 5
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min2 = int(rng.randint(1, int(11 * difficulty))) * 5 # Ensure divisible by 5
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# Calculate num_wed_episodes to ensure total_hours works out
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num_wed_episodes = int(rng.randint(1, int(8 * difficulty)))
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# Calculate total hours from all components
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total_hours = 2*hour1 + hour2 + min2/60 + 2*hour3 + (num_wed_episodes * min1/60)
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result = generate_from_variables(name, weekdays_sample, hour1, hour2, hour3,
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min1, min2, total_hours, num_wed_episodes)
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return {
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'question': result['question'],
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'answer': result['answer'],
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'metadata': {
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'difficulty': difficulty,
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'answer_value': result['answer_value'],
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'answer_cot': result['answer_cot'],
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'variables': result['variables']
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}
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}
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def original_example() -> Dict[str, Any]:
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return generate_from_variables("Frankie",
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["Monday", "Tuesday", "Wednesday", "Thursday", "Friday"],
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1, 1, 1, 30, 30, 7, 3)
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