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Create python generator files for gsm symbolic templates
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reasoning_gym/arithmetic/gsm_symbolic/generator_33.py
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reasoning_gym/arithmetic/gsm_symbolic/generator_33.py
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from random import Random
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from typing import Dict, Any
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def generate_from_variables(name1: str, name2: str, mult: int, n: int) -> Dict[str, Any]:
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n_mult = n * mult
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daily_total = n + n_mult
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weekly_total = daily_total * 7
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question = f"{name1} operates the cash register exactly {mult} times as fast as her less-experienced colleague {name2}. Daily, {name2} processes {n} customers. What is the total weekly production for the two if they work all days of the week?"
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answer_cot = f"While {name2} is processing {n} orders in a day, {name1} processes {n} orders/day * {mult} = {n_mult} orders/day.\n" \
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f"In a day, they process {n_mult} orders/day + {n} orders/day = {daily_total} orders together.\n" \
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f"The total number of orders the two processes in a week is {daily_total} orders/day * 7 days/week = {weekly_total} orders\n" \
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f"#### {weekly_total}"
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return {
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'question': question,
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'answer': str(weekly_total),
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'answer_cot': answer_cot,
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'answer_value': weekly_total,
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'variables': {
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'name1': name1,
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'name2': name2,
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'multiplier': mult,
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'base_rate': n,
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'fast_rate': n_mult,
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'daily_total': daily_total,
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'weekly_total': weekly_total
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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_female = ["Julie", "Sarah", "Emma", "Sophia", "Olivia", "Isabella", "Mia", "Charlotte"]
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multi_times = [2, 3, 4]
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name1, name2 = rng.sample(names_female, 2)
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mult = rng.choice(multi_times)
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n = int(rng.randint(30, int(100 * difficulty)))
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# Ensure conditions are met
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while not (n * mult).is_integer() or not ((n + n * mult) * 7).is_integer():
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n = int(rng.randint(30, int(100 * difficulty)))
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result = generate_from_variables(name1, name2, mult, n)
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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("Julie", "Jewel", 2, 50)
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