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Create python generator files for gsm symbolic templates
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reasoning_gym/arithmetic/gsm_symbolic/generator_40.py
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reasoning_gym/arithmetic/gsm_symbolic/generator_40.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(item: str, n1: int, c1: str, c2: str, c3: str, p: int) -> Dict[str, Any]:
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more_cards = int(p/100 * n1)
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n2 = n1 + more_cards
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n3 = n1 + n2
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total = n3 + n3
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question = f"In a set of {item}'s cards, there are {n1} {c1} cards, and {p}% more {c2} cards. {c3} cards are as many as the sum of {c1} and {c2} cards. How many cards of all mentioned colors are there?"
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answer_cot = f"There are {p}/100 * {n1} = {more_cards} more {c2} cards than {c1} cards.\n" \
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f"Which means there are {n1} + {more_cards} = {n2} {c2} cards.\n" \
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f"{c3} cards make up to {n1} + {n2} = {n3} cards.\n" \
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f"So in total, there are {n3} + {n3} = {total} cards of different colors.\n" \
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f"#### {total}"
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return {
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'question': question,
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'answer': str(total),
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'answer_cot': answer_cot,
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'answer_value': total,
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'variables': {
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'item': item,
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'n1': n1,
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'c1': c1,
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'c2': c2,
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'c3': c3,
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'p': p,
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'more_cards': more_cards,
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'total': 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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items = ["magician", "artist", "chef", "scientist", "athlete"]
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colors = ["red", "blue", "green", "yellow", "purple", "orange"]
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item = rng.choice(items)
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c1, c2, c3 = rng.sample(colors, 3)
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n1 = int(rng.randint(20, int(81 * difficulty)))
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# Generate p ensuring division results in integer
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while True:
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p = int(rng.randint(20, min(90, int(100 * difficulty))))
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if (p/100 * n1).is_integer():
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break
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result = generate_from_variables(item, n1, c1, c2, c3, p)
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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("magician", 15, "red", "green", "yellow", 60)
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