reasoning-gym/reasoning_gym/arithmetic/gsm_symbolic/generator_31.py

66 lines
2.6 KiB
Python

from random import Random
from typing import Dict, Any
def generate_from_variables(name: str, fruit: str, total: int, n1: int, n2: int, n3: int,
sibling1: str, sibling2: str) -> Dict[str, Any]:
slice2 = n1 + n2
slice3 = slice2 + n3
total_eaten = n1 + slice2 + slice3
question = f"{name} sliced an {fruit} into {total} pieces. She ate {n1} slice, her {sibling1} ate {n2} more than her, and her {sibling2} ate {n3} more than her {sibling1}. How many slices of {fruit} did they all eat?"
answer_cot = f"Her {sibling1} ate {n1} + {n2} = {slice2} slices.\nHer {sibling2} ate {slice2} + {n3} = {slice3} slices.\nThey ate a total of {n1} + {slice2} + {slice3} = {total_eaten} slices.\n#### {total_eaten}"
return {
'question': question,
'answer': str(total_eaten),
'answer_cot': answer_cot,
'answer_value': total_eaten,
'variables': {
'name': name,
'fruit': fruit,
'total_slices': total,
'first_person_slices': n1,
'second_person_extra': n2,
'third_person_extra': n3,
'sibling1': sibling1,
'sibling2': sibling2,
'total_eaten': total_eaten
}
}
def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
names_female = ["Emma", "Olivia", "Ava", "Isabella", "Sophia", "Mia", "Charlotte", "Doxa"]
fruits = ["orange", "pear", "peach", "mango", "kiwi", "apple"]
siblings = ["brother", "sister", "cousin", "friend"]
name = rng.choice(names_female)
fruit = rng.choice(fruits)
sibling1, sibling2 = rng.sample(siblings, 2)
total = int(rng.randint(6, int(33 * difficulty)))
n1 = int(rng.randint(3, int(15 * difficulty)))
n2 = int(rng.randint(5, int(13 * difficulty)))
n3 = int(rng.randint(3, int(14 * difficulty)))
# Ensure conditions are met
while n1 + (n1 + n2) + (n1 + n2 + n3) > total:
n1 = int(rng.randint(3, int(15 * difficulty)))
n2 = int(rng.randint(5, int(13 * difficulty)))
n3 = int(rng.randint(3, int(14 * difficulty)))
result = generate_from_variables(name, fruit, total, n1, n2, n3, sibling1, sibling2)
return {
'question': result['question'],
'answer': result['answer'],
'metadata': {
'difficulty': difficulty,
'answer_value': result['answer_value'],
'answer_cot': result['answer_cot'],
'variables': result['variables']
}
}
def original_example() -> Dict[str, Any]:
return generate_from_variables("Doxa", "apple", 8, 1, 1, 1, "sister", "brother")