Create python generator files for gsm symbolic templates

This commit is contained in:
abdulhakeem 2025-02-01 20:23:30 -06:00
parent ff13dc6825
commit 1e0dbc9875
100 changed files with 6919 additions and 0 deletions

View file

@ -0,0 +1,67 @@
from random import Random
from typing import Dict, Any
def generate_from_variables(name1: str, name2: str, relation: str, food: str,
n1: int, n2: int, n3: int, time_unit: str,
time_period: str) -> Dict[str, Any]:
daily_total = n1 + n2 + n3
total = daily_total * (7 if time_period == "week" else 30)
question = f"{name1} eats {n1} {food} per {time_unit}, {name2} eats {n2} {food} per {time_unit}, and their {relation} eats {n3} {food} per {time_unit}. How many {food} does this family eat in one {time_period}?"
answer_cot = f"The number of {food} they eat in one {time_unit} is {n1} + {n2} + {n3} = {daily_total} {food}.\nThe number of {food} they eat in a {time_period} is {daily_total} * {7 if time_period == 'week' else 30} = {total} {food}.\n#### {total}"
return {
'question': question,
'answer': str(total),
'answer_cot': answer_cot,
'answer_value': total,
'variables': {
'name1': name1,
'name2': name2,
'relation': relation,
'food': food,
'daily_servings1': n1,
'daily_servings2': n2,
'daily_servings3': n3,
'daily_total': daily_total,
'time_unit': time_unit,
'time_period': time_period
}
}
def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
name1_options = ["A father", "A grandfather", "An uncle"]
name2_options = ["his wife", "his partner", "his spouse"]
relation_options = ["daughter", "son", "grandchild"]
food_options = ["pizzas", "burritos", "tacos", "sushi rolls", "hamburgers"]
name1 = rng.choice(name1_options)
name2 = rng.choice(name2_options)
relation = rng.choice(relation_options)
food = rng.choice(food_options)
n1 = int(rng.randint(2, int(9 * difficulty)))
n2 = int(rng.randint(2, int(9 * difficulty)))
n3 = int(rng.randint(2, int(9 * difficulty)))
time_unit = "day"
time_period = rng.choice(["week", "month"])
result = generate_from_variables(name1, name2, relation, food, n1, n2, n3,
time_unit, time_period)
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("A man", "his wife", "son", "sandwiches",
5, 4, 2, "day", "week")