from random import Random from typing import Dict, Any def generate_from_variables(name: str, pieces1: int, pieces2: int) -> Dict[str, Any]: half_pieces1 = pieces1 // 2 total_pieces = half_pieces1 + pieces2 question = f"{name} finished half of a {pieces1} piece puzzle, and then started and finished another {pieces2} piece puzzle within an hour. How many puzzle pieces did {name} place during that hour?" answer_cot = f"{name} did 1/2 * {pieces1} pieces = {half_pieces1} pieces.\n{name} completed {half_pieces1} pieces + {pieces2} pieces = {total_pieces} pieces.\n#### {total_pieces}" return { 'question': question, 'answer': str(total_pieces), 'answer_cot': answer_cot, 'answer_value': total_pieces, 'variables': { 'name': name, 'puzzle1_pieces': pieces1, 'puzzle2_pieces': pieces2, 'half_puzzle1': half_pieces1, 'total_pieces': total_pieces } } def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]: names = ["Teddy", "Tommy", "Billy", "Jimmy", "Bobby", "Danny"] name = rng.choice(names) # Generate random puzzle sizes that are even numbers puzzle1 = int(rng.randint(100, int(500 * difficulty)) // 2 * 2) puzzle2 = int(rng.randint(300, int(1000 * difficulty)) // 2 * 2) result = generate_from_variables(name, puzzle1, puzzle2) 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("Teddy", 500, 500)