"""AOC 2020 Day 21""" import pathlib import time import collections TEST_INPUT = """mxmxvkd kfcds sqjhc nhms (contains dairy, fish) trh fvjkl sbzzf mxmxvkd (contains dairy) sqjhc fvjkl (contains soy) sqjhc mxmxvkd sbzzf (contains fish)""" def read_input(input_path: str) -> str: """take input file path and return a str with the file's content""" with open(input_path, 'r') as input_file: input_data = input_file.read().strip() return input_data def extract(input_data: str) -> tuple: """take input data and return the appropriate data structure""" recipes = list() ingredient_allergenes = collections.defaultdict(set) recipes_with_allergene = collections.defaultdict(list) for index, recipe in enumerate(input_data.split('\n')): ingredients, allergenes = recipe.split(' (contains ') ingredients = set(ingredients.split()) allergenes = set(allergenes.rstrip(')').split(', ')) recipes.append(ingredients) for ingredient in ingredients: ingredient_allergenes[ingredient] |= allergenes for allergene in allergenes: recipes_with_allergene[allergene].append(index) return recipes, ingredient_allergenes, recipes_with_allergene def find_safe_ingredients(recipes: list, ingredient_allergenes: dict, recipes_with_allergene: dict) -> list: """return a list of ingredients not containing allergenes""" safe_ingredients = list() for ingredient, allergenes in ingredient_allergenes.items(): impossible_allergenes = set() for allergene in allergenes: if any(ingredient not in recipes[i] for i in recipes_with_allergene[allergene]): impossible_allergenes.add(allergene) allergenes -= impossible_allergenes if not allergenes: safe_ingredients.append(ingredient) return safe_ingredients def assign_allergenes(ingredient_allergenes: dict) -> dict: """return a dict with each ingredient and its allergene""" assigned_allergenes = dict() while ingredient_allergenes: assigned_allergene = str() assigned_ingredient = str() for ingredient, allergenes in ingredient_allergenes.items(): if len(allergenes) == 1: assigned_allergene = allergenes.pop() assigned_ingredient = ingredient break assigned_allergenes[assigned_allergene] = assigned_ingredient ingredient_allergenes.pop(assigned_ingredient) for ingredient, allergenes in ingredient_allergenes.items(): if assigned_allergene in allergenes: allergenes.remove(assigned_allergene) return assigned_allergenes def part1(entries: tuple) -> int: """part1 solver""" recipes, ingredient_allergenes, recipes_with_allergene = entries safe_ingredients = find_safe_ingredients(recipes, ingredient_allergenes, recipes_with_allergene) return sum(ingredient in recipe for recipe in recipes for ingredient in safe_ingredients) def part2(entries: tuple) -> str: """part2 solver""" recipes, ingredient_allergenes, recipes_with_allergene = entries safe_ingredients = find_safe_ingredients(recipes, ingredient_allergenes, recipes_with_allergene) for ingredient in safe_ingredients: ingredient_allergenes.pop(ingredient) assigned_allergenes = assign_allergenes(ingredient_allergenes) return ','.join(map(assigned_allergenes.get, sorted(assigned_allergenes))) def test_input_day_21(): """pytest testing function""" entries = extract(TEST_INPUT) assert part1(entries) == 5 assert part2(entries) == 'mxmxvkd,sqjhc,fvjkl' def test_bench_day_21(benchmark): """pytest-benchmark function""" benchmark(main) def main(): """main function""" input_path = str(pathlib.Path(__file__).resolve().parent.parent) + "/inputs/" + str(pathlib.Path(__file__).stem) start_time = time.time() input_data = read_input(input_path) entries = extract(input_data) print("Part 1: %d" % part1(entries)) print("Part 2: %s" % part2(entries)) end_time = time.time() print("Execution time: %f" % (end_time-start_time)) if __name__ == "__main__": main()