""" Benchmark representation module for program synthesis. """ from src.benchmark.benchmark import Benchmark class PSBenchmark(Benchmark): """ Represents a program synthesis benchmark that is represented with examples/counterexamples. """ generator: callable examples: list args: list dataset: list def __init__(self, generator_: callable, args_: list): self.generator = generator_ self.args = args_ self.generate() def generate(self): self.dataset = self.generator(*self.args) @staticmethod def generate_counterexamples(examples: list, n: int): """ Calculates the counter examples based on the set of (positive) examples. :param n: Number of counter examples to be generated :return list of counterexamples """ counterexamples = [i for i in range(n) if n not in examples] return counterexamples @staticmethod def generate_dataset(examples: list, n: int): """ Generates a labeled dataset of n examples. :param examples: List with examples‚ :param n: Number of examples :return dataset """ dataset = [] for i in range(n): if i in examples: dataset.append((i, 1)) else: dataset.append((i, 0)) return dataset