test_random_config.py 文件源码

def test_random_config_synthetic(self):
        path = os.path.dirname(hpolib.benchmarks.synthetic_functions.__file__)

        for _, pkg, _ in pkgutil.iter_modules([path, ]):
            pkg_name = "hpolib.benchmarks.synthetic_functions.{:s}".format(pkg)
            importlib.import_module(pkg_name)
            mod_name = sys.modules[pkg_name]

            for name, obj in inspect.getmembers(mod_name, inspect.isclass):
                if issubclass(obj, AbstractBenchmark) and "Abstract" not in name:
                    b = getattr(mod_name, name)()
                    cfg = b.get_configuration_space()
                    for i in range(100):
                        c = cfg.sample_configuration()
                        res = b.objective_function(c)
                        self.assertTrue(np.isfinite(res['function_value']))