def test_none(func=func0, seed=42):
np.random.seed(seed)
args = None
kwargs = None
wrapped = _FunctionWrapper(func, args, kwargs)
ndim = np.random.randint(2, 200)
x = np.random.rand(ndim)
assert np.allclose(wrapped(x), func(x))
def test_kwargs1(func=func1, seed=42):
np.random.seed(seed)
ndim = np.random.randint(2, 200)
mu = np.random.rand(ndim)
args = None
kwargs = {'mu': mu}
wrapped = _FunctionWrapper(func, args, kwargs)
x = np.random.rand(ndim)
assert np.allclose(wrapped(x), func(x, mu))
def test_argskwargs(func=func2, seed=42):
np.random.seed(seed)
ndim = np.random.randint(2, 200)
mu = np.random.rand(ndim)
ivar = 1.0 / np.random.rand(ndim)
args = [mu]
kwargs = {'ivar': ivar}
wrapped = _FunctionWrapper(func, args, kwargs)
x = np.random.rand(ndim)
assert np.allclose(wrapped(x), func(x, mu, ivar))