def test_mpdist():
T_A = np.random.uniform(-1000, 1000, [8]).astype(np.float64)
T_B = np.random.uniform(-1000, 1000, [64]).astype(np.float64)
m = 5
ref = stumpy.aampdist(T_A, T_B, m)
comp = stumpy.mpdist(T_A, T_B, m, normalize=False)
npt.assert_almost_equal(ref, comp)
def test_mpdist_k(T_A, T_B, k):
m = 3
ref_mpdist = naive.mpdist(T_A, T_B, m, k=k)
comp_mpdist = mpdist(T_A, T_B, m, k=k)
npt.assert_almost_equal(ref_mpdist, comp_mpdist)
def test_mpdist_percentage(T_A, T_B, percentage):
m = 3
ref_mpdist = naive.mpdist(T_A, T_B, m, percentage=percentage)
comp_mpdist = mpdist(T_A, T_B, m, percentage=percentage)
npt.assert_almost_equal(ref_mpdist, comp_mpdist)
