How to use the stumpy.stumped function in stumpy

def test_stumped_self_join(T_A, T_B, dask_client):
    m = 3
    zone = int(np.ceil(m / 4))
    left = np.array(
        [
            naive_mass(Q, T_B, m, i, zone, True)
            for i, Q in enumerate(core.rolling_window(T_B, m))
        ],
        dtype=object,
    )
    right = stumped(dask_client, T_B, m, ignore_trivial=True)
    replace_inf(left)
    replace_inf(right)
    npt.assert_almost_equal(left, right)

def test_stumped_A_B_join_df(T_A, T_B, dask_client):
    m = 3
    left = np.array(
        [naive_mass(Q, T_A, m) for Q in core.rolling_window(T_B, m)], dtype=object
    )
    right = stumped(
        dask_client, pd.Series(T_A), m, pd.Series(T_B), ignore_trivial=False
    )
    replace_inf(left)
    replace_inf(right)
    npt.assert_almost_equal(left, right)

def test_stumped_self_join_df(T_A, T_B, dask_client):
    m = 3
    zone = int(np.ceil(m / 4))
    left = np.array(
        [
            naive_mass(Q, T_B, m, i, zone, True)
            for i, Q in enumerate(core.rolling_window(T_B, m))
        ],
        dtype=object,
    )
    right = stumped(dask_client, pd.Series(T_B), m, ignore_trivial=True)
    replace_inf(left)
    replace_inf(right)
    npt.assert_almost_equal(left, right)

def test_stump_self_join_larger_window_df(T_A, T_B, dask_client):
    for m in [8, 16, 32]:
        if len(T_B) > m:
            zone = int(np.ceil(m / 4))
            left = np.array(
                [
                    naive_mass(Q, T_B, m, i, zone, True)
                    for i, Q in enumerate(core.rolling_window(T_B, m))
                ],
                dtype=object,
            )
            right = stumped(dask_client, pd.Series(T_B), m, ignore_trivial=True)
            replace_inf(left)
            replace_inf(right)

            npt.assert_almost_equal(left, right)

def test_stumped_A_B_join(T_A, T_B, dask_client):
    m = 3
    left = np.array(
        [naive_mass(Q, T_A, m) for Q in core.rolling_window(T_B, m)], dtype=object
    )
    right = stumped(dask_client, T_A, m, T_B, ignore_trivial=False)
    replace_inf(left)
    replace_inf(right)
    npt.assert_almost_equal(left, right)

def test_stump_self_join_larger_window(T_A, T_B, dask_client):
    for m in [8, 16, 32]:
        if len(T_B) > m:
            zone = int(np.ceil(m / 4))
            left = np.array(
                [
                    naive_mass(Q, T_B, m, i, zone, True)
                    for i, Q in enumerate(core.rolling_window(T_B, m))
                ],
                dtype=object,
            )
            right = stumped(dask_client, T_B, m, ignore_trivial=True)
            replace_inf(left)
            replace_inf(right)

            npt.assert_almost_equal(left, right)