def METHOD_NAME(
    continuous_search_space: ContinuousSearchSpace,
):
    samples = continuous_search_space.sample(num_points=100, key=jr.PRNGKey(42))
    for i in range(continuous_search_space.dimensionality):
        assert jnp.all(samples[:, i] >= continuous_search_space.lower_bounds[i])
        assert jnp.all(samples[:, i] <= continuous_search_space.upper_bounds[i])