code: def test_iid_args_kwargs(bs_setup):
      bs1 = IIDBootstrap(bs_setup.y, seed=0)
      bs2 = IIDBootstrap(y=bs_setup.y, seed=0)
      for a, b in zip(bs1.bootstrap(1), bs2.bootstrap(1)):
          assert np.all(a[0][0] == b[1]["y"])
  
imports: from __future__ import annotations
  import copy
  from typing import Callable, NamedTuple
  import warnings
  import numpy
  from numpy.random import RandomState
  from numpy.testing import assert_allclose, assert_equal
  import pandas
  from pandas.testing import assert_frame_equal, assert_series_equal
  import pytest
  import scipy.stats
  from arch.bootstrap import CircularBlockBootstrap, IIDBootstrap, IndependentSamplesBootstrap, MovingBlockBootstrap, StationaryBootstrap
  from arch.bootstrap._samplers_python import stationary_bootstrap_sample
  from arch.bootstrap._samplers_python import stationary_bootstrap_sample_python
  from arch.bootstrap.base import _loo_jackknife
  from arch.utility.exceptions import StudentizationError
label_desc: Use image node_id 38 for calling a global function with example usage: test_iid_args_kwargs(bs_setup) without return types