code: def test_tensor_array_array_protocol():
      outer_dim = 3
      inner_shape = (2, 2, 2)
      shape = (outer_dim,) + inner_shape
      num_items = np.prod(np.array(shape))
      arr = np.arange(num_items).reshape(shape)
  
      t_arr = TensorArray(arr)
  
      np.testing.assert_array_equal(
          np.asarray(t_arr, dtype=np.float32), arr.astype(np.float32)
      )
  
      t_arr_elem = t_arr[0]
  
      np.testing.assert_array_equal(
          np.asarray(t_arr_elem, dtype=np.float32),
          arr[0].astype(np.float32),
      )
  
imports: import itertools
  import numpy
  import pandas
  from packaging.version import parse
  import pyarrow
  import pytest
  from ray.air.util.tensor_extensions.arrow import ArrowTensorArray, ArrowTensorType, ArrowVariableShapedTensorArray, ArrowVariableShapedTensorType
  from ray.air.util.tensor_extensions.pandas import TensorArray, TensorDtype
  from ray.air.util.tensor_extensions.utils import create_ragged_ndarray
  from ray._private.utils import _get_pyarrow_version
label_desc: Use image node_id 16 for calling a global function with example usage: test_tensor_array_array_protocol() without return types