code: def test_arrow_variable_shaped_tensor_array_validation():
      # Test tensor elements with differing dimensions raises ValueError.
      with pytest.raises(ValueError):
          ArrowVariableShapedTensorArray.from_numpy(
              [np.ones((2, 2)), np.ones((3, 3, 3))]
          )
  
      # Test arbitrary object raises ValueError.
      with pytest.raises(ValueError):
          ArrowVariableShapedTensorArray.from_numpy(object())
  
      # Test empty array raises ValueError.
      with pytest.raises(ValueError):
          ArrowVariableShapedTensorArray.from_numpy(np.array([]))
  
      # Test deeply ragged tensor raises ValueError.
      with pytest.raises(ValueError):
          ArrowVariableShapedTensorArray.from_numpy(
              np.array(
                  [
                      np.array(
                          [
                              np.array([1, 2]),
                              np.array([3, 4, 5]),
                          ],
                          dtype=object,
                      ),
                      np.array(
                          [
                              np.array([5, 6, 7, 8]),
                          ],
                          dtype=object,
                      ),
                      np.array(
                          [
                              np.array([5, 6, 7, 8]),
                              np.array([5, 6, 7, 8]),
                              np.array([5, 6, 7, 8]),
                          ],
                          dtype=object,
                      ),
                  ],
                  dtype=object,
              )
          )
  
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 6 for calling a global function with example usage: test_arrow_variable_shaped_tensor_array_validation() without return types