code: def test_indexing(A):
      if A.__class__.__name__[:3] in ("dia", "coo", "bsr"):
          return
  
      with pytest.raises(NotImplementedError):
          A[1, :]
  
      with pytest.raises(NotImplementedError):
          A[:, 1]
  
      with pytest.raises(NotImplementedError):
          A[1, [1, 2]]
  
      with pytest.raises(NotImplementedError):
          A[[1, 2], 1]
  
      assert isinstance(
          A[[0]], scipy.sparse.sparray
      ), "Expected sparse array, got sparse matrix"
      assert isinstance(
          A[1, [[1, 2]]], scipy.sparse.sparray
      ), "Expected ndarray, got sparse array"
      assert isinstance(
          A[[[1, 2]], 1], scipy.sparse.sparray
      ), "Expected ndarray, got sparse array"
      assert isinstance(
          A[:, [1, 2]], scipy.sparse.sparray
      ), "Expected sparse array, got something else"
  
imports: import pytest
  import numpy
  import numpy.testing
  import scipy.sparse
  import scipy.sparse.linalg
  from scipy._lib._util import VisibleDeprecationWarning
label_desc: Use image node_id 5 for calling a global function with example usage: test_indexing(A) without return types