code: def test_random_with_state(self):
      state1 = cupy.random.RandomState(1)
      x = getattr(sparse, self.random_method)(
          3,
          4,
          density=0.1,
          format=self.format,
          dtype=self.dtype,
          random_state=state1,
      )
      assert x.shape == (3, 4)
      assert x.dtype == self.dtype
      assert x.format == self.format
  
      state2 = cupy.random.RandomState(1)
      y = getattr(sparse, self.random_method)(
          3,
          4,
          density=0.1,
          format=self.format,
          dtype=self.dtype,
          random_state=state2,
      )
  
      testing.assert_array_equal(x.toarray(), y.toarray())
  
imports: import functools
  import re
  from unittest import mock
  import numpy
  import pytest
  import cupy
  from cupy import testing
  from cupy.cuda import runtime
  from cupyx.scipy import sparse
  from cupyx.scipy.sparse import _construct
label_desc: Use image node_id 3 for calling the TestRandom obj's underlying member method code with example usage: obj.test_random_with_state() without return types