code: def test_integer():
      a = Integer(1, 10)
      for i in range(50):
          r = a.rvs(random_state=i)
          assert 1 <= r
          assert 11 >= r
          assert r in a
  
      random_values = a.rvs(random_state=0, n_samples=10)
      assert_array_equal(random_values.shape, (10))
      assert_array_equal(a.transform(random_values), random_values)
      assert_array_equal(
          a.inverse_transform(random_values), random_values
      )
  
imports: import pytest
  import numbers
  import numpy
  import os
  import yaml
  from tempfile import NamedTemporaryFile
  from numpy.testing import assert_array_almost_equal
  from numpy.testing import assert_array_equal
  from numpy.testing import assert_equal
  from numpy.testing import assert_raises_regex
  from skopt import Optimizer
  from skopt.space import Space
  from skopt.space import Real
  from skopt.space import Integer
  from skopt.space import Categorical
  from skopt.space import check_dimension
  from skopt.utils import normalize_dimensions
label_desc: Use image node_id 8 for calling a global function with example usage: test_integer() without return types