code: def test_check_sampling_strategy(
      sampling_strategy,
      sampling_type,
      expected_sampling_strategy,
      target,
  ):
      sampling_strategy_ = check_sampling_strategy(
          sampling_strategy, target, sampling_type
      )
      assert sampling_strategy_ == expected_sampling_strategy
  
imports: from collections import Counter, OrderedDict
  import numpy
  import pytest
  from sklearn.cluster import KMeans
  from sklearn.neighbors import NearestNeighbors
  from sklearn.neighbors._base import KNeighborsMixin
  from sklearn.utils._testing import assert_array_equal
  from imblearn.utils import check_neighbors_object, check_sampling_strategy, check_target_type
  from imblearn.utils._validation import ArraysTransformer, _deprecate_positional_args, _is_neighbors_object
  from imblearn.utils.testing import _CustomNearestNeighbors
label_desc: Use image node_id 14 for calling a global function with example usage: test_check_sampling_strategy(sampling_strategy, sampling_type, expected_sampling_strategy, target) without return types