code: def test_partial_dependence_bunch_values_deprecated():
      """Test that deprecation warning is raised when values is accessed."""
  
      est = LogisticRegression()
      (X, y), _ = binary_classification_data
      est.fit(X, y)
  
      pdp_avg = partial_dependence(
          est, X=X, features=[1, 2], kind="average"
      )
  
      msg = (
          "Key: 'values', is deprecated in 1.3 and will be "
          "removed in 1.5. Please use 'grid_values' instead"
      )
  
      with warnings.catch_warnings():
          # Does not raise warnings with "grid_values"
          warnings.simplefilter("error", FutureWarning)
          grid_values = pdp_avg["grid_values"]
  
      with pytest.warns(FutureWarning, match=msg):
          # Warns for "values"
          values = pdp_avg["values"]
  
      # "values" and "grid_values" are the same object
      assert values is grid_values
  
imports: import warnings
  import numpy
  import pytest
  import sklearn
  from sklearn.base import BaseEstimator, ClassifierMixin, clone, is_regressor
  from sklearn.cluster import KMeans
  from sklearn.compose import make_column_transformer
  from sklearn.datasets import load_iris, make_classification, make_regression
  from sklearn.dummy import DummyClassifier
  from sklearn.ensemble import GradientBoostingClassifier, GradientBoostingRegressor, HistGradientBoostingClassifier, HistGradientBoostingRegressor, RandomForestRegressor
  from sklearn.exceptions import NotFittedError
  from sklearn.inspection import partial_dependence
  from sklearn.inspection._partial_dependence import _grid_from_X, _partial_dependence_brute, _partial_dependence_recursion
  from sklearn.linear_model import LinearRegression, LogisticRegression, MultiTaskLasso
  from sklearn.metrics import r2_score
  from sklearn.pipeline import make_pipeline
  from sklearn.preprocessing import PolynomialFeatures, RobustScaler, StandardScaler, scale
  from sklearn.tree import DecisionTreeRegressor
  from sklearn.tree.tests.test_tree import assert_is_subtree
  from sklearn.utils import _IS_32BIT
  from sklearn.utils._testing import assert_allclose, assert_array_equal
  from sklearn.utils.validation import check_random_state
label_desc: Use image node_id 28 for calling a global function with example usage: test_partial_dependence_bunch_values_deprecated() without return types