code: def verify_counterfactual_properties(
      counterfactual_props, expected_counterfactuals
  ):
      assert (
          counterfactual_props[ListProperties.MANAGER_TYPE]
          == ManagerNames.COUNTERFACTUAL
      )
      assert (
          counterfactual_props[
              CounterfactualManagerKeys.COUNTERFACTUALS
          ]
          is not None
      )
      assert (
          len(
              counterfactual_props[
                  CounterfactualManagerKeys.COUNTERFACTUALS
              ]
          )
          == expected_counterfactuals
      )
  
imports: import pytest
  from raiutils.exceptions import UserConfigValidationException
  from responsibleai._internal.constants import CounterfactualManagerKeys, ListProperties, ManagerNames
  from responsibleai.exceptions import DuplicateManagerConfigException
label_desc: Use image node_id 2 for calling a global function with example usage: verify_counterfactual_properties(counterfactual_props, expected_counterfactuals) without return types