code: def test_modelanalysis_housing(self, manager_type):
      (
          X_train,
          X_test,
          y_train,
          y_test,
          feature_names,
      ) = create_housing_data()
      X_train = pd.DataFrame(X_train, columns=feature_names)
      X_test = pd.DataFrame(X_test, columns=feature_names)
      models = create_models_regression(X_train, y_train)
      X_train[LABELS] = y_train
      X_test[LABELS] = y_test
  
      manager_args = {
          ManagerParams.DESIRED_RANGE: [3, 5],
          ManagerParams.TREATMENT_FEATURES: ["AveRooms"],
          ManagerParams.MAX_CAT_EXPANSION: 12,
          ManagerParams.FEATURE_IMPORTANCE: True,
      }
  
      for model in models:
          run_model_analysis(
              model,
              X_train,
              X_test,
              LABELS,
              [],
              manager_type,
              manager_args,
          )
  
imports: import os
  from pathlib import Path
  from tempfile import TemporaryDirectory
  import numpy
  import pandas
  import pytest
  from tests.causal_manager_validator import validate_causal
  from tests.common_utils import create_iris_data
  from tests.counterfactual_manager_validator import validate_counterfactual
  from tests.error_analysis_validator import setup_error_analysis, validate_error_analysis
  from tests.explainer_manager_validator import setup_explainer, validate_explainer
  from rai_test_utils.datasets.tabular import create_binary_classification_dataset, create_cancer_data, create_housing_data
  from rai_test_utils.models.model_utils import create_models_classification, create_models_regression
  from rai_test_utils.models.sklearn import create_complex_classification_pipeline
  from rai_test_utils.utilities import is_valid_uuid
  from raiutils.models import ModelTask
  from responsibleai import ModelAnalysis
  from responsibleai._internal.constants import ManagerNames
  from responsibleai._tools.shared.state_directory_management import DirectoryManager
label_desc: Use image node_id 6 for calling the TestModelAnalysis obj's underlying member method code with example usage: obj.test_modelanalysis_housing(manager_type) without return types