code: def validate_component_state_directory(path, manager_type):
      all_dirs = os.listdir(path)
      assert manager_type in all_dirs
      all_component_paths = os.listdir(path / manager_type)
      for component_path in all_component_paths:
          # Test if the component directory has UUID structure
          is_valid_uuid(component_path)
          dm = DirectoryManager(path / manager_type, component_path)
  
          config_path = dm.get_config_directory()
          data_path = dm.get_data_directory()
          generators_path = dm.get_generators_directory()
  
          if manager_type == ManagerNames.EXPLAINER:
              assert not config_path.exists()
              assert data_path.exists()
              assert not generators_path.exists()
          elif manager_type == ManagerNames.COUNTERFACTUAL:
              assert config_path.exists()
              assert data_path.exists()
              assert generators_path.exists()
          elif manager_type == ManagerNames.ERROR_ANALYSIS:
              assert config_path.exists()
              assert data_path.exists()
              assert not generators_path.exists()
          elif manager_type == ManagerNames.CAUSAL:
              assert not config_path.exists()
              assert data_path.exists()
              assert not generators_path.exists()
  
imports: import os
  import pickle
  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 RAIInsights
  from responsibleai._internal.constants import ManagerNames, SerializationAttributes
  from responsibleai._tools.shared.state_directory_management import DirectoryManager
  from responsibleai.feature_metadata import FeatureMetadata
label_desc: Use image node_id 3 for calling a global function with example usage: validate_component_state_directory(path, manager_type) without return types