code: def test_nlu_config_doesnt_get_overridden(
      cli_parameters: Dict[Text, Any],
      check_node: Text,
      expected_config: Dict[Text, Any],
  ):
      config = rasa.shared.utils.io.read_yaml_file(
          "data/test_config/config_pretrained_embeddings_mitie_diet.yml"
      )
      recipe = Recipe.recipe_for_name(DefaultV1Recipe.name)
      model_config = recipe.graph_config_for_recipe(
          config,
          cli_parameters,
          training_type=TrainingType.BOTH,
          is_finetuning=True,
      )
  
      train_schema = model_config.train_schema
      mitie_node = train_schema.nodes.get(check_node)
      assert mitie_node.config == expected_config
  
imports: from typing import Text, Dict, Any, Set, List
  import shutil
  import pytest
  from _pytest.capture import CaptureFixture
  from pathlib import Path
  from rasa.engine.constants import PLACEHOLDER_TRACKER
  from rasa.shared.core.trackers import DialogueStateTracker
  from rasa.shared.nlu.training_data.message import Message
  import rasa.shared.utils.io
  from rasa.shared.constants import ASSISTANT_ID_KEY, CONFIG_AUTOCONFIGURABLE_KEYS
  from rasa.core.policies.ted_policy import TEDPolicy
  from rasa.engine.graph import GraphSchema, GraphComponent, ExecutionContext
  from rasa.engine.recipes.default_recipe import DefaultV1Recipe, DefaultV1RecipeRegisterException
  from rasa.engine.recipes.recipe import Recipe
  from rasa.engine.storage.resource import Resource
  from rasa.engine.storage.storage import ModelStorage
  from rasa.graph_components.validators.default_recipe_validator import DefaultV1RecipeValidator
  from rasa.nlu.classifiers.mitie_intent_classifier import MitieIntentClassifier
  from rasa.nlu.classifiers.sklearn_intent_classifier import SklearnIntentClassifier
  from rasa.nlu.extractors.mitie_entity_extractor import MitieEntityExtractor
  from rasa.shared.exceptions import InvalidConfigException
  from rasa.shared.data import TrainingType
  import rasa.engine.validation
  from rasa.shared.importers.rasa import RasaFileImporter
label_desc: Use image node_id 3 for calling a global function with example usage: test_nlu_config_doesnt_get_overridden(cli_parameters, check_node, expected_config) without return types