code: def _get_class_to_task_mapping():
      from openai.api_resources import (
          Audio,
          ChatCompletion,
          Completion,
          Deployment,
          Edit,
          Embedding,
          Engine,
          File,
          FineTune,
          Image,
          Moderation,
      )
      from openai.api_resources import (
          Model as OpenAIModel,
      )
  
      return {
          Audio: Audio.OBJECT_NAME,
          ChatCompletion: ChatCompletion.OBJECT_NAME,
          Completion: Completion.OBJECT_NAME,
          Edit: Edit.OBJECT_NAME,
          Deployment: Deployment.OBJECT_NAME,
          Embedding: Embedding.OBJECT_NAME,
          Engine: Engine.OBJECT_NAME,
          File: File.OBJECT_NAME,
          Image: Image.OBJECT_NAME,
          FineTune: FineTune.OBJECT_NAME,
          OpenAIModel: OpenAIModel.OBJECT_NAME,
          Moderation: "moderations",
      }
  
imports: import itertools
  import logging
  import os
  import warnings
  from string import Formatter
  from typing import Any, Dict, Optional, Set
  import yaml
  import mlflow
  from mlflow import pyfunc
  from mlflow.environment_variables import _MLFLOW_TESTING, MLFLOW_OPENAI_SECRET_SCOPE
  from mlflow.exceptions import MlflowException
  from mlflow.models import Model, ModelInputExample, ModelSignature
  from mlflow.models.model import MLMODEL_FILE_NAME
  from mlflow.models.utils import _save_example
  from mlflow.protos.databricks_pb2 import INVALID_PARAMETER_VALUE
  from mlflow.tracking._model_registry import DEFAULT_AWAIT_MAX_SLEEP_SECONDS
  from mlflow.tracking.artifact_utils import _download_artifact_from_uri
  from mlflow.types import ColSpec, Schema, TensorSpec
  from mlflow.utils.annotations import experimental
  from mlflow.utils.databricks_utils import check_databricks_secret_scope_access, is_in_databricks_runtime
  from mlflow.utils.docstring_utils import LOG_MODEL_PARAM_DOCS, format_docstring
  from mlflow.utils.environment import _CONDA_ENV_FILE_NAME, _CONSTRAINTS_FILE_NAME, _PYTHON_ENV_FILE_NAME, _REQUIREMENTS_FILE_NAME, _mlflow_conda_env, _process_conda_env, _process_pip_requirements, _PythonEnv, _validate_env_arguments
  from mlflow.utils.file_utils import write_to
  from mlflow.utils.model_utils import _add_code_from_conf_to_system_path, _get_flavor_configuration, _validate_and_copy_code_paths, _validate_and_prepare_target_save_path
  from mlflow.utils.openai_utils import REQUEST_URL_CHAT, REQUEST_URL_COMPLETIONS, REQUEST_URL_EMBEDDINGS, _OAITokenHolder, _OpenAIApiConfig, _OpenAIEnvVar, _validate_model_params
  from mlflow.utils.requirements_utils import _get_pinned_requirement
label_desc: Use image node_id 3 for calling a global function with example usage: _get_class_to_task_mapping() and returns: dict