code: def resolve_adapter_config(
      config: Union[dict, str],
      local_map=None,
      try_loading_from_hub=True,
      **kwargs,
  ) -> dict:
      """
      Resolves a given adapter configuration specifier to a full configuration dictionary.
  
      Args:
          config (Union[dict, str]): The configuration to resolve. Can be either:
  
              - a dictionary: returned without further action
              - an identifier string available in local_map
              - the path to a file containing a full adapter configuration
              - an identifier string available in Adapter-Hub
  
      Returns:
          dict: The resolved adapter configuration dictionary.
      """
      # already a dict, so we don't have to do anything
      if isinstance(config, Mapping):
          return config
      # first, look in local map
      if local_map and config in local_map:
          return local_map[config]
      # load from file system if it's a local file
      if isfile(config):
          with open(config, "r") as f:
              loaded_config = json.load(f)
              # search for nested config if the loaded dict has the form of a config saved with an adapter module
              if "config" in loaded_config:
                  return loaded_config["config"]
              else:
                  return loaded_config
      # download hub index file
      if try_loading_from_hub:
          index_file = download_cached(
              ADAPTER_HUB_CONFIG_FILE, **kwargs
          )
          if not index_file:
              raise EnvironmentError(
                  "Unable to load adapter hub index file. The file might be temporarily unavailable."
              )
          with open(index_file, "r") as f:
              config_index = json.load(f)
      # parse the config string
      config_pairs = parse_adapter_config_string(config)
      if len(config_pairs) > 0:
          full_configs = []
          for name, config_kwargs in config_pairs:
              # first, look in local map
              if local_map and name in local_map:
                  config_obj = local_map[name]
                  full_configs.append(
                      config_obj.replace(**config_kwargs)
                  )
              # now, try to find in hub index
              elif try_loading_from_hub and name in config_index:
                  config_obj = config_index[name]
                  config_obj.update(**config_kwargs)
                  full_configs.append(config_obj)
              else:
                  raise ValueError(
                      "Could not identify '{}' as a valid adapter configuration.".format(
                          name
                      )
                  )
          # Case 1: only one config, return it directly
          if len(full_configs) == 1:
              return full_configs[0]
          # Case 2: multiple configs, return a config union
          elif len(full_configs) > 1:
              return {"architecture": "union", "configs": full_configs}
  
      raise ValueError(
          "Could not identify '{}' as a valid adapter configuration.".format(
              config
          )
      )
  
imports: import ast
  import fnmatch
  import hashlib
  import inspect
  import io
  import json
  import logging
  import os
  import re
  import shutil
  import tarfile
  import tempfile
  from collections.abc import Mapping
  from contextlib import contextmanager
  from dataclasses import dataclass
  from enum import Enum
  from functools import partial
  from os.path import basename, isdir, isfile, join
  from pathlib import Path
  from typing import Callable, Dict, List, Optional, Tuple, Union
  from urllib.parse import urlparse
  from zipfile import ZipFile, is_zipfile
  import torch
  import requests
  from filelock import FileLock
  from huggingface_hub import HfApi, HfFolder, snapshot_download
  from huggingface_hub.file_download import http_get, url_to_filename
  from huggingface_hub.utils import EntryNotFoundError, RepositoryNotFoundError, RevisionNotFoundError, hf_raise_for_status
  from requests.exceptions import HTTPError
  from transformers.utils import http_user_agent, is_remote_url
  from transformers.utils.hub import torch_cache_home
  from .None import __version__
  from .context import ForwardContext
label_desc: Use image node_id 9 for calling a global function with example usage: resolve_adapter_config(config, local_map, try_loading_from_hub) and returns: config, local_map, full_configs, loaded_config, loaded_config, dict