code: def __call__(self, wrapped, instance, args, kwargs):
      file = self.file
      file_params = {}
  
      #################### Locate Parameters File ####################
      if not file and self.key is not None:
          with suppress(TypeError):
              file = kwargs.get(self.key, None) or args[self.key]
  
      if (
          file
      ):  # If `file=None`, continue with empty dict of `file_params`
          file_params = read_json(file)
  
      if not isinstance(file_params, dict):
          raise TypeError(
              "{} must have dict, not {}".format(file, file_params)
          )
  
      #################### Check Valid Parameters for `wrapped` ####################
      ok_keys = [
          k
          for k, v in signature(wrapped).parameters.items()
          if v.kind == v.KEYWORD_ONLY
      ]
  
      for k, v in file_params.items():
          if k not in ok_keys:
              if self.verbose:
                  G.warn(
                      f"Invalid key ({k}) in user parameters file: {file}"
                  )
          if k not in kwargs:
              kwargs[k] = v
              if self.verbose:
                  G.debug(
                      f"Parameter `{k}` set to user default in parameters file: '{file}'"
                  )
  
      return wrapped(*args, **kwargs)
  
imports: from hyperparameter_hunter.settings import G
  from contextlib import suppress
  from inspect import signature
  import numpy
  import os
  import os.path
  import pandas
  import simplejson
  from typing import Union
  import wrapt
label_desc: Use image node_id 2 for calling the ParametersFromFile obj's underlying member method code with example usage: obj.__call__(wrapped, instance, args, kwargs) and returns: wrapped