code: def as_error_report(error_dict):
      """Helper function to convert a dictionary to an ErrorReport object.
  
      :param error_dict: The dictionary to convert.
      :type error_dict: dict
      :return: The converted ErrorReport.
      :rtype: ErrorReport
      """
      if METADATA in error_dict:
          version = error_dict[METADATA].get(_VERSION)
          if version is None:
              raise ValueError("No version field in the json input")
          elif version not in _AllVersions:
              raise ValueError(
                  "Unknown version in read ErrorReport: {}".format(
                      version
                  )
              )
          if version == _ErrorReportVersion1:
              return ErrorReport(
                  error_dict[TREE], error_dict[MATRIX], error_dict[ID]
              )
          extra_args = {}
          if IMPORTANCES in error_dict:
              extra_args[IMPORTANCES] = error_dict[IMPORTANCES]
          if ROOT_STATS in error_dict:
              extra_args[ROOT_STATS] = error_dict[ROOT_STATS]
          if ID in error_dict:
              extra_args[ID] = error_dict[ID]
          return ErrorReport(
              error_dict[TREE],
              error_dict[MATRIX],
              error_dict[TREE_FEATURES],
              error_dict[MATRIX_FEATURES],
              **extra_args,
          )
      else:
          return error_dict
  
file_path: responsible-ai-toolbox/erroranalysis/erroranalysis/report/error_report.py
imports: import json
  import uuid
  from raiutils.data_processing import serialize_json_safe
label_desc: Use image node_id 2 for calling a global function with example usage: as_error_report(error_dict) and returns: ErrorReport, error_dict, ErrorReport