code: def predictor_from_state(
      state_file: str, code: str = None
  ) -> PredictorInterface:
      """
      :param state_file: The file containing the pickle resulting from calling ``save`` on a ``Predictor`` object
      :param code: The ``Predictor``'s code in text form
  
      :returns: A lightwood ``Predictor`` object
      """
      try:
          module_name = None
          with open(state_file, "rb") as fp:
              predictor = dill.load(fp)
      except Exception as e:
          module_name = str(e).lstrip("No module named '").split("'")[0]
          if code is None:
              raise Exception(
                  "Provide code when loading a predictor from outside the scope/script it was created in!"
              )
  
      if module_name is not None:
          try:
              del sys.modules[module_name]
          except Exception:
              pass
          gc.collect()
          _module_from_code(code, module_name)
          with open(state_file, "rb") as fp:
              predictor = dill.load(fp)
  
      return predictor
  
imports: import os
  from typing import Union
  import dill
  import pandas
  from lightwood.api.types import JsonAI, ProblemDefinition
  from dataprep_ml.insights import statistical_analysis
  from type_infer.api import infer_types
  from lightwood.api.predictor import PredictorInterface
  from lightwood.api.json_ai import generate_json_ai
  from lightwood.helpers.codegen import code_from_json_ai, _module_from_code, _predictor_from_code
  import sys
  import gc
  import time
  from lightwood.helpers.log import log
  from shutil import copyfile
label_desc: Use image node_id 7 for calling a global function with example usage: predictor_from_state(state_file, code) and returns: predictor