code: def set_random_seed(random_seed):
      os.environ["PYTHONHASHSEED"] = str(random_seed)
      random.seed(random_seed)
      numpy.random.seed(random_seed)
      torch.manual_seed(random_seed)
      if torch.cuda.is_available():
          torch.cuda.manual_seed(random_seed)
  
imports: import copy
  import functools
  import os
  import random
  import subprocess
  import weakref
  from collections import OrderedDict
  from collections.abc import Mapping
  from typing import Any, Dict, TYPE_CHECKING
  import numpy
  import torch
  from ludwig.api_annotations import DeveloperAPI
  from ludwig.constants import PROC_COLUMN
  from ludwig.globals import DESCRIPTION_FILE_NAME
  from ludwig.utils import fs_utils
  from ludwig.utils.fs_utils import find_non_existing_dir_by_adding_suffix
label_desc: Use image node_id 1 for calling a global function with example usage: set_random_seed(random_seed) without return types