code: def _tqdm_progress_bar_fn(iterable: Iterable[Any]) -> Iterable[Any]:
      """The TQDM progress bar function."""
      # pytype: disable=import-error
      import tqdm  # pylint: disable=g-import-not-at-top
  
      # pytype: enable=import-error
      return tqdm.tqdm(iterable, leave=True)
  
imports: import functools
  import typing
  from typing import Any, Callable, Iterable, NamedTuple, Optional
  import numpy
  from fun_mc import backend
  from fun_mc import fun_mc_lib
  from fun_mc import malt
  from fun_mc import sga_hmc
  from fun_mc.malt import *
  from fun_mc.sga_hmc import *
label_desc: Use image node_id 7 for calling a global function with example usage: _tqdm_progress_bar_fn(iterable) and returns: tqdm