code: def duplicate_module(
      module_file: Union[str, os.PathLike],
      old_model_patterns: ModelPatterns,
      new_model_patterns: ModelPatterns,
      dest_file: Optional[str] = None,
      add_copied_from: bool = True,
  ):
      """
      Create a new module from an existing one and adapting all function and classes names from old patterns to new ones.
  
      Args:
          module_file (`str` or `os.PathLike`): Path to the module to duplicate.
          old_model_patterns (`ModelPatterns`): The patterns for the old model.
          new_model_patterns (`ModelPatterns`): The patterns for the new model.
          dest_file (`str` or `os.PathLike`, *optional*): Path to the new module.
          add_copied_from (`bool`, *optional*, defaults to `True`):
              Whether or not to add `# Copied from` statements in the duplicated module.
      """
      if dest_file is None:
          dest_file = str(module_file).replace(
              old_model_patterns.model_lower_cased,
              new_model_patterns.model_lower_cased,
          )
  
      with open(module_file, "r", encoding="utf-8") as f:
          content = f.read()
  
      content = re.sub(
          "# Copyright (\d+)\s", f"# Copyright {CURRENT_YEAR} ", content
      )
      objects = parse_module_content(content)
  
      # Loop and treat all objects
      new_objects = []
      for obj in objects:
          # Special cases
          if "PRETRAINED_CONFIG_ARCHIVE_MAP = {" in obj:
              # docstyle-ignore
              obj = (
                  f"{new_model_patterns.model_upper_cased}_PRETRAINED_CONFIG_ARCHIVE_MAP = "
                  + "{"
                  + f"""
      "{new_model_patterns.checkpoint}": "https://huggingface.co/{new_model_patterns.checkpoint}/resolve/main/config.json",
  """
                  + "}\n"
              )
              new_objects.append(obj)
              continue
          elif "PRETRAINED_MODEL_ARCHIVE_LIST = [" in obj:
              if obj.startswith("TF_"):
                  prefix = "TF_"
              elif obj.startswith("FLAX_"):
                  prefix = "FLAX_"
              else:
                  prefix = ""
              # docstyle-ignore
              obj = f"""{prefix}{new_model_patterns.model_upper_cased}_PRETRAINED_MODEL_ARCHIVE_LIST = [
      "{new_model_patterns.checkpoint}",
      # See all {new_model_patterns.model_name} models at https://huggingface.co/models?filter={new_model_patterns.model_type}
  ]
  """
              new_objects.append(obj)
              continue
  
          special_pattern = False
          for pattern, attr in SPECIAL_PATTERNS.items():
              if pattern in obj:
                  obj = obj.replace(
                      getattr(old_model_patterns, attr),
                      getattr(new_model_patterns, attr),
                  )
                  new_objects.append(obj)
                  special_pattern = True
                  break
  
          if special_pattern:
              continue
  
          # Regular classes functions
          old_obj = obj
          obj, replacement = replace_model_patterns(
              obj, old_model_patterns, new_model_patterns
          )
          has_copied_from = (
              re.search("^#\s+Copied from", obj, flags=re.MULTILINE)
              is not None
          )
          if (
              add_copied_from
              and not has_copied_from
              and _re_class_func.search(obj) is not None
              and len(replacement) > 0
          ):
              # Copied from statement must be added just before the class/function definition, which may not be the
              # first line because of decorators.
              module_name = get_module_from_file(module_file)
              old_object_name = _re_class_func.search(old_obj).groups()[
                  0
              ]
              obj = add_content_to_text(
                  obj,
                  f"# Copied from {module_name}.{old_object_name} with {replacement}",
                  add_before=_re_class_func,
              )
          # In all cases, we remove Copied from statement with indent on methods.
          obj = re.sub("\n[ ]+# Copied from [^\n]*\n", "\n", obj)
  
          new_objects.append(obj)
  
      with open(dest_file, "w", encoding="utf-8") as f:
          content = f.write("\n".join(new_objects))
  
imports: import difflib
  import json
  import os
  import re
  from argparse import ArgumentParser, Namespace
  from dataclasses import dataclass
  from datetime import date
  from itertools import chain
  from pathlib import Path
  from typing import Any, Callable, Dict, List, Optional, Pattern, Tuple, Union
  import transformers.models.auto
  from transformers.models.auto.configuration_auto import model_type_to_module_name
  from ..utils import is_flax_available, is_tf_available, is_torch_available, logging
  from .None import BaseTransformersCLICommand
label_desc: Use image node_id 9 for calling a global function with example usage: duplicate_module(module_file, old_model_patterns, new_model_patterns, dest_file, add_copied_from) without return types