code: 
  
  
  
  
  '''simple docstring'''
  
  
  
  
  
  import os
  from typing import List
  
  
  def 				UpperCamelCase	(  snake_case	,     snake_case   ):
  
  
  
  
     '''simple docstring'''
  
     if name != "training_function" and name != "main":
        raise ValueError(f"""Incorrect function name passed: {name}, choose either 'main' or 'training_function'"""   )
     SCREAMING_SNAKE_CASE__			:				Union[str, Any]       						= [], False
     for line in lines:
        if not found_start and f"""def {name}""" in line:
           SCREAMING_SNAKE_CASE__			:				Dict       						= True
           good_lines.append(snake_case   )
           continue
        if found_start:
           if name == "training_function" and "def main" in line:
              return good_lines
           if name == "main" and "if __name__" in line:
              return good_lines
           good_lines.append(snake_case   )
  
  
  def 				UpperCamelCase	(  snake_case   ):
  
  
  
  
     '''simple docstring'''
  
     return [line for line in lines if not line.lstrip().startswith('''#'''   ) and line != "\n"]
  
  
  
  
  
  
  
  def 				UpperCamelCase	(  snake_case	,     snake_case	,     snake_case	,     snake_case = None   ):
  
  
  
  
     '''simple docstring'''
  
     with open(snake_case	,     '''r'''   ) as f:
        SCREAMING_SNAKE_CASE__			:				List[Any]       						= f.readlines()
     with open(os.path.abspath(os.path.join('''examples'''	,     '''nlp_example.py'''   )   )	,     '''r'''   ) as f:
        SCREAMING_SNAKE_CASE__			:				str       						= f.readlines()
     with open(snake_case	,     '''r'''   ) as f:
        SCREAMING_SNAKE_CASE__			:				List[str]       						= f.readlines()
     if secondary_filename is not None:
        with open(snake_case	,     '''r'''   ) as f:
           SCREAMING_SNAKE_CASE__			:				Tuple       						= f.readlines()
  
      # This is our base, we remove all the code from here in our `full_filename` and `feature_filename` to find the new content
     if parser_only:
        SCREAMING_SNAKE_CASE__			:				int       						= clean_lines(get_function_contents_by_name(snake_case	,     '''main'''   )   )
        SCREAMING_SNAKE_CASE__			:				Any       						= clean_lines(get_function_contents_by_name(snake_case	,     '''main'''   )   )
        SCREAMING_SNAKE_CASE__			:				Optional[int]       						= clean_lines(get_function_contents_by_name(snake_case	,     '''main'''   )   )
        if secondary_filename is not None:
           SCREAMING_SNAKE_CASE__			:				Any       						= clean_lines(get_function_contents_by_name(snake_case	,     '''main'''   )   )
     else:
        SCREAMING_SNAKE_CASE__			:				Optional[Any]       						= clean_lines(get_function_contents_by_name(snake_case	,     '''training_function'''   )   )
        SCREAMING_SNAKE_CASE__			:				str       						= clean_lines(get_function_contents_by_name(snake_case	,     '''training_function'''   )   )
        SCREAMING_SNAKE_CASE__			:				Optional[int]       						= clean_lines(get_function_contents_by_name(snake_case	,     '''training_function'''   )   )
        if secondary_filename is not None:
           SCREAMING_SNAKE_CASE__			:				Tuple       						= clean_lines(
               get_function_contents_by_name(snake_case	,     '''training_function'''   )   )
  
     SCREAMING_SNAKE_CASE__			:				Any       						= '''train_dataloader, eval_dataloader = get_dataloaders(accelerator, batch_size)\n'''
  
     # Specific code in our script that differs from the full version, aka what is new
     SCREAMING_SNAKE_CASE__			:				int       						= []
     SCREAMING_SNAKE_CASE__			:				int       						= []  # We keep track of the idxs just in case it's a repeated statement
     SCREAMING_SNAKE_CASE__			:				Dict       						= iter(snake_case   )
     for i in range(len(snake_case   ) - 1   ):
        if i not in passed_idxs:
           SCREAMING_SNAKE_CASE__			:				Dict       						= next(snake_case   )
           if (line not in full_file_func) and (line.lstrip() != _dl_line):
              if "TESTING_MOCKED_DATALOADERS" not in line:
                 new_feature_code.append(snake_case   )
                 passed_idxs.append(snake_case   )
              else:
                 # Skip over the `config['num_epochs'] = 2` statement
                 SCREAMING_SNAKE_CASE__			:				List[str]       						= next(snake_case   )
  
      # Extract out just the new parts from the full_file_training_func
     SCREAMING_SNAKE_CASE__			:				Union[str, Any]       						= []
     SCREAMING_SNAKE_CASE__			:				List[Any]       						= []  # We keep track of the idxs just in case it's a repeated statement
     for i, line in enumerate(snake_case   ):
        if i not in passed_idxs:
           if (line not in full_file_func) and (line.lstrip() != _dl_line):
              if "TESTING_MOCKED_DATALOADERS" not in line:
                 new_full_example_parts.append(snake_case   )
                 passed_idxs.append(snake_case   )
  
      # Finally, get the overall diff
     SCREAMING_SNAKE_CASE__			:				Dict       						= [line for line in new_feature_code if line not in new_full_example_parts]
     if secondary_filename is not None:
        SCREAMING_SNAKE_CASE__			:				Union[str, Any]       						= [line for line in full_file_contents if line not in secondary_file_func]
        SCREAMING_SNAKE_CASE__			:				str       						= [line for line in diff_from_example if line not in diff_from_two]
  
     return diff_from_example
  
  
style_context: 
  
  
  
  
  '''simple docstring'''
  
  
  
  
  
  def 				UpperCamelCase	(  snake_case = 99_80_01   ):
  
  
  
  
     '''simple docstring'''
  
     for number in range(n - 1	,     99_99	,     -1   ):
        SCREAMING_SNAKE_CASE__			:				int       						= str(snake_case   )
  
        # checks whether 'str_number' is a palindrome.
        if str_number == str_number[::-1]:
           SCREAMING_SNAKE_CASE__			:				Any       						= 9_99
  
           # if 'number' is a product of two 3-digit numbers
           # then number is the answer otherwise fetch next number.
           while divisor != 99:
              if (number % divisor == 0) and (len(str(number // divisor   )   ) == 3.0):
                 return number
              divisor -= 1
     raise ValueError('''That number is larger than our acceptable range.'''   )
  
  
  if __name__ == "__main__":
         print(F"{solution() = }")
  
  