




'''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







'''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() = }")

