


from arguments import TokenizerTrainingArguments
from datasets import load_dataset
from tqdm import tqdm

from transformers import AutoTokenizer, HfArgumentParser
from transformers.models.gpta.tokenization_gpta import bytes_to_unicode
def 	_lowerCamelCase  (		A_  :	List[Any]=1_0      )			->			List[str]:

   '''simple docstring'''






   for _ in tqdm(range(0							,  args.n_examples							,  A_      )      ):
      yield [next(A_      )[args.text_column] for _ in range(A_      )]


# Configuration
__UpperCAmelCase      			=  HfArgumentParser(TokenizerTrainingArguments)
__UpperCAmelCase      			=  parser.parse_args()

# Base tokenizer
__UpperCAmelCase      			=  AutoTokenizer.from_pretrained(args.base_tokenizer)
__UpperCAmelCase      			=  list(bytes_to_unicode().values())

# Load dataset
__UpperCAmelCase      			=  load_dataset(args.dataset_name, split="""train""", streaming=True)
__UpperCAmelCase      			=  iter(dataset)


# Training and saving
__UpperCAmelCase      			=  tokenizer.train_new_from_iterator(
    batch_iterator(), vocab_size=args.vocab_size, initial_alphabet=base_vocab
)
new_tokenizer.save_pretrained(args.tokenizer_name, push_to_hub=args.push_to_hub)





def 	_lowerCamelCase  (		A_  :	Union[str, Any]							,  A_  :	Optional[int]      )			->			Dict:

   '''simple docstring'''






   if len(str(A_      )      ) == 1 or len(str(A_      )      ) == 1:
      return a * b

   UpperCamelCase__ :			Any 						=max(len(str(A_      )      )							,  len(str(A_      )      )      )
   UpperCamelCase__ :			Optional[int] 						=ma // 2

   UpperCamelCase__						,	UpperCamelCase__ :			Dict 						=divmod(A_							,  1_0**ma      )
   UpperCamelCase__						,	UpperCamelCase__ :			Union[str, Any] 						=divmod(A_							,  1_0**ma      )

   UpperCamelCase__ :			List[Any] 						=karatsuba(A_							,  A_      )
   UpperCamelCase__ :			Dict 						=karatsuba((aa + aa)							,  (ba + ba)      )
   UpperCamelCase__ :			Optional[int] 						=karatsuba(A_							,  A_      )

   return (z * 1_0 ** (2 * ma)) + ((y - z - x) * 1_0 ** (ma)) + (x)
def 	_lowerCamelCase  (		)			->			Any:

   '''simple docstring'''






   print(karatsuba(1_5_4_6_3							,  2_3_4_8_9      )      )


if __name__ == "__main__":
     main()

