"""simple docstring"""



import multiprocessing
import time

from arguments import PretokenizationArguments
from datasets import load_dataset

from transformers import AutoTokenizer, HfArgumentParser





def    SCREAMING_SNAKE_CASE       (     snake_case):
     __snake_case				=							{}
     __snake_case				=							tokenizer(example['''content'''],      truncation=snake_case)['''input_ids''']
     __snake_case				=							len(example['''content''']) / len(output['''input_ids'''])
     return output


__lowercase		:		str														=							HfArgumentParser(PretokenizationArguments)
__lowercase		:		int														=							parser.parse_args()
if args.num_workers is None:
       __lowercase		:		Union[str, Any]														=							multiprocessing.cpu_count()
__lowercase		:		Dict														=							AutoTokenizer.from_pretrained(args.tokenizer_dir)

__lowercase		:		str														=							time.time()
__lowercase		:		int														=							load_dataset(args.dataset_name, split="train")
print(F"""Dataset loaded in {time.time()-t_start:.2f}s""")

__lowercase		:		Union[str, Any]														=							time.time()
__lowercase		:		int														=							ds.map(
    tokenize,
    num_proc=args.num_workers,
    remove_columns=[
        "repo_name",
        "path",
        "copies",
        "size",
        "content",
        "license",
        "hash",
        "line_mean",
        "line_max",
        "alpha_frac",
        "autogenerated",
    ],
)
print(F"""Dataset tokenized in {time.time()-t_start:.2f}s""")

__lowercase		:		Any														=							time.time()
ds.push_to_hub(args.tokenized_data_repo)




print(F"""Data pushed to the hub in {time.time()-t_start:.2f}s""")
"""simple docstring"""



def    SCREAMING_SNAKE_CASE       (     snake_case):
     return 1 if digit in (0, 1) else (digit * factorial(digit - 1))





def    SCREAMING_SNAKE_CASE       (     snake_case):
     __snake_case				=							0
     __snake_case				=							number
     while duplicate > 0:
          __snake_case		,	__snake_case				=							divmod(snake_case,      10)
          fact_sum += factorial(snake_case)
     return fact_sum == number


if __name__ == "__main__":
       print("Program to check whether a number is a Krisnamurthy Number or not.")
       __lowercase		:		Optional[int]														=							int(input("Enter number: ").strip())
       print(
           F"""{number} is {'' if krishnamurthy(number) else 'not '}a Krishnamurthy Number."""
       )