





import multiprocessing
import time

from arguments import PretokenizationArguments
from datasets import load_dataset

from transformers import AutoTokenizer, HfArgumentParser
def      A__       (    SCREAMING_SNAKE_CASE_   :      int						)  ->  List[str]:






   """simple docstring"""







   _UpperCAmelCase           =   {}
   _UpperCAmelCase           =   tokenizer(example['''content''']				,	truncation=SCREAMING_SNAKE_CASE_						)['''input_ids''']
   _UpperCAmelCase           =   len(example['''content''']						) / len(output['''input_ids''']						)
   return output


UpperCAmelCase_           =	HfArgumentParser(PretokenizationArguments)
UpperCAmelCase_           =	parser.parse_args()
if args.num_workers is None:
   UpperCAmelCase_           =	multiprocessing.cpu_count()
UpperCAmelCase_           =	AutoTokenizer.from_pretrained(args.tokenizer_dir)

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

UpperCAmelCase_           =	time.time()
UpperCAmelCase_           =	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''')

UpperCAmelCase_           =	time.time()
ds.push_to_hub(args.tokenized_data_repo)
print(f'''Data pushed to the hub in {time.time()-t_start:.2f}s''')






from math import sqrt
def      A__       (    SCREAMING_SNAKE_CASE_   :      int						)  ->  bool:






   """simple docstring"""







   if 1 < number < 4:
      # 2 and 3 are primes
      return True
   elif number < 2 or number % 2 == 0 or number % 3 == 0:
      # Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
      return False

   # All primes number are in format of 6k +/- 1
   for i in range(5				,	int(sqrt(SCREAMING_SNAKE_CASE_						) + 1						)				,	6						):
      if number % i == 0 or number % (i + 2) == 0:
         return False
   return True
def      A__       (    SCREAMING_SNAKE_CASE_   :      int = 1_00_01						)  ->  int:






   """simple docstring"""







   _UpperCAmelCase           =   0
   _UpperCAmelCase           =   1
   while count != nth and number < 3:
      number += 1
      if is_prime(SCREAMING_SNAKE_CASE_						):
         count += 1
   while count != nth:
      number += 2
      if is_prime(SCREAMING_SNAKE_CASE_						):
         count += 1
   return number


if __name__ == "__main__":
   print(f'''{solution() = }''')