import argparse
import logging
import pickle
from collections import Counter


logging.basicConfig(
    format="""%(asctime)s - %(levelname)s - %(name)s - %(message)s""", datefmt="""%m/%d/%Y %H:%M:%S""", level=logging.INFO
)
a  :      Tuple            =    logging.getLogger(__name__)

if __name__ == "__main__":
 a  :      str            =    argparse.ArgumentParser(
     description="""Token Counts for smoothing the masking probabilities in MLM (cf XLM/word2vec)"""
 )
 parser.add_argument(
     """--data_file""", type=str, default="""data/dump.bert-base-uncased.pickle""", help="""The binarized dataset."""
 )
 parser.add_argument(
     """--token_counts_dump""", type=str, default="""data/token_counts.bert-base-uncased.pickle""", help="""The dump file."""
 )
 parser.add_argument("""--vocab_size""", default=3_0_5_2_2, type=int)
 a  :      Tuple            =    parser.parse_args()

 logger.info(f'''Loading data from {args.data_file}''')
 with open(args.data_file, """rb""") as fp:
  a  :      Optional[Any]            =    pickle.load(fp)

 logger.info("""Counting occurrences for MLM.""")
 a  :      List[str]            =    Counter()
 for tk_ids in data:
  counter.update(tk_ids)
 a  :      Dict            =    [0] * args.vocab_size
 for k, v in counter.items():
  a  :      Optional[Any]            =    v

 logger.info(f'''Dump to {args.token_counts_dump}''')
 with open(args.token_counts_dump, """wb""") as handle:
  pickle.dump(counts, handle, protocol=pickle.HIGHEST_PROTOCOL)
from math import isqrt
def 		snake_case__	(		lowercase					):
   lowerCAmelCase_:							List[str]       =	[True] * max_number
   for i in range(2							,				isqrt(max_number - 1					) + 1					):
      if is_prime[i]:
         for j in range(i**2							,				lowercase							,				lowercase					):
            lowerCAmelCase_:							Dict       =	False

   return [i for i in range(2							,				lowercase					) if is_prime[i]]
def 		snake_case__	(		lowercase = 10**8					):
   lowerCAmelCase_:							Union[str, Any]       =	calculate_prime_numbers(max_number // 2					)

   lowerCAmelCase_:							Tuple       =	0
   lowerCAmelCase_:							List[Any]       =	0
   lowerCAmelCase_:							Dict       =	len(lowercase					) - 1
   while left <= right:
      while prime_numbers[left] * prime_numbers[right] >= max_number:
         right -= 1
      semiprimes_count += right - left + 1
      left += 1

   return semiprimes_count


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