


'''simple docstring'''






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
)
__UpperCAmelCase       							=				logging.getLogger(__name__)

if __name__ == "__main__":
		__UpperCAmelCase       							=				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=30_522, type=int)
		__UpperCAmelCase       							=				parser.parse_args()

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

		logger.info('''Counting occurrences for MLM.''')
		__UpperCAmelCase       							=				Counter()
		for tk_ids in data:
				counter.update(tk_ids)
		__UpperCAmelCase       							=				[0] * args.vocab_size
		for k, v in counter.items():
				__UpperCAmelCase       							=				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 __future__ import annotations

from fractions import Fraction


def A    (							__UpperCamelCase			,						__UpperCamelCase       )    ->   bool:
			return (
			    num != den and num % 10 == den // 10 and (num // 10) / (den % 10) == num / den
			)


def A    (							__UpperCamelCase       )    ->   list[str]:
			A__	  =     []
			A__	  =     11
			A__	  =     int('1' + '0' * digit_len       )
			for num in range(__UpperCamelCase			,						__UpperCamelCase       ):
						while den <= 99:
									if (num != den) and (num % 10 == den // 10) and (den % 10 != 0):
												if is_digit_cancelling(__UpperCamelCase			,						__UpperCamelCase       ):
															solutions.append(f'''{num}/{den}'''       )
									den += 1
						num += 1
						A__	  =     10
			return solutions


def A    (							__UpperCamelCase = 2       )    ->   int:
			A__	  =     1.0
			for fraction in fraction_list(__UpperCamelCase       ):
						A__	  =     Fraction(__UpperCamelCase       )
						result *= frac.denominator / frac.numerator
			return int(__UpperCamelCase       )


if __name__ == "__main__":
							print(solution())




