
"""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
)
_a		       =							logging.getLogger(__name__)

if __name__ == "__main__":
    _a		       =							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)
    _a		       =							parser.parse_args()

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

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




"""simple docstring"""





from __future__ import annotations







def 	__a     (		__lowerCamelCase,		__lowerCamelCase,		__lowerCamelCase  ):
   if (voltage, current, resistance).count(0  ) != 1:
      raise ValueError("One and only one argument must be 0"  )
   if resistance < 0:
      raise ValueError("Resistance cannot be negative"  )
   if voltage == 0:
      return {"voltage": float(current * resistance  )}
   elif current == 0:
      return {"current": voltage / resistance}
   elif resistance == 0:
      return {"resistance": voltage / current}
   else:
      raise ValueError("Exactly one argument must be 0"  )


if __name__ == "__main__":
    import doctest

    doctest.testmod()


