





import numpy as np

def     UpperCAmelCase_						(						_UpperCAmelCase       :int     ,	_UpperCAmelCase       :Optional[int]="utf-8"     ,	_UpperCAmelCase       :Union[str, Any]="surrogatepass"							)  ->							int:
     '''simple docstring'''


     A_					      =					bin(int.from_bytes(text.encode(__a     ,	__a							)     ,	'''big'''							)							)[2:]
     return bits.zfill(8 * ((len(__a							) + 7) // 8)							)

def     UpperCAmelCase_						(						_UpperCAmelCase       :List[Any]     ,	_UpperCAmelCase       :str="utf-8"     ,	_UpperCAmelCase       :List[str]="surrogatepass"							)  ->							Dict:
     '''simple docstring'''


     A_					      =					int(__a     ,	2							)
     return n.to_bytes((n.bit_length() + 7) // 8     ,	'''big'''							).decode(__a     ,	__a							) or "\0"

def     UpperCAmelCase_						(						_UpperCAmelCase       :str     ,	_UpperCAmelCase       :int							)  ->							int:
     '''simple docstring'''


     if size_par + len(__a							) <= 2**size_par - (len(__a							) - 1):
          raise ValueError('''size of parity don\'t match with size of data'''							)

     A_					      =					[]
     A_					      =					[]
     A_					      =					[bin(__a							)[2:] for x in range(1     ,	size_par + len(__a							) + 1							)]

     # sorted information data for the size of the output data
     A_					      =					[]
     # data position template + parity
     A_					      =					[]
     # parity bit counter
     A_					      =					0
     # counter position of data bits
     A_					      =					0

     for x in range(1     ,	size_par + len(__a							) + 1							):
          # Performs a template of bit positions - who should be given,
          # and who should be parity
          if qtd_bp < size_par:
               if (np.log(__a							) / np.log(2							)).is_integer():
                    data_out_gab.append('''P'''							)
                    A_					      =					qtd_bp + 1
               else:
                    data_out_gab.append('''D'''							)
          else:
               data_out_gab.append('''D'''							)

          # Sorts the data to the new output size
          if data_out_gab[-1] == "D":
               data_ord.append(data[cont_data]							)
               cont_data += 1
          else:
               data_ord.append(__a							)

    # Calculates parity
     A_					      =					0  # parity bit counter
     for bp in range(1     ,	size_par + 1							):
          # Bit counter one for a given parity
          A_					      =					0
          # counter to control the loop reading
          A_					      =					0
          for x in data_ord:
               if x is not None:
                    try:
                         A_					      =					(bin_pos[cont_loop])[-1 * (bp)]
                    except IndexError:
                         A_					      =					'''0'''
                    if aux == "1" and x == "1":
                         cont_bo += 1
               cont_loop += 1
          parity.append(cont_bo % 2							)

          qtd_bp += 1

     # Mount the message
     A_					      =					0  # parity bit counter
     for x in range(0     ,	size_par + len(__a							)							):
          if data_ord[x] is None:
               data_out.append(str(parity[cont_bp]							)							)
               cont_bp += 1
          else:
               data_out.append(data_ord[x]							)

     return data_out


def     UpperCAmelCase_						(						_UpperCAmelCase       :Tuple     ,	_UpperCAmelCase       :Optional[Any]							)  ->							int:
     '''simple docstring'''


     A_					      =					[]
     # Parity bit counter
     A_					      =					0
     # Counter p data bit reading
     A_					      =					0
     # list of parity received
     A_					      =					[]
     A_					      =					[]

     for x in range(1     ,	len(__a							) + 1							):
          # Performs a template of bit positions - who should be given,
          #  and who should be parity
          if qtd_bp < size_par and (np.log(__a							) / np.log(2							)).is_integer():
               data_out_gab.append('''P'''							)
               A_					      =					qtd_bp + 1
          else:
               data_out_gab.append('''D'''							)

          # Sorts the data to the new output size
          if data_out_gab[-1] == "D":
               data_output.append(data[cont_data]							)
          else:
               parity_received.append(data[cont_data]							)
          cont_data += 1

     # -----------calculates the parity with the data
     A_					      =					[]
     A_					      =					[]
     A_					      =					[bin(__a							)[2:] for x in range(1     ,	size_par + len(__a							) + 1							)]

     #  sorted information data for the size of the output data
     A_					      =					[]
     # Data position feedback + parity
     A_					      =					[]
     # Parity bit counter
     A_					      =					0
     # Counter p data bit reading
     A_					      =					0

     for x in range(1     ,	size_par + len(__a							) + 1							):
          # Performs a template position of bits - who should be given,
          # and who should be parity
          if qtd_bp < size_par and (np.log(__a							) / np.log(2							)).is_integer():
               data_out_gab.append('''P'''							)
               A_					      =					qtd_bp + 1
          else:
               data_out_gab.append('''D'''							)

          # Sorts the data to the new output size
          if data_out_gab[-1] == "D":
               data_ord.append(data_output[cont_data]							)
               cont_data += 1
          else:
               data_ord.append(__a							)

    # Calculates parity
     A_					      =					0  # parity bit counter
     for bp in range(1     ,	size_par + 1							):
          # Bit counter one for a certain parity
          A_					      =					0
          # Counter to control loop reading
          A_					      =					0
          for x in data_ord:
               if x is not None:
                    try:
                         A_					      =					(bin_pos[cont_loop])[-1 * (bp)]
                    except IndexError:
                         A_					      =					'''0'''
                    if aux == "1" and x == "1":
                         cont_bo += 1
               cont_loop += 1
          parity.append(str(cont_bo % 2							)							)

          qtd_bp += 1

     # Mount the message
     A_					      =					0  # Parity bit counter
     for x in range(0     ,	size_par + len(__a							)							):
          if data_ord[x] is None:
               data_out.append(str(parity[cont_bp]							)							)
               cont_bp += 1
          else:
               data_out.append(data_ord[x]							)

     A_					      =					parity_received == parity
     return data_output, ack






from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


a__			:    Tuple			      =		{'configuration_yoso': ['YOSO_PRETRAINED_CONFIG_ARCHIVE_MAP', 'YosoConfig']}

try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      a__			:    Optional[int]			      =		[
          'YOSO_PRETRAINED_MODEL_ARCHIVE_LIST',
          'YosoForMaskedLM',
          'YosoForMultipleChoice',
          'YosoForQuestionAnswering',
          'YosoForSequenceClassification',
          'YosoForTokenClassification',
          'YosoLayer',
          'YosoModel',
          'YosoPreTrainedModel',
      ]


if TYPE_CHECKING:
      from .configuration_yoso import YOSO_PRETRAINED_CONFIG_ARCHIVE_MAP, YosoConfig

      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_yoso import (
                YOSO_PRETRAINED_MODEL_ARCHIVE_LIST,
                YosoForMaskedLM,
                YosoForMultipleChoice,
                YosoForQuestionAnswering,
                YosoForSequenceClassification,
                YosoForTokenClassification,
                YosoLayer,
                YosoModel,
                YosoPreTrainedModel,
            )


else:
      import sys

      a__			:    Union[str, Any]			      =		_LazyModule(__name__, globals()['__file__'], _import_structure)



