import numpy as np



def       __SCREAMING_SNAKE_CASE    (   __UpperCamelCase       :			Optional[Any]					,	__UpperCamelCase       :			Optional[Any]="utf-8"					,	__UpperCamelCase       :			Any="surrogatepass"      )				->   Any:







  """simple docstring"""





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



def       __SCREAMING_SNAKE_CASE    (   __UpperCamelCase       :			int					,	__UpperCamelCase       :			Union[str, Any]="utf-8"					,	__UpperCamelCase       :			Dict="surrogatepass"      )				->   List[str]:







  """simple docstring"""





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



def       __SCREAMING_SNAKE_CASE    (   __UpperCamelCase       :			Any					,	__UpperCamelCase       :			List[str]      )				->   Dict:







  """simple docstring"""





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

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

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

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

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

    qtd_bp += 1

  # Mount the message
  SCREAMING_SNAKE_CASE__     				= 0  # parity bit counter
  for x in range(0					,	size_par + len(__UpperCamelCase      )      ):
    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       __SCREAMING_SNAKE_CASE    (   __UpperCamelCase       :			int					,	__UpperCamelCase       :			Optional[int]      )				->   Dict:







  """simple docstring"""





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

  for x in range(1					,	len(__UpperCamelCase      ) + 1      ):
    # Performs a template of bit positions - who should be given,
    #  and who should be parity
    if qtd_bp < size_par and (np.log(__UpperCamelCase      ) / np.log(2      )).is_integer():
      data_out_gab.append("""P"""      )
      SCREAMING_SNAKE_CASE__     				= 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
  SCREAMING_SNAKE_CASE__     				= []
  SCREAMING_SNAKE_CASE__     				= []
  SCREAMING_SNAKE_CASE__     				= [bin(__UpperCamelCase      )[2:] for x in range(1					,	size_par + len(__UpperCamelCase      ) + 1      )]

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

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

    # Calculates parity
  SCREAMING_SNAKE_CASE__     				= 0  # parity bit counter
  for bp in range(1					,	size_par + 1      ):
    # Bit counter one for a certain parity
    SCREAMING_SNAKE_CASE__     				= 0
    # Counter to control loop reading
    SCREAMING_SNAKE_CASE__     				= 0
    for x in data_ord:
      if x is not None:
        try:
          SCREAMING_SNAKE_CASE__     				= (bin_pos[cont_loop])[-1 * (bp)]
        except IndexError:
          SCREAMING_SNAKE_CASE__     				= """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
  SCREAMING_SNAKE_CASE__     				= 0  # Parity bit counter
  for x in range(0					,	size_par + len(__UpperCamelCase      )      ):
    if data_ord[x] is None:
      data_out.append(str(parity[cont_bp]      )      )
      cont_bp += 1
    else:
      data_out.append(data_ord[x]      )

  SCREAMING_SNAKE_CASE__     				= parity_received == parity
  return data_output, ack

import unittest

from transformers import is_torch_available, load_tool

from .test_tools_common import ToolTesterMixin


if is_torch_available():
   import torch







class __snake_case							(		unittest.TestCase  ,						lowerCamelCase_						):




   def       __a		(       self     :							Dict ):



     """simple docstring"""






     SCREAMING_SNAKE_CASE__     				= load_tool("""speech-to-text""" )
     self.tool.setup()




   def       __a		(       self     :							Tuple ):



     """simple docstring"""






     SCREAMING_SNAKE_CASE__     				= self.tool(torch.ones(30_00 ) )
     self.assertEqual(_lowercase			,      """ you""" )




   def       __a		(       self     :							Any ):



     """simple docstring"""






     SCREAMING_SNAKE_CASE__     				= self.tool(audio=torch.ones(30_00 ) )
     self.assertEqual(_lowercase			,      """ you""" )
