code: 
  
  
  
  
  
  
  import numpy as np
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase="utf-8",    _UpperCamelCase="surrogatepass"     )    ->int:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   str					   =		bin(int.from_bytes(text.encode(_A,    _A     ),    '''big'''     )     )[2:]
        return bits.zfill(8 * ((len(_A     ) + 7) // 8)     )
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase="utf-8",    _UpperCamelCase="surrogatepass"     )    ->List[Any]:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   List[Any]					   =		int(_A,    2     )
        return n.to_bytes((n.bit_length() + 7) // 8,    '''big'''     ).decode(_A,    _A     ) or "\0"
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase     )    ->Tuple:
  
  
  
  
  
  
  
        """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'''     )
  
        lowercase			:   Any					   =		[]
        lowercase			:   Optional[Any]					   =		[]
        lowercase			:   Optional[Any]					   =		[bin(_A     )[2:] for x in range(1,    size_par + len(_A     ) + 1     )]
  
        # sorted information data for the size of the output data
        lowercase			:   Union[str, Any]					   =		[]
        # data position template + parity
        lowercase			:   Optional[int]					   =		[]
        # parity bit counter
        lowercase			:   Any					   =		0
        # counter position of data bits
        lowercase			:   Optional[Any]					   =		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'''     )
                          lowercase			:   Union[str, Any]					   =		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
        lowercase			:   Union[str, Any]					   =		0  # parity bit counter
        for bp in range(1,    size_par + 1     ):
              # Bit counter one for a given parity
              lowercase			:   Any					   =		0
              # counter to control the loop reading
              lowercase			:   Optional[Any]					   =		0
              for x in data_ord:
                    if x is not None:
                          try:
                                lowercase			:   Dict					   =		(bin_pos[cont_loop])[-1 * (bp)]
                          except IndexError:
                                lowercase			:   Tuple					   =		'''0'''
                          if aux == "1" and x == "1":
                                cont_bo += 1
                    cont_loop += 1
              parity.append(cont_bo % 2     )
  
              qtd_bp += 1
  
        # Mount the message
        lowercase			:   Optional[Any]					   =		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 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase     )    ->Optional[int]:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   Dict					   =		[]
        # Parity bit counter
        lowercase			:   Dict					   =		0
        # Counter p data bit reading
        lowercase			:   str					   =		0
        # list of parity received
        lowercase			:   Optional[Any]					   =		[]
        lowercase			:   int					   =		[]
  
        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'''     )
                    lowercase			:   int					   =		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
        lowercase			:   Tuple					   =		[]
        lowercase			:   Optional[Any]					   =		[]
        lowercase			:   Dict					   =		[bin(_A     )[2:] for x in range(1,    size_par + len(_A     ) + 1     )]
  
        #  sorted information data for the size of the output data
        lowercase			:   str					   =		[]
        # Data position feedback + parity
        lowercase			:   Tuple					   =		[]
        # Parity bit counter
        lowercase			:   Dict					   =		0
        # Counter p data bit reading
        lowercase			:   Optional[int]					   =		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'''     )
                    lowercase			:   Tuple					   =		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
        lowercase			:   Any					   =		0  # parity bit counter
        for bp in range(1,    size_par + 1     ):
              # Bit counter one for a certain parity
              lowercase			:   Optional[int]					   =		0
              # Counter to control loop reading
              lowercase			:   Any					   =		0
              for x in data_ord:
                    if x is not None:
                          try:
                                lowercase			:   Union[str, Any]					   =		(bin_pos[cont_loop])[-1 * (bp)]
                          except IndexError:
                                lowercase			:   Union[str, Any]					   =		'''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
        lowercase			:   Tuple					   =		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]     )
  
        lowercase			:   Union[str, Any]					   =		parity_received == parity
        return data_output, ack
  
  
style_context: 
  
  
  __a   				=      [
      [0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
      [0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
      [0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0],
      [0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0],
  ]
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )    ->bool:
  
  
  
  
  
  
  
        """simple docstring"""
  
        return 0 <= row < rows and 0 <= col < cols
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )    ->int:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   Optional[int]					   =		len(_UpperCamelCase     )
        lowercase			:   str					   =		len(mat[0]     )
        if is_safe(_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     ) and (row, col) not in seen and mat[row][col] == 1:
              seen.add((row, col)     )
              return (
                  1
                  + depth_first_search(row + 1,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(row - 1,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(_UpperCamelCase,    col + 1,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(_UpperCamelCase,    col - 1,    _UpperCamelCase,    _UpperCamelCase     )
              )
        else:
              return 0
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase     )    ->int:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   set					   =		set()
  
        lowercase			:   Tuple					   =		0
        for row, line in enumerate(_UpperCamelCase     ):
              for col, item in enumerate(_UpperCamelCase     ):
                    if item == 1 and (row, col) not in seen:
                          # Maximizing the area
                          lowercase			:   Tuple					   =		max(_UpperCamelCase,    depth_first_search(_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )     )
        return max_area
  
  
  if __name__ == "__main__":
    import doctest
  
    print(find_max_area(matrix))  # Output -> 6
    doctest.testmod()
  
  