


import numpy as np


def 	_UpperCamelCase							(				lowercase__   ,	lowercase__="utf-8"   ,	lowercase__="surrogatepass"				):
						__SCREAMING_SNAKE_CASE						:					Optional[int]		      =		bin(int.from_bytes(text.encode(lowercase__   ,	lowercase__				)   ,	'''big'''				)				)[2:]
						return bits.zfill(8 * ((len(lowercase__				) + 7) // 8)				)


def 	_UpperCamelCase							(				lowercase__   ,	lowercase__="utf-8"   ,	lowercase__="surrogatepass"				):
						__SCREAMING_SNAKE_CASE						:					int		      =		int(lowercase__   ,	2				)
						return n.to_bytes((n.bit_length() + 7) // 8   ,	'''big'''				).decode(lowercase__   ,	lowercase__				) or "\0"


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

						__SCREAMING_SNAKE_CASE						:					Any		      =		[]
						__SCREAMING_SNAKE_CASE						:					List[str]		      =		[]
						__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		[bin(lowercase__				)[2:] for x in range(1   ,	size_par + len(lowercase__				) + 1				)]

						# sorted information data for the size of the output data
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		[]
						# data position template + parity
						__SCREAMING_SNAKE_CASE						:					Any		      =		[]
						# parity bit counter
						__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		0
						# counter position of data bits
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		0

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

    # Calculates parity
						__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		0  # parity bit counter
						for bp in range(1   ,	size_par + 1				):
												# Bit counter one for a given parity
												__SCREAMING_SNAKE_CASE						:					str		      =		0
												# counter to control the loop reading
												__SCREAMING_SNAKE_CASE						:					Dict		      =		0
												for x in data_ord:
																		if x is not None:
																								try:
																														__SCREAMING_SNAKE_CASE						:					List[str]		      =		(bin_pos[cont_loop])[-1 * (bp)]
																								except IndexError:
																														__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		'''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						:					List[Any]		      =		0  # parity bit counter
						for x in range(0   ,	size_par + len(lowercase__				)				):
												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							(				lowercase__   ,	lowercase__				):
						__SCREAMING_SNAKE_CASE						:					List[str]		      =		[]
						# Parity bit counter
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		0
						# Counter p data bit reading
						__SCREAMING_SNAKE_CASE						:					str		      =		0
						# list of parity received
						__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		[]
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		[]

						for x in range(1   ,	len(lowercase__				) + 1				):
												# Performs a template of bit positions - who should be given,
												#  and who should be parity
												if qtd_bp < size_par and (np.log(lowercase__				) / np.log(2				)).is_integer():
																		data_out_gab.append('''P'''				)
																		__SCREAMING_SNAKE_CASE						:					str		      =		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						:					Union[str, Any]		      =		[]
						__SCREAMING_SNAKE_CASE						:					Dict		      =		[]
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		[bin(lowercase__				)[2:] for x in range(1   ,	size_par + len(lowercase__				) + 1				)]

						#  sorted information data for the size of the output data
						__SCREAMING_SNAKE_CASE						:					Tuple		      =		[]
						# Data position feedback + parity
						__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		[]
						# Parity bit counter
						__SCREAMING_SNAKE_CASE						:					Any		      =		0
						# Counter p data bit reading
						__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		0

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

    # Calculates parity
						__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		0  # parity bit counter
						for bp in range(1   ,	size_par + 1				):
												# Bit counter one for a certain parity
												__SCREAMING_SNAKE_CASE						:					Optional[int]		      =		0
												# Counter to control loop reading
												__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		0
												for x in data_ord:
																		if x is not None:
																								try:
																														__SCREAMING_SNAKE_CASE						:					str		      =		(bin_pos[cont_loop])[-1 * (bp)]
																								except IndexError:
																														__SCREAMING_SNAKE_CASE						:					Tuple		      =		'''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						:					Union[str, Any]		      =		0  # Parity bit counter
						for x in range(0   ,	size_par + len(lowercase__				)				):
												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						:					str		      =		parity_received == parity
						return data_output, ack




from .number_theory.prime_numbers import next_prime
class 	_lowercase				:






				'''simple docstring'''



				def __init__(	self      :Tuple      ,      lowerCAmelCase__      :int      ,      lowerCAmelCase__      :int | None = None      ,      lowerCAmelCase__      :float | None = None      ,      )		->      None:
										__SCREAMING_SNAKE_CASE						:					Tuple		      =		size_table
										__SCREAMING_SNAKE_CASE						:					Dict		      =		[None] * self.size_table
										__SCREAMING_SNAKE_CASE						:					List[Any]		      =		0.75 if lim_charge is None else lim_charge
										__SCREAMING_SNAKE_CASE						:					Tuple		      =		1 if charge_factor is None else charge_factor
										__SCREAMING_SNAKE_CASE						:					list		      =		[]
										__SCREAMING_SNAKE_CASE						:					dict		      =		{}


				def 		__magic_name__(	self      :List[Any]     )		->      Tuple:
										return self._keys


				def 		__magic_name__(	self      :Any     )		->      Dict:
										return sum(1 for slot in self.values if slot is not None     ) / (
										    self.size_table * self.charge_factor
										)


				def 		__magic_name__(	self      :Optional[Any]      ,      lowerCAmelCase__      :Union[str, Any]     )		->      Optional[Any]:
										return key % self.size_table


				def 		__magic_name__(	self      :int      ,      lowerCAmelCase__      :Union[str, Any]     )		->      List[Any]:
										print(f'''step {step_ord}'''     )
										print(list(range(len(self.values     )     )     )     )
										print(self.values     )


				def 		__magic_name__(	self      :List[str]      ,      lowerCAmelCase__      :Optional[Any]     )		->      Dict:
										__SCREAMING_SNAKE_CASE						:					List[Any]		      =		1
										__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		values
										for value in values:
																self.insert_data(lowerCAmelCase__     )
																self._step_by_step(lowerCAmelCase__     )
																i += 1


				def 		__magic_name__(	self      :Tuple      ,      lowerCAmelCase__      :List[Any]      ,      lowerCAmelCase__      :Union[str, Any]     )		->      str:
										__SCREAMING_SNAKE_CASE						:					Tuple		      =		data
										__SCREAMING_SNAKE_CASE						:					Any		      =		data


				def 		__magic_name__(	self      :Optional[int]      ,      lowerCAmelCase__      :Any      ,      lowerCAmelCase__      :List[str]=None     )		->      int:
										__SCREAMING_SNAKE_CASE						:					Tuple		      =		self.hash_function(key + 1     )

										while self.values[new_key] is not None and self.values[new_key] != key:
																if self.values.count(lowerCAmelCase__     ) > 0:
																						__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		self.hash_function(new_key + 1     )
																else:
																						__SCREAMING_SNAKE_CASE						:					int		      =		None
																						break

										return new_key


				def 		__magic_name__(	self      :Optional[int]     )		->      Union[str, Any]:
										__SCREAMING_SNAKE_CASE						:					str		      =		[value for value in self.values if value is not None]
										__SCREAMING_SNAKE_CASE						:					Optional[int]		      =		next_prime(self.size_table      ,      factor=2     )
										self._keys.clear()
										__SCREAMING_SNAKE_CASE						:					Optional[Any]		      =		[None] * self.size_table  # hell's pointers D: don't DRY ;/
										for value in survivor_values:
																self.insert_data(lowerCAmelCase__     )



				def 		__magic_name__(	self      :Tuple      ,      lowerCAmelCase__      :str     )		->      Dict:
										__SCREAMING_SNAKE_CASE						:					Union[str, Any]		      =		self.hash_function(lowerCAmelCase__     )

										if self.values[key] is None:
																self._set_value(lowerCAmelCase__      ,      lowerCAmelCase__     )

										elif self.values[key] == data:
																pass

										else:
																__SCREAMING_SNAKE_CASE						:					Tuple		      =		self._collision_resolution(lowerCAmelCase__      ,      lowerCAmelCase__     )
																if collision_resolution is not None:
																						self._set_value(lowerCAmelCase__      ,      lowerCAmelCase__     )
																else:
																						self.rehashing()
																						self.insert_data(lowerCAmelCase__     )
