



import string

import numpy
def 	snake_case__       (					__lowercase							,     __lowercase       )		->		int:







						"""simple docstring"""

						return b if a == 0 else greatest_common_divisor(b % a							,     __lowercase       )




class 							lowerCAmelCase__  :
					__A     :    str           =						string.ascii_uppercase + string.digits
					# This cipher takes alphanumerics into account
					# i.e. a total of 36 characters

					# take x and return x % len(key_string)
					__A     :    str           =						numpy.vectorize(lambda UpperCamelCase						: x % 36						)

					__A     :    str           =						numpy.vectorize(UpperCamelCase						)







					def __init__(       self      :     Dict			,		_A      :     numpy.ndarray):
											A__	:							Optional[int]						    = self.modulus(_A)  # mod36 calc's on the encrypt key
											self.check_determinant()  # validate the determinant of the encryption key
											A__	:							int						    = encrypt_key.shape[0]







					def  _lowercase			(       self      :     Any			,		_A      :     str):
											return self.key_string.index(_A)







					def  _lowercase			(       self      :     Dict			,		_A      :     int):
											return self.key_string[round(_A)]







					def  _lowercase			(       self      :     Optional[Any]):
											A__	:							List[Any]						    = round(numpy.linalg.det(self.encrypt_key))

											if det < 0:
																	A__	:							Optional[Any]						    = det % len(self.key_string)

											A__	:							Optional[Any]						    = len(self.key_string)
											if greatest_common_divisor(_A			,		len(self.key_string)) != 1:
																	A__	:							Tuple						    = (
																	    F'determinant modular {req_l} of encryption key({det}) '
																	    F'is not co prime w.r.t {req_l}.\nTry another key.'
																	)
																	raise ValueError(_A)







					def  _lowercase			(       self      :     List[Any]			,		_A      :     str):
											A__	:							Any						    = [char for char in text.upper() if char in self.key_string]

											A__	:							int						    = chars[-1]
											while len(_A) % self.break_key != 0:
																	chars.append(_A)

											return "".join(_A)







					def  _lowercase			(       self      :     int			,		_A      :     str):
											A__	:							Optional[int]						    = self.process_text(text.upper())
											A__	:							Union[str, Any]						    = ""

											for i in range(0			,		len(_A) - self.break_key + 1			,		self.break_key):
																	A__	:							Optional[int]						    = text[i : i + self.break_key]
																	A__	:							Optional[Any]						    = [self.replace_letters(_A) for char in batch]
																	A__	:							List[Any]						    = numpy.array([vec]).T
																	A__	:							Tuple						    = self.modulus(self.encrypt_key.dot(_A)).T.tolist()[
																	    0
																	]
																	A__	:							Optional[int]						    = "".join(
																	    self.replace_digits(_A) for num in batch_encrypted)
																	encrypted += encrypted_batch

											return encrypted







					def  _lowercase			(       self      :     Optional[int]):
											A__	:							Optional[Any]						    = round(numpy.linalg.det(self.encrypt_key))

											if det < 0:
																	A__	:							Union[str, Any]						    = det % len(self.key_string)
											A__	:							Union[str, Any]						    = None
											for i in range(len(self.key_string)):
																	if (det * i) % len(self.key_string) == 1:
																							A__	:							Optional[Any]						    = i
																							break

											A__	:							Tuple						    = (
											    det_inv
											    * numpy.linalg.det(self.encrypt_key)
											    * numpy.linalg.inv(self.encrypt_key)
											)

											return self.to_int(self.modulus(_A))







					def  _lowercase			(       self      :     Tuple			,		_A      :     str):
											A__	:							Optional[Any]						    = self.make_decrypt_key()
											A__	:							Tuple						    = self.process_text(text.upper())
											A__	:							Optional[Any]						    = ""

											for i in range(0			,		len(_A) - self.break_key + 1			,		self.break_key):
																	A__	:							Dict						    = text[i : i + self.break_key]
																	A__	:							Tuple						    = [self.replace_letters(_A) for char in batch]
																	A__	:							Optional[int]						    = numpy.array([vec]).T
																	A__	:							Dict						    = self.modulus(decrypt_key.dot(_A)).T.tolist()[0]
																	A__	:							Optional[int]						    = "".join(
																	    self.replace_digits(_A) for num in batch_decrypted)
																	decrypted += decrypted_batch

											return decrypted




def 	snake_case__       (					)		->		None:







						"""simple docstring"""

						A__	:							Optional[Any]						    = int(input("Enter the order of the encryption key: "       )       )
						A__	:							List[str]						    = []

						print("Enter each row of the encryption key with space separated integers"       )
						for _ in range(__lowercase       ):
												A__	:							Dict						    = [int(__lowercase       ) for x in input().split()]
												hill_matrix.append(__lowercase       )

						A__	:							str						    = HillCipher(numpy.array(__lowercase       )       )

						print("Would you like to encrypt or decrypt some text? (1 or 2)"       )
						A__	:							int						    = input("\n1. Encrypt\n2. Decrypt\n"       )
						if option == "1":
												A__	:							Dict						    = input("What text would you like to encrypt?: "       )
												print("Your encrypted text is:"       )
												print(hc.encrypt(__lowercase       )       )
						elif option == "2":
												A__	:							Optional[Any]						    = input("What text would you like to decrypt?: "       )
												print("Your decrypted text is:"       )
												print(hc.decrypt(__lowercase       )       )


if __name__ == "__main__":
		import doctest

		doctest.testmod()

		main()




from argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands
def 	snake_case__       (					)		->		List[Any]:







						"""simple docstring"""

						A__	:							List[Any]						    = ArgumentParser("Transformers CLI tool"							,     usage="transformers-cli <command> [<args>]"       )
						A__	:							int						    = parser.add_subparsers(help="transformers-cli command helpers"       )

						# Register commands
						ConvertCommand.register_subcommand(__lowercase       )
						DownloadCommand.register_subcommand(__lowercase       )
						EnvironmentCommand.register_subcommand(__lowercase       )
						RunCommand.register_subcommand(__lowercase       )
						ServeCommand.register_subcommand(__lowercase       )
						UserCommands.register_subcommand(__lowercase       )
						AddNewModelCommand.register_subcommand(__lowercase       )
						AddNewModelLikeCommand.register_subcommand(__lowercase       )
						LfsCommands.register_subcommand(__lowercase       )
						PTtoTFCommand.register_subcommand(__lowercase       )

						# Let's go
						A__	:							int						    = parser.parse_args()

						if not hasattr(__lowercase							,     "func"       ):
												parser.print_help()
												exit(1       )

						# Run
						A__	:							Any						    = args.func(__lowercase       )
						service.run()


if __name__ == "__main__":
		main()