
import string

import numpy




def 				a						(							snake_case__:					int						,   snake_case__:					int					):


				'''simple docstring'''
				return b if a == 0 else greatest_common_divisor(b % a						,   snake_case__					)
class  lowercase__:



	"""simple docstring"""




	a			:Tuple         =	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			:int         =	numpy.vectorize(UpperCAmelCase							)
	def __init__(       self  :			List[str]       ,							SCREAMING_SNAKE_CASE_  :			numpy.ndarray       )       ->     None:
					lowercase_       =					self.modulus(SCREAMING_SNAKE_CASE_       )  # mod36 calc's on the encrypt key
					self.check_determinant()  # validate the determinant of the encryption key
					lowercase_       =					encrypt_key.shape[0]
	def 						_lowercase  (       self  :			Any       ,							SCREAMING_SNAKE_CASE_  :			str       )       ->     int:
					return self.key_string.index(SCREAMING_SNAKE_CASE_       )
	def 						_lowercase  (       self  :			Any       ,							SCREAMING_SNAKE_CASE_  :			int       )       ->     str:
					return self.key_string[round(SCREAMING_SNAKE_CASE_       )]
	def 						_lowercase  (       self  :			Optional[Any]       )       ->     None:
					lowercase_       =					round(numpy.linalg.det(self.encrypt_key       )       )

					if det < 0:
									lowercase_       =					det % len(self.key_string       )

					lowercase_       =					len(self.key_string       )
					if greatest_common_divisor(SCREAMING_SNAKE_CASE_       ,							len(self.key_string       )       ) != 1:
									lowercase_       =					(
									    f'''determinant modular {req_l} of encryption key({det}) '''
									    f'''is not co prime w.r.t {req_l}.\nTry another key.'''
									)
									raise ValueError(SCREAMING_SNAKE_CASE_       )
	def 						_lowercase  (       self  :			List[str]       ,							SCREAMING_SNAKE_CASE_  :			str       )       ->     str:
					lowercase_       =					[char for char in text.upper() if char in self.key_string]

					lowercase_       =					chars[-1]
					while len(SCREAMING_SNAKE_CASE_       ) % self.break_key != 0:
									chars.append(SCREAMING_SNAKE_CASE_       )

					return "".join(SCREAMING_SNAKE_CASE_       )
	def 						_lowercase  (       self  :			List[str]       ,							SCREAMING_SNAKE_CASE_  :			str       )       ->     str:
					lowercase_       =					self.process_text(text.upper()       )
					lowercase_       =					''''''

					for i in range(0       ,							len(SCREAMING_SNAKE_CASE_       ) - self.break_key + 1       ,							self.break_key       ):
									lowercase_       =					text[i : i + self.break_key]
									lowercase_       =					[self.replace_letters(SCREAMING_SNAKE_CASE_       ) for char in batch]
									lowercase_       =					numpy.array([vec]       ).T
									lowercase_       =					self.modulus(self.encrypt_key.dot(SCREAMING_SNAKE_CASE_       )       ).T.tolist()[
									    0
									]
									lowercase_       =					''''''.join(
									    self.replace_digits(SCREAMING_SNAKE_CASE_       ) for num in batch_encrypted       )
									encrypted += encrypted_batch

					return encrypted
	def 						_lowercase  (       self  :			Union[str, Any]       )       ->     numpy.ndarray:
					lowercase_       =					round(numpy.linalg.det(self.encrypt_key       )       )

					if det < 0:
									lowercase_       =					det % len(self.key_string       )
					lowercase_       =					None
					for i in range(len(self.key_string       )       ):
									if (det * i) % len(self.key_string       ) == 1:
													lowercase_       =					i
													break

					lowercase_       =					(
					    det_inv
					    * numpy.linalg.det(self.encrypt_key       )
					    * numpy.linalg.inv(self.encrypt_key       )
					)

					return self.to_int(self.modulus(SCREAMING_SNAKE_CASE_       )       )




	def 						_lowercase  (       self  :			Optional[Any]       ,							SCREAMING_SNAKE_CASE_  :			str       )       ->     str:
					lowercase_       =					self.make_decrypt_key()
					lowercase_       =					self.process_text(text.upper()       )
					lowercase_       =					''''''

					for i in range(0       ,							len(SCREAMING_SNAKE_CASE_       ) - self.break_key + 1       ,							self.break_key       ):
									lowercase_       =					text[i : i + self.break_key]
									lowercase_       =					[self.replace_letters(SCREAMING_SNAKE_CASE_       ) for char in batch]
									lowercase_       =					numpy.array([vec]       ).T
									lowercase_       =					self.modulus(decrypt_key.dot(SCREAMING_SNAKE_CASE_       )       ).T.tolist()[0]
									lowercase_       =					''''''.join(
									    self.replace_digits(SCREAMING_SNAKE_CASE_       ) for num in batch_decrypted       )
									decrypted += decrypted_batch

					return decrypted




def 				a						(							):


				'''simple docstring'''
				lowercase_       =					int(input('''Enter the order of the encryption key: '''					)					)
				lowercase_       =					[]

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

				lowercase_       =					HillCipher(numpy.array(snake_case__					)					)

				print('''Would you like to encrypt or decrypt some text? (1 or 2)'''					)
				lowercase_       =					input('''\n1. Encrypt\n2. Decrypt\n'''					)
				if option == "1":
								lowercase_       =					input('''What text would you like to encrypt?: '''					)
								print('''Your encrypted text is:'''					)
								print(hc.encrypt(snake_case__					)					)
				elif option == "2":
								lowercase_       =					input('''What text would you like to decrypt?: '''					)
								print('''Your decrypted text is:'''					)
								print(hc.decrypt(snake_case__					)					)


if __name__ == "__main__":
						import doctest

						doctest.testmod()

						main()






import argparse
from collections import defaultdict

import yaml


__a  			=					'docs/source/en/_toctree.yml'




def 				a						(							snake_case__:					Dict					):


				'''simple docstring'''
				lowercase_       =					defaultdict(snake_case__					)
				for doc in model_doc:
								counts[doc["local"]] += 1
				lowercase_       =					[key for key, value in counts.items() if value > 1]

				lowercase_       =					[]
				for duplicate_key in duplicates:
								lowercase_       =					list({doc['''title'''] for doc in model_doc if doc['''local'''] == duplicate_key}					)
								if len(snake_case__					) > 1:
												raise ValueError(
												    F'''{duplicate_key} is present several times in the documentation table of content at '''
												    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
												    '''others.'''					)
								# Only add this once
								new_doc.append({'''local''': duplicate_key, '''title''': titles[0]}					)

				# Add none duplicate-keys
				new_doc.extend([doc for doc in model_doc if counts[doc['''local''']] == 1]					)

				# Sort
				return sorted(snake_case__						,   key=lambda snake_case__					: s["title"].lower()					)




def 				a						(							snake_case__:					List[Any]=False					):


				'''simple docstring'''
				with open(snake_case__						,   encoding='''utf-8'''					) as f:
								lowercase_       =					yaml.safe_load(f.read()					)

				# Get to the API doc
				lowercase_       =					0
				while content[api_idx]["title"] != "API":
								api_idx += 1
				lowercase_       =					content[api_idx]['''sections''']

				# Then to the model doc
				lowercase_       =					0
				while api_doc[model_idx]["title"] != "Models":
								model_idx += 1

				lowercase_       =					api_doc[model_idx]['''sections''']

				lowercase_       =					[(idx, section) for idx, section in enumerate(snake_case__					) if '''sections''' in section]
				lowercase_       =					False
				for idx, modality_doc in modalities_docs:
								lowercase_       =					modality_doc['''sections''']
								lowercase_       =					clean_model_doc_toc(snake_case__					)

								if old_modality_doc != new_modality_doc:
												lowercase_       =					True
												if overwrite:
																lowercase_       =					new_modality_doc

				if diff:
								if overwrite:
												lowercase_       =					model_doc
												lowercase_       =					api_doc
												with open(snake_case__						,   '''w'''						,   encoding='''utf-8'''					) as f:
																f.write(yaml.dump(snake_case__						,   allow_unicode=snake_case__					)					)
								else:
												raise ValueError(
												    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''					)


if __name__ == "__main__":
						__a  			=					argparse.ArgumentParser()
						parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
						__a  			=					parser.parse_args()

						check_model_doc(args.fix_and_overwrite)




