


from collections import Counter
import datasets
import transformers
from transformers.convert_slow_tokenizer import SLOW_TO_FAST_CONVERTERS

from transformers.utils import logging

logging.set_verbosity_info()

A :	Dict												=     {
    name: (getattr(transformers, name), getattr(transformers, name + 'Fast')) for name in SLOW_TO_FAST_CONVERTERS
}

A :	List[Any]												=     datasets.load_dataset('xnli', split='test+validation')

A :	int												=     0
A :	Optional[int]												=     0
A :	str												=     0
A :	Tuple												=     0






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							int					,					__magic_name__  :							Union[str, Any]					,					__magic_name__  :							Union[str, Any]  )     ->						Optional[Any]:
		"""simple docstring"""




		if spm_diff == list(reversed(__magic_name__  )  ):
				# AAA -> AA+A vs A+AA case.
				return True
		elif len(__magic_name__  ) == len(__magic_name__  ) and fast.decode(__magic_name__  ) == fast.decode(__magic_name__  ):
				# Second order OK
				# Barrich -> Barr + ich vs Bar + rich
				return True
		lowercase__      =	slow.encode(slow.decode(__magic_name__  )  )
		lowercase__      =	fast.encode(fast.decode(__magic_name__  )  )
		if spm_reencoded != spm_diff and spm_reencoded == tok_reencoded:
				# Type 3 error.
				# Snehagatha ->
				#       Sne, h, aga, th, a
				#       Sne, ha, gat, ha
				# Encoding the wrong with sp does not even recover what spm gave us
				# It fits tokenizer however...
				return True
		return False






def 				UpperCamelCase      (			__magic_name__  :							Optional[Any]					,					__magic_name__  :							Union[str, Any]					,					__magic_name__  :							int  )     ->						int:
		"""simple docstring"""




		lowercase__      =	fast.encode_plus(__magic_name__  )[0]
		lowercase__      =	enc.offsets
		lowercase__    ,			lowercase__      =	offsets[idx], offsets[idx - 1]
		if curr is not None and line[curr[0] : curr[1]] == "\u200f":
				return True
		if prev is not None and line[prev[0] : prev[1]] == "\u200f":
				return True






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							Dict					,					__magic_name__  :							Tuple					,					__magic_name__  :							List[str]					,					__magic_name__  :							List[Any]  )     ->						List[Any]:
		"""simple docstring"""




		for i, (spm_id, tok_id) in enumerate(zip(__magic_name__					,					__magic_name__  )  ):
				if spm_id != tok_id:
						break
		lowercase__      =	i
		for i, (spm_id, tok_id) in enumerate(zip(reversed(__magic_name__  )					,					reversed(__magic_name__  )  )  ):
				if spm_id != tok_id:
						break
		lowercase__      =	len(__magic_name__  ) - i

		lowercase__      =	spm_ids[first:last]
		lowercase__      =	tok_ids[first:last]

		if check_diff(__magic_name__					,					__magic_name__					,					__magic_name__					,					__magic_name__  ):
				return True

		if check_LTR_mark(__magic_name__					,					__magic_name__					,					__magic_name__  ):
				return True

		if last - first > 5:
				# We might have twice a single problem, attempt to subdivide the disjointed tokens into smaller problems
				lowercase__      =	Counter(spm_ids[first:last]  )
				lowercase__      =	Counter(tok_ids[first:last]  )

				lowercase__      =	{spm_ for (spm_, si) in spms.items() if toks.get(spm_					,					0  ) == si}
				lowercase__      =	3
				for i in range(last - first - min_width  ):
						if all(spm_ids[first + i + j] in removable_tokens for j in range(__magic_name__  )  ):
								lowercase__      =	[
								    k
								    for k in range(last - first - min_width  )
								    if tok_ids[first + k : first + k + min_width] == spm_ids[first + i : first + i + min_width]
								]
								for j in possible_matches:
										if check_diff(spm_ids[first : first + i]					,					tok_ids[first : first + j]					,					__magic_name__					,					__magic_name__  ) and check_details(
										    __magic_name__					,					spm_ids[first + i : last]					,					tok_ids[first + j : last]					,					__magic_name__					,					__magic_name__					,					):
												return True

		print(f'''Spm: {[fast.decode([spm_ids[i]]  ) for i in range(__magic_name__					,					__magic_name__  )]}'''  )
		try:
				print(f'''Tok: {[fast.decode([tok_ids[i]]  ) for i in range(__magic_name__					,					__magic_name__  )]}'''  )
		except Exception:
				pass

		lowercase__      =	fast.decode(spm_ids[:first]  )
		lowercase__      =	fast.decode(spm_ids[last:]  )
		lowercase__      =	fast.decode(spm_ids[first:last]  )
		print()
		print(__magic_name__  )
		return False






def 				UpperCamelCase      (			__magic_name__  :							Tuple					,					__magic_name__  :							Optional[Any]					,					__magic_name__  :							Dict  )     ->						Tuple:
		"""simple docstring"""




		global perfect
		global imperfect
		global wrong
		global total

		lowercase__      =	slow.encode(__magic_name__  )
		lowercase__      =	fast.encode(__magic_name__  )

		lowercase__      =	False
		total += 1

		if slow_ids != fast_ids:
				if check_details(__magic_name__					,					__magic_name__					,					__magic_name__					,					__magic_name__					,					__magic_name__  ):
						lowercase__      =	True
						imperfect += 1
				else:
						wrong += 1
		else:
				perfect += 1

		if total % 1_0000 == 0:
				print(f'''({perfect} / {imperfect} / {wrong} ----- {perfect + imperfect + wrong})'''  )

		if skip_assert:
				return

		assert (
		    slow_ids == fast_ids
		), f'''line {text} : \n\n{slow_ids}\n{fast_ids}\n\n{slow.tokenize(__magic_name__  )}\n{fast.tokenize(__magic_name__  )}'''






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							str  )     ->						List[str]:
		"""simple docstring"""




		global batch_total
		for i in range(len(__magic_name__  )  ):
				# premise, all languages
				for text in dataset[i]["premise"].values():
						test_string(__magic_name__					,					__magic_name__					,					__magic_name__  )

				# hypothesis, all languages
				for text in dataset[i]["hypothesis"]["translation"]:
						test_string(__magic_name__					,					__magic_name__					,					__magic_name__  )


if __name__ == "__main__":
	for name, (slow_class, fast_class) in TOKENIZER_CLASSES.items():
		A :	str												=     list(slow_class.max_model_input_sizes.keys())
		for checkpoint in checkpoint_names:
			A :	str												=     0
			A :	Union[str, Any]												=     0
			A :	str												=     0
			A :	Optional[Any]												=     0

			print(F'========================== Checking {name}: {checkpoint} ==========================')
			A :	Dict												=     slow_class.from_pretrained(checkpoint, force_download=True)
			A :	Optional[Any]												=     fast_class.from_pretrained(checkpoint, force_download=True)
			test_tokenizer(slow, fast)
			print(F'Accuracy {perfect * 1_0_0 / total:.2f}')





import os
import sys

from . import rsa_key_generator as rkg

A :	List[str]												=     1_2_8
A :	Optional[Any]												=     2_5_6






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							int = DEFAULT_BLOCK_SIZE  )     ->						list[int]:
		"""simple docstring"""




		lowercase__      =	message.encode("""ascii"""  )

		lowercase__      =	[]
		for block_start in range(0					,					len(__magic_name__  )					,					__magic_name__  ):
				lowercase__      =	0
				for i in range(__magic_name__					,					min(block_start + block_size					,					len(__magic_name__  )  )  ):
						block_int += message_bytes[i] * (BYTE_SIZE ** (i % block_size))
				block_ints.append(__magic_name__  )
		return block_ints






def 				UpperCamelCase      (			__magic_name__  :							list[int]					,					__magic_name__  :							int					,					__magic_name__  :							int = DEFAULT_BLOCK_SIZE  )     ->						str:
		"""simple docstring"""




		lowercase__      =	[]
		for block_int in block_ints:
				lowercase__      =	[]
				for i in range(block_size - 1					,					-1					,					-1  ):
						if len(__magic_name__  ) + i < message_length:
								lowercase__      =	block_int // (BYTE_SIZE**i)
								lowercase__      =	block_int % (BYTE_SIZE**i)
								block_message.insert(0					,					chr(__magic_name__  )  )
				message.extend(__magic_name__  )
		return "".join(__magic_name__  )






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							tuple[int, int]					,					__magic_name__  :							int = DEFAULT_BLOCK_SIZE  )     ->						list[int]:
		"""simple docstring"""




		lowercase__      =	[]
		lowercase__    ,			lowercase__      =	key

		for block in get_blocks_from_text(__magic_name__					,					__magic_name__  ):
				encrypted_blocks.append(pow(__magic_name__					,					__magic_name__					,					__magic_name__  )  )
		return encrypted_blocks






def 				UpperCamelCase      (			__magic_name__  :							list[int]					,					__magic_name__  :							int					,					__magic_name__  :							tuple[int, int]					,					__magic_name__  :							int = DEFAULT_BLOCK_SIZE					,					)     ->						str:
		"""simple docstring"""




		lowercase__      =	[]
		lowercase__    ,			lowercase__      =	key
		for block in encrypted_blocks:
				decrypted_blocks.append(pow(__magic_name__					,					__magic_name__					,					__magic_name__  )  )
		return get_text_from_blocks(__magic_name__					,					__magic_name__					,					__magic_name__  )






def 				UpperCamelCase      (			__magic_name__  :							str  )     ->						tuple[int, int, int]:
		"""simple docstring"""




		with open(__magic_name__  ) as fo:
				lowercase__      =	fo.read()
		lowercase__    ,			lowercase__    ,			lowercase__      =	content.split(""","""  )
		return (int(__magic_name__  ), int(__magic_name__  ), int(__magic_name__  ))






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							str					,					__magic_name__  :							str					,					__magic_name__  :							int = DEFAULT_BLOCK_SIZE					,					)     ->						str:
		"""simple docstring"""




		lowercase__    ,			lowercase__    ,			lowercase__      =	read_key_file(__magic_name__  )
		if key_size < block_size * 8:
				sys.exit(
				    """ERROR: Block size is {} bits and key size is {} bits. The RSA cipher """
				    """requires the block size to be equal to or greater than the key size. """
				    """Either decrease the block size or use different keys.""".format(
				        block_size * 8					,					__magic_name__  )  )

		lowercase__      =	[str(__magic_name__  ) for i in encrypt_message(__magic_name__					,					(n, e)					,					__magic_name__  )]

		lowercase__      =	""",""".join(__magic_name__  )
		lowercase__      =	f'''{len(__magic_name__  )}_{block_size}_{encrypted_content}'''
		with open(__magic_name__					,					"""w"""  ) as fo:
				fo.write(__magic_name__  )
		return encrypted_content






def 				UpperCamelCase      (			__magic_name__  :							str					,					__magic_name__  :							str  )     ->						str:
		"""simple docstring"""




		lowercase__    ,			lowercase__    ,			lowercase__      =	read_key_file(__magic_name__  )
		with open(__magic_name__  ) as fo:
				lowercase__      =	fo.read()
		lowercase__    ,			lowercase__    ,			lowercase__      =	content.split("""_"""  )
		lowercase__      =	int(__magic_name__  )
		lowercase__      =	int(__magic_name__  )

		if key_size < block_size * 8:
				sys.exit(
				    """ERROR: Block size is {} bits and key size is {} bits. The RSA cipher """
				    """requires the block size to be equal to or greater than the key size. """
				    """Did you specify the correct key file and encrypted file?""".format(
				        block_size * 8					,					__magic_name__  )  )

		lowercase__      =	[]
		for block in encrypted_message.split(""","""  ):
				encrypted_blocks.append(int(__magic_name__  )  )

		return decrypt_message(__magic_name__					,					__magic_name__					,					(n, d)					,					__magic_name__  )






def 				UpperCamelCase      (			)     ->						None:
		"""simple docstring"""




		lowercase__      =	"""encrypted_file.txt"""
		lowercase__      =	input(R"""Encrypt\Decrypt [e\d]: """  )

		if response.lower().startswith("""e"""  ):
				lowercase__      =	"""encrypt"""
		elif response.lower().startswith("""d"""  ):
				lowercase__      =	"""decrypt"""

		if mode == "encrypt":
				if not os.path.exists("""rsa_pubkey.txt"""  ):
						rkg.make_key_files("""rsa"""					,					1024  )

				lowercase__      =	input("""\nEnter message: """  )
				lowercase__      =	"""rsa_pubkey.txt"""
				print(f'''Encrypting and writing to {filename}...'''  )
				lowercase__      =	encrypt_and_write_to_file(__magic_name__					,					__magic_name__					,					__magic_name__  )

				print("""\nEncrypted text:"""  )
				print(__magic_name__  )

		elif mode == "decrypt":
				lowercase__      =	"""rsa_privkey.txt"""
				print(f'''Reading from {filename} and decrypting...'''  )
				lowercase__      =	read_from_file_and_decrypt(__magic_name__					,					__magic_name__  )
				print("""writing decryption to rsa_decryption.txt..."""  )
				with open("""rsa_decryption.txt"""					,					"""w"""  ) as dec:
						dec.write(__magic_name__  )

				print("""\nDecryption:"""  )
				print(__magic_name__  )


if __name__ == "__main__":
	main()

