






'''simple docstring'''

import warnings
from typing import Dict, List, Optional, Tuple

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


A:      Optional[int]  				=				logging.get_logger(__name__)






class 							__magic_name__     (	UpperCAmelCase_				):







	"""simple docstring"""



	SCREAMING_SNAKE_CASE_					:      Optional[Any]        =  ['input_ids', 'attention_mask']
	def __init__(							self  ,      _lowercase="</s>"  ,      _lowercase="<unk>"  ,      _lowercase="<pad>"  ,      _lowercase=125  ,      _lowercase=None  ,      **_lowercase  ,      )						->  None:
							# Add extra_ids to the special token list
							if extra_ids > 0 and additional_special_tokens is None:
													lowercase_      :   Dict        =			[f"<extra_id_{i}>" for i in range(_lowercase       )]
							elif extra_ids > 0 and additional_special_tokens is not None:
													# Check that we have the right number of extra_id special tokens
													lowercase_      :   Union[str, Any]        =			len(set(filter(lambda _lowercase       : bool('extra_id' in str(_lowercase       )       )  ,      _lowercase       )       )       )
													if extra_tokens != extra_ids:
																			raise ValueError(
																			    f"Both extra_ids ({extra_ids}) and additional_special_tokens ({additional_special_tokens}) are"
																			    ' provided to ByT5Tokenizer. In this case the additional_special_tokens must include the'
																			    ' extra_ids tokens'       )

							lowercase_      :   Optional[Any]        =			AddedToken(_lowercase  ,      lstrip=_lowercase  ,      rstrip=_lowercase       ) if isinstance(_lowercase  ,      _lowercase       ) else pad_token
							lowercase_      :   List[str]        =			AddedToken(_lowercase  ,      lstrip=_lowercase  ,      rstrip=_lowercase       ) if isinstance(_lowercase  ,      _lowercase       ) else eos_token
							lowercase_      :   Any        =			AddedToken(_lowercase  ,      lstrip=_lowercase  ,      rstrip=_lowercase       ) if isinstance(_lowercase  ,      _lowercase       ) else unk_token

							super().__init__(
							    eos_token=_lowercase  ,      unk_token=_lowercase  ,      pad_token=_lowercase  ,      extra_ids=_lowercase  ,      additional_special_tokens=_lowercase  ,      **_lowercase  ,      )

							lowercase_      :   Dict        =			extra_ids

							lowercase_      :   List[str]        =			2**8  # utf is 8 bits

							# define special tokens dict
							lowercase_      :   Dict[int, str]        =			{
							    self.pad_token: 0,
							    self.eos_token: 1,
							    self.unk_token: 2,
							}
							lowercase_      :   Optional[Any]        =			len(self.special_tokens_encoder       )
							lowercase_      :   Optional[int]        =			len(_lowercase       )
							for i, token in enumerate(_lowercase       ):
													lowercase_      :   Dict        =			self.vocab_size + i - n
							lowercase_      :   Dict[str, int]        =			{v: k for k, v in self.special_tokens_encoder.items()}
	@property
	def        lowerCamelCase__		(							self       )						->  Dict:
							return self._utf_vocab_size + self._num_special_tokens + self._extra_ids
	def        lowerCamelCase__		(							self  ,      _lowercase  ,      _lowercase = None  ,      _lowercase = False       )						->  List[int]:
							if already_has_special_tokens:
													return super().get_special_tokens_mask(
													    token_ids_a=_lowercase  ,      token_ids_a=_lowercase  ,      already_has_special_tokens=_lowercase       )

							# normal case: some special tokens
							if token_ids_a is None:
													return ([0] * len(_lowercase       )) + [1]
							return ([0] * len(_lowercase       )) + [1] + ([0] * len(_lowercase       )) + [1]
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  List[int]:
							if len(_lowercase       ) > 0 and token_ids[-1] == self.eos_token_id:
													warnings.warn(
													    f"This sequence already has {self.eos_token}. In future versions this behavior may lead to duplicated"
													    ' eos tokens being added.'       )
													return token_ids
							else:
													return token_ids + [self.eos_token_id]
	def        lowerCamelCase__		(							self  ,      _lowercase  ,      _lowercase = None       )						->  List[int]:
							lowercase_      :   Optional[int]        =			[self.eos_token_id]

							if token_ids_a is None:
													return len(token_ids_a + eos       ) * [0]
							return len(token_ids_a + eos + token_ids_a + eos       ) * [0]
	def        lowerCamelCase__		(							self  ,      _lowercase  ,      _lowercase = None       )						->  List[int]:
							lowercase_      :   List[Any]        =			self._add_eos_if_not_present(_lowercase       )
							if token_ids_a is None:
													return token_ids_a
							else:
													lowercase_      :   List[str]        =			self._add_eos_if_not_present(_lowercase       )
													return token_ids_a + token_ids_a
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  List[str]:
							lowercase_      :   Optional[int]        =			[chr(_lowercase       ) for i in text.encode('utf-8'       )]
							return tokens
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  str:
							if token in self.special_tokens_encoder:
													lowercase_      :   Dict        =			self.special_tokens_encoder[token]
							elif token in self.added_tokens_encoder:
													lowercase_      :   str        =			self.added_tokens_encoder[token]
							elif len(_lowercase       ) != 1:
													lowercase_      :   Tuple        =			self.unk_token_id
							else:
													lowercase_      :   Optional[Any]        =			ord(_lowercase       ) + self._num_special_tokens
							return token_id
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  List[Any]:
							if index in self.special_tokens_decoder:
													lowercase_      :   Optional[int]        =			self.special_tokens_decoder[index]
							else:
													lowercase_      :   Tuple        =			chr(index - self._num_special_tokens       )
							return token
	def        lowerCamelCase__		(							self  ,      _lowercase       )						->  int:
							lowercase_      :   Optional[Any]        =			B''
							for token in tokens:
													if token in self.special_tokens_decoder:
																			lowercase_      :   Tuple        =			self.special_tokens_decoder[token].encode('utf-8'       )
													elif token in self.added_tokens_decoder:
																			lowercase_      :   Any        =			self.special_tokens_decoder[token].encode('utf-8'       )
													elif token in self.special_tokens_encoder:
																			lowercase_      :   Dict        =			token.encode('utf-8'       )
													elif token in self.added_tokens_encoder:
																			lowercase_      :   Dict        =			token.encode('utf-8'       )
													else:
																			lowercase_      :   Union[str, Any]        =			bytes([ord(_lowercase       )]       )
													bstring += tok_string
							lowercase_      :   List[str]        =			bstring.decode('utf-8'  ,      errors='ignore'       )
							return string







	def        lowerCamelCase__		(							self  ,      _lowercase  ,      _lowercase = None       )						->  Tuple[str]:
							return ()








'''simple docstring'''

from __future__ import annotations






def 	_UpperCAmelCase    (  a		:	int = 4							)			->			list[list[int]]:





						"""simple docstring"""
						lowercase_      :   Tuple        =			abs(a							) or 4
						return [[1 + x + y * row_size for x in range(a							)] for y in range(a							)]






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						return reverse_row(transpose(a							)							)
						# OR.. transpose(reverse_column(matrix))






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						return reverse_row(reverse_column(a							)							)
						# OR.. reverse_column(reverse_row(matrix))






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						return reverse_column(transpose(a							)							)
						# OR.. transpose(reverse_row(matrix))






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						lowercase_      :   Any        =			[list(a							) for x in zip(*a							)]
						return matrix






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						lowercase_      :   List[str]        =			matrix[::-1]
						return matrix






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			list[list[int]]:





						"""simple docstring"""
						lowercase_      :   str        =			[x[::-1] for x in matrix]
						return matrix






def 	_UpperCAmelCase    (  a		:	list[list[int]]							)			->			None:





						"""simple docstring"""
						for i in matrix:
												print(*a							)


if __name__ == "__main__":
						A:      Dict  				=				make_matrix()
						print("\norigin:\n")
						print_matrix(matrix)
						print("\nrotate 90 counterclockwise:\n")
						print_matrix(rotate_aa(matrix))

						A:      List[Any]  				=				make_matrix()
						print("\norigin:\n")
						print_matrix(matrix)
						print("\nrotate 180:\n")
						print_matrix(rotate_aaa(matrix))

						A:      List[str]  				=				make_matrix()
						print("\norigin:\n")
						print_matrix(matrix)
						print("\nrotate 270 counterclockwise:\n")
						print_matrix(rotate_aaa(matrix))
