





"""simple docstring"""






import os
from typing import List, Optional, Union

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


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

snake_case_   :   Union[str, Any]        =       {'vocab_file': 'vocab.txt'}

snake_case_   :   int        =       {
    'vocab_file': {
        'facebook/esm2_t6_8M_UR50D': 'https://huggingface.co/facebook/esm2_t6_8M_UR50D/resolve/main/vocab.txt',
        'facebook/esm2_t12_35M_UR50D': 'https://huggingface.co/facebook/esm2_t12_35M_UR50D/resolve/main/vocab.txt',
    },
}

snake_case_   :   Optional[Any]        =       {
    'facebook/esm2_t6_8M_UR50D': 1_0_2_4,
    'facebook/esm2_t12_35M_UR50D': 1_0_2_4,
}



def   lowercase_	(    _lowercase       :		Tuple	):




					'''simple docstring'''






					with open(lowerCamelCase_							,      "r"	) as f:
										UpperCAmelCase			:   str      =				f.read().splitlines()
										return [l.strip() for l in lines]







class       snake_case__  ( lowerCamelCase__     ):
			SCREAMING_SNAKE_CASE__     				=						VOCAB_FILES_NAMES
			SCREAMING_SNAKE_CASE__     				=						PRETRAINED_VOCAB_FILES_MAP
			SCREAMING_SNAKE_CASE__     				=						PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
			SCREAMING_SNAKE_CASE__     				=						['''input_ids''', '''attention_mask''']







			def __init__(			self			: Tuple			,  lowercase			: Any			,  lowercase			: Union[str, Any]="<unk>"			,  lowercase			: int="<cls>"			,  lowercase			: Optional[int]="<pad>"			,  lowercase			: Tuple="<mask>"			,  lowercase			: str="<eos>"			,  **lowercase			: str			,  ):





								'''simple docstring'''



								super().__init__(**__lowerCamelCase  )
								UpperCAmelCase			:   Union[str, Any]      =				load_vocab_file(__lowerCamelCase  )
								UpperCAmelCase			:   List[Any]      =				dict(enumerate(self.all_tokens  )  )
								UpperCAmelCase			:   List[str]      =				{tok: ind for ind, tok in enumerate(self.all_tokens  )}
								UpperCAmelCase			:   int      =				unk_token
								UpperCAmelCase			:   str      =				cls_token
								UpperCAmelCase			:   List[Any]      =				pad_token
								UpperCAmelCase			:   int      =				mask_token
								UpperCAmelCase			:   str      =				eos_token
								UpperCAmelCase			:   Optional[int]      =				self.all_tokens
								self._create_trie(self.unique_no_split_tokens  )







			def 			__lowerCAmelCase				(			self			: Union[str, Any]			,  lowercase			: Dict  ):





								'''simple docstring'''



								return self._id_to_token.get(__lowerCamelCase			,  self.unk_token  )







			def 			__lowerCAmelCase				(			self			: Optional[int]			,  lowercase			: Any  ):





								'''simple docstring'''



								return self._token_to_id.get(__lowerCamelCase			,  self._token_to_id.get(self.unk_token  )  )







			def 			__lowerCAmelCase				(			self			: int			,  lowercase			: Optional[int]			,  **lowercase			: List[Any]  ):





								'''simple docstring'''



								return text.split()







			def 			__lowerCAmelCase				(			self			: str			,  lowercase			: Optional[int]=False  ):





								'''simple docstring'''



								return len(self._id_to_token  )







			def 			__lowerCAmelCase				(			self			: Dict  ):





								'''simple docstring'''



								return {token: i for i, token in enumerate(self.all_tokens  )}







			def 			__lowerCAmelCase				(			self			: Optional[int]			,  lowercase			: Union[str, Any]  ):





								'''simple docstring'''



								return self._token_to_id.get(__lowerCamelCase			,  self._token_to_id.get(self.unk_token  )  )







			def 			__lowerCAmelCase				(			self			: Union[str, Any]			,  lowercase			: Any  ):





								'''simple docstring'''



								return self._id_to_token.get(__lowerCamelCase			,  self.unk_token  )







			def 			__lowerCAmelCase				(			self			: List[str]			,  lowercase			: int			,  lowercase			: Dict = None  ):





								'''simple docstring'''



								UpperCAmelCase			:   Optional[int]      =				[self.cls_token_id]
								UpperCAmelCase			:   Tuple      =				[self.eos_token_id]  # No sep token in ESM vocabulary
								if token_ids_a is None:
													if self.eos_token_id is None:
																		return cls + token_ids_a
													else:
																		return cls + token_ids_a + sep
								elif self.eos_token_id is None:
													raise ValueError("Cannot tokenize multiple sequences when EOS token is not set!"  )
								return cls + token_ids_a + sep + token_ids_a + sep  # Multiple inputs always have an EOS token







			def 			__lowerCAmelCase				(			self			: Optional[Any]			,  lowercase			: List[str]			,  lowercase			: Union[str, Any] = None			,  lowercase			: Tuple = False  ):





								'''simple docstring'''



								if already_has_special_tokens:
													if token_ids_a is not None:
																		raise ValueError(
																		    "You should not supply a second sequence if the provided sequence of "
																		    "ids is already formatted with special tokens for the model."  )

													return [1 if token in self.all_special_ids else 0 for token in token_ids_a]
								UpperCAmelCase			:   Tuple      =				[1] + ([0] * len(__lowerCamelCase  )) + [1]
								if token_ids_a is not None:
													mask += [0] * len(__lowerCamelCase  ) + [1]
								return mask







			def 			__lowerCAmelCase				(			self			: int			,  lowercase			: List[Any]			,  lowercase			: List[str]  ):





								'''simple docstring'''



								UpperCAmelCase			:   Union[str, Any]      =				os.path.join(__lowerCamelCase			,  (filename_prefix + "-" if filename_prefix else "") + "vocab.txt"  )
								with open(__lowerCamelCase			,  "w"  ) as f:
													f.write("\n".join(self.all_tokens  )  )
								return (vocab_file,)







			@property
			def 			__lowerCAmelCase				(			self			: Dict  ):





								'''simple docstring'''



								return self.get_vocab_size(with_added_tokens=__lowerCamelCase  )







			def 			__lowerCAmelCase				(			self			: Optional[int]			,  lowercase			: Optional[int]			,  lowercase			: Tuple = False  ):





								'''simple docstring'''



								return super()._add_tokens(__lowerCamelCase			,  special_tokens=__lowerCamelCase  )





"""simple docstring"""






import math



def   lowercase_	(    _lowercase       :		int	):




					'''simple docstring'''






					return math.sqrt(_lowercase	) * math.sqrt(_lowercase	) == num



def   lowercase_	(    _lowercase       :		int	):




					'''simple docstring'''






					UpperCAmelCase			:   List[Any]      =				0
					UpperCAmelCase			:   Tuple      =				n
					while left <= right:
										UpperCAmelCase			:   Tuple      =				(left + right) // 2
										if mid**2 == n:
															return True
										elif mid**2 > n:
															UpperCAmelCase			:   List[str]      =				mid - 1
										else:
															UpperCAmelCase			:   Any      =				mid + 1
					return False


if __name__ == "__main__":
	import doctest

	doctest.testmod()


