





'''simple docstring'''



from typing import Dict, List, Optional

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


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


__magic_name__   :						List[Any]    =			{
    """nielsr/canine-s""": 2_048,
}

# Unicode defines 1,114,112 total “codepoints”
__magic_name__   :						Union[str, Any]    =			1_114_112

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
__magic_name__   :						List[str]    =			0

__magic_name__   :						Union[str, Any]    =			0XE0_00
__magic_name__   :						List[Any]    =			0XE0_01
__magic_name__   :						Tuple    =			0XE0_02
__magic_name__   :						Tuple    =			0XE0_03
__magic_name__   :						List[str]    =			0XE0_04

# Maps special codepoints to human-readable names.
__magic_name__   :						Dict[int, str]    =			{
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: "[CLS]",
    SEP: "[SEP]",
    BOS: "[BOS]",
    MASK: "[MASK]",
    PAD: "[PAD]",
    RESERVED: "[RESERVED]",
}

# Maps special codepoint human-readable names to their codepoint values.
__magic_name__   :						Dict[str, int]    =			{name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}


class       __SCREAMING_SNAKE_CASE	(						__UpperCamelCase			):



     '''simple docstring'''






     UpperCAmelCase__       :						str      =   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES

     def __init__(					self						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=chr(lowerCamelCase	)						,   lowerCamelCase=False						,   lowerCamelCase=2_048						,   **lowerCamelCase						,   ):
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else bos_token
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else eos_token
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else sep_token
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else cls_token
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else pad_token

       # Mask token behave like a normal word, i.e. include the space before it
       _snake_case     		=				AddedToken(lowerCamelCase						,   lstrip=lowerCamelCase						,   rstrip=lowerCamelCase	) if isinstance(lowerCamelCase						,   lowerCamelCase	) else mask_token

       super().__init__(
           bos_token=lowerCamelCase						,   eos_token=lowerCamelCase						,   sep_token=lowerCamelCase						,   cls_token=lowerCamelCase						,   pad_token=lowerCamelCase						,   mask_token=lowerCamelCase						,   add_prefix_space=lowerCamelCase						,   model_max_length=lowerCamelCase						,   **lowerCamelCase						,   )

       # Creates a mapping for looking up the IDs of special symbols.
       _snake_case     		=				{}
       for codepoint, name in SPECIAL_CODEPOINTS.items():
         _snake_case     		=				codepoint

       # Creates a mapping for looking up the string forms of special symbol IDs.
       _snake_case     		=				{
           codepoint: name for name, codepoint in self._special_codepoints.items()
       }

       _snake_case     		=				UNICODE_VOCAB_SIZE
       _snake_case     		=				len(self._special_codepoints	)

     @property
     def 	UpperCamelCase(					self	):
       return self._unicode_vocab_size

     def 	UpperCamelCase(					self						,   lowerCamelCase	):
       return list(lowerCamelCase	)

     def 	UpperCamelCase(					self						,   lowerCamelCase	):
       try:
         return ord(lowerCamelCase	)
       except TypeError:
         raise ValueError(F'''invalid token: \'{token}\''''	)

     def 	UpperCamelCase(					self						,   lowerCamelCase	):
       try:
         if index in SPECIAL_CODEPOINTS:
           return SPECIAL_CODEPOINTS[index]
         return chr(lowerCamelCase	)
       except TypeError:
         raise ValueError(F'''invalid id: {index}'''	)

     def 	UpperCamelCase(					self						,   lowerCamelCase	):
       return "".join(lowerCamelCase	)

     def 	UpperCamelCase(					self						,   lowerCamelCase						,   lowerCamelCase = None	):
       _snake_case     		=				[self.sep_token_id]
       _snake_case     		=				[self.cls_token_id]

       _snake_case     		=				cls + token_ids_a + sep
       if token_ids_a is not None:
         result += token_ids_a + sep
       return result

     def 	UpperCamelCase(					self						,   lowerCamelCase						,   lowerCamelCase = None						,   lowerCamelCase = False	):
       if already_has_special_tokens:
         return super().get_special_tokens_mask(
             token_ids_a=lowerCamelCase						,   token_ids_a=lowerCamelCase						,   already_has_special_tokens=lowerCamelCase	)

       _snake_case     		=				[1] + ([0] * len(lowerCamelCase	)) + [1]
       if token_ids_a is not None:
         result += ([0] * len(lowerCamelCase	)) + [1]
       return result

     def 	UpperCamelCase(					self						,   lowerCamelCase						,   lowerCamelCase = None	):
       _snake_case     		=				[self.sep_token_id]
       _snake_case     		=				[self.cls_token_id]

       _snake_case     		=				len(cls + token_ids_a + sep	) * [0]
       if token_ids_a is not None:
         result += len(token_ids_a + sep	) * [1]
       return result






     def 	UpperCamelCase(					self						,   lowerCamelCase						,   lowerCamelCase = None	):
       return ()









'''simple docstring'''



from __future__ import annotations

import numpy as np




def 				snake_case_      (		SCREAMING_SNAKE_CASE__       ):







  '''simple docstring'''



  return np.maximum(0					,	SCREAMING_SNAKE_CASE__       )


if __name__ == "__main__":
 print(np.array(relu([-1, 0, 5])))  # --> [0, 0, 5]


