




from typing import Dict, List, Optional

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


__A        =    logging.get_logger(__name__)


__A        =    {
    "nielsr/canine-s": 20_48,
}

# Unicode defines 1,114,112 total “codepoints”
__A        =    1_11_41_12

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

__A        =    0xe000
__A        =    0xe001
__A        =    0xe002
__A        =    0xe003
__A        =    0xe004

# Maps special codepoints to human-readable names.
__A        =    {
    # 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.
__A        =    {name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}







class     __lowerCAmelCase (       __magic_name__ ):

			"""simple docstring"""







			snake_case_   		=       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__			,						)    ->      Dict:



							'''simple docstring'''
							__lowerCamelCase		       =    AddedToken(lowerCamelCase__			,						lstrip=lowerCamelCase__			,						rstrip=lowerCamelCase__							) if isinstance(lowerCamelCase__			,						lowerCamelCase__							) else bos_token
							__lowerCamelCase		       =    AddedToken(lowerCamelCase__			,						lstrip=lowerCamelCase__			,						rstrip=lowerCamelCase__							) if isinstance(lowerCamelCase__			,						lowerCamelCase__							) else eos_token
							__lowerCamelCase		       =    AddedToken(lowerCamelCase__			,						lstrip=lowerCamelCase__			,						rstrip=lowerCamelCase__							) if isinstance(lowerCamelCase__			,						lowerCamelCase__							) else sep_token
							__lowerCamelCase		       =    AddedToken(lowerCamelCase__			,						lstrip=lowerCamelCase__			,						rstrip=lowerCamelCase__							) if isinstance(lowerCamelCase__			,						lowerCamelCase__							) else cls_token
							__lowerCamelCase		       =    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
							__lowerCamelCase		       =    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.
							__lowerCamelCase		       =    {}
							for codepoint, name in SPECIAL_CODEPOINTS.items():
											__lowerCamelCase		       =    codepoint

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

							__lowerCamelCase		       =    UNICODE_VOCAB_SIZE
							__lowerCamelCase		       =    len(self._special_codepoints							)


			@property
			def       lowercase_    (      self							)    ->      int:



							'''simple docstring'''
							return self._unicode_vocab_size


			def       lowercase_    (      self			,						lowerCamelCase__							)    ->      List[str]:



							'''simple docstring'''
							return list(lowerCamelCase__							)


			def       lowercase_    (      self			,						lowerCamelCase__							)    ->      int:



							'''simple docstring'''
							try:
											return ord(lowerCamelCase__							)
							except TypeError:
											raise ValueError(f"""invalid token: '{token}'"""							)


			def       lowercase_    (      self			,						lowerCamelCase__							)    ->      str:



							'''simple docstring'''
							try:
											if index in SPECIAL_CODEPOINTS:
															return SPECIAL_CODEPOINTS[index]
											return chr(lowerCamelCase__							)
							except TypeError:
											raise ValueError(f"""invalid id: {index}"""							)


			def       lowercase_    (      self			,						lowerCamelCase__							)    ->      int:



							'''simple docstring'''
							return "".join(lowerCamelCase__							)


			def       lowercase_    (      self			,						lowerCamelCase__			,						lowerCamelCase__ = None							)    ->      List[int]:



							'''simple docstring'''
							__lowerCamelCase		       =    [self.sep_token_id]
							__lowerCamelCase		       =    [self.cls_token_id]

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


			def       lowercase_    (      self			,						lowerCamelCase__			,						lowerCamelCase__ = None			,						lowerCamelCase__ = False							)    ->      List[int]:



							'''simple docstring'''
							if already_has_special_tokens:
											return super().get_special_tokens_mask(
											    token_ids_a=lowerCamelCase__			,						token_ids_a=lowerCamelCase__			,						already_has_special_tokens=lowerCamelCase__							)

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


			def       lowercase_    (      self			,						lowerCamelCase__			,						lowerCamelCase__ = None							)    ->      List[int]:



							'''simple docstring'''
							__lowerCamelCase		       =    [self.sep_token_id]
							__lowerCamelCase		       =    [self.cls_token_id]

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






			def       lowercase_    (      self			,						lowerCamelCase__			,						lowerCamelCase__ = None							)    ->      str:



							'''simple docstring'''
							return ()










"""simple docstring"""
def 				snake_case      (   A__	,A__						):
			# "extended trapezoidal rule"
			# int(f) = dx/2 * (f1 + 2f2 + ... + fn)
			UpperCAmelCase_     : Dict			     =					(boundary[1] - boundary[0]) / steps
			UpperCAmelCase_     : Optional[int]			     =					boundary[0]
			UpperCAmelCase_     : str			     =					boundary[1]
			UpperCAmelCase_     : Tuple			     =					make_points(A__	,A__	,A__						)
			UpperCAmelCase_     : List[str]			     =					0.0
			y += (h / 2.0) * f(A__						)
			for i in x_i:
						# print(i)
						y += h * f(A__						)
			y += (h / 2.0) * f(A__						)
			return y

def 				snake_case      (   A__	,A__	,A__						):
			UpperCAmelCase_     : Union[str, Any]			     =					a + h
			while x < (b - h):
						yield x
						UpperCAmelCase_     : Optional[Any]			     =					x + h

def 				snake_case      (   A__						):  # enter your function here
			UpperCAmelCase_     : Dict			     =					(x - 0) * (x - 0)
			return y

def 				snake_case      (   ):
			UpperCAmelCase_     : Dict			     =					0.0  # Lower bound of integration
			UpperCAmelCase_     : Optional[int]			     =					1.0  # Upper bound of integration
			UpperCAmelCase_     : Dict			     =					10.0  # define number of steps or resolution
			UpperCAmelCase_     : List[Any]			     =					[a, b]  # define boundary of integration
			UpperCAmelCase_     : Union[str, Any]			     =					method_a(A__	,A__						)
			print(F"""y = {y}"""						)


if __name__ == "__main__":
			main()



