




import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging


if is_sentencepiece_available():
				from .tokenization_big_bird import BigBirdTokenizer
else:
				__lowercase       :List[Any]       =  None

__lowercase       :int       =  logging.get_logger(__name__)
__lowercase       :List[str]       =  {"vocab_file": "spiece.model", "tokenizer_file": "tokenizer.json"}

__lowercase       :List[Any]       =  {
    "vocab_file": {
        "google/bigbird-roberta-base": "https://huggingface.co/google/bigbird-roberta-base/resolve/main/spiece.model",
        "google/bigbird-roberta-large": (
            "https://huggingface.co/google/bigbird-roberta-large/resolve/main/spiece.model"
        ),
        "google/bigbird-base-trivia-itc": (
            "https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/spiece.model"
        ),
    },
    "tokenizer_file": {
        "google/bigbird-roberta-base": (
            "https://huggingface.co/google/bigbird-roberta-base/resolve/main/tokenizer.json"
        ),
        "google/bigbird-roberta-large": (
            "https://huggingface.co/google/bigbird-roberta-large/resolve/main/tokenizer.json"
        ),
        "google/bigbird-base-trivia-itc": (
            "https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/tokenizer.json"
        ),
    },
}

__lowercase       :Any       =  {
    "google/bigbird-roberta-base": 4_096,
    "google/bigbird-roberta-large": 4_096,
    "google/bigbird-base-trivia-itc": 4_096,
}


__lowercase       :Tuple       =  "▁"



class    _a     (				__lowerCamelCase							):






							"""simple docstring"""

							snake_case_							 =						VOCAB_FILES_NAMES
							snake_case_							 =						PRETRAINED_VOCAB_FILES_MAP
							snake_case_							 =						PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
							snake_case_							 =						BigBirdTokenizer
							snake_case_							 =						["input_ids", "attention_mask"]
							snake_case_							 =						[]

							def __init__(      self				:     int							,	a				:     List[Any]=None							,	a				:     Optional[Any]=None							,	a				:     List[str]="<unk>"							,	a				:     Tuple="<s>"							,	a				:     Tuple="</s>"							,	a				:     Optional[int]="<pad>"							,	a				:     Optional[Any]="[SEP]"							,	a				:     List[Any]="[MASK]"							,	a				:     Any="[CLS]"							,	**a				:     Tuple							,	)	->str:
													SCREAMING_SNAKE_CASE__     :				str   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else bos_token
													SCREAMING_SNAKE_CASE__     :				Optional[int]   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else eos_token
													SCREAMING_SNAKE_CASE__     :				Any   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else unk_token
													SCREAMING_SNAKE_CASE__     :				Union[str, Any]   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else pad_token
													SCREAMING_SNAKE_CASE__     :				Dict   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else cls_token
													SCREAMING_SNAKE_CASE__     :				List[Any]   =					AddedToken(UpperCAmelCase_							,	lstrip=UpperCAmelCase_							,	rstrip=UpperCAmelCase_    ) if isinstance(UpperCAmelCase_							,	UpperCAmelCase_    ) else sep_token

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

													super().__init__(
													    UpperCAmelCase_							,	tokenizer_file=UpperCAmelCase_							,	bos_token=UpperCAmelCase_							,	eos_token=UpperCAmelCase_							,	unk_token=UpperCAmelCase_							,	sep_token=UpperCAmelCase_							,	pad_token=UpperCAmelCase_							,	cls_token=UpperCAmelCase_							,	mask_token=UpperCAmelCase_							,	**UpperCAmelCase_							,	)

													SCREAMING_SNAKE_CASE__     :				int   =					vocab_file
													SCREAMING_SNAKE_CASE__     :				Tuple   =					False if not self.vocab_file else True

							def      A_  (      self				:     List[str]							,	a				:     List[int]							,	a				:     Optional[List[int]] = None    )	->Optional[int]:
													SCREAMING_SNAKE_CASE__     :				Optional[Any]   =					[self.sep_token_id]
													SCREAMING_SNAKE_CASE__     :				int   =					[self.cls_token_id]
													if token_ids_a is None:
																			return cls + token_ids_a + sep
													return cls + token_ids_a + sep + token_ids_a + sep

							def      A_  (      self				:     Tuple							,	a				:     List[int]							,	a				:     Optional[List[int]] = None							,	a				:     bool = False    )	->Dict:

													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 x in [self.sep_token_id, self.cls_token_id] else 0 for x in token_ids_a]

													if token_ids_a is None:
																			return [1] + ([0] * len(UpperCAmelCase_    )) + [1]
													return [1] + ([0] * len(UpperCAmelCase_    )) + [1] + ([0] * len(UpperCAmelCase_    )) + [1]

							def      A_  (      self				:     Optional[int]							,	a				:     List[int]							,	a				:     Optional[List[int]] = None    )	->Tuple:
													SCREAMING_SNAKE_CASE__     :				Dict   =					[self.sep_token_id]
													SCREAMING_SNAKE_CASE__     :				str   =					[self.cls_token_id]

													if token_ids_a is None:
																			return len(cls + token_ids_a + sep    ) * [0]
													return len(cls + token_ids_a + sep    ) * [0] + len(token_ids_a + sep    ) * [1]






							def      A_  (      self				:     Optional[int]							,	a				:     str							,	a				:     Optional[str] = None    )	->Union[str, Any]:
													if not self.can_save_slow_tokenizer:
																			raise ValueError(
																			    "Your fast tokenizer does not have the necessary information to save the vocabulary for a slow "
																			    "tokenizer."    )

													if not os.path.isdir(UpperCAmelCase_    ):
																			logger.error(f"""Vocabulary path ({save_directory}) should be a directory"""    )
																			return
													SCREAMING_SNAKE_CASE__     :				Optional[int]   =					os.path.join(
													    UpperCAmelCase_							,	(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]    )

													if os.path.abspath(self.vocab_file    ) != os.path.abspath(UpperCAmelCase_    ):
																			copyfile(self.vocab_file							,	UpperCAmelCase_    )

													return (out_vocab_file,)






def       UpperCAmelCase							(     _lowerCamelCase      :  int			,   _lowerCamelCase      :  bool = False     ):





						'''simple docstring'''


						if n == 2:
												return True
						if not n % 2 or n < 2:
												return False
						if n > 5 and n % 10 not in (1, 3, 7, 9):  # can quickly check last digit
												return False
						if n > 3_317_044_064_679_887_385_961_981 and not allow_probable:
												raise ValueError(
												    "Warning: upper bound of deterministic test is exceeded. "
												    "Pass allow_probable=True to allow probabilistic test. "
												    "A return value of True indicates a probable prime."     )
						# array bounds provided by analysis
						SCREAMING_SNAKE_CASE__     :				List[str]   =					[
						    2_047,
						    1_373_653,
						    25_326_001,
						    3_215_031_751,
						    2_152_302_898_747,
						    3_474_749_660_383,
						    341_550_071_728_321,
						    1,
						    3_825_123_056_546_413_051,
						    1,
						    1,
						    318_665_857_834_031_151_167_461,
						    3_317_044_064_679_887_385_961_981,
						]

						SCREAMING_SNAKE_CASE__     :				Union[str, Any]   =					[2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41]
						for idx, _p in enumerate(_lowerCamelCase			,   1     ):
												if n < _p:
																		# then we have our last prime to check
																		SCREAMING_SNAKE_CASE__     :				Dict   =					primes[:idx]
																		break
						SCREAMING_SNAKE_CASE__,							SCREAMING_SNAKE_CASE__     :				Dict   =					n - 1, 0
						# break up n -1 into a power of 2 (s) and
						# remaining odd component
						# essentially, solve for d * 2 ** s == n - 1
						while d % 2 == 0:
												d //= 2
												s += 1
						for prime in plist:
												SCREAMING_SNAKE_CASE__     :				str   =					False
												for r in range(_lowerCamelCase     ):
																		SCREAMING_SNAKE_CASE__     :				Optional[Any]   =					pow(_lowerCamelCase			,   d * 2**r			,   _lowerCamelCase     )
																		# see article for analysis explanation for m
																		if (r == 0 and m == 1) or ((m + 1) % n == 0):
																								SCREAMING_SNAKE_CASE__     :				str   =					True
																								# this loop will not determine compositeness
																								break
												if pr:
																		continue
												# if pr is False, then the above loop never evaluated to true,
												# and the n MUST be composite
												return False
						return True







def       UpperCAmelCase							(     ):





						'''simple docstring'''


						assert not miller_rabin(561     )
						assert miller_rabin(563     )
						# 2047

						assert not miller_rabin(838_201     )
						assert miller_rabin(838_207     )
						# 1_373_653

						assert not miller_rabin(17_316_001     )
						assert miller_rabin(17_316_017     )
						# 25_326_001

						assert not miller_rabin(3_078_386_641     )
						assert miller_rabin(3_078_386_653     )
						# 3_215_031_751

						assert not miller_rabin(1_713_045_574_801     )
						assert miller_rabin(1_713_045_574_819     )
						# 2_152_302_898_747

						assert not miller_rabin(2_779_799_728_307     )
						assert miller_rabin(2_779_799_728_327     )
						# 3_474_749_660_383

						assert not miller_rabin(113_850_023_909_441     )
						assert miller_rabin(113_850_023_909_527     )
						# 341_550_071_728_321

						assert not miller_rabin(1_275_041_018_848_804_351     )
						assert miller_rabin(1_275_041_018_848_804_391     )
						# 3_825_123_056_546_413_051

						assert not miller_rabin(79_666_464_458_507_787_791_867     )
						assert miller_rabin(79_666_464_458_507_787_791_951     )
						# 318_665_857_834_031_151_167_461

						assert not miller_rabin(552_840_677_446_647_897_660_333     )
						assert miller_rabin(552_840_677_446_647_897_660_359     )
						# 3_317_044_064_679_887_385_961_981
						# upper limit for probabilistic test


if __name__ == "__main__":
				test_miller_rabin()