






"""simple docstring"""
import json
import os
from functools import lru_cache
from typing import List, Optional, Tuple

import regex as re

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


lowerCamelCase_       			=   logging.get_logger(__name__)


lowerCamelCase_       			=   {'''vocab_file''': '''vocab.json''', '''merges_file''': '''merges.txt'''}

lowerCamelCase_       			=   {
    '''vocab_file''': {
        '''allenai/longformer-base-4096''': '''https://huggingface.co/allenai/longformer-base-4096/resolve/main/vocab.json''',
        '''allenai/longformer-large-4096''': (
            '''https://huggingface.co/allenai/longformer-large-4096/resolve/main/vocab.json'''
        ),
        '''allenai/longformer-large-4096-finetuned-triviaqa''': (
            '''https://huggingface.co/allenai/longformer-large-4096-finetuned-triviaqa/resolve/main/vocab.json'''
        ),
        '''allenai/longformer-base-4096-extra.pos.embd.only''': (
            '''https://huggingface.co/allenai/longformer-base-4096-extra.pos.embd.only/resolve/main/vocab.json'''
        ),
        '''allenai/longformer-large-4096-extra.pos.embd.only''': (
            '''https://huggingface.co/allenai/longformer-large-4096-extra.pos.embd.only/resolve/main/vocab.json'''
        ),
    },
    '''merges_file''': {
        '''allenai/longformer-base-4096''': '''https://huggingface.co/allenai/longformer-base-4096/resolve/main/merges.txt''',
        '''allenai/longformer-large-4096''': (
            '''https://huggingface.co/allenai/longformer-large-4096/resolve/main/merges.txt'''
        ),
        '''allenai/longformer-large-4096-finetuned-triviaqa''': (
            '''https://huggingface.co/allenai/longformer-large-4096-finetuned-triviaqa/resolve/main/merges.txt'''
        ),
        '''allenai/longformer-base-4096-extra.pos.embd.only''': (
            '''https://huggingface.co/allenai/longformer-base-4096-extra.pos.embd.only/resolve/main/merges.txt'''
        ),
        '''allenai/longformer-large-4096-extra.pos.embd.only''': (
            '''https://huggingface.co/allenai/longformer-large-4096-extra.pos.embd.only/resolve/main/merges.txt'''
        ),
    },
}

lowerCamelCase_       			=   {
    '''allenai/longformer-base-4096''': 4096,
    '''allenai/longformer-large-4096''': 4096,
    '''allenai/longformer-large-4096-finetuned-triviaqa''': 4096,
    '''allenai/longformer-base-4096-extra.pos.embd.only''': 4096,
    '''allenai/longformer-large-4096-extra.pos.embd.only''': 4096,
}

@lru_cache()
# Copied from transformers.models.roberta.tokenization_roberta.bytes_to_unicode
def        snake_case   (     ):
			UpperCAmelCase_  :				Any      =      (
			    list(range(ord("!"		)			,ord("~"		) + 1		)		) + list(range(ord("¡"		)			,ord("¬"		) + 1		)		) + list(range(ord("®"		)			,ord("ÿ"		) + 1		)		)
			)
			UpperCAmelCase_  :				Dict      =      bs[:]
			UpperCAmelCase_  :				List[str]      =      0
			for b in range(2**8		):
						if b not in bs:
									bs.append(A__		)
									cs.append(2**8 + n		)
									n += 1
			UpperCAmelCase_  :				Tuple      =      [chr(A__		) for n in cs]
			return dict(zip(A__			,A__		)		)

def        snake_case   (     A__		):
			UpperCAmelCase_  :				Tuple      =      set()
			UpperCAmelCase_  :				Union[str, Any]      =      word[0]
			for char in word[1:]:
						pairs.add((prev_char, char)		)
						UpperCAmelCase_  :				int      =      char
			return pairs







class     UpperCamelCase_ (__A  ):
	__magic_name__			   =       VOCAB_FILES_NAMES
	__magic_name__			   =       PRETRAINED_VOCAB_FILES_MAP
	__magic_name__			   =       PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
	__magic_name__			   =       ['''input_ids''', '''attention_mask''']





	def __init__(   self      :				Tuple			,			lowerCAmelCase_      :				List[Any]			,			lowerCAmelCase_      :				List[str]			,			lowerCAmelCase_      :				List[Any]="replace"			,			lowerCAmelCase_      :				Dict="<s>"			,			lowerCAmelCase_      :				str="</s>"			,			lowerCAmelCase_      :				Tuple="</s>"			,			lowerCAmelCase_      :				Optional[Any]="<s>"			,			lowerCAmelCase_      :				int="<unk>"			,			lowerCAmelCase_      :				Optional[int]="<pad>"			,			lowerCAmelCase_      :				Union[str, Any]="<mask>"			,			lowerCAmelCase_      :				Optional[Any]=False			,			**lowerCAmelCase_      :				Union[str, Any]			,			)		->    List[Any]:
				UpperCAmelCase_  :				int      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else bos_token
				UpperCAmelCase_  :				str      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else eos_token
				UpperCAmelCase_  :				Optional[int]      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else sep_token
				UpperCAmelCase_  :				Any      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else cls_token
				UpperCAmelCase_  :				Dict      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else unk_token
				UpperCAmelCase_  :				List[str]      =      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
				UpperCAmelCase_  :				Union[str, Any]      =      AddedToken(lowerCAmelCase_			,			lstrip=lowerCAmelCase_			,			rstrip=lowerCAmelCase_		) if isinstance(lowerCAmelCase_			,			lowerCAmelCase_		) else mask_token

				super().__init__(
				    errors=lowerCAmelCase_			,			bos_token=lowerCAmelCase_			,			eos_token=lowerCAmelCase_			,			unk_token=lowerCAmelCase_			,			sep_token=lowerCAmelCase_			,			cls_token=lowerCAmelCase_			,			pad_token=lowerCAmelCase_			,			mask_token=lowerCAmelCase_			,			add_prefix_space=lowerCAmelCase_			,			**lowerCAmelCase_			,			)

				with open(lowerCAmelCase_			,			encoding="utf-8"		) as vocab_handle:
							UpperCAmelCase_  :				Optional[Any]      =      json.load(lowerCAmelCase_		)
				UpperCAmelCase_  :				Dict      =      {v: k for k, v in self.encoder.items()}
				UpperCAmelCase_  :				List[Any]      =      errors  # how to handle errors in decoding
				UpperCAmelCase_  :				Optional[int]      =      bytes_to_unicode()
				UpperCAmelCase_  :				int      =      {v: k for k, v in self.byte_encoder.items()}
				with open(lowerCAmelCase_			,			encoding="utf-8"		) as merges_handle:
							UpperCAmelCase_  :				Dict      =      merges_handle.read().split("\n"		)[1:-1]
				UpperCAmelCase_  :				Dict      =      [tuple(merge.split()		) for merge in bpe_merges]
				UpperCAmelCase_  :				Optional[Any]      =      dict(zip(lowerCAmelCase_			,			range(len(lowerCAmelCase_		)		)		)		)
				UpperCAmelCase_  :				int      =      {}
				UpperCAmelCase_  :				Any      =      add_prefix_space

				# Should have added re.IGNORECASE so BPE merges can happen for capitalized versions of contractions
				UpperCAmelCase_  :				Tuple      =      re.compile(R"'s|'t|'re|'ve|'m|'ll|'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+"		)





	@property
	def   _SCREAMING_SNAKE_CASE   (   self      :				str		)		->    List[str]:
				return len(self.encoder		)





	def   _SCREAMING_SNAKE_CASE   (   self      :				List[Any]		)		->    str:
				return dict(self.encoder			,			**self.added_tokens_encoder		)





	def   _SCREAMING_SNAKE_CASE   (   self      :				Dict			,			lowerCAmelCase_      :				List[str]		)		->    str:
				if token in self.cache:
							return self.cache[token]
				UpperCAmelCase_  :				str      =      tuple(lowerCAmelCase_		)
				UpperCAmelCase_  :				List[Any]      =      get_pairs(lowerCAmelCase_		)

				if not pairs:
							return token

				while True:
							UpperCAmelCase_  :				Any      =      min(lowerCAmelCase_			,			key=lambda lowerCAmelCase_		: self.bpe_ranks.get(lowerCAmelCase_			,			float("inf"		)		)		)
							if bigram not in self.bpe_ranks:
										break
							UpperCAmelCase_  ,			UpperCAmelCase_  :				Dict      =      bigram
							UpperCAmelCase_  :				int      =      []
							UpperCAmelCase_  :				Tuple      =      0
							while i < len(lowerCAmelCase_		):
										try:
													UpperCAmelCase_  :				List[str]      =      word.index(lowerCAmelCase_			,			lowerCAmelCase_		)
										except ValueError:
													new_word.extend(word[i:]		)
													break
										else:
													new_word.extend(word[i:j]		)
													UpperCAmelCase_  :				Any      =      j

										if word[i] == first and i < len(lowerCAmelCase_		) - 1 and word[i + 1] == second:
													new_word.append(first + second		)
													i += 2
										else:
													new_word.append(word[i]		)
													i += 1
							UpperCAmelCase_  :				int      =      tuple(lowerCAmelCase_		)
							UpperCAmelCase_  :				Union[str, Any]      =      new_word
							if len(lowerCAmelCase_		) == 1:
										break
							else:
										UpperCAmelCase_  :				Any      =      get_pairs(lowerCAmelCase_		)
				UpperCAmelCase_  :				Optional[Any]      =      " ".join(lowerCAmelCase_		)
				UpperCAmelCase_  :				Optional[Any]      =      word
				return word





	def   _SCREAMING_SNAKE_CASE   (   self      :				Dict			,			lowerCAmelCase_      :				List[Any]		)		->    int:
				UpperCAmelCase_  :				Optional[Any]      =      []
				for token in re.findall(self.pat			,			lowerCAmelCase_		):
							UpperCAmelCase_  :				List[str]      =      "".join(
							    self.byte_encoder[b] for b in token.encode("utf-8"		)		)  # Maps all our bytes to unicode strings, avoiding control tokens of the BPE (spaces in our case)
							bpe_tokens.extend(bpe_token for bpe_token in self.bpe(lowerCAmelCase_		).split(" "		)		)
				return bpe_tokens





	def   _SCREAMING_SNAKE_CASE   (   self      :				Union[str, Any]			,			lowerCAmelCase_      :				Union[str, Any]		)		->    Union[str, Any]:
				return self.encoder.get(lowerCAmelCase_			,			self.encoder.get(self.unk_token		)		)





	def   _SCREAMING_SNAKE_CASE   (   self      :				Optional[Any]			,			lowerCAmelCase_      :				Optional[int]		)		->    Optional[Any]:
				return self.decoder.get(lowerCAmelCase_		)





	def   _SCREAMING_SNAKE_CASE   (   self      :				Dict			,			lowerCAmelCase_      :				Any		)		->    Union[str, Any]:
				UpperCAmelCase_  :				Optional[Any]      =      "".join(lowerCAmelCase_		)
				UpperCAmelCase_  :				Any      =      bytearray([self.byte_decoder[c] for c in text]		).decode("utf-8"			,			errors=self.errors		)
				return text





	def   _SCREAMING_SNAKE_CASE   (   self      :				Any			,			lowerCAmelCase_      :				str			,			lowerCAmelCase_      :				Optional[str] = None		)		->    Tuple[str]:
				if not os.path.isdir(lowerCAmelCase_		):
							logger.error(f"""Vocabulary path ({save_directory}) should be a directory"""		)
							return
				UpperCAmelCase_  :				Tuple      =      os.path.join(
				    lowerCAmelCase_			,			(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]		)
				UpperCAmelCase_  :				Tuple      =      os.path.join(
				    lowerCAmelCase_			,			(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["merges_file"]		)

				with open(lowerCAmelCase_			,			"w"			,			encoding="utf-8"		) as f:
							f.write(json.dumps(self.encoder			,			indent=2			,			sort_keys=lowerCAmelCase_			,			ensure_ascii=lowerCAmelCase_		) + "\n"		)

				UpperCAmelCase_  :				Tuple      =      0
				with open(lowerCAmelCase_			,			"w"			,			encoding="utf-8"		) as writer:
							writer.write("#version: 0.2\n"		)
							for bpe_tokens, token_index in sorted(self.bpe_ranks.items()			,			key=lambda lowerCAmelCase_		: kv[1]		):
										if index != token_index:
													logger.warning(
													    f"""Saving vocabulary to {merge_file}: BPE merge indices are not consecutive."""
													    " Please check that the tokenizer is not corrupted!"		)
													UpperCAmelCase_  :				Union[str, Any]      =      token_index
										writer.write(" ".join(lowerCAmelCase_		) + "\n"		)
										index += 1

				return vocab_file, merge_file





	def   _SCREAMING_SNAKE_CASE   (   self      :				List[Any]			,			lowerCAmelCase_      :				List[int]			,			lowerCAmelCase_      :				Optional[List[int]] = None		)		->    List[int]:
				if token_ids_a is None:
							return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
				UpperCAmelCase_  :				Union[str, Any]      =      [self.cls_token_id]
				UpperCAmelCase_  :				Optional[int]      =      [self.sep_token_id]
				return cls + token_ids_a + sep + sep + token_ids_a + sep





	def   _SCREAMING_SNAKE_CASE   (   self      :				int			,			lowerCAmelCase_      :				List[int]			,			lowerCAmelCase_      :				Optional[List[int]] = None			,			lowerCAmelCase_      :				bool = False		)		->    List[int]:
				if already_has_special_tokens:
							return super().get_special_tokens_mask(
							    token_ids_a=lowerCAmelCase_			,			token_ids_a=lowerCAmelCase_			,			already_has_special_tokens=lowerCAmelCase_		)

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





	def   _SCREAMING_SNAKE_CASE   (   self      :				Union[str, Any]			,			lowerCAmelCase_      :				List[int]			,			lowerCAmelCase_      :				Optional[List[int]] = None		)		->    List[int]:
				UpperCAmelCase_  :				Union[str, Any]      =      [self.sep_token_id]
				UpperCAmelCase_  :				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 + sep + token_ids_a + sep		) * [0]





	def   _SCREAMING_SNAKE_CASE   (   self      :				Union[str, Any]			,			lowerCAmelCase_      :				Optional[Any]			,			lowerCAmelCase_      :				Tuple=False			,			**lowerCAmelCase_      :				str		)		->    Optional[Any]:
				UpperCAmelCase_  :				Dict      =      kwargs.pop("add_prefix_space"			,			self.add_prefix_space		)
				if (is_split_into_words or add_prefix_space) and (len(lowerCAmelCase_		) > 0 and not text[0].isspace()):
							UpperCAmelCase_  :				Optional[int]      =      " " + text
				return (text, kwargs)











"""simple docstring"""
from __future__ import annotations

import math

def        snake_case   (     A__		):

			if 1 < number < 4:
						# 2 and 3 are primes
						return True
			elif number < 2 or number % 2 == 0 or number % 3 == 0:
						# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
						return False

			# All primes number are in format of 6k +/- 1
			for i in range(5			,int(math.sqrt(A__		) + 1		)			,6		):
						if number % i == 0 or number % (i + 2) == 0:
									return False
			return True


lowerCamelCase_       			=   [num for num in range(3, 10_0001, 2) if not is_prime(num)]

def        snake_case   (     A__		):
			if not isinstance(A__			,A__		):
						raise ValueError("n must be an integer"		)
			if n <= 0:
						raise ValueError("n must be >= 0"		)

			UpperCAmelCase_  :				List[str]      =      []
			for num in range(len(A__		)		):
						UpperCAmelCase_  :				Dict      =      0
						while 2 * i * i <= odd_composites[num]:
									UpperCAmelCase_  :				List[str]      =      odd_composites[num] - 2 * i * i
									if is_prime(A__		):
												break
									i += 1
						else:
									list_nums.append(odd_composites[num]		)
									if len(A__		) == n:
												return list_nums

			return []

def        snake_case   (     ):
			return compute_nums(1		)[0]


if __name__ == "__main__":
			print(f'{solution() = }')



