





import collections
import json
import os
import re
from typing import TYPE_CHECKING, List, Optional, Tuple

import numpy as np

from ...tokenization_utils_fast import PreTrainedTokenizer
from ...utils import logging


if TYPE_CHECKING:
 from transformers.pipelines.conversational import Conversation


_lowerCAmelCase							:					List[str]		    =		logging.get_logger(__name__)

_lowerCAmelCase							:					int		    =		{"vocab_file": "vocab.txt", "emoji_file": "emoji.json"}

_lowerCAmelCase							:					str		    =		{
    "vocab_file": {
        "abeja/gpt-neox-japanese-2.7b": "https://huggingface.co/abeja/gpt-neox-japanese-2.7b/resolve/main/vocab.txt",
    },
    "emoji_file": {
        "abeja/gpt-neox-japanese-2.7b": "https://huggingface.co/abeja/gpt-neox-japanese-2.7b/resolve/main/emoji.json",
    },
}

_lowerCAmelCase							:					Any		    =		{
    "abeja/gpt-neox-japanese-2.7b": 2_048,
}

def    __snake_case  (    _lowerCAmelCase       :       Optional[int] , _lowerCAmelCase       :       str		)       ->  Any:
   with open(lowerCAmelCase__ , "r" , encoding="utf-8"		) as f:
      A_    : List[str]								=	json.loads(f.read()		)

   A_    : Any								=	collections.OrderedDict()
   A_    : List[Any]								=	collections.OrderedDict()
   A_    : Tuple								=	collections.OrderedDict()
   with open(lowerCAmelCase__ , "r" , encoding="utf-8"		) as f:
      A_    : Any								=	f.readlines()
   A_    : Optional[Any]								=	[[t.rstrip("\n"		)] if (t == "," or "," not in t) else t.rstrip("\n"		).split(","		) for t in token]
   for idx, b in enumerate(lowerCAmelCase__		):
      A_    : Any								=	b
      A_    : Tuple								=	idx
      for wd in b:
         A_    : int								=	idx

   return vocab, raw_vocab, ids_to_tokens, emoji


class     __magic_name__     (							SCREAMING_SNAKE_CASE__							):





     """simple docstring"""



     __UpperCamelCase    			=   VOCAB_FILES_NAMES
     __UpperCamelCase    			=   PRETRAINED_VOCAB_FILES_MAP
     __UpperCamelCase    			=   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
     __UpperCamelCase    			=   ['''input_ids''', '''attention_mask''']



     def __init__(							self				:Union[str, Any]	,					snake_case				:str	,					snake_case				:str	,					snake_case				:Optional[Any]="<|endoftext|>"	,					snake_case				:int="<|endoftext|>"	,					snake_case				:str="<|startoftext|>"	,					snake_case				:Any="<|endoftext|>"	,					snake_case				:Dict=False	,					**snake_case				:Tuple	,					):





        '''simple docstring'''




        super().__init__(
            unk_token=A__	,					pad_token=A__	,					bos_token=A__	,					eos_token=A__	,					do_clean_text=A__	,					**A__	,					)
        if not os.path.isfile(A__     ):
           raise ValueError(
               f"Can\'t find a vocabulary file at path \'{vocab_file}\'. To load the vocabulary from a Google pretrained"
               " model use `tokenizer = GPTNeoXJapaneseokenizer.from_pretrained(PRETRAINED_MODEL_NAME)`"     )
        if not os.path.isfile(A__     ):
           raise ValueError(
               f"Can\'t find a emoji file at path \'{emoji_file}\'. To load the emoji information from a Google"
               " pretrained model use `tokenizer = GPTNeoXJapaneseokenizer.from_pretrained(PRETRAINED_MODEL_NAME)`"     )
        A_    : Tuple								=	do_clean_text
        A_					,  A_					,  A_					,  A_    : str								=	load_vocab_and_emoji(A__	,					A__     )
        A_    : str								=	SubWordJapaneseTokenizer(
            vocab=self.vocab	,					ids_to_tokens=self.ids_to_tokens	,					emoji=self.emoji     )



     @property
     def   SCREAMING_SNAKE_CASE						(							self				:List[str]     ):





        '''simple docstring'''




        return len(self.raw_vocab     )



     def   SCREAMING_SNAKE_CASE						(							self				:Optional[int]     ):





        '''simple docstring'''




        return dict(self.raw_vocab	,					**self.added_tokens_encoder     )



     def   SCREAMING_SNAKE_CASE						(							self				:List[Any]	,					snake_case				:int     ):





        '''simple docstring'''




        return self.subword_tokenizer.tokenize(A__	,					clean=self.do_clean_text     )



     def   SCREAMING_SNAKE_CASE						(							self				:List[str]	,					snake_case				:List[str]     ):





        '''simple docstring'''




        return self.vocab.get(A__	,					self.vocab.get(self.unk_token     )     )



     def   SCREAMING_SNAKE_CASE						(							self				:Optional[int]	,					snake_case				:List[str]     ):





        '''simple docstring'''




        return self.subword_tokenizer.convert_id_to_token(A__     )



     def   SCREAMING_SNAKE_CASE						(							self				:str	,					snake_case				:Dict     ):





        '''simple docstring'''




        A_    : int								=	"".join(A__     ).strip()
        return out_string



     def   SCREAMING_SNAKE_CASE						(							self				:int	,					snake_case				:Tuple     ):





        '''simple docstring'''




        A_    : str								=	[]
        for is_user, text in conversation.iter_texts():
           input_ids.extend(self.encode(A__	,					add_special_tokens=A__     ) + [self.eos_token_id]     )

        if len(A__     ) > self.model_max_length:
           A_    : Any								=	input_ids[-self.model_max_length :]
        return input_ids





     def   SCREAMING_SNAKE_CASE						(							self				:str	,					snake_case				:str	,					snake_case				:Dict = None     ):





        '''simple docstring'''




        A_    : int								=	0
        if os.path.isdir(A__     ):
           A_    : Optional[Any]								=	os.path.join(
               A__	,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]     )
           A_    : Optional[Any]								=	os.path.join(
               A__	,					(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["emoji_file"]     )
        else:
           A_    : Optional[int]								=	(
               (filename_prefix + "-" if filename_prefix else "") + save_directory + VOCAB_FILES_NAMES["vocab_file"]
           )
           A_    : Any								=	(
               (filename_prefix + "-" if filename_prefix else "") + save_directory + VOCAB_FILES_NAMES["emoji_file"]
           )
        with open(A__	,					"w"	,					encoding="utf-8"     ) as writer:
           for token_index, token in self.ids_to_tokens.items():
              if index != token_index:
                 logger.warning(
                     f"Saving vocabulary to {vocab_file}: vocabulary indices are not consecutive."
                     " Please check that the vocabulary is not corrupted!"     )
                 A_    : Union[str, Any]								=	token_index
              writer.write(",".join(A__     ) + "\n"     )
              index += 1
        with open(A__	,					"w"	,					encoding="utf-8"     ) as writer:
           json.dump(self.emoji	,					A__     )
        return vocab_file, emoji_file




class     __magic_name__     (							SCREAMING_SNAKE_CASE__							):





     """simple docstring"""



     def __init__(							self				:Optional[int]	,					snake_case				:List[Any]	,					snake_case				:List[str]	,					snake_case				:List[str]     ):





        '''simple docstring'''




        A_    : int								=	vocab  # same as swe
        A_    : Any								=	ids_to_tokens  # same as bpe
        A_    : Optional[int]								=	emoji
        A_    : str								=	np.max([len(A__     ) for w in self.vocab.keys()]     )
        A_    : List[str]								=	re.compile(R"(https?|ftp)(:\/\/[-_\.!~*\'()a-zA-Z0-9;\/?:\@&=\+$,%#]+)"     )
        A_    : Any								=	re.compile(R"[A-Za-z0-9\._+]*@[\-_0-9A-Za-z]+(\.[A-Za-z]+)*"     )
        A_    : Tuple								=	re.compile(R"[\(]{0,1}[0-9]{2,4}[\)\-\(]{0,1}[0-9]{2,4}[\)\-]{0,1}[0-9]{3,4}"     )
        A_    : Any								=	re.compile(
            R"([12]\d{3}[/\-年])*(0?[1-9]|1[0-2])[/\-月]((0?[1-9]|[12][0-9]|3[01])日?)*(\d{1,2}|:|\d{1,2}時|\d{1,2}分|\(日\)|\(月\)|\(火\)|\(水\)|\(木\)|\(金\)|\(土\)|㈰|㈪|㈫|㈬|㈭|㈮|㈯)*"     )
        A_    : int								=	re.compile(
            R"(明治|大正|昭和|平成|令和|㍾|㍽|㍼|㍻|\u32ff)\d{1,2}年(0?[1-9]|1[0-2])月(0?[1-9]|[12][0-9]|3[01])日(\d{1,2}|:|\d{1,2}時|\d{1,2}分|\(日\)|\(月\)|\(火\)|\(水\)|\(木\)|\(金\)|\(土\)|㈰|㈪|㈫|㈬|㈭|㈮|㈯)*"     )
        A_    : List[Any]								=	re.compile(
            R"((0|[1-9]\d*|[1-9]\d{0,2}(,\d{3})+)*億)*((0|[1-9]\d*|[1-9]\d{0,2}(,\d{3})+)*万)*((0|[1-9]\d*|[1-9]\d{0,2}(,\d{3})+)*千)*(0|[1-9]\d*|[1-9]\d{0,2}(,\d{3})+)*(千円|万円|千万円|円|千ドル|万ドル|千万ドル|ドル|千ユーロ|万ユーロ|千万ユーロ|ユーロ)+(\(税込\)|\(税抜\)|\+tax)*"     )
        A_    : Any								=	"─━│┃┄┅┆┇┈┉┊┋┌┍┎┏┐┑┒┓└┕┖┗┘┙┚┛├┝┞┟┠┡┢┣┤┥┦┧┨┩┪┫┬┭┮┯┰┱┲┳┴┵┶┷┸┹┺┻┼┽┾┿╀╁╂╃╄╅╆╇╈╉╊╋╌╍╎╏═║╒╓╔╕╖╗╘╙╚╛╜╝╞╟╠╡╢╣╤╥╦╧╨╩╪╫╬╭╮╯╰╱╲╳╴╵╶╷╸╹╺╻╼╽╾╿"
        A_    : int								=	"▀▁▂▃▄▅▆▇█▉▊▋▌▍▎▏▐░▒▓▔▕▖▗▘▙▚▛▜▝▞▟"
        A_    : Optional[int]								=	str.maketrans({k: "<BLOCK>" for k in keisen + blocks}     )



     def __len__(							self				:Union[str, Any]     ):





        '''simple docstring'''




        return len(self.ids_to_tokens     )



     def   SCREAMING_SNAKE_CASE						(							self				:Any	,					snake_case				:str     ):





        '''simple docstring'''




        A_    : List[str]								=	self.content_repattera.sub("<URL>"	,					A__     )
        A_    : Optional[int]								=	self.content_repattera.sub("<EMAIL>"	,					A__     )
        A_    : List[str]								=	self.content_repattera.sub("<TEL>"	,					A__     )
        A_    : str								=	self.content_repattera.sub("<DATE>"	,					A__     )
        A_    : Optional[int]								=	self.content_repattera.sub("<DATE>"	,					A__     )
        A_    : List[str]								=	self.content_repattera.sub("<PRICE>"	,					A__     )
        A_    : Union[str, Any]								=	content.translate(self.content_transa     )
        while "<BLOCK><BLOCK>" in content:
           A_    : Tuple								=	content.replace("<BLOCK><BLOCK>"	,					"<BLOCK>"     )
        return content



     def   SCREAMING_SNAKE_CASE						(							self				:Optional[int]	,					snake_case				:str	,					snake_case				:Union[str, Any]=False     ):





        '''simple docstring'''




        A_    : Any								=	text.replace(" "	,					"<SP>"     )
        A_    : List[str]								=	text.replace("　"	,					"<SP>"     )
        A_    : List[Any]								=	text.replace("\r\n"	,					"<BR>"     )
        A_    : List[str]								=	text.replace("\n"	,					"<BR>"     )
        A_    : Union[str, Any]								=	text.replace("\r"	,					"<BR>"     )
        A_    : Tuple								=	text.replace("\t"	,					"<TAB>"     )
        A_    : List[str]								=	text.replace("—"	,					"ー"     )
        A_    : Any								=	text.replace("−"	,					"ー"     )
        for k, v in self.emoji["emoji"].items():
           if k in text:
              A_    : Tuple								=	text.replace(A__	,					A__     )
        if clean:
           A_    : Union[str, Any]								=	self.clean_text(A__     )

        def check_simbol(snake_case				:int     ):
           A_    : Any								=	x.encode()
           if len(A__     ) == 1 and len(A__     ) == 2:
              A_    : Any								=	(int(e[0]     ) << 8) + int(e[1]     )
              if (
                  (c >= 0xc2_a1 and c <= 0xc2_bf)
                  or (c >= 0xc7_80 and c <= 0xc7_83)
                  or (c >= 0xca_b9 and c <= 0xcb_bf)
                  or (c >= 0xcc_80 and c <= 0xcd_a2)
              ):
                 return True
           return False

        def checkuae(snake_case				:Any     ):
           A_    : str								=	x.encode()
           if len(A__     ) == 1 and len(A__     ) == 3:
              A_    : Any								=	(int(e[0]     ) << 16) + (int(e[1]     ) << 8) + int(e[2]     )
              if c >= 0xe2_80_80 and c <= 0xe2_b0_7f:
                 return True
           return False

        A_    : Tuple								=	0
        A_    : int								=	[]
        while pos < len(A__     ):
           A_    : Any								=	min(len(A__     )	,					pos + self.maxlen + 1     ) if text[pos] == "<" else pos + 3
           A_    : Union[str, Any]								=	[]  # (token_id, token, pos)
           for e in range(A__	,					A__	,					-1     ):
              A_    : Dict								=	text[pos:e]
              if wd in self.vocab:
                 if wd[0] == "<" and len(A__     ) > 2:
                    A_    : str								=	[(self.vocab[wd], wd, e)]
                    break
                 else:
                    candidates.append((self.vocab[wd], wd, e)     )
           if len(A__     ) > 0:
              # the smallest token_id is adopted
              A_					,  A_					,  A_    : List[Any]								=	sorted(A__	,					key=lambda snake_case     : x[0]     )[0]
              result.append(A__     )
              A_    : Union[str, Any]								=	e
           else:
              A_    : Any								=	pos + 1
              A_    : Optional[Any]								=	text[pos:end]
              if check_simbol(A__     ):
                 result.append("<KIGOU>"     )
              elif checkuae(A__     ):
                 result.append("<U2000U2BFF>"     )
              else:
                 for i in wd.encode("utf-8"     ):
                    result.append("<|byte%d|>" % i     )
              A_    : Optional[int]								=	end
        return result





     def   SCREAMING_SNAKE_CASE						(							self				:str	,					snake_case				:List[str]	,					snake_case				:int="\n"     ):





        '''simple docstring'''




        A_    : List[str]								=	[]
        A_    : str								=	[]
        A_    : Union[str, Any]								=	self.ids_to_tokens[index][0]
        if word[:6] == "<|byte" and word[-2:] == "|>":
           byte_tokens.append(int(word[6:-2]     )     )
        else:
           if len(A__     ) > 0:
              words.append(bytearray(A__     ).decode("utf-8"	,					errors="replace"     )     )
              A_    : int								=	[]
           if word[:7] == "<|emoji" and word[-2:] == "|>":
              words.append(self.emoji["emoji_inv"][word]     )
           elif word == "<SP>":
              words.append(" "     )
           elif word == "<BR>":
              words.append(A__     )
           elif word == "<TAB>":
              words.append("\t"     )
           elif word == "<BLOCK>":
              words.append("▀"     )
           elif word == "<KIGOU>":
              words.append("ǀ"     )
           elif word == "<U2000U2BFF>":
              words.append("‖"     )
           else:
              words.append(A__     )
        if len(A__     ) > 0:
           words.append(bytearray(A__     ).decode("utf-8"	,					errors="replace"     )     )
        A_    : int								=	"".join(A__     )
        return text


import random

from .binary_exp_mod import bin_exp_mod



def        UpperCamelCase    (							lowerCAmelCase__ ,			lowerCAmelCase__=1000		):
					'''simple docstring'''
					if n < 2:
										return False

					if n % 2 == 0:
										return n == 2

					# this means n is odd
					lowercase							=						n - 1
					lowercase							=						0
					while d % 2 == 0:
										d /= 2
										exp += 1

					# n - 1=d*(2**exp)
					lowercase							=						0
					while count < prec:
										lowercase							=						random.randint(2 ,			n - 1		)
										lowercase							=						bin_exp_mod(lowerCAmelCase__ ,			lowerCAmelCase__ ,			lowerCAmelCase__		)
										if b != 1:
															lowercase							=						True
															for _ in range(lowerCAmelCase__		):
																				if b == n - 1:
																									lowercase							=						False
																									break
																				lowercase							=						b * b
																				b %= n
															if flag:
																				return False
															count += 1
					return True


if __name__ == "__main__":
							lowercase__		:Tuple   =    abs(int(input("Enter bound : ").strip()))
							print("Here's the list of primes:")
							print(", ".join(str(i) for i in range(n + 1) if is_prime_big(i)))




