


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


SCREAMING_SNAKE_CASE__     					=			logging.get_logger(__name__)

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

SCREAMING_SNAKE_CASE__     					=			{
    "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",
    },
}

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


def     lowercase	(    a     , a ):



		'''simple docstring'''




		with open(A__     , "r"     , encoding="utf-8" ) as f:
				SCREAMING_SNAKE_CASE_				:List[str]				     =						json.loads(f.read() )

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

		return vocab, raw_vocab, ids_to_tokens, emoji



class 						_UpperCAmelCase      (     _SCREAMING_SNAKE_CASE							):
		lowerCamelCase_	:			List[Any]       			=  VOCAB_FILES_NAMES
		lowerCamelCase_	:			List[str]       			=  PRETRAINED_VOCAB_FILES_MAP
		lowerCamelCase_	:			int       			=  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
		lowerCamelCase_	:			Union[str, Any]       			=  ["""input_ids""", """attention_mask"""]






		def __init__(						self				:     List[str]   ,  UpperCAmelCase				:     Any   ,  UpperCAmelCase				:     Optional[Any]   ,  UpperCAmelCase				:     Optional[Any]="<|endoftext|>"   ,  UpperCAmelCase				:     List[Any]="<|endoftext|>"   ,  UpperCAmelCase				:     int="<|startoftext|>"   ,  UpperCAmelCase				:     int="<|endoftext|>"   ,  UpperCAmelCase				:     int=False   ,  **UpperCAmelCase				:     Union[str, Any]   ,  ):
				super().__init__(
				    unk_token=UpperCAmelCase   ,  pad_token=UpperCAmelCase   ,  bos_token=UpperCAmelCase   ,  eos_token=UpperCAmelCase   ,  do_clean_text=UpperCAmelCase   ,  **UpperCAmelCase   ,  )
				if not os.path.isfile(UpperCAmelCase):
						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(UpperCAmelCase):
						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)`")
				SCREAMING_SNAKE_CASE_				:str				     =						do_clean_text
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						load_vocab_and_emoji(UpperCAmelCase   ,  UpperCAmelCase)
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						SubWordJapaneseTokenizer(
				    vocab=self.vocab   ,  ids_to_tokens=self.ids_to_tokens   ,  emoji=self.emoji)






		@property
		def _snake_case		(						self				:     Optional[Any]):
				# self.vocab contains support for character fluctuation unique to Japanese, and has a large number of vocab
				return len(self.raw_vocab)






		def _snake_case		(						self				:     str):
				return dict(self.raw_vocab   ,  **self.added_tokens_encoder)






		def _snake_case		(						self				:     Optional[Any]   ,  UpperCAmelCase				:     List[Any]):
				return self.subword_tokenizer.tokenize(UpperCAmelCase   ,  clean=self.do_clean_text)






		def _snake_case		(						self				:     str   ,  UpperCAmelCase				:     str):
				return self.vocab.get(UpperCAmelCase   ,  self.vocab.get(self.unk_token))






		def _snake_case		(						self				:     int   ,  UpperCAmelCase				:     Optional[int]):
				return self.subword_tokenizer.convert_id_to_token(UpperCAmelCase)






		def _snake_case		(						self				:     Tuple   ,  UpperCAmelCase				:     Any):
				SCREAMING_SNAKE_CASE_				:Any				     =						"""""".join(UpperCAmelCase).strip()
				return out_string






		def _snake_case		(						self				:     str   ,  UpperCAmelCase				:     "Conversation"):
				SCREAMING_SNAKE_CASE_				:Dict				     =						[]
				for is_user, text in conversation.iter_texts():
						input_ids.extend(self.encode(UpperCAmelCase   ,  add_special_tokens=UpperCAmelCase) + [self.eos_token_id])

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







		def _snake_case		(						self				:     List[Any]   ,  UpperCAmelCase				:     str   ,  UpperCAmelCase				:     Optional[str] = None):
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						0
				if os.path.isdir(UpperCAmelCase):
						SCREAMING_SNAKE_CASE_				:Dict				     =						os.path.join(
						    UpperCAmelCase   ,  (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"])
						SCREAMING_SNAKE_CASE_				:Tuple				     =						os.path.join(
						    UpperCAmelCase   ,  (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["emoji_file"])
				else:
						SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						(
						    (filename_prefix + """-""" if filename_prefix else """""") + save_directory + VOCAB_FILES_NAMES["""vocab_file"""]
						)
						SCREAMING_SNAKE_CASE_				:Tuple				     =						(
						    (filename_prefix + """-""" if filename_prefix else """""") + save_directory + VOCAB_FILES_NAMES["""emoji_file"""]
						)
				with open(UpperCAmelCase   ,  "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!")
										SCREAMING_SNAKE_CASE_				:str				     =						token_index
								writer.write(",".join(UpperCAmelCase) + "\n")
								index += 1
				with open(UpperCAmelCase   ,  "w"   ,  encoding="utf-8") as writer:
						json.dump(self.emoji   ,  UpperCAmelCase)
				return vocab_file, emoji_file




class 						_UpperCAmelCase      (     _SCREAMING_SNAKE_CASE							):






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






		def __len__(						self				:     Optional[int]):
				return len(self.ids_to_tokens)






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






		def _snake_case		(						self				:     Optional[int]   ,  UpperCAmelCase				:     Optional[int]   ,  UpperCAmelCase				:     Union[str, Any]=False):
				SCREAMING_SNAKE_CASE_				:str				     =						text.replace(" "   ,  "<SP>")
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						text.replace("　"   ,  "<SP>")
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						text.replace("\r\n"   ,  "<BR>")
				SCREAMING_SNAKE_CASE_				:List[str]				     =						text.replace("\n"   ,  "<BR>")
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						text.replace("\r"   ,  "<BR>")
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						text.replace("\t"   ,  "<TAB>")
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						text.replace("—"   ,  "ー")
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						text.replace("−"   ,  "ー")
				for k, v in self.emoji["emoji"].items():
						if k in text:
								SCREAMING_SNAKE_CASE_				:Optional[int]				     =						text.replace(UpperCAmelCase   ,  UpperCAmelCase)
				if clean:
						SCREAMING_SNAKE_CASE_				:Dict				     =						self.clean_text(UpperCAmelCase)

				def check_simbol(UpperCAmelCase				:     int):
						SCREAMING_SNAKE_CASE_				:Dict				     =						x.encode()
						if len(UpperCAmelCase) == 1 and len(UpperCAmelCase) == 2:
								SCREAMING_SNAKE_CASE_				:int				     =						(int(e[0]) << 8) + int(e[1])
								if (
								    (c >= 0xC2A1 and c <= 0xC2BF)
								    or (c >= 0xC780 and c <= 0xC783)
								    or (c >= 0xCAB9 and c <= 0xCBBF)
								    or (c >= 0xCC80 and c <= 0xCDA2)
								):
										return True
						return False

				def checkuae(UpperCAmelCase				:     Dict):
						SCREAMING_SNAKE_CASE_				:Tuple				     =						x.encode()
						if len(UpperCAmelCase) == 1 and len(UpperCAmelCase) == 3:
								SCREAMING_SNAKE_CASE_				:int				     =						(int(e[0]) << 16) + (int(e[1]) << 8) + int(e[2])
								if c >= 0xE2_8080 and c <= 0xE2_B07F:
										return True
						return False

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







		def _snake_case		(						self				:     List[str]   ,  UpperCAmelCase				:     Optional[Any]   ,  UpperCAmelCase				:     Dict="\n"):
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						[]
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						[]
				SCREAMING_SNAKE_CASE_				: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(UpperCAmelCase) > 0:
								words.append(bytearray(UpperCAmelCase).decode("utf-8"   ,  errors="replace"))
								SCREAMING_SNAKE_CASE_				:str				     =						[]
						if word[:7] == "<|emoji" and word[-2:] == "|>":
								words.append(self.emoji["emoji_inv"][word])
						elif word == "<SP>":
								words.append(" ")
						elif word == "<BR>":
								words.append(UpperCAmelCase)
						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(UpperCAmelCase)
				if len(UpperCAmelCase) > 0:
						words.append(bytearray(UpperCAmelCase).decode("utf-8"   ,  errors="replace"))
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						"""""".join(UpperCAmelCase)
				return text










'''simple docstring'''






from maths.is_square_free import is_square_free
from maths.prime_factors import prime_factors







def 							UpperCamelCase_     (       A__   :  int   ):
  '''simple docstring'''





  lowerCAmelCase_     : Any     =  prime_factors(A__   )
  if is_square_free(A__   ):
    return -1 if len(A__   ) % 2 else 1
  return 0


if __name__ == "__main__":
  import doctest

  doctest.testmod()



