

'''simple docstring'''





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


__snake_case	: Optional[int]       				=							logging.get_logger(__name__)

__snake_case	: List[str]       				=							{"vocab_file": "vocab.txt", "emoji_file": "emoji.json"}

__snake_case	: int       				=							{
    "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",
    },
}

__snake_case	: str       				=							{
    "abeja/gpt-neox-japanese-2.7b": 2048,
}



def 					_lowercase						(   lowerCamelCase__			:		Tuple,		lowerCamelCase__			:		Optional[Any]							):
				with open(lowercase__,		"r",		encoding="utf-8"							) as f:
								_a        =   json.loads(f.read()							)

				_a        =   collections.OrderedDict()
				_a        =   collections.OrderedDict()
				_a        =   collections.OrderedDict()
				with open(lowercase__,		"r",		encoding="utf-8"							) as f:
								_a        =   f.readlines()
				_a        =   [[t.rstrip("\n"							)] if (t == ',' or ',' not in t) else t.rstrip("\n"							).split(","							) for t in token]
				for idx, b in enumerate(lowercase__							):
								_a        =   b
								_a        =   idx
								for wd in b:
												_a        =   idx

				return vocab, raw_vocab, ids_to_tokens, emoji
class        A  (	a ):
						__UpperCAmelCase				:	Union[str, Any]   =   VOCAB_FILES_NAMES
						__UpperCAmelCase				:	List[str]   =   PRETRAINED_VOCAB_FILES_MAP
						__UpperCAmelCase				:	List[Any]   =   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
						__UpperCAmelCase				:	List[str]   =   ["""input_ids""", """attention_mask"""]





						def __init__(	self	,    snake_case_	,    snake_case_	,    snake_case_="<|endoftext|>"	,    snake_case_="<|endoftext|>"	,    snake_case_="<|startoftext|>"	,    snake_case_="<|endoftext|>"	,    snake_case_=False	,    **snake_case_	,    )			->							Optional[Any]:
										super().__init__(
										    unk_token=snake_case_	,    pad_token=snake_case_	,    bos_token=snake_case_	,    eos_token=snake_case_	,    do_clean_text=snake_case_	,    **snake_case_	,    )
										if not os.path.isfile(snake_case_			):
														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(snake_case_			):
														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        =   do_clean_text
										_a        =   load_vocab_and_emoji(snake_case_	,    snake_case_			)
										_a        =   SubWordJapaneseTokenizer(
										    vocab=self.vocab	,    ids_to_tokens=self.ids_to_tokens	,    emoji=self.emoji			)





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





						def __lowerCAmelCase   (	self			)			->							Dict:
										return dict(self.raw_vocab	,    **self.added_tokens_encoder			)





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Dict:
										return self.subword_tokenizer.tokenize(snake_case_	,    clean=self.do_clean_text			)





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Any:
										return self.vocab.get(snake_case_	,    self.vocab.get(self.unk_token			)			)





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Optional[Any]:
										return self.subword_tokenizer.convert_id_to_token(snake_case_			)





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Tuple:
										_a        =   ''.join(snake_case_			).strip()
										return out_string





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Tuple:
										_a        =   []
										for is_user, text in conversation.iter_texts():
														input_ids.extend(self.encode(snake_case_	,    add_special_tokens=snake_case_			) + [self.eos_token_id]			)

										if len(snake_case_			) > self.model_max_length:
														_a        =   input_ids[-self.model_max_length :]
										return input_ids





						def __lowerCAmelCase   (	self	,    snake_case_	,    snake_case_ = None			)			->							Any:
										_a        =   0
										if os.path.isdir(snake_case_			):
														_a        =   os.path.join(
														    snake_case_	,    (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]			)
														_a        =   os.path.join(
														    snake_case_	,    (filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["emoji_file"]			)
										else:
														_a        =   (
														    (filename_prefix + '-' if filename_prefix else '') + save_directory + VOCAB_FILES_NAMES['vocab_file']
														)
														_a        =   (
														    (filename_prefix + '-' if filename_prefix else '') + save_directory + VOCAB_FILES_NAMES['emoji_file']
														)
										with open(snake_case_	,    "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        =   token_index
																		writer.write(",".join(snake_case_			) + "\n"			)
																		index += 1
										with open(snake_case_	,    "w"	,    encoding="utf-8"			) as writer:
														json.dump(self.emoji	,    snake_case_			)
										return vocab_file, emoji_file



class        A  (	a ):





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





						def __len__(	self			)			->							str:
										return len(self.ids_to_tokens			)





						def __lowerCAmelCase   (	self	,    snake_case_			)			->							Optional[Any]:
										_a        =   self.content_repattera.sub("<URL>"	,    snake_case_			)
										_a        =   self.content_repattera.sub("<EMAIL>"	,    snake_case_			)
										_a        =   self.content_repattera.sub("<TEL>"	,    snake_case_			)
										_a        =   self.content_repattera.sub("<DATE>"	,    snake_case_			)
										_a        =   self.content_repattera.sub("<DATE>"	,    snake_case_			)
										_a        =   self.content_repattera.sub("<PRICE>"	,    snake_case_			)
										_a        =   content.translate(self.content_transa			)
										while "<BLOCK><BLOCK>" in content:
														_a        =   content.replace("<BLOCK><BLOCK>"	,    "<BLOCK>"			)
										return content





						def __lowerCAmelCase   (	self	,    snake_case_	,    snake_case_=False			)			->							Dict:
										_a        =   text.replace(" "	,    "<SP>"			)
										_a        =   text.replace("　"	,    "<SP>"			)
										_a        =   text.replace("\r\n"	,    "<BR>"			)
										_a        =   text.replace("\n"	,    "<BR>"			)
										_a        =   text.replace("\r"	,    "<BR>"			)
										_a        =   text.replace("\t"	,    "<TAB>"			)
										_a        =   text.replace("—"	,    "ー"			)
										_a        =   text.replace("−"	,    "ー"			)
										for k, v in self.emoji["emoji"].items():
														if k in text:
																		_a        =   text.replace(snake_case_	,    snake_case_			)
										if clean:
														_a        =   self.clean_text(snake_case_			)

										def check_simbol(snake_case_			):
														_a        =   x.encode()
														if len(snake_case_			) == 1 and len(snake_case_			) == 2:
																		_a        =   (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_			):
														_a        =   x.encode()
														if len(snake_case_			) == 1 and len(snake_case_			) == 3:
																		_a        =   (int(e[0]			) << 1_6) + (int(e[1]			) << 8) + int(e[2]			)
																		if c >= 0Xe2_80_80 and c <= 0Xe2_b0_7f:
																						return True
														return False

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





						def __lowerCAmelCase   (	self	,    snake_case_	,    snake_case_="\n"			)			->							Optional[int]:
										_a        =   []
										_a        =   []
										_a        =   self.ids_to_tokens[index][0]
										if word[:6] == "<|byte" and word[-2:] == "|>":
														byte_tokens.append(int(word[6:-2]			)			)
										else:
														if len(snake_case_			) > 0:
																		words.append(bytearray(snake_case_			).decode("utf-8"	,    errors="replace"			)			)
																		_a        =   []
														if word[:7] == "<|emoji" and word[-2:] == "|>":
																		words.append(self.emoji["emoji_inv"][word]			)
														elif word == "<SP>":
																		words.append(" "			)
														elif word == "<BR>":
																		words.append(snake_case_			)
														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(snake_case_			)
										if len(snake_case_			) > 0:
														words.append(bytearray(snake_case_			).decode("utf-8"	,    errors="replace"			)			)
										_a        =   ''.join(snake_case_			)
										return text











"""simple docstring"""






from __future__ import annotations

from fractions import Fraction
from math import gcd, sqrt







def 	_snake_case     (							lowercase__						):
				_lowerCamelCase	:     int       =       int(number**0.5						)
				return number == sq * sq







def 	_snake_case     (							lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__						):
				_lowerCamelCase	:     int       =       x_num * y_den * z_den + y_num * x_den * z_den + z_num * x_den * y_den
				_lowerCamelCase	:     int       =       x_den * y_den * z_den
				_lowerCamelCase	:     int       =       gcd(lowercase__				,       lowercase__						)
				top //= hcf
				bottom //= hcf
				return top, bottom







def 	_snake_case     (							lowercase__ = 35						):
				_lowerCamelCase	:     set       =       set()
				_lowerCamelCase	:     int
				_lowerCamelCase	:     Fraction       =       Fraction(0						)
				_lowerCamelCase	:     tuple[int, int]

				for x_num in range(1				,       order + 1						):
								for x_den in range(x_num + 1				,       order + 1						):
												for y_num in range(1				,       order + 1						):
																for y_den in range(y_num + 1				,       order + 1						):
																				# n=1
																				_lowerCamelCase	:     int       =       x_num * y_den + x_den * y_num
																				_lowerCamelCase	:     List[Any]       =       x_den * y_den
																				_lowerCamelCase	:     int       =       gcd(lowercase__				,       lowercase__						)
																				z_num //= hcf
																				z_den //= hcf
																				if 0 < z_num < z_den <= order:
																								_lowerCamelCase	:     Optional[Any]       =       add_three(
																								    lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__						)
																								unique_s.add(lowercase__						)

																				# n=2
																				_lowerCamelCase	:     Tuple       =       (
																				    x_num * x_num * y_den * y_den + x_den * x_den * y_num * y_num
																				)
																				_lowerCamelCase	:     Dict       =       x_den * x_den * y_den * y_den
																				if is_sq(lowercase__						) and is_sq(lowercase__						):
																								_lowerCamelCase	:     Dict       =       int(sqrt(lowercase__						)						)
																								_lowerCamelCase	:     Optional[Any]       =       int(sqrt(lowercase__						)						)
																								_lowerCamelCase	:     List[Any]       =       gcd(lowercase__				,       lowercase__						)
																								z_num //= hcf
																								z_den //= hcf
																								if 0 < z_num < z_den <= order:
																												_lowerCamelCase	:     Union[str, Any]       =       add_three(
																												    lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__						)
																												unique_s.add(lowercase__						)

                    # n=-1
																				_lowerCamelCase	:     List[str]       =       x_num * y_num
																				_lowerCamelCase	:     int       =       x_den * y_num + x_num * y_den
																				_lowerCamelCase	:     Dict       =       gcd(lowercase__				,       lowercase__						)
																				z_num //= hcf
																				z_den //= hcf
																				if 0 < z_num < z_den <= order:
																								_lowerCamelCase	:     List[str]       =       add_three(
																								    lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__						)
																								unique_s.add(lowercase__						)

																				# n=2
																				_lowerCamelCase	:     Tuple       =       x_num * x_num * y_num * y_num
																				_lowerCamelCase	:     List[str]       =       (
																				    x_den * x_den * y_num * y_num + x_num * x_num * y_den * y_den
																				)
																				if is_sq(lowercase__						) and is_sq(lowercase__						):
																								_lowerCamelCase	:     Optional[int]       =       int(sqrt(lowercase__						)						)
																								_lowerCamelCase	:     Optional[int]       =       int(sqrt(lowercase__						)						)
																								_lowerCamelCase	:     Dict       =       gcd(lowercase__				,       lowercase__						)
																								z_num //= hcf
																								z_den //= hcf
																								if 0 < z_num < z_den <= order:
																												_lowerCamelCase	:     int       =       add_three(
																												    lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__				,       lowercase__						)
																												unique_s.add(lowercase__						)

				for num, den in unique_s:
								total += Fraction(lowercase__				,       lowercase__						)

				return total.denominator + total.numerator


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