



'''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


lowerCAmelCase: Optional[Any]							=						logging.get_logger(__name__)

lowerCAmelCase: List[Any]							=						{'''vocab_file''': '''vocab.txt''', '''emoji_file''': '''emoji.json'''}

lowerCAmelCase: Any							=						{
    '''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: Union[str, Any]							=						{
    '''abeja/gpt-neox-japanese-2.7b''': 2_0_4_8,
}
def 				lowerCamelCase__	(						_A			,      _A    ):






  with open(_lowercase			,      'r'			,      encoding='utf-8'    ) as f:
    a						: List[Any]					       =					json.loads(f.read()    )

  a						: List[str]					       =					collections.OrderedDict()
  a						: str					       =					collections.OrderedDict()
  a						: Tuple					       =					collections.OrderedDict()
  with open(_lowercase			,      'r'			,      encoding='utf-8'    ) as f:
    a						: List[Any]					       =					f.readlines()
  a						: Tuple					       =					[[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						: Optional[int]					       =					b
    a						: Dict					       =					idx
    for wd in b:
      a						: Tuple					       =					idx

  return vocab, raw_vocab, ids_to_tokens, emoji

class 							a__( a__     ):
    lowercase__			=   VOCAB_FILES_NAMES
    lowercase__			=   PRETRAINED_VOCAB_FILES_MAP
    lowercase__			=   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
    lowercase__			=   ["""input_ids""", """attention_mask"""]







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







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







    def       lowercase_	(				self			:  Tuple     ):
      return dict(self.raw_vocab						,      **self.added_tokens_encoder     )







    def       lowercase_	(				self			:  Any						,      __snake_case			:  str     ):
      return self.subword_tokenizer.tokenize(lowerCAmelCase__						,      clean=self.do_clean_text     )







    def       lowercase_	(				self			:  int						,      __snake_case			:  Optional[Any]     ):
      return self.vocab.get(lowerCAmelCase__						,      self.vocab.get(self.unk_token     )     )







    def       lowercase_	(				self			:  str						,      __snake_case			:  Optional[int]     ):
      return self.subword_tokenizer.convert_id_to_token(lowerCAmelCase__     )







    def       lowercase_	(				self			:  Optional[Any]						,      __snake_case			:  Optional[int]     ):
      a						: Optional[int]					       =					"".join(lowerCAmelCase__     ).strip()
      return out_string







    def       lowercase_	(				self			:  Tuple						,      __snake_case			:  Any     ):
      a						: int					       =					[]
      for is_user, text in conversation.iter_texts():
        input_ids.extend(self.encode(lowerCAmelCase__						,      add_special_tokens=lowerCAmelCase__     ) + [self.eos_token_id]     )

      if len(lowerCAmelCase__     ) > self.model_max_length:
        a						: str					       =					input_ids[-self.model_max_length :]
      return input_ids







    def       lowercase_	(				self			:  str						,      __snake_case			:  int						,      __snake_case			:  Any = None     ):
      a						: List[Any]					       =					0
      if os.path.isdir(lowerCAmelCase__     ):
        a						: Optional[int]					       =					os.path.join(
            lowerCAmelCase__						,      (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']     )
        a						: Any					       =					os.path.join(
            lowerCAmelCase__						,      (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['emoji_file']     )
      else:
        a						: Any					       =					(
            (filename_prefix + "-" if filename_prefix else "") + save_directory + VOCAB_FILES_NAMES["vocab_file"]
        )
        a						: int					       =					(
            (filename_prefix + "-" if filename_prefix else "") + save_directory + VOCAB_FILES_NAMES["emoji_file"]
        )
      with open(lowerCAmelCase__						,      '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(lowerCAmelCase__     ) + '\n'     )
          index += 1
      with open(lowerCAmelCase__						,      'w'						,      encoding='utf-8'     ) as writer:
        json.dump(self.emoji						,      lowerCAmelCase__     )
      return vocab_file, emoji_file

class 							a__( a__     ):







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







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







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







    def       lowercase_	(				self			:  List[str]						,      __snake_case			:  List[str]						,      __snake_case			:  Tuple=False     ):
      a						: Optional[int]					       =					text.replace(' '						,      '<SP>'     )
      a						: Any					       =					text.replace('　'						,      '<SP>'     )
      a						: Tuple					       =					text.replace('\r\n'						,      '<BR>'     )
      a						: Optional[Any]					       =					text.replace('\n'						,      '<BR>'     )
      a						: str					       =					text.replace('\r'						,      '<BR>'     )
      a						: Optional[int]					       =					text.replace('\t'						,      '<TAB>'     )
      a						: str					       =					text.replace('—'						,      'ー'     )
      a						: Optional[Any]					       =					text.replace('−'						,      'ー'     )
      for k, v in self.emoji["emoji"].items():
        if k in text:
          a						: Any					       =					text.replace(lowerCAmelCase__						,      lowerCAmelCase__     )
      if clean:
        a						: Optional[Any]					       =					self.clean_text(lowerCAmelCase__     )

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







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




'''simple docstring'''






lowerCAmelCase: Union[str, Any]							=						{
    'meter': 'm',
    'kilometer': 'km',
    'megametre': 'Mm',
    'gigametre': 'Gm',
    'terametre': 'Tm',
    'petametre': 'Pm',
    'exametre': 'Em',
    'zettametre': 'Zm',
    'yottametre': 'Ym',
}
# Exponent of the factor(meter)
lowerCAmelCase: Optional[Any]							=						{
    'm': 0,
    'km': 3,
    'Mm': 6,
    'Gm': 9,
    'Tm': 1_2,
    'Pm': 1_5,
    'Em': 1_8,
    'Zm': 2_1,
    'Ym': 2_4,
}
def 				lowerCamelCase__	(						_A			,      _A			,      _A    ):
  a						: Optional[int]					       =					from_type.lower().strip('s'    )
  a						: Optional[Any]					       =					to_type.lower().strip('s'    )

  a						: Dict					       =					UNIT_SYMBOL.get(_A			,      _A    )
  a						: Optional[Any]					       =					UNIT_SYMBOL.get(_A			,      _A    )

  if from_sanitized not in METRIC_CONVERSION:
    a						: Optional[Any]					       =					(
        f"""Invalid 'from_type' value: {from_type!r}.\n"""
        f"""Conversion abbreviations are: {", ".join(_A    )}"""
    )
    raise ValueError(_A    )
  if to_sanitized not in METRIC_CONVERSION:
    a						: Union[str, Any]					       =					(
        f"""Invalid 'to_type' value: {to_type!r}.\n"""
        f"""Conversion abbreviations are: {", ".join(_A    )}"""
    )
    raise ValueError(_A    )
  a						: List[Any]					       =					METRIC_CONVERSION[from_sanitized]
  a						: int					       =					METRIC_CONVERSION[to_sanitized]
  a						: Tuple					       =					1

  if from_exponent > to_exponent:
    a						: Optional[int]					       =					from_exponent - to_exponent
  else:
    a						: Optional[Any]					       =					-(to_exponent - from_exponent)

  return value * pow(10			,      _A    )


if __name__ == "__main__":
     from doctest import testmod

     testmod()