code: 
  '''simple docstring'''
  
  
  
  
  
  import os
  from shutil import copyfile
  from typing import List, Optional, Tuple
  
  from ...tokenization_utils_fast import AddedToken, PreTrainedTokenizerFast
  from ...utils import logging
  
  
  __lowerCAmelCase				      =					logging.get_logger(__name__)
  
  __lowerCAmelCase				      =					{'vocab_file': 'spiece.model', 'tokenizer_file': 'tokenizer.json'}
  
  __lowerCAmelCase				      =					{
      'vocab_file': {
          'TsinghuaAI/CPM-Generate': 'https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/spiece.model',
      },
      'tokenizer_file': {
          'TsinghuaAI/CPM-Generate': 'https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/tokenizer.json',
      },
  }
  
  
  
  
  
  class 						lowerCamelCase			(					__lowerCamelCase				):
  
  
  
  
  
  
  
  	def __init__(    self			:Any      ,    lowercase			:List[Any]=None      ,    lowercase			:Optional[Any]=None      ,    lowercase			:Optional[int]=False      ,    lowercase			:List[str]=True      ,    lowercase			:Any=False      ,    lowercase			:str="<s>"      ,    lowercase			:Tuple="</s>"      ,    lowercase			:Optional[int]="<unk>"      ,    lowercase			:Any="<sep>"      ,    lowercase			:Dict="<pad>"      ,    lowercase			:Tuple="<cls>"      ,    lowercase			:str="<mask>"      ,    lowercase			:int=["<eop>", "<eod>"]      ,    **lowercase			:Dict      ,    )		->			Optional[Any]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   AddedToken(lowercase      ,    lstrip=lowercase      ,    rstrip=lowercase ) if isinstance(lowercase      ,    lowercase ) else mask_token
  
  				super().__init__(
  				    vocab_file=lowercase      ,    tokenizer_file=lowercase      ,    do_lower_case=lowercase      ,    remove_space=lowercase      ,    keep_accents=lowercase      ,    bos_token=lowercase      ,    eos_token=lowercase      ,    unk_token=lowercase      ,    sep_token=lowercase      ,    pad_token=lowercase      ,    cls_token=lowercase      ,    mask_token=lowercase      ,    additional_special_tokens=lowercase      ,    **lowercase      ,    )
  
  				SCREAMING_SNAKE_CASE    	=   3
  				SCREAMING_SNAKE_CASE    	=   do_lower_case
  				SCREAMING_SNAKE_CASE    	=   remove_space
  				SCREAMING_SNAKE_CASE    	=   keep_accents
  				SCREAMING_SNAKE_CASE    	=   vocab_file
  				SCREAMING_SNAKE_CASE    	=   False if not self.vocab_file else True
  
  				try:
  							import jieba
  				except ModuleNotFoundError as error:
  							raise error.__class__(
  							    '''You need to install jieba to use CpmTokenizer or CpmTokenizerFast. '''
  							    '''See https://pypi.org/project/jieba/ for installation.''' )
  				SCREAMING_SNAKE_CASE    	=   jieba
  				SCREAMING_SNAKE_CASE    	=   str.maketrans(''' \n'''      ,    '''\u2582\u2583''' )
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Union[str, Any]      ,    lowercase			:List[int]      ,    lowercase			:Optional[List[int]] = None )		->			List[int]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   [self.sep_token_id]
  				SCREAMING_SNAKE_CASE    	=   [self.cls_token_id]
  				if token_ids_a is None:
  							return token_ids_a + sep + cls
  				return token_ids_a + sep + token_ids_a + sep + cls
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:int      ,    lowercase			:List[int]      ,    lowercase			:Optional[List[int]] = None )		->			List[int]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   [self.sep_token_id]
  				SCREAMING_SNAKE_CASE    	=   [2]
  
  				if token_ids_a is None:
  							return len(token_ids_a + sep ) * [0] + cls_segment_id
  				return len(token_ids_a + sep ) * [0] + len(token_ids_a + sep ) * [1] + cls_segment_id
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:List[str]      ,    lowercase			:str      ,    lowercase			:Optional[str] = None )		->			Tuple[str]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				if not self.can_save_slow_tokenizer:
  							raise ValueError(
  							    '''Your fast tokenizer does not have the necessary information to save the vocabulary for a slow '''
  							    '''tokenizer.''' )
  
  				if not os.path.isdir(lowercase ):
  							logger.error(f"""Vocabulary path ({save_directory}) should be a directory""" )
  							return
  				SCREAMING_SNAKE_CASE    	=   os.path.join(
  				    lowercase      ,    (filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file'''] )
  
  				if os.path.abspath(self.vocab_file ) != os.path.abspath(lowercase ):
  							copyfile(self.vocab_file      ,    lowercase )
  
  				return (out_vocab_file,)
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Dict      ,    lowercase			:int      ,    *lowercase			:Any      ,    **lowercase			:int )		->			Dict:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   [
  				    ''' '''.join([x.translate(self.translator ) for x in self.jieba.cut(lowercase      ,    cut_all=lowercase )] )
  				    for text in batch_text_or_text_pairs
  				]
  				return super()._batch_encode_plus(lowercase      ,    *lowercase      ,    **lowercase )
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:List[Any]      ,    *lowercase			:Optional[Any]      ,    **lowercase			:Optional[int] )		->			str:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   super()._decode(*lowercase      ,    **lowercase )
  				SCREAMING_SNAKE_CASE    	=   text.replace(''' '''      ,    '''''' ).replace('''\u2582'''      ,    ''' ''' ).replace('''\u2583'''      ,    '''\n''' )
  				return text
style_context: 
  import json
  import os
  import unittest
  
  from transformers.models.gpt_neox_japanese.tokenization_gpt_neox_japanese import (
      VOCAB_FILES_NAMES,
      GPTNeoXJapaneseTokenizer,
  )
  from transformers.testing_utils import require_tokenizers, slow
  
  from ...test_tokenization_common import TokenizerTesterMixin
  
  
  
  
  
  @require_tokenizers
  class 						lowerCamelCase			(					__lowerCamelCase   ,		unittest.TestCase				):
  	UpperCamelCase_     :				List[str]								=  GPTNeoXJapaneseTokenizer
  	UpperCamelCase_     :				List[Any]								=  False
  	UpperCamelCase_     :				int								=  {'do_clean_text': False, 'add_prefix_space': False}
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Optional[int] )		->			Union[str, Any]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				super().setUp()
  
  				SCREAMING_SNAKE_CASE    	=   [
  				    '''こん''',
  				    '''こんに''',
  				    '''にちは''',
  				    '''ばんは''',
  				    '''世界,㔺界''',
  				    '''、''',
  				    '''。''',
  				    '''<BR>''',
  				    '''<SP>''',
  				    '''<TAB>''',
  				    '''<URL>''',
  				    '''<EMAIL>''',
  				    '''<TEL>''',
  				    '''<DATE>''',
  				    '''<PRICE>''',
  				    '''<BLOCK>''',
  				    '''<KIGOU>''',
  				    '''<U2000U2BFF>''',
  				    '''<|emoji1|>''',
  				    '''<unk>''',
  				    '''<|startoftext|>''',
  				    '''<|endoftext|>''',
  				]
  				SCREAMING_SNAKE_CASE    	=   {'''emoji''': {'''\ud83d\ude00''': '''<|emoji1|>'''}, '''emoji_inv''': {'''<|emoji1|>''': '''\ud83d\ude00'''}}  # 😀
  				SCREAMING_SNAKE_CASE    	=   {'''unk_token''': '''<unk>'''}
  
  				SCREAMING_SNAKE_CASE    	=   os.path.join(self.tmpdirname      ,    VOCAB_FILES_NAMES['''vocab_file'''] )
  				SCREAMING_SNAKE_CASE    	=   os.path.join(self.tmpdirname      ,    VOCAB_FILES_NAMES['''emoji_file'''] )
  				with open(self.vocab_file      ,    '''w'''      ,    encoding='''utf-8''' ) as vocab_writer:
  							vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens] ) )
  				with open(self.emoji_file      ,    '''w''' ) as emoji_writer:
  							emoji_writer.write(json.dumps(lowercase ) )
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Dict      ,    **lowercase			:Optional[int] )		->			int:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				kwargs.update(self.special_tokens_map )
  				return GPTNeoXJapaneseTokenizer.from_pretrained(self.tmpdirname      ,    **lowercase )
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Dict      ,    lowercase			:Union[str, Any] )		->			List[str]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   '''こんにちは、世界。 \nこんばんは、㔺界。😀'''
  				SCREAMING_SNAKE_CASE    	=   '''こんにちは、世界。 \nこんばんは、世界。😀'''
  				return input_text, output_text
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Optional[int]      ,    lowercase			:Union[str, Any] )		->			List[str]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE	,       SCREAMING_SNAKE_CASE    	=   self.get_input_output_texts(lowercase )
  				SCREAMING_SNAKE_CASE    	=   tokenizer.encode(lowercase      ,    add_special_tokens=lowercase )
  				SCREAMING_SNAKE_CASE    	=   tokenizer.decode(lowercase      ,    clean_up_tokenization_spaces=lowercase )
  				return text, ids
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Dict )		->			int:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				pass  # TODO add if relevant
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:List[str] )		->			List[str]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				pass  # TODO add if relevant
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Optional[Any] )		->			Union[str, Any]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				pass  # TODO add if relevant
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Optional[Any] )		->			Dict:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   self.get_tokenizer()
  
  				# Testing tokenization
  				SCREAMING_SNAKE_CASE    	=   '''こんにちは、世界。　こんばんは、㔺界。'''
  				SCREAMING_SNAKE_CASE    	=   ['''こん''', '''にちは''', '''、''', '''世界''', '''。''', '''<SP>''', '''こん''', '''ばんは''', '''、''', '''㔺界''', '''。''']
  				SCREAMING_SNAKE_CASE    	=   tokenizer.tokenize(lowercase )
  				self.assertListEqual(lowercase      ,    lowercase )
  
  				# Testing conversion to ids without special tokens
  				SCREAMING_SNAKE_CASE    	=   [0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
  				SCREAMING_SNAKE_CASE    	=   tokenizer.convert_tokens_to_ids(lowercase )
  				self.assertListEqual(lowercase      ,    lowercase )
  
  				# Testing conversion to ids with special tokens
  				SCREAMING_SNAKE_CASE    	=   tokens + [tokenizer.unk_token]
  				SCREAMING_SNAKE_CASE    	=   [0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 1_9]
  				SCREAMING_SNAKE_CASE    	=   tokenizer.convert_tokens_to_ids(lowercase )
  				self.assertListEqual(lowercase      ,    lowercase )
  
  
  
  
  
  
  
  	@slow
  	def    snake_case__    (    self			:str )		->			Union[str, Any]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				SCREAMING_SNAKE_CASE    	=   self.tokenizer_class.from_pretrained('''abeja/gpt-neox-japanese-2.7b''' )
  
  				SCREAMING_SNAKE_CASE    	=   tokenizer.encode('''ありがとう。'''      ,    add_special_tokens=lowercase )
  				SCREAMING_SNAKE_CASE    	=   tokenizer.encode('''どういたしまして。'''      ,    add_special_tokens=lowercase )
  
  				SCREAMING_SNAKE_CASE    	=   tokenizer.build_inputs_with_special_tokens(lowercase )
  				SCREAMING_SNAKE_CASE    	=   tokenizer.build_inputs_with_special_tokens(lowercase      ,    lowercase )
  
  				assert encoded_sentence == ids_a
  				assert encoded_pair == ids_a + ids_a
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:List[Any] )		->			Dict:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				pass
  
  
  
  
  
  
  
  	def    snake_case__    (    self			:Any )		->			str:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				pass