

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 							A_			(		snake_case__							,     unittest.TestCase ):
     _lowercase      :					List[str]       =     GPTNeoXJapaneseTokenizer
     _lowercase      :					str       =     False
     _lowercase      :					List[str]       =     {'do_clean_text': False, 'add_prefix_space': False}


     def   UpperCAmelCase  (							self      :		List[str] )							->     Union[str, Any]:
      super().setUp()

      __lowerCAmelCase:       str            =				[
          '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|>',
      ]
      __lowerCAmelCase:       Optional[Any]            =				{'emoji': {'\ud83d\ude00': '<|emoji1|>'}, 'emoji_inv': {'<|emoji1|>': '\ud83d\ude00'}}  # 😀
      __lowerCAmelCase:       Optional[int]            =				{'unk_token': '<unk>'}

      __lowerCAmelCase:       Dict            =				os.path.join(self.tmpdirname      ,  VOCAB_FILES_NAMES['vocab_file'] )
      __lowerCAmelCase:       Optional[int]            =				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(UpperCAmelCase ) )


     def   UpperCAmelCase  (							self      :		List[Any]      ,  **UpperCAmelCase      :		int )							->     int:
      kwargs.update(self.special_tokens_map )
      return GPTNeoXJapaneseTokenizer.from_pretrained(self.tmpdirname      ,  **UpperCAmelCase )


     def   UpperCAmelCase  (							self      :		List[str]      ,  UpperCAmelCase      :		Optional[int] )							->     Any:
      __lowerCAmelCase:       str            =				'こんにちは、世界。 \nこんばんは、㔺界。😀'
      __lowerCAmelCase:       List[str]            =				'こんにちは、世界。 \nこんばんは、世界。😀'
      return input_text, output_text


     def   UpperCAmelCase  (							self      :		Union[str, Any]      ,  UpperCAmelCase      :		List[Any] )							->     str:
      __lowerCAmelCase:       Optional[Any]            =				self.get_input_output_texts(UpperCAmelCase )
      __lowerCAmelCase:       Dict            =				tokenizer.encode(UpperCAmelCase      ,  add_special_tokens=UpperCAmelCase )
      __lowerCAmelCase:       str            =				tokenizer.decode(UpperCAmelCase      ,  clean_up_tokenization_spaces=UpperCAmelCase )
      return text, ids


     def   UpperCAmelCase  (							self      :		Tuple )							->     Optional[int]:
      pass  # TODO add if relevant


     def   UpperCAmelCase  (							self      :		int )							->     List[str]:
      pass  # TODO add if relevant


     def   UpperCAmelCase  (							self      :		List[Any] )							->     Union[str, Any]:
      pass  # TODO add if relevant


     def   UpperCAmelCase  (							self      :		List[str] )							->     int:
      __lowerCAmelCase:       List[str]            =				self.get_tokenizer()

      # Testing tokenization
      __lowerCAmelCase:       List[str]            =				'こんにちは、世界。　こんばんは、㔺界。'
      __lowerCAmelCase:       List[Any]            =				['こん', 'にちは', '、', '世界', '。', '<SP>', 'こん', 'ばんは', '、', '㔺界', '。']
      __lowerCAmelCase:       Dict            =				tokenizer.tokenize(UpperCAmelCase )
      self.assertListEqual(UpperCAmelCase      ,  UpperCAmelCase )

      # Testing conversion to ids without special tokens
      __lowerCAmelCase:       Union[str, Any]            =				[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
      __lowerCAmelCase:       Dict            =				tokenizer.convert_tokens_to_ids(UpperCAmelCase )
      self.assertListEqual(UpperCAmelCase      ,  UpperCAmelCase )

      # Testing conversion to ids with special tokens
      __lowerCAmelCase:       Tuple            =				tokens + [tokenizer.unk_token]
      __lowerCAmelCase:       Union[str, Any]            =				[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 1_9]
      __lowerCAmelCase:       Dict            =				tokenizer.convert_tokens_to_ids(UpperCAmelCase )
      self.assertListEqual(UpperCAmelCase      ,  UpperCAmelCase )


     @slow
     def   UpperCAmelCase  (							self      :		Optional[Any] )							->     Union[str, Any]:
      __lowerCAmelCase:       Union[str, Any]            =				self.tokenizer_class.from_pretrained('abeja/gpt-neox-japanese-2.7b' )

      __lowerCAmelCase:       Tuple            =				tokenizer.encode('ありがとう。'      ,  add_special_tokens=UpperCAmelCase )
      __lowerCAmelCase:       Optional[int]            =				tokenizer.encode('どういたしまして。'      ,  add_special_tokens=UpperCAmelCase )

      __lowerCAmelCase:       Dict            =				tokenizer.build_inputs_with_special_tokens(UpperCAmelCase )
      __lowerCAmelCase:       Union[str, Any]            =				tokenizer.build_inputs_with_special_tokens(UpperCAmelCase      ,  UpperCAmelCase )

      assert encoded_sentence == ids_a
      assert encoded_pair == ids_a + ids_a


     def   UpperCAmelCase  (							self      :		str )							->     int:
      # Intentionally convert some words to accommodate character fluctuations unique to Japanese
      pass


     def   UpperCAmelCase  (							self      :		Any )							->     str:
      # tokenizer has no padding token
      pass








from __future__ import annotations







def _a			(	SCREAMING_SNAKE_CASE		:      list[int]		)   ->   list[int]:

 """simple docstring"""






 if not list_of_ints:
  return []

 if min(SCREAMING_SNAKE_CASE		) < 0:
  raise ValueError('All numbers must be positive'		)

 __lowerCAmelCase:       Tuple            =				max(len(bin(SCREAMING_SNAKE_CASE		)[2:]		) for x in list_of_ints		)
 return _msd_radix_sort(SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE		)







def _a			(	SCREAMING_SNAKE_CASE		:      list[int]   , SCREAMING_SNAKE_CASE		:      int		)   ->   list[int]:

 """simple docstring"""






 if bit_position == 0 or len(SCREAMING_SNAKE_CASE		) in [0, 1]:
  return list_of_ints

 __lowerCAmelCase:       List[str]            =				[]
 __lowerCAmelCase:       Any            =				[]
 # Split numbers based on bit at bit_position from the right
 for number in list_of_ints:
  if (number >> (bit_position - 1)) & 1:
   # number has a one at bit bit_position
   ones.append(SCREAMING_SNAKE_CASE		)
  else:
   # number has a zero at bit bit_position
   zeros.append(SCREAMING_SNAKE_CASE		)

    # recursively split both lists further
 __lowerCAmelCase:       Dict            =				_msd_radix_sort(SCREAMING_SNAKE_CASE   , bit_position - 1		)
 __lowerCAmelCase:       Union[str, Any]            =				_msd_radix_sort(SCREAMING_SNAKE_CASE   , bit_position - 1		)

 # recombine lists
 __lowerCAmelCase:       List[str]            =				zeros
 res.extend(SCREAMING_SNAKE_CASE		)

 return res







def _a			(	SCREAMING_SNAKE_CASE		:      list[int]		)   ->   List[str]:

 """simple docstring"""






 __lowerCAmelCase:       Optional[int]            =				len(SCREAMING_SNAKE_CASE		)
 if not list_of_ints or length == 1:
  return

 if min(SCREAMING_SNAKE_CASE		) < 0:
  raise ValueError('All numbers must be positive'		)

 __lowerCAmelCase:       Optional[int]            =				max(len(bin(SCREAMING_SNAKE_CASE		)[2:]		) for x in list_of_ints		)
 _msd_radix_sort_inplace(SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE   , 0   , SCREAMING_SNAKE_CASE		)







def _a			(	SCREAMING_SNAKE_CASE		:      list[int]   , SCREAMING_SNAKE_CASE		:      int   , SCREAMING_SNAKE_CASE		:      int   , SCREAMING_SNAKE_CASE		:      int		)   ->   str:

 """simple docstring"""






 if bit_position == 0 or end_index - begin_index <= 1:
  return

 bit_position -= 1

 __lowerCAmelCase:       Optional[int]            =				begin_index
 __lowerCAmelCase:       Optional[Any]            =				end_index - 1
 while i <= j:
  __lowerCAmelCase:       Any            =				False
  if not (list_of_ints[i] >> bit_position) & 1:
   # found zero at the beginning
   i += 1
   __lowerCAmelCase:       Optional[Any]            =				True
  if (list_of_ints[j] >> bit_position) & 1:
   # found one at the end
   j -= 1
   __lowerCAmelCase:       List[str]            =				True

  if changed:
   continue

  __lowerCAmelCase     ,							__lowerCAmelCase:       Union[str, Any]            =				list_of_ints[j], list_of_ints[i]
  j -= 1
  if j != i:
   i += 1

 _msd_radix_sort_inplace(SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE		)
 _msd_radix_sort_inplace(SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE   , SCREAMING_SNAKE_CASE		)


if __name__ == "__main__":
  import doctest

  doctest.testmod()





