




'''simple docstring'''



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):
       __lowercase  :      Tuple        =			GPTNeoXJapaneseTokenizer
       __lowercase  :      Union[str, Any]        =			False
       __lowercase  :      Dict        =			{'''do_clean_text''': False, '''add_prefix_space''': False}


       def       lowerCAmelCase      (   self  )      ->  Any:



            '''simple docstring'''




            super().setUp()

            __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|>''',
            ]
            __snake_case    					=  {'''emoji''': {'''\ud83d\ude00''': '''<|emoji1|>'''}, '''emoji_inv''': {'''<|emoji1|>''': '''\ud83d\ude00'''}}  # 😀
            __snake_case    					=  {'''unk_token''': '''<unk>'''}

            __snake_case    					=  os.path.join(self.tmpdirname    ,  VOCAB_FILES_NAMES['''vocab_file''']  )
            __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(__SCREAMING_SNAKE_CASE  )  )


       def       lowerCAmelCase      (   self    ,  **__SCREAMING_SNAKE_CASE  )      ->  Union[str, Any]:



            '''simple docstring'''




            kwargs.update(self.special_tokens_map  )
            return GPTNeoXJapaneseTokenizer.from_pretrained(self.tmpdirname    ,  **__SCREAMING_SNAKE_CASE  )


       def       lowerCAmelCase      (   self    ,  __SCREAMING_SNAKE_CASE  )      ->  str:



            '''simple docstring'''




            __snake_case    					=  '''こんにちは、世界。 \nこんばんは、㔺界。😀'''
            __snake_case    					=  '''こんにちは、世界。 \nこんばんは、世界。😀'''
            return input_text, output_text


       def       lowerCAmelCase      (   self    ,  __SCREAMING_SNAKE_CASE  )      ->  int:



            '''simple docstring'''




            __snake_case					,    __snake_case    					=  self.get_input_output_texts(__SCREAMING_SNAKE_CASE  )
            __snake_case    					=  tokenizer.encode(__SCREAMING_SNAKE_CASE    ,  add_special_tokens=__SCREAMING_SNAKE_CASE  )
            __snake_case    					=  tokenizer.decode(__SCREAMING_SNAKE_CASE    ,  clean_up_tokenization_spaces=__SCREAMING_SNAKE_CASE  )
            return text, ids


       def       lowerCAmelCase      (   self  )      ->  Tuple:



            '''simple docstring'''




            pass  # TODO add if relevant


       def       lowerCAmelCase      (   self  )      ->  List[str]:



            '''simple docstring'''




            pass  # TODO add if relevant


       def       lowerCAmelCase      (   self  )      ->  Any:



            '''simple docstring'''




            pass  # TODO add if relevant


       def       lowerCAmelCase      (   self  )      ->  Tuple:



            '''simple docstring'''




            __snake_case    					=  self.get_tokenizer()

            # Testing tokenization
            __snake_case    					=  '''こんにちは、世界。　こんばんは、㔺界。'''
            __snake_case    					=  ['''こん''', '''にちは''', '''、''', '''世界''', '''。''', '''<SP>''', '''こん''', '''ばんは''', '''、''', '''㔺界''', '''。''']
            __snake_case    					=  tokenizer.tokenize(__SCREAMING_SNAKE_CASE  )
            self.assertListEqual(__SCREAMING_SNAKE_CASE    ,  __SCREAMING_SNAKE_CASE  )

            # Testing conversion to ids without special tokens
            __snake_case    					=  [0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
            __snake_case    					=  tokenizer.convert_tokens_to_ids(__SCREAMING_SNAKE_CASE  )
            self.assertListEqual(__SCREAMING_SNAKE_CASE    ,  __SCREAMING_SNAKE_CASE  )

            # Testing conversion to ids with special tokens
            __snake_case    					=  tokens + [tokenizer.unk_token]
            __snake_case    					=  [0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 19]
            __snake_case    					=  tokenizer.convert_tokens_to_ids(__SCREAMING_SNAKE_CASE  )
            self.assertListEqual(__SCREAMING_SNAKE_CASE    ,  __SCREAMING_SNAKE_CASE  )


       @slow
       def       lowerCAmelCase      (   self  )      ->  str:



            '''simple docstring'''




            __snake_case    					=  self.tokenizer_class.from_pretrained('''abeja/gpt-neox-japanese-2.7b'''  )

            __snake_case    					=  tokenizer.encode('''ありがとう。'''    ,  add_special_tokens=__SCREAMING_SNAKE_CASE  )
            __snake_case    					=  tokenizer.encode('''どういたしまして。'''    ,  add_special_tokens=__SCREAMING_SNAKE_CASE  )

            __snake_case    					=  tokenizer.build_inputs_with_special_tokens(__SCREAMING_SNAKE_CASE  )
            __snake_case    					=  tokenizer.build_inputs_with_special_tokens(__SCREAMING_SNAKE_CASE    ,  __SCREAMING_SNAKE_CASE  )

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


       def       lowerCAmelCase      (   self  )      ->  Any:



            '''simple docstring'''




            pass




       def       lowerCAmelCase      (   self  )      ->  Any:



            '''simple docstring'''




            pass












'''simple docstring'''



from ..utils import deprecate
from .attention_processor import (  # noqa: F401
    Attention,
    AttentionProcessor,
    AttnAddedKVProcessor,
    AttnProcessor2_0,
    LoRAAttnProcessor,
    LoRALinearLayer,
    LoRAXFormersAttnProcessor,
    SlicedAttnAddedKVProcessor,
    SlicedAttnProcessor,
    XFormersAttnProcessor,
)
from .attention_processor import AttnProcessor as AttnProcessorRename  # noqa: F401


deprecate(
    '''cross_attention''',
    '''0.20.0''',
    '''Importing from cross_attention is deprecated. Please import from diffusers.models.attention_processor instead.''',
    standard_warn=False,
)


UpperCAmelCase_       :  Optional[int]      =		AttentionProcessor





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Optional[int]:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Any:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Tuple:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Optional[Any]:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Optional[int]:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  Tuple:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  int:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )





class     lowerCAmelCase   ( __lowerCAmelCase):


       def __init__(   self    ,  *__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )      ->  List[str]:



            '''simple docstring'''




            __snake_case    					=  F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {"".join(self.__class__.__name__.split("Cross"  )  )} instead.'''
            deprecate('''cross_attention'''    ,  '''0.20.0'''    ,  __SCREAMING_SNAKE_CASE    ,  standard_warn=__SCREAMING_SNAKE_CASE  )
            super().__init__(*__SCREAMING_SNAKE_CASE    ,  **__SCREAMING_SNAKE_CASE  )






