import json
import os
from typing import TYPE_CHECKING, List, Optional, Tuple

import regex as re

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


if TYPE_CHECKING:
    from transformers.pipelines.conversational import Conversation

lowerCAmelCase__							= logging.get_logger(__name__)

lowerCAmelCase__							= {'vocab_file': 'vocab.json', 'merges_file': 'merges.txt'}

lowerCAmelCase__							= {
    'vocab_file': {
        'microsoft/deberta-base': 'https://huggingface.co/microsoft/deberta-base/resolve/main/vocab.json',
        'microsoft/deberta-large': 'https://huggingface.co/microsoft/deberta-large/resolve/main/vocab.json',
        'microsoft/deberta-xlarge': 'https://huggingface.co/microsoft/deberta-xlarge/resolve/main/vocab.json',
        'microsoft/deberta-base-mnli': 'https://huggingface.co/microsoft/deberta-base-mnli/resolve/main/vocab.json',
        'microsoft/deberta-large-mnli': 'https://huggingface.co/microsoft/deberta-large-mnli/resolve/main/vocab.json',
        'microsoft/deberta-xlarge-mnli': (
            'https://huggingface.co/microsoft/deberta-xlarge-mnli/resolve/main/vocab.json'
        ),
    },
    'merges_file': {
        'microsoft/deberta-base': 'https://huggingface.co/microsoft/deberta-base/resolve/main/merges.txt',
        'microsoft/deberta-large': 'https://huggingface.co/microsoft/deberta-large/resolve/main/merges.txt',
        'microsoft/deberta-xlarge': 'https://huggingface.co/microsoft/deberta-xlarge/resolve/main/merges.txt',
        'microsoft/deberta-base-mnli': 'https://huggingface.co/microsoft/deberta-base-mnli/resolve/main/merges.txt',
        'microsoft/deberta-large-mnli': 'https://huggingface.co/microsoft/deberta-large-mnli/resolve/main/merges.txt',
        'microsoft/deberta-xlarge-mnli': (
            'https://huggingface.co/microsoft/deberta-xlarge-mnli/resolve/main/merges.txt'
        ),
    },
}

lowerCAmelCase__							= {
    'microsoft/deberta-base': 512,
    'microsoft/deberta-large': 512,
    'microsoft/deberta-xlarge': 512,
    'microsoft/deberta-base-mnli': 512,
    'microsoft/deberta-large-mnli': 512,
    'microsoft/deberta-xlarge-mnli': 512,
}

lowerCAmelCase__							= {
    'microsoft/deberta-base': {'do_lower_case': False},
    'microsoft/deberta-large': {'do_lower_case': False},
}






def       __lowerCamelCase		(						):
       lowerCAmelCase__     	=					(
           list(range(ord('!'	)	,  ord('~'	) + 1	)	) + list(range(ord('¡'	)	,  ord('¬'	) + 1	)	) + list(range(ord('®'	)	,  ord('ÿ'	) + 1	)	)
       )
       lowerCAmelCase__     	=					bs[:]
       lowerCAmelCase__     	=					0
       for b in range(2**8	):
              if b not in bs:
                     bs.append(lowerCAmelCase__	)
                     cs.append(2**8 + n	)
                     n += 1
       lowerCAmelCase__     	=					[chr(lowerCAmelCase__	) for n in cs]
       return dict(zip(lowerCAmelCase__	,  lowerCAmelCase__	)	)






def       __lowerCamelCase		(						lowerCAmelCase__	):
       lowerCAmelCase__     	=					set()
       lowerCAmelCase__     	=					word[0]
       for char in word[1:]:
              pairs.add((prev_char, char)	)
              lowerCAmelCase__     	=					char
       return pairs



class 				a_ (						SCREAMING_SNAKE_CASE						):






 '''simple docstring'''






 UpperCAmelCase_	 =					VOCAB_FILES_NAMES
 UpperCAmelCase_	 =					PRETRAINED_VOCAB_FILES_MAP
 UpperCAmelCase_	 =					PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 UpperCAmelCase_	 =					['input_ids', 'attention_mask', 'token_type_ids']




 def __init__(			self					:  List[str]			,    lowercase__					:  Optional[Any]			,    lowercase__					:  str			,    lowercase__					:  Any="replace"			,    lowercase__					:  str="[CLS]"			,    lowercase__					:  Optional[Any]="[SEP]"			,    lowercase__					:  Optional[int]="[SEP]"			,    lowercase__					:  List[str]="[CLS]"			,    lowercase__					:  Union[str, Any]="[UNK]"			,    lowercase__					:  List[str]="[PAD]"			,    lowercase__					:  Optional[Any]="[MASK]"			,    lowercase__					:  Any=False			,    lowercase__					:  List[Any]=False			,    **lowercase__					:  Union[str, Any]			,    ):







        '''simple docstring'''



        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else bos_token
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else eos_token
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else sep_token
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else cls_token
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else unk_token
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else pad_token

        # Mask token behave like a normal word, i.e. include the space before it
        lowerCAmelCase__     	=					AddedToken(lowercase__			,    lstrip=lowercase__			,    rstrip=lowercase__) if isinstance(lowercase__			,    lowercase__) else mask_token

        super().__init__(
            errors=lowercase__			,    bos_token=lowercase__			,    eos_token=lowercase__			,    unk_token=lowercase__			,    sep_token=lowercase__			,    cls_token=lowercase__			,    pad_token=lowercase__			,    mask_token=lowercase__			,    add_prefix_space=lowercase__			,    add_bos_token=lowercase__			,    **lowercase__			,    )
        lowerCAmelCase__     	=					add_bos_token

        with open(lowercase__			,    encoding='utf-8') as vocab_handle:
               lowerCAmelCase__     	=					json.load(lowercase__)
        lowerCAmelCase__     	=					{v: k for k, v in self.encoder.items()}
        lowerCAmelCase__     	=					errors  # how to handle errors in decoding
        lowerCAmelCase__     	=					bytes_to_unicode()
        lowerCAmelCase__     	=					{v: k for k, v in self.byte_encoder.items()}
        with open(lowercase__			,    encoding='utf-8') as merges_handle:
               lowerCAmelCase__     	=					merges_handle.read().split('\n')[1:-1]
        lowerCAmelCase__     	=					[tuple(merge.split()) for merge in bpe_merges]
        lowerCAmelCase__     	=					dict(zip(lowercase__			,    range(len(lowercase__))))
        lowerCAmelCase__     	=					{}
        lowerCAmelCase__     	=					add_prefix_space

        # Should have added re.IGNORECASE so BPE merges can happen for capitalized versions of contractions
        lowerCAmelCase__     	=					re.compile(r'\'s|\'t|\'re|\'ve|\'m|\'ll|\'d| ?\p{L}+| ?\p{N}+| ?[^\s\p{L}\p{N}]+|\s+(?!\S)|\s+')




 @property
 # Copied from transformers.models.gpt2.tokenization_gpt2.GPT2Tokenizer.vocab_size
 def 		__snake_case						(			self					:  int):







        '''simple docstring'''



        return len(self.encoder)




 def 		__snake_case						(			self					:  str):







        '''simple docstring'''



        return dict(self.encoder			,    **self.added_tokens_encoder)




 def 		__snake_case						(			self					:  int			,    lowercase__					:  Any):







        '''simple docstring'''



        if token in self.cache:
               return self.cache[token]
        lowerCAmelCase__     	=					tuple(lowercase__)
        lowerCAmelCase__     	=					get_pairs(lowercase__)

        if not pairs:
               return token

        while True:
               lowerCAmelCase__     	=					min(lowercase__			,    key=lambda lowercase__: self.bpe_ranks.get(lowercase__			,    float('inf')))
               if bigram not in self.bpe_ranks:
                      break
               lowerCAmelCase__	,					lowerCAmelCase__     	=					bigram
               lowerCAmelCase__     	=					[]
               lowerCAmelCase__     	=					0
               while i < len(lowercase__):
                      try:
                             lowerCAmelCase__     	=					word.index(lowercase__			,    lowercase__)
                      except ValueError:
                             new_word.extend(word[i:])
                             break
                      else:
                             new_word.extend(word[i:j])
                             lowerCAmelCase__     	=					j

                      if word[i] == first and i < len(lowercase__) - 1 and word[i + 1] == second:
                             new_word.append(first + second)
                             i += 2
                      else:
                             new_word.append(word[i])
                             i += 1
               lowerCAmelCase__     	=					tuple(lowercase__)
               lowerCAmelCase__     	=					new_word
               if len(lowercase__) == 1:
                      break
               else:
                      lowerCAmelCase__     	=					get_pairs(lowercase__)
        lowerCAmelCase__     	=					' '.join(lowercase__)
        lowerCAmelCase__     	=					word
        return word




 def 		__snake_case						(			self					:  List[str]			,    lowercase__					:  List[int]			,    lowercase__					:  Optional[List[int]] = None):







        '''simple docstring'''



        if token_ids_a is None:
               return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
        lowerCAmelCase__     	=					[self.cls_token_id]
        lowerCAmelCase__     	=					[self.sep_token_id]
        return cls + token_ids_a + sep + token_ids_a + sep




 def 		__snake_case						(			self					:  Optional[int]			,    lowercase__					:  List[int]			,    lowercase__					:  Optional[List[int]] = None			,    lowercase__					:  bool = False):







        '''simple docstring'''



        if already_has_special_tokens:
               return super().get_special_tokens_mask(
                   token_ids_a=lowercase__			,    token_ids_a=lowercase__			,    already_has_special_tokens=lowercase__)

        if token_ids_a is None:
               return [1] + ([0] * len(lowercase__)) + [1]
        return [1] + ([0] * len(lowercase__)) + [1] + ([0] * len(lowercase__)) + [1]




 def 		__snake_case						(			self					:  List[Any]			,    lowercase__					:  List[int]			,    lowercase__					:  Optional[List[int]] = None):







        '''simple docstring'''



        lowerCAmelCase__     	=					[self.sep_token_id]
        lowerCAmelCase__     	=					[self.cls_token_id]

        if token_ids_a is None:
               return len(cls + token_ids_a + sep) * [0]
        return len(cls + token_ids_a + sep) * [0] + len(token_ids_a + sep) * [1]




 def 		__snake_case						(			self					:  int			,    lowercase__					:  List[Any]):







        '''simple docstring'''



        lowerCAmelCase__     	=					[]
        for token in re.findall(self.pat			,    lowercase__):
               lowerCAmelCase__     	=					''.join(
                   self.byte_encoder[b] for b in token.encode('utf-8'))  # Maps all our bytes to unicode strings, avoiding control tokens of the BPE (spaces in our case)
               bpe_tokens.extend(bpe_token for bpe_token in self.bpe(lowercase__).split(' '))
        return bpe_tokens




 def 		__snake_case						(			self					:  str			,    lowercase__					:  Optional[Any]):







        '''simple docstring'''



        return self.encoder.get(lowercase__			,    self.encoder.get(self.unk_token))




 def 		__snake_case						(			self					:  str			,    lowercase__					:  int):







        '''simple docstring'''



        return self.decoder.get(lowercase__)




 def 		__snake_case						(			self					:  Optional[int]			,    lowercase__					:  Union[str, Any]):







        '''simple docstring'''



        lowerCAmelCase__     	=					''.join(lowercase__)
        lowerCAmelCase__     	=					bytearray([self.byte_decoder[c] for c in text]).decode('utf-8'			,    errors=self.errors)
        return text




 def 		__snake_case						(			self					:  List[Any]			,    lowercase__					:  str			,    lowercase__					:  Optional[str] = None):







        '''simple docstring'''



        if not os.path.isdir(lowercase__):
               logger.error(F"""Vocabulary path ({save_directory}) should be a directory""")
               return
        lowerCAmelCase__     	=					os.path.join(
            lowercase__			,    (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file'])
        lowerCAmelCase__     	=					os.path.join(
            lowercase__			,    (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['merges_file'])

        with open(lowercase__			,    'w'			,    encoding='utf-8') as f:
               f.write(json.dumps(self.encoder			,    indent=2			,    sort_keys=lowercase__			,    ensure_ascii=lowercase__) + '\n')

        lowerCAmelCase__     	=					0
        with open(lowercase__			,    'w'			,    encoding='utf-8') as writer:
               writer.write('#version: 0.2\n')
               for bpe_tokens, token_index in sorted(self.bpe_ranks.items()			,    key=lambda lowercase__: kv[1]):
                      if index != token_index:
                             logger.warning(
                                 F"""Saving vocabulary to {merge_file}: BPE merge indices are not consecutive."""
                                 ' Please check that the tokenizer is not corrupted!')
                             lowerCAmelCase__     	=					token_index
                      writer.write(' '.join(lowercase__) + '\n')
                      index += 1

        return vocab_file, merge_file




 def 		__snake_case						(			self					:  List[Any]			,    lowercase__					:  Optional[Any]			,    lowercase__					:  Any=False			,    **lowercase__					:  int):







        '''simple docstring'''



        lowerCAmelCase__     	=					kwargs.pop('add_prefix_space'			,    self.add_prefix_space)
        if (is_split_into_words or add_prefix_space) and (len(lowercase__) > 0 and not text[0].isspace()):
               lowerCAmelCase__     	=					' ' + text
        return (text, kwargs)




 def 		__snake_case						(			self					:  int			,    lowercase__					:  "Conversation"):







        '''simple docstring'''



        lowerCAmelCase__     	=					[]
        for is_user, text in conversation.iter_texts():
               input_ids.extend(self.encode(lowercase__			,    add_special_tokens=lowercase__) + [self.eos_token_id])
        if len(lowercase__) > self.model_max_length:
               lowerCAmelCase__     	=					input_ids[-self.model_max_length :]
        return input_ids








"""simple docstring"""
def        lowerCamelCase_  (						_lowerCamelCase				):
 return 1 if input_a == 0 else 0






def        lowerCamelCase_  (						):
 assert not_gate(0				) == 1
 assert not_gate(1				) == 0


if __name__ == "__main__":
      print(not_gate(0))
      print(not_gate(1))

