




import copy
import random

from transformers import CLIPTokenizer




class       __lowerCAmelCase				(							lowerCAmelCase):






       def __init__(      self:    List[Any]				,    *_lowerCAmelCase:    List[str]				,    **_lowerCAmelCase:    Any ):
         super().__init__(*_lowerCAmelCase				,    **_lowerCAmelCase )
         lowercase			:str							=  {}






       def     SCREAMING_SNAKE_CASE			(      self:    Any				,    _lowerCAmelCase:    Any				,    *_lowerCAmelCase:    Optional[int]				,    **_lowerCAmelCase:    int ):
         lowercase			:List[Any]							=  super().add_tokens(_lowerCAmelCase				,    *_lowerCAmelCase				,    **_lowerCAmelCase )
         if num_added_tokens == 0:
           raise ValueError(
               F"The tokenizer already contains the token {placeholder_token}. Please pass a different"
               " `placeholder_token` that is not already in the tokenizer." )






       def     SCREAMING_SNAKE_CASE			(      self:    int				,    _lowerCAmelCase:    Optional[Any]				,    *_lowerCAmelCase:    List[Any]				,    _lowerCAmelCase:    Union[str, Any]=1				,    **_lowerCAmelCase:    List[str] ):
         lowercase			:Union[str, Any]							=  []
         if num_vec_per_token == 1:
           self.try_adding_tokens(_lowerCAmelCase				,    *_lowerCAmelCase				,    **_lowerCAmelCase )
           output.append(_lowerCAmelCase )
         else:
           lowercase			:List[str]							=  []
           for i in range(_lowerCAmelCase ):
             lowercase			:Dict							=  placeholder_token + F"_{i}"
             self.try_adding_tokens(_lowerCAmelCase				,    *_lowerCAmelCase				,    **_lowerCAmelCase )
             output.append(_lowerCAmelCase )
        # handle cases where there is a new placeholder token that contains the current placeholder token but is larger
         for token in self.token_map:
           if token in placeholder_token:
             raise ValueError(
                 F"The tokenizer already has placeholder token {token} that can get confused with"
                 F" {placeholder_token}keep placeholder tokens independent" )
         lowercase			:Any							=  output






       def     SCREAMING_SNAKE_CASE			(      self:    Any				,    _lowerCAmelCase:    Tuple				,    _lowerCAmelCase:    Dict=False				,    _lowerCAmelCase:    Union[str, Any]=1.0 ):
         if isinstance(_lowerCAmelCase				,    _lowerCAmelCase ):
           lowercase			:str							=  []
           for i in range(len(_lowerCAmelCase ) ):
             output.append(self.replace_placeholder_tokens_in_text(text[i]				,    vector_shuffle=_lowerCAmelCase ) )
           return output
         for placeholder_token in self.token_map:
           if placeholder_token in text:
             lowercase			:Any							=  self.token_map[placeholder_token]
             lowercase			:Union[str, Any]							=  tokens[: 1 + int(len(_lowerCAmelCase ) * prop_tokens_to_load )]
             if vector_shuffle:
               lowercase			:Union[str, Any]							=  copy.copy(_lowerCAmelCase )
               random.shuffle(_lowerCAmelCase )
             lowercase			:List[Any]							=  text.replace(_lowerCAmelCase				,    " ".join(_lowerCAmelCase ) )
         return text






       def __call__(      self:    Union[str, Any]				,    _lowerCAmelCase:    List[Any]				,    *_lowerCAmelCase:    int				,    _lowerCAmelCase:    Any=False				,    _lowerCAmelCase:    Optional[int]=1.0				,    **_lowerCAmelCase:    Dict ):
         return super().__call__(
             self.replace_placeholder_tokens_in_text(
                 _lowerCAmelCase				,    vector_shuffle=_lowerCAmelCase				,    prop_tokens_to_load=_lowerCAmelCase )				,    *_lowerCAmelCase				,    **_lowerCAmelCase				,    )






       def     SCREAMING_SNAKE_CASE			(      self:    str				,    _lowerCAmelCase:    int				,    *_lowerCAmelCase:    List[Any]				,    _lowerCAmelCase:    Optional[Any]=False				,    _lowerCAmelCase:    Tuple=1.0				,    **_lowerCAmelCase:    Dict ):
         return super().encode(
             self.replace_placeholder_tokens_in_text(
                 _lowerCAmelCase				,    vector_shuffle=_lowerCAmelCase				,    prop_tokens_to_load=_lowerCAmelCase )				,    *_lowerCAmelCase				,    **_lowerCAmelCase				,    )









def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase      ):
  lowercase			:List[str]							=  ""
  for word_or_phrase in separated:
    if not isinstance(lowerCamelCase,	lowerCamelCase      ):
      raise Exception("join() accepts only strings to be joined"      )
    joined += word_or_phrase + separator
  return joined.strip(lowerCamelCase      )


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

     testmod()



