




"""simple docstring"""
from __future__ import annotations

import random
import string
class    a		:



  def __init__(  self	:   str    ,						lowerCAmelCase	:   str | None = None						)       ->   None:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	List[str]            =passcode or self.__passcode_creator()
     SCREAMING_SNAKE_CASE_:	Union[str, Any]            =self.__make_key_list()
     SCREAMING_SNAKE_CASE_:	Tuple            =self.__make_shift_key()



  def __str__(  self	:   Optional[int]						)       ->   str:


     '''simple docstring'''




     return "".join(self.__passcode						)



  def 		lowerCamelCase__    (  self	:   Any    ,						lowerCAmelCase	:   list[int]						)       ->   list[int]:


     '''simple docstring'''




     for i in range(1    ,						len(lowerCAmelCase						)    ,						2						):
        iterlist[i] *= -1
     return iterlist



  def 		lowerCamelCase__    (  self	:   Dict						)       ->   list[str]:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	str            =string.ascii_letters + string.digits
     SCREAMING_SNAKE_CASE_:	Union[str, Any]            =[random.choice(lowerCAmelCase						) for _ in range(random.randint(10    ,						20						)						)]
     return password



  def 		lowerCamelCase__    (  self	:   Dict						)       ->   list[str]:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	Optional[Any]            =(
         string.ascii_letters + string.digits + string.punctuation + " \t\n"
     )

     SCREAMING_SNAKE_CASE_:	Tuple            =[]

     # creates points known as breakpoints to break the key_list_options at those
     # points and pivot each substring
     SCREAMING_SNAKE_CASE_:	List[Any]            =sorted(set(self.__passcode						)						)
     SCREAMING_SNAKE_CASE_:	list[str]            =[]

     # algorithm for creating a new shuffled list, keys_l, out of key_list_options
     for i in key_list_options:
        temp_list.extend(lowerCAmelCase						)

        # checking breakpoints at which to pivot temporary sublist and add it into
        # keys_l
        if i in breakpoints or i == key_list_options[-1]:
           keys_l.extend(temp_list[::-1]						)
           temp_list.clear()

        # returning a shuffled keys_l to prevent brute force guessing of shift key
     return keys_l



  def 		lowerCamelCase__    (  self	:   int						)       ->   int:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	Dict            =sum(self.__neg_pos([ord(lowerCAmelCase						) for x in self.__passcode]						)						)
     return num if num > 0 else len(self.__passcode						)



  def 		lowerCamelCase__    (  self	:   Any    ,						lowerCAmelCase	:   str						)       ->   str:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	Any            =""

     # decoding shift like Caesar cipher algorithm implementing negative shift or
     # reverse shift or left shift
     for i in encoded_message:
        SCREAMING_SNAKE_CASE_:	Tuple            =self.__key_list.index(lowerCAmelCase						)
        decoded_message += self.__key_list[
            (position - self.__shift_key) % -len(self.__key_list						)
        ]

     return decoded_message





  def 		lowerCamelCase__    (  self	:   Any    ,						lowerCAmelCase	:   str						)       ->   str:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	int            =""

     # encoding shift like Caesar cipher algorithm implementing positive shift or
     # forward shift or right shift
     for i in plaintext:
        SCREAMING_SNAKE_CASE_:	Dict            =self.__key_list.index(lowerCAmelCase						)
        encoded_message += self.__key_list[
            (position + self.__shift_key) % len(self.__key_list						)
        ]

     return encoded_message







def        __magic_name__			(							lowercase = "Hello, this is a modified Caesar cipher"	):
   SCREAMING_SNAKE_CASE_:	Optional[int]            =ShuffledShiftCipher()
   return cipa.decrypt(cipa.encrypt(_a	)	)


if __name__ == "__main__":
   import doctest

   doctest.testmod()








"""simple docstring"""
import copy

from transformers.configuration_utils import PretrainedConfig
from transformers.utils import logging


_UpperCAmelCase       =     logging.get_logger(__name__)
class    a		(					UpperCAmelCase__    ):
  UpperCamelCase		:			int         =   'hybrid-clip'
  UpperCamelCase		:			Optional[int]         =   True



  def __init__(  self	:   List[Any]    ,						lowerCAmelCase	:   Any=512    ,						**lowerCAmelCase	:   Optional[Any]						)       ->   List[str]:


     '''simple docstring'''




     super().__init__(**lowerCAmelCase						)

     if "text_config" not in kwargs:
        raise ValueError("""`text_config` can not be `None`."""						)

     if "vision_config" not in kwargs:
        raise ValueError("""`vision_config` can not be `None`."""						)

     SCREAMING_SNAKE_CASE_:	Optional[int]            =kwargs.pop("""text_config"""						)
     SCREAMING_SNAKE_CASE_:	Optional[Any]            =kwargs.pop("""vision_config"""						)

     SCREAMING_SNAKE_CASE_:	int            =text_config.pop("""model_type"""						)
     SCREAMING_SNAKE_CASE_:	str            =vision_config.pop("""model_type"""						)

     from transformers import AutoConfig

     SCREAMING_SNAKE_CASE_:	Optional[int]            =AutoConfig.for_model(lowerCAmelCase    ,						**lowerCAmelCase						)

     if vision_model_type == "clip":
        SCREAMING_SNAKE_CASE_:	Tuple            =AutoConfig.for_model(lowerCAmelCase    ,						**lowerCAmelCase						).vision_config
     elif vision_model_type == "clip_vision_model":
        from transformers import CLIPVisionConfig

        SCREAMING_SNAKE_CASE_:	List[str]            =CLIPVisionConfig(**lowerCAmelCase						)
     else:
        SCREAMING_SNAKE_CASE_:	Optional[Any]            =AutoConfig.for_model(lowerCAmelCase    ,						**lowerCAmelCase						)

     SCREAMING_SNAKE_CASE_:	Any            =projection_dim
     SCREAMING_SNAKE_CASE_:	int            =1.0



  @classmethod
  def 		lowerCamelCase__    (  cls	:   List[Any]    ,						lowerCAmelCase	:   PretrainedConfig    ,						lowerCAmelCase	:   PretrainedConfig    ,						**lowerCAmelCase	:   str						)       ->   Optional[Any]:


     '''simple docstring'''




     return cls(text_config=text_config.to_dict()    ,						vision_config=vision_config.to_dict()    ,						**lowerCAmelCase						)





  def 		lowerCamelCase__    (  self	:   List[str]						)       ->   Tuple:


     '''simple docstring'''




     SCREAMING_SNAKE_CASE_:	int            =copy.deepcopy(self.__dict__						)
     SCREAMING_SNAKE_CASE_:	List[str]            =self.text_config.to_dict()
     SCREAMING_SNAKE_CASE_:	Optional[int]            =self.vision_config.to_dict()
     SCREAMING_SNAKE_CASE_:	Union[str, Any]            =self.__class__.model_type
     return output



