




'''simple docstring'''







import copy

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


lowercase			:      str			=					logging.get_logger(__name__)







class 				_a   (_a  ):





     '''simple docstring'''



     lowerCAmelCase_     :    int									=				'hybrid-clip'
     lowerCAmelCase_     :    List[str]									=				True







     def __init__(							self       ,__a=512       ,**__a       )			->							List[Any]:
          super().__init__(**__a       )

          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`."""       )

          snake_case :			str					   = kwargs.pop("""text_config"""       )
          snake_case :			List[Any]					   = kwargs.pop("""vision_config"""       )

          snake_case :			Dict					   = text_config.pop("""model_type"""       )
          snake_case :			List[str]					   = vision_config.pop("""model_type"""       )

          from transformers import AutoConfig

          snake_case :			Union[str, Any]					   = AutoConfig.for_model(__a       ,**__a       )

          if vision_model_type == "clip":
               snake_case :			Any					   = AutoConfig.for_model(__a       ,**__a       ).vision_config
          elif vision_model_type == "clip_vision_model":
               from transformers import CLIPVisionConfig

               snake_case :			Union[str, Any]					   = CLIPVisionConfig(**__a       )
          else:
               snake_case :			str					   = AutoConfig.for_model(__a       ,**__a       )

          snake_case :			Union[str, Any]					   = projection_dim
          snake_case :			Dict					   = 1.0







     @classmethod
     def  snake_case_			(							cls       ,__a       ,__a       ,**__a       )			->							Tuple:
          return cls(text_config=text_config.to_dict()       ,vision_config=vision_config.to_dict()       ,**__a       )







     def  snake_case_			(							self       )			->							Optional[int]:
          snake_case :			Optional[int]					   = copy.deepcopy(self.__dict__       )
          snake_case :			Dict					   = self.text_config.to_dict()
          snake_case :			int					   = self.vision_config.to_dict()
          snake_case :			int					   = self.__class__.model_type
          return output









'''simple docstring'''







from .balanced_parentheses import balanced_parentheses
from .stack import Stack



def 					lowerCamelCase__							(			__lowercase							):
     return {"+": 1, "-": 1, "*": 2, "/": 2, "^": 3}.get(__lowercase    ,      -1							)



def 					lowerCamelCase__							(			__lowercase							):
     if not balanced_parentheses(__lowercase							):
          raise ValueError("""Mismatched parentheses"""							)
     snake_case :			Stack[str]					   = Stack()
     snake_case :			List[Any]					   = []
     for char in expression_str:
          if char.isalpha() or char.isdigit():
               postfix.append(__lowercase							)
          elif char == "(":
               stack.push(__lowercase							)
          elif char == ")":
               while not stack.is_empty() and stack.peek() != "(":
                    postfix.append(stack.pop()							)
               stack.pop()
          else:
               while not stack.is_empty() and precedence(__lowercase							) <= precedence(stack.peek()							):
                    postfix.append(stack.pop()							)
               stack.push(__lowercase							)
     while not stack.is_empty():
          postfix.append(stack.pop()							)
     return " ".join(__lowercase							)


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

      testmod()
      lowercase			:      Tuple			=					"""a+b*(c^d-e)^(f+g*h)-i"""

      print("""Infix to Postfix Notation demonstration:\n""")
      print("""Infix notation: """ + expression)
      print("""Postfix notation: """ + infix_to_postfix(expression))



