



import copy

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


snake_case_         = logging.get_logger(__name__)







class    A_    (  SCREAMING_SNAKE_CASE_       ):



						"""simple docstring"""
						__UpperCamelCase	       =							"""hybrid-clip"""
						__UpperCamelCase	       =							True






						def __init__(      self				:List[str]     ,						lowercase_				:Optional[int]=5_12     ,						**lowercase_				:Tuple      )       ->    str:
												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`.'      )

												UpperCAmelCase    =				kwargs.pop('text_config'      )
												UpperCAmelCase    =				kwargs.pop('vision_config'      )

												UpperCAmelCase    =				text_config.pop('model_type'      )
												UpperCAmelCase    =				vision_config.pop('model_type'      )

												from transformers import AutoConfig

												UpperCAmelCase    =				AutoConfig.for_model(__lowerCamelCase     ,						**__lowerCamelCase      )

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

																		UpperCAmelCase    =				CLIPVisionConfig(**__lowerCamelCase      )
												else:
																		UpperCAmelCase    =				AutoConfig.for_model(__lowerCamelCase     ,						**__lowerCamelCase      )

												UpperCAmelCase    =				projection_dim
												UpperCAmelCase    =				1.0






						@classmethod
						def 			UpperCAmelCase__  (      cls				:Optional[Any]     ,						lowercase_				:Any     ,						lowercase_				:int     ,						**lowercase_				:Tuple      )       ->    Union[str, Any]:
												return cls(text_config=text_config.to_dict()     ,						vision_config=vision_config.to_dict()     ,						**__lowerCamelCase      )






						def 			UpperCAmelCase__  (      self				:Optional[Any]      )       ->    int:
												UpperCAmelCase    =				copy.deepcopy(self.__dict__      )
												UpperCAmelCase    =				self.text_config.to_dict()
												UpperCAmelCase    =				self.vision_config.to_dict()
												UpperCAmelCase    =				self.__class__.model_type
												return output










"""simple docstring"""


from __future__ import annotations

import random
from collections.abc import Iterable
from typing import Any, Generic, TypeVar

snake_case_         = TypeVar("""T""", bound=bool)







class    A_    (  Generic[T]       ):



						"""simple docstring"""






						def __init__(      self				:str     ,						lowercase_				:T      )       ->    None:
												UpperCAmelCase    =				value
												UpperCAmelCase    =				None
												UpperCAmelCase    =				None






						@property
						def 			UpperCAmelCase__  (      self				:Any      )       ->    T:
												return self._value






						@staticmethod
						def 			UpperCAmelCase__  (      lowercase_				:RandomizedHeapNode[T] | None     ,						lowercase_				:RandomizedHeapNode[T] | None      )       ->    RandomizedHeapNode[T] | None:
												if not roota:
																		return roota

												if not roota:
																		return roota

												if roota.value > roota.value:
																		UpperCAmelCase   ,					UpperCAmelCase    =				roota, roota

												if random.choice([True, False]      ):
																		UpperCAmelCase   ,					UpperCAmelCase    =				roota.right, roota.left

												UpperCAmelCase    =				RandomizedHeapNode.merge(roota.left     ,						lowercase_      )

												return roota







class    A_    (  Generic[T]       ):



						"""simple docstring"""






						def __init__(      self				:Optional[Any]     ,						lowercase_				:Iterable[T] | None = ()      )       ->    None:
												UpperCAmelCase    =				None

												if data:
																		for item in data:
																								self.insert(lowercase_      )






						def 			UpperCAmelCase__  (      self				:Dict     ,						lowercase_				:T      )       ->    None:
												UpperCAmelCase    =				RandomizedHeapNode.merge(self._root     ,						RandomizedHeapNode(lowercase_      )      )






						def 			UpperCAmelCase__  (      self				:Dict      )       ->    T | None:
												UpperCAmelCase    =				self.top()

												if self._root is None:
																		return None

												UpperCAmelCase    =				RandomizedHeapNode.merge(self._root.left     ,						self._root.right      )

												return result






						def 			UpperCAmelCase__  (      self				:Tuple      )       ->    T:
												if not self._root:
																		raise IndexError('Can\'t get top element for the empty heap.'      )
												return self._root.value






						def 			UpperCAmelCase__  (      self				:Dict      )       ->    None:
												UpperCAmelCase    =				None






						def 			UpperCAmelCase__  (      self				:Union[str, Any]      )       ->    list[Any]:
												UpperCAmelCase    =				[]
												while self:
																		result.append(self.pop()      )

												return result






						def __bool__(      self				:Optional[Any]      )       ->    bool:
												return self._root is not None


if __name__ == "__main__":
				import doctest

				doctest.testmod()





