



'''simple docstring'''




from typing import List, Union

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


UpperCamelCase__	:     List[Any]    =			logging.get_logger(__name__)

UpperCamelCase__	:     str    =			{
    '''allenai/led-base-16384''': '''https://huggingface.co/allenai/led-base-16384/resolve/main/config.json''',
    # See all LED models at https://huggingface.co/models?filter=led
}






class 						_UpperCamelCase  (							lowerCamelCase__   ):


			'''simple docstring'''

			_A				:		str         =		'''led'''
			_A				:		List[Any]         =		{
			    '''num_attention_heads''': '''encoder_attention_heads''',
			    '''hidden_size''': '''d_model''',
			    '''attention_probs_dropout_prob''': '''attention_dropout''',
			    '''initializer_range''': '''init_std''',
			}

			def __init__(							self					:			Optional[int]							,					lowerCAmelCase__					:			List[Any]=5_0_2_6_5							,					lowerCAmelCase__					:			Union[str, Any]=1_6_3_8_4							,					lowerCAmelCase__					:			Tuple=1_0_2_4							,					lowerCAmelCase__					:			Optional[int]=1_2							,					lowerCAmelCase__					:			List[Any]=4_0_9_6							,					lowerCAmelCase__					:			Tuple=1_6							,					lowerCAmelCase__					:			List[Any]=1_2							,					lowerCAmelCase__					:			List[Any]=4_0_9_6							,					lowerCAmelCase__					:			Any=1_6							,					lowerCAmelCase__					:			int=0.0							,					lowerCAmelCase__					:			Optional[Any]=0.0							,					lowerCAmelCase__					:			Optional[Any]=True							,					lowerCAmelCase__					:			Optional[Any]=True							,					lowerCAmelCase__					:			List[Any]="gelu"							,					lowerCAmelCase__					:			Dict=1_0_2_4							,					lowerCAmelCase__					:			Optional[Any]=0.1							,					lowerCAmelCase__					:			Dict=0.0							,					lowerCAmelCase__					:			List[Any]=0.0							,					lowerCAmelCase__					:			int=0.02							,					lowerCAmelCase__					:			List[Any]=2							,					lowerCAmelCase__					:			Tuple=0.0							,					lowerCAmelCase__					:			List[str]=1							,					lowerCAmelCase__					:			Any=0							,					lowerCAmelCase__					:			List[Any]=2							,					lowerCAmelCase__					:			Union[List[int], int] = 5_1_2							,					**lowerCAmelCase__					:			Optional[Any]							,					):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		Tuple   	=		vocab_size
					__SCREAMING_SNAKE_CASE	:		Tuple   	=		max_encoder_position_embeddings
					__SCREAMING_SNAKE_CASE	:		Tuple   	=		max_decoder_position_embeddings
					__SCREAMING_SNAKE_CASE	:		List[str]   	=		d_model
					__SCREAMING_SNAKE_CASE	:		Optional[int]   	=		encoder_ffn_dim
					__SCREAMING_SNAKE_CASE	:		Tuple   	=		encoder_layers
					__SCREAMING_SNAKE_CASE	:		List[str]   	=		encoder_attention_heads
					__SCREAMING_SNAKE_CASE	:		Optional[Any]   	=		decoder_ffn_dim
					__SCREAMING_SNAKE_CASE	:		List[str]   	=		decoder_layers
					__SCREAMING_SNAKE_CASE	:		Dict   	=		decoder_attention_heads
					__SCREAMING_SNAKE_CASE	:		Tuple   	=		dropout
					__SCREAMING_SNAKE_CASE	:		List[Any]   	=		attention_dropout
					__SCREAMING_SNAKE_CASE	:		List[str]   	=		activation_dropout
					__SCREAMING_SNAKE_CASE	:		Any   	=		activation_function
					__SCREAMING_SNAKE_CASE	:		List[Any]   	=		init_std
					__SCREAMING_SNAKE_CASE	:		Any   	=		encoder_layerdrop
					__SCREAMING_SNAKE_CASE	:		Union[str, Any]   	=		decoder_layerdrop
					__SCREAMING_SNAKE_CASE	:		Any   	=		classifier_dropout
					__SCREAMING_SNAKE_CASE	:		Any   	=		use_cache
					__SCREAMING_SNAKE_CASE	:		Dict   	=		encoder_layers
					__SCREAMING_SNAKE_CASE	:		Optional[Any]   	=		attention_window

					super().__init__(
					    pad_token_id=lowerCAmelCase__							,					bos_token_id=lowerCAmelCase__							,					eos_token_id=lowerCAmelCase__							,					is_encoder_decoder=lowerCAmelCase__							,					decoder_start_token_id=lowerCAmelCase__							,					**lowerCAmelCase__							,					)





'''simple docstring'''




from __future__ import annotations

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

UpperCamelCase__	:     str    =			TypeVar('''T''', bound=bool)






class 						_UpperCamelCase  (							Generic[T]   ):


			'''simple docstring'''

			def __init__(							self					:			str							,					lowerCAmelCase__					:			T						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		T   	=		value
					__SCREAMING_SNAKE_CASE	:		RandomizedHeapNode[T] | None   	=		None
					__SCREAMING_SNAKE_CASE	:		RandomizedHeapNode[T] | None   	=		None

			@property
			def UpperCamelCase__ (							self					:			Any						):





					"""simple docstring"""






					return self._value



			@staticmethod
			def UpperCamelCase__ (							lowerCAmelCase__					:			RandomizedHeapNode[T] | None							,					lowerCAmelCase__					:			RandomizedHeapNode[T] | None						):





					"""simple docstring"""






					if not roota:
							return roota

					if not roota:
							return roota

					if roota.value > roota.value:
							__SCREAMING_SNAKE_CASE	,						__SCREAMING_SNAKE_CASE	:		List[str]   	=		roota, roota

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

					__SCREAMING_SNAKE_CASE	:		Tuple   	=		RandomizedHeapNode.merge(roota.left							,					lowerCAmelCase__						)

					return roota






class 						_UpperCamelCase  (							Generic[T]   ):


			'''simple docstring'''

			def __init__(							self					:			Optional[int]							,					lowerCAmelCase__					:			Iterable[T] | None = ()						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		RandomizedHeapNode[T] | None   	=		None

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

			def UpperCamelCase__ (							self					:			Dict							,					lowerCAmelCase__					:			T						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		Dict   	=		RandomizedHeapNode.merge(self._root							,					RandomizedHeapNode(lowerCAmelCase__						)						)

			def UpperCamelCase__ (							self					:			Union[str, Any]						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		Tuple   	=		self.top()

					if self._root is None:
							return None

					__SCREAMING_SNAKE_CASE	:		Union[str, Any]   	=		RandomizedHeapNode.merge(self._root.left							,					self._root.right						)

					return result

			def UpperCamelCase__ (							self					:			Union[str, Any]						):





					"""simple docstring"""






					if not self._root:
							raise IndexError("""Can't get top element for the empty heap."""						)
					return self._root.value

			def UpperCamelCase__ (							self					:			List[Any]						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		List[str]   	=		None

			def UpperCamelCase__ (							self					:			Optional[Any]						):





					"""simple docstring"""






					__SCREAMING_SNAKE_CASE	:		int   	=		[]
					while self:
							result.append(self.pop()						)

					return result



			def __bool__(							self					:			List[Any]						):





					"""simple docstring"""






					return self._root is not None


if __name__ == "__main__":
						import doctest

						doctest.testmod()