

from __future__ import annotations

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

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

class    a__  (   Generic[T]     ):
			"""simple docstring"""







			def __init__(      self , lowercase    )					->  str:
							'''simple docstring'''






							A__            =     value
							A__            =     None
							A__            =     None


			@property
			def        UpperCamelCase						(      self    )					->  List[Any]:
							'''simple docstring'''






							return self._value


			@staticmethod
			def        UpperCamelCase						(      lowercase , lowercase    )					->  List[str]:
							'''simple docstring'''






							if not roota:
											return roota

							if not roota:
											return roota

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

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

							A__            =     RandomizedHeapNode.merge(roota.left , snake_case__    )

							return roota

class    a__  (   Generic[T]     ):
			"""simple docstring"""







			def __init__(      self , lowercase = ()    )					->  List[Any]:
							'''simple docstring'''






							A__            =     None

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


			def        UpperCamelCase						(      self , lowercase    )					->  Any:
							'''simple docstring'''






							A__            =     RandomizedHeapNode.merge(self._root , RandomizedHeapNode(snake_case__    )    )


			def        UpperCamelCase						(      self    )					->  Dict:
							'''simple docstring'''






							A__            =     self.top()

							if self._root is None:
											return None

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

							return result


			def        UpperCamelCase						(      self    )					->  List[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    )					->  Any:
							'''simple docstring'''






							A__            =     None


			def        UpperCamelCase						(      self    )					->  Dict:
							'''simple docstring'''






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

							return result


			def __bool__(      self    )					->  Dict:
							'''simple docstring'''






							return self._root is not None


if __name__ == "__main__":
	import doctest

	doctest.testmod()




from typing import Optional

from ..utils.logging import get_logger
from .audio_classificiation import AudioClassification
from .automatic_speech_recognition import AutomaticSpeechRecognition
from .base import TaskTemplate
from .image_classification import ImageClassification
from .language_modeling import LanguageModeling
from .question_answering import QuestionAnsweringExtractive
from .summarization import Summarization
from .text_classification import TextClassification


lowerCAmelCase__						=	[
    """AutomaticSpeechRecognition""",
    """AudioClassification""",
    """ImageClassification""",
    """LanguageModeling""",
    """QuestionAnsweringExtractive""",
    """Summarization""",
    """TaskTemplate""",
    """TextClassification""",
]

lowerCAmelCase__						=	get_logger(__name__)


lowerCAmelCase__						=	{
    AutomaticSpeechRecognition.task: AutomaticSpeechRecognition,
    AudioClassification.task: AudioClassification,
    ImageClassification.task: ImageClassification,
    LanguageModeling.task: LanguageModeling,
    QuestionAnsweringExtractive.task: QuestionAnsweringExtractive,
    Summarization.task: Summarization,
    TextClassification.task: TextClassification,
}



def    lowerCAmelCase__							(		SCREAMING_SNAKE_CASE_:							dict )     -> Optional[TaskTemplate]:




				'''simple docstring'''





				A__            =     task_template_dict.get("task" )
				if task_name is None:
								logger.warning(F'Couldn\'t find template for task \'{task_name}\'. Available templates: {list(SCREAMING_SNAKE_CASE_ )}' )
								return None
				A__            =     NAMEaTEMPLATE.get(SCREAMING_SNAKE_CASE_ )
				return template.from_dict(SCREAMING_SNAKE_CASE_ )

