"""simple docstring"""







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


UpperCamelCase_       :       Tuple							   =		[
    """AutomaticSpeechRecognition""",
    """AudioClassification""",
    """ImageClassification""",
    """LanguageModeling""",
    """QuestionAnsweringExtractive""",
    """Summarization""",
    """TaskTemplate""",
    """TextClassification""",
]

UpperCamelCase_       :       Dict							   =		get_logger(__name__)


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


def   a__      (		UpperCAmelCase__       :			dict			)->	Optional[TaskTemplate]:
						UpperCAmelCase__						=		task_template_dict.get("""task"""			)
						if task_name is None:
												logger.warning(f'Couldn\'t find template for task \'{task_name}\'. Available templates: {list(UpperCAmelCase__			)}'			)
												return None
						UpperCAmelCase__						=		NAMEaTEMPLATE.get(UpperCAmelCase__			)
						return template.from_dict(UpperCAmelCase__			)


"""simple docstring"""







def   a__      (		UpperCAmelCase__       :			list[int]			)->	int:
						UpperCAmelCase__						=		len(UpperCAmelCase__			)
						if n in (0, 1):
												return 0
						return sum(query * (n - i - 1) for i, query in enumerate(sorted(UpperCAmelCase__			)			)			)


if __name__ == "__main__":
						import doctest

						doctest.testmod()

