





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

_UpperCAmelCase										=					get_logger(__name__)


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




def 			lowerCAmelCase_			(				UpperCamelCase_	)  ->		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_	)




def  _snake_case		(snake_case_					:     float  )							->		int:
  if num < 0:
    return -1
  return 1 if num else 0





def  _snake_case		()							->		None:
  assert signum(5  ) == 1
  assert signum(-5  ) == -1
  assert signum(0  ) == 0


if __name__ == "__main__":
      print(signum(1_2))
      print(signum(-1_2))
      print(signum(0))





