




UpperCamelCase__              =						{hex(i)[2:]: i for i in range(1_6)}  # Use [:2] to strip off the leading '0x'






def 					snake_case					(							A			)							->							int:




	'''simple docstring'''


	lowerCamelCase_							:		Any							   =							hex_string.strip().lower()
	if not hex_string:
		raise ValueError('Empty string was passed to the function'			)
	lowerCamelCase_							:		str							   =							hex_string[0] == '-'
	if is_negative:
		lowerCamelCase_							:		Optional[int]							   =							hex_string[1:]
	if not all(char in hex_table for char in hex_string			):
		raise ValueError('Non-hexadecimal value was passed to the function'			)
	lowerCamelCase_							:		int							   =							0
	for char in hex_string:
		lowerCamelCase_							:		Any							   =							16 * decimal_number + hex_table[char]
	return -decimal_number if is_negative else decimal_number


if __name__ == "__main__":
							from doctest import testmod

							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


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 					snake_case					(							A			)							->							Optional[TaskTemplate]:




	'''simple docstring'''


	lowerCamelCase_							:		Any							   =							task_template_dict.get('task'			)
	if task_name is None:
		logger.warning(f"Couldn't find template for task '{task_name}'. Available templates: {list(A			)}"			)
		return None
	lowerCamelCase_							:		Any							   =							NAMEaTEMPLATE.get(A			)
	return template.from_dict(A			)
