



import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, Features, Value
from .base import TaskTemplate







@dataclass(frozen=A__		)
class        snake_case__    (A__		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					field(default="automatic-speech-recognition" ,     metadata={"include_in_asdict_even_if_is_default": True}		)
						__lowerCAmelCase					:ClassVar[Features]      =					Features({"audio": Audio()}		)
						__lowerCAmelCase					:ClassVar[Features]      =					Features({"transcription": Value("string"		)}		)
						__lowerCAmelCase					:str      =					"audio"
						__lowerCAmelCase					:str      =					"transcription"

						def 							SCREAMING_SNAKE_CASE__(       self ,       __lowercase  ) ->				Dict:
									"""simple docstring"""




									if self.audio_column not in features:
												raise ValueError(F'''Column {self.audio_column} is not present in features.'''  )
									if not isinstance(features[self.audio_column] ,       __lowercase  ):
												raise ValueError(F'''Column {self.audio_column} is not an Audio type.'''  )
									a__       :						Tuple							=  copy.deepcopy(self  )
									a__       :						Any							=  self.input_schema.copy()
									a__       :						int							=  features[self.audio_column]
									a__       :						str							=  input_schema
									return task_template

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Dict[str, str]:
									"""simple docstring"""




									return {self.audio_column: "audio", self.transcription_column: "transcription"}









from __future__ import annotations

def      lowerCAmelCase_					(  _lowercase    :       float						,       _lowercase    :       float						,       _lowercase    :       float						,       )							->	tuple[str, float]:







			"""simple docstring"""
			if (stress, tangential_force, area).count(0) != 1:
						raise ValueError("""You cannot supply more or less than 2 values""")
			elif stress < 0:
						raise ValueError("""Stress cannot be negative""")
			elif tangential_force < 0:
						raise ValueError("""Tangential Force cannot be negative""")
			elif area < 0:
						raise ValueError("""Area cannot be negative""")
			elif stress == 0:
						return (
						    "stress",
						    tangential_force / area,
						)
			elif tangential_force == 0:
						return (
						    "tangential_force",
						    stress * area,
						)
			else:
						return (
						    "area",
						    tangential_force / stress,
						)


if __name__ == "__main__":
		import doctest

		doctest.testmod()




