



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

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate

@dataclass(frozen=UpperCamelCase_	)
class        UpperCAmelCase_  (       UpperCamelCase_	):

						'''simple docstring'''




						UpperCamelCase__      :			str      =  field(default='''image-classification'''   ,   metadata={'''include_in_asdict_even_if_is_default''': True}	)
						UpperCamelCase__      :			ClassVar[Features]      =  Features({'''image''': Image()}	)
						UpperCamelCase__      :			ClassVar[Features]      =  Features({'''labels''': ClassLabel}	)
						UpperCamelCase__      :			str      =  "image"
						UpperCamelCase__      :			str      =  "labels"






						def 	_A     (   self				,							_A		):







													'''simple docstring'''

													if self.label_column not in features:
																				raise ValueError(f"""Column {self.label_column} is not present in features."""		)
													if not isinstance(features[self.label_column]				,							_A		):
																				raise ValueError(f"""Column {self.label_column} is not a ClassLabel."""		)
													__SCREAMING_SNAKE_CASE									= copy.deepcopy(self		)
													__SCREAMING_SNAKE_CASE									= self.label_schema.copy()
													__SCREAMING_SNAKE_CASE									= features[self.label_column]
													__SCREAMING_SNAKE_CASE									= label_schema
													return task_template






						@property
						def 	_A     (   self		):







													'''simple docstring'''

													return {
													    self.image_column: "image",
													    self.label_column: "labels",
													}











lowerCAmelCase__		:					Optional[int]							=9.80_665






def      __lowercase       (			a__							,       a__							,       a__ = g       )    ->			float:

							if fluid_density <= 0:
														raise ValueError('Impossible fluid density'       )
							if volume < 0:
														raise ValueError('Impossible Object volume'       )
							if gravity <= 0:
														raise ValueError('Impossible Gravity'       )

							return fluid_density * gravity * volume


if __name__ == "__main__":
			import doctest

			# run doctest
			doctest.testmod()






