





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   __lowerCAmelCase			(					UpperCamelCase_  ):
   _UpperCamelCase :						Any     		=				field(default="""image-classification"""		,metadata={"""include_in_asdict_even_if_is_default""": True}  )
   _UpperCamelCase :						Union[str, Any]     		=				Features({"""image""": Image()}  )
   _UpperCamelCase :						Optional[Any]     		=				Features({"""labels""": ClassLabel}  )
   _UpperCamelCase :						List[str]     		=				"""image"""
   _UpperCamelCase :						Any     		=				"""labels"""





   def 	_snake_case ( self					,			snake_case      )				->  str:
      """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]					,			UpperCamelCase__      ):
         raise ValueError(F"""Column {self.label_column} is not a ClassLabel."""      )
      a__	:						Optional[int]      		=  copy.deepcopy(self      )
      a__	:						Any      		=  self.label_schema.copy()
      a__	:						Optional[Any]      		=  features[self.label_column]
      a__	:						Union[str, Any]      		=  label_schema
      return task_template





   @property
   def 	_snake_case ( self      )				->  str:
      """simple docstring"""





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






SCREAMING_SNAKE_CASE__       :			Union[str, Any]			      =						9.80665






def       _A  (      lowerCamelCase							, lowerCamelCase							, lowerCamelCase = g   ):

   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()

