




"""simple docstring"""


from math import pow, sqrt



def 	lowercase_				(			*__UpperCAmelCase				)						->    bool:
      lowerCAmelCase__      :			List[str]   =	len(__UpperCAmelCase				) > 0 and all(value > 0.0 for value in values				)
      return result



def 	lowercase_				(			__UpperCAmelCase    ,		__UpperCAmelCase				)						->    float | ValueError:
      return (
          round(sqrt(molar_mass_a / molar_mass_a				)    ,		6				)
          if validate(__UpperCAmelCase    ,		__UpperCAmelCase				)
          else ValueError("""Input Error: Molar mass values must greater than 0."""				)
      )



def 	lowercase_				(			__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)						->    float | ValueError:
      return (
          round(effusion_rate * sqrt(molar_mass_a / molar_mass_a				)    ,		6				)
          if validate(__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)
          else ValueError(
              """Input Error: Molar mass and effusion rate values must greater than 0."""				)
      )



def 	lowercase_				(			__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)						->    float | ValueError:
      return (
          round(effusion_rate / sqrt(molar_mass_a / molar_mass_a				)    ,		6				)
          if validate(__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)
          else ValueError(
              """Input Error: Molar mass and effusion rate values must greater than 0."""				)
      )



def 	lowercase_				(			__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)						->    float | ValueError:
      return (
          round(molar_mass / pow(effusion_rate_a / effusion_rate_a    ,		2				)    ,		6				)
          if validate(__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)
          else ValueError(
              """Input Error: Molar mass and effusion rate values must greater than 0."""				)
      )



def 	lowercase_				(			__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)						->    float | ValueError:
      return (
          round(pow(effusion_rate_a / effusion_rate_a    ,		2				) / molar_mass    ,		6				)
          if validate(__UpperCAmelCase    ,		__UpperCAmelCase    ,		__UpperCAmelCase				)
          else ValueError(
              """Input Error: Molar mass and effusion rate values must greater than 0."""				)
      )











"""simple docstring"""


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

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


@dataclass(frozen=a_						)
class _lowerCamelCase    (					a_						):
   _lowerCamelCase    :str     				=     field(default="audio-classification"       ,	metadata={"include_in_asdict_even_if_is_default": True}						)
   _lowerCamelCase    :ClassVar[Features]     				=     Features({"audio": Audio()}						)
   _lowerCamelCase    :ClassVar[Features]     				=     Features({"labels": ClassLabel}						)
   _lowerCamelCase    :str     				=     "audio"
   _lowerCamelCase    :str     				=     "labels"






   def 	_lowerCAmelCase   (		self       :		str   ,     UpperCamelCase       :		Optional[int]   )			->						Union[str, Any]:

         """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."""   )
         lowerCAmelCase__      :			str   =	copy.deepcopy(self   )
         lowerCAmelCase__      :			Optional[int]   =	self.label_schema.copy()
         lowerCAmelCase__      :			List[Any]   =	features[self.label_column]
         lowerCAmelCase__      :			Optional[int]   =	label_schema
         return task_template






   @property
   def 	_lowerCAmelCase   (		self       :		List[Any]   )			->						Dict[str, str]:

         """simple docstring"""
         return {
             self.audio_column: "audio",
             self.label_column: "labels",
         }





