




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

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





@dataclass(frozen=_SCREAMING_SNAKE_CASE )
class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 lowercase_       =   field(default="audio-classification"	,       metadata={"include_in_asdict_even_if_is_default": True} )
 lowercase_       =   Features({"audio": Audio()} )
 lowercase_       =   Features({"labels": ClassLabel} )
 lowercase_       =   "audio"
 lowercase_       =   "labels"



 def 				lowerCAmelCase_  (							self  :		List[str]    ,    _lowerCAmelCase  :		Dict						):
       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]    ,    _lowerCAmelCase						):
             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 				lowerCAmelCase_  (							self  :		Dict						):
       return {
           self.audio_column: "audio",
           self.label_column: "labels",
       }





from abc import ABC, abstractmethod
from argparse import ArgumentParser





class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 @staticmethod
 @abstractmethod
 def 				lowerCAmelCase_  (							_lowerCAmelCase  :		ArgumentParser						):
       raise NotImplementedError()




 @abstractmethod
 def 				lowerCAmelCase_  (							self  :		Dict						):
       raise NotImplementedError()