



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

from ..features import Audio, ClassLabel, Features
from .base import TaskTemplate
@dataclass(frozen=_UpperCAmelCase			)
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  str      =			field(default="""audio-classification"""    ,					metadata={"""include_in_asdict_even_if_is_default""": True}			)
			lowercase__      :  ClassVar[Features]      =			Features({"""audio""": Audio()}			)
			lowercase__      :  ClassVar[Features]      =			Features({"""labels""": ClassLabel}			)
			lowercase__      :  str      =			"audio"
			lowercase__      :  str      =			"labels"





			def 		snake_case__			(				self	:       Any			,     lowercase	:       List[Any]   )						->					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]			,     lowercase   ):
															raise ValueError(F"Column {self.label_column} is not a ClassLabel."   )
									__lowercase					=				copy.deepcopy(self   )
									__lowercase					=				self.label_schema.copy()
									__lowercase					=				features[self.label_column]
									__lowercase					=				label_schema
									return task_template







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







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










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

from ..features import Features, Value
from .base import TaskTemplate
@dataclass(frozen=_UpperCAmelCase			)
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  str      =			field(default="""summarization"""    ,					metadata={"""include_in_asdict_even_if_is_default""": True}			)
			lowercase__      :  ClassVar[Features]      =			Features({"""text""": Value("""string"""			)}			)
			lowercase__      :  ClassVar[Features]      =			Features({"""summary""": Value("""string"""			)}			)
			lowercase__      :  str      =			"text"
			lowercase__      :  str      =			"summary"





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







									return {self.text_column: "text", self.summary_column: "summary"}





