





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

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


@dataclass(frozen=__lowerCamelCase      )
class 						lowerCamelCase       (__lowerCamelCase      ):







		"""simple docstring"""




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






		def  A_     ( self     :					int,			_UpperCAmelCase     :					Union[str, Any]						)				->			Tuple:





									"""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.'''						)
									SCREAMING_SNAKE_CASE__       :      Optional[Any]     =						copy.deepcopy(self						)
									SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						self.label_schema.copy()
									SCREAMING_SNAKE_CASE__       :      Tuple     =						features[self.label_column]
									SCREAMING_SNAKE_CASE__       :      Tuple     =						label_schema
									return task_template






		@property
		def  A_     ( self     :					int						)				->			Dict[str, str]:





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













def _a (  SCREAMING_SNAKE_CASE__      :  int       )	->    str:

							'''simple docstring'''






							if isinstance(SCREAMING_SNAKE_CASE__			,				SCREAMING_SNAKE_CASE__       ):
														raise TypeError("'float' object cannot be interpreted as an integer"       )
							if isinstance(SCREAMING_SNAKE_CASE__			,				SCREAMING_SNAKE_CASE__       ):
														raise TypeError("'str' object cannot be interpreted as an integer"       )

							if num == 0:
														return "0b0"

							SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						False

							if num < 0:
														SCREAMING_SNAKE_CASE__       :      Any     =						True
														SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						-num

							SCREAMING_SNAKE_CASE__       :      list[int]     =						[]
							while num > 0:
														binary.insert(0			,				num % 2       )
														num >>= 1

							if negative:
														return "-0b" + "".join(str(SCREAMING_SNAKE_CASE__       ) for e in binary       )

							return "0b" + "".join(str(SCREAMING_SNAKE_CASE__       ) for e in binary       )


if __name__ == "__main__":
		import doctest

		doctest.testmod()






