




'''simple docstring'''

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

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






@dataclass(frozen=_lowerCamelCase     )
class 						a				(   _lowerCamelCase     ):
				snake_case_      =		field(default="automatic-speech-recognition"   ,     metadata={"include_in_asdict_even_if_is_default": True}     )
				snake_case_      =		Features({"audio": Audio()}     )
				snake_case_      =		Features({"transcription": Value("string"     )}     )
				snake_case_      =		"audio"
				snake_case_      =		"transcription"


				def   A_ (		self    :					Any       ,				lowercase_    :					Optional[int]					):
									if self.audio_column not in features:
														raise ValueError(F"Column {self.audio_column} is not present in features."					)
									if not isinstance(features[self.audio_column]       ,				lowercase_					):
														raise ValueError(F"Column {self.audio_column} is not an Audio type."					)
									snake_case_									=				copy.deepcopy(self					)
									snake_case_									=				self.input_schema.copy()
									snake_case_									=				features[self.audio_column]
									snake_case_									=				input_schema
									return task_template


				@property
				def   A_ (		self    :					Any					):
									return {self.audio_column: "audio", self.transcription_column: "transcription"}



from __future__ import annotations





class       _snake_case					:







			def __init__(				self						,   _a		):
				__magic_name__		:		Optional[Any]	   =     data
				__magic_name__		:		Node | None	   =     None
				__magic_name__		:		Node | None	   =     None







def   lowerCAmelCase_						(					_snake_case      :  Node | None   )				->		None:  # In Order traversal of the tree







	'''simple docstring'''


	if tree:
		display(tree.left   )
		print(tree.data   )
		display(tree.right   )






def   lowerCAmelCase_						(					_snake_case      :  Node | None   )				->		int:







	'''simple docstring'''


	return 1 + max(depth_of_tree(tree.left   )      ,   depth_of_tree(tree.right   )   ) if tree else 0






def   lowerCAmelCase_						(					_snake_case      :  Node   )				->		bool:







	'''simple docstring'''


	if not tree:
		return True
	if tree.left and tree.right:
		return is_full_binary_tree(tree.left   ) and is_full_binary_tree(tree.right   )
	else:
		return not tree.left and not tree.right






def   lowerCAmelCase_						(					)				->		None:  # Main function for testing.







	'''simple docstring'''


	__magic_name__		:		int	   =     Node(1   )
	__magic_name__		:		Union[str, Any]	   =     Node(2   )
	__magic_name__		:		Tuple	   =     Node(3   )
	__magic_name__		:		Optional[Any]	   =     Node(4   )
	__magic_name__		:		Union[str, Any]	   =     Node(5   )
	__magic_name__		:		Any	   =     Node(6   )
	__magic_name__		:		int	   =     Node(7   )
	__magic_name__		:		List[str]	   =     Node(8   )
	__magic_name__		:		Union[str, Any]	   =     Node(9   )

	print(is_full_binary_tree(_snake_case   )   )
	print(depth_of_tree(_snake_case   )   )
	print("Tree is: "   )
	display(_snake_case   )


if __name__ == "__main__":
				main()
