



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

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





@dataclass(frozen=lowerCAmelCase__    )
class 			__magic_name__ (				lowerCAmelCase__    ):
		lowercase   :							str        =field(default='''image-classification''',	metadata={'''include_in_asdict_even_if_is_default''': True}    )
		lowercase   :							ClassVar[Features]        =Features({'''image''': Image()}    )
		lowercase   :							ClassVar[Features]        =Features({'''labels''': ClassLabel}    )
		lowercase   :							str        ="image"
		lowercase   :							str        ="labels"






		def SCREAMING_SNAKE_CASE_      (    self   :  Any					,		UpperCamelCase__   :  Optional[Any]   )					->       Optional[int]:
								'''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]					,		__a   ):
														raise ValueError(F'Column {self.label_column} is not a ClassLabel.'   )
								UpperCAmelCase								=  copy.deepcopy(self   )
								UpperCAmelCase								=  self.label_schema.copy()
								UpperCAmelCase								=  features[self.label_column]
								UpperCAmelCase								=  label_schema
								return task_template







		@property
		def SCREAMING_SNAKE_CASE_      (    self   :  str   )					->       str:
								'''simple docstring'''







								return {
								    self.image_column: "image",
								    self.label_column: "labels",
								}







"""simple docstring"""


from __future__ import annotations
class     _UpperCamelCase    :
							'''simple docstring'''







							def __init__(	self       ,  __a=None      ):
										__lowerCAmelCase							       =     data
										__lowerCAmelCase							       =     None



							def __repr__(	self      ):
										__lowerCAmelCase							       =     []
										__lowerCAmelCase							       =     self
										while temp:
													string_rep.append(f"{temp.data}"      )
													__lowerCAmelCase							       =     temp.next
										return "->".join(__a      )


def _lowerCamelCase      (						_UpperCamelCase ):

			'''simple docstring'''




			if not elements_list:
						raise Exception("The Elements List is empty" )

			__lowerCAmelCase							       =     __lowerCAmelCase							       =     Node(elements_list[0] )
			for i in range(1       ,					len(_UpperCamelCase ) ):
						__lowerCAmelCase							       =     Node(elements_list[i] )
						__lowerCAmelCase							       =     current.next
			return head


def _lowerCamelCase      (						_UpperCamelCase ):

			'''simple docstring'''




			if head_node is not None and isinstance(_UpperCamelCase       ,					_UpperCamelCase ):
						print_reverse(head_node.next )
						print(head_node.data )


def _lowerCamelCase      (						):

			'''simple docstring'''




			from doctest import testmod

			testmod()

			__lowerCAmelCase							       =     make_linked_list([14, 52, 14, 12, 43] )
			print("Linked List:" )
			print(_UpperCamelCase )
			print("Elements in Reverse:" )
			print_reverse(_UpperCamelCase )


if __name__ == "__main__":
	main()




