'''simple docstring'''




import warnings

from ...utils import logging
from .image_processing_clip import CLIPImageProcessor


_lowercase		:				List[str]	       =		logging.get_logger(__name__)





class 					__magic_name__		(					_UpperCAmelCase):







			def __init__(			self       :						int       ,    *lowercase_       :						List[Any]       ,    **lowercase_       :						Any					):
										warnings.warn(
										    """The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"""
										    """ use CLIPImageProcessor instead."""       ,    lowercase_       ,    )
										super().__init__(*lowercase_       ,    **lowercase_					)






'''simple docstring'''




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

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





@dataclass(frozen=_UpperCAmelCase)
class 					__magic_name__		(					_UpperCAmelCase):
			UpperCamelCase__       = field(default='''image-classification''',  metadata={'''include_in_asdict_even_if_is_default''': True})
			UpperCamelCase__       = Features({'''image''': Image()})
			UpperCamelCase__       = Features({'''labels''': ClassLabel})
			UpperCamelCase__       = "image"
			UpperCamelCase__       = "labels"







			def 			SCREAMING_SNAKE_CASE_  (			self       :						Tuple       ,    lowercase_       :						str					):
										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_      :    List[str]       		= copy.deepcopy(self					)
										lowercase_      :    List[str]       		= self.label_schema.copy()
										lowercase_      :    List[Any]       		= features[self.label_column]
										lowercase_      :    Optional[Any]       		= label_schema
										return task_template







			@property
			def 			SCREAMING_SNAKE_CASE_  (			self       :						int					):
										return {
										    self.image_column: "image",
										    self.label_column: "labels",
										}





