

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

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






@dataclass(frozen=A__	)
class 	UpperCAmelCase__		(	A__	):






		"""simple docstring"""


		a									= field(default="image-classification"						,					metadata={"include_in_asdict_even_if_is_default": True}	)
		a									= Features({"image": Image()}	)
		a									= Features({"labels": ClassLabel}	)
		a									= "image"
		a									= "labels"






		def 				lowercase_		(							self						:		Union[str, Any]     ,       __lowerCamelCase						:		str )		->							Tuple:
							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]     ,       __lowerCamelCase ):
												raise ValueError(f'''Column {self.label_column} is not a ClassLabel.''' )
							SCREAMING_SNAKE_CASE__   =   copy.deepcopy(self )
							SCREAMING_SNAKE_CASE__   =   self.label_schema.copy()
							SCREAMING_SNAKE_CASE__   =   features[self.label_column]
							SCREAMING_SNAKE_CASE__   =   label_schema
							return task_template







		@property
		def 				lowercase_		(							self						:		Union[str, Any] )		->							Dict[str, str]:
							return {
							    self.image_column: "image",
							    self.label_column: "labels",
							}





from argparse import ArgumentParser

from .env import EnvironmentCommand
def     UpperCAmelCase_       (						):





     '''simple docstring'''




     SCREAMING_SNAKE_CASE__   =   ArgumentParser('''Diffusers CLI tool'''				,		usage='''diffusers-cli <command> [<args>]'''    )
     SCREAMING_SNAKE_CASE__   =   parser.add_subparsers(help='''diffusers-cli command helpers'''    )

     # Register commands
     EnvironmentCommand.register_subcommand(_A    )

     # Let's go
     SCREAMING_SNAKE_CASE__   =   parser.parse_args()

     if not hasattr(_A				,		'''func'''    ):
          parser.print_help()
          exit(1    )

     # Run
     SCREAMING_SNAKE_CASE__   =   args.func(_A    )
     service.run()


if __name__ == "__main__":
       main()


