




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_							):
    lowercase__						 =				field(default='''image-classification''',       metadata={'''include_in_asdict_even_if_is_default''': True}							)
    lowercase__						 =				Features({'''image''': Image()}							)
    lowercase__						 =				Features({'''labels''': ClassLabel}							)
    lowercase__						 =				'''image'''
    lowercase__						 =				'''labels'''




    def 							__magic_name__							(   self						:	List[str]     ,			snake_case_						:	str				)				->							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]     ,			snake_case_				):
      raise ValueError(F"""Column {self.label_column} is not a ClassLabel."""				)
     A__	=    copy.deepcopy(self				)
     A__	=    self.label_schema.copy()
     A__	=    features[self.label_column]
     A__	=    label_schema
     return task_template




    @property
    def 							__magic_name__							(   self						:	Any				)				->							Dict[str, str]:




     '''simple docstring'''

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











"""simple docstring"""



from argparse import ArgumentParser

from .env import EnvironmentCommand







def   _SCREAMING_SNAKE_CASE       (							)						->		List[Any]:
 A__	=    ArgumentParser("Diffusers CLI tool"      ,			usage="diffusers-cli <command> [<args>]"						)
 A__	=    parser.add_subparsers(help="diffusers-cli command helpers"						)

 # Register commands
 EnvironmentCommand.register_subcommand(lowercase_						)

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

 if not hasattr(lowercase_      ,			"func"						):
  parser.print_help()
  exit(1						)

 # Run
 A__	=    args.func(lowercase_						)
 service.run()


if __name__ == "__main__":
      main()





