




import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
 from PIL import Image



class 			a     (   unittest.TestCase	,   _A			):

     '''simple docstring'''





     def   lowerCamelCase_   (	self   :			Union[str, Any]				):
         UpperCAmelCase_							 =     load_tool('''image-segmentation'''				)
         self.tool.setup()
         UpperCAmelCase_							 =     load_tool('''image-segmentation'''					,    remote=__snake_case				)
     def   lowerCamelCase_   (	self   :			List[Any]				):
         UpperCAmelCase_							 =     Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''				)				) / '''000000039769.png'''				)
         UpperCAmelCase_							 =     self.tool(__snake_case					,    '''cat'''				)
         self.assertTrue(isinstance(__snake_case					,    Image.Image				)				)
     def   lowerCamelCase_   (	self   :			str				):
         UpperCAmelCase_							 =     Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''				)				) / '''000000039769.png'''				)
         UpperCAmelCase_							 =     self.remote_tool(__snake_case					,    '''cat'''				)
         self.assertTrue(isinstance(__snake_case					,    Image.Image				)				)
     def   lowerCamelCase_   (	self   :			Tuple				):
         UpperCAmelCase_							 =     Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''				)				) / '''000000039769.png'''				)
         UpperCAmelCase_							 =     self.tool(image=__snake_case					,    label='''cat'''				)
         self.assertTrue(isinstance(__snake_case					,    Image.Image				)				)




     def   lowerCamelCase_   (	self   :			List[Any]				):
         UpperCAmelCase_							 =     Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''				)				) / '''000000039769.png'''				)
         UpperCAmelCase_							 =     self.remote_tool(image=__snake_case					,    label='''cat'''				)
         self.assertTrue(isinstance(__snake_case					,    Image.Image				)				)










from dataclasses import dataclass
from typing import Callable, Optional

import datasets







@dataclass
class 							a_  (		datasets.BuilderConfig				):
						UpperCamelCase__      :						Optional[Callable]				       =None
						UpperCamelCase__      :						Optional[dict]				       =None
						UpperCamelCase__      :						Optional[datasets.Features]				       =None

						def 	__a       (    self	:List[str])		->					List[str]:
												assert self.generator is not None, "generator must be specified"

												if self.gen_kwargs is None:
																		UpperCAmelCase_     							=     {}







class 							a_  (		datasets.GeneratorBasedBuilder				):
						UpperCamelCase__      :						List[str]				       =GeneratorConfig

						def 	__a       (    self	:List[str])		->					List[Any]:
												return datasets.DatasetInfo(features=self.config.features)

						def 	__a       (    self	:Optional[Any]   ,						_lowercase	:List[str])		->					Optional[Any]:
												return [datasets.SplitGenerator(name=datasets.Split.TRAIN   ,						gen_kwargs=self.config.gen_kwargs)]




						def 	__a       (    self	:Optional[int]   ,						**_lowercase	:str)		->					Union[str, Any]:
												for idx, ex in enumerate(self.config.generator(**_lowercase)):
																		yield idx, ex





