

"""simple docstring"""




import sys
import tempfile
import unittest
import unittest.mock as mock
from pathlib import Path

from huggingface_hub import HfFolder, delete_repo
from requests.exceptions import HTTPError

from transformers import AutoImageProcessor, ViTImageProcessor
from transformers.testing_utils import TOKEN, USER, get_tests_dir, is_staging_test


sys.path.append(str(Path(__file__).parent.parent / """utils"""))

from test_module.custom_image_processing import CustomImageProcessor  # noqa E402


_UpperCAmelCase		:       Tuple						    =	get_tests_dir("""fixtures""")







class 			lowercase    (	unittest.TestCase      ):




				def    a							( self	):
											# A mock response for an HTTP head request to emulate server down
											snake_case_          =   mock.Mock()
											snake_case_          =   500
											snake_case_          =   {}
											snake_case_          =   HTTPError
											snake_case_          =   {}

											# Download this model to make sure it's in the cache.
											snake_case_          =   ViTImageProcessor.from_pretrained('hf-internal-testing/tiny-random-vit'	)
											# Under the mock environment we get a 500 error when trying to reach the model.
											with mock.patch('requests.Session.request'				,       return_value=snake_case	) as mock_head:
																		snake_case_          =   ViTImageProcessor.from_pretrained('hf-internal-testing/tiny-random-vit'	)
																		# This check we did call the fake head request
																		mock_head.assert_called()




				def    a							( self	):
											# This test is for deprecated behavior and can be removed in v5
											snake_case_          =   ViTImageProcessor.from_pretrained(
											    'https://huggingface.co/hf-internal-testing/tiny-random-vit/resolve/main/preprocessor_config.json'	)




				def    a							( self	):
											with self.assertRaises(snake_case	):
																		# config is in subfolder, the following should not work without specifying the subfolder
																		snake_case_          =   AutoImageProcessor.from_pretrained('hf-internal-testing/stable-diffusion-all-variants'	)

											snake_case_          =   AutoImageProcessor.from_pretrained(
											    'hf-internal-testing/stable-diffusion-all-variants'				,       subfolder='feature_extractor'	)

											self.assertIsNotNone(snake_case	)







@is_staging_test
class 			lowercase    (	unittest.TestCase      ):




				@classmethod
				def    a							( cls	):
											snake_case_          =   TOKEN
											HfFolder.save_token(snake_case	)




				@classmethod
				def    a							( cls	):
											try:
																		delete_repo(token=cls._token				,       repo_id='test-image-processor'	)
											except HTTPError:
																		pass

											try:
																		delete_repo(token=cls._token				,       repo_id='valid_org/test-image-processor-org'	)
											except HTTPError:
																		pass

											try:
																		delete_repo(token=cls._token				,       repo_id='test-dynamic-image-processor'	)
											except HTTPError:
																		pass




				def    a							( self	):
											snake_case_          =   ViTImageProcessor.from_pretrained(snake_case	)
											image_processor.push_to_hub('test-image-processor'				,       use_auth_token=self._token	)

											snake_case_          =   ViTImageProcessor.from_pretrained(F'''{USER}/test-image-processor'''	)
											for k, v in image_processor.__dict__.items():
																		self.assertEqual(snake_case				,       getattr(snake_case				,       snake_case	)	)

											# Reset repo
											delete_repo(token=self._token				,       repo_id='test-image-processor'	)

											# Push to hub via save_pretrained
											with tempfile.TemporaryDirectory() as tmp_dir:
																		image_processor.save_pretrained(
																		    snake_case				,       repo_id='test-image-processor'				,       push_to_hub=snake_case				,       use_auth_token=self._token	)

											snake_case_          =   ViTImageProcessor.from_pretrained(F'''{USER}/test-image-processor'''	)
											for k, v in image_processor.__dict__.items():
																		self.assertEqual(snake_case				,       getattr(snake_case				,       snake_case	)	)




				def    a							( self	):
											snake_case_          =   ViTImageProcessor.from_pretrained(snake_case	)
											image_processor.push_to_hub('valid_org/test-image-processor'				,       use_auth_token=self._token	)

											snake_case_          =   ViTImageProcessor.from_pretrained('valid_org/test-image-processor'	)
											for k, v in image_processor.__dict__.items():
																		self.assertEqual(snake_case				,       getattr(snake_case				,       snake_case	)	)

											# Reset repo
											delete_repo(token=self._token				,       repo_id='valid_org/test-image-processor'	)

											# Push to hub via save_pretrained
											with tempfile.TemporaryDirectory() as tmp_dir:
																		image_processor.save_pretrained(
																		    snake_case				,       repo_id='valid_org/test-image-processor-org'				,       push_to_hub=snake_case				,       use_auth_token=self._token	)

											snake_case_          =   ViTImageProcessor.from_pretrained('valid_org/test-image-processor-org'	)
											for k, v in image_processor.__dict__.items():
																		self.assertEqual(snake_case				,       getattr(snake_case				,       snake_case	)	)




				def    a							( self	):
											CustomImageProcessor.register_for_auto_class()
											snake_case_          =   CustomImageProcessor.from_pretrained(snake_case	)

											image_processor.push_to_hub('test-dynamic-image-processor'				,       use_auth_token=self._token	)

											# This has added the proper auto_map field to the config
											self.assertDictEqual(
											    image_processor.auto_map				,       {'AutoImageProcessor': 'custom_image_processing.CustomImageProcessor'}				,       )

											snake_case_          =   AutoImageProcessor.from_pretrained(
											    F'''{USER}/test-dynamic-image-processor'''				,       trust_remote_code=snake_case	)
											# Can't make an isinstance check because the new_image_processor is from the CustomImageProcessor class of a dynamic module
											self.assertEqual(new_image_processor.__class__.__name__				,       'CustomImageProcessor'	)







from __future__ import annotations





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__ = None       ,							UpperCamelCase__ = None				):







							'''simple docstring'''






							if start is None:
														snake_case_          =   0

							if end is None:
														snake_case_          =   len(UpperCamelCase__				) - 1

							if start >= end:
														return

							snake_case_          =   (start + end) // 2

							slowsort(UpperCamelCase__       ,							UpperCamelCase__       ,							UpperCamelCase__				)
							slowsort(UpperCamelCase__       ,							mid + 1       ,							UpperCamelCase__				)

							if sequence[end] < sequence[mid]:
														snake_case_    ,   snake_case_          =   sequence[mid], sequence[end]

							slowsort(UpperCamelCase__       ,							UpperCamelCase__       ,							end - 1				)


if __name__ == "__main__":
					from doctest import testmod

					testmod()




