'''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


__lowercase        =    get_tests_dir('''fixtures''')






class 							a__(   unittest.TestCase      ):


			'''simple docstring'''






			def 				a_			(  self):




					"""simple docstring"""


					lowerCAmelCase     =    mock.Mock()
					lowerCAmelCase     =    500
					lowerCAmelCase     =    {}
					lowerCAmelCase     =    HTTPError
					lowerCAmelCase     =    {}

					# Download this model to make sure it's in the cache.
					lowerCAmelCase     =    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=__lowerCAmelCase) as mock_head:
							lowerCAmelCase     =    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):




					"""simple docstring"""


					lowerCAmelCase     =    ViTImageProcessor.from_pretrained(
					    """https://huggingface.co/hf-internal-testing/tiny-random-vit/resolve/main/preprocessor_config.json""")







			def 				a_			(  self):




					"""simple docstring"""


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

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

					self.assertIsNotNone(__lowerCAmelCase)







@is_staging_test
class 							a__(   unittest.TestCase      ):


			'''simple docstring'''






			@classmethod
			def 				a_			(  cls):




					"""simple docstring"""


					lowerCAmelCase     =    TOKEN
					HfFolder.save_token(__lowerCAmelCase)



			@classmethod
			def 				a_			(  cls):




					"""simple docstring"""


					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):




					"""simple docstring"""


					lowerCAmelCase     =    ViTImageProcessor.from_pretrained(__lowerCAmelCase)
					image_processor.push_to_hub("""test-image-processor"""			,       use_auth_token=self._token)

					lowerCAmelCase     =    ViTImageProcessor.from_pretrained(f"{USER}/test-image-processor")
					for k, v in image_processor.__dict__.items():
							self.assertEqual(__lowerCAmelCase			,       getattr(__lowerCAmelCase			,       __lowerCAmelCase))

					# 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(
							    __lowerCAmelCase			,       repo_id="""test-image-processor"""			,       push_to_hub=__lowerCAmelCase			,       use_auth_token=self._token)

					lowerCAmelCase     =    ViTImageProcessor.from_pretrained(f"{USER}/test-image-processor")
					for k, v in image_processor.__dict__.items():
							self.assertEqual(__lowerCAmelCase			,       getattr(__lowerCAmelCase			,       __lowerCAmelCase))



			def 				a_			(  self):




					"""simple docstring"""


					lowerCAmelCase     =    ViTImageProcessor.from_pretrained(__lowerCAmelCase)
					image_processor.push_to_hub("""valid_org/test-image-processor"""			,       use_auth_token=self._token)

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

					# 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(
							    __lowerCAmelCase			,       repo_id="""valid_org/test-image-processor-org"""			,       push_to_hub=__lowerCAmelCase			,       use_auth_token=self._token)

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







			def 				a_			(  self):




					"""simple docstring"""


					CustomImageProcessor.register_for_auto_class()
					lowerCAmelCase     =    CustomImageProcessor.from_pretrained(__lowerCAmelCase)

					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"""}			,       )

					lowerCAmelCase     =    AutoImageProcessor.from_pretrained(
					    f"{USER}/test-dynamic-image-processor"			,       trust_remote_code=__lowerCAmelCase)
					# 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""")





'''simple docstring'''




import os
from distutils.util import strtobool






def 							snake_case__				(     _A:   int ,  _A:   List[Any]					)       ->      Union[str, Any]:

		'''simple docstring'''


		for e in env_keys:
				lowerCAmelCase     =    int(os.environ.get(_A ,  -1					)					)
				if val >= 0:
						return val
		return default






def 							snake_case__				(     _A:   str ,  _A:   List[Any]=False					)       ->      int:

		'''simple docstring'''


		lowerCAmelCase     =    os.environ.get(_A ,  str(_A					)					)
		return strtobool(_A					) == 1  # As its name indicates `strtobool` actually returns an int...






def 							snake_case__				(     _A:   Dict ,  _A:   List[Any]="no"					)       ->      str:

		'''simple docstring'''


		lowerCAmelCase     =    os.environ.get(_A ,  str(_A					)					)
		return value




