




"""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


A_						=				get_tests_dir('''fixtures''')






class 					lowercase(     unittest.TestCase ):







 '''simple docstring'''





 def  UpperCamelCase_   (				self:		Tuple		):




   '''simple docstring'''



   _snake_case							:		str								=  mock.Mock()
   _snake_case							:		List[Any]								=  500
   _snake_case							:		List[Any]								=  {}
   _snake_case							:		int								=  HTTPError
   _snake_case							:		Optional[int]								=  {}

   # Download this model to make sure it's in the cache.
   _snake_case							:		Any								=  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=a_		) as mock_head:
     _snake_case							:		str								=  ViTImageProcessor.from_pretrained("""hf-internal-testing/tiny-random-vit"""		)
     # This check we did call the fake head request
     mock_head.assert_called()


 def  UpperCamelCase_   (				self:		Dict		):




   '''simple docstring'''



   _snake_case							:		List[Any]								=  ViTImageProcessor.from_pretrained(
       """https://huggingface.co/hf-internal-testing/tiny-random-vit/resolve/main/preprocessor_config.json"""		)


 def  UpperCamelCase_   (				self:		Optional[int]		):




   '''simple docstring'''



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

   _snake_case							:		Union[str, Any]								=  AutoImageProcessor.from_pretrained(
       """hf-internal-testing/stable-diffusion-all-variants""",      subfolder="""feature_extractor"""		)

   self.assertIsNotNone(a_		)







@is_staging_test
class 					lowercase(     unittest.TestCase ):







 '''simple docstring'''





 @classmethod
 def  UpperCamelCase_   (				cls:		List[Any]		):




   '''simple docstring'''



   _snake_case							:		int								=  TOKEN
   HfFolder.save_token(a_		)


 @classmethod
 def  UpperCamelCase_   (				cls:		int		):




   '''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  UpperCamelCase_   (				self:		int		):




   '''simple docstring'''



   _snake_case							:		List[Any]								=  ViTImageProcessor.from_pretrained(a_		)
   image_processor.push_to_hub("""test-image-processor""",      use_auth_token=self._token		)

   _snake_case							:		Optional[Any]								=  ViTImageProcessor.from_pretrained(f"{USER}/test-image-processor"		)
   for k, v in image_processor.__dict__.items():
     self.assertEqual(a_,      getattr(a_,      a_		)		)

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

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


 def  UpperCamelCase_   (				self:		Optional[int]		):




   '''simple docstring'''



   _snake_case							:		Optional[Any]								=  ViTImageProcessor.from_pretrained(a_		)
   image_processor.push_to_hub("""valid_org/test-image-processor""",      use_auth_token=self._token		)

   _snake_case							:		List[str]								=  ViTImageProcessor.from_pretrained("""valid_org/test-image-processor"""		)
   for k, v in image_processor.__dict__.items():
     self.assertEqual(a_,      getattr(a_,      a_		)		)

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

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


 def  UpperCamelCase_   (				self:		Any		):




   '''simple docstring'''



   CustomImageProcessor.register_for_auto_class()
   _snake_case							:		Dict								=  CustomImageProcessor.from_pretrained(a_		)

   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							:		Optional[int]								=  AutoImageProcessor.from_pretrained(
       f"{USER}/test-dynamic-image-processor",      trust_remote_code=a_		)
   # 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"""


from __future__ import annotations


def 					UpperCAmelCase__       (snake_case__							:					list[float]    ):
  """simple docstring"""

  _snake_case							:		int								=  0.00
  _snake_case							:		int								=  0
  for resistor in resistors:
    if resistor <= 0:
      _snake_case							:		Dict								=  F"Resistor at index {index} has a negative or zero value!"
      raise ValueError(snake_case__    )
    first_sum += 1 / float(snake_case__    )
    index += 1
  return 1 / first_sum


def 					UpperCAmelCase__       (snake_case__							:					list[float]    ):
  """simple docstring"""

  _snake_case							:		Union[str, Any]								=  0.00
  _snake_case							:		Any								=  0
  for resistor in resistors:
    sum_r += resistor
    if resistor < 0:
      _snake_case							:		Any								=  F"Resistor at index {index} has a negative value!"
      raise ValueError(snake_case__    )
    index += 1
  return sum_r


if __name__ == "__main__":
     import doctest

     doctest.testmod()


