






'''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      					=get_tests_dir("fixtures")




class      A     (   unittest.TestCase    ):






 """simple docstring"""





 def 	_UpperCAmelCase							(				self			):
       # A mock response for an HTTP head request to emulate server down
       UpperCamelCase_					: int            =				mock.Mock()
       UpperCamelCase_					: str            =				5_00
       UpperCamelCase_					: Optional[Any]            =				{}
       UpperCamelCase_					: Dict            =				HTTPError
       UpperCamelCase_					: Dict            =				{}

       # Download this model to make sure it's in the cache.
       UpperCamelCase_					: List[str]            =				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:
             UpperCamelCase_					: int            =				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			):
       # This test is for deprecated behavior and can be removed in v5
       UpperCamelCase_					: Optional[Any]            =				ViTImageProcessor.from_pretrained(
           """https://huggingface.co/hf-internal-testing/tiny-random-vit/resolve/main/preprocessor_config.json"""			)





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

       UpperCamelCase_					: str            =				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 	_UpperCAmelCase							(				cls			):
       UpperCamelCase_					: str            =				TOKEN
       HfFolder.save_token(__lowerCAmelCase			)
 @classmethod
 def 	_UpperCAmelCase							(				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 	_UpperCAmelCase							(				self			):
       UpperCamelCase_					: Union[str, Any]            =				ViTImageProcessor.from_pretrained(__lowerCAmelCase			)
       image_processor.push_to_hub("""test-image-processor"""      ,  use_auth_token=self._token			)

       UpperCamelCase_					: List[Any]            =				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			)

       UpperCamelCase_					: Dict            =				ViTImageProcessor.from_pretrained(F"{USER}/test-image-processor"			)
       for k, v in image_processor.__dict__.items():
             self.assertEqual(__lowerCAmelCase      ,  getattr(__lowerCAmelCase      ,  __lowerCAmelCase			)			)
 def 	_UpperCAmelCase							(				self			):
       UpperCamelCase_					: List[str]            =				ViTImageProcessor.from_pretrained(__lowerCAmelCase			)
       image_processor.push_to_hub("""valid_org/test-image-processor"""      ,  use_auth_token=self._token			)

       UpperCamelCase_					: Tuple            =				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			)

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





 def 	_UpperCAmelCase							(				self			):
       CustomImageProcessor.register_for_auto_class()
       UpperCamelCase_					: Optional[Any]            =				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"""}      ,  )

       UpperCamelCase_					: Tuple            =				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'''

from __future__ import annotations

from math import pi, sqrt



def 				snake_case       (  a_				:			float     , a_				:			float						)							->					tuple:





      """simple docstring"""

      if inductance <= 0:
            raise ValueError("""Inductance cannot be 0 or negative"""						)

      elif capacitance <= 0:
            raise ValueError("""Capacitance cannot be 0 or negative"""						)

      else:
            return (
                "Resonant frequency",
                float(1 / (2 * pi * (sqrt(inductance * capacitance						)))						),
            )


if __name__ == "__main__":
      import doctest

      doctest.testmod()






