import importlib
import os
import sys


# This is required to make the module import works (when the python process is running from the root of the repo)
sys.path.append('''.''')

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						List[str]:




       '''simple docstring'''






       _A=	test_file.split(os.path.sep   )
       if components[0:2] != ["tests", "models"]:
              raise ValueError(
                  '`test_file` should start with `tests/models/` (with `/` being the OS specific path separator). Got '
                  F"{test_file} instead."   )
       _A=	components[-1]
       if not test_fn.endswith('py'   ):
              raise ValueError(F"`test_file` should be a python file. Got {test_fn} instead."   )
       if not test_fn.startswith('test_modeling_'   ):
              raise ValueError(
                  F"`test_file` should point to a file name of the form `test_modeling_*.py`. Got {test_fn} instead."   )

       _A=	components[:-1] + [test_fn.replace('.py'       ,					''   )]
       _A=	'.'.join(lowerCAmelCase_   )

       return test_module_path

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Union[str, Any]:




       '''simple docstring'''






       _A=	get_module_path(lowerCAmelCase_   )
       _A=	importlib.import_module(lowerCAmelCase_   )

       return test_module

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Optional[Any]:




       '''simple docstring'''






       _A=	[]
       _A=	get_test_module(lowerCAmelCase_   )
       for attr in dir(lowerCAmelCase_   ):
              if attr.endswith('ModelTester'   ):
                     tester_classes.append(getattr(lowerCAmelCase_       ,					lowerCAmelCase_   )   )

    # sort with class names
       return sorted(lowerCAmelCase_       ,					key=lambda lowerCAmelCase_   : x.__name__   )

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Dict:




       '''simple docstring'''






       _A=	[]
       _A=	get_test_module(lowerCAmelCase_   )
       for attr in dir(lowerCAmelCase_   ):
              _A=	getattr(lowerCAmelCase_       ,					lowerCAmelCase_   )
              # (TF/Flax)ModelTesterMixin is also an attribute in specific model test module. Let's exclude them by checking
              # `all_model_classes` is not empty (which also excludes other special classes).
              _A=	getattr(lowerCAmelCase_       ,					'all_model_classes'       ,					[]   )
              if len(lowerCAmelCase_   ) > 0:
                     test_classes.append(lowerCAmelCase_   )

    # sort with class names
       return sorted(lowerCAmelCase_       ,					key=lambda lowerCAmelCase_   : x.__name__   )

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Union[str, Any]:




       '''simple docstring'''






       _A=	get_test_classes(lowerCAmelCase_   )
       _A=	set()
       for test_class in test_classes:
              model_classes.update(test_class.all_model_classes   )

       # sort with class names
       return sorted(lowerCAmelCase_       ,					key=lambda lowerCAmelCase_   : x.__name__   )

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						List[str]:




       '''simple docstring'''






       _A=	test_class()
       if hasattr(lowerCAmelCase_       ,					'setUp'   ):
              test.setUp()

       _A=	None
       if hasattr(lowerCAmelCase_       ,					'model_tester'   ):
              # `(TF/Flax)ModelTesterMixin` has this attribute default to `None`. Let's skip this case.
              if test.model_tester is not None:
                     _A=	test.model_tester.__class__

       return model_tester

def 							UpperCamelCase				(    lowerCAmelCase_       ,					lowerCAmelCase_   )		->						Optional[int]:




       '''simple docstring'''






       _A=	get_test_classes(lowerCAmelCase_   )

       _A=	[]
       for test_class in test_classes:
              if model_class in test_class.all_model_classes:
                     target_test_classes.append(lowerCAmelCase_   )

    # sort with class names
       return sorted(lowerCAmelCase_       ,					key=lambda lowerCAmelCase_   : x.__name__   )

def 							UpperCamelCase				(    lowerCAmelCase_       ,					lowerCAmelCase_   )		->						Dict:




       '''simple docstring'''






       _A=	get_test_classes_for_model(lowerCAmelCase_       ,					lowerCAmelCase_   )

       _A=	[]
       for test_class in test_classes:
              _A=	get_model_tester_from_test_class(lowerCAmelCase_   )
              if tester_class is not None:
                     tester_classes.append(lowerCAmelCase_   )

    # sort with class names
       return sorted(lowerCAmelCase_       ,					key=lambda lowerCAmelCase_   : x.__name__   )

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Optional[Any]:




       '''simple docstring'''






       _A=	get_test_classes(lowerCAmelCase_   )
       _A=	{test_class: get_model_tester_from_test_class(lowerCAmelCase_   ) for test_class in test_classes}
       return test_tester_mapping

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						str:




       '''simple docstring'''






       _A=	get_model_classes(lowerCAmelCase_   )
       _A=	{
           model_class: get_test_classes_for_model(lowerCAmelCase_       ,					lowerCAmelCase_   ) for model_class in model_classes
       }
       return model_test_mapping

def 							UpperCamelCase				(    lowerCAmelCase_   )		->						List[Any]:




       '''simple docstring'''






       _A=	get_model_classes(lowerCAmelCase_   )
       _A=	{
           model_class: get_tester_classes_for_model(lowerCAmelCase_       ,					lowerCAmelCase_   ) for model_class in model_classes
       }
       return model_to_tester_mapping





def 							UpperCamelCase				(    lowerCAmelCase_   )		->						Dict:




       '''simple docstring'''






       if isinstance(lowerCAmelCase_       ,					lowerCAmelCase_   ):
              return o
       elif isinstance(lowerCAmelCase_       ,					lowerCAmelCase_   ):
              return o.__name__
       elif isinstance(lowerCAmelCase_       ,					(list, tuple)   ):
              return [to_json(lowerCAmelCase_   ) for x in o]
       elif isinstance(lowerCAmelCase_       ,					lowerCAmelCase_   ):
              return {to_json(lowerCAmelCase_   ): to_json(lowerCAmelCase_   ) for k, v in o.items()}
       else:
              return o
import warnings

from ...utils import logging
from .image_processing_perceiver import PerceiverImageProcessor


UpperCAmelCase_								=							logging.get_logger(__name__)





class      lowerCAmelCase						(					_a			):



     def __init__(					self				,      *lowerCAmelCase__				,      **lowerCAmelCase__       ):
            warnings.warn(
                'The class PerceiverFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'
                ' Please use PerceiverImageProcessor instead.'				,      lowerCAmelCase__				,      )
            super().__init__(*lowerCAmelCase__				,      **lowerCAmelCase__       )