


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 	__lowerCamelCase						(							lowerCamelCase__		:						Any      ):





			'''simple docstring'''




			lowerCamelCase    		=  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.'      )
			lowerCamelCase    		=  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.'      )

			lowerCamelCase    		=  components[:-1] + [test_fn.replace(""".py"""  ,							""""""      )]
			lowerCamelCase    		=  ".".join(lowerCamelCase__      )

			return test_module_path






def 	__lowerCamelCase						(							lowerCamelCase__		:						Dict      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_module_path(lowerCamelCase__      )
			lowerCamelCase    		=  importlib.import_module(lowerCamelCase__      )

			return test_module






def 	__lowerCamelCase						(							lowerCamelCase__		:						List[Any]      ):





			'''simple docstring'''




			lowerCamelCase    		=  []
			lowerCamelCase    		=  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 	__lowerCamelCase						(							lowerCamelCase__		:						Tuple      ):





			'''simple docstring'''




			lowerCamelCase    		=  []
			lowerCamelCase    		=  get_test_module(lowerCamelCase__      )
			for attr in dir(lowerCamelCase__      ):
						lowerCamelCase    		=  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).
						lowerCamelCase    		=  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 	__lowerCamelCase						(							lowerCamelCase__		:						str      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_test_classes(lowerCamelCase__      )
			lowerCamelCase    		=  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 	__lowerCamelCase						(							lowerCamelCase__		:						Optional[int]      ):





			'''simple docstring'''




			lowerCamelCase    		=  test_class()
			if hasattr(lowerCamelCase__  ,							"""setUp"""      ):
						test.setUp()

			lowerCamelCase    		=  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:
									lowerCamelCase    		=  test.model_tester.__class__

			return model_tester






def 	__lowerCamelCase						(							lowerCamelCase__		:						Any  ,							lowerCamelCase__		:						Any      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_test_classes(lowerCamelCase__      )

			lowerCamelCase    		=  []
			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 	__lowerCamelCase						(							lowerCamelCase__		:						Optional[int]  ,							lowerCamelCase__		:						Optional[int]      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_test_classes_for_model(lowerCamelCase__  ,							lowerCamelCase__      )

			lowerCamelCase    		=  []
			for test_class in test_classes:
						lowerCamelCase    		=  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 	__lowerCamelCase						(							lowerCamelCase__		:						Optional[int]      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_test_classes(lowerCamelCase__      )
			lowerCamelCase    		=  {test_class: get_model_tester_from_test_class(lowerCamelCase__      ) for test_class in test_classes}
			return test_tester_mapping






def 	__lowerCamelCase						(							lowerCamelCase__		:						Any      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_model_classes(lowerCamelCase__      )
			lowerCamelCase    		=  {
			    model_class: get_test_classes_for_model(lowerCamelCase__  ,							lowerCamelCase__      ) for model_class in model_classes
			}
			return model_test_mapping






def 	__lowerCamelCase						(							lowerCamelCase__		:						int      ):





			'''simple docstring'''




			lowerCamelCase    		=  get_model_classes(lowerCamelCase__      )
			lowerCamelCase    		=  {
			    model_class: get_tester_classes_for_model(lowerCamelCase__  ,							lowerCamelCase__      ) for model_class in model_classes
			}
			return model_to_tester_mapping






def 	__lowerCamelCase						(							lowerCamelCase__		:						Optional[Any]      ):





			'''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





'''simple docstring'''
from typing import TYPE_CHECKING

from ....utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available


lowerCAmelCase   : Dict             =				{"""configuration_van""": ["""VAN_PRETRAINED_CONFIG_ARCHIVE_MAP""", """VanConfig"""]}


try:
					if not is_torch_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					lowerCAmelCase   : int             =				[
					    """VAN_PRETRAINED_MODEL_ARCHIVE_LIST""",
					    """VanForImageClassification""",
					    """VanModel""",
					    """VanPreTrainedModel""",
					]

if TYPE_CHECKING:
					from .configuration_van import VAN_PRETRAINED_CONFIG_ARCHIVE_MAP, VanConfig

					try:
										if not is_torch_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_van import (
										    VAN_PRETRAINED_MODEL_ARCHIVE_LIST,
										    VanForImageClassification,
										    VanModel,
										    VanPreTrainedModel,
										)

else:
					import sys

					lowerCAmelCase   : Tuple             =				_LazyModule(__name__, globals()["""__file__"""], _import_structure)


