
'''simple docstring'''






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							(  UpperCAmelCase__							:							Dict):
				lowerCamelCase					:			Tuple									= 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					:			Optional[Any]									= 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					:			List[Any]									= components[:-1] + [test_fn.replace('.py'       ,							'')]
				lowerCamelCase					:			List[str]									= '.'.join(UpperCAmelCase__)

				return test_module_path





def    UpperCAmelCase							(  UpperCAmelCase__							:							int):
				lowerCamelCase					:			List[str]									= get_module_path(UpperCAmelCase__)
				lowerCamelCase					:			Optional[int]									= importlib.import_module(UpperCAmelCase__)

				return test_module





def    UpperCAmelCase							(  UpperCAmelCase__							:							Any):
				lowerCamelCase					:			List[str]									= []
				lowerCamelCase					:			Optional[Any]									= get_test_module(UpperCAmelCase__)
				for attr in dir(UpperCAmelCase__):
								if attr.endswith('ModelTester'):
												tester_classes.append(getattr(UpperCAmelCase__       ,							UpperCAmelCase__))

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





def    UpperCAmelCase							(  UpperCAmelCase__							:							Dict):
				lowerCamelCase					:			Optional[int]									= []
				lowerCamelCase					:			Dict									= get_test_module(UpperCAmelCase__)
				for attr in dir(UpperCAmelCase__):
								lowerCamelCase					:			str									= getattr(UpperCAmelCase__       ,							UpperCAmelCase__)
								# (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					:			int									= getattr(UpperCAmelCase__       ,							'all_model_classes'       ,							[])
								if len(UpperCAmelCase__) > 0:
												test_classes.append(UpperCAmelCase__)

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





def    UpperCAmelCase							(  UpperCAmelCase__							:							Optional[Any]):
				lowerCamelCase					:			List[str]									= get_test_classes(UpperCAmelCase__)
				lowerCamelCase					:			Optional[Any]									= set()
				for test_class in test_classes:
								model_classes.update(test_class.all_model_classes)

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





def    UpperCAmelCase							(  UpperCAmelCase__							:							List[str]):
				lowerCamelCase					:			int									= test_class()
				if hasattr(UpperCAmelCase__       ,							'setUp'):
								test.setUp()

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

				return model_tester





def    UpperCAmelCase							(  UpperCAmelCase__							:							Optional[Any]       ,							UpperCAmelCase__							:							str):
				lowerCamelCase					:			int									= get_test_classes(UpperCAmelCase__)

				lowerCamelCase					:			int									= []
				for test_class in test_classes:
								if model_class in test_class.all_model_classes:
												target_test_classes.append(UpperCAmelCase__)

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





def    UpperCAmelCase							(  UpperCAmelCase__							:							str       ,							UpperCAmelCase__							:							List[str]):
				lowerCamelCase					:			Tuple									= get_test_classes_for_model(UpperCAmelCase__       ,							UpperCAmelCase__)

				lowerCamelCase					:			Any									= []
				for test_class in test_classes:
								lowerCamelCase					:			List[str]									= get_model_tester_from_test_class(UpperCAmelCase__)
								if tester_class is not None:
												tester_classes.append(UpperCAmelCase__)

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





def    UpperCAmelCase							(  UpperCAmelCase__							:							Any):
				lowerCamelCase					:			Dict									= get_test_classes(UpperCAmelCase__)
				lowerCamelCase					:			Tuple									= {test_class: get_model_tester_from_test_class(UpperCAmelCase__) for test_class in test_classes}
				return test_tester_mapping





def    UpperCAmelCase							(  UpperCAmelCase__							:							Dict):
				lowerCamelCase					:			Tuple									= get_model_classes(UpperCAmelCase__)
				lowerCamelCase					:			Any									= {
				    model_class: get_test_classes_for_model(UpperCAmelCase__       ,							UpperCAmelCase__) for model_class in model_classes
				}
				return model_test_mapping





def    UpperCAmelCase							(  UpperCAmelCase__							:							int):
				lowerCamelCase					:			Union[str, Any]									= get_model_classes(UpperCAmelCase__)
				lowerCamelCase					:			Optional[int]									= {
				    model_class: get_tester_classes_for_model(UpperCAmelCase__       ,							UpperCAmelCase__) for model_class in model_classes
				}
				return model_to_tester_mapping





def    UpperCAmelCase							(  UpperCAmelCase__							:							str):
				if isinstance(UpperCAmelCase__       ,							UpperCAmelCase__):
								return o
				elif isinstance(UpperCAmelCase__       ,							UpperCAmelCase__):
								return o.__name__
				elif isinstance(UpperCAmelCase__       ,							(list, tuple)):
								return [to_json(UpperCAmelCase__) for x in o]
				elif isinstance(UpperCAmelCase__       ,							UpperCAmelCase__):
								return {to_json(UpperCAmelCase__): to_json(UpperCAmelCase__) for k, v in o.items()}
				else:
								return o


'''simple docstring'''






from __future__ import annotations





def    UpperCAmelCase							(  UpperCAmelCase__							:							int):
				lowerCamelCase					:			List[Any]									= str(UpperCAmelCase__)
				return len(UpperCAmelCase__) == 9 and set(UpperCAmelCase__) == set('123456789')





def    UpperCAmelCase							(  ):
				for base_num in range(99_99       ,							49_99       ,							-1):
								lowerCamelCase					:			Tuple									= 10_00_02 * base_num
								if is_9_pandigital(UpperCAmelCase__):
												return candidate

				for base_num in range(3_33       ,							99       ,							-1):
								lowerCamelCase					:			List[Any]									= 1_00_20_03 * base_num
								if is_9_pandigital(UpperCAmelCase__):
												return candidate

				return None


if __name__ == "__main__":
					print(f"""{solution() = }""")
