






'''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      __lowercase	(_lowercase  ) ->  int:


     """simple docstring"""
     __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    :							List[str]					 =					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    :							Union[str, Any]					 =					components[:-1] + [test_fn.replace(""".py""",    """"""  )]
     __lowerCamelCase    :							Tuple					 =					'.'.join(_lowerCAmelCase  )

     return test_module_path
def      __lowercase	(_lowercase  ) ->  List[str]:


     """simple docstring"""
     __lowerCamelCase    :							str					 =					get_module_path(_lowerCAmelCase  )
     __lowerCamelCase    :							Any					 =					importlib.import_module(_lowerCAmelCase  )

     return test_module
def      __lowercase	(_lowercase  ) ->  Tuple:


     """simple docstring"""
     __lowerCamelCase    :							List[str]					 =					[]
     __lowerCamelCase    :							Optional[Any]					 =					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 _lowercase  : x.__name__  )
def      __lowercase	(_lowercase  ) ->  int:


     """simple docstring"""
     __lowerCamelCase    :							str					 =					[]
     __lowerCamelCase    :							int					 =					get_test_module(_lowerCAmelCase  )
     for attr in dir(_lowerCAmelCase  ):
          __lowerCamelCase    :							str					 =					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    :							List[str]					 =					getattr(_lowerCAmelCase,    """all_model_classes""",    []  )
          if len(_lowerCAmelCase  ) > 0:
               test_classes.append(_lowerCAmelCase  )

          # sort with class names
     return sorted(_lowerCAmelCase,    key=lambda _lowercase  : x.__name__  )
def      __lowercase	(_lowercase  ) ->  Tuple:


     """simple docstring"""
     __lowerCamelCase    :							List[str]					 =					get_test_classes(_lowerCAmelCase  )
     __lowerCamelCase    :							Union[str, Any]					 =					set()
     for test_class in test_classes:
          model_classes.update(test_class.all_model_classes  )

     # sort with class names
     return sorted(_lowerCAmelCase,    key=lambda _lowercase  : x.__name__  )
def      __lowercase	(_lowercase  ) ->  List[str]:


     """simple docstring"""
     __lowerCamelCase    :							str					 =					test_class()
     if hasattr(_lowerCAmelCase,    """setUp"""  ):
          test.setUp()

     __lowerCamelCase    :							List[Any]					 =					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    :							List[str]					 =					test.model_tester.__class__

     return model_tester
def      __lowercase	(_lowercase,    _lowercase  ) ->  Optional[Any]:


     """simple docstring"""
     __lowerCamelCase    :							Dict					 =					get_test_classes(_lowerCAmelCase  )

     __lowerCamelCase    :							List[str]					 =					[]
     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 _lowercase  : x.__name__  )
def      __lowercase	(_lowercase,    _lowercase  ) ->  List[str]:


     """simple docstring"""
     __lowerCamelCase    :							Any					 =					get_test_classes_for_model(_lowerCAmelCase,    _lowerCAmelCase  )

     __lowerCamelCase    :							List[str]					 =					[]
     for test_class in test_classes:
          __lowerCamelCase    :							Tuple					 =					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 _lowercase  : x.__name__  )
def      __lowercase	(_lowercase  ) ->  str:


     """simple docstring"""
     __lowerCamelCase    :							Any					 =					get_test_classes(_lowerCAmelCase  )
     __lowerCamelCase    :							str					 =					{test_class: get_model_tester_from_test_class(_lowerCAmelCase  ) for test_class in test_classes}
     return test_tester_mapping
def      __lowercase	(_lowercase  ) ->  Dict:


     """simple docstring"""
     __lowerCamelCase    :							Optional[Any]					 =					get_model_classes(_lowerCAmelCase  )
     __lowerCamelCase    :							str					 =					{
         model_class: get_test_classes_for_model(_lowerCAmelCase,    _lowerCAmelCase  ) for model_class in model_classes
     }
     return model_test_mapping
def      __lowercase	(_lowercase  ) ->  Union[str, Any]:


     """simple docstring"""
     __lowerCamelCase    :							Union[str, Any]					 =					get_model_classes(_lowerCAmelCase  )
     __lowerCamelCase    :							List[str]					 =					{
         model_class: get_tester_classes_for_model(_lowerCAmelCase,    _lowerCAmelCase  ) for model_class in model_classes
     }
     return model_to_tester_mapping
def      __lowercase	(_lowercase  ) ->  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'''





# Algorithm for the pigeonhole sorting



def 			a_	(				_lowerCAmelCase			) -> List[str]:
  __lowerCamelCase			:			int       			=					min(_lowerCAmelCase			)  # min() finds the minimum value
  __lowerCamelCase			:			List[Any]       			=					max(_lowerCAmelCase			)  # max() finds the maximum value

  __lowerCamelCase			:			List[Any]       			=					max_val - min_val + 1  # size is difference of max and min values plus one

  # list of pigeonholes of size equal to the variable size
  __lowerCamelCase			:			List[Any]       			=					[0] * size

  # Populate the pigeonholes.
  for x in a:
    assert isinstance(_lowerCAmelCase			,_lowerCAmelCase			), "integers only please"
    holes[x - min_val] += 1

  # Putting the elements back into the array in an order.
  __lowerCamelCase			:			Tuple       			=					0
  for count in range(_lowerCAmelCase			):
    while holes[count] > 0:
      holes[count] -= 1
      __lowerCamelCase			:			List[Any]       			=					count + min_val
      i += 1

def 			a_	(				) -> str:
  __lowerCamelCase			:			Optional[Any]       			=					[8, 3, 2, 7, 4, 6, 8]
  pigeonhole_sort(_lowerCAmelCase			)
  print('Sorted order is:'			,' '.join(_lowerCAmelCase			)			)


if __name__ == "__main__":
   main()






