





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						(_SCREAMING_SNAKE_CASE	)       ->     Dict:
  lowercase__			    =						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."""	)
  lowercase__			    =						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."""	)

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

  return test_module_path




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     int:
  lowercase__			    =						get_module_path(UpperCamelCase__	)
  lowercase__			    =						importlib.import_module(UpperCamelCase__	)

  return test_module




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     List[Any]:
  lowercase__			    =						[]
  lowercase__			    =						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 _SCREAMING_SNAKE_CASE	: x.__name__	)




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     Union[str, Any]:
  lowercase__			    =						[]
  lowercase__			    =						get_test_module(UpperCamelCase__	)
  for attr in dir(UpperCamelCase__	):
    lowercase__			    =						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).
    lowercase__			    =						getattr(UpperCamelCase__	,		'all_model_classes'	,		[]	)
    if len(UpperCamelCase__	) > 0:
      test_classes.append(UpperCamelCase__	)

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




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     List[str]:
  lowercase__			    =						get_test_classes(UpperCamelCase__	)
  lowercase__			    =						set()
  for test_class in test_classes:
    model_classes.update(test_class.all_model_classes	)

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




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     Union[str, Any]:
  lowercase__			    =						test_class()
  if hasattr(UpperCamelCase__	,		'setUp'	):
    test.setUp()

  lowercase__			    =						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:
      lowercase__			    =						test.model_tester.__class__

  return model_tester




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	)       ->     Tuple:
  lowercase__			    =						get_test_classes(UpperCamelCase__	)

  lowercase__			    =						[]
  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 _SCREAMING_SNAKE_CASE	: x.__name__	)




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	)       ->     Tuple:
  lowercase__			    =						get_test_classes_for_model(UpperCamelCase__	,		UpperCamelCase__	)

  lowercase__			    =						[]
  for test_class in test_classes:
    lowercase__			    =						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 _SCREAMING_SNAKE_CASE	: x.__name__	)




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     List[str]:
  lowercase__			    =						get_test_classes(UpperCamelCase__	)
  lowercase__			    =						{test_class: get_model_tester_from_test_class(UpperCamelCase__	) for test_class in test_classes}
  return test_tester_mapping




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     Any:
  lowercase__			    =						get_model_classes(UpperCamelCase__	)
  lowercase__			    =						{
      model_class: get_test_classes_for_model(UpperCamelCase__	,		UpperCamelCase__	) for model_class in model_classes
  }
  return model_test_mapping




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     str:
  lowercase__			    =						get_model_classes(UpperCamelCase__	)
  lowercase__			    =						{
      model_class: get_tester_classes_for_model(UpperCamelCase__	,		UpperCamelCase__	) for model_class in model_classes
  }
  return model_to_tester_mapping




def     __UpperCamelCase						(_SCREAMING_SNAKE_CASE	)       ->     int:
  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








class        SCREAMING_SNAKE_CASE     :  # Public class to implement a graph


   def __init__(					self    :       int    ,  a    :       int    ,  a    :       int    ,  a    :       list[list[bool]] )->     None:





     """simple docstring"""







     lowercase__			    =						row
     lowercase__			    =						col
     lowercase__			    =						graph


   def  SCREAMING_SNAKE_CASE_							(					self    :       Dict    ,  a    :       int    ,  a    :       int    ,  a    :       list[list[bool]] )->     bool:





     """simple docstring"""







     return (
         0 <= i < self.ROW
         and 0 <= j < self.COL
         and not visited[i][j]
         and self.graph[i][j]
     )


   def  SCREAMING_SNAKE_CASE_							(					self    :       List[str]    ,  a    :       int    ,  a    :       int    ,  a    :       list[list[bool]] )->     None:





     """simple docstring"""







     lowercase__			    =						[-1, -1, -1, 0, 0, 1, 1, 1]  # Coordinate order
     lowercase__			    =						[-1, 0, 1, -1, 1, -1, 0, 1]
     lowercase__			    =						True  # Make those cells visited
     for k in range(8 ):
       if self.is_safe(i + row_nbr[k]    ,  j + col_nbr[k]    ,  a ):
         self.diffs(i + row_nbr[k]    ,  j + col_nbr[k]    ,  a )


   def  SCREAMING_SNAKE_CASE_							(					self    :       List[str] )->     int:  # And finally, count all islands.





     """simple docstring"""







     lowercase__			    =						[[False for j in range(self.COL )] for i in range(self.ROW )]
     lowercase__			    =						0
     for i in range(self.ROW ):
       for j in range(self.COL ):
         if visited[i][j] is False and self.graph[i][j] == 1:
           self.diffs(a    ,  a    ,  a )
           count += 1
     return count


