



'''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 		_lowerCAmelCase				(_lowercase			):

       """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 		_lowerCAmelCase				(_lowercase			):

       """simple docstring"""

       a__								= get_module_path(_lowerCamelCase			)
       a__								= importlib.import_module(_lowerCamelCase			)

       return test_module






def 		_lowerCAmelCase				(_lowercase			):

       """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 _lowercase			: x.__name__			)






def 		_lowerCAmelCase				(_lowercase			):

       """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 _lowercase			: x.__name__			)






def 		_lowerCAmelCase				(_lowercase			):

       """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 _lowercase			: x.__name__			)






def 		_lowerCAmelCase				(_lowercase			):

       """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 		_lowerCAmelCase				(_lowercase   ,					_lowercase			):

       """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 _lowercase			: x.__name__			)






def 		_lowerCAmelCase				(_lowercase   ,					_lowercase			):

       """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 _lowercase			: x.__name__			)






def 		_lowerCAmelCase				(_lowercase			):

       """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 		_lowerCAmelCase				(_lowercase			):

       """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 		_lowerCAmelCase				(_lowercase			):

       """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 		_lowerCAmelCase				(_lowercase			):

       """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'''



def       _UpperCamelCase			(_lowerCamelCase				:  int ,						_lowerCamelCase				:  int ,						_lowerCamelCase				:  int						)-> float:




     '''simple docstring'''





     __snake_case            =	(num_of_terms / 2) * (2 * first_term + (num_of_terms - 1) * common_diff)
     # formula for sum of series
     return total







def       _UpperCamelCase			()-> str:




     '''simple docstring'''





     print(sum_of_series(1 ,						1 ,						10						)						)


if __name__ == "__main__":
     import doctest

     doctest.testmod()






