






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   (	a						:	Dict ):
							snake_case__	  =       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.''' )
							snake_case__	  =       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.''' )

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

							return test_module_path

def _UpperCAmelCase   (	a						:	Dict ):
							snake_case__	  =       get_module_path(a )
							snake_case__	  =       importlib.import_module(a )

							return test_module

def _UpperCAmelCase   (	a						:	Union[str, Any] ):
							snake_case__	  =       []
							snake_case__	  =       get_test_module(a )
							for attr in dir(a ):
														if attr.endswith("""ModelTester""" ):
																					tester_classes.append(getattr(a  ,					a ) )

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

def _UpperCAmelCase   (	a						:	List[str] ):
							snake_case__	  =       []
							snake_case__	  =       get_test_module(a )
							for attr in dir(a ):
														snake_case__	  =       getattr(a  ,					a )
														# (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).
														snake_case__	  =       getattr(a  ,					"""all_model_classes"""  ,					[] )
														if len(a ) > 0:
																					test_classes.append(a )

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

def _UpperCAmelCase   (	a						:	Dict ):
							snake_case__	  =       get_test_classes(a )
							snake_case__	  =       set()
							for test_class in test_classes:
														model_classes.update(test_class.all_model_classes )

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

def _UpperCAmelCase   (	a						:	Any ):
							snake_case__	  =       test_class()
							if hasattr(a  ,					"""setUp""" ):
														test.setUp()

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

							return model_tester

def _UpperCAmelCase   (	a						:	Any  ,					a						:	int ):
							snake_case__	  =       get_test_classes(a )

							snake_case__	  =       []
							for test_class in test_classes:
														if model_class in test_class.all_model_classes:
																					target_test_classes.append(a )

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

def _UpperCAmelCase   (	a						:	Optional[Any]  ,					a						:	Tuple ):
							snake_case__	  =       get_test_classes_for_model(a  ,					a )

							snake_case__	  =       []
							for test_class in test_classes:
														snake_case__	  =       get_model_tester_from_test_class(a )
														if tester_class is not None:
																					tester_classes.append(a )

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

def _UpperCAmelCase   (	a						:	Optional[Any] ):
							snake_case__	  =       get_test_classes(a )
							snake_case__	  =       {test_class: get_model_tester_from_test_class(a ) for test_class in test_classes}
							return test_tester_mapping

def _UpperCAmelCase   (	a						:	Union[str, Any] ):
							snake_case__	  =       get_model_classes(a )
							snake_case__	  =       {
							    model_class: get_test_classes_for_model(a  ,					a ) for model_class in model_classes
							}
							return model_test_mapping

def _UpperCAmelCase   (	a						:	int ):
							snake_case__	  =       get_model_classes(a )
							snake_case__	  =       {
							    model_class: get_tester_classes_for_model(a  ,					a ) for model_class in model_classes
							}
							return model_to_tester_mapping



def _UpperCAmelCase   (	a						:	Optional[Any] ):
							if isinstance(a  ,					a ):
														return o
							elif isinstance(a  ,					a ):
														return o.__name__
							elif isinstance(a  ,					(list, tuple) ):
														return [to_json(a ) for x in o]
							elif isinstance(a  ,					a ):
														return {to_json(a ): to_json(a ) for k, v in o.items()}
							else:
														return o








import requests
from bsa import BeautifulSoup

def _UpperCAmelCase   (	a						:	str  ,					a						:	dict ):
							snake_case__	  =       BeautifulSoup(requests.get(a  ,					params=a ).content  ,					"""html.parser""" )
							snake_case__	  =       soup.find("""div"""  ,					attrs={"""class""": """gs_ri"""} )
							snake_case__	  =       div.find("""div"""  ,					attrs={"""class""": """gs_fl"""} ).find_all("""a""" )
							return anchors[2].get_text()


if __name__ == "__main__":
	a__       =     {
	    """title""": (
	        """Precisely geometry controlled microsupercapacitors for ultrahigh areal """
	        """capacitance, volumetric capacitance, and energy density"""
	    ),
	    """journal""": """Chem. Mater.""",
	    """volume""": 3_0,
	    """pages""": """3979-3990""",
	    """year""": 2_0_1_8,
	    """hl""": """en""",
	}
	print(get_citation("""https://scholar.google.com/scholar_lookup""", params=params))
