


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     (			UpperCamelCase__				):







							'''simple docstring'''






							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(UpperCamelCase__				)

							return test_module_path





def  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_module_path(UpperCamelCase__				)
							snake_case_          =   importlib.import_module(UpperCamelCase__				)

							return test_module





def  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   []
							snake_case_          =   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  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   []
							snake_case_          =   get_test_module(UpperCamelCase__				)
							for attr in dir(UpperCamelCase__				):
														snake_case_          =   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).
														snake_case_          =   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  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_test_classes(UpperCamelCase__				)
							snake_case_          =   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  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   test_class()
							if hasattr(UpperCamelCase__       ,							'setUp'				):
														test.setUp()

							snake_case_          =   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:
																					snake_case_          =   test.model_tester.__class__

							return model_tester





def  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_test_classes(UpperCamelCase__				)

							snake_case_          =   []
							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  __lowerCamelCase     (			UpperCamelCase__       ,							UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_test_classes_for_model(UpperCamelCase__       ,							UpperCamelCase__				)

							snake_case_          =   []
							for test_class in test_classes:
														snake_case_          =   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  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_test_classes(UpperCamelCase__				)
							snake_case_          =   {test_class: get_model_tester_from_test_class(UpperCamelCase__				) for test_class in test_classes}
							return test_tester_mapping





def  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_model_classes(UpperCamelCase__				)
							snake_case_          =   {
							    model_class: get_test_classes_for_model(UpperCamelCase__       ,							UpperCamelCase__				) for model_class in model_classes
							}
							return model_test_mapping





def  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							snake_case_          =   get_model_classes(UpperCamelCase__				)
							snake_case_          =   {
							    model_class: get_tester_classes_for_model(UpperCamelCase__       ,							UpperCamelCase__				) for model_class in model_classes
							}
							return model_to_tester_mapping





def  __lowerCamelCase     (			UpperCamelCase__				):







							'''simple docstring'''






							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







import os
import sys
import unittest


_UpperCAmelCase		:       str						    =	os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, """utils"""))

import get_test_info  # noqa: E402
from get_test_info import (  # noqa: E402
    get_model_to_test_mapping,
    get_model_to_tester_mapping,
    get_test_to_tester_mapping,
)


_UpperCAmelCase		:       List[Any]						    =	os.path.join("""tests""", """models""", """bert""", """test_modeling_bert.py""")
_UpperCAmelCase		:       Dict						    =	os.path.join("""tests""", """models""", """blip""", """test_modeling_blip.py""")







class 			lowercase    (	unittest.TestCase      ):




				def    a							( self	):
											snake_case_          =   get_test_to_tester_mapping(snake_case	)
											snake_case_          =   get_test_to_tester_mapping(snake_case	)

											snake_case_          =   {'BertModelTest': 'BertModelTester'}

											snake_case_          =   {
											    'BlipModelTest': 'BlipModelTester',
											    'BlipTextImageModelTest': 'BlipTextImageModelsModelTester',
											    'BlipTextModelTest': 'BlipTextModelTester',
											    'BlipTextRetrievalModelTest': 'BlipTextRetrievalModelTester',
											    'BlipVQAModelTest': 'BlipVQAModelTester',
											    'BlipVisionModelTest': 'BlipVisionModelTester',
											}

											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)
											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)




				def    a							( self	):
											snake_case_          =   get_model_to_test_mapping(snake_case	)
											snake_case_          =   get_model_to_test_mapping(snake_case	)

											snake_case_          =   {
											    'BertForMaskedLM': ['BertModelTest'],
											    'BertForMultipleChoice': ['BertModelTest'],
											    'BertForNextSentencePrediction': ['BertModelTest'],
											    'BertForPreTraining': ['BertModelTest'],
											    'BertForQuestionAnswering': ['BertModelTest'],
											    'BertForSequenceClassification': ['BertModelTest'],
											    'BertForTokenClassification': ['BertModelTest'],
											    'BertLMHeadModel': ['BertModelTest'],
											    'BertModel': ['BertModelTest'],
											}

											snake_case_          =   {
											    'BlipForConditionalGeneration': ['BlipTextImageModelTest'],
											    'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTest'],
											    'BlipForQuestionAnswering': ['BlipVQAModelTest'],
											    'BlipModel': ['BlipModelTest'],
											    'BlipTextModel': ['BlipTextModelTest'],
											    'BlipVisionModel': ['BlipVisionModelTest'],
											}

											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)
											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)




				def    a							( self	):
											snake_case_          =   get_model_to_tester_mapping(snake_case	)
											snake_case_          =   get_model_to_tester_mapping(snake_case	)

											snake_case_          =   {
											    'BertForMaskedLM': ['BertModelTester'],
											    'BertForMultipleChoice': ['BertModelTester'],
											    'BertForNextSentencePrediction': ['BertModelTester'],
											    'BertForPreTraining': ['BertModelTester'],
											    'BertForQuestionAnswering': ['BertModelTester'],
											    'BertForSequenceClassification': ['BertModelTester'],
											    'BertForTokenClassification': ['BertModelTester'],
											    'BertLMHeadModel': ['BertModelTester'],
											    'BertModel': ['BertModelTester'],
											}

											snake_case_          =   {
											    'BlipForConditionalGeneration': ['BlipTextImageModelsModelTester'],
											    'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTester'],
											    'BlipForQuestionAnswering': ['BlipVQAModelTester'],
											    'BlipModel': ['BlipModelTester'],
											    'BlipTextModel': ['BlipTextModelTester'],
											    'BlipVisionModel': ['BlipVisionModelTester'],
											}

											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)
											self.assertEqual(get_test_info.to_json(snake_case	)				,       snake_case	)




