
"""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_   (		snake_case_		:			Tuple			)   ->Optional[int]:
			lowerCamelCase__	:     Optional[int]              =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__	:     Any              =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__	:     Tuple              =components[:-1] + [test_fn.replace('.py'							,    ''			)]
			lowerCamelCase__	:     Optional[int]              ='.'.join(__UpperCAmelCase			)

			return test_module_path






def    lowerCAmelCase_   (		snake_case_		:			Union[str, Any]			)   ->Optional[int]:
			lowerCamelCase__	:     Dict              =get_module_path(__UpperCAmelCase			)
			lowerCamelCase__	:     str              =importlib.import_module(__UpperCAmelCase			)

			return test_module






def    lowerCAmelCase_   (		snake_case_		:			Optional[int]			)   ->Tuple:
			lowerCamelCase__	:     Union[str, Any]              =[]
			lowerCamelCase__	:     Optional[int]              =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 snake_case_			: x.__name__			)






def    lowerCAmelCase_   (		snake_case_		:			Any			)   ->List[Any]:
			lowerCamelCase__	:     List[Any]              =[]
			lowerCamelCase__	:     int              =get_test_module(__UpperCAmelCase			)
			for attr in dir(__UpperCAmelCase			):
						lowerCamelCase__	:     Any              =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).
						lowerCamelCase__	:     Any              =getattr(__UpperCAmelCase							,    'all_model_classes'							,    []			)
						if len(__UpperCAmelCase			) > 0:
									test_classes.append(__UpperCAmelCase			)

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






def    lowerCAmelCase_   (		snake_case_		:			Optional[int]			)   ->str:
			lowerCamelCase__	:     Optional[Any]              =get_test_classes(__UpperCAmelCase			)
			lowerCamelCase__	:     Tuple              =set()
			for test_class in test_classes:
						model_classes.update(test_class.all_model_classes			)

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






def    lowerCAmelCase_   (		snake_case_		:			Dict			)   ->List[Any]:
			lowerCamelCase__	:     Union[str, Any]              =test_class()
			if hasattr(__UpperCAmelCase							,    'setUp'			):
						test.setUp()

			lowerCamelCase__	:     str              =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:
									lowerCamelCase__	:     Optional[Any]              =test.model_tester.__class__

			return model_tester






def    lowerCAmelCase_   (		snake_case_		:			int							,    snake_case_		:			Optional[int]			)   ->Optional[int]:
			lowerCamelCase__	:     List[Any]              =get_test_classes(__UpperCAmelCase			)

			lowerCamelCase__	:     List[Any]              =[]
			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 snake_case_			: x.__name__			)






def    lowerCAmelCase_   (		snake_case_		:			List[str]							,    snake_case_		:			int			)   ->List[str]:
			lowerCamelCase__	:     Optional[Any]              =get_test_classes_for_model(__UpperCAmelCase							,    __UpperCAmelCase			)

			lowerCamelCase__	:     List[Any]              =[]
			for test_class in test_classes:
						lowerCamelCase__	:     List[Any]              =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 snake_case_			: x.__name__			)






def    lowerCAmelCase_   (		snake_case_		:			Any			)   ->Dict:
			lowerCamelCase__	:     List[Any]              =get_test_classes(__UpperCAmelCase			)
			lowerCamelCase__	:     Union[str, Any]              ={test_class: get_model_tester_from_test_class(__UpperCAmelCase			) for test_class in test_classes}
			return test_tester_mapping






def    lowerCAmelCase_   (		snake_case_		:			Tuple			)   ->Optional[int]:
			lowerCamelCase__	:     Any              =get_model_classes(__UpperCAmelCase			)
			lowerCamelCase__	:     Optional[Any]              ={
			    model_class: get_test_classes_for_model(__UpperCAmelCase							,    __UpperCAmelCase			) for model_class in model_classes
			}
			return model_test_mapping






def    lowerCAmelCase_   (		snake_case_		:			List[Any]			)   ->str:
			lowerCamelCase__	:     Optional[Any]              =get_model_classes(__UpperCAmelCase			)
			lowerCamelCase__	:     Dict              ={
			    model_class: get_tester_classes_for_model(__UpperCAmelCase							,    __UpperCAmelCase			) for model_class in model_classes
			}
			return model_to_tester_mapping






def    lowerCAmelCase_   (		snake_case_		:			int			)   ->Optional[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





'''simple docstring'''

# tests directory-specific settings - this file is run automatically
# by pytest before any tests are run

import doctest
import sys
import warnings
from os.path import abspath, dirname, join

import _pytest

from transformers.testing_utils import HfDoctestModule, HfDocTestParser


# allow having multiple repository checkouts and not needing to remember to rerun
# 'pip install -e .[dev]' when switching between checkouts and running tests.
a  :				int									=  abspath(join(dirname(__file__), 'src'))
sys.path.insert(1, git_repo_path)

# silence FutureWarning warnings in tests since often we can't act on them until
# they become normal warnings - i.e. the tests still need to test the current functionality
warnings.simplefilter(action='ignore', category=FutureWarning)


def 		__magic_name__    (	__UpperCAmelCase	)		->					Optional[int]:

					'''simple docstring'''

					config.addinivalue_line(
					    '''markers''',      '''is_pt_tf_cross_test: mark test to run only when PT and TF interactions are tested'''	)
					config.addinivalue_line(
					    '''markers''',      '''is_pt_flax_cross_test: mark test to run only when PT and FLAX interactions are tested'''	)
					config.addinivalue_line('''markers''',      '''is_pipeline_test: mark test to run only when pipelines are tested'''	)
					config.addinivalue_line('''markers''',      '''is_staging_test: mark test to run only in the staging environment'''	)
					config.addinivalue_line('''markers''',      '''accelerate_tests: mark test that require accelerate'''	)
					config.addinivalue_line('''markers''',      '''tool_tests: mark the tool tests that are run on their specific schedule'''	)


def 		__magic_name__    (	__UpperCAmelCase	)		->					int:

					'''simple docstring'''

					from transformers.testing_utils import pytest_addoption_shared

					pytest_addoption_shared(__UpperCAmelCase	)


def 		__magic_name__    (	__UpperCAmelCase	)		->					Union[str, Any]:

					'''simple docstring'''

					from transformers.testing_utils import pytest_terminal_summary_main

					snake_case_									=				terminalreporter.config.getoption('''--make-reports'''	)
					if make_reports:
										pytest_terminal_summary_main(__UpperCAmelCase,      id=__UpperCAmelCase	)


def 		__magic_name__    (	__UpperCAmelCase,      __UpperCAmelCase	)		->					Optional[int]:

					'''simple docstring'''

					if exitstatus == 5:
										snake_case_									=				0


# Doctest custom flag to ignore output.
a  :				Union[str, Any]									=  doctest.register_optionflag('IGNORE_RESULT')

a  :				Optional[int]									=  doctest.OutputChecker






class 						a				(   _lowerCamelCase     ):


				def   A_ (		self    :					List[Any]       ,				lowercase_    :					int       ,				lowercase_    :					Tuple       ,				lowercase_    :					Optional[int]					):
									if IGNORE_RESULT & optionflags:
														return True
									return OutputChecker.check_output(self       ,				lowercase_       ,				lowercase_       ,				lowercase_					)







a  :				List[Any]									=  CustomOutputChecker
a  :				Optional[int]									=  HfDoctestModule

a  :				Tuple									=  HfDocTestParser

