






import copy
import json
import os
import tempfile

from transformers import is_torch_available

from .test_configuration_utils import config_common_kwargs

class 		lowerCAmelCase  (			a_      ):

					'''simple docstring'''

					def __init__(	self					:						Optional[Any]		,  __a					:						Optional[Any]		,  __a					:						List[str]=None		,  __a					:						List[Any]=True		,  __a					:						Optional[int]=None		,  **__a					:						Union[str, Any]				)      ->	Dict:


												"""simple docstring"""

												__lowercase   :				Tuple						      =  parent
												__lowercase   :				List[Any]						      =  config_class
												__lowercase   :				Union[str, Any]						      =  has_text_modality
												__lowercase   :				List[Any]						      =  kwargs
												__lowercase   :				List[Any]						      =  common_properties



					def    lowerCAmelCase					(	self					:						List[Any]				)      ->	Any:


												"""simple docstring"""

												__lowercase   :				int						      =  self.config_class(**self.inputs_dict				)
												__lowercase   :				Union[str, Any]						      =  (
												    ["hidden_size", "num_attention_heads", "num_hidden_layers"]
												    if self.common_properties is None
												    else self.common_properties
												)

												# Add common fields for text models
												if self.has_text_modality:
																			common_properties.extend(["""vocab_size"""]				)

												# Test that config has the common properties as getters
												for prop in common_properties:
																			self.parent.assertTrue(hasattr(_a		,  _a				)		,  msg=F"`{prop}` does not exist"				)

												# Test that config has the common properties as setter
												for idx, name in enumerate(_a				):
																			try:
																										setattr(_a		,  _a		,  _a				)
																										self.parent.assertEqual(
																										    getattr(_a		,  _a				)		,  _a		,  msg=F"`{name} value {idx} expected, but was {getattr(_a		,  _a				)}"				)
																			except NotImplementedError:
																										# Some models might not be able to implement setters for common_properties
																										# In that case, a NotImplementedError is raised
																										pass

        # Test if config class can be called with Config(prop_name=..)
												for idx, name in enumerate(_a				):
																			try:
																										__lowercase   :				Dict						      =  self.config_class(**{name: idx}				)
																										self.parent.assertEqual(
																										    getattr(_a		,  _a				)		,  _a		,  msg=F"`{name} value {idx} expected, but was {getattr(_a		,  _a				)}"				)
																			except NotImplementedError:
																										# Some models might not be able to implement setters for common_properties
																										# In that case, a NotImplementedError is raised
																										pass



					def    lowerCAmelCase					(	self					:						str				)      ->	int:


												"""simple docstring"""

												__lowercase   :				str						      =  self.config_class(**self.inputs_dict				)
												__lowercase   :				str						      =  json.loads(config.to_json_string()				)
												for key, value in self.inputs_dict.items():
																			self.parent.assertEqual(obj[key]		,  _a				)



					def    lowerCAmelCase					(	self					:						Tuple				)      ->	Dict:


												"""simple docstring"""

												__lowercase   :				Tuple						      =  self.config_class(**self.inputs_dict				)

												with tempfile.TemporaryDirectory() as tmpdirname:
																			__lowercase   :				str						      =  os.path.join(_a		,  """config.json"""				)
																			config_first.to_json_file(_a				)
																			__lowercase   :				List[str]						      =  self.config_class.from_json_file(_a				)

												self.parent.assertEqual(config_second.to_dict()		,  config_first.to_dict()				)



					def    lowerCAmelCase					(	self					:						Tuple				)      ->	Any:


												"""simple docstring"""

												__lowercase   :				Optional[int]						      =  self.config_class(**self.inputs_dict				)

												with tempfile.TemporaryDirectory() as tmpdirname:
																			config_first.save_pretrained(_a				)
																			__lowercase   :				List[str]						      =  self.config_class.from_pretrained(_a				)

												self.parent.assertEqual(config_second.to_dict()		,  config_first.to_dict()				)



					def    lowerCAmelCase					(	self					:						List[Any]				)      ->	List[Any]:


												"""simple docstring"""

												__lowercase   :				List[Any]						      =  self.config_class(**self.inputs_dict				)

												__lowercase   :				List[str]						      =  "test"
												with tempfile.TemporaryDirectory() as tmpdirname:
																			__lowercase   :				Tuple						      =  os.path.join(_a		,  _a				)
																			config_first.save_pretrained(_a				)
																			__lowercase   :				Tuple						      =  self.config_class.from_pretrained(_a		,  subfolder=_a				)

												self.parent.assertEqual(config_second.to_dict()		,  config_first.to_dict()				)



					def    lowerCAmelCase					(	self					:						List[str]				)      ->	Union[str, Any]:


												"""simple docstring"""

												__lowercase   :				Any						      =  self.config_class(**self.inputs_dict		,  num_labels=5				)
												self.parent.assertEqual(len(config.idalabel				)		,  5				)
												self.parent.assertEqual(len(config.labelaid				)		,  5				)

												__lowercase   :				Optional[int]						      =  3
												self.parent.assertEqual(len(config.idalabel				)		,  3				)
												self.parent.assertEqual(len(config.labelaid				)		,  3				)



					def    lowerCAmelCase					(	self					:						int				)      ->	List[Any]:


												"""simple docstring"""

												if self.config_class.is_composition:
																			return
												__lowercase   :				List[str]						      =  self.config_class()
												self.parent.assertIsNotNone(_a				)



					def    lowerCAmelCase					(	self					:						str				)      ->	List[str]:


												"""simple docstring"""

												__lowercase   :				List[str]						      =  copy.deepcopy(_a				)
												__lowercase   :				Tuple						      =  self.config_class(**_a				)
												__lowercase   :				List[str]						      =  []
												for key, value in config_common_kwargs.items():
																			if key == "torch_dtype":
																										if not is_torch_available():
																																	continue
																										else:
																																	import torch

																																	if config.torch_dtype != torch.floataa:
																																								wrong_values.append(("""torch_dtype""", config.torch_dtype, torch.floataa)				)
																			elif getattr(_a		,  _a				) != value:
																										wrong_values.append((key, getattr(_a		,  _a				), value)				)

												if len(_a				) > 0:
																			__lowercase   :				Dict						      =  "\n".join([F"- {v[0]}: got {v[1]} instead of {v[2]}" for v in wrong_values]				)
																			raise ValueError(F"The following keys were not properly set in the config:\n{errors}"				)



					def    lowerCAmelCase					(	self					:						Dict				)      ->	Union[str, Any]:


												"""simple docstring"""

												self.create_and_test_config_common_properties()
												self.create_and_test_config_to_json_string()
												self.create_and_test_config_to_json_file()
												self.create_and_test_config_from_and_save_pretrained()
												self.create_and_test_config_from_and_save_pretrained_subfolder()
												self.create_and_test_config_with_num_labels()
												self.check_config_can_be_init_without_params()
												self.check_config_arguments_init()

"""simple docstring"""




def     __magic_name__      ( __snake_case							:			int	,					__snake_case							:			int    )					->							Any:
       if b == 0:
              return 1
       if (b % 2) == 0:
              return actual_power(__snake_case	,					int(b / 2    )    ) * actual_power(__snake_case	,					int(b / 2    )    )
       else:
              return a * actual_power(__snake_case	,					int(b / 2    )    ) * actual_power(__snake_case	,					int(b / 2    )    )


def     __magic_name__      ( __snake_case							:			int	,					__snake_case							:			int    )					->							float:
       if b < 0:
              return 1 / actual_power(__snake_case	,					__snake_case    )
       return actual_power(__snake_case	,					__snake_case    )


if __name__ == "__main__":
   print(power(-2, -3))


