






import copy
import json
import os
import tempfile

from transformers import is_torch_available

from .test_configuration_utils import config_common_kwargs


class 			SCREAMING_SNAKE_CASE      (      lowerCAmelCase       ):
     '''simple docstring'''


     def __init__(					self							:						Union[str, Any]       ,			UpperCAmelCase_							:						Optional[int]       ,			UpperCAmelCase_							:						Dict=None       ,			UpperCAmelCase_							:						Dict=True       ,			UpperCAmelCase_							:						List[Any]=None       ,			**UpperCAmelCase_							:						Optional[int]   ):
       SCREAMING_SNAKE_CASE							:   Dict						    =     parent
       SCREAMING_SNAKE_CASE							:   Dict						    =     config_class
       SCREAMING_SNAKE_CASE							:   Optional[Any]						    =     has_text_modality
       SCREAMING_SNAKE_CASE							:   List[str]						    =     kwargs
       SCREAMING_SNAKE_CASE							:   List[Any]						    =     common_properties


     def 					_A							(					self							:						Union[str, Any]   ):
       SCREAMING_SNAKE_CASE							:   int						    =     self.config_class(**self.inputs_dict   )
       SCREAMING_SNAKE_CASE							:   Dict						    =     (
           ["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(UpperCAmelCase_       ,			UpperCAmelCase_   )       ,			msg=f'''`{prop}` does not exist'''   )

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


     def 					_A							(					self							:						Optional[int]   ):
       SCREAMING_SNAKE_CASE							:   Optional[int]						    =     self.config_class(**self.inputs_dict   )
       SCREAMING_SNAKE_CASE							:   Any						    =     json.loads(config.to_json_string()   )
       for key, value in self.inputs_dict.items():
         self.parent.assertEqual(obj[key]       ,			UpperCAmelCase_   )


     def 					_A							(					self							:						Tuple   ):
       SCREAMING_SNAKE_CASE							:   Optional[Any]						    =     self.config_class(**self.inputs_dict   )

       with tempfile.TemporaryDirectory() as tmpdirname:
         SCREAMING_SNAKE_CASE							:   Dict						    =     os.path.join(UpperCAmelCase_       ,			"config.json"   )
         config_first.to_json_file(UpperCAmelCase_   )
         SCREAMING_SNAKE_CASE							:   Tuple						    =     self.config_class.from_json_file(UpperCAmelCase_   )

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


     def 					_A							(					self							:						Optional[int]   ):
       SCREAMING_SNAKE_CASE							:   Tuple						    =     self.config_class(**self.inputs_dict   )

       with tempfile.TemporaryDirectory() as tmpdirname:
         config_first.save_pretrained(UpperCAmelCase_   )
         SCREAMING_SNAKE_CASE							:   Optional[int]						    =     self.config_class.from_pretrained(UpperCAmelCase_   )

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


     def 					_A							(					self							:						List[str]   ):
       SCREAMING_SNAKE_CASE							:   Union[str, Any]						    =     self.config_class(**self.inputs_dict   )

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

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


     def 					_A							(					self							:						Optional[Any]   ):
       SCREAMING_SNAKE_CASE							:   List[Any]						    =     self.config_class(**self.inputs_dict       ,			num_labels=5   )
       self.parent.assertEqual(len(config.idalabel   )       ,			5   )
       self.parent.assertEqual(len(config.labelaid   )       ,			5   )

       SCREAMING_SNAKE_CASE							:   List[Any]						    =     3
       self.parent.assertEqual(len(config.idalabel   )       ,			3   )
       self.parent.assertEqual(len(config.labelaid   )       ,			3   )


     def 					_A							(					self							:						str   ):
       if self.config_class.is_composition:
         return
       SCREAMING_SNAKE_CASE							:   Optional[int]						    =     self.config_class()
       self.parent.assertIsNotNone(UpperCAmelCase_   )


     def 					_A							(					self							:						List[Any]   ):
       SCREAMING_SNAKE_CASE							:   Optional[int]						    =     copy.deepcopy(UpperCAmelCase_   )
       SCREAMING_SNAKE_CASE							:   Any						    =     self.config_class(**UpperCAmelCase_   )
       SCREAMING_SNAKE_CASE							:   Dict						    =     []
       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(UpperCAmelCase_       ,			UpperCAmelCase_   ) != value:
           wrong_values.append((key, getattr(UpperCAmelCase_       ,			UpperCAmelCase_   ), value)   )

       if len(UpperCAmelCase_   ) > 0:
         SCREAMING_SNAKE_CASE							:   Any						    =     "\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 					_A							(					self							:						Tuple   ):
       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"""






import re







def 	_snake_case     (							lowercase__						):

				if len(re.findall('[ATCG]'				,       lowercase__						)						) != len(lowercase__						):
								raise ValueError('Invalid Strand'						)

				return dna.translate(dna.maketrans('ATCG'				,       'TAGC'						)						)


if __name__ == "__main__":
			import doctest

			doctest.testmod()