
"""simple docstring"""




import copy
import json
import os
import tempfile

from transformers import is_torch_available

from .test_configuration_utils import config_common_kwargs

class 						a__		( a_		):
   def __init__(     self      ,       _a      ,       _a=None      ,       _a=True      ,       _a=None      ,       **_a							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          if self.config_class.is_composition:
                 return
          lowercase       :							List[str]									=				self.config_class()
          self.parent.assertIsNotNone(_a							)
   def      __magic_name__     (     self							):
          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      __magic_name__     (     self							):
          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							:			Any	,					__snake_case							:			Union[str, Any]	,					__snake_case							:			Union[str, Any]=False    )					->							Optional[Any]:

       if isinstance(__snake_case	,					__snake_case    ) and isinstance(__snake_case	,					__snake_case    ):
              lowercase       :							Tuple									=				len(set_a.intersection(__snake_case    )    )

              if alternative_union:
                     lowercase       :							Union[str, Any]									=				len(__snake_case    ) + len(__snake_case    )
              else:
                     lowercase       :							Optional[Any]									=				len(set_a.union(__snake_case    )    )

              return intersection / union

       if isinstance(__snake_case	,					(list, tuple)    ) and isinstance(__snake_case	,					(list, tuple)    ):
              lowercase       :							Tuple									=				[element for element in set_a if element in set_b]

              if alternative_union:
                     lowercase       :							List[str]									=				len(__snake_case    ) + len(__snake_case    )
                     return len(__snake_case    ) / union
              else:
                     lowercase       :							Dict									=				set_a + [element for element in set_b if element not in set_a]
                     return len(__snake_case    ) / len(__snake_case    )

              return len(__snake_case    ) / len(__snake_case    )
       return None


if __name__ == "__main__":
   _A     :			List[str]  						=			{"""a""", """b""", """c""", """d""", """e"""}
   _A     :			Dict  						=			{"""c""", """d""", """e""", """f""", """h""", """i"""}
   print(jaccard_similarity(set_a, set_b))


