
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	(   __UpperCamelCase			):
      def __init__(      self		,						lowerCamelCase		,						lowerCamelCase=None		,						lowerCamelCase=True		,						lowerCamelCase=None		,						**lowerCamelCase			):
          snake_case__    =					parent
          snake_case__    =					config_class
          snake_case__    =					has_text_modality
          snake_case__    =					kwargs
          snake_case__    =					common_properties
      def A_      (      self			):
          snake_case__    =					self.config_class(**self.inputs_dict			)
          snake_case__    =					(
              ["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(lowerCamelCase		,						lowerCamelCase			)		,						msg=F"""`{prop}` does not exist"""			)

          # Test that config has the common properties as setter
          for idx, name in enumerate(lowerCamelCase			):
              try:
                  setattr(lowerCamelCase		,						lowerCamelCase		,						lowerCamelCase			)
                  self.parent.assertEqual(
                      getattr(lowerCamelCase		,						lowerCamelCase			)		,						lowerCamelCase		,						msg=F"""`{name} value {idx} expected, but was {getattr(lowerCamelCase		,						lowerCamelCase			)}"""			)
              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(lowerCamelCase			):
              try:
                  snake_case__    =					self.config_class(**{name: idx}			)
                  self.parent.assertEqual(
                      getattr(lowerCamelCase		,						lowerCamelCase			)		,						lowerCamelCase		,						msg=F"""`{name} value {idx} expected, but was {getattr(lowerCamelCase		,						lowerCamelCase			)}"""			)
              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			):
          snake_case__    =					self.config_class(**self.inputs_dict			)
          snake_case__    =					json.loads(config.to_json_string()			)
          for key, value in self.inputs_dict.items():
              self.parent.assertEqual(obj[key]		,						lowerCamelCase			)
      def A_      (      self			):
          snake_case__    =					self.config_class(**self.inputs_dict			)

          with tempfile.TemporaryDirectory() as tmpdirname:
              snake_case__    =					os.path.join(lowerCamelCase		,						"config.json"			)
              config_first.to_json_file(lowerCamelCase			)
              snake_case__    =					self.config_class.from_json_file(lowerCamelCase			)

          self.parent.assertEqual(config_second.to_dict()		,						config_first.to_dict()			)
      def A_      (      self			):
          snake_case__    =					self.config_class(**self.inputs_dict			)

          with tempfile.TemporaryDirectory() as tmpdirname:
              config_first.save_pretrained(lowerCamelCase			)
              snake_case__    =					self.config_class.from_pretrained(lowerCamelCase			)

          self.parent.assertEqual(config_second.to_dict()		,						config_first.to_dict()			)
      def A_      (      self			):
          snake_case__    =					self.config_class(**self.inputs_dict			)

          snake_case__    =					"test"
          with tempfile.TemporaryDirectory() as tmpdirname:
              snake_case__    =					os.path.join(lowerCamelCase		,						lowerCamelCase			)
              config_first.save_pretrained(lowerCamelCase			)
              snake_case__    =					self.config_class.from_pretrained(lowerCamelCase		,						subfolder=lowerCamelCase			)

          self.parent.assertEqual(config_second.to_dict()		,						config_first.to_dict()			)
      def A_      (      self			):
          snake_case__    =					self.config_class(**self.inputs_dict		,						num_labels=5			)
          self.parent.assertEqual(len(config.idalabel			)		,						5			)
          self.parent.assertEqual(len(config.labelaid			)		,						5			)

          snake_case__    =					3
          self.parent.assertEqual(len(config.idalabel			)		,						3			)
          self.parent.assertEqual(len(config.labelaid			)		,						3			)
      def A_      (      self			):
          if self.config_class.is_composition:
              return
          snake_case__    =					self.config_class()
          self.parent.assertIsNotNone(lowerCamelCase			)
      def A_      (      self			):
          snake_case__    =					copy.deepcopy(lowerCamelCase			)
          snake_case__    =					self.config_class(**lowerCamelCase			)
          snake_case__    =					[]
          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(lowerCamelCase		,						lowerCamelCase			) != value:
                  wrong_values.append((key, getattr(lowerCamelCase		,						lowerCamelCase			), value)			)

          if len(lowerCamelCase			) > 0:
              snake_case__    =					"\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			):
          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()





from math import loga





def 						SCREAMING_SNAKE_CASE__     (   __lowerCAmelCase				):
    if a < 0:
        raise ValueError("Input value must be a positive integer"				)
    elif isinstance(__lowerCAmelCase     ,		__lowerCAmelCase				):
        raise TypeError("Input value must be a 'int' type"				)
    return 0 if (a == 0) else int(loga(a & -a				)				)


if __name__ == "__main__":
     import doctest

     doctest.testmod()



