




import copy
import json
import os
import tempfile

from transformers import is_torch_available

from .test_configuration_utils import config_common_kwargs





class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 def __init__(							self  :		Dict    ,    _lowerCAmelCase  :		List[Any]    ,    _lowerCAmelCase  :		int=None    ,    _lowerCAmelCase  :		Dict=True    ,    _lowerCAmelCase  :		int=None    ,    **_lowerCAmelCase  :		str						):
       SCREAMING_SNAKE_CASE_     						=      parent
       SCREAMING_SNAKE_CASE_     						=      config_class
       SCREAMING_SNAKE_CASE_     						=      has_text_modality
       SCREAMING_SNAKE_CASE_     						=      kwargs
       SCREAMING_SNAKE_CASE_     						=      common_properties



 def 				lowerCAmelCase_  (							self  :		Any						):
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**self.inputs_dict						)
       SCREAMING_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:
                   SCREAMING_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 				lowerCAmelCase_  (							self  :		List[Any]						):
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**self.inputs_dict						)
       SCREAMING_SNAKE_CASE_     						=      json.loads(config.to_json_string()						)
       for key, value in self.inputs_dict.items():
             self.parent.assertEqual(obj[key]    ,    _lowerCAmelCase						)



 def 				lowerCAmelCase_  (							self  :		int						):
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**self.inputs_dict						)

       with tempfile.TemporaryDirectory() as tmpdirname:
             SCREAMING_SNAKE_CASE_     						=      os.path.join(_lowerCAmelCase    ,    'config.json'						)
             config_first.to_json_file(_lowerCAmelCase						)
             SCREAMING_SNAKE_CASE_     						=      self.config_class.from_json_file(_lowerCAmelCase						)

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



 def 				lowerCAmelCase_  (							self  :		str						):
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**self.inputs_dict						)

       with tempfile.TemporaryDirectory() as tmpdirname:
             config_first.save_pretrained(_lowerCAmelCase						)
             SCREAMING_SNAKE_CASE_     						=      self.config_class.from_pretrained(_lowerCAmelCase						)

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



 def 				lowerCAmelCase_  (							self  :		List[str]						):
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**self.inputs_dict						)

       SCREAMING_SNAKE_CASE_     						=      'test'
       with tempfile.TemporaryDirectory() as tmpdirname:
             SCREAMING_SNAKE_CASE_     						=      os.path.join(_lowerCAmelCase    ,    _lowerCAmelCase						)
             config_first.save_pretrained(_lowerCAmelCase						)
             SCREAMING_SNAKE_CASE_     						=      self.config_class.from_pretrained(_lowerCAmelCase    ,    subfolder=_lowerCAmelCase						)

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



 def 				lowerCAmelCase_  (							self  :		int						):
       SCREAMING_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						)

       SCREAMING_SNAKE_CASE_     						=      3
       self.parent.assertEqual(len(config.idalabel						)    ,    3						)
       self.parent.assertEqual(len(config.labelaid						)    ,    3						)



 def 				lowerCAmelCase_  (							self  :		Any						):
       if self.config_class.is_composition:
             return
       SCREAMING_SNAKE_CASE_     						=      self.config_class()
       self.parent.assertIsNotNone(_lowerCAmelCase						)



 def 				lowerCAmelCase_  (							self  :		Dict						):
       SCREAMING_SNAKE_CASE_     						=      copy.deepcopy(_lowerCAmelCase						)
       SCREAMING_SNAKE_CASE_     						=      self.config_class(**_lowerCAmelCase						)
       SCREAMING_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:
             SCREAMING_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 				lowerCAmelCase_  (							self  :		str						):
       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()





def  UpperCAmelCase_							(				__UpperCAmelCase						:     str							) ->			str:
      SCREAMING_SNAKE_CASE_     						=      ''
      for ch in key:
            if ch == " " or ch not in key_no_dups and ch.isalpha():
                  key_no_dups += ch
      return key_no_dups

def  UpperCAmelCase_							(				__UpperCAmelCase						:     str							) ->			dict[str, str]:
      SCREAMING_SNAKE_CASE_     						=      [chr(i + 65							) for i in range(26							)]
      # Remove duplicate characters from key
      SCREAMING_SNAKE_CASE_     						=      remove_duplicates(key.upper()							)
      SCREAMING_SNAKE_CASE_     						=      len(__UpperCAmelCase							)
      # First fill cipher with key characters
      SCREAMING_SNAKE_CASE_     						=      {alphabet[i]: char for i, char in enumerate(__UpperCAmelCase							)}
      # Then map remaining characters in alphabet to
      # the alphabet from the beginning
      for i in range(len(__UpperCAmelCase							)      ,      26							):
            SCREAMING_SNAKE_CASE_     						=      alphabet[i - offset]
            # Ensure we are not mapping letters to letters previously mapped
            while char in key:
                  offset -= 1
                  SCREAMING_SNAKE_CASE_     						=      alphabet[i - offset]
            SCREAMING_SNAKE_CASE_     						=      char
      return cipher_alphabet

def  UpperCAmelCase_							(				__UpperCAmelCase						:     str      ,      __UpperCAmelCase						:     dict[str, str]							) ->			str:
      return "".join(cipher_map.get(__UpperCAmelCase      ,      __UpperCAmelCase							) for ch in message.upper()							)

def  UpperCAmelCase_							(				__UpperCAmelCase						:     str      ,      __UpperCAmelCase						:     dict[str, str]							) ->			str:
      SCREAMING_SNAKE_CASE_     						=      {v: k for k, v in cipher_map.items()}
      return "".join(rev_cipher_map.get(__UpperCAmelCase      ,      __UpperCAmelCase							) for ch in message.upper()							)

def  UpperCAmelCase_							(				) ->			None:
      SCREAMING_SNAKE_CASE_     						=      input('Enter message to encode or decode: '							).strip()
      SCREAMING_SNAKE_CASE_     						=      input('Enter keyword: '							).strip()
      SCREAMING_SNAKE_CASE_     						=      input('Encipher or decipher? E/D:'							).strip()[0].lower()
      try:
            SCREAMING_SNAKE_CASE_     						=      {'e': encipher, 'd': decipher}[option]
      except KeyError:
            raise KeyError('invalid input option'							)
      SCREAMING_SNAKE_CASE_     						=      create_cipher_map(__UpperCAmelCase							)
      print(func(__UpperCAmelCase      ,      __UpperCAmelCase							)							)


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   main()