

import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils





class    __UpperCAmelCase	(			unittest.TestCase		):



   @patch('''diffusers.utils.hub_utils.get_full_repo_name'''		)
   def 			__magic_name__       (				self				:	str,						__A				:	Mock		):
     UpperCAmelCase			:				Optional[int]										=					"""full_repo_name"""
     with TemporaryDirectory() as tmpdir:
       # Dummy args values
       UpperCAmelCase			:				Dict										=					Mock()
       UpperCAmelCase			:				Union[str, Any]										=					tmpdir
       UpperCAmelCase			:				Union[str, Any]										=					0
       UpperCAmelCase			:				Dict										=					"""hub_token"""
       UpperCAmelCase			:				Any										=					"""dataset_name"""
       UpperCAmelCase			:				List[str]										=					0.0_1
       UpperCAmelCase			:				Optional[int]										=					1_0_0_0_0_0
       UpperCAmelCase			:				Any										=					1_0_0_0_0
       UpperCAmelCase			:				Any										=					0.0_1
       UpperCAmelCase			:				List[str]										=					0.0_2
       UpperCAmelCase			:				List[str]										=					0.0_3
       UpperCAmelCase			:				List[Any]										=					0.0_0_0_5
       UpperCAmelCase			:				str										=					0.0_0_0_0_0_1
       UpperCAmelCase			:				int										=					1
       UpperCAmelCase			:				str										=					1_0
       UpperCAmelCase			:				List[Any]										=					0.0_0_1
       UpperCAmelCase			:				Optional[int]										=					0.1
       UpperCAmelCase			:				int										=					0.2
       UpperCAmelCase			:				int										=					True

       # Model card mush be rendered and saved
       diffusers.utils.hub_utils.create_model_card(SCREAMING_SNAKE_CASE_,						model_name='''model_name'''		)
       self.assertTrue((Path(SCREAMING_SNAKE_CASE_		) / '''README.md''').is_file()		)









_A		:					Union[str, Any]          =							1_000



def      __lowerCAmelCase    (				snake_case						:     float			)							->				float:
   return x * x



def      __lowerCAmelCase    (				snake_case						:     Optional[int]    ,   snake_case						:     float    ,   snake_case						:     float    ,   snake_case						:     int = 4			)							->				float:
   assert callable(
       snake_case			), f'the function(object) passed should be callable your input : {function}'
   assert isinstance(snake_case    ,   (float, int)			), f'a should be float or integer your input : {a}'
   assert isinstance(function(snake_case			)    ,   (float, int)			), (
       "the function should return integer or float return type of your function, "
       f'{type(snake_case			)}'
   )
   assert isinstance(snake_case    ,   (float, int)			), f'b should be float or integer your input : {b}'
   assert (
       isinstance(snake_case    ,   snake_case			) and precision > 0
   ), f'precision should be positive integer your input : {precision}'

   # just applying the formula of simpson for approximate integration written in
   # mentioned article in first comment of this file and above this function

   __lowerCamelCase:					List[str]	 =						(b - a) / N_STEPS
   __lowerCamelCase:					Optional[Any]	 =						function(snake_case			) + function(snake_case			)

   for i in range(1    ,   snake_case			):
      __lowerCamelCase:					Dict	 =						a + h * i
      result += function(snake_case			) * (4 if i % 2 else 2)

   result *= h / 3
   return round(snake_case    ,   snake_case			)


if __name__ == "__main__":
   import doctest

   doctest.testmod()


