




'''simple docstring'''



import warnings
from collections.abc import Callable
from typing import Any

import numpy
from matplotlib import pyplot

lowerCamelCase_	 =		0.25 + 0.0j
lowerCamelCase_	 =		-0.4 + 0.6j
lowerCamelCase_	 =		-0.1 + 0.651j
lowerCamelCase_	 =		-2.0
lowerCamelCase_	 =		56
lowerCamelCase_	 =		2.0
lowerCamelCase_	 =		6_66
def 				SCREAMING_SNAKE_CASE_				(							__A       :				int ,  __A       :				List[str]						)				->				numpy.ndarray:
   return numpy.exp(__lowerCAmelCase						) + c_parameter
def 				SCREAMING_SNAKE_CASE_				(							__A       :				Optional[int] ,  __A       :				Any						)				->				numpy.ndarray:
   return z_values * z_values + c_parameter
def 				SCREAMING_SNAKE_CASE_				(							__A       :				Tuple ,  __A       :				str						)				->				numpy.ndarray:
   _SCREAMING_SNAKE_CASE =   numpy.linspace(-window_size ,  __lowerCAmelCase ,  __lowerCAmelCase						)
   _SCREAMING_SNAKE_CASE =   x.reshape((nb_pixels, 1)						)
   _SCREAMING_SNAKE_CASE =   numpy.linspace(-window_size ,  __lowerCAmelCase ,  __lowerCAmelCase						)
   _SCREAMING_SNAKE_CASE =   y.reshape((1, nb_pixels)						)
   return x + 1.0j * y
def 				SCREAMING_SNAKE_CASE_				(							__A       :				Optional[Any] ,  __A       :				List[Any] ,  __A       :				List[str] ,  __A       :				Optional[Any] ,  __A       :				Tuple = None ,  )				->				numpy.ndarray:
   _SCREAMING_SNAKE_CASE =   z_a.astype("complex64"						)
   for _ in range(__lowerCAmelCase						):
      _SCREAMING_SNAKE_CASE =   eval_function(__lowerCAmelCase ,  __lowerCAmelCase						)
      if infinity is not None:
         numpy.nan_to_num(__lowerCAmelCase ,  copy=__lowerCAmelCase ,  nan=__lowerCAmelCase						)
         _SCREAMING_SNAKE_CASE =   infinity
   return z_n
def 				SCREAMING_SNAKE_CASE_				(							__A       :				int ,  __A       :				str ,  __A       :				Dict ,  __A       :				List[Any] ,  )				->				None:
   _SCREAMING_SNAKE_CASE =   (abs(__lowerCAmelCase						)).transpose()
   _SCREAMING_SNAKE_CASE =   abs_z_final[::-1, :]
   pyplot.matshow(abs_z_final < escape_radius						)
   pyplot.title(f"""Julia set of ${function_label}$, $c={function_params}$"""						)
   pyplot.show()
def 				SCREAMING_SNAKE_CASE_				(							)				->				None:
   warnings.filterwarnings(
       "ignore" ,  category=__lowerCAmelCase ,  message="overflow encountered in multiply"						)
   warnings.filterwarnings(
       "ignore" ,  category=__lowerCAmelCase ,  message="invalid value encountered in multiply" ,  )
   warnings.filterwarnings(
       "ignore" ,  category=__lowerCAmelCase ,  message="overflow encountered in absolute"						)
   warnings.filterwarnings(
       "ignore" ,  category=__lowerCAmelCase ,  message="overflow encountered in exp"						)


if __name__ == "__main__":
 lowerCamelCase_	 =		prepare_grid(window_size, nb_pixels)

 ignore_overflow_warnings()  # See file header for explanations

 lowerCamelCase_	 =		24
 lowerCamelCase_	 =		2 * abs(c_cauliflower) + 1
 lowerCamelCase_	 =		iterate_function(
     eval_quadratic_polynomial,
     c_cauliflower,
     nb_iterations,
     z_a,
     infinity=1.1 * escape_radius,
 )
 show_results('z^2+c', c_cauliflower, escape_radius, z_final)

 lowerCamelCase_	 =		64
 lowerCamelCase_	 =		2 * abs(c_polynomial_a) + 1
 lowerCamelCase_	 =		iterate_function(
     eval_quadratic_polynomial,
     c_polynomial_a,
     nb_iterations,
     z_a,
     infinity=1.1 * escape_radius,
 )
 show_results('z^2+c', c_polynomial_a, escape_radius, z_final)

 lowerCamelCase_	 =		1_61
 lowerCamelCase_	 =		2 * abs(c_polynomial_a) + 1
 lowerCamelCase_	 =		iterate_function(
     eval_quadratic_polynomial,
     c_polynomial_a,
     nb_iterations,
     z_a,
     infinity=1.1 * escape_radius,
 )
 show_results('z^2+c', c_polynomial_a, escape_radius, z_final)

 lowerCamelCase_	 =		12
 lowerCamelCase_	 =		1_00_00.0
 lowerCamelCase_	 =		iterate_function(
     eval_exponential,
     c_exponential,
     nb_iterations,
     z_a + 2,
     infinity=1.0e10,
 )
 show_results('e^z+c', c_exponential, escape_radius, z_final)







'''simple docstring'''



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

import diffusers.utils.hub_utils







class 	lowercase_					(				unittest.TestCase     ):


   """simple docstring"""

   @patch("diffusers.utils.hub_utils.get_full_repo_name"					)
   def 							lowerCAmelCase_    (					self      :			List[Any]						,   __lowerCamelCase      :			Mock					):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE =   "full_repo_name"
      with TemporaryDirectory() as tmpdir:
         # Dummy args values
         _SCREAMING_SNAKE_CASE =   Mock()
         _SCREAMING_SNAKE_CASE =   tmpdir
         _SCREAMING_SNAKE_CASE =   0
         _SCREAMING_SNAKE_CASE =   "hub_token"
         _SCREAMING_SNAKE_CASE =   "dataset_name"
         _SCREAMING_SNAKE_CASE =   0.0_1
         _SCREAMING_SNAKE_CASE =   1_0_0_0_0_0
         _SCREAMING_SNAKE_CASE =   1_0_0_0_0
         _SCREAMING_SNAKE_CASE =   0.0_1
         _SCREAMING_SNAKE_CASE =   0.0_2
         _SCREAMING_SNAKE_CASE =   0.0_3
         _SCREAMING_SNAKE_CASE =   0.0_0_0_5
         _SCREAMING_SNAKE_CASE =   0.0_0_0_0_0_1
         _SCREAMING_SNAKE_CASE =   1
         _SCREAMING_SNAKE_CASE =   1_0
         _SCREAMING_SNAKE_CASE =   0.0_0_1
         _SCREAMING_SNAKE_CASE =   0.1
         _SCREAMING_SNAKE_CASE =   0.2
         _SCREAMING_SNAKE_CASE =   True

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

