code: 
  
  
  
  
  
  
  """simple docstring"""
  
  import unittest
  
  from transformers.image_processing_utils import get_size_dict
  
  
  
  
  
  
  
  class 	__lowerCamelCase       (				unittest.TestCase    ):
  
  
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  		def      lowerCamelCase (     self							:			Tuple			):
  				# Test a dict with the wrong keys raises an error
  				lowerCAmelCase_     :							Union[str, Any]             =    {"wrong_key": 2_24}
  				with self.assertRaises(a_			):
  						get_size_dict(a_			)
  
  				lowerCAmelCase_     :							int             =    {"height": 2_24}
  				with self.assertRaises(a_			):
  						get_size_dict(a_			)
  
  				lowerCAmelCase_     :							Optional[Any]             =    {"width": 2_24, "shortest_edge": 2_24}
  				with self.assertRaises(a_			):
  						get_size_dict(a_			)
  
  				# Test a dict with the correct keys is returned as is
  				lowerCAmelCase_     :							Optional[int]             =    {"height": 2_24, "width": 2_24}
  				lowerCAmelCase_     :							List[Any]             =    get_size_dict(a_			)
  				self.assertEqual(a_		,    a_			)
  
  				lowerCAmelCase_     :							Optional[Any]             =    {"shortest_edge": 2_24}
  				lowerCAmelCase_     :							Tuple             =    get_size_dict(a_			)
  				self.assertEqual(a_		,    {"shortest_edge": 2_24}			)
  
  				lowerCAmelCase_     :							int             =    {"longest_edge": 2_24, "shortest_edge": 2_24}
  				lowerCAmelCase_     :							Any             =    get_size_dict(a_			)
  				self.assertEqual(a_		,    {"longest_edge": 2_24, "shortest_edge": 2_24}			)
  
  				# Test a single int value which  represents (size, size)
  				lowerCAmelCase_     :							Optional[Any]             =    get_size_dict(2_24			)
  				self.assertEqual(a_		,    {"height": 2_24, "width": 2_24}			)
  
  				# Test a single int value which represents the shortest edge
  				lowerCAmelCase_     :							Optional[int]             =    get_size_dict(2_24		,    default_to_square=a_			)
  				self.assertEqual(a_		,    {"shortest_edge": 2_24}			)
  
  				# Test a tuple of ints which represents (height, width)
  				lowerCAmelCase_     :							int             =    get_size_dict((1_50, 2_00)			)
  				self.assertEqual(a_		,    {"height": 1_50, "width": 2_00}			)
  
  				# Test a tuple of ints which represents (width, height)
  				lowerCAmelCase_     :							List[str]             =    get_size_dict((1_50, 2_00)		,    height_width_order=a_			)
  				self.assertEqual(a_		,    {"height": 2_00, "width": 1_50}			)
  
  				# Test an int representing the shortest edge and max_size which represents the longest edge
  				lowerCAmelCase_     :							Optional[int]             =    get_size_dict(2_24		,    max_size=2_56		,    default_to_square=a_			)
  				self.assertEqual(a_		,    {"shortest_edge": 2_24, "longest_edge": 2_56}			)
  
  				# Test int with default_to_square=True and max_size fails
  				with self.assertRaises(a_			):
  						get_size_dict(2_24		,    max_size=2_56		,    default_to_square=a_			)
  
style_context: 
  
  
  
  
  
  
  """simple docstring"""
  
  from __future__ import annotations
  
  from PIL import Image
  
  # Define the first generation of cells
  # fmt: off
  lowercase__      =				[[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1,
            0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
  
  def 	__lowerCamelCase			(						__UpperCamelCase )		->					list[int]:
  
  		"""simple docstring"""
  
  
  
  
  
  
  
  		return [int(__UpperCamelCase ) for c in f'''{ruleset:08}'''[:8]]
  
  def 	__lowerCamelCase			(						__UpperCamelCase   , __UpperCamelCase   , __UpperCamelCase )		->					list[int]:
  
  		"""simple docstring"""
  
  
  
  
  
  
  
  		lowerCAmelCase_     :							int             =    len(cells[0] )  # 31
  		lowerCAmelCase_     :							List[Any]             =    []
  		for i in range(__UpperCamelCase ):
  				# Get the neighbors of each cell
  				# Handle neighbours outside bounds by using 0 as their value
  				lowerCAmelCase_     :							List[str]             =    0 if i == 0 else cells[time][i - 1]
  				lowerCAmelCase_     :							Optional[int]             =    0 if i == population - 1 else cells[time][i + 1]
  				# Define a new cell and add it to the new generation
  				lowerCAmelCase_     :							List[Any]             =    7 - int(f'''{left_neighbor}{cells[time][i]}{right_neighbor}'''   , 2 )
  				next_generation.append(rule[situation] )
  		return next_generation
  
  def 	__lowerCamelCase			(						__UpperCamelCase )		->					Image.Image:
  
  		"""simple docstring"""
  
  
  
  
  
  
  
  		lowerCAmelCase_     :							List[str]             =    Image.new("RGB"   , (len(cells[0] ), len(__UpperCamelCase )) )
  		lowerCAmelCase_     :							List[str]             =    img.load()
  		# Generates image
  		for w in range(img.width ):
  				for h in range(img.height ):
  						lowerCAmelCase_     :							Union[str, Any]             =    255 - int(255 * cells[h][w] )
  						lowerCAmelCase_     :							List[str]             =    (color, color, color)
  		return img
  
  
  if __name__ == "__main__":
  					lowercase__      =				bin(int(input("""Rule:\n""").strip()))[2:]
  					lowercase__      =				format_ruleset(int(rule_num))
  					for time in range(16):
  										CELLS.append(new_generation(CELLS, rule, time))
  					lowercase__      =				generate_image(CELLS)
  					# Uncomment to save the image
  					# img.save(f"rule_{rule_num}.png")
  					img.show()
  