


from __future__ import annotations

from PIL import Image

# Define glider example
_UpperCAmelCase				: str							    =				[
    [0, 1, 0, 0, 0, 0, 0, 0],
    [0, 0, 1, 0, 0, 0, 0, 0],
    [1, 1, 1, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0],
]

# Define blinker example
_UpperCAmelCase				: Optional[Any]							    =				[[0, 1, 0], [0, 1, 0], [0, 1, 0]]

def 							__magic_name__(						lowerCamelCase):
						__lowerCAmelCase							       =				[]
						for i in range(len(lowerCamelCase__)):
												__lowerCAmelCase							       =				[]
												for j in range(len(cells[i])):
																		# Get the number of live neighbours
																		__lowerCAmelCase							       =				0
																		if i > 0 and j > 0:
																								neighbour_count += cells[i - 1][j - 1]
																		if i > 0:
																								neighbour_count += cells[i - 1][j]
																		if i > 0 and j < len(cells[i]) - 1:
																								neighbour_count += cells[i - 1][j + 1]
																		if j > 0:
																								neighbour_count += cells[i][j - 1]
																		if j < len(cells[i]) - 1:
																								neighbour_count += cells[i][j + 1]
																		if i < len(lowerCamelCase__) - 1 and j > 0:
																								neighbour_count += cells[i + 1][j - 1]
																		if i < len(lowerCamelCase__) - 1:
																								neighbour_count += cells[i + 1][j]
																		if i < len(lowerCamelCase__) - 1 and j < len(cells[i]) - 1:
																								neighbour_count += cells[i + 1][j + 1]

																		# Rules of the game of life (excerpt from Wikipedia):
																		# 1. Any live cell with two or three live neighbours survives.
																		# 2. Any dead cell with three live neighbours becomes a live cell.
																		# 3. All other live cells die in the next generation.
																		#    Similarly, all other dead cells stay dead.
																		__lowerCAmelCase							       =				cells[i][j] == 1
																		if (
																		    (alive and 2 <= neighbour_count <= 3)
																		    or not alive
																		    and neighbour_count == 3
																		):
																								next_generation_row.append(1)
																		else:
																								next_generation_row.append(0)

												next_generation.append(lowerCamelCase__)
						return next_generation

def 							__magic_name__(						lowerCamelCase,				lowerCamelCase):
						__lowerCAmelCase							       =				[]
						for _ in range(lowerCamelCase__):
												# Create output image
												__lowerCAmelCase							       =				Image.new('''RGB''',				(len(cells[0]), len(lowerCamelCase__)))
												__lowerCAmelCase							       =				img.load()

												# Save cells to image
												for x in range(len(lowerCamelCase__)):
																		for y in range(len(cells[0])):
																								__lowerCAmelCase							       =				2_5_5 - cells[y][x] * 2_5_5
																								__lowerCAmelCase							       =				(colour, colour, colour)

        # Save image
												images.append(lowerCamelCase__)
												__lowerCAmelCase							       =				new_generation(lowerCamelCase__)
						return images


if __name__ == "__main__":
	_UpperCAmelCase				: List[str]							    =				generate_images(GLIDER, 1_6)
	images[0].save("""out.gif""", save_all=True, append_images=images[1:])





'''simple docstring'''

import json
import os
import unittest

from transformers import MgpstrTokenizer
from transformers.models.mgp_str.tokenization_mgp_str import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class       a__				( __A							,						unittest.TestCase      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	MgpstrTokenizer
				__UpperCamelCase    :		Optional[Any]	=	False
				__UpperCamelCase    :		Optional[int]	=	{}
				__UpperCamelCase    :		List[Any]	=	False




				def 					_snake_case  (self		):
										super().setUp()

										# fmt: off
										__lowerCAmelCase							       =				['''[GO]''', '''[s]''', '''0''', '''1''', '''2''', '''3''', '''4''', '''5''', '''6''', '''7''', '''8''', '''9''', '''a''', '''b''', '''c''', '''d''', '''e''', '''f''', '''g''', '''h''', '''i''', '''j''', '''k''', '''l''', '''m''', '''n''', '''o''', '''p''', '''q''', '''r''', '''s''', '''t''', '''u''', '''v''', '''w''', '''x''', '''y''', '''z''']
										# fmt: on
										__lowerCAmelCase							       =				dict(zip(__lowercase       ,			range(len(__lowercase		)		)		)		)

										__lowerCAmelCase							       =				os.path.join(self.tmpdirname       ,			VOCAB_FILES_NAMES['''vocab_file''']		)
										with open(self.vocab_file       ,			'''w'''       ,			encoding='''utf-8'''		) as fp:
																fp.write(json.dumps(__lowercase		) + '''\n'''		)




				def 					_snake_case  (self       ,			**__lowercase		):
										return MgpstrTokenizer.from_pretrained(self.tmpdirname       ,			**__lowercase		)




				def 					_snake_case  (self       ,			__lowercase		):
										__lowerCAmelCase							       =				'''tester'''
										__lowerCAmelCase							       =				'''tester'''
										return input_text, output_text




				@unittest.skip('''MGP-STR always lower cases letters.'''		)
				def 					_snake_case  (self		):
										pass




				def 					_snake_case  (self		):
										__lowerCAmelCase							       =				self.get_tokenizers(do_lower_case=__lowercase		)
										for tokenizer in tokenizers:
																with self.subTest(F"""{tokenizer.__class__.__name__}"""		):
																						__lowerCAmelCase							       =				'''[SPECIAL_TOKEN]'''

																						tokenizer.add_special_tokens({'''cls_token''': special_token}		)
																						__lowerCAmelCase							       =				tokenizer.encode([special_token]       ,			add_special_tokens=__lowercase		)
																						self.assertEqual(len(__lowercase		)       ,			1		)

																						__lowerCAmelCase							       =				tokenizer.decode(__lowercase       ,			skip_special_tokens=__lowercase		)
																						self.assertTrue(special_token not in decoded		)




				def 					_snake_case  (self		):
										__lowerCAmelCase							       =				self.get_tokenizers()
										for tokenizer in tokenizers:
																with self.subTest(F"""{tokenizer.__class__.__name__}"""		):
																						__lowerCAmelCase       ,					__lowerCAmelCase							       =				self.get_input_output_texts(__lowercase		)

																						__lowerCAmelCase							       =				tokenizer.tokenize(__lowercase		)
																						__lowerCAmelCase							       =				tokenizer.convert_tokens_to_ids(__lowercase		)
																						__lowerCAmelCase							       =				tokenizer.encode(__lowercase       ,			add_special_tokens=__lowercase		)
																						self.assertListEqual(__lowercase       ,			__lowercase		)

																						__lowerCAmelCase							       =				tokenizer.convert_ids_to_tokens(__lowercase		)
																						self.assertNotEqual(len(__lowercase		)       ,			0		)
																						__lowerCAmelCase							       =				tokenizer.decode(__lowercase		)
																						self.assertIsInstance(__lowercase       ,			__lowercase		)

																						self.assertEqual(text_a.replace(''' '''       ,			''''''		)       ,			__lowercase		)




				@unittest.skip('''MGP-STR tokenizer only handles one sequence.'''		)
				def 					_snake_case  (self		):
										pass




				@unittest.skip('''inputs cannot be pretokenized in MgpstrTokenizer'''		)
				def 					_snake_case  (self		):
										pass

