


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       lowercase_					(lowercase__      ,					unittest.TestCase   ):
				snake_case	    =MgpstrTokenizer
				snake_case	    =False
				snake_case	    ={}
				snake_case	    =False





				def 						__UpperCamelCase    (				self)  -> Tuple:
											super().setUp()

											# fmt: off
											a__      =['[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
											a__      =dict(zip(lowercase_       ,  range(len(lowercase_))))

											a__      =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 						__UpperCamelCase    (				self       ,  **lowercase_)  -> Optional[Any]:
											return MgpstrTokenizer.from_pretrained(self.tmpdirname       ,  **lowercase_)





				def 						__UpperCamelCase    (				self       ,  lowercase_)  -> Any:
											a__      ='tester'
											a__      ='tester'
											return input_text, output_text





				@unittest.skip('MGP-STR always lower cases letters.')
				def 						__UpperCamelCase    (				self)  -> Optional[Any]:
											pass





				def 						__UpperCamelCase    (				self)  -> int:
											a__      =self.get_tokenizers(do_lower_case=lowercase_)
											for tokenizer in tokenizers:
																		with self.subTest(F"""{tokenizer.__class__.__name__}"""):
																									a__      ='[SPECIAL_TOKEN]'

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

																									a__      =tokenizer.decode(lowercase_       ,  skip_special_tokens=lowercase_)
																									self.assertTrue(special_token not in decoded)





				def 						__UpperCamelCase    (				self)  -> Dict:
											a__      =self.get_tokenizers()
											for tokenizer in tokenizers:
																		with self.subTest(F"""{tokenizer.__class__.__name__}"""):
																									a__    ,     a__      =self.get_input_output_texts(lowercase_)

																									a__      =tokenizer.tokenize(lowercase_)
																									a__      =tokenizer.convert_tokens_to_ids(lowercase_)
																									a__      =tokenizer.encode(lowercase_       ,  add_special_tokens=lowercase_)
																									self.assertListEqual(lowercase_       ,  lowercase_)

																									a__      =tokenizer.convert_ids_to_tokens(lowercase_)
																									self.assertNotEqual(len(lowercase_)       ,  0)
																									a__      =tokenizer.decode(lowercase_)
																									self.assertIsInstance(lowercase_       ,  lowercase_)

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





				@unittest.skip('MGP-STR tokenizer only handles one sequence.')
				def 						__UpperCamelCase    (				self)  -> Union[str, Any]:
											pass





				@unittest.skip('inputs cannot be pretokenized in MgpstrTokenizer')
				def 						__UpperCamelCase    (				self)  -> str:
											pass



'''simple docstring'''
import colorsys

from PIL import Image  # type: ignore







def 		A_(     A						:		float		,     A						:		float		,     A						:		int):
							UpperCamelCase   			=     x
							UpperCamelCase   			=     y
							for step in range(A):  # noqa: B007
														UpperCamelCase   			=     a * a - b * b + x
														UpperCamelCase   			=     2 * a * b + y
														UpperCamelCase   			=     a_new

														# divergence happens for all complex number with an absolute value
														# greater than 4
														if a * a + b * b > 4:
																					break
							return step / (max_step - 1)







def 		A_(     A						:		float):
							if distance == 1:
														return (0, 0, 0)
							else:
														return (255, 255, 255)







def 		A_(     A						:		float):
							if distance == 1:
														return (0, 0, 0)
							else:
														return tuple(round(i * 255) for i in colorsys.hsv_to_rgb(A		,     1		,     1))







def 		A_(     A						:		int = 800		,     A						:		int = 600		,     A						:		float = -0.6		,     A						:		float = 0		,     A						:		float = 3.2		,     A						:		int = 50		,     A						:		bool = True		,     ):
							UpperCamelCase   			=     Image.new('RGB'		,     (image_width, image_height))
							UpperCamelCase   			=     img.load()

							# loop through the image-coordinates
							for image_x in range(A):
														for image_y in range(A):
																					# determine the figure-coordinates based on the image-coordinates
																					UpperCamelCase   			=     figure_width / image_width * image_height
																					UpperCamelCase   			=     figure_center_x + (image_x / image_width - 0.5) * figure_width
																					UpperCamelCase   			=     figure_center_y + (image_y / image_height - 0.5) * figure_height

																					UpperCamelCase   			=     get_distance(A		,     A		,     A)

																					# color the corresponding pixel based on the selected coloring-function
																					if use_distance_color_coding:
																												UpperCamelCase   			=     get_color_coded_rgb(A)
																					else:
																												UpperCamelCase   			=     get_black_and_white_rgb(A)

							return img


if __name__ == "__main__":
						import doctest

						doctest.testmod()

						# colored version, full figure
						lowerCAmelCase					:    Any           = get_image()

						# uncomment for colored version, different section, zoomed in
						# img = get_image(figure_center_x = -0.6, figure_center_y = -0.4,
						# figure_width = 0.8)

						# uncomment for black and white version, full figure
						# img = get_image(use_distance_color_coding = False)

						# uncomment to save the image
						# img.save("mandelbrot.png")

						img.show()




