



import unittest

from transformers import DebertaVaTokenizer, DebertaVaTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


a__      :				Dict   	=			get_tests_dir("fixtures/spiece.model")



@require_sentencepiece
@require_tokenizers
class       UpperCAmelCase__(							lowercase_     ,							unittest.TestCase	):

			'''simple docstring'''




			A    :  str       				=    DebertaVaTokenizer
			A    :  Tuple       				=    DebertaVaTokenizerFast
			A    :  Tuple       				=    True
			A    :  Optional[Any]       				=    True


			def 			UpperCAmelCase		(						self  :			int)	->				int:




									"""simple docstring"""

									super().setUp()

									# We have a SentencePiece fixture for testing
									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				unk_token='<unk>')
									tokenizer.save_pretrained(self.tmpdirname)


			def 			UpperCAmelCase		(						self  :			Optional[int]			,				lowerCAmelCase  :			List[Any])	->				str:




									"""simple docstring"""

									lowercase__     =  'this is a test'
									lowercase__     =  'this is a test'
									return input_text, output_text


			def 			UpperCAmelCase		(						self  :			List[Any])	->				str:




									"""simple docstring"""

									lowercase__     =  '<pad>'
									lowercase__     =  0

									self.assertEqual(self.get_tokenizer()._convert_token_to_id(lowerCAmelCase)			,				lowerCAmelCase)
									self.assertEqual(self.get_tokenizer()._convert_id_to_token(lowerCAmelCase)			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			Optional[Any])	->				int:




									"""simple docstring"""

									lowercase__     =  list(self.get_tokenizer().get_vocab().keys())
									self.assertEqual(vocab_keys[0]			,				'<pad>')
									self.assertEqual(vocab_keys[1]			,				'<unk>')
									self.assertEqual(vocab_keys[-1]			,				'[PAD]')
									self.assertEqual(len(lowerCAmelCase)			,				3_00_01)


			def 			UpperCAmelCase		(						self  :			int)	->				List[Any]:




									"""simple docstring"""

									self.assertEqual(self.get_tokenizer().vocab_size			,				3_00_00)


			def 			UpperCAmelCase		(						self  :			str)	->				int:




									"""simple docstring"""

									lowercase__     =  ' \tHeLLo!how  \n Are yoU?  '
									lowercase__     =  ['▁hello', '!', 'how', '▁are', '▁you', '?']
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				do_lower_case=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				do_lower_case=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			@unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.')
			def 			UpperCAmelCase		(						self  :			Union[str, Any])	->				str:




									"""simple docstring"""

									pass


			@unittest.skip('There is an inconsistency between slow and fast tokenizer due to a bug in the fast one.')
			def 			UpperCAmelCase		(						self  :			int)	->				Union[str, Any]:




									"""simple docstring"""

									pass


			def 			UpperCAmelCase		(						self  :			Tuple)	->				int:




									"""simple docstring"""

									lowercase__     =  'I was born in 92000, and this is falsé.'
									lowercase__     =  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			Optional[Any])	->				List[str]:




									"""simple docstring"""

									lowercase__     =  'I was born in 92000, and this is falsé.'
									lowercase__     =  ['▁i', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			str)	->				List[Any]:




									"""simple docstring"""

									lowercase__     =  'I was born in 92000, and this is falsé.'
									lowercase__     =  ['▁i', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			Optional[Any])	->				str:




									"""simple docstring"""

									lowercase__     =  'I was born in 92000, and this is falsé.'
									lowercase__     =  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', '▁', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '▁', '.', ]
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			List[str])	->				Optional[Any]:




									"""simple docstring"""

									lowercase__     =  ' \tHeLLo!how  \n Are yoU?  '
									lowercase__     =  ['▁', '<unk>', 'e', '<unk>', 'o', '!', 'how', '▁', '<unk>', 're', '▁yo', '<unk>', '?']
									# fmt: on

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				do_lower_case=lowerCAmelCase			,				split_by_punct=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))

									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			Optional[int])	->				List[Any]:




									"""simple docstring"""

									lowercase__     =  self.get_tokenizer()
									lowercase__     =  self.get_rust_tokenizer()

									lowercase__     =  'I was born in 92000, and this is falsé.'

									lowercase__     =  tokenizer.convert_ids_to_tokens(tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase))
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									lowercase__     =  rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  self.get_rust_tokenizer()
									lowercase__     =  tokenizer.encode(lowerCAmelCase)
									lowercase__     =  rust_tokenizer.encode(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			Tuple)	->				List[str]:




									"""simple docstring"""

									lowercase__     =  'This is a test'
									lowercase__     =  [13, 1, 43_98, 25, 21, 12_89]
									lowercase__     =  ['▁', 'T', 'his', '▁is', '▁a', '▁test']
									lowercase__     =  ['▁', '<unk>', 'his', '▁is', '▁a', '▁test']

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase			,				keep_accents=lowerCAmelCase)
									lowercase__     =  DebertaVaTokenizerFast(lowerCAmelCase			,				keep_accents=lowerCAmelCase)

									lowercase__     =  tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  tokenizer.tokenize(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  rust_tokenizer.tokenize(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									# fmt: off
									lowercase__     =  'I was born in 92000, and this is falsé.'
									lowercase__     =  [13, 1, 23, 3_86, 19, 5_61, 30_50, 15, 17, 48, 25, 82_56, 18, 1, 9]
									lowercase__     =  ['▁', 'I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', 'é', '.', ]
									lowercase__     =  ['▁', '<unk>', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', '<unk>', '.', ]
									# fmt: on

									lowercase__     =  tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  tokenizer.tokenize(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  tokenizer.convert_ids_to_tokens(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)

									lowercase__     =  rust_tokenizer.encode(lowerCAmelCase			,				add_special_tokens=lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  rust_tokenizer.tokenize(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)
									lowercase__     =  rust_tokenizer.convert_ids_to_tokens(lowerCAmelCase)
									self.assertListEqual(lowerCAmelCase			,				lowerCAmelCase)


			def 			UpperCAmelCase		(						self  :			List[str])	->				Optional[int]:




									"""simple docstring"""

									lowercase__     =  DebertaVaTokenizer(lowerCAmelCase)

									lowercase__     =  tokenizer.encode('sequence builders')
									lowercase__     =  tokenizer.encode('multi-sequence build')

									lowercase__     =  tokenizer.build_inputs_with_special_tokens(lowerCAmelCase)
									lowercase__     =  tokenizer.build_inputs_with_special_tokens(lowerCAmelCase			,				lowerCAmelCase)

									self.assertEqual([tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]			,				lowerCAmelCase)
									self.assertEqual(
									    [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [tokenizer.sep_token_id]			,				lowerCAmelCase			,				)



			@slow
			def 			UpperCAmelCase		(						self  :			Any)	->				Union[str, Any]:




									"""simple docstring"""

									lowercase__     =  {'input_ids': [[1, 3_98_67, 36, 1_93_90, 4_86, 27, 3_50_52, 8_14_36, 18, 6_06_85, 12_25, 7, 3_50_52, 8_14_36, 18, 93_67, 1_68_99, 18, 1_59_37, 53, 5_94, 7_73, 18, 1_62_87, 3_04_65, 36, 1_59_37, 6, 4_11_39, 38, 3_69_79, 6_07_63, 1_91, 6, 3_41_32, 99, 6, 5_05_38, 3_90, 4_32_30, 6, 3_41_32, 27_79, 2_08_50, 14, 6_99, 10_72, 11_94, 36, 3_82, 1_09_01, 53, 7, 6_99, 10_72, 20_84, 36, 2_04_22, 6_30, 53, 19, 1_05, 30_49, 18_96, 10_53, 1_68_99, 15_06, 11, 3_79_78, 42_43, 7, 12_37, 3_18_69, 2_00, 1_65_66, 6_54, 6, 3_50_52, 8_14_36, 7, 5_56_30, 1_35_93, 4, 2], [1, 26, 1_50_11, 13, 6_67, 8, 10_53, 18, 2_36_11, 12_37, 7_23_56, 1_28_20, 34, 10_41_34, 12_09, 35, 1_33_13, 66_27, 21, 2_02, 3_47, 7, 1_64, 23_99, 11, 46, 44_85, 4, 2, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 5, 12_32, 28_64, 1_57_85, 1_49_51, 1_05, 5, 85_81, 12_50, 4, 2, 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, 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]], 'token_type_ids': [[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, 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, 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, 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, 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, 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]], 'attention_mask': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 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]]}  # noqa: E501
									# fmt: on

									self.tokenizer_integration_test_util(
									    expected_encoding=lowerCAmelCase			,				model_name='microsoft/deberta-v2-xlarge'			,				revision='ad6e42c1532ddf3a15c39246b63f5559d558b670'			,				)





import cva
import numpy as np



class       UpperCAmelCase__:

   '''simple docstring'''




   def __init__(						self  :			Union[str, Any]			,				lowerCAmelCase  :			float			,				lowerCAmelCase  :			int)	->				Dict:




         """simple docstring"""

         if k in (0.04, 0.06):
               lowercase__     =  k
               lowercase__     =  window_size
         else:
               raise ValueError('invalid k value')


   def __str__(						self  :			Tuple)	->				str:




         """simple docstring"""

         return str(self.k)



   def 			UpperCAmelCase		(						self  :			Union[str, Any]			,				lowerCAmelCase  :			str)	->				tuple[cva.Mat, list[list[int]]]:




         """simple docstring"""

         lowercase__     =  cva.imread(lowerCAmelCase			,				0)
         lowercase__,	lowercase__     =  img.shape
         lowercase__     =  []
         lowercase__     =  img.copy()
         lowercase__     =  cva.cvtColor(lowerCAmelCase			,				cva.COLOR_GRAY2RGB)
         lowercase__,	lowercase__     =  np.gradient(lowerCAmelCase)
         lowercase__     =  dx**2
         lowercase__     =  dy**2
         lowercase__     =  dx * dy
         lowercase__     =  0.04
         lowercase__     =  self.window_size // 2
         for y in range(lowerCAmelCase			,				h - offset):
               for x in range(lowerCAmelCase			,				w - offset):
                     lowercase__     =  ixx[
                         y - offset : y + offset + 1, x - offset : x + offset + 1
                     ].sum()
                     lowercase__     =  iyy[
                         y - offset : y + offset + 1, x - offset : x + offset + 1
                     ].sum()
                     lowercase__     =  ixy[
                         y - offset : y + offset + 1, x - offset : x + offset + 1
                     ].sum()

                     lowercase__     =  (wxx * wyy) - (wxy**2)
                     lowercase__     =  wxx + wyy
                     lowercase__     =  det - k * (trace**2)
                     # Can change the value
                     if r > 0.5:
                           corner_list.append([x, y, r])
                           color_img.itemset((y, x, 0)			,				0)
                           color_img.itemset((y, x, 1)			,				0)
                           color_img.itemset((y, x, 2)			,				2_55)
         return color_img, corner_list


if __name__ == "__main__":
       a__      :				Dict   	=			HarrisCorner(0.0_4, 3)
       a__	,		a__      :				Dict   	=			edge_detect.detect("path_to_image")
       cva.imwrite("detect.png", color_img)
