





import json
import os
import unittest

from transformers.models.roc_bert.tokenization_roc_bert import (
    VOCAB_FILES_NAMES,
    RoCBertBasicTokenizer,
    RoCBertTokenizer,
    RoCBertWordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english







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




						"""simple docstring"""







						UpperCAmelCase__						=      RoCBertTokenizer
						UpperCAmelCase__						=      None
						UpperCAmelCase__						=      False
						UpperCAmelCase__						=      True
						UpperCAmelCase__						=      filter_non_english


						def 				__snake_case			(		self):



													"""simple docstring"""





													super().setUp()

													_lowerCamelCase							:     Tuple	=		['''[UNK]''', '''[CLS]''', '''[SEP]''', '''[PAD]''', '''[MASK]''', '''你''', '''好''', '''是''', '''谁''', '''a''', '''b''', '''c''', '''d''']
													_lowerCamelCase							:     Optional[int]	=		{}
													_lowerCamelCase							:     Any	=		{}
													for i, value in enumerate(__A):
																				_lowerCamelCase							:     Dict	=		i
																				_lowerCamelCase							:     List[Any]	=		i
													_lowerCamelCase							:     Optional[Any]	=		os.path.join(self.tmpdirname      ,							VOCAB_FILES_NAMES['''vocab_file'''])
													_lowerCamelCase							:     List[Any]	=		os.path.join(self.tmpdirname      ,							VOCAB_FILES_NAMES['''word_shape_file'''])
													_lowerCamelCase							:     Optional[Any]	=		os.path.join(self.tmpdirname      ,							VOCAB_FILES_NAMES['''word_pronunciation_file'''])
													with open(self.vocab_file      ,							'''w'''      ,							encoding='''utf-8''') as vocab_writer:
																				vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]))
													with open(self.word_shape_file      ,							'''w'''      ,							encoding='''utf-8''') as word_shape_writer:
																				json.dump(__A      ,							__A      ,							ensure_ascii=__A)
													with open(self.word_pronunciation_file      ,							'''w'''      ,							encoding='''utf-8''') as word_pronunciation_writer:
																				json.dump(__A      ,							__A      ,							ensure_ascii=__A)


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     int	=		self.tokenizer_class(self.vocab_file      ,							self.word_shape_file      ,							self.word_pronunciation_file)

													_lowerCamelCase							:     Optional[Any]	=		tokenizer.tokenize('''你好[SEP]你是谁''')
													self.assertListEqual(__A      ,							['''你''', '''好''', '''[SEP]''', '''你''', '''是''', '''谁'''])
													self.assertListEqual(tokenizer.convert_tokens_to_ids(__A)      ,							[5, 6, 2, 5, 7, 8])
													self.assertListEqual(tokenizer.convert_tokens_to_shape_ids(__A)      ,							[5, 6, 2, 5, 7, 8])
													self.assertListEqual(tokenizer.convert_tokens_to_pronunciation_ids(__A)      ,							[5, 6, 2, 5, 7, 8])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     int	=		RoCBertBasicTokenizer()

													self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz''')      ,							['''ah''', '''\u535A''', '''\u63A8''', '''zz'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     List[str]	=		RoCBertBasicTokenizer(do_lower_case=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  ''')      ,							['''hello''', '''!''', '''how''', '''are''', '''you''', '''?'''])
													self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''')      ,							['''hello'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     List[str]	=		RoCBertBasicTokenizer(do_lower_case=__A      ,							strip_accents=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''')      ,							['''hällo''', '''!''', '''how''', '''are''', '''you''', '''?'''])
													self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''')      ,							['''h\u00E9llo'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[int]	=		RoCBertBasicTokenizer(do_lower_case=__A      ,							strip_accents=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''')      ,							['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?'''])
													self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''')      ,							['''hello'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Union[str, Any]	=		RoCBertBasicTokenizer(do_lower_case=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''')      ,							['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?'''])
													self.assertListEqual(tokenizer.tokenize('''H\u00E9llo''')      ,							['''hello'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     List[Any]	=		RoCBertBasicTokenizer(do_lower_case=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  ''')      ,							['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[int]	=		RoCBertBasicTokenizer(do_lower_case=__A      ,							strip_accents=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''')      ,							['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[Any]	=		RoCBertBasicTokenizer(do_lower_case=__A      ,							strip_accents=__A)

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  ''')      ,							['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[int]	=		RoCBertBasicTokenizer(do_lower_case=__A      ,							never_split=['''[UNK]'''])

													self.assertListEqual(
													    tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]''')      ,							['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     List[str]	=		['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

													_lowerCamelCase							:     Dict	=		{}
													for i, token in enumerate(__A):
																				_lowerCamelCase							:     Any	=		i
													_lowerCamelCase							:     Dict	=		RoCBertWordpieceTokenizer(vocab=__A      ,							unk_token='''[UNK]''')

													self.assertListEqual(tokenizer.tokenize('''''')      ,							[])

													self.assertListEqual(tokenizer.tokenize('''unwanted running''')      ,							['''un''', '''##want''', '''##ed''', '''runn''', '''##ing'''])

													self.assertListEqual(tokenizer.tokenize('''unwantedX running''')      ,							['''[UNK]''', '''runn''', '''##ing'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													self.assertTrue(_is_whitespace(''' '''))
													self.assertTrue(_is_whitespace('''\t'''))
													self.assertTrue(_is_whitespace('''\r'''))
													self.assertTrue(_is_whitespace('''\n'''))
													self.assertTrue(_is_whitespace('''\u00A0'''))

													self.assertFalse(_is_whitespace('''A'''))
													self.assertFalse(_is_whitespace('''-'''))


						def 				__snake_case			(		self):



													"""simple docstring"""





													self.assertTrue(_is_control('''\u0005'''))

													self.assertFalse(_is_control('''A'''))
													self.assertFalse(_is_control(''' '''))
													self.assertFalse(_is_control('''\t'''))
													self.assertFalse(_is_control('''\r'''))


						def 				__snake_case			(		self):



													"""simple docstring"""





													self.assertTrue(_is_punctuation('''-'''))
													self.assertTrue(_is_punctuation('''$'''))
													self.assertTrue(_is_punctuation('''`'''))
													self.assertTrue(_is_punctuation('''.'''))

													self.assertFalse(_is_punctuation('''A'''))
													self.assertFalse(_is_punctuation(''' '''))


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[Any]	=		self.get_tokenizer()

													# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
													self.assertListEqual([tokenizer.tokenize(__A) for t in ['''Test''', '''\xad''', '''test''']]      ,							[['''[UNK]'''], [], ['''[UNK]''']])

													if self.test_rust_tokenizer:
																				_lowerCamelCase							:     Optional[int]	=		self.get_rust_tokenizer()
																				self.assertListEqual(
																				    [rust_tokenizer.tokenize(__A) for t in ['''Test''', '''\xad''', '''test''']]      ,							[['''[UNK]'''], [], ['''[UNK]''']])


						def 				__snake_case			(		self):



													"""simple docstring"""





													for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																				with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""):
																											_lowerCamelCase							:     Optional[Any]	=		self.rust_tokenizer_class.from_pretrained(__A      ,							**__A)

																											_lowerCamelCase							:     List[Any]	=		F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
																											_lowerCamelCase							:     List[str]	=		tokenizer_r.encode_plus(
																											    __A      ,							return_attention_mask=__A      ,							return_token_type_ids=__A      ,							return_offsets_mapping=__A      ,							add_special_tokens=__A      ,							)

																											_lowerCamelCase							:     Dict	=		tokenizer_r.do_lower_case if hasattr(__A      ,							'''do_lower_case''') else False
																											_lowerCamelCase							:     Optional[int]	=		(
																											    [
																											        ((0, 0), tokenizer_r.cls_token),
																											        ((0, 1), '''A'''),
																											        ((1, 2), ''','''),
																											        ((3, 5), '''na'''),
																											        ((5, 6), '''##ï'''),
																											        ((6, 8), '''##ve'''),
																											        ((9, 15), tokenizer_r.mask_token),
																											        ((16, 21), '''Allen'''),
																											        ((21, 23), '''##NL'''),
																											        ((23, 24), '''##P'''),
																											        ((25, 33), '''sentence'''),
																											        ((33, 34), '''.'''),
																											        ((0, 0), tokenizer_r.sep_token),
																											    ]
																											    if not do_lower_case
																											    else [
																											        ((0, 0), tokenizer_r.cls_token),
																											        ((0, 1), '''a'''),
																											        ((1, 2), ''','''),
																											        ((3, 8), '''naive'''),
																											        ((9, 15), tokenizer_r.mask_token),
																											        ((16, 21), '''allen'''),
																											        ((21, 23), '''##nl'''),
																											        ((23, 24), '''##p'''),
																											        ((25, 33), '''sentence'''),
																											        ((33, 34), '''.'''),
																											        ((0, 0), tokenizer_r.sep_token),
																											    ]
																											)

																											self.assertEqual(
																											    [e[1] for e in expected_results]      ,							tokenizer_r.convert_ids_to_tokens(tokens['''input_ids''']))
																											self.assertEqual([e[0] for e in expected_results]      ,							tokens['''offset_mapping'''])


						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[int]	=		['''的''', '''人''', '''有''']
													_lowerCamelCase							:     List[Any]	=		''''''.join(__A)
													for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																				with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""):
																											_lowerCamelCase							:     Tuple	=		True
																											_lowerCamelCase							:     int	=		self.tokenizer_class.from_pretrained(__A      ,							**__A)
																											_lowerCamelCase							:     List[str]	=		self.rust_tokenizer_class.from_pretrained(__A      ,							**__A)

																											_lowerCamelCase							:     List[Any]	=		tokenizer_p.encode(__A      ,							add_special_tokens=__A)
																											_lowerCamelCase							:     List[str]	=		tokenizer_r.encode(__A      ,							add_special_tokens=__A)

																											_lowerCamelCase							:     Tuple	=		tokenizer_r.convert_ids_to_tokens(__A)
																											_lowerCamelCase							:     Tuple	=		tokenizer_p.convert_ids_to_tokens(__A)

																											# it is expected that each Chinese character is not preceded by "##"
																											self.assertListEqual(__A      ,							__A)
																											self.assertListEqual(__A      ,							__A)

																											_lowerCamelCase							:     str	=		False
																											_lowerCamelCase							:     Optional[Any]	=		self.rust_tokenizer_class.from_pretrained(__A      ,							**__A)
																											_lowerCamelCase							:     List[str]	=		self.tokenizer_class.from_pretrained(__A      ,							**__A)

																											_lowerCamelCase							:     List[Any]	=		tokenizer_r.encode(__A      ,							add_special_tokens=__A)
																											_lowerCamelCase							:     List[Any]	=		tokenizer_p.encode(__A      ,							add_special_tokens=__A)

																											_lowerCamelCase							:     Dict	=		tokenizer_r.convert_ids_to_tokens(__A)
																											_lowerCamelCase							:     Optional[Any]	=		tokenizer_p.convert_ids_to_tokens(__A)

																											# it is expected that only the first Chinese character is not preceded by "##".
																											_lowerCamelCase							:     int	=		[
																											    F"""##{token}""" if idx != 0 else token for idx, token in enumerate(__A)
																											]
																											self.assertListEqual(__A      ,							__A)
																											self.assertListEqual(__A      ,							__A)


						@slow
						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Optional[Any]	=		self.tokenizer_class(self.vocab_file      ,							self.word_shape_file      ,							self.word_pronunciation_file)

													_lowerCamelCase							:     Union[str, Any]	=		tokenizer.encode('''你好'''      ,							add_special_tokens=__A)
													_lowerCamelCase							:     Union[str, Any]	=		tokenizer.encode('''你是谁'''      ,							add_special_tokens=__A)

													_lowerCamelCase							:     int	=		tokenizer.build_inputs_with_special_tokens(__A)
													_lowerCamelCase							:     Dict	=		tokenizer.build_inputs_with_special_tokens(__A      ,							__A)

													assert encoded_sentence == [1] + text + [2]
													assert encoded_pair == [1] + text + [2] + text_a + [2]



						def 				__snake_case			(		self):



													"""simple docstring"""





													_lowerCamelCase							:     Union[str, Any]	=		self.get_tokenizers(do_lower_case=__A)
													for tokenizer in tokenizers:
																				with self.subTest(F"""{tokenizer.__class__.__name__}"""):
																											_lowerCamelCase							:     Dict	=		'''你好，你是谁'''
																											_lowerCamelCase							:     Any	=		tokenizer.tokenize(__A)
																											_lowerCamelCase							:     Optional[Any]	=		tokenizer.convert_tokens_to_ids(__A)
																											_lowerCamelCase							:     int	=		tokenizer.convert_tokens_to_shape_ids(__A)
																											_lowerCamelCase							:     str	=		tokenizer.convert_tokens_to_pronunciation_ids(__A)
																											_lowerCamelCase							:     Optional[Any]	=		tokenizer.prepare_for_model(
																											    __A      ,							__A      ,							__A      ,							add_special_tokens=__A)

																											_lowerCamelCase							:     Tuple	=		tokenizer.encode_plus(__A      ,							add_special_tokens=__A)

																											self.assertEqual(__A      ,							__A)








import unittest

from knapsack import knapsack as k







class 			__A       (      unittest.TestCase  ):




      """simple docstring"""







      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Dict	=		0
             _lowerCamelCase							:     int	=		[0]
             _lowerCamelCase							:     Optional[int]	=		[0]
             _lowerCamelCase							:     Dict	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							0)

             _lowerCamelCase							:     str	=		[60]
             _lowerCamelCase							:     List[str]	=		[10]
             _lowerCamelCase							:     List[Any]	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							0)


      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Union[str, Any]	=		3
             _lowerCamelCase							:     List[Any]	=		[1, 2, 3]
             _lowerCamelCase							:     Dict	=		[3, 2, 1]
             _lowerCamelCase							:     Any	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							5)



      def 				__snake_case			(		self):



             """simple docstring"""





             _lowerCamelCase							:     Optional[Any]	=		50
             _lowerCamelCase							:     Dict	=		[60, 100, 120]
             _lowerCamelCase							:     Dict	=		[10, 20, 30]
             _lowerCamelCase							:     Union[str, Any]	=		len(a__)
             self.assertEqual(k.knapsack(a__      ,							a__      ,							a__      ,							a__)      ,							220)


if __name__ == "__main__":
       unittest.main()

