



import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


__snake_case							:						int      =get_tests_dir('fixtures/test_sentencepiece.model')



@require_sentencepiece
@require_tokenizers
class 			lowerCamelCase__     (				_lowerCamelCase ,							unittest.TestCase):




		'''simple docstring'''



		snake_case_      =XGLMTokenizer
		snake_case_      =XGLMTokenizerFast
		snake_case_      =True
		snake_case_      =True



		def 						lowerCAmelCase__ (self					)	->     Tuple:

						"""simple docstring"""






						super().setUp()

						# We have a SentencePiece fixture for testing
						lowerCAmelCase__	:							str				=	XGLMTokenizer(__UpperCamelCase						,keep_accents=__UpperCamelCase					)
						tokenizer.save_pretrained(self.tmpdirname					)



		def 						lowerCAmelCase__ (self					)	->     Optional[Any]:

						"""simple docstring"""






						lowerCAmelCase__	:							Union[str, Any]				=	'''<pad>'''
						lowerCAmelCase__	:							Tuple				=	1

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



		def 						lowerCAmelCase__ (self					)	->     Optional[Any]:

						"""simple docstring"""






						lowerCAmelCase__	:							Any				=	list(self.get_tokenizer().get_vocab().keys()					)

						self.assertEqual(vocab_keys[0]						,'''<s>'''					)
						self.assertEqual(vocab_keys[1]						,'''<pad>'''					)
						self.assertEqual(len(__UpperCamelCase					)						,10_08					)



		def 						lowerCAmelCase__ (self					)	->     Optional[int]:

						"""simple docstring"""






						self.assertEqual(self.get_tokenizer().vocab_size						,10_08					)



		def 						lowerCAmelCase__ (self					)	->     Any:

						"""simple docstring"""






						lowerCAmelCase__	:							Any				=	XGLMTokenizer(__UpperCamelCase						,keep_accents=__UpperCamelCase					)

						lowerCAmelCase__	:							Optional[Any]				=	tokenizer.tokenize('''This is a test'''					)
						self.assertListEqual(__UpperCamelCase						,['''▁This''', '''▁is''', '''▁a''', '''▁t''', '''est''']					)

						self.assertListEqual(
						    tokenizer.convert_tokens_to_ids(__UpperCamelCase					)						,[value + tokenizer.fairseq_offset for value in [2_85, 46, 10, 1_70, 3_82]]						,)

						lowerCAmelCase__	:							Union[str, Any]				=	tokenizer.tokenize('''I was born in 92000, and this is falsé.'''					)
						self.assertListEqual(
						    __UpperCamelCase						,[
						        SPIECE_UNDERLINE + '''I''',
						        SPIECE_UNDERLINE + '''was''',
						        SPIECE_UNDERLINE + '''b''',
						        '''or''',
						        '''n''',
						        SPIECE_UNDERLINE + '''in''',
						        SPIECE_UNDERLINE + '''''',
						        '''9''',
						        '''2''',
						        '''0''',
						        '''0''',
						        '''0''',
						        ''',''',
						        SPIECE_UNDERLINE + '''and''',
						        SPIECE_UNDERLINE + '''this''',
						        SPIECE_UNDERLINE + '''is''',
						        SPIECE_UNDERLINE + '''f''',
						        '''al''',
						        '''s''',
						        '''é''',
						        '''.''',
						    ]						,)
						lowerCAmelCase__	:							List[str]				=	tokenizer.convert_tokens_to_ids(__UpperCamelCase					)
						self.assertListEqual(
						    __UpperCamelCase						,[
						        value + tokenizer.fairseq_offset
						        for value in [8, 21, 84, 55, 24, 19, 7, 2, 6_02, 3_47, 3_47, 3_47, 3, 12, 66, 46, 72, 80, 6, 2, 4]
						    ]						,)

						lowerCAmelCase__	:							Optional[int]				=	tokenizer.convert_ids_to_tokens(__UpperCamelCase					)
						self.assertListEqual(
						    __UpperCamelCase						,[
						        SPIECE_UNDERLINE + '''I''',
						        SPIECE_UNDERLINE + '''was''',
						        SPIECE_UNDERLINE + '''b''',
						        '''or''',
						        '''n''',
						        SPIECE_UNDERLINE + '''in''',
						        SPIECE_UNDERLINE + '''''',
						        '''<unk>''',
						        '''2''',
						        '''0''',
						        '''0''',
						        '''0''',
						        ''',''',
						        SPIECE_UNDERLINE + '''and''',
						        SPIECE_UNDERLINE + '''this''',
						        SPIECE_UNDERLINE + '''is''',
						        SPIECE_UNDERLINE + '''f''',
						        '''al''',
						        '''s''',
						        '''<unk>''',
						        '''.''',
						    ]						,)



		@cached_property
		def 						lowerCAmelCase__ (self					)	->     Union[str, Any]:

						"""simple docstring"""






						return XGLMTokenizer.from_pretrained('''facebook/xglm-564M'''					)



		def 						lowerCAmelCase__ (self					)	->     int:

						"""simple docstring"""






						with tempfile.NamedTemporaryFile() as f:
										shutil.copyfile(__UpperCamelCase						,f.name					)
										lowerCAmelCase__	:							int				=	XGLMTokenizer(f.name						,keep_accents=__UpperCamelCase					)
										lowerCAmelCase__	:							Optional[int]				=	pickle.dumps(__UpperCamelCase					)
						pickle.loads(__UpperCamelCase					)



		def 						lowerCAmelCase__ (self					)	->     Dict:

						"""simple docstring"""






						if not self.test_rust_tokenizer:
										return

						lowerCAmelCase__	:							Tuple				=	self.get_tokenizer()
						lowerCAmelCase__	:							Optional[int]				=	self.get_rust_tokenizer()

						lowerCAmelCase__	:							List[Any]				=	'''I was born in 92000, and this is falsé.'''

						lowerCAmelCase__	:							Tuple				=	tokenizer.tokenize(__UpperCamelCase					)
						lowerCAmelCase__	:							List[Any]				=	rust_tokenizer.tokenize(__UpperCamelCase					)
						self.assertListEqual(__UpperCamelCase						,__UpperCamelCase					)

						lowerCAmelCase__	:							Any				=	tokenizer.encode(__UpperCamelCase						,add_special_tokens=__UpperCamelCase					)
						lowerCAmelCase__	:							int				=	rust_tokenizer.encode(__UpperCamelCase						,add_special_tokens=__UpperCamelCase					)
						self.assertListEqual(__UpperCamelCase						,__UpperCamelCase					)

						lowerCAmelCase__	:							int				=	self.get_rust_tokenizer()
						lowerCAmelCase__	:							Optional[Any]				=	tokenizer.encode(__UpperCamelCase					)
						lowerCAmelCase__	:							Tuple				=	rust_tokenizer.encode(__UpperCamelCase					)
						self.assertListEqual(__UpperCamelCase						,__UpperCamelCase					)



		@slow
		def 						lowerCAmelCase__ (self					)	->     List[str]:

						"""simple docstring"""






						lowerCAmelCase__	:							List[Any]				=	'''Hello World!'''
						lowerCAmelCase__	:							Optional[int]				=	[2, 3_12_27, 44_47, 35]

						self.assertListEqual(__UpperCamelCase						,self.big_tokenizer.encode(__UpperCamelCase					)					)



		@slow
		def 						lowerCAmelCase__ (self					)	->     List[Any]:

						"""simple docstring"""






						lowerCAmelCase__	:							Any				=	(
						    '''This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) " [ ] ! : - . Also we will'''
						    ''' add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth'''
						)
						# fmt: off
						lowerCAmelCase__	:							List[Any]				=	[2, 10_18, 67, 11, 19_88, 26_17, 56_31, 2_78, 11, 34_07, 48, 7_16_30, 2_80_85, 4, 32_34, 1_57, 13, 6, 5, 6, 4, 35_26, 7_68, 15, 6_59, 57, 2_98, 39_83, 8_64, 1_29, 21, 6, 5, 1_36_75, 3_77, 6_52, 75_80, 1_03_41, 1_55, 28_17, 4_22, 16_66, 7, 16_74, 53, 1_13, 20_22_77, 1_78_92, 33, 60, 87, 4, 32_34, 1_57, 61, 26_67, 5_23_76, 19, 88, 23, 7_35]
						# fmt: on

						self.assertListEqual(__UpperCamelCase						,self.big_tokenizer.encode(__UpperCamelCase					)					)



		@slow
		def 						lowerCAmelCase__ (self					)	->     str:

						"""simple docstring"""






						lowerCAmelCase__	:							List[Any]				=	{
						    '''input_ids''': [[2, 10_88_25, 11_63, 15, 8_80_10, 4_73, 1_58_98, 1_57, 1_36_72, 18_57, 3_12, 8, 23_80_21, 11_63, 53, 1_36_72, 18_57, 3_12, 8, 5_32_83, 18_23_96, 8, 1_85_66, 16, 3_67_33, 41_01, 8, 2_30, 24_40_17, 12_25_53, 7, 15, 13_25_97, 4, 2_93, 1_25_11, 76_10, 4, 34_14, 13_25_97, 9, 4, 3_23_61, 3_62, 4, 7_34, 2_85_12, 3_25_69, 18, 4, 3_23_61, 2_60_96, 1_49_82, 73, 1_87_15, 2_14_33, 23_52_61, 15, 4_92, 1_24_27, 16, 53, 1_87_15, 2_14_33, 6_54_54, 15, 2_36_59, 5_63, 16, 2_78, 5_97, 28_43, 5_95, 79_31, 18_23_96, 6_41_86, 22, 8_86, 5_95, 13_29_81, 53, 2_55_40, 34_49, 4_39_82, 3_99_01, 59_51, 8_78, 3_30, 4, 2_76_94, 8_02_69, 3_12, 53, 65_17, 1_17_80, 6_11, 2_04_08, 5], [2, 6, 13_25_97, 67, 4_28_97, 33, 5_92, 8, 16_37_29, 2_55_40, 3_61, 13_69_97, 10_95_14, 17_32_30, 7, 5_01, 60, 10_29_13, 1_96, 56_31, 2_35, 6_32_43, 4_73, 6, 23_17_57, 74, 52_77, 79_05, 53, 30_95, 3_73_17, 22, 4_54, 18_38_74, 5], [2, 2_68, 3_12_98, 4_65_30, 6, 13_29_35, 4_38_31, 7, 5_97, 32, 24, 36_88, 98_65, 5]],
						    '''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, 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]]
						}  # noqa: E501
						# fmt: on

						self.tokenizer_integration_test_util(
						    expected_encoding=__UpperCamelCase						,model_name='''facebook/xglm-564M'''						,padding=__UpperCamelCase						,)






import re






def  lowerCamelCase_	(      lowerCAmelCase__	:	str				)       ->							str:

							'''simple docstring'''






							if len(re.findall('[ATCG]'			,	lowerCAmelCase__				)				) != len(lowerCAmelCase__				):
														raise ValueError('Invalid Strand'				)

							return dna.translate(dna.maketrans('ATCG'			,	'TAGC'				)				)


if __name__ == "__main__":
				import doctest

				doctest.testmod()