





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


_A					:				Dict				=			get_tests_dir("""fixtures/test_sentencepiece.model""")



@require_sentencepiece
@require_tokenizers
class 					__snake_case	(  __SCREAMING_SNAKE_CASE			,     unittest.TestCase    ):


    '''simple docstring'''







    lowerCamelCase__    :		int				=	XGLMTokenizer
    lowerCamelCase__    :		int				=	XGLMTokenizerFast
    lowerCamelCase__    :		str				=	True
    lowerCamelCase__    :		List[str]				=	True



    def  lowercase_					(       self     ):





        '''simple docstring'''

        super().setUp()

        # We have a SentencePiece fixture for testing
        SCREAMING_SNAKE_CASE__											=			XGLMTokenizer(A_   ,				keep_accents=A_     )
        tokenizer.save_pretrained(self.tmpdirname     )



    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			'''<pad>'''
        SCREAMING_SNAKE_CASE__											=			1

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



    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			list(self.get_tokenizer().get_vocab().keys()     )

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



    def  lowercase_					(       self     ):





        '''simple docstring'''

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



    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			XGLMTokenizer(A_   ,				keep_accents=A_     )

        SCREAMING_SNAKE_CASE__											=			tokenizer.tokenize('''This is a test'''     )
        self.assertListEqual(A_   ,				['''▁This''', '''▁is''', '''▁a''', '''▁t''', '''est''']     )

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

        SCREAMING_SNAKE_CASE__											=			tokenizer.tokenize('''I was born in 92000, and this is falsé.'''     )
        self.assertListEqual(
            A_   ,				[
                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''',
                '''.''',
            ]   ,				)
        SCREAMING_SNAKE_CASE__											=			tokenizer.convert_tokens_to_ids(A_     )
        self.assertListEqual(
            A_   ,				[
                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]
            ]   ,				)

        SCREAMING_SNAKE_CASE__											=			tokenizer.convert_ids_to_tokens(A_     )
        self.assertListEqual(
            A_   ,				[
                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  lowercase_					(       self     ):





        '''simple docstring'''

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



    def  lowercase_					(       self     ):





        '''simple docstring'''

        with tempfile.NamedTemporaryFile() as f:
            shutil.copyfile(A_   ,				f.name     )
            SCREAMING_SNAKE_CASE__											=			XGLMTokenizer(f.name   ,				keep_accents=A_     )
            SCREAMING_SNAKE_CASE__											=			pickle.dumps(A_     )
        pickle.loads(A_     )



    def  lowercase_					(       self     ):





        '''simple docstring'''

        if not self.test_rust_tokenizer:
            return

        SCREAMING_SNAKE_CASE__											=			self.get_tokenizer()
        SCREAMING_SNAKE_CASE__											=			self.get_rust_tokenizer()

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

        SCREAMING_SNAKE_CASE__											=			tokenizer.tokenize(A_     )
        SCREAMING_SNAKE_CASE__											=			rust_tokenizer.tokenize(A_     )
        self.assertListEqual(A_   ,				A_     )

        SCREAMING_SNAKE_CASE__											=			tokenizer.encode(A_   ,				add_special_tokens=A_     )
        SCREAMING_SNAKE_CASE__											=			rust_tokenizer.encode(A_   ,				add_special_tokens=A_     )
        self.assertListEqual(A_   ,				A_     )

        SCREAMING_SNAKE_CASE__											=			self.get_rust_tokenizer()
        SCREAMING_SNAKE_CASE__											=			tokenizer.encode(A_     )
        SCREAMING_SNAKE_CASE__											=			rust_tokenizer.encode(A_     )
        self.assertListEqual(A_   ,				A_     )



    @slow
    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			'''Hello World!'''
        SCREAMING_SNAKE_CASE__											=			[2, 3_12_27, 44_47, 35]

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



    @slow
    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			(
            '''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
        SCREAMING_SNAKE_CASE__											=			[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(A_   ,				self.big_tokenizer.encode(A_     )     )




    @slow
    def  lowercase_					(       self     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			{
            '''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=A_   ,				model_name='''facebook/xglm-564M'''   ,				padding=A_   ,				)







class 					__snake_case	:


    '''simple docstring'''







    def __init__(       self   ,				A_   ,				A_   ,				A_     ):





        '''simple docstring'''

        SCREAMING_SNAKE_CASE__											=			name
        SCREAMING_SNAKE_CASE__											=			value
        SCREAMING_SNAKE_CASE__											=			weight



    def __repr__(       self     ):





        '''simple docstring'''

        return f'''{self.__class__.__name__}({self.name}, {self.value}, {self.weight})'''



    def  lowercase_					(       self     ):





        '''simple docstring'''

        return self.value



    def  lowercase_					(       self     ):





        '''simple docstring'''

        return self.name



    def  lowercase_					(       self     ):





        '''simple docstring'''

        return self.weight




    def  lowercase_					(       self     ):





        '''simple docstring'''

        return self.value / self.weight





def 							__snake_case							(    lowerCAmelCase_ ,							lowerCAmelCase_ ,							lowerCAmelCase_	)				->						Any:
    SCREAMING_SNAKE_CASE__											=			[]
    for i in range(len(lowerCAmelCase_	)	):
        menu.append(Things(name[i] ,							value[i] ,							weight[i]	)	)
    return menu


def 							__snake_case							(    lowerCAmelCase_ ,							lowerCAmelCase_ ,							lowerCAmelCase_	)				->						Dict:
    SCREAMING_SNAKE_CASE__											=			sorted(lowerCAmelCase_ ,							key=lowerCAmelCase_ ,							reverse=lowerCAmelCase_	)
    SCREAMING_SNAKE_CASE__											=			[]
    SCREAMING_SNAKE_CASE__				,		SCREAMING_SNAKE_CASE__											=			0.0, 0.0
    for i in range(len(lowerCAmelCase_	)	):
        if (total_cost + items_copy[i].get_weight()) <= max_cost:
            result.append(items_copy[i]	)
            total_cost += items_copy[i].get_weight()
            total_value += items_copy[i].get_value()
    return (result, total_value)


def 							__snake_case							(    )				->						str:
    pass


if __name__ == "__main__":
  import doctest

  doctest.testmod()
