



'''simple docstring'''





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		:Optional[Any]   	=  get_tests_dir('''fixtures/test_sentencepiece.model''')

@require_sentencepiece
@require_tokenizers
class 					_A (			_UpperCamelCase   ,unittest.TestCase					):
       UpperCamelCase__						:					Tuple		      =		XGLMTokenizer
       UpperCamelCase__						:					Any		      =		XGLMTokenizerFast
       UpperCamelCase__						:					Dict		      =		True
       UpperCamelCase__						:					Optional[int]		      =		True



       def 	_lowerCamelCase    (	self							:  List[str]):


           '''simple docstring'''

           super().setUp()

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



       def 	_lowerCamelCase    (	self							:  Tuple):


           '''simple docstring'''

           __a		 =       "<pad>"
           __a		 =       1

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



       def 	_lowerCamelCase    (	self							:  str):


           '''simple docstring'''

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

           self.assertEqual(vocab_keys[0]  ,	'''<s>''')
           self.assertEqual(vocab_keys[1]  ,	'''<pad>''')
           self.assertEqual(len(__SCREAMING_SNAKE_CASE)  ,	1_008)



       def 	_lowerCamelCase    (	self							:  int):


           '''simple docstring'''

           self.assertEqual(self.get_tokenizer().vocab_size  ,	1_008)



       def 	_lowerCamelCase    (	self							:  str):


           '''simple docstring'''

           __a		 =       XGLMTokenizer(__SCREAMING_SNAKE_CASE  ,	keep_accents=__SCREAMING_SNAKE_CASE)

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

           self.assertListEqual(
               tokenizer.convert_tokens_to_ids(__SCREAMING_SNAKE_CASE)  ,	[value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]  ,	)

           __a		 =       tokenizer.tokenize('''I was born in 92000, and this is falsé.''')
           self.assertListEqual(
               __SCREAMING_SNAKE_CASE  ,	[
                   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''',
                   '''.''',
               ]  ,	)
           __a		 =       tokenizer.convert_tokens_to_ids(__SCREAMING_SNAKE_CASE)
           self.assertListEqual(
               __SCREAMING_SNAKE_CASE  ,	[
                   value + tokenizer.fairseq_offset
                   for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
               ]  ,	)

           __a		 =       tokenizer.convert_ids_to_tokens(__SCREAMING_SNAKE_CASE)
           self.assertListEqual(
               __SCREAMING_SNAKE_CASE  ,	[
                   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							:  Optional[Any]):


           '''simple docstring'''

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



       def 	_lowerCamelCase    (	self							:  Dict):


           '''simple docstring'''

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



       def 	_lowerCamelCase    (	self							:  Optional[int]):


           '''simple docstring'''

           if not self.test_rust_tokenizer:
               return

           __a		 =       self.get_tokenizer()
           __a		 =       self.get_rust_tokenizer()

           __a		 =       "I was born in 92000, and this is falsé."

           __a		 =       tokenizer.tokenize(__SCREAMING_SNAKE_CASE)
           __a		 =       rust_tokenizer.tokenize(__SCREAMING_SNAKE_CASE)
           self.assertListEqual(__SCREAMING_SNAKE_CASE  ,	__SCREAMING_SNAKE_CASE)

           __a		 =       tokenizer.encode(__SCREAMING_SNAKE_CASE  ,	add_special_tokens=__SCREAMING_SNAKE_CASE)
           __a		 =       rust_tokenizer.encode(__SCREAMING_SNAKE_CASE  ,	add_special_tokens=__SCREAMING_SNAKE_CASE)
           self.assertListEqual(__SCREAMING_SNAKE_CASE  ,	__SCREAMING_SNAKE_CASE)

           __a		 =       self.get_rust_tokenizer()
           __a		 =       tokenizer.encode(__SCREAMING_SNAKE_CASE)
           __a		 =       rust_tokenizer.encode(__SCREAMING_SNAKE_CASE)
           self.assertListEqual(__SCREAMING_SNAKE_CASE  ,	__SCREAMING_SNAKE_CASE)



       @slow
       def 	_lowerCamelCase    (	self							:  Optional[int]):


           '''simple docstring'''

           __a		 =       "Hello World!"
           __a		 =       [2, 31_227, 4_447, 35]

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



       @slow
       def 	_lowerCamelCase    (	self							:  List[str]):


           '''simple docstring'''

           __a		 =       (
               "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
           __a		 =       [2, 1_018, 67, 11, 1_988, 2_617, 5_631, 278, 11, 3_407, 48, 71_630, 28_085, 4, 3_234, 157, 13, 6, 5, 6, 4, 3_526, 768, 15, 659, 57, 298, 3_983, 864, 129, 21, 6, 5, 13_675, 377, 652, 7_580, 10_341, 155, 2_817, 422, 1_666, 7, 1_674, 53, 113, 202_277, 17_892, 33, 60, 87, 4, 3_234, 157, 61, 2_667, 52_376, 19, 88, 23, 735]
           # fmt: on

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





       @slow
       def 	_lowerCamelCase    (	self							:  Optional[int]):


           '''simple docstring'''

           __a		 =       {
               "input_ids": [[2, 108_825, 1_163, 15, 88_010, 473, 15_898, 157, 13_672, 1_857, 312, 8, 238_021, 1_163, 53, 13_672, 1_857, 312, 8, 53_283, 182_396, 8, 18_566, 16, 36_733, 4_101, 8, 230, 244_017, 122_553, 7, 15, 132_597, 4, 293, 12_511, 7_610, 4, 3_414, 132_597, 9, 4, 32_361, 362, 4, 734, 28_512, 32_569, 18, 4, 32_361, 26_096, 14_982, 73, 18_715, 21_433, 235_261, 15, 492, 12_427, 16, 53, 18_715, 21_433, 65_454, 15, 23_659, 563, 16, 278, 597, 2_843, 595, 7_931, 182_396, 64_186, 22, 886, 595, 132_981, 53, 25_540, 3_449, 43_982, 39_901, 5_951, 878, 330, 4, 27_694, 80_269, 312, 53, 6_517, 11_780, 611, 20_408, 5], [2, 6, 132_597, 67, 42_897, 33, 592, 8, 163_729, 25_540, 361, 136_997, 109_514, 173_230, 7, 501, 60, 102_913, 196, 5_631, 235, 63_243, 473, 6, 231_757, 74, 5_277, 7_905, 53, 3_095, 37_317, 22, 454, 183_874, 5], [2, 268, 31_298, 46_530, 6, 132_935, 43_831, 7, 597, 32, 24, 3_688, 9_865, 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=__SCREAMING_SNAKE_CASE  ,	model_name='''facebook/xglm-564M'''  ,	padding=__SCREAMING_SNAKE_CASE  ,	)










from collections.abc import Generator
from math import sin





def   __snake_case			(    _UpperCAmelCase       ):
    if len(_UpperCAmelCase       ) != 32:
        raise ValueError('''Input must be of length 32'''       )

    __a		 =       b''''''
    for i in [3, 2, 1, 0]:
        little_endian += string_aa[8 * i : 8 * i + 8]
    return little_endian





def   __snake_case			(    _UpperCAmelCase       ):
    if i < 0:
        raise ValueError('''Input must be non-negative'''       )

    __a		 =       format(_UpperCAmelCase     ,				'''08x'''       )[-8:]
    __a		 =       b''''''
    for i in [3, 2, 1, 0]:
        little_endian_hex += hex_rep[2 * i : 2 * i + 2].encode('''utf-8'''       )
    return little_endian_hex





def   __snake_case			(    _UpperCAmelCase       ):
    __a		 =       b''''''
    for char in message:
        bit_string += format(_UpperCAmelCase     ,				'''08b'''       ).encode('''utf-8'''       )
    __a		 =       format(len(_UpperCAmelCase       )     ,				'''064b'''       ).encode('''utf-8'''       )

    # Pad bit_string to a multiple of 512 chars
    bit_string += b"1"
    while len(_UpperCAmelCase       ) % 512 != 448:
        bit_string += b"0"
    bit_string += to_little_endian(start_len[32:]       ) + to_little_endian(start_len[:32]       )

    return bit_string





def   __snake_case			(    _UpperCAmelCase       ):
    if len(_UpperCAmelCase       ) % 512 != 0:
        raise ValueError('''Input must have length that\'s a multiple of 512'''       )

    for pos in range(0     ,				len(_UpperCAmelCase       )     ,				512       ):
        __a		 =       bit_string[pos : pos + 512]
        __a		 =       []
        for i in range(0     ,				512     ,				32       ):
            block_words.append(int(to_little_endian(block[i : i + 32]       )     ,				2       )       )
        yield block_words





def   __snake_case			(    _UpperCAmelCase       ):
    if i < 0:
        raise ValueError('''Input must be non-negative'''       )

    __a		 =       format(_UpperCAmelCase     ,				'''032b'''       )
    __a		 =       ''''''
    for c in i_str:
        new_str += "1" if c == "0" else "0"
    return int(_UpperCAmelCase     ,				2       )





def   __snake_case			(    _UpperCAmelCase     ,				_UpperCAmelCase       ):
    return (a + b) % 2**32





def   __snake_case			(    _UpperCAmelCase     ,				_UpperCAmelCase       ):
    if i < 0:
        raise ValueError('''Input must be non-negative'''       )
    if shift < 0:
        raise ValueError('''Shift must be non-negative'''       )
    return ((i << shift) ^ (i >> (32 - shift))) % 2**32





def   __snake_case			(    _UpperCAmelCase       ):
    __a		 =       preprocess(_UpperCAmelCase       )

    __a		 =       [int(2**32 * abs(sin(i + 1       )       )       ) for i in range(64       )]

    # Starting states
    __a		 =       0X67_452_301
    __a		 =       0Xef_cda_b89
    __a		 =       0X98_bad_cfe
    __a		 =       0X10_325_476

    __a		 =       [
        7,
        12,
        17,
        22,
        7,
        12,
        17,
        22,
        7,
        12,
        17,
        22,
        7,
        12,
        17,
        22,
        5,
        9,
        14,
        20,
        5,
        9,
        14,
        20,
        5,
        9,
        14,
        20,
        5,
        9,
        14,
        20,
        4,
        11,
        16,
        23,
        4,
        11,
        16,
        23,
        4,
        11,
        16,
        23,
        4,
        11,
        16,
        23,
        6,
        10,
        15,
        21,
        6,
        10,
        15,
        21,
        6,
        10,
        15,
        21,
        6,
        10,
        15,
        21,
    ]

    # Process bit string in chunks, each with 16 32-char words
    for block_words in get_block_words(_UpperCAmelCase       ):
        __a		 =       aa
        __a		 =       ba
        __a		 =       ca
        __a		 =       da

        # Hash current chunk
        for i in range(64       ):
            if i <= 15:
                # f = (b & c) | (not_32(b) & d)     # Alternate definition for f
                __a		 =       d ^ (b & (c ^ d))
                __a		 =       i
            elif i <= 31:
                # f = (d & b) | (not_32(d) & c)     # Alternate definition for f
                __a		 =       c ^ (d & (b ^ c))
                __a		 =       (5 * i + 1) % 16
            elif i <= 47:
                __a		 =       b ^ c ^ d
                __a		 =       (3 * i + 5) % 16
            else:
                __a		 =       c ^ (b | not_aa(_UpperCAmelCase       ))
                __a		 =       (7 * i) % 16
            __a		 =       (f + a + added_consts[i] + block_words[g]) % 2**32
            __a		 =       d
            __a		 =       c
            __a		 =       b
            __a		 =       sum_aa(_UpperCAmelCase     ,				left_rotate_aa(_UpperCAmelCase     ,				shift_amounts[i]       )       )

        # Add hashed chunk to running total
        __a		 =       sum_aa(_UpperCAmelCase     ,				_UpperCAmelCase       )
        __a		 =       sum_aa(_UpperCAmelCase     ,				_UpperCAmelCase       )
        __a		 =       sum_aa(_UpperCAmelCase     ,				_UpperCAmelCase       )
        __a		 =       sum_aa(_UpperCAmelCase     ,				_UpperCAmelCase       )

    __a		 =       reformat_hex(_UpperCAmelCase       ) + reformat_hex(_UpperCAmelCase       ) + reformat_hex(_UpperCAmelCase       ) + reformat_hex(_UpperCAmelCase       )
    return digest


if __name__ == "__main__":
 import doctest

 doctest.testmod()





