


'''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


lowerCAmelCase				:Tuple        =      get_tests_dir('''fixtures/test_sentencepiece.model''')
@require_sentencepiece
@require_tokenizers
class _lowerCamelCase	(						lowercase__		,					unittest.TestCase							):



					'''simple docstring'''







					A_     :      str				   =    XGLMTokenizer
					A_     :      int				   =    XGLMTokenizerFast
					A_     :      List[str]				   =    True
					A_     :      Tuple				   =    True







					def        __lowerCAmelCase		( self		:						str      )  ->			Optional[int]:
						super().setUp()

						# We have a SentencePiece fixture for testing
						__magic_name__	:   int					     =					XGLMTokenizer(_A  ,					keep_accents=_A      )
						tokenizer.save_pretrained(self.tmpdirname      )







					def        __lowerCAmelCase		( self		:						Tuple      )  ->			Optional[Any]:
						__magic_name__	:   List[Any]					     =					'<pad>'
						__magic_name__	:   Optional[int]					     =					1

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







					def        __lowerCAmelCase		( self		:						Union[str, Any]      )  ->			Dict:
						__magic_name__	:   Optional[int]					     =					list(self.get_tokenizer().get_vocab().keys()      )

						self.assertEqual(vocab_keys[0]  ,					'<s>'      )
						self.assertEqual(vocab_keys[1]  ,					'<pad>'      )
						self.assertEqual(len(_A      )  ,					1008      )







					def        __lowerCAmelCase		( self		:						Optional[Any]      )  ->			List[str]:
						self.assertEqual(self.get_tokenizer().vocab_size  ,					1008      )







					def        __lowerCAmelCase		( self		:						int      )  ->			Union[str, Any]:
						__magic_name__	:   int					     =					XGLMTokenizer(_A  ,					keep_accents=_A      )

						__magic_name__	:   Any					     =					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 [285, 46, 10, 170, 382]]  ,					)

						__magic_name__	:   Union[str, Any]					     =					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',
						        '.',
						    ]  ,					)
						__magic_name__	:   Dict					     =					tokenizer.convert_tokens_to_ids(_A      )
						self.assertListEqual(
						    _A  ,					[
						        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]
						    ]  ,					)

						__magic_name__	:   List[str]					     =					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        __lowerCAmelCase		( self		:						Any      )  ->			Tuple:
						return XGLMTokenizer.from_pretrained('facebook/xglm-564M'      )







					def        __lowerCAmelCase		( self		:						Tuple      )  ->			Tuple:
						with tempfile.NamedTemporaryFile() as f:
							shutil.copyfile(_A  ,					f.name      )
							__magic_name__	:   str					     =					XGLMTokenizer(f.name  ,					keep_accents=_A      )
							__magic_name__	:   Any					     =					pickle.dumps(_A      )
						pickle.loads(_A      )







					def        __lowerCAmelCase		( self		:						List[Any]      )  ->			Optional[int]:
						if not self.test_rust_tokenizer:
							return

						__magic_name__	:   List[Any]					     =					self.get_tokenizer()
						__magic_name__	:   Any					     =					self.get_rust_tokenizer()

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

						__magic_name__	:   str					     =					tokenizer.tokenize(_A      )
						__magic_name__	:   Tuple					     =					rust_tokenizer.tokenize(_A      )
						self.assertListEqual(_A  ,					_A      )

						__magic_name__	:   Optional[Any]					     =					tokenizer.encode(_A  ,					add_special_tokens=_A      )
						__magic_name__	:   Dict					     =					rust_tokenizer.encode(_A  ,					add_special_tokens=_A      )
						self.assertListEqual(_A  ,					_A      )

						__magic_name__	:   List[str]					     =					self.get_rust_tokenizer()
						__magic_name__	:   Dict					     =					tokenizer.encode(_A      )
						__magic_name__	:   Union[str, Any]					     =					rust_tokenizer.encode(_A      )
						self.assertListEqual(_A  ,					_A      )







					@slow
					def        __lowerCAmelCase		( self		:						Union[str, Any]      )  ->			List[Any]:
						__magic_name__	:   Optional[int]					     =					'Hello World!'
						__magic_name__	:   List[Any]					     =					[2, 31227, 4447, 35]

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







					@slow
					def        __lowerCAmelCase		( self		:						Optional[Any]      )  ->			Optional[int]:
						__magic_name__	:   Dict					     =					(
						    '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
						__magic_name__	:   List[Any]					     =					[2, 1018, 67, 11, 1988, 2617, 5631, 278, 11, 3407, 48, 71630, 28085, 4, 3234, 157, 13, 6, 5, 6, 4, 3526, 768, 15, 659, 57, 298, 3983, 864, 129, 21, 6, 5, 13675, 377, 652, 7580, 10341, 155, 2817, 422, 1666, 7, 1674, 53, 113, 202277, 17892, 33, 60, 87, 4, 3234, 157, 61, 2667, 52376, 19, 88, 23, 735]
						# fmt: on

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







					@slow
					def        __lowerCAmelCase		( self		:						List[str]      )  ->			Union[str, Any]:
						# fmt: off
						__magic_name__	:   List[Any]					     =					{
						    'input_ids': [[2, 108825, 1163, 15, 88010, 473, 15898, 157, 13672, 1857, 312, 8, 238021, 1163, 53, 13672, 1857, 312, 8, 53283, 182396, 8, 18566, 16, 36733, 4101, 8, 230, 244017, 122553, 7, 15, 132597, 4, 293, 12511, 7610, 4, 3414, 132597, 9, 4, 32361, 362, 4, 734, 28512, 32569, 18, 4, 32361, 26096, 14982, 73, 18715, 21433, 235261, 15, 492, 12427, 16, 53, 18715, 21433, 65454, 15, 23659, 563, 16, 278, 597, 2843, 595, 7931, 182396, 64186, 22, 886, 595, 132981, 53, 25540, 3449, 43982, 39901, 5951, 878, 330, 4, 27694, 80269, 312, 53, 6517, 11780, 611, 20408, 5], [2, 6, 132597, 67, 42897, 33, 592, 8, 163729, 25540, 361, 136997, 109514, 173230, 7, 501, 60, 102913, 196, 5631, 235, 63243, 473, 6, 231757, 74, 5277, 7905, 53, 3095, 37317, 22, 454, 183874, 5], [2, 268, 31298, 46530, 6, 132935, 43831, 7, 597, 32, 24, 3688, 9865, 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  ,					)



'''simple docstring'''

from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_torch_available,
)


lowerCAmelCase				:str        =      {
    '''configuration_vision_encoder_decoder''': ['''VisionEncoderDecoderConfig''', '''VisionEncoderDecoderOnnxConfig''']
}

try:
							if not is_torch_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:List[str]        =      ['''VisionEncoderDecoderModel''']

try:
							if not is_tf_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:List[str]        =      ['''TFVisionEncoderDecoderModel''']

try:
							if not is_flax_available():
														raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
							pass
else:
							lowerCAmelCase				:Optional[Any]        =      ['''FlaxVisionEncoderDecoderModel''']

if TYPE_CHECKING:
							from .configuration_vision_encoder_decoder import VisionEncoderDecoderConfig, VisionEncoderDecoderOnnxConfig

							try:
														if not is_torch_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_vision_encoder_decoder import VisionEncoderDecoderModel

							try:
														if not is_tf_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_tf_vision_encoder_decoder import TFVisionEncoderDecoderModel

							try:
														if not is_flax_available():
																					raise OptionalDependencyNotAvailable()
							except OptionalDependencyNotAvailable:
														pass
							else:
														from .modeling_flax_vision_encoder_decoder import FlaxVisionEncoderDecoderModel

else:
							import sys

							lowerCAmelCase				:Tuple        =      _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)