

'''simple docstring'''




import unittest

from transformers.models.xlm_prophetnet.tokenization_xlm_prophetnet import SPIECE_UNDERLINE, XLMProphetNetTokenizer
from transformers.testing_utils import get_tests_dir, require_sentencepiece, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


_a					:			Tuple							=    get_tests_dir('fixtures/test_sentencepiece.model')



@require_sentencepiece
class 							lowercase_						(		__A			,							unittest.TestCase			):

  '''simple docstring'''





  __lowerCAmelCase       :			Dict     	= XLMProphetNetTokenizer
  __lowerCAmelCase       :			Optional[int]     	= False
  __lowerCAmelCase       :			Dict     	= True
  def     snake_case_      (  self  )				->					Optional[int]:


    """simple docstring"""
    super().setUp()

    # We have a SentencePiece fixture for testing
    UpperCAmelCase    				=						XLMProphetNetTokenizer(__A ,			keep_accents=__A  )
    tokenizer.save_pretrained(self.tmpdirname  )
  def     snake_case_      (  self  )				->					str:


    """simple docstring"""
    UpperCAmelCase    				=						'[PAD]'
    UpperCAmelCase    				=						0

    self.assertEqual(self.get_tokenizer()._convert_token_to_id(__A  ) ,			__A  )
    self.assertEqual(self.get_tokenizer()._convert_id_to_token(__A  ) ,			__A  )
  def     snake_case_      (  self  )				->					Dict:


    """simple docstring"""
    UpperCAmelCase    				=						list(self.get_tokenizer().get_vocab().keys()  )

    self.assertEqual(vocab_keys[0] ,			'[PAD]'  )
    self.assertEqual(vocab_keys[1] ,			'[CLS]'  )
    self.assertEqual(vocab_keys[-1] ,			'j'  )
    self.assertEqual(len(__A  ) ,			1_0_1_2  )
  def     snake_case_      (  self  )				->					Dict:


    """simple docstring"""
    self.assertEqual(self.get_tokenizer().vocab_size ,			1_0_1_2  )
  def     snake_case_      (  self  )				->					Tuple:


    """simple docstring"""
    UpperCAmelCase    				=						XLMProphetNetTokenizer(__A ,			keep_accents=__A  )

    UpperCAmelCase    				=						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_8_5, 4_6, 1_0, 1_7_0, 3_8_2]] ,			)

    UpperCAmelCase    				=						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',
            '.',
        ] ,			)
    UpperCAmelCase    				=						tokenizer.convert_tokens_to_ids(__A  )
    self.assertListEqual(
        __A ,			[
            value + tokenizer.fairseq_offset
            for value in [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, -9, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, -9, 4]
        ] ,			)

    UpperCAmelCase    				=						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     snake_case_      (  self  )				->					Union[str, Any]:


    """simple docstring"""
    return XLMProphetNetTokenizer.from_pretrained('microsoft/xprophetnet-large-wiki100-cased'  )
  @slow
  def     snake_case_      (  self  )				->					int:


    """simple docstring"""
    UpperCAmelCase    				=						'Hello World!'
    UpperCAmelCase    				=						[3_5_3_8_9, 6_6_7_2, 4_9, 2]
    self.assertListEqual(__A ,			self.big_tokenizer.encode(__A  )  )





  @slow
  def     snake_case_      (  self  )				->					Dict:


    """simple docstring"""
    # fmt: off
    UpperCAmelCase    				=						{'input_ids': [[1_1_0_7_3, 8_2_7_8_3, 1_8, 2_6, 8_2_7_8_3, 5_4_9, 5_1_5_4_0, 2_4_8, 1_7_2_0_9, 1_3_0_1, 2_1_7, 2_0, 2_1_5_1_8_6, 1_3_2_5, 1_4_7, 1_7_2_0_9, 1_3_0_1, 2_1_7, 2_0, 5_6_3_7_0, 5_3, 1_2_2_0_2_0, 2_0, 1_6_4_7_7, 2_7, 8_7_3_5_5, 4_5_4_8, 2_0, 4_7_2_8, 7_8_3_9_2, 1_7, 1_5_9_9_6_9, 1_8, 2_6, 2_4_4_9_1, 6_2_9, 1_5, 5_3_8, 2_2_7_0_4, 5_4_3_9, 1_5, 2_7_8_8, 2_4_4_9_1, 9_8_8_5, 1_5, 4_3_5_3_4, 6_0_5, 1_5, 8_1_4, 1_8_4_0_3, 3_3_2_0_0, 2_9, 1_5, 4_3_5_3_4, 2_4_4_5_8, 1_2_4_1_0, 1_1_1, 2_4_9_6_6, 8_3_6_6_9, 9_6_3_7, 1_4_4_0_6_8, 2_6, 8_5_0, 2_2_3_4_6, 2_7, 1_4_7, 2_4_9_6_6, 8_3_6_6_9, 8_3_4_9_0, 2_6, 3_9_1_1_3, 7_3_5, 2_7, 6_8_9, 6_5_6, 2_8_0_0, 1_3_3_9, 4_6_0_0, 5_3, 1_2_2_0_2_0, 1_1_5_7_8_5, 3_4, 8_1_6, 1_3_3_9, 4_6_8_8_7, 1_8, 1_4_7, 5_3_9_0_5, 1_9_5_1, 4_2_2_3_8, 4_1_1_7_0, 1_7_7_3_2, 8_3_4, 4_3_6, 1_5, 2_7_5_2_3, 9_8_7_3_3, 2_1_7, 1_4_7, 5_5_4_2, 4_9_8_1, 9_3_0, 1_7_3_4_7, 1_6, 2], [2_0_0_9_1, 6_2_9, 9_4, 8_2_7_8_6, 5_8, 4_9_0, 2_0, 1_5_2_8, 8_4, 5_3_9_0_5, 3_4_4, 8_0_5_9_2, 1_1_0_1_2_8, 1_8_8_2_2, 5_2_6_7, 1_3_0_6, 6_2, 1_5_2_5_3_7, 3_0_8, 7_9_9_7, 4_0_1, 1_2_4_4_2_7, 5_4_9, 3_5_4_4_2, 2_2_5, 1_0_9, 1_5_0_5_5, 2_5_7_4_8, 1_4_7, 7_1_1_9, 4_3_7_1_2, 3_4, 7_6_7, 1_3_5_3_6_6, 1_8, 1_6, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [5_9_2, 6_3_7_8_4, 1_1_9_4_6_6, 1_7, 1_4_7_8_0_8, 8_8_2_1_4, 1_8, 6_5_6, 8_1, 3_2, 3_2_9_6, 1_0_2_8_0, 1_6, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], '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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
    # fmt: on

    self.tokenizer_integration_test_util(
        expected_encoding=__A ,			model_name='microsoft/xprophetnet-large-wiki100-cased' ,			revision='1acad1643ddd54a44df6a1b797ada8373685d90e' ,			)






import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


SCREAMING_SNAKE_CASE							    =							importlib.util.find_spec('s3fs') is not None

if _has_safs:
  from .safilesystem import SaFileSystem  # noqa: F401

SCREAMING_SNAKE_CASE							    =							[
    compression.BzaFileSystem,
    compression.GzipFileSystem,
    compression.LzaFileSystem,
    compression.XzFileSystem,
    compression.ZstdFileSystem,
]

# Register custom filesystems
for fs_class in COMPRESSION_FILESYSTEMS + [HfFileSystem]:
  if fs_class.protocol in fsspec.registry and fsspec.registry[fs_class.protocol] is not fs_class:
    warnings.warn(f'''A filesystem protocol was already set for {fs_class.protocol} and will be overwritten.''')
  fsspec.register_implementation(fs_class.protocol, fs_class, clobber=True)




def  a   (lowerCAmelCase__   ):
   if "://" in dataset_path:
      __a					=  dataset_path.split("""://"""   )[1]
   return dataset_path




def  a   (lowerCAmelCase__   ):
   if fs is not None and fs.protocol != "file":
      return True
   else:
      return False




def  a   (lowerCAmelCase__		,				lowerCAmelCase__		,				lowerCAmelCase__   ):
   __a					=  not is_remote_filesystem(lowerCAmelCase__   )
   if is_local:
      # LocalFileSystem.mv does copy + rm, it is more efficient to simply move a local directory
      shutil.move(fs._strip_protocol(lowerCAmelCase__   )		,				fs._strip_protocol(lowerCAmelCase__   )   )
   else:
      fs.mv(lowerCAmelCase__		,				lowerCAmelCase__		,				recursive=lowerCAmelCase__   )




def  a   ():
   if hasattr(fsspec.asyn		,				"""reset_lock"""   ):
      # for future fsspec>2022.05.0
      fsspec.asyn.reset_lock()
   else:
      __a					=  None
      __a					=  None
      __a					=  threading.Lock()



