
"""simple docstring"""





import asyncio
import os
import re
import sys
import tempfile
import unittest
from contextlib import contextmanager
from copy import deepcopy
from distutils.util import strtobool
from enum import Enum
from importlib.util import find_spec
from pathlib import Path
from unittest.mock import patch

import pyarrow as pa
import pytest
import requests
from packaging import version

from datasets import config


if config.PY_VERSION < version.parse("3.8"):
							import importlib_metadata
else:
							import importlib.metadata as importlib_metadata



def 						_lowerCAmelCase				(				UpperCamelCase_  ,				UpperCamelCase_=False				):
		try:
				__SCREAMING_SNAKE_CASE            = os.environ[key]
		except KeyError:
				# KEY isn't set, default to `default`.
				__SCREAMING_SNAKE_CASE            = default
		else:
				# KEY is set, convert it to True or False.
				try:
						__SCREAMING_SNAKE_CASE            = strtobool(UpperCamelCase_				)
				except ValueError:
						# More values are supported, but let's keep the message simple.
						raise ValueError(f"If set, {key} must be yes or no."				)
		return _value


__magic_name__       =			parse_flag_from_env("RUN_SLOW", default=False)
__magic_name__       =			parse_flag_from_env("RUN_REMOTE", default=False)
__magic_name__       =			parse_flag_from_env("RUN_LOCAL", default=True)
__magic_name__       =			parse_flag_from_env("RUN_PACKAGED", default=True)

# Compression
__magic_name__       =			pytest.mark.skipif(not config.LZ4_AVAILABLE, reason="test requires lz4")
__magic_name__       =			pytest.mark.skipif(not config.PY7ZR_AVAILABLE, reason="test requires py7zr")
__magic_name__       =			pytest.mark.skipif(not config.ZSTANDARD_AVAILABLE, reason="test requires zstandard")

# Audio
__magic_name__       =			pytest.mark.skipif(
    # On Windows and OS X, soundfile installs sndfile
    find_spec("soundfile") is None or version.parse(importlib_metadata.version("soundfile")) < version.parse("0.12.0"),
    reason="test requires sndfile>=0.12.1: 'pip install \"soundfile>=0.12.1\"'; ",
)

# Beam
__magic_name__       =			pytest.mark.skipif(
    not config.BEAM_AVAILABLE or config.DILL_VERSION >= version.parse("0.3.2"),
    reason="test requires apache-beam and a compatible dill version",
)

# Dill-cloudpickle compatibility
__magic_name__       =			pytest.mark.skipif(
    config.DILL_VERSION <= version.parse("0.3.2"),
    reason="test requires dill>0.3.2 for cloudpickle compatibility",
)

# Windows
__magic_name__       =			pytest.mark.skipif(
    sys.platform == "win32",
    reason="test should not be run on Windows",
)



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import faiss  # noqa
		except ImportError:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires faiss"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import regex  # noqa
		except ImportError:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires regex"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import elasticsearch  # noqa
		except ImportError:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires elasticsearch"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import sqlalchemy  # noqa
		except ImportError:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires sqlalchemy"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not config.TORCH_AVAILABLE:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires PyTorch"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not config.TF_AVAILABLE:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires TensorFlow"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not config.JAX_AVAILABLE:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires JAX"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not config.PIL_AVAILABLE:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires Pillow"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import transformers  # noqa F401
		except ImportError:
				return unittest.skip("""test requires transformers"""				)(UpperCamelCase_				)
		else:
				return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import tiktoken  # noqa F401
		except ImportError:
				return unittest.skip("""test requires tiktoken"""				)(UpperCamelCase_				)
		else:
				return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import spacy  # noqa F401
		except ImportError:
				return unittest.skip("""test requires spacy"""				)(UpperCamelCase_				)
		else:
				return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):

		def _require_spacy_model(UpperCamelCase_				):
				try:
						import spacy  # noqa F401

						spacy.load(UpperCamelCase_				)
				except ImportError:
						return unittest.skip("""test requires spacy"""				)(UpperCamelCase_				)
				except OSError:
						return unittest.skip("""test requires spacy model '{}'""".format(UpperCamelCase_				)				)(UpperCamelCase_				)
				else:
						return test_case

		return _require_spacy_model



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import pyspark  # noqa F401
		except ImportError:
				return unittest.skip("""test requires pyspark"""				)(UpperCamelCase_				)
		else:
				return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		try:
				import joblibspark  # noqa F401
		except ImportError:
				return unittest.skip("""test requires joblibspark"""				)(UpperCamelCase_				)
		else:
				return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not _run_slow_tests or _run_slow_tests == 0:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test is slow"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not _run_local_tests or _run_local_tests == 0:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test is local"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not _run_packaged_tests or _run_packaged_tests == 0:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test is packaged"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		if not _run_remote_tests or _run_remote_tests == 0:
				__SCREAMING_SNAKE_CASE            = unittest.skip("""test requires remote"""				)(UpperCamelCase_				)
		return test_case



def 						_lowerCAmelCase				(				*UpperCamelCase_				):
		def decorate(cls				):
				for name, fn in cls.__dict__.items():
						if callable(UpperCamelCase_				) and name.startswith("""test"""				):
								for decorator in decorators:
										__SCREAMING_SNAKE_CASE            = decorator(UpperCamelCase_				)
								setattr(cls  ,				UpperCamelCase_  ,				UpperCamelCase_				)
				return cls

		return decorate
class 						SCREAMING_SNAKE_CASE_ (						__a ):




		"""simple docstring"""





		pass



class 						SCREAMING_SNAKE_CASE_ (						__a ):




		"""simple docstring"""





		__lowercase							:  str						   =		0
		__lowercase							:  Tuple						   =		1
		__lowercase							:  Union[str, Any]						   =		2



@contextmanager
def 						_lowerCAmelCase				(				UpperCamelCase_=OfflineSimulationMode.CONNECTION_FAILS  ,				UpperCamelCase_=1e-16				):
		__SCREAMING_SNAKE_CASE            = requests.Session().request

		def timeout_request(UpperCamelCase_  ,				UpperCamelCase_  ,				UpperCamelCase_  ,				**UpperCamelCase_				):
				# Change the url to an invalid url so that the connection hangs
				__SCREAMING_SNAKE_CASE            = """https://10.255.255.1"""
				if kwargs.get("""timeout"""				) is None:
						raise RequestWouldHangIndefinitelyError(
						    f"Tried a call to {url} in offline mode with no timeout set. Please set a timeout."				)
				__SCREAMING_SNAKE_CASE            = timeout
				try:
						return online_request(UpperCamelCase_  ,				UpperCamelCase_  ,				**UpperCamelCase_				)
				except Exception as e:
						# The following changes in the error are just here to make the offline timeout error prettier
						__SCREAMING_SNAKE_CASE            = url
						__SCREAMING_SNAKE_CASE            = e.args[0]
						__SCREAMING_SNAKE_CASE            = (max_retry_error.args[0].replace("""10.255.255.1"""  ,				f"OfflineMock[{url}]"				),)
						__SCREAMING_SNAKE_CASE            = (max_retry_error,)
						raise

		def raise_connection_error(UpperCamelCase_  ,				UpperCamelCase_  ,				**UpperCamelCase_				):
				raise requests.ConnectionError("""Offline mode is enabled."""  ,				request=UpperCamelCase_				)

		if mode is OfflineSimulationMode.CONNECTION_FAILS:
				with patch("""requests.Session.send"""  ,				UpperCamelCase_				):
						yield
		elif mode is OfflineSimulationMode.CONNECTION_TIMES_OUT:
				# inspired from https://stackoverflow.com/a/904609
				with patch("""requests.Session.request"""  ,				UpperCamelCase_				):
						yield
		elif mode is OfflineSimulationMode.HF_DATASETS_OFFLINE_SET_TO_1:
				with patch("""datasets.config.HF_DATASETS_OFFLINE"""  ,				UpperCamelCase_				):
						yield
		else:
				raise ValueError("""Please use a value from the OfflineSimulationMode enum."""				)



@contextmanager
def 						_lowerCAmelCase				(				*UpperCamelCase_  ,				**UpperCamelCase_				):
		__SCREAMING_SNAKE_CASE            = str(Path().resolve()				)
		with tempfile.TemporaryDirectory(*UpperCamelCase_  ,				**UpperCamelCase_				) as tmp_dir:
				try:
						os.chdir(UpperCamelCase_				)
						yield
				finally:
						os.chdir(UpperCamelCase_				)



@contextmanager
def 						_lowerCAmelCase				(				):
		import gc

		gc.collect()
		__SCREAMING_SNAKE_CASE            = pa.total_allocated_bytes()
		yield
		assert pa.total_allocated_bytes() - previous_allocated_memory > 0, "Arrow memory didn't increase."



@contextmanager
def 						_lowerCAmelCase				(				):
		import gc

		gc.collect()
		__SCREAMING_SNAKE_CASE            = pa.total_allocated_bytes()
		yield
		assert pa.total_allocated_bytes() - previous_allocated_memory <= 0, "Arrow memory wasn't expected to increase."



def 						_lowerCAmelCase				(				UpperCamelCase_  ,				UpperCamelCase_				):
		return deepcopy(UpperCamelCase_				).integers(0  ,				100  ,				10				).tolist() == deepcopy(UpperCamelCase_				).integers(0  ,				100  ,				10				).tolist()



def 						_lowerCAmelCase				(				UpperCamelCase_				):
		import decorator
		from requests.exceptions import HTTPError

		def _wrapper(UpperCamelCase_  ,				*UpperCamelCase_  ,				**UpperCamelCase_				):
				try:
						return func(*UpperCamelCase_  ,				**UpperCamelCase_				)
				except HTTPError as err:
						if str(UpperCamelCase_				).startswith("""500"""				) or str(UpperCamelCase_				).startswith("""502"""				):
								pytest.xfail(str(UpperCamelCase_				)				)
						raise err

		return decorator.decorator(_wrapper  ,				UpperCamelCase_				)
class 						SCREAMING_SNAKE_CASE_ :




		"""simple docstring"""





		def __init__(     self							,  lowerCAmelCase__							,  lowerCAmelCase__							,  lowerCAmelCase__):
				__SCREAMING_SNAKE_CASE            = returncode
				__SCREAMING_SNAKE_CASE            = stdout
				__SCREAMING_SNAKE_CASE            = stderr



async def 						_lowerCAmelCase				(				UpperCamelCase_  ,				UpperCamelCase_				):
		while True:
				__SCREAMING_SNAKE_CASE            = await stream.readline()
				if line:
						callback(UpperCamelCase_				)
				else:
						break



async def 						_lowerCAmelCase				(				UpperCamelCase_  ,				UpperCamelCase_=None  ,				UpperCamelCase_=None  ,				UpperCamelCase_=None  ,				UpperCamelCase_=False  ,				UpperCamelCase_=False				):
		if echo:
				print("""\nRunning: """  ,				""" """.join(UpperCamelCase_				)				)

		__SCREAMING_SNAKE_CASE            = await asyncio.create_subprocess_exec(
		    cmd[0]  ,				*cmd[1:]  ,				stdin=UpperCamelCase_  ,				stdout=asyncio.subprocess.PIPE  ,				stderr=asyncio.subprocess.PIPE  ,				env=UpperCamelCase_  ,				)

		# note: there is a warning for a possible deadlock when using `wait` with huge amounts of data in the pipe
		# https://docs.python.org/3/library/asyncio-subprocess.html#asyncio.asyncio.subprocess.Process.wait
		#
		# If it starts hanging, will need to switch to the following code. The problem is that no data
		# will be seen until it's done and if it hangs for example there will be no debug info.
		# out, err = await p.communicate()
		# return _RunOutput(p.returncode, out, err)

		__SCREAMING_SNAKE_CASE            = []
		__SCREAMING_SNAKE_CASE            = []

		def tee(UpperCamelCase_  ,				UpperCamelCase_  ,				UpperCamelCase_  ,				UpperCamelCase_=""				):
				__SCREAMING_SNAKE_CASE            = line.decode("""utf-8"""				).rstrip()
				sink.append(UpperCamelCase_				)
				if not quiet:
						print(UpperCamelCase_  ,				UpperCamelCase_  ,				file=UpperCamelCase_				)

    # XXX: the timeout doesn't seem to make any difference here
		await asyncio.wait(
		    [
		        _read_stream(p.stdout  ,				lambda UpperCamelCase_				: tee(UpperCamelCase_  ,				UpperCamelCase_  ,				sys.stdout  ,				label="""stdout:"""				)				),
		        _read_stream(p.stderr  ,				lambda UpperCamelCase_				: tee(UpperCamelCase_  ,				UpperCamelCase_  ,				sys.stderr  ,				label="""stderr:"""				)				),
		    ]  ,				timeout=UpperCamelCase_  ,				)
		return _RunOutput(await p.wait()  ,				UpperCamelCase_  ,				UpperCamelCase_				)



def 						_lowerCAmelCase				(				UpperCamelCase_  ,				UpperCamelCase_=None  ,				UpperCamelCase_=None  ,				UpperCamelCase_=180  ,				UpperCamelCase_=False  ,				UpperCamelCase_=True				):
		__SCREAMING_SNAKE_CASE            = asyncio.get_event_loop()
		__SCREAMING_SNAKE_CASE            = loop.run_until_complete(
		    _stream_subprocess(UpperCamelCase_  ,				env=UpperCamelCase_  ,				stdin=UpperCamelCase_  ,				timeout=UpperCamelCase_  ,				quiet=UpperCamelCase_  ,				echo=UpperCamelCase_				)				)

		__SCREAMING_SNAKE_CASE            = """ """.join(UpperCamelCase_				)
		if result.returncode > 0:
				__SCREAMING_SNAKE_CASE            = """\n""".join(result.stderr				)
				raise RuntimeError(
				    f"'{cmd_str}' failed with returncode {result.returncode}\n\n"
				    f"The combined stderr from workers follows:\n{stderr}"				)

		# check that the subprocess actually did run and produced some output, should the test rely on
		# the remote side to do the testing
		if not result.stdout and not result.stderr:
				raise RuntimeError(f"'{cmd_str}' produced no output."				)

		return result



def 						_lowerCAmelCase				(				):
		__SCREAMING_SNAKE_CASE            = os.environ.get("""PYTEST_XDIST_WORKER"""  ,				"""gw0"""				)
		__SCREAMING_SNAKE_CASE            = re.sub(r"""^gw"""  ,				""""""  ,				UpperCamelCase_  ,				0  ,				re.M				)
		return int(UpperCamelCase_				)



def 						_lowerCAmelCase				(				):
		__SCREAMING_SNAKE_CASE            = 2_9500
		__SCREAMING_SNAKE_CASE            = pytest_xdist_worker_id()
		return port + uniq_delta






"""simple docstring"""





import unittest

from transformers import SPIECE_UNDERLINE, XLNetTokenizer, XLNetTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


__magic_name__       =			get_tests_dir("fixtures/test_sentencepiece.model")
@require_sentencepiece
@require_tokenizers
class 						SCREAMING_SNAKE_CASE_ (						__a     ,				unittest.TestCase ):




		"""simple docstring"""





		__lowercase							:  Optional[Any]						   =		XLNetTokenizer
		__lowercase							:  List[str]						   =		XLNetTokenizerFast
		__lowercase							:  List[Any]						   =		True
		__lowercase							:  int						   =		True




		def 	snake_case_     (     self):
				super().setUp()

				# We have a SentencePiece fixture for testing
				__SCREAMING_SNAKE_CASE            = XLNetTokenizer(lowerCAmelCase__							,  keep_accents=lowerCAmelCase__)
				tokenizer.sanitize_special_tokens()
				tokenizer.save_pretrained(self.tmpdirname)




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = """<s>"""
				__SCREAMING_SNAKE_CASE            = 1

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




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = list(self.get_tokenizer().get_vocab().keys())

				self.assertEqual(vocab_keys[0]							,  """<unk>""")
				self.assertEqual(vocab_keys[1]							,  """<s>""")
				self.assertEqual(vocab_keys[-1]							,  """<eod>""")
				self.assertEqual(len(lowerCAmelCase__)							,  1_0_0_6)




		def 	snake_case_     (     self):
				self.assertEqual(self.get_tokenizer().vocab_size							,  1_0_0_0)




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = XLNetTokenizer(lowerCAmelCase__							,  keep_accents=lowerCAmelCase__)

				__SCREAMING_SNAKE_CASE            = tokenizer.tokenize("""This is a test""")
				self.assertListEqual(lowerCAmelCase__							,  ["""▁This""", """▁is""", """▁a""", """▁t""", """est"""])

				self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase__)							,  [2_8_5, 4_6, 1_0, 1_7_0, 3_8_2])

				__SCREAMING_SNAKE_CASE            = tokenizer.tokenize("""I was born in 92000, and this is falsé.""")
				self.assertListEqual(
				    lowerCAmelCase__							,  [
				        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(lowerCAmelCase__)
				self.assertListEqual(lowerCAmelCase__							,  [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, 0, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, 0, 4])

				__SCREAMING_SNAKE_CASE            = tokenizer.convert_ids_to_tokens(lowerCAmelCase__)
				self.assertListEqual(
				    lowerCAmelCase__							,  [
				        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>""",
				        """.""",
				    ]							,  )




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = XLNetTokenizer(lowerCAmelCase__							,  do_lower_case=lowerCAmelCase__)
				__SCREAMING_SNAKE_CASE            = tokenizer.tokenize("""I was born in 92000, and this is falsé.""")
				self.assertListEqual(
				    lowerCAmelCase__							,  [
				        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""",
				        """se""",
				        """.""",
				    ]							,  )
				self.assertListEqual(tokenizer.tokenize("""H\u00E9llo""")							,  ["""▁he""", """ll""", """o"""])




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = XLNetTokenizer(lowerCAmelCase__							,  do_lower_case=lowerCAmelCase__)
				__SCREAMING_SNAKE_CASE            = tokenizer.tokenize("""I was born in 92000, and this is falsé.""")
				self.assertListEqual(
				    lowerCAmelCase__							,  [
				        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""",
				        """se""",
				        """.""",
				    ]							,  )




		@slow
		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = XLNetTokenizer.from_pretrained("""xlnet-base-cased""")

				__SCREAMING_SNAKE_CASE            = tokenizer.encode("""sequence builders"""							,  add_special_tokens=lowerCAmelCase__)
				__SCREAMING_SNAKE_CASE            = tokenizer.encode("""multi-sequence build"""							,  add_special_tokens=lowerCAmelCase__)

				__SCREAMING_SNAKE_CASE            = tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__)
				__SCREAMING_SNAKE_CASE            = tokenizer.build_inputs_with_special_tokens(lowerCAmelCase__							,  lowerCAmelCase__)

				assert encoded_sentence == text + [4, 3]
				assert encoded_pair == text + [4] + text_a + [4, 3]




		@slow
		def 	snake_case_     (     self):
				# fmt: off
				__SCREAMING_SNAKE_CASE            = {"""input_ids""": [[1_7, 2_1_4_4_2, 2_7_0, 1_7, 1_0, 1_4_6_4_5, 3_1_8, 3_4, 1_7, 4_5_4_6, 3_1_4_5, 7_8_7, 1_3, 7_7_5_2, 2_2_0_1_8, 2_3, 2_1, 1_7, 4_5_4_6, 3_1_4_5, 7_8_7, 1_3, 3_3_5_2, 1_4_4_3_1, 1_3, 5_5_0_0, 1_1, 1_1_7_6, 5_8_0, 1_3, 1_6_8_1_9, 4_7_9_7, 2_3, 1_7, 1_0, 1_7_1_3_5, 6_5_8, 1_9, 4_5_7, 7_9_3_2, 1_3, 1_8_4, 1_9, 3_1_5_4, 1_7_1_3_5, 6_4_6_8, 1_9, 1_4_0_4, 1_2_2_6_9, 1_9, 4_2_2_9, 5_3_5_6, 1_6_2_6_4, 4_6, 1_9, 1_7, 2_0_5_4_5, 1_0_3_9_5, 9, 9, 9, 1_1, 2_8, 6_4_2_1, 9_5_3_1, 2_0_7_2_9, 1_7, 1_0, 3_5_3, 1_7_0_2_2, 1_1, 2_1, 6_4_2_1, 9_5_3_1, 1_6_9_4_9, 1_7, 1_0, 1_1_5_0_9, 7_5_3, 1_1, 3_3, 9_5, 2_4_2_1, 7_3_8_5, 9_5_6, 1_4_4_3_1, 2_6_2_6, 2_5, 8_4_2, 7_3_8_5, 4_8_3_6, 2_1, 1_4_2_9, 2_2_7_2, 9_8_5_5, 3_1_2_0, 1_6_1, 2_4_7_3_8, 1_9, 1_3_2_0_3, 6_5_8, 2_1_8, 7_8_7, 2_1, 4_3_0, 1_8_4_8_2, 8_4_7, 2_6_3_7, 9, 4, 3], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3_2_2, 2_2_1_7_8, 2_7, 1_0_6_4, 2_2, 9_5_6, 1_3, 1_1_1_0_1, 1_4_2_9, 5_8_5_4, 2_4_3_1_3, 1_8_9_5_3, 4_0, 4_2_2, 2_4_3_6_6, 6_8, 1_7_5_8, 3_7, 1_0_4_8_3, 1_4_2_5_7, 3_1, 2_0_7, 2_6_3, 2_1, 2_0_3, 3_7_7_3, 2_5, 7_1, 9_7_3_5, 9, 4, 3], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3_2, 2_0_4_9, 3_4_4_2, 1_7, 1_3_8_9_4, 3_3_8_0, 2_3, 9_5, 1_8, 1_7_6_3_4, 2_2_8_8, 9, 4, 3]], """token_type_ids""": [[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, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 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, 2], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2]], """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], [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, 1, 1, 1, 1, 1, 1, 1, 1, 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, 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]]}  # noqa: E501
				# fmt: on

				self.tokenizer_integration_test_util(
				    expected_encoding=lowerCAmelCase__							,  model_name="""xlnet-base-cased"""							,  revision="""c841166438c31ec7ca9a106dee7bb312b73ae511"""							,  )




