
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


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





@require_sentencepiece
@require_tokenizers
class 							UpperCAmelCase				(  a_      ,      unittest.TestCase  ):




	'''simple docstring'''





	snake_case_						   =					XGLMTokenizer
	snake_case_						   =					XGLMTokenizerFast
	snake_case_						   =					True
	snake_case_						   =					True






	def     UpperCamelCase_  (	self :			Dict			):
					super().setUp()

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






	def     UpperCamelCase_  (	self :			Union[str, Any]			):
					__A             =			"<pad>"
					__A             =			1

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






	def     UpperCamelCase_  (	self :			Tuple			):
					__A             =			list(self.get_tokenizer().get_vocab().keys()			)

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






	def     UpperCamelCase_  (	self :			Optional[Any]			):
					self.assertEqual(self.get_tokenizer().vocab_size							,10_08			)






	def     UpperCamelCase_  (	self :			List[Any]			):
					__A             =			XGLMTokenizer(lowercase_							,keep_accents=lowercase_			)

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

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

					__A             =			tokenizer.tokenize("I was born in 92000, and this is falsé."			)
					self.assertListEqual(
					    lowercase_							,[
					        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(lowercase_			)
					self.assertListEqual(
					    lowercase_							,[
					        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]
					    ]							,)

					__A             =			tokenizer.convert_ids_to_tokens(lowercase_			)
					self.assertListEqual(
					    lowercase_							,[
					        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     UpperCamelCase_  (	self :			int			):
					return XGLMTokenizer.from_pretrained("facebook/xglm-564M"			)






	def     UpperCamelCase_  (	self :			List[Any]			):

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






	def     UpperCamelCase_  (	self :			List[Any]			):

					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(lowercase_			)
					__A             =			rust_tokenizer.tokenize(lowercase_			)
					self.assertListEqual(lowercase_							,lowercase_			)

					__A             =			tokenizer.encode(lowercase_							,add_special_tokens=lowercase_			)
					__A             =			rust_tokenizer.encode(lowercase_							,add_special_tokens=lowercase_			)
					self.assertListEqual(lowercase_							,lowercase_			)

					__A             =			self.get_rust_tokenizer()
					__A             =			tokenizer.encode(lowercase_			)
					__A             =			rust_tokenizer.encode(lowercase_			)
					self.assertListEqual(lowercase_							,lowercase_			)






	@slow
	def     UpperCamelCase_  (	self :			Optional[int]			):
					__A             =			"Hello World!"
					__A             =			[2, 3_12_27, 44_47, 35]

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






	@slow
	def     UpperCamelCase_  (	self :			str			):
					__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, 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(lowercase_							,self.big_tokenizer.encode(lowercase_			)			)







	@slow
	def     UpperCamelCase_  (	self :			Union[str, Any]			):
					__A             =			{
					    "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=lowercase_							,model_name="facebook/xglm-564M"							,padding=lowercase_							,)


from typing import TYPE_CHECKING

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


SCREAMING_SNAKE_CASE							:int										=    {'configuration_encoder_decoder': ['EncoderDecoderConfig']}

try:
					if not is_torch_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE							:Dict										=    ['EncoderDecoderModel']

try:
					if not is_tf_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE							:int										=    ['TFEncoderDecoderModel']

try:
					if not is_flax_available():
										raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
					pass
else:
					SCREAMING_SNAKE_CASE							:Optional[int]										=    ['FlaxEncoderDecoderModel']

if TYPE_CHECKING:
					from .configuration_encoder_decoder import EncoderDecoderConfig

					try:
										if not is_torch_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_encoder_decoder import EncoderDecoderModel

					try:
										if not is_tf_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_tf_encoder_decoder import TFEncoderDecoderModel

					try:
										if not is_flax_available():
															raise OptionalDependencyNotAvailable()
					except OptionalDependencyNotAvailable:
										pass
					else:
										from .modeling_flax_encoder_decoder import FlaxEncoderDecoderModel

else:
					import sys

					SCREAMING_SNAKE_CASE							:int										=    _LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)
