





"""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


__UpperCAmelCase						=			get_tests_dir('''fixtures/test_sentencepiece.model''')



@require_sentencepiece
@require_tokenizers
class 					__UpperCAmelCase							(						_UpperCamelCase						,  unittest.TestCase  ):
				__lowerCamelCase				:	List[str]				     =				XGLMTokenizer
				__lowerCamelCase				:	Union[str, Any]				     =				XGLMTokenizerFast
				__lowerCamelCase				:	str				     =				True
				__lowerCamelCase				:	Any				     =				True
				def       UpperCAmelCase      (		self    :			Dict    )	->	str:



							'''simple docstring'''



							super().setUp()

							# We have a SentencePiece fixture for testing
							a__  :	Any		 =			XGLMTokenizer(a_	, keep_accents=a_    )
							tokenizer.save_pretrained(self.tmpdirname    )
				def       UpperCAmelCase      (		self    :			Tuple    )	->	Union[str, Any]:



							'''simple docstring'''



							a__  :	Any		 =			"<pad>"
							a__  :	Dict		 =			1

							self.assertEqual(self.get_tokenizer()._convert_token_to_id(a_    )	, a_    )
							self.assertEqual(self.get_tokenizer()._convert_id_to_token(a_    )	, a_    )
				def       UpperCAmelCase      (		self    :			int    )	->	Any:



							'''simple docstring'''



							a__  :	List[str]		 =			list(self.get_tokenizer().get_vocab().keys()    )

							self.assertEqual(vocab_keys[0]	, "<s>"    )
							self.assertEqual(vocab_keys[1]	, "<pad>"    )
							self.assertEqual(len(a_    )	, 10_08    )
				def       UpperCAmelCase      (		self    :			Tuple    )	->	str:



							'''simple docstring'''



							self.assertEqual(self.get_tokenizer().vocab_size	, 10_08    )
				def       UpperCAmelCase      (		self    :			List[Any]    )	->	List[str]:



							'''simple docstring'''



							a__  :	List[str]		 =			XGLMTokenizer(a_	, keep_accents=a_    )

							a__  :	Tuple		 =			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_85, 46, 10, 1_70, 3_82]]	, )

							a__  :	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",
							        ".",
							    ]	, )
							a__  :	Optional[Any]		 =			tokenizer.convert_tokens_to_ids(a_    )
							self.assertListEqual(
							    a_	, [
							        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__  :	Optional[int]		 =			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       UpperCAmelCase      (		self    :			Optional[Any]    )	->	str:



							'''simple docstring'''



							return XGLMTokenizer.from_pretrained("facebook/xglm-564M"    )
				def       UpperCAmelCase      (		self    :			str    )	->	str:



							'''simple docstring'''



							with tempfile.NamedTemporaryFile() as f:
										shutil.copyfile(a_	, f.name    )
										a__  :	List[Any]		 =			XGLMTokenizer(f.name	, keep_accents=a_    )
										a__  :	Optional[Any]		 =			pickle.dumps(a_    )
							pickle.loads(a_    )
				def       UpperCAmelCase      (		self    :			Union[str, Any]    )	->	Union[str, Any]:



							'''simple docstring'''



							if not self.test_rust_tokenizer:
										return

							a__  :	List[str]		 =			self.get_tokenizer()
							a__  :	Tuple		 =			self.get_rust_tokenizer()

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

							a__  :	Optional[Any]		 =			tokenizer.tokenize(a_    )
							a__  :	Union[str, Any]		 =			rust_tokenizer.tokenize(a_    )
							self.assertListEqual(a_	, a_    )

							a__  :	List[str]		 =			tokenizer.encode(a_	, add_special_tokens=a_    )
							a__  :	Any		 =			rust_tokenizer.encode(a_	, add_special_tokens=a_    )
							self.assertListEqual(a_	, a_    )

							a__  :	str		 =			self.get_rust_tokenizer()
							a__  :	Union[str, Any]		 =			tokenizer.encode(a_    )
							a__  :	int		 =			rust_tokenizer.encode(a_    )
							self.assertListEqual(a_	, a_    )
				@slow
				def       UpperCAmelCase      (		self    :			str    )	->	Optional[int]:



							'''simple docstring'''



							a__  :	Optional[Any]		 =			"Hello World!"
							a__  :	Union[str, Any]		 =			[2, 3_12_27, 44_47, 35]

							self.assertListEqual(a_	, self.big_tokenizer.encode(a_    )    )
				@slow
				def       UpperCAmelCase      (		self    :			List[str]    )	->	Tuple:



							'''simple docstring'''



							a__  :	Tuple		 =			(
							    "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__  :	Dict		 =			[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(a_	, self.big_tokenizer.encode(a_    )    )






				@slow
				def       UpperCAmelCase      (		self    :			Tuple    )	->	str:



							'''simple docstring'''



							a__  :	Any		 =			{
							    "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=a_	, model_name="facebook/xglm-564M"	, padding=a_	, )






"""simple docstring"""






def      lowercase__ (					lowerCAmelCase__   :			str			)    ->			list[int]:



			'''simple docstring'''
			a__  :	List[str]		 =			[0 for i in range(len(lowerCAmelCase__			)			)]

			# initialize interval's left pointer and right pointer
			a__ ,	a__  :	int		 =			0, 0

			for i in range(1							,			len(lowerCAmelCase__			)			):
						# case when current index is inside the interval
						if i <= right_pointer:
									a__  :	List[Any]		 =			min(right_pointer - i + 1							,			z_result[i - left_pointer]			)
									a__  :	List[str]		 =			min_edge

						while go_next(lowerCAmelCase__							,			lowerCAmelCase__							,			lowerCAmelCase__			):
									z_result[i] += 1

						# if new index's result gives us more right interval,
						# we've to update left_pointer and right_pointer
						if i + z_result[i] - 1 > right_pointer:
									a__ ,	a__  :	str		 =			i, i + z_result[i] - 1

			return z_result






def      lowercase__ (					lowerCAmelCase__   :			int							,			lowerCAmelCase__   :			list[int]							,			lowerCAmelCase__   :			str			)    ->			bool:



			'''simple docstring'''
			return i + z_result[i] < len(lowerCAmelCase__			) and s[z_result[i]] == s[i + z_result[i]]






def      lowercase__ (					lowerCAmelCase__   :			str							,			lowerCAmelCase__   :			str			)    ->			int:



			'''simple docstring'''
			a__  :	List[Any]		 =			0
			# concatenate 'pattern' and 'input_str' and call z_function
			# with concatenated string
			a__  :	List[str]		 =			z_function(pattern + input_str			)

			for val in z_result:
						# if value is greater then length of the pattern string
						# that means this index is starting position of substring
						# which is equal to pattern string
						if val >= len(lowerCAmelCase__			):
									answer += 1

			return answer


if __name__ == "__main__":
		import doctest

		doctest.testmod()