






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


@require_sentencepiece
@require_tokenizers
class       snake_case__	( a_			,							unittest.TestCase):
					a_								= XGLMTokenizer
					a_								= XGLMTokenizerFast
					a_								= True
					a_								= True




					def 						A	(   self   :						List[str]	)  ->				Union[str, Any]:
								super().setUp()

								# We have a SentencePiece fixture for testing
								UpperCAmelCase_	:    Tuple	  =    XGLMTokenizer(_a							,      keep_accents=_a	)
								tokenizer.save_pretrained(self.tmpdirname	)




					def 						A	(   self   :						Tuple	)  ->				Any:
								UpperCAmelCase_	:    List[Any]	  =    "<pad>"
								UpperCAmelCase_	:    Optional[Any]	  =    1

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




					def 						A	(   self   :						Union[str, Any]	)  ->				Dict:
								UpperCAmelCase_	:    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 						A	(   self   :						Optional[Any]	)  ->				List[Any]:
								self.assertEqual(self.get_tokenizer().vocab_size							,      10_08	)




					def 						A	(   self   :						Optional[int]	)  ->				List[str]:
								UpperCAmelCase_	:    Optional[int]	  =    XGLMTokenizer(_a							,      keep_accents=_a	)

								UpperCAmelCase_	:    Optional[int]	  =    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]]							,      )

								UpperCAmelCase_	:    Optional[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''',
								        '''.''',
								    ]							,      )
								UpperCAmelCase_	:    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]
								    ]							,      )

								UpperCAmelCase_	:    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 						A	(   self   :						int	)  ->				List[Any]:
								return XGLMTokenizer.from_pretrained('''facebook/xglm-564M'''	)




					def 						A	(   self   :						Optional[Any]	)  ->				Tuple:
								with tempfile.NamedTemporaryFile() as f:
											shutil.copyfile(_a							,      f.name	)
											UpperCAmelCase_	:    Tuple	  =    XGLMTokenizer(f.name							,      keep_accents=_a	)
											UpperCAmelCase_	:    Union[str, Any]	  =    pickle.dumps(_a	)
								pickle.loads(_a	)




					def 						A	(   self   :						str	)  ->				Union[str, Any]:
								if not self.test_rust_tokenizer:
											return

								UpperCAmelCase_	:    int	  =    self.get_tokenizer()
								UpperCAmelCase_	:    Any	  =    self.get_rust_tokenizer()

								UpperCAmelCase_	:    Optional[Any]	  =    "I was born in 92000, and this is falsé."

								UpperCAmelCase_	:    str	  =    tokenizer.tokenize(_a	)
								UpperCAmelCase_	:    str	  =    rust_tokenizer.tokenize(_a	)
								self.assertListEqual(_a							,      _a	)

								UpperCAmelCase_	:    Tuple	  =    tokenizer.encode(_a							,      add_special_tokens=_a	)
								UpperCAmelCase_	:    Union[str, Any]	  =    rust_tokenizer.encode(_a							,      add_special_tokens=_a	)
								self.assertListEqual(_a							,      _a	)

								UpperCAmelCase_	:    Tuple	  =    self.get_rust_tokenizer()
								UpperCAmelCase_	:    List[Any]	  =    tokenizer.encode(_a	)
								UpperCAmelCase_	:    Dict	  =    rust_tokenizer.encode(_a	)
								self.assertListEqual(_a							,      _a	)




					@slow
					def 						A	(   self   :						Union[str, Any]	)  ->				Dict:
								UpperCAmelCase_	:    Any	  =    "Hello World!"
								UpperCAmelCase_	:    List[str]	  =    [2, 3_12_27, 44_47, 35]

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




					@slow
					def 						A	(   self   :						List[Any]	)  ->				Dict:
								UpperCAmelCase_	:    Optional[Any]	  =    (
								    "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
								UpperCAmelCase_	:    Optional[int]	  =    [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 						A	(   self   :						Optional[int]	)  ->				Optional[Any]:
								# fmt: off
								UpperCAmelCase_	:    str	  =    {
								    "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"""




from __future__ import annotations

from bisect import bisect_left
from functools import total_ordering
from heapq import merge

@total_ordering
class 		a__						(      a_						):
   def __lt__(			self	,    _a				):
          return self[-1] < other[-1]

   def __eq__(			self	,    _a				):
          return self[-1] == other[-1]


def   __magic_name__	(      __snake_case				:       list  ) ->				list:
       lowercase    :				list[Stack]       		=							[]
       # sort into stacks
       for element in collection:
              lowercase    :				Union[str, Any]       		=							Stack([element]  )
              lowercase    :				Dict       		=							bisect_left(__snake_case     , __snake_case  )
              if i != len(__snake_case  ):
                     stacks[i].append(__snake_case  )
              else:
                     stacks.append(__snake_case  )

    # use a heap-based merge to merge stack efficiently
       lowercase    :				Dict       		=							merge(*(reversed(__snake_case  ) for stack in stacks)  )
       return collection


if __name__ == "__main__":
   _A			:       Optional[int]   		=       input("""Enter numbers separated by a comma:\n""").strip()
   _A			:       Optional[Any]   		=       [int(item) for item in user_input.split(""",""")]
   print(patience_sort(unsorted))


