




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	:						Optional[int]			=     get_tests_dir("fixtures/test_sentencepiece.model")




@require_sentencepiece
@require_tokenizers
class    __lowerCAmelCase       (							lowerCAmelCase      , unittest.TestCase):
       _a 					=						XGLMTokenizer
       _a 					=						XGLMTokenizerFast
       _a 					=						True
       _a 					=						True






       def 					SCREAMING_SNAKE_CASE    (   self:					Tuple				):
         super().setUp()

         # We have a SentencePiece fixture for testing
         lowercase    :List[Any]      	=						XGLMTokenizer(_lowerCAmelCase       ,					keep_accents=_lowerCAmelCase				)
         tokenizer.save_pretrained(self.tmpdirname				)






       def 					SCREAMING_SNAKE_CASE    (   self:					List[Any]				):
         lowercase    :Union[str, Any]      	=						"<pad>"
         lowercase    :List[Any]      	=						1

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






       def 					SCREAMING_SNAKE_CASE    (   self:					Union[str, Any]				):
         lowercase    :Optional[Any]      	=						list(self.get_tokenizer().get_vocab().keys()				)

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






       def 					SCREAMING_SNAKE_CASE    (   self:					List[str]				):
         self.assertEqual(self.get_tokenizer().vocab_size       ,					10_08				)






       def 					SCREAMING_SNAKE_CASE    (   self:					Optional[Any]				):
         lowercase    :Union[str, Any]      	=						XGLMTokenizer(_lowerCAmelCase       ,					keep_accents=_lowerCAmelCase				)

         lowercase    :Union[str, Any]      	=						tokenizer.tokenize("This is a test"				)
         self.assertListEqual(_lowerCAmelCase       ,					["▁This", "▁is", "▁a", "▁t", "est"]				)

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

         lowercase    :Union[str, Any]      	=						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",
                 ".",
             ]       ,					)
         lowercase    :List[str]      	=						tokenizer.convert_tokens_to_ids(_lowerCAmelCase				)
         self.assertListEqual(
             _lowerCAmelCase       ,					[
                 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]
             ]       ,					)

         lowercase    :Union[str, Any]      	=						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>",
                 ".",
             ]       ,					)






       @cached_property
       def 					SCREAMING_SNAKE_CASE    (   self:					str				):
         return XGLMTokenizer.from_pretrained("facebook/xglm-564M"				)






       def 					SCREAMING_SNAKE_CASE    (   self:					List[str]				):
         with tempfile.NamedTemporaryFile() as f:
           shutil.copyfile(_lowerCAmelCase       ,					f.name				)
           lowercase    :Tuple      	=						XGLMTokenizer(f.name       ,					keep_accents=_lowerCAmelCase				)
           lowercase    :Optional[int]      	=						pickle.dumps(_lowerCAmelCase				)
         pickle.loads(_lowerCAmelCase				)






       def 					SCREAMING_SNAKE_CASE    (   self:					Optional[int]				):
         if not self.test_rust_tokenizer:
           return

         lowercase    :int      	=						self.get_tokenizer()
         lowercase    :Dict      	=						self.get_rust_tokenizer()

         lowercase    :str      	=						"I was born in 92000, and this is falsé."

         lowercase    :Tuple      	=						tokenizer.tokenize(_lowerCAmelCase				)
         lowercase    :List[Any]      	=						rust_tokenizer.tokenize(_lowerCAmelCase				)
         self.assertListEqual(_lowerCAmelCase       ,					_lowerCAmelCase				)

         lowercase    :List[str]      	=						tokenizer.encode(_lowerCAmelCase       ,					add_special_tokens=_lowerCAmelCase				)
         lowercase    :int      	=						rust_tokenizer.encode(_lowerCAmelCase       ,					add_special_tokens=_lowerCAmelCase				)
         self.assertListEqual(_lowerCAmelCase       ,					_lowerCAmelCase				)

         lowercase    :Any      	=						self.get_rust_tokenizer()
         lowercase    :Any      	=						tokenizer.encode(_lowerCAmelCase				)
         lowercase    :List[str]      	=						rust_tokenizer.encode(_lowerCAmelCase				)
         self.assertListEqual(_lowerCAmelCase       ,					_lowerCAmelCase				)






       @slow
       def 					SCREAMING_SNAKE_CASE    (   self:					List[Any]				):
         lowercase    :Tuple      	=						"Hello World!"
         lowercase    :Tuple      	=						[2, 3_12_27, 44_47, 35]

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






       @slow
       def 					SCREAMING_SNAKE_CASE    (   self:					Any				):
         lowercase    :Optional[int]      	=						(
             "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
         lowercase    :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(_lowerCAmelCase       ,					self.big_tokenizer.encode(_lowerCAmelCase				)				)






       @slow
       def 					SCREAMING_SNAKE_CASE    (   self:					Tuple				):
         # fmt: off
         lowercase    :int      	=						{
             "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=_lowerCAmelCase       ,					model_name="facebook/xglm-564M"       ,					padding=_lowerCAmelCase       ,					)









from collections import defaultdict

from graphs.minimum_spanning_tree_prims import prisms_algorithm as mst



def       UpperCAmelCase__  (     ):
  lowercase	,    lowercase    :Union[str, Any]      	=						9, 14  # noqa: F841
  lowercase    :Optional[Any]      	=						[
      [0, 1, 4],
      [0, 7, 8],
      [1, 2, 8],
      [7, 8, 7],
      [7, 6, 1],
      [2, 8, 2],
      [8, 6, 6],
      [2, 3, 7],
      [2, 5, 4],
      [6, 5, 2],
      [3, 5, 14],
      [3, 4, 9],
      [5, 4, 10],
      [1, 7, 11],
  ]

  lowercase    :Optional[Any]      	=						defaultdict(lowerCamelCase   )
  for nodea, nodea, cost in edges:
    adjancency[nodea].append([nodea, cost]   )
    adjancency[nodea].append([nodea, cost]   )

  lowercase    :Optional[int]      	=						mst(lowerCamelCase   )

  lowercase    :Any      	=						[
      [7, 6, 1],
      [2, 8, 2],
      [6, 5, 2],
      [0, 1, 4],
      [2, 5, 4],
      [2, 3, 7],
      [0, 7, 8],
      [3, 4, 9],
  ]

  for answer in expected:
    lowercase    :Any      	=						tuple(answer[:2]   )
    lowercase    :str      	=						tuple(edge[::-1]   )
    assert edge in result or reverse in result



