






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    ):
			__snake_case				:      Dict 						=							XGLMTokenizer
			__snake_case				:      int 						=							XGLMTokenizerFast
			__snake_case				:      Dict 						=							True
			__snake_case				:      List[Any] 						=							True







			def 							UpperCamelCase      (	self:  str     ):







									'''simple docstring'''




									super().setUp()

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







			def 							UpperCamelCase      (	self:  Tuple     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  """<pad>"""
									_SCREAMING_SNAKE_CASE	      =  1

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







			def 							UpperCamelCase      (	self:  Union[str, Any]     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  list(self.get_tokenizer().get_vocab().keys()     )

									self.assertEqual(vocab_keys[0]      ,	"""<s>"""     )
									self.assertEqual(vocab_keys[1]      ,	"""<pad>"""     )
									self.assertEqual(len(UpperCAmelCase_     )      ,	1_008     )







			def 							UpperCamelCase      (	self:  int     ):







									'''simple docstring'''




									self.assertEqual(self.get_tokenizer().vocab_size      ,	1_008     )







			def 							UpperCamelCase      (	self:  Any     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  XGLMTokenizer(UpperCAmelCase_      ,	keep_accents=UpperCAmelCase_     )

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

									self.assertListEqual(
									    tokenizer.convert_tokens_to_ids(UpperCAmelCase_     )      ,	[value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]      ,	)

									_SCREAMING_SNAKE_CASE	      =  tokenizer.tokenize("""I was born in 92000, and this is falsé."""     )
									self.assertListEqual(
									    UpperCAmelCase_      ,	[
									        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(UpperCAmelCase_     )
									self.assertListEqual(
									    UpperCAmelCase_      ,	[
									        value + tokenizer.fairseq_offset
									        for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
									    ]      ,	)

									_SCREAMING_SNAKE_CASE	      =  tokenizer.convert_ids_to_tokens(UpperCAmelCase_     )
									self.assertListEqual(
									    UpperCAmelCase_      ,	[
									        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:  Union[str, Any]     ):







									'''simple docstring'''




									return XGLMTokenizer.from_pretrained("""facebook/xglm-564M"""     )







			def 							UpperCamelCase      (	self:  Union[str, Any]     ):







									'''simple docstring'''




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







			def 							UpperCamelCase      (	self:  str     ):







									'''simple docstring'''




									if not self.test_rust_tokenizer:
															return

									_SCREAMING_SNAKE_CASE	      =  self.get_tokenizer()
									_SCREAMING_SNAKE_CASE	      =  self.get_rust_tokenizer()

									_SCREAMING_SNAKE_CASE	      =  """I was born in 92000, and this is falsé."""

									_SCREAMING_SNAKE_CASE	      =  tokenizer.tokenize(UpperCAmelCase_     )
									_SCREAMING_SNAKE_CASE	      =  rust_tokenizer.tokenize(UpperCAmelCase_     )
									self.assertListEqual(UpperCAmelCase_      ,	UpperCAmelCase_     )

									_SCREAMING_SNAKE_CASE	      =  tokenizer.encode(UpperCAmelCase_      ,	add_special_tokens=UpperCAmelCase_     )
									_SCREAMING_SNAKE_CASE	      =  rust_tokenizer.encode(UpperCAmelCase_      ,	add_special_tokens=UpperCAmelCase_     )
									self.assertListEqual(UpperCAmelCase_      ,	UpperCAmelCase_     )

									_SCREAMING_SNAKE_CASE	      =  self.get_rust_tokenizer()
									_SCREAMING_SNAKE_CASE	      =  tokenizer.encode(UpperCAmelCase_     )
									_SCREAMING_SNAKE_CASE	      =  rust_tokenizer.encode(UpperCAmelCase_     )
									self.assertListEqual(UpperCAmelCase_      ,	UpperCAmelCase_     )







			@slow
			def 							UpperCamelCase      (	self:  Optional[Any]     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  """Hello World!"""
									_SCREAMING_SNAKE_CASE	      =  [2, 31_227, 4_447, 35]

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







			@slow
			def 							UpperCamelCase      (	self:  Any     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  (
									    """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
									_SCREAMING_SNAKE_CASE	      =  [2, 1_018, 67, 11, 1_988, 2_617, 5_631, 278, 11, 3_407, 48, 71_630, 28_085, 4, 3_234, 157, 13, 6, 5, 6, 4, 3_526, 768, 15, 659, 57, 298, 3_983, 864, 129, 21, 6, 5, 13_675, 377, 652, 7_580, 10_341, 155, 2_817, 422, 1_666, 7, 1_674, 53, 113, 202_277, 17_892, 33, 60, 87, 4, 3_234, 157, 61, 2_667, 52_376, 19, 88, 23, 735]
									# fmt: on

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







			@slow
			def 							UpperCamelCase      (	self:  Any     ):







									'''simple docstring'''




									_SCREAMING_SNAKE_CASE	      =  {
									    """input_ids""": [[2, 108_825, 1_163, 15, 88_010, 473, 15_898, 157, 13_672, 1_857, 312, 8, 238_021, 1_163, 53, 13_672, 1_857, 312, 8, 53_283, 182_396, 8, 18_566, 16, 36_733, 4_101, 8, 230, 244_017, 122_553, 7, 15, 132_597, 4, 293, 12_511, 7_610, 4, 3_414, 132_597, 9, 4, 32_361, 362, 4, 734, 28_512, 32_569, 18, 4, 32_361, 26_096, 14_982, 73, 18_715, 21_433, 235_261, 15, 492, 12_427, 16, 53, 18_715, 21_433, 65_454, 15, 23_659, 563, 16, 278, 597, 2_843, 595, 7_931, 182_396, 64_186, 22, 886, 595, 132_981, 53, 25_540, 3_449, 43_982, 39_901, 5_951, 878, 330, 4, 27_694, 80_269, 312, 53, 6_517, 11_780, 611, 20_408, 5], [2, 6, 132_597, 67, 42_897, 33, 592, 8, 163_729, 25_540, 361, 136_997, 109_514, 173_230, 7, 501, 60, 102_913, 196, 5_631, 235, 63_243, 473, 6, 231_757, 74, 5_277, 7_905, 53, 3_095, 37_317, 22, 454, 183_874, 5], [2, 268, 31_298, 46_530, 6, 132_935, 43_831, 7, 597, 32, 24, 3_688, 9_865, 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=UpperCAmelCase_      ,	model_name="""facebook/xglm-564M"""      ,	padding=UpperCAmelCase_      ,	)





'''simple docstring'''

from __future__ import annotations

from typing import Generic, TypeVar

a_  :				List[str]						= TypeVar("""T""")





class      snake_case    (    Generic[T]			):





  """simple docstring"""




  def __init__(    self			,  UpperCamelCase     ):







   """simple docstring"""
   lowerCamelCase_      =  data
   lowerCamelCase_      =  self
   lowerCamelCase_      =  0





class      snake_case    (    Generic[T]			):





  """simple docstring"""




  def __init__(    self     ):







   """simple docstring"""
   # map from node name to the node object
   lowerCamelCase_      =  {}






  def   snake_case		(    self			,  UpperCamelCase     ):







   """simple docstring"""
   # create a new set with x as its member
   lowerCamelCase_      =  DisjointSetTreeNode(UpperCamelCase     )






  def   snake_case		(    self			,  UpperCamelCase     ):







   """simple docstring"""
   # find the set x belongs to (with path-compression)
   lowerCamelCase_      =  self.map[data]
   if elem_ref != elem_ref.parent:
    lowerCamelCase_      =  self.find_set(elem_ref.parent.data     )
   return elem_ref.parent






  def   snake_case		(    self			,  UpperCamelCase			,  UpperCamelCase     ):







   """simple docstring"""
   # helper function for union operation
   if nodea.rank > nodea.rank:
    lowerCamelCase_      =  nodea
   else:
    lowerCamelCase_      =  nodea
    if nodea.rank == nodea.rank:
     nodea.rank += 1







  def   snake_case		(    self			,  UpperCamelCase			,  UpperCamelCase     ):







   """simple docstring"""
   # merge 2 disjoint sets
   self.link(self.find_set(UpperCamelCase     )			,  self.find_set(UpperCamelCase     )     )





class      snake_case    (    Generic[T]			):





  """simple docstring"""




  def __init__(    self     ):







   """simple docstring"""
   # connections: map from the node to the neighbouring nodes (with weights)
   lowerCamelCase_      =  {}






  def   snake_case		(    self			,  UpperCamelCase     ):







   """simple docstring"""
   # add a node ONLY if its not present in the graph
   if node not in self.connections:
    lowerCamelCase_      =  {}






  def   snake_case		(    self			,  UpperCamelCase			,  UpperCamelCase			,  UpperCamelCase     ):







   """simple docstring"""
   # add an edge with the given weight
   self.add_node(UpperCamelCase     )
   self.add_node(UpperCamelCase     )
   lowerCamelCase_      =  weight
   lowerCamelCase_      =  weight







  def   snake_case		(    self     ):







   """simple docstring"""
   lowerCamelCase_      =  []
   lowerCamelCase_      =  set()
   for start in self.connections:
    for end in self.connections[start]:
     if (start, end) not in seen:
      seen.add((end, start)     )
      edges.append((start, end, self.connections[start][end])     )
   edges.sort(key=lambda UpperCamelCase     : x[2]     )

   # creating the disjoint set
   lowerCamelCase_      =  DisjointSetTree[T]()
   for node in self.connections:
    disjoint_set.make_set(UpperCamelCase     )

   # MST generation
   lowerCamelCase_      =  0
   lowerCamelCase_      =  0
   lowerCamelCase_      =  GraphUndirectedWeighted[T]()
   while num_edges < len(self.connections     ) - 1:
    lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_      =  edges[index]
    index += 1
    lowerCamelCase_      =  disjoint_set.find_set(UpperCamelCase     )
    lowerCamelCase_      =  disjoint_set.find_set(UpperCamelCase     )
    if parent_u != parent_v:
     num_edges += 1
     graph.add_edge(UpperCamelCase			,  UpperCamelCase			,  UpperCamelCase     )
     disjoint_set.union(UpperCamelCase			,  UpperCamelCase     )
   return graph



