

'''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


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






@require_sentencepiece
@require_tokenizers
class      lowercase_      (lowerCamelCase__							,			unittest.TestCase ):




  """simple docstring"""




  SCREAMING_SNAKE_CASE       :    Optional[int]							     =     XGLMTokenizer
  SCREAMING_SNAKE_CASE       :    int							     =     XGLMTokenizerFast
  SCREAMING_SNAKE_CASE       :    List[str]							     =     True
  SCREAMING_SNAKE_CASE       :    Tuple							     =     True






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

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






  def    SCREAMING_SNAKE_CASE ( self  :	List[Any]     ):
   __lowercase				    =					'''<pad>'''
   __lowercase				    =					1

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






  def    SCREAMING_SNAKE_CASE ( self  :	int     ):
   __lowercase				    =					list(self.get_tokenizer().get_vocab().keys()     )

   self.assertEqual(vocab_keys[0]   ,'''<s>'''     )
   self.assertEqual(vocab_keys[1]   ,'''<pad>'''     )
   self.assertEqual(len(lowercase__     )   ,1_0_0_8     )






  def    SCREAMING_SNAKE_CASE ( self  :	Optional[Any]     ):
   self.assertEqual(self.get_tokenizer().vocab_size   ,1_0_0_8     )






  def    SCREAMING_SNAKE_CASE ( self  :	Optional[Any]     ):
   __lowercase				    =					XGLMTokenizer(lowercase__   ,keep_accents=lowercase__     )

   __lowercase				    =					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_8_5, 4_6, 1_0, 1_7_0, 3_8_2]]   ,)

   __lowercase				    =					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''',
           '''.''',
       ]   ,)
   __lowercase				    =					tokenizer.convert_tokens_to_ids(lowercase__     )
   self.assertListEqual(
       lowercase__   ,[
           value + tokenizer.fairseq_offset
           for value in [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, 2, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, 2, 4]
       ]   ,)

   __lowercase				    =					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    SCREAMING_SNAKE_CASE ( self  :	int     ):
   return XGLMTokenizer.from_pretrained('''facebook/xglm-564M'''     )






  def    SCREAMING_SNAKE_CASE ( self  :	Optional[int]     ):
   with tempfile.NamedTemporaryFile() as f:
    shutil.copyfile(lowercase__   ,f.name     )
    __lowercase				    =					XGLMTokenizer(f.name   ,keep_accents=lowercase__     )
    __lowercase				    =					pickle.dumps(lowercase__     )
   pickle.loads(lowercase__     )






  def    SCREAMING_SNAKE_CASE ( self  :	List[str]     ):
   if not self.test_rust_tokenizer:
    return

   __lowercase				    =					self.get_tokenizer()
   __lowercase				    =					self.get_rust_tokenizer()

   __lowercase				    =					'''I was born in 92000, and this is falsé.'''

   __lowercase				    =					tokenizer.tokenize(lowercase__     )
   __lowercase				    =					rust_tokenizer.tokenize(lowercase__     )
   self.assertListEqual(lowercase__   ,lowercase__     )

   __lowercase				    =					tokenizer.encode(lowercase__   ,add_special_tokens=lowercase__     )
   __lowercase				    =					rust_tokenizer.encode(lowercase__   ,add_special_tokens=lowercase__     )
   self.assertListEqual(lowercase__   ,lowercase__     )

   __lowercase				    =					self.get_rust_tokenizer()
   __lowercase				    =					tokenizer.encode(lowercase__     )
   __lowercase				    =					rust_tokenizer.encode(lowercase__     )
   self.assertListEqual(lowercase__   ,lowercase__     )






  @slow
  def    SCREAMING_SNAKE_CASE ( self  :	Optional[int]     ):
   __lowercase				    =					'''Hello World!'''
   __lowercase				    =					[2, 3_1_2_2_7, 4_4_4_7, 3_5]

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






  @slow
  def    SCREAMING_SNAKE_CASE ( self  :	Any     ):
   __lowercase				    =					(
       '''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				    =					[2, 1_0_1_8, 6_7, 1_1, 1_9_8_8, 2_6_1_7, 5_6_3_1, 2_7_8, 1_1, 3_4_0_7, 4_8, 7_1_6_3_0, 2_8_0_8_5, 4, 3_2_3_4, 1_5_7, 1_3, 6, 5, 6, 4, 3_5_2_6, 7_6_8, 1_5, 6_5_9, 5_7, 2_9_8, 3_9_8_3, 8_6_4, 1_2_9, 2_1, 6, 5, 1_3_6_7_5, 3_7_7, 6_5_2, 7_5_8_0, 1_0_3_4_1, 1_5_5, 2_8_1_7, 4_2_2, 1_6_6_6, 7, 1_6_7_4, 5_3, 1_1_3, 2_0_2_2_7_7, 1_7_8_9_2, 3_3, 6_0, 8_7, 4, 3_2_3_4, 1_5_7, 6_1, 2_6_6_7, 5_2_3_7_6, 1_9, 8_8, 2_3, 7_3_5]
   # fmt: on

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






  @slow
  def    SCREAMING_SNAKE_CASE ( self  :	List[Any]     ):
   # fmt: off
   __lowercase				    =					{
       '''input_ids''': [[2, 1_0_8_8_2_5, 1_1_6_3, 1_5, 8_8_0_1_0, 4_7_3, 1_5_8_9_8, 1_5_7, 1_3_6_7_2, 1_8_5_7, 3_1_2, 8, 2_3_8_0_2_1, 1_1_6_3, 5_3, 1_3_6_7_2, 1_8_5_7, 3_1_2, 8, 5_3_2_8_3, 1_8_2_3_9_6, 8, 1_8_5_6_6, 1_6, 3_6_7_3_3, 4_1_0_1, 8, 2_3_0, 2_4_4_0_1_7, 1_2_2_5_5_3, 7, 1_5, 1_3_2_5_9_7, 4, 2_9_3, 1_2_5_1_1, 7_6_1_0, 4, 3_4_1_4, 1_3_2_5_9_7, 9, 4, 3_2_3_6_1, 3_6_2, 4, 7_3_4, 2_8_5_1_2, 3_2_5_6_9, 1_8, 4, 3_2_3_6_1, 2_6_0_9_6, 1_4_9_8_2, 7_3, 1_8_7_1_5, 2_1_4_3_3, 2_3_5_2_6_1, 1_5, 4_9_2, 1_2_4_2_7, 1_6, 5_3, 1_8_7_1_5, 2_1_4_3_3, 6_5_4_5_4, 1_5, 2_3_6_5_9, 5_6_3, 1_6, 2_7_8, 5_9_7, 2_8_4_3, 5_9_5, 7_9_3_1, 1_8_2_3_9_6, 6_4_1_8_6, 2_2, 8_8_6, 5_9_5, 1_3_2_9_8_1, 5_3, 2_5_5_4_0, 3_4_4_9, 4_3_9_8_2, 3_9_9_0_1, 5_9_5_1, 8_7_8, 3_3_0, 4, 2_7_6_9_4, 8_0_2_6_9, 3_1_2, 5_3, 6_5_1_7, 1_1_7_8_0, 6_1_1, 2_0_4_0_8, 5], [2, 6, 1_3_2_5_9_7, 6_7, 4_2_8_9_7, 3_3, 5_9_2, 8, 1_6_3_7_2_9, 2_5_5_4_0, 3_6_1, 1_3_6_9_9_7, 1_0_9_5_1_4, 1_7_3_2_3_0, 7, 5_0_1, 6_0, 1_0_2_9_1_3, 1_9_6, 5_6_3_1, 2_3_5, 6_3_2_4_3, 4_7_3, 6, 2_3_1_7_5_7, 7_4, 5_2_7_7, 7_9_0_5, 5_3, 3_0_9_5, 3_7_3_1_7, 2_2, 4_5_4, 1_8_3_8_7_4, 5], [2, 2_6_8, 3_1_2_9_8, 4_6_5_3_0, 6, 1_3_2_9_3_5, 4_3_8_3_1, 7, 5_9_7, 3_2, 2_4, 3_6_8_8, 9_8_6_5, 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__   ,)









import argparse
import importlib
from pathlib import Path


# Test all the extensions added in the setup
lowerCamelCase      :       str    =						[
    '''kernels/rwkv/wkv_cuda.cu''',
    '''kernels/rwkv/wkv_op.cpp''',
    '''kernels/deformable_detr/ms_deform_attn.h''',
    '''kernels/deformable_detr/cuda/ms_deform_im2col_cuda.cuh''',
    '''models/graphormer/algos_graphormer.pyx''',
]





def    __lowerCAmelCase   (    __snake_case							):
     # Test all the extensions added in the setup
     for file in FILES_TO_FIND:
          if not (transformers_path / file).exists():
               return False
     return True


if __name__ == "__main__":
 lowerCamelCase      :       str    =						argparse.ArgumentParser()
 parser.add_argument('''--check_lib''', action='''store_true''', help='''Whether to check the build or the actual package.''')
 lowerCamelCase      :       Dict    =						parser.parse_args()
 if args.check_lib:
  lowerCamelCase      :       Optional[int]    =						importlib.import_module('''transformers''')
  lowerCamelCase      :       str    =						Path(transformers_module.__file__).parent
 else:
  lowerCamelCase      :       List[Any]    =						Path.cwd() / '''build/lib/transformers'''
 if not test_custom_files_are_present(transformers_path):
  raise ValueError('''The built release does not contain the custom files. Fix this before going further!''')






