



"""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						:		Dict			= get_tests_dir("fixtures/test_sentencepiece.model")


@require_sentencepiece
@require_tokenizers
class    SCREAMING_SNAKE_CASE__ (							__UpperCAmelCase      ,  unittest.TestCase   ):
    lowercase__      =   XGLMTokenizer
    lowercase__      =   XGLMTokenizerFast
    lowercase__      =   True
    lowercase__      =   True

    def 					_UpperCAmelCase	(				self			:				Dict):







      """simple docstring"""







      super().setUp()

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

    def 					_UpperCAmelCase	(				self			:				Tuple):







      """simple docstring"""







      lowercase_								= """<pad>"""
      lowercase_								= 1

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

    def 					_UpperCAmelCase	(				self			:				Optional[int]):







      """simple docstring"""







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

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

    def 					_UpperCAmelCase	(				self			:				str):







      """simple docstring"""







      self.assertEqual(self.get_tokenizer().vocab_size ,  1_0_0_8)

    def 					_UpperCAmelCase	(				self			:				List[str]):







      """simple docstring"""







      lowercase_								= XGLMTokenizer(lowerCAmelCase_ ,  keep_accents=lowerCAmelCase_)

      lowercase_								= 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_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(
          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_								= tokenizer.convert_tokens_to_ids(lowerCAmelCase_)
      self.assertListEqual(
          lowerCAmelCase_ ,  [
              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(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 					_UpperCAmelCase	(				self			:				Optional[Any]):







      """simple docstring"""







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

    def 					_UpperCAmelCase	(				self			:				Optional[int]):







      """simple docstring"""







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

    def 					_UpperCAmelCase	(				self			:				Optional[Any]):







      """simple docstring"""







      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(lowerCAmelCase_)
      lowercase_								= rust_tokenizer.tokenize(lowerCAmelCase_)
      self.assertListEqual(lowerCAmelCase_ ,  lowerCAmelCase_)

      lowercase_								= tokenizer.encode(lowerCAmelCase_ ,  add_special_tokens=lowerCAmelCase_)
      lowercase_								= rust_tokenizer.encode(lowerCAmelCase_ ,  add_special_tokens=lowerCAmelCase_)
      self.assertListEqual(lowerCAmelCase_ ,  lowerCAmelCase_)

      lowercase_								= self.get_rust_tokenizer()
      lowercase_								= tokenizer.encode(lowerCAmelCase_)
      lowercase_								= rust_tokenizer.encode(lowerCAmelCase_)
      self.assertListEqual(lowerCAmelCase_ ,  lowerCAmelCase_)

    @slow
    def 					_UpperCAmelCase	(				self			:				Tuple):







      """simple docstring"""







      lowercase_								= """Hello World!"""
      lowercase_								= [2, 3_1_2_2_7, 4_4_4_7, 3_5]

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

    @slow
    def 					_UpperCAmelCase	(				self			:				str):







      """simple docstring"""







      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(lowerCAmelCase_ ,  self.big_tokenizer.encode(lowerCAmelCase_))




    @slow
    def 					_UpperCAmelCase	(				self			:				Dict):







      """simple docstring"""







      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=lowerCAmelCase_ ,  model_name="""facebook/xglm-564M""" ,  padding=lowerCAmelCase_ ,  )






"""simple docstring"""
import os
from collections.abc import Iterator


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase = "."							) ->						Iterator[str]:







  '''simple docstring'''


  for dir_path, dir_names, filenames in os.walk(__lowerCAmelCase							):
    lowercase_								= [d for d in dir_names if d != """scripts""" and d[0] not in """._"""]
    for filename in filenames:
      if filename == "__init__.py":
        continue
      if os.path.splitext(__lowerCAmelCase							)[1] in (".py", ".ipynb"):
        yield os.path.join(__lowerCAmelCase ,  __lowerCAmelCase							).lstrip("""./"""							)


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase							) ->						Any:







  '''simple docstring'''


  return F'''{i * "  "}*''' if i else "\n##"


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase ,  __lowerCAmelCase							) ->						str:







  '''simple docstring'''


  lowercase_								= old_path.split(os.sep							)
  for i, new_part in enumerate(new_path.split(os.sep							)							):
    if (i + 1 > len(__lowerCAmelCase							) or old_parts[i] != new_part) and new_part:
      print(F'''{md_prefix(__lowerCAmelCase							)} {new_part.replace("_" ,  " "							).title()}'''							)
  return new_path


def 			_SCREAMING_SNAKE_CASE						(__lowerCAmelCase = "."							) ->						None:







  '''simple docstring'''


  lowercase_								= """"""
  for filepath in sorted(good_file_paths(__lowerCAmelCase							)							):
    lowercase_					,    lowercase_								= os.path.split(__lowerCAmelCase							)
    if filepath != old_path:
      lowercase_								= print_path(__lowerCAmelCase ,  __lowerCAmelCase							)
    lowercase_								= (filepath.count(os.sep							) + 1) if filepath else 0
    lowercase_								= F'''{filepath}/{filename}'''.replace(""" """ ,  """%20"""							)
    lowercase_								= os.path.splitext(filename.replace("""_""" ,  """ """							).title()							)[0]
    print(F'''{md_prefix(__lowerCAmelCase							)} [{filename}]({url})'''							)


if __name__ == "__main__":
       print_directory_md(".")

