


"""simple docstring"""



import os
import zipfile

import pytest

from datasets.utils.extract import (
    BzipaExtractor,
    Extractor,
    GzipExtractor,
    LzaExtractor,
    SevenZipExtractor,
    TarExtractor,
    XzExtractor,
    ZipExtractor,
    ZstdExtractor,
)

from .utils import require_lza, require_pyazr, require_zstandard







@pytest.mark.parametrize(
    "compression_format, is_archive"						,							[
        ("7z", True),
        ("bz2", False),
        ("gzip", False),
        ("lz4", False),
        ("tar", True),
        ("xz", False),
        ("zip", True),
        ("zstd", False),
    ]						,							)
def   __lowerCAmelCase						(						lowercase  :  str						,							lowercase  :  Union[str, Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  Any						,							lowercase  :  List[str]						,							lowercase  :  List[str]						,							lowercase  :  Dict						,							lowercase  :  List[Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  Dict						,							lowercase  :  Union[str, Any]						,							lowercase  :  List[str]						,							)	->						List[str]:


    """simple docstring"""





    snake_case    :      Tuple      					=    {
        "7z": (seven_zip_file, SevenZipExtractor),
        "bz2": (bza_file, BzipaExtractor),
        "gzip": (gz_file, GzipExtractor),
        "lz4": (lza_file, LzaExtractor),
        "tar": (tar_file, TarExtractor),
        "xz": (xz_file, XzExtractor),
        "zip": (zip_file, ZipExtractor),
        "zstd": (zstd_file, ZstdExtractor),
    }
    snake_case					,snake_case    :      int      					=    input_paths_and_base_extractors[compression_format]
    if input_path is None:
        snake_case    :      Optional[int]      					=    F'for \'{compression_format}\' compression_format, '
        if compression_format == "7z":
            reason += require_pyazr.kwargs["reason"]
        elif compression_format == "lz4":
            reason += require_lza.kwargs["reason"]
        elif compression_format == "zstd":
            reason += require_zstandard.kwargs["reason"]
        pytest.skip(lowercase )
    assert base_extractor.is_extractable(lowercase )
    snake_case    :      str      					=    tmp_path / ("extracted" if is_archive else "extracted.txt")
    base_extractor.extract(lowercase						,							lowercase )
    if is_archive:
        assert output_path.is_dir()
        for file_path in output_path.iterdir():
            assert file_path.name == text_file.name
            snake_case    :      int      					=    file_path.read_text(encoding="utf-8" )
    else:
        snake_case    :      List[Any]      					=    output_path.read_text(encoding="utf-8" )
    snake_case    :      int      					=    text_file.read_text(encoding="utf-8" )
    assert extracted_file_content == expected_file_content







@pytest.mark.parametrize(
    "compression_format, is_archive"						,							[
        ("7z", True),
        ("bz2", False),
        ("gzip", False),
        ("lz4", False),
        ("tar", True),
        ("xz", False),
        ("zip", True),
        ("zstd", False),
    ]						,							)
def   __lowerCAmelCase						(						lowercase  :  Optional[int]						,							lowercase  :  Tuple						,							lowercase  :  List[str]						,							lowercase  :  Optional[Any]						,							lowercase  :  Optional[int]						,							lowercase  :  List[Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  List[str]						,							lowercase  :  Optional[int]						,							lowercase  :  int						,							lowercase  :  Any						,							)	->						Tuple:


    """simple docstring"""





    snake_case    :      Any      					=    {
        "7z": seven_zip_file,
        "bz2": bza_file,
        "gzip": gz_file,
        "lz4": lza_file,
        "tar": tar_file,
        "xz": xz_file,
        "zip": zip_file,
        "zstd": zstd_file,
    }
    snake_case    :      int      					=    input_paths[compression_format]
    if input_path is None:
        snake_case    :      Dict      					=    F'for \'{compression_format}\' compression_format, '
        if compression_format == "7z":
            reason += require_pyazr.kwargs["reason"]
        elif compression_format == "lz4":
            reason += require_lza.kwargs["reason"]
        elif compression_format == "zstd":
            reason += require_zstandard.kwargs["reason"]
        pytest.skip(lowercase )
    snake_case    :      str      					=    Extractor.infer_extractor_format(lowercase )
    assert extractor_format is not None
    snake_case    :      Dict      					=    tmp_path / ("extracted" if is_archive else "extracted.txt")
    Extractor.extract(lowercase						,							lowercase						,							lowercase )
    if is_archive:
        assert output_path.is_dir()
        for file_path in output_path.iterdir():
            assert file_path.name == text_file.name
            snake_case    :      Dict      					=    file_path.read_text(encoding="utf-8" )
    else:
        snake_case    :      int      					=    output_path.read_text(encoding="utf-8" )
    snake_case    :      str      					=    text_file.read_text(encoding="utf-8" )
    assert extracted_file_content == expected_file_content







@pytest.fixture
def   __lowerCAmelCase						(						lowercase  :  Tuple						,							lowercase  :  List[str] )	->						List[str]:


    """simple docstring"""





    import tarfile

    snake_case    :      Optional[Any]      					=    tmp_path / "data_dot_dot"
    directory.mkdir()
    snake_case    :      Optional[int]      					=    directory / "tar_file_with_dot_dot.tar"
    with tarfile.TarFile(lowercase						,							"w" ) as f:
        f.add(lowercase						,							arcname=os.path.join(".."						,							text_file.name ) )
    return path







@pytest.fixture
def   __lowerCAmelCase						(						lowercase  :  Union[str, Any] )	->						Tuple:


    """simple docstring"""





    import tarfile

    snake_case    :      Dict      					=    tmp_path / "data_sym_link"
    directory.mkdir()
    snake_case    :      int      					=    directory / "tar_file_with_sym_link.tar"
    os.symlink(".."						,							directory / "subdir"						,							target_is_directory=lowercase )
    with tarfile.TarFile(lowercase						,							"w" ) as f:
        f.add(str(directory / "subdir" )						,							arcname="subdir" )  # str required by os.readlink on Windows and Python < 3.8
    return path







@pytest.mark.parametrize(
    "insecure_tar_file, error_log"						,							[("tar_file_with_dot_dot", "illegal path"), ("tar_file_with_sym_link", "Symlink")]						,							)
def   __lowerCAmelCase						(						lowercase  :  Optional[Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  Union[str, Any]						,							lowercase  :  List[Any]						,							lowercase  :  Dict						,							lowercase  :  Tuple )	->						Union[str, Any]:


    """simple docstring"""





    snake_case    :      Union[str, Any]      					=    {
        "tar_file_with_dot_dot": tar_file_with_dot_dot,
        "tar_file_with_sym_link": tar_file_with_sym_link,
    }
    snake_case    :      str      					=    insecure_tar_files[insecure_tar_file]
    snake_case    :      Union[str, Any]      					=    tmp_path / "extracted"
    TarExtractor.extract(lowercase						,							lowercase )
    assert caplog.text
    for record in caplog.records:
        assert record.levelname == "ERROR"
        assert error_log in record.msg







def   __lowerCAmelCase						(						lowercase  :  List[Any] )	->						Union[str, Any]:


    """simple docstring"""





    snake_case    :      Optional[Any]      					=    tmpdir / "not_a_zip_file"
    # From: https://github.com/python/cpython/pull/5053
    snake_case    :      Dict      					=    (
        b"\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR\x00\x00\x00\x01\x00\x00"
        b"\x00\x02\x08\x06\x00\x00\x00\x99\x81\xb6'\x00\x00\x00\x15I"
        b"DATx\x01\x01\n\x00\xf5\xff\x00PK\x05\x06\x00PK\x06\x06\x07"
        b"\xac\x01N\xc6|a\r\x00\x00\x00\x00IEND\xaeB`\x82"
    )
    with not_a_zip_file.open("wb" ) as f:
        f.write(lowercase )
    assert zipfile.is_zipfile(str(lowercase ) )  # is a false positive for `zipfile`
    assert not ZipExtractor.is_extractable(lowercase )  # but we're right









"""simple docstring"""



import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging


if is_sentencepiece_available():
  from .tokenization_rembert import RemBertTokenizer
else:
  __snake_case   			=    None

__snake_case   			=    logging.get_logger(__name__)
__snake_case   			=    {"""vocab_file""": """sentencepiece.model""", """tokenizer_file""": """tokenizer.json"""}

__snake_case   			=    {
    """vocab_file""": {
        """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/sentencepiece.model""",
    },
    """tokenizer_file""": {
        """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/tokenizer.json""",
    },
}

__snake_case   			=    {
    """google/rembert""": 256,
}

__snake_case   			=    """▁"""







class _lowerCAmelCase				(      snake_case_	):
   __UpperCAmelCase :       List[str]							  =  VOCAB_FILES_NAMES
   __UpperCAmelCase :       Union[str, Any]							  =  PRETRAINED_VOCAB_FILES_MAP
   __UpperCAmelCase :       str							  =  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
   __UpperCAmelCase :       str							  =  RemBertTokenizer







   def __init__(	self						,	UpperCamelCase__=None						,	UpperCamelCase__=None						,	UpperCamelCase__=True						,	UpperCamelCase__=True						,	UpperCamelCase__=False						,	UpperCamelCase__="[CLS]"						,	UpperCamelCase__="[SEP]"						,	UpperCamelCase__="<unk>"						,	UpperCamelCase__="[SEP]"						,	UpperCamelCase__="<pad>"						,	UpperCamelCase__="[CLS]"						,	UpperCamelCase__="[MASK]"						,	**UpperCamelCase__						,	)	->		Tuple:

       '''simple docstring'''




       snake_case    :      Dict      					=    AddedToken(UpperCamelCase__						,	lstrip=UpperCamelCase__						,	rstrip=UpperCamelCase__						) if isinstance(UpperCamelCase__						,	UpperCamelCase__						) else mask_token

       super().__init__(
           UpperCamelCase__						,	tokenizer_file=UpperCamelCase__						,	do_lower_case=UpperCamelCase__						,	remove_space=UpperCamelCase__						,	keep_accents=UpperCamelCase__						,	bos_token=UpperCamelCase__						,	eos_token=UpperCamelCase__						,	unk_token=UpperCamelCase__						,	sep_token=UpperCamelCase__						,	pad_token=UpperCamelCase__						,	cls_token=UpperCamelCase__						,	mask_token=UpperCamelCase__						,	**UpperCamelCase__						,	)

       snake_case    :      int      					=    do_lower_case
       snake_case    :      Union[str, Any]      					=    remove_space
       snake_case    :      Optional[int]      					=    keep_accents
       snake_case    :      Any      					=    vocab_file
       snake_case    :      Any      					=    False if not self.vocab_file else True







   def  lowerCamelCase		(	self						,	UpperCamelCase__						,	UpperCamelCase__ = None						)	->		List[int]:

       '''simple docstring'''




       snake_case    :      Optional[Any]      					=    [self.sep_token_id]
       snake_case    :      Optional[int]      					=    [self.cls_token_id]
       if token_ids_a is None:
           return cls + token_ids_a + sep
       return cls + token_ids_a + sep + token_ids_a + sep







   def  lowerCamelCase		(	self						,	UpperCamelCase__						,	UpperCamelCase__ = None						,	UpperCamelCase__ = False						)	->		List[int]:

       '''simple docstring'''




       if already_has_special_tokens:
           if token_ids_a is not None:
               raise ValueError(
                   "You should not supply a second sequence if the provided sequence of "
                   "ids is already formatted with special tokens for the model."						)
           return [1 if x in [self.sep_token_id, self.cls_token_id] else 0 for x in token_ids_a]

       if token_ids_a is not None:
           return [1] + ([0] * len(UpperCamelCase__						)) + [1] + ([0] * len(UpperCamelCase__						)) + [1]
       return [1] + ([0] * len(UpperCamelCase__						)) + [1]







   def  lowerCamelCase		(	self						,	UpperCamelCase__						,	UpperCamelCase__ = None						)	->		List[int]:

       '''simple docstring'''




       snake_case    :      Union[str, Any]      					=    [self.sep_token_id]
       snake_case    :      Optional[int]      					=    [self.cls_token_id]

       if token_ids_a is None:
           return len(cls + token_ids_a + sep						) * [0]
       return len(cls + token_ids_a + sep						) * [0] + len(token_ids_a + sep						) * [1]







   def  lowerCamelCase		(	self						,	UpperCamelCase__						,	UpperCamelCase__ = None						)	->		Tuple[str]:

       '''simple docstring'''




       if not os.path.isdir(UpperCamelCase__						):
           logger.error("Vocabulary path ({}) should be a directory".format(UpperCamelCase__						)						)
           return
       snake_case    :      str      					=    os.path.join(
           UpperCamelCase__						,	(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]						)

       if os.path.abspath(self.vocab_file						) != os.path.abspath(UpperCamelCase__						):
           copyfile(self.vocab_file						,	UpperCamelCase__						)

       return (out_vocab_file,)





