



'''simple docstring'''




import contextlib
import csv
import json
import os
import sqlitea
import tarfile
import textwrap
import zipfile

import pyarrow as pa
import pyarrow.parquet as pq
import pytest

import datasets
import datasets.config



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      )   ->    List[Any]:
							UpperCAmelCase  :	Dict							  =	1_0
							UpperCAmelCase  :	Union[str, Any]							  =	datasets.Features(
							    {
							        """tokens""": datasets.Sequence(datasets.Value("""string"""	)	),
							        """labels""": datasets.Sequence(datasets.ClassLabel(names=["""negative""", """positive"""]	)	),
							        """answers""": datasets.Sequence(
							            {
							                """text""": datasets.Value("""string"""	),
							                """answer_start""": datasets.Value("""int32"""	),
							            }	),
							        """id""": datasets.Value("""int64"""	),
							    }	)
							UpperCAmelCase  :	List[Any]							  =	datasets.Dataset.from_dict(
							    {
							        """tokens""": [["""foo"""] * 5] * n,
							        """labels""": [[1] * 5] * n,
							        """answers""": [{"""answer_start""": [9_7], """text""": ["""1976"""]}] * 1_0,
							        """id""": list(range(_lowercase	)	),
							    }			,       features=_lowercase			,       )
							return dataset



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    Optional[int]:
							UpperCAmelCase  :	Dict							  =	str(tmp_path_factory.mktemp("""data"""	) / """file.arrow"""	)
							dataset.map(cache_file_name=_lowercase	)
							return filename


# FILE_CONTENT + files


a     :    int      						=					"""\
    Text data.
    Second line of data."""



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							UpperCAmelCase  :	Tuple							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt"""
							UpperCAmelCase  :	int							  =	FILE_CONTENT
							with open(_lowercase			,       """w"""	) as f:
														f.write(_lowercase	)
							return filename



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    List[str]:
							import bza

							UpperCAmelCase  :	Optional[Any]							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.bz2"""
							UpperCAmelCase  :	Union[str, Any]							  =	bytes(_lowercase			,       """utf-8"""	)
							with bza.open(_lowercase			,       """wb"""	) as f:
														f.write(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							import gzip

							UpperCAmelCase  :	List[str]							  =	str(tmp_path_factory.mktemp("""data"""	) / """file.txt.gz"""	)
							UpperCAmelCase  :	Optional[int]							  =	bytes(_lowercase			,       """utf-8"""	)
							with gzip.open(_lowercase			,       """wb"""	) as f:
														f.write(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Optional[int]:
							if datasets.config.LZ4_AVAILABLE:
														import lza.frame

														UpperCAmelCase  :	Optional[Any]							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.lz4"""
														UpperCAmelCase  :	Optional[Any]							  =	bytes(_lowercase			,       """utf-8"""	)
														with lza.frame.open(_lowercase			,       """wb"""	) as f:
																					f.write(_lowercase	)
														return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    List[str]:
							if datasets.config.PY7ZR_AVAILABLE:
														import pyazr

														UpperCAmelCase  :	Tuple							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.7z"""
														with pyazr.SevenZipFile(_lowercase			,       """w"""	) as archive:
																					archive.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    str:
							import tarfile

							UpperCAmelCase  :	Any							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.tar"""
							with tarfile.TarFile(_lowercase			,       """w"""	) as f:
														f.add(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    List[str]:
							import lzma

							UpperCAmelCase  :	List[str]							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.xz"""
							UpperCAmelCase  :	int							  =	bytes(_lowercase			,       """utf-8"""	)
							with lzma.open(_lowercase			,       """wb"""	) as f:
														f.write(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    Optional[int]:
							import zipfile

							UpperCAmelCase  :	Any							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    List[str]:
							if datasets.config.ZSTANDARD_AVAILABLE:
														import zstandard as zstd

														UpperCAmelCase  :	Any							  =	tmp_path_factory.mktemp("""data"""	) / """file.txt.zst"""
														UpperCAmelCase  :	Union[str, Any]							  =	bytes(_lowercase			,       """utf-8"""	)
														with zstd.open(_lowercase			,       """wb"""	) as f:
																					f.write(_lowercase	)
														return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Union[str, Any]:
							UpperCAmelCase  :	Any							  =	tmp_path_factory.mktemp("""data"""	) / """file.xml"""
							UpperCAmelCase  :	Any							  =	textwrap.dedent(
							    """\
    <?xml version=\"1.0\" encoding=\"UTF-8\" ?>
    <tmx version=\"1.4\">
      <header segtype=\"sentence\" srclang=\"ca\" />
      <body>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 1</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 1</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 2</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 2</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 3</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 3</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 4</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 4</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 5</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 5</seg></tuv>
        </tu>
      </body>
    </tmx>"""	)
							with open(_lowercase			,       """w"""	) as f:
														f.write(_lowercase	)
							return filename


a     :    Any      						=					[
    {"""col_1""": """0""", """col_2""": 0, """col_3""": 0.0},
    {"""col_1""": """1""", """col_2""": 1, """col_3""": 1.0},
    {"""col_1""": """2""", """col_2""": 2, """col_3""": 2.0},
    {"""col_1""": """3""", """col_2""": 3, """col_3""": 3.0},
]
a     :    Dict      						=					[
    {"""col_1""": """4""", """col_2""": 4, """col_3""": 4.0},
    {"""col_1""": """5""", """col_2""": 5, """col_3""": 5.0},
]
a     :    Optional[int]      						=					{
    """col_1""": ["""0""", """1""", """2""", """3"""],
    """col_2""": [0, 1, 2, 3],
    """col_3""": [0.0, 1.0, 2.0, 3.0],
}

a     :    int      						=					[
    {"""col_3""": 0.0, """col_1""": """0""", """col_2""": 0},
    {"""col_3""": 1.0, """col_1""": """1""", """col_2""": 1},
]

a     :    Optional[Any]      						=					[
    {"""col_1""": """s0""", """col_2""": 0, """col_3""": 0.0},
    {"""col_1""": """s1""", """col_2""": 1, """col_3""": 1.0},
    {"""col_1""": """s2""", """col_2""": 2, """col_3""": 2.0},
    {"""col_1""": """s3""", """col_2""": 3, """col_3""": 3.0},
]



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      )   ->    Any:
							return DATA_DICT_OF_LISTS



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Union[str, Any]:
							UpperCAmelCase  :	List[Any]							  =	datasets.Dataset.from_dict(_lowercase	)
							UpperCAmelCase  :	Optional[int]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.arrow"""	)
							dataset.map(cache_file_name=_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Tuple:
							UpperCAmelCase  :	List[Any]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.sqlite"""	)
							with contextlib.closing(sqlitea.connect(_lowercase	)	) as con:
														UpperCAmelCase  :	str							  =	con.cursor()
														cur.execute("""CREATE TABLE dataset(col_1 text, col_2 int, col_3 real)"""	)
														for item in DATA:
																					cur.execute("""INSERT INTO dataset(col_1, col_2, col_3) VALUES (?, ?, ?)"""			,       tuple(item.values()	)	)
														con.commit()
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Any:
							UpperCAmelCase  :	Union[str, Any]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.csv"""	)
							with open(_lowercase			,       """w"""			,       newline=""""""	) as f:
														UpperCAmelCase  :	Optional[Any]							  =	csv.DictWriter(_lowercase			,       fieldnames=["""col_1""", """col_2""", """col_3"""]	)
														writer.writeheader()
														for item in DATA:
																					writer.writerow(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Any:
							UpperCAmelCase  :	Optional[int]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset2.csv"""	)
							with open(_lowercase			,       """w"""			,       newline=""""""	) as f:
														UpperCAmelCase  :	Tuple							  =	csv.DictWriter(_lowercase			,       fieldnames=["""col_1""", """col_2""", """col_3"""]	)
														writer.writeheader()
														for item in DATA:
																					writer.writerow(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    List[str]:
							import bza

							UpperCAmelCase  :	int							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.csv.bz2"""
							with open(_lowercase			,       """rb"""	) as f:
														UpperCAmelCase  :	List[str]							  =	f.read()
							# data = bytes(FILE_CONTENT, "utf-8")
							with bza.open(_lowercase			,       """wb"""	) as f:
														f.write(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    Union[str, Any]:
							UpperCAmelCase  :	Union[str, Any]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.csv.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    List[str]:
							UpperCAmelCase  :	Union[str, Any]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.csv.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(csv_path.replace(""".csv"""			,       """.CSV"""	)	)	)
														f.write(_lowercase			,       arcname=os.path.basename(csva_path.replace(""".csv"""			,       """.CSV"""	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    List[str]:
							UpperCAmelCase  :	Dict							  =	tmp_path_factory.mktemp("""data"""	) / """dataset_with_dir.csv.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Any:
							UpperCAmelCase  :	int							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.parquet"""	)
							UpperCAmelCase  :	Union[str, Any]							  =	pa.schema(
							    {
							        """col_1""": pa.string(),
							        """col_2""": pa.intaa(),
							        """col_3""": pa.floataa(),
							    }	)
							with open(_lowercase			,       """wb"""	) as f:
														UpperCAmelCase  :	int							  =	pq.ParquetWriter(_lowercase			,       schema=_lowercase	)
														UpperCAmelCase  :	int							  =	pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(_lowercase	)	)] for k in DATA[0]}			,       schema=_lowercase	)
														writer.write_table(_lowercase	)
														writer.close()
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Dict:
							UpperCAmelCase  :	Optional[int]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.json"""	)
							UpperCAmelCase  :	Dict							  =	{"""data""": DATA}
							with open(_lowercase			,       """w"""	) as f:
														json.dump(_lowercase			,       _lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Dict:
							UpperCAmelCase  :	Dict							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.json"""	)
							UpperCAmelCase  :	Tuple							  =	{"""data""": DATA_DICT_OF_LISTS}
							with open(_lowercase			,       """w"""	) as f:
														json.dump(_lowercase			,       _lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Tuple:
							UpperCAmelCase  :	List[Any]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.jsonl"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in DATA:
																					f.write(json.dumps(_lowercase	) + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							UpperCAmelCase  :	Tuple							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset2.jsonl"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in DATA:
																					f.write(json.dumps(_lowercase	) + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							UpperCAmelCase  :	Tuple							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset_312.jsonl"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in DATA_312:
																					f.write(json.dumps(_lowercase	) + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							UpperCAmelCase  :	int							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset-str.jsonl"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in DATA_STR:
																					f.write(json.dumps(_lowercase	) + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    Any:
							import gzip

							UpperCAmelCase  :	Dict							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.txt.gz"""	)
							with open(_lowercase			,       """rb"""	) as orig_file:
														with gzip.open(_lowercase			,       """wb"""	) as zipped_file:
																					zipped_file.writelines(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    Optional[int]:
							import gzip

							UpperCAmelCase  :	str							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.jsonl.gz"""	)
							with open(_lowercase			,       """rb"""	) as orig_file:
														with gzip.open(_lowercase			,       """wb"""	) as zipped_file:
																					zipped_file.writelines(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    Dict:
							UpperCAmelCase  :	List[Any]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.jsonl.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase			,       _lowercase	)   ->    str:
							UpperCAmelCase  :	int							  =	tmp_path_factory.mktemp("""data"""	) / """dataset_nested.jsonl.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.join("""nested"""			,       os.path.basename(_lowercase	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    int:
							UpperCAmelCase  :	int							  =	tmp_path_factory.mktemp("""data"""	) / """dataset_with_dir.jsonl.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    Dict:
							UpperCAmelCase  :	List[Any]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.jsonl.tar"""
							with tarfile.TarFile(_lowercase			,       """w"""	) as f:
														f.add(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														f.add(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase			,       _lowercase	)   ->    str:
							UpperCAmelCase  :	Tuple							  =	tmp_path_factory.mktemp("""data"""	) / """dataset_nested.jsonl.tar"""
							with tarfile.TarFile(_lowercase			,       """w"""	) as f:
														f.add(_lowercase			,       arcname=os.path.join("""nested"""			,       os.path.basename(_lowercase	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Any:
							UpperCAmelCase  :	List[str]							  =	["""0""", """1""", """2""", """3"""]
							UpperCAmelCase  :	List[Any]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset.txt"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in data:
																					f.write(item + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Optional[int]:
							UpperCAmelCase  :	List[str]							  =	["""0""", """1""", """2""", """3"""]
							UpperCAmelCase  :	Optional[int]							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset2.txt"""	)
							with open(_lowercase			,       """w"""	) as f:
														for item in data:
																					f.write(item + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    int:
							UpperCAmelCase  :	Optional[int]							  =	["""0""", """1""", """2""", """3"""]
							UpperCAmelCase  :	int							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.abc"""
							with open(_lowercase			,       """w"""	) as f:
														for item in data:
																					f.write(item + """\n"""	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    Union[str, Any]:
							UpperCAmelCase  :	List[str]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.text.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    Optional[Any]:
							UpperCAmelCase  :	str							  =	tmp_path_factory.mktemp("""data"""	) / """dataset_with_dir.text.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
														f.write(_lowercase			,       arcname=os.path.join("""main_dir"""			,       os.path.basename(_lowercase	)	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase			,       _lowercase	)   ->    List[str]:
							UpperCAmelCase  :	Any							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.ext.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename("""unsupported.ext"""	)	)
														f.write(_lowercase			,       arcname=os.path.basename("""unsupported_2.ext"""	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    Optional[Any]:
							UpperCAmelCase  :	Union[str, Any]							  =	"""\n""".join(["""First""", """Second\u2029with Unicode new line""", """Third"""]	)
							UpperCAmelCase  :	Tuple							  =	str(tmp_path_factory.mktemp("""data"""	) / """dataset_with_unicode_new_lines.txt"""	)
							with open(_lowercase			,       """w"""			,       encoding="""utf-8"""	) as f:
														f.write(_lowercase	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      )   ->    List[str]:
							return os.path.join("""tests"""			,       """features"""			,       """data"""			,       """test_image_rgb.jpg"""	)



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      )   ->    Any:
							return os.path.join("""tests"""			,       """features"""			,       """data"""			,       """test_audio_44100.wav"""	)



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase			,       _lowercase	)   ->    Optional[int]:
							UpperCAmelCase  :	Optional[Any]							  =	tmp_path_factory.mktemp("""data"""	) / """dataset.img.zip"""
							with zipfile.ZipFile(_lowercase			,       """w"""	) as f:
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	)	)
														f.write(_lowercase			,       arcname=os.path.basename(_lowercase	).replace(""".jpg"""			,       """2.jpg"""	)	)
							return path



@pytest.fixture(scope="""session"""	)
def    __lowerCamelCase						(      _lowercase	)   ->    List[str]:
							UpperCAmelCase  :	Optional[int]							  =	tmp_path_factory.mktemp("""data_dir"""	)

							(data_dir / "subdir").mkdir()
							with open(data_dir / """subdir""" / """train.txt"""			,       """w"""	) as f:
														f.write("""foo\n""" * 1_0	)
							with open(data_dir / """subdir""" / """test.txt"""			,       """w"""	) as f:
														f.write("""bar\n""" * 1_0	)
							# hidden file
							with open(data_dir / """subdir""" / """.test.txt"""			,       """w"""	) as f:
														f.write("""bar\n""" * 1_0	)

							# hidden directory
							(data_dir / ".subdir").mkdir()
							with open(data_dir / """.subdir""" / """train.txt"""			,       """w"""	) as f:
														f.write("""foo\n""" * 1_0	)
							with open(data_dir / """.subdir""" / """test.txt"""			,       """w"""	) as f:
														f.write("""bar\n""" * 1_0	)

							return data_dir






'''simple docstring'''




from ...utils import is_torch_available, is_transformers_available


if is_transformers_available() and is_torch_available():
							from .pipeline_vq_diffusion import LearnedClassifierFreeSamplingEmbeddings, VQDiffusionPipeline

