





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[str]:






		"""simple docstring"""

		A__        =   1_0
		A__        =   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"""    ),
		    }    )
		A__        =   datasets.Dataset.from_dict(
		    {
		        """tokens""": [["""foo"""] * 5] * n,
		        """labels""": [[1] * 5] * n,
		        """answers""": [{"""answer_start""": [9_7], """text""": ["""1976"""]}] * 1_0,
		        """id""": list(range(__a    )    ),
		    }    ,     features=__a    ,     )
		return dataset







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    ,     __a   :Tuple    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """file.arrow"""    )
		dataset.map(cache_file_name=__a    )
		return filename


# FILE_CONTENT + files


A    :					Union[str, Any] =      '''\
    Text data.
    Second line of data.'''







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Union[str, Any]    )		->				List[Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.txt"""
		A__        =   FILE_CONTENT
		with open(__a    ,     """w"""    ) as f:
				f.write(__a    )
		return filename







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    )		->				Dict:






		"""simple docstring"""

		import bza

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.txt.bz2"""
		A__        =   bytes(__a    ,     """utf-8"""    )
		with bza.open(__a    ,     """wb"""    ) as f:
				f.write(__a    )
		return path







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






		"""simple docstring"""

		import gzip

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """file.txt.gz"""    )
		A__        =   bytes(__a    ,     """utf-8"""    )
		with gzip.open(__a    ,     """wb"""    ) as f:
				f.write(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :str    )		->				str:






		"""simple docstring"""

		if datasets.config.LZ4_AVAILABLE:
				import lza.frame

				A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.txt.lz4"""
				A__        =   bytes(__a    ,     """utf-8"""    )
				with lza.frame.open(__a    ,     """wb"""    ) as f:
						f.write(__a    )
				return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    ,     __a   :Dict    )		->				Optional[Any]:






		"""simple docstring"""

		if datasets.config.PY7ZR_AVAILABLE:
				import pyazr

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







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    ,     __a   :Optional[int]    )		->				Union[str, Any]:






		"""simple docstring"""

		import tarfile

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







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Union[str, Any]    )		->				Union[str, Any]:






		"""simple docstring"""

		import lzma

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.txt.xz"""
		A__        =   bytes(__a    ,     """utf-8"""    )
		with lzma.open(__a    ,     """wb"""    ) as f:
				f.write(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[str]    ,     __a   :Optional[Any]    )		->				Optional[int]:






		"""simple docstring"""

		import zipfile

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







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    )		->				int:






		"""simple docstring"""

		if datasets.config.ZSTANDARD_AVAILABLE:
				import zstandard as zstd

				A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.txt.zst"""
				A__        =   bytes(__a    ,     """utf-8"""    )
				with zstd.open(__a    ,     """wb"""    ) as f:
						f.write(__a    )
				return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    )		->				int:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """file.xml"""
		A__        =   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(__a    ,     """w"""    ) as f:
				f.write(__a    )
		return filename


A    :					Tuple =      [
    {'''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    :					Optional[int] =      [
    {'''col_1''': '''4''', '''col_2''': 4, '''col_3''': 4.0},
    {'''col_1''': '''5''', '''col_2''': 5, '''col_3''': 5.0},
]
A    :					Tuple =      {
    '''col_1''': ['''0''', '''1''', '''2''', '''3'''],
    '''col_2''': [0, 1, 2, 3],
    '''col_3''': [0.0, 1.0, 2.0, 3.0],
}

A    :					Optional[Any] =      [
    {'''col_3''': 0.0, '''col_1''': '''0''', '''col_2''': 0},
    {'''col_3''': 1.0, '''col_1''': '''1''', '''col_2''': 1},
]

A    :					Tuple =      [
    {'''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					(							)		->				Tuple:






		"""simple docstring"""

		return DATA_DICT_OF_LISTS







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Any    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   datasets.Dataset.from_dict(__a    )
		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.arrow"""    )
		dataset.map(cache_file_name=__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Dict    )		->				Dict:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.sqlite"""    )
		with contextlib.closing(sqlitea.connect(__a    )    ) as con:
				A__        =   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					(							__a   :List[Any]    )		->				Optional[int]:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.csv"""    )
		with open(__a    ,     """w"""    ,     newline=""""""    ) as f:
				A__        =   csv.DictWriter(__a    ,     fieldnames=["""col_1""", """col_2""", """col_3"""]    )
				writer.writeheader()
				for item in DATA:
						writer.writerow(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    )		->				Optional[int]:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset2.csv"""    )
		with open(__a    ,     """w"""    ,     newline=""""""    ) as f:
				A__        =   csv.DictWriter(__a    ,     fieldnames=["""col_1""", """col_2""", """col_3"""]    )
				writer.writeheader()
				for item in DATA:
						writer.writerow(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[int]    ,     __a   :Dict    )		->				Any:






		"""simple docstring"""

		import bza

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.csv.bz2"""
		with open(__a    ,     """rb"""    ) as f:
				A__        =   f.read()
		# data = bytes(FILE_CONTENT, "utf-8")
		with bza.open(__a    ,     """wb"""    ) as f:
				f.write(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    ,     __a   :int    ,     __a   :List[str]    )		->				List[str]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.csv.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Union[str, Any]    ,     __a   :Optional[Any]    ,     __a   :Any    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.csv.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename(csv_path.replace(""".csv"""    ,     """.CSV"""    )    )    )
				f.write(__a    ,     arcname=os.path.basename(csva_path.replace(""".csv"""    ,     """.CSV"""    )    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Dict    ,     __a   :List[Any]    ,     __a   :Optional[int]    )		->				int:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset_with_dir.csv.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
		return path







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






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.parquet"""    )
		A__        =   pa.schema(
		    {
		        """col_1""": pa.string(),
		        """col_2""": pa.intaa(),
		        """col_3""": pa.floataa(),
		    }    )
		with open(__a    ,     """wb"""    ) as f:
				A__        =   pq.ParquetWriter(__a    ,     schema=__a    )
				A__        =   pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(__a    )    )] for k in DATA[0]}    ,     schema=__a    )
				writer.write_table(__a    )
				writer.close()
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Any    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.json"""    )
		A__        =   {"""data""": DATA}
		with open(__a    ,     """w"""    ) as f:
				json.dump(__a    ,     __a    )
		return path







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






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.json"""    )
		A__        =   {"""data""": DATA_DICT_OF_LISTS}
		with open(__a    ,     """w"""    ) as f:
				json.dump(__a    ,     __a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[int]    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.jsonl"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in DATA:
						f.write(json.dumps(__a    ) + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    )		->				Tuple:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset2.jsonl"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in DATA:
						f.write(json.dumps(__a    ) + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    )		->				Dict:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset_312.jsonl"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in DATA_312:
						f.write(json.dumps(__a    ) + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    )		->				Tuple:






		"""simple docstring"""

		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset-str.jsonl"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in DATA_STR:
						f.write(json.dumps(__a    ) + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    ,     __a   :str    )		->				Optional[Any]:






		"""simple docstring"""

		import gzip

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







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






		"""simple docstring"""

		import gzip

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







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Any    ,     __a   :Dict    ,     __a   :int    )		->				Optional[Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.jsonl.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    ,     __a   :List[Any]    ,     __a   :Any    ,     __a   :str    )		->				Dict:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset_nested.jsonl.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.join("""nested"""    ,     os.path.basename(__a    )    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :int    ,     __a   :Tuple    ,     __a   :str    )		->				Any:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset_with_dir.jsonl.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    ,     __a   :Optional[int]    ,     __a   :Tuple    )		->				List[Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.jsonl.tar"""
		with tarfile.TarFile(__a    ,     """w"""    ) as f:
				f.add(__a    ,     arcname=os.path.basename(__a    )    )
				f.add(__a    ,     arcname=os.path.basename(__a    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :str    ,     __a   :Dict    ,     __a   :str    ,     __a   :Union[str, Any]    )		->				Optional[Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset_nested.jsonl.tar"""
		with tarfile.TarFile(__a    ,     """w"""    ) as f:
				f.add(__a    ,     arcname=os.path.join("""nested"""    ,     os.path.basename(__a    )    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Union[str, Any]    )		->				Optional[int]:






		"""simple docstring"""

		A__        =   ["""0""", """1""", """2""", """3"""]
		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset.txt"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in data:
						f.write(item + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    )		->				Tuple:






		"""simple docstring"""

		A__        =   ["""0""", """1""", """2""", """3"""]
		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset2.txt"""    )
		with open(__a    ,     """w"""    ) as f:
				for item in data:
						f.write(item + """\n"""    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Optional[Any]    )		->				int:






		"""simple docstring"""

		A__        =   ["""0""", """1""", """2""", """3"""]
		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.abc"""
		with open(__a    ,     """w"""    ) as f:
				for item in data:
						f.write(item + """\n"""    )
		return path







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






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.text.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Any    ,     __a   :str    ,     __a   :int    )		->				int:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset_with_dir.text.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
				f.write(__a    ,     arcname=os.path.join("""main_dir"""    ,     os.path.basename(__a    )    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    ,     __a   :Any    ,     __a   :Dict    )		->				List[Any]:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.ext.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename("""unsupported.ext"""    )    )
				f.write(__a    ,     arcname=os.path.basename("""unsupported_2.ext"""    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :List[Any]    )		->				Union[str, Any]:






		"""simple docstring"""

		A__        =   """\n""".join(["""First""", """Second\u2029with Unicode new line""", """Third"""]    )
		A__        =   str(tmp_path_factory.mktemp("""data"""    ) / """dataset_with_unicode_new_lines.txt"""    )
		with open(__a    ,     """w"""    ,     encoding="""utf-8"""    ) as f:
				f.write(__a    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							)		->				Tuple:






		"""simple docstring"""

		return os.path.join("""tests"""    ,     """features"""    ,     """data"""    ,     """test_image_rgb.jpg"""    )







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							)		->				Dict:






		"""simple docstring"""

		return os.path.join("""tests"""    ,     """features"""    ,     """data"""    ,     """test_audio_44100.wav"""    )







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Tuple    ,     __a   :int    )		->				Tuple:






		"""simple docstring"""

		A__        =   tmp_path_factory.mktemp("""data"""    ) / """dataset.img.zip"""
		with zipfile.ZipFile(__a    ,     """w"""    ) as f:
				f.write(__a    ,     arcname=os.path.basename(__a    )    )
				f.write(__a    ,     arcname=os.path.basename(__a    ).replace(""".jpg"""    ,     """2.jpg"""    )    )
		return path







@pytest.fixture(scope="""session"""    )
def    __lowerCamelCase					(							__a   :Dict    )		->				Dict:






		"""simple docstring"""

		A__        =   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










import argparse
from collections import defaultdict

import yaml


A    :					str =      '''docs/source/en/_toctree.yml'''







def    __lowerCamelCase					(							__a   :str    )		->				List[Any]:






		"""simple docstring"""

		A__        =   defaultdict(__a    )
		A__        =   []
		A__        =   []
		for doc in doc_list:
				if "local" in doc:
						counts[doc["local"]] += 1

				if doc["title"].lower() == "overview":
						overview_doc.append({"""local""": doc["""local"""], """title""": doc["""title"""]}    )
				else:
						new_doc_list.append(__a    )

		A__        =   new_doc_list
		A__        =   [key for key, value in counts.items() if value > 1]

		A__        =   []
		for duplicate_key in duplicates:
				A__        =   list({doc["""title"""] for doc in doc_list if doc["""local"""] == duplicate_key}    )
				if len(__a    ) > 1:
						raise ValueError(
						    F'{duplicate_key} is present several times in the documentation table of content at '
						    """`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the """
						    """others."""    )
				# Only add this once
				new_doc.append({"""local""": duplicate_key, """title""": titles[0]}    )

		# Add none duplicate-keys
		new_doc.extend([doc for doc in doc_list if """local""" not in counts or counts[doc["""local"""]] == 1]    )
		A__        =   sorted(__a    ,     key=lambda __a    : s["title"].lower()    )

		# "overview" gets special treatment and is always first
		if len(__a    ) > 1:
				raise ValueError("""{doc_list} has two 'overview' docs which is not allowed."""    )

		overview_doc.extend(__a    )

		# Sort
		return overview_doc







def    __lowerCamelCase					(							__a   :Any=False    )		->				List[str]:






		"""simple docstring"""

		with open(__a    ,     encoding="""utf-8"""    ) as f:
				A__        =   yaml.safe_load(f.read()    )

		# Get to the API doc
		A__        =   0
		while content[api_idx]["title"] != "API":
				api_idx += 1
		A__        =   content[api_idx]["""sections"""]

		# Then to the model doc
		A__        =   0
		while api_doc[scheduler_idx]["title"] != "Schedulers":
				scheduler_idx += 1

		A__        =   api_doc[scheduler_idx]["""sections"""]
		A__        =   clean_doc_toc(__a    )

		A__        =   False
		if new_scheduler_doc != scheduler_doc:
				A__        =   True
				if overwrite:
						A__        =   new_scheduler_doc

		if diff:
				if overwrite:
						A__        =   api_doc
						with open(__a    ,     """w"""    ,     encoding="""utf-8"""    ) as f:
								f.write(yaml.dump(__a    ,     allow_unicode=__a    )    )
				else:
						raise ValueError(
						    """The model doc part of the table of content is not properly sorted, run `make style` to fix this."""    )







def    __lowerCamelCase					(							__a   :Optional[int]=False    )		->				Dict:






		"""simple docstring"""

		with open(__a    ,     encoding="""utf-8"""    ) as f:
				A__        =   yaml.safe_load(f.read()    )

		# Get to the API doc
		A__        =   0
		while content[api_idx]["title"] != "API":
				api_idx += 1
		A__        =   content[api_idx]["""sections"""]

		# Then to the model doc
		A__        =   0
		while api_doc[pipeline_idx]["title"] != "Pipelines":
				pipeline_idx += 1

		A__        =   False
		A__        =   api_doc[pipeline_idx]["""sections"""]
		A__        =   []

		# sort sub pipeline docs
		for pipeline_doc in pipeline_docs:
				if "section" in pipeline_doc:
						A__        =   pipeline_doc["""section"""]
						A__        =   clean_doc_toc(__a    )
						if overwrite:
								A__        =   new_sub_pipeline_doc
				new_pipeline_docs.append(__a    )

		# sort overall pipeline doc
		A__        =   clean_doc_toc(__a    )

		if new_pipeline_docs != pipeline_docs:
				A__        =   True
				if overwrite:
						A__        =   new_pipeline_docs

		if diff:
				if overwrite:
						A__        =   api_doc
						with open(__a    ,     """w"""    ,     encoding="""utf-8"""    ) as f:
								f.write(yaml.dump(__a    ,     allow_unicode=__a    )    )
				else:
						raise ValueError(
						    """The model doc part of the table of content is not properly sorted, run `make style` to fix this."""    )


if __name__ == "__main__":
					A    :					Tuple =      argparse.ArgumentParser()
					parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
					A    :					Optional[Any] =      parser.parse_args()

					check_scheduler_doc(args.fix_and_overwrite)
					check_pipeline_doc(args.fix_and_overwrite)



