





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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Union[str, Any]		,       lowerCamelCase_			:  Optional[Any]				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''file.arrow'''				)
			dataset.map(cache_file_name=lowerCamelCase_				)
			return filename


# FILE_CONTENT + files


_SCREAMING_SNAKE_CASE					=    '''\
    Text data.
    Second line of data.'''




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''file.txt'''
			__lowercase										=							FILE_CONTENT
			with open(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_				)
			return filename




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Dict				):
			import bza

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]				):
			import gzip

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Dict				):
			if datasets.config.LZ4_AVAILABLE:
						import lza.frame

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  int		,       lowerCamelCase_			:  Optional[int]				):
			if datasets.config.PY7ZR_AVAILABLE:
						import pyazr

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Tuple		,       lowerCamelCase_			:  Dict				):
			import tarfile

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Any				):
			import lzma

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Any		,       lowerCamelCase_			:  Optional[int]				):
			import zipfile

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Union[str, Any]				):
			if datasets.config.ZSTANDARD_AVAILABLE:
						import zstandard as zstd

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''file.xml'''
			__lowercase										=							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(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_				)
			return filename


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

_SCREAMING_SNAKE_CASE					=    [
    {'''col_3''': 0.0, '''col_1''': '''0''', '''col_2''': 0},
    {'''col_3''': 1.0, '''col_1''': '''1''', '''col_2''': 1},
]

_SCREAMING_SNAKE_CASE					=    [
    {'''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						(				):
			return DATA_DICT_OF_LISTS




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Union[str, Any]				):
			__lowercase										=							datasets.Dataset.from_dict(lowerCamelCase_				)
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.arrow'''				)
			dataset.map(cache_file_name=lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[Any]				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.sqlite'''				)
			with contextlib.closing(sqlitea.connect(lowerCamelCase_				)				) as con:
						__lowercase										=							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						(				lowerCamelCase_			:  Tuple				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.csv'''				)
			with open(lowerCamelCase_		,       '''w'''		,       newline=''''''				) as f:
						__lowercase										=							csv.DictWriter(lowerCamelCase_		,       fieldnames=['''col_1''', '''col_2''', '''col_3''']				)
						writer.writeheader()
						for item in DATA:
									writer.writerow(lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[Any]				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset2.csv'''				)
			with open(lowerCamelCase_		,       '''w'''		,       newline=''''''				) as f:
						__lowercase										=							csv.DictWriter(lowerCamelCase_		,       fieldnames=['''col_1''', '''col_2''', '''col_3''']				)
						writer.writeheader()
						for item in DATA:
									writer.writerow(lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[str]		,       lowerCamelCase_			:  Optional[int]				):
			import bza

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Tuple		,       lowerCamelCase_			:  Any		,       lowerCamelCase_			:  int				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.csv.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  str		,       lowerCamelCase_			:  int		,       lowerCamelCase_			:  List[str]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.csv.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename(csv_path.replace('''.csv'''		,       '''.CSV'''				)				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename(csva_path.replace('''.csv'''		,       '''.CSV'''				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Tuple		,       lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  List[Any]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset_with_dir.csv.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Tuple				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.parquet'''				)
			__lowercase										=							pa.schema(
			    {
			        '''col_1''': pa.string(),
			        '''col_2''': pa.intaa(),
			        '''col_3''': pa.floataa(),
			    }				)
			with open(lowerCamelCase_		,       '''wb'''				) as f:
						__lowercase										=							pq.ParquetWriter(lowerCamelCase_		,       schema=lowerCamelCase_				)
						__lowercase										=							pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(lowerCamelCase_				)				)] for k in DATA[0]}		,       schema=lowerCamelCase_				)
						writer.write_table(lowerCamelCase_				)
						writer.close()
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  str				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.json'''				)
			__lowercase										=							{'''data''': DATA}
			with open(lowerCamelCase_		,       '''w'''				) as f:
						json.dump(lowerCamelCase_		,       lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Tuple				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.json'''				)
			__lowercase										=							{'''data''': DATA_DICT_OF_LISTS}
			with open(lowerCamelCase_		,       '''w'''				) as f:
						json.dump(lowerCamelCase_		,       lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[str]				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.jsonl'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in DATA:
									f.write(json.dumps(lowerCamelCase_				) + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  int				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset2.jsonl'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in DATA:
									f.write(json.dumps(lowerCamelCase_				) + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Any				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset_312.jsonl'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in DATA_312:
									f.write(json.dumps(lowerCamelCase_				) + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Any				):
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset-str.jsonl'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in DATA_STR:
									f.write(json.dumps(lowerCamelCase_				) + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[Any]		,       lowerCamelCase_			:  Union[str, Any]				):
			import gzip

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  Any				):
			import gzip

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




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[str]		,       lowerCamelCase_			:  List[str]		,       lowerCamelCase_			:  Any				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.jsonl.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Union[str, Any]		,       lowerCamelCase_			:  Optional[Any]		,       lowerCamelCase_			:  Dict		,       lowerCamelCase_			:  Dict				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset_nested.jsonl.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.join('''nested'''		,       os.path.basename(lowerCamelCase_				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  str		,       lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  Union[str, Any]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset_with_dir.jsonl.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[Any]		,       lowerCamelCase_			:  Any		,       lowerCamelCase_			:  Any				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.jsonl.tar'''
			with tarfile.TarFile(lowerCamelCase_		,       '''w'''				) as f:
						f.add(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
						f.add(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  str		,       lowerCamelCase_			:  List[Any]		,       lowerCamelCase_			:  Optional[Any]		,       lowerCamelCase_			:  int				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset_nested.jsonl.tar'''
			with tarfile.TarFile(lowerCamelCase_		,       '''w'''				) as f:
						f.add(lowerCamelCase_		,       arcname=os.path.join('''nested'''		,       os.path.basename(lowerCamelCase_				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[Any]				):
			__lowercase										=							['''0''', '''1''', '''2''', '''3''']
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset.txt'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in data:
									f.write(item + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[Any]				):
			__lowercase										=							['''0''', '''1''', '''2''', '''3''']
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset2.txt'''				)
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in data:
									f.write(item + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  int				):
			__lowercase										=							['''0''', '''1''', '''2''', '''3''']
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.abc'''
			with open(lowerCamelCase_		,       '''w'''				) as f:
						for item in data:
									f.write(item + '''\n'''				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Dict		,       lowerCamelCase_			:  Dict		,       lowerCamelCase_			:  Any				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.text.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  List[str]		,       lowerCamelCase_			:  int		,       lowerCamelCase_			:  int				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset_with_dir.text.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.join('''main_dir'''		,       os.path.basename(lowerCamelCase_				)				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  Optional[int]		,       lowerCamelCase_			:  int				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.ext.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename('''unsupported.ext'''				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename('''unsupported_2.ext'''				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  str				):
			__lowercase										=							'''\n'''.join(['''First''', '''Second\u2029with Unicode new line''', '''Third''']				)
			__lowercase										=							str(tmp_path_factory.mktemp('''data'''				) / '''dataset_with_unicode_new_lines.txt'''				)
			with open(lowerCamelCase_		,       '''w'''		,       encoding='''utf-8'''				) as f:
						f.write(lowerCamelCase_				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				):
			return os.path.join('''tests'''		,       '''features'''		,       '''data'''		,       '''test_image_rgb.jpg'''				)




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				):
			return os.path.join('''tests'''		,       '''features'''		,       '''data'''		,       '''test_audio_44100.wav'''				)




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  int		,       lowerCamelCase_			:  Optional[Any]				):
			__lowercase										=							tmp_path_factory.mktemp('''data'''				) / '''dataset.img.zip'''
			with zipfile.ZipFile(lowerCamelCase_		,       '''w'''				) as f:
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				)				)
						f.write(lowerCamelCase_		,       arcname=os.path.basename(lowerCamelCase_				).replace('''.jpg'''		,       '''2.jpg'''				)				)
			return path




@pytest.fixture(scope='''session'''				)
def    _lowerCAmelCase						(				lowerCamelCase_			:  Dict				):
			__lowercase										=							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'''



import math




def    _lowerCAmelCase						(				lowerCamelCase_			:  int				):
			assert isinstance(lowerCamelCase_		,       lowerCamelCase_				) and (
			    number >= 0
			), "'number' must been an int and positive"

			if 1 < number < 4:
						# 2 and 3 are primes
						return True
			elif number < 2 or not number % 2:
						# Negatives, 0, 1 and all even numbers are not primes
						return False

			__lowercase										=							range(3		,       int(math.sqrt(lowerCamelCase_				) + 1				)		,       2				)
			return not any(not number % i for i in odd_numbers				)




def    _lowerCAmelCase						(				lowerCamelCase_			:  Dict		,       lowerCamelCase_			:  Any=1		,       **lowerCamelCase_			:  Tuple				):
			__lowercase										=							factor * value
			__lowercase										=							value

			while not is_prime(lowerCamelCase_				):
						value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

			if value == first_value_val:
						return next_prime(value + 1		,       **lowerCamelCase_				)
			return value





