






"""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        SCREAMING_SNAKE_CASE       (      ):
					a__          =  10
					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''': [97], '''text''': ['''1976''']}] * 10,
					        '''id''': list(range(lowerCamelCase_)),
					    } ,     features=lowerCamelCase_ ,     )
					return dataset





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''file.arrow''')
					dataset.map(cache_file_name=lowerCamelCase_)
					return filename


# FILE_CONTENT + files


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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  tmp_path_factory.mktemp('''data''') / '''file.txt'''
					a__          =  FILE_CONTENT
					with open(lowerCamelCase_ ,     '''w''') as f:
										f.write(lowerCamelCase_)
					return filename





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

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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					import gzip

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





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

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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					if datasets.config.PY7ZR_AVAILABLE:
										import pyazr

										a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					import tarfile

					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					import lzma

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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					import zipfile

					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					if datasets.config.ZSTANDARD_AVAILABLE:
										import zstandard as zstd

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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					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(lowerCamelCase_ ,     '''w''') as f:
										f.write(lowerCamelCase_)
					return filename


__a       :	Optional[int]             = [
    {'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       :	Optional[Any]             = {
    '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       :	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        SCREAMING_SNAKE_CASE       (      ):
					return DATA_DICT_OF_LISTS





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  datasets.Dataset.from_dict(lowerCamelCase_)
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''dataset.arrow''')
					dataset.map(cache_file_name=lowerCamelCase_)
					return path





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''dataset.sqlite''')
					with contextlib.closing(sqlitea.connect(lowerCamelCase_)) 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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''dataset.csv''')
					with open(lowerCamelCase_ ,     '''w''' ,     newline='''''') as f:
										a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''dataset2.csv''')
					with open(lowerCamelCase_ ,     '''w''' ,     newline='''''') as f:
										a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					import bza

					a__          =  tmp_path_factory.mktemp('''data''') / '''dataset.csv.bz2'''
					with open(lowerCamelCase_ ,     '''rb''') as f:
										a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					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(lowerCamelCase_ ,     '''wb''') as f:
										a__          =  pq.ParquetWriter(lowerCamelCase_ ,     schema=lowerCamelCase_)
										a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  str(tmp_path_factory.mktemp('''data''') / '''dataset.json''')
					a__          =  {'''data''': DATA}
					with open(lowerCamelCase_ ,     '''w''') as f:
										json.dump(lowerCamelCase_ ,     lowerCamelCase_)
					return path





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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					import gzip

					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					import gzip

					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  ['''0''', '''1''', '''2''', '''3''']
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  ['''0''', '''1''', '''2''', '''3''']
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					a__          =  ['''0''', '''1''', '''2''', '''3''']
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					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(lowerCamelCase_ ,     '''w''' ,     encoding='''utf-8''') as f:
										f.write(lowerCamelCase_)
					return path





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





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





@pytest.fixture(scope='''session''')
def        SCREAMING_SNAKE_CASE       (      lowerCamelCase_ ,     lowerCamelCase_):
					a__          =  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        SCREAMING_SNAKE_CASE       (      lowerCamelCase_):
					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''' * 10)
					with open(data_dir / '''subdir''' / '''test.txt''' ,     '''w''') as f:
										f.write('''bar\n''' * 10)
					# hidden file
					with open(data_dir / '''subdir''' / '''.test.txt''' ,     '''w''') as f:
										f.write('''bar\n''' * 10)

					# hidden directory
					(data_dir / ".subdir").mkdir()
					with open(data_dir / '''.subdir''' / '''train.txt''' ,     '''w''') as f:
										f.write('''foo\n''' * 10)
					with open(data_dir / '''.subdir''' / '''test.txt''' ,     '''w''') as f:
										f.write('''bar\n''' * 10)

					return data_dir










"""simple docstring"""







__a       :	List[Any]             = frozenset(
    [
        'prompt',
        'height',
        'width',
        'guidance_scale',
        'negative_prompt',
        'prompt_embeds',
        'negative_prompt_embeds',
        'cross_attention_kwargs',
    ]
)

__a       :	Union[str, Any]             = frozenset(['prompt', 'negative_prompt'])

__a       :	Any             = frozenset([])

__a       :	Union[str, Any]             = frozenset(['image'])

__a       :	Dict             = frozenset(
    [
        'image',
        'height',
        'width',
        'guidance_scale',
    ]
)

__a       :	Dict             = frozenset(['image'])

__a       :	Dict             = frozenset(
    [
        'prompt',
        'image',
        'height',
        'width',
        'guidance_scale',
        'negative_prompt',
        'prompt_embeds',
        'negative_prompt_embeds',
    ]
)

__a       :	Optional[Any]             = frozenset(['prompt', 'image', 'negative_prompt'])

__a       :	List[Any]             = frozenset(
    [
        # Text guided image variation with an image mask
        'prompt',
        'image',
        'mask_image',
        'height',
        'width',
        'guidance_scale',
        'negative_prompt',
        'prompt_embeds',
        'negative_prompt_embeds',
    ]
)

__a       :	Union[str, Any]             = frozenset(['prompt', 'image', 'mask_image', 'negative_prompt'])

__a       :	Optional[Any]             = frozenset(
    [
        # image variation with an image mask
        'image',
        'mask_image',
        'height',
        'width',
        'guidance_scale',
    ]
)

__a       :	int             = frozenset(['image', 'mask_image'])

__a       :	Tuple             = frozenset(
    [
        'example_image',
        'image',
        'mask_image',
        'height',
        'width',
        'guidance_scale',
    ]
)

__a       :	Optional[Any]             = frozenset(['example_image', 'image', 'mask_image'])

__a       :	Optional[Any]             = frozenset(['class_labels'])

__a       :	Tuple             = frozenset(['class_labels'])

__a       :	int             = frozenset(['batch_size'])

__a       :	int             = frozenset([])

__a       :	Union[str, Any]             = frozenset(['batch_size'])

__a       :	Tuple             = frozenset([])

__a       :	Dict             = frozenset(
    [
        'prompt',
        'audio_length_in_s',
        'guidance_scale',
        'negative_prompt',
        'prompt_embeds',
        'negative_prompt_embeds',
        'cross_attention_kwargs',
    ]
)

__a       :	Dict             = frozenset(['prompt', 'negative_prompt'])
__a       :	Optional[int]             = frozenset(['input_tokens'])

__a       :	str             = frozenset(['input_tokens'])


