



'''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   _A       (   ):



							"""simple docstring"""



							__lowercase       	=10
							__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': [97], 'text': ['1976']}] * 10,
							        'id': list(range(_lowerCAmelCase					)					),
							    }  ,   features=_lowerCAmelCase  ,   )
							return dataset



@pytest.fixture(scope='session'					)
def   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=str(tmp_path_factory.mktemp('data'					) / 'file.arrow'					)
							dataset.map(cache_file_name=_lowerCAmelCase					)
							return filename


# FILE_CONTENT + files


lowerCamelCase	 =       """\
    Text data.
    Second line of data."""



@pytest.fixture(scope='session'					)
def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=tmp_path_factory.mktemp('data'					) / 'file.xml'
							__lowercase       	=textwrap.dedent(
							    '\\n    <?xml version="1.0" encoding="UTF-8" ?>\n    <tmx version="1.4">\n      <header segtype="sentence" srclang="ca" />\n      <body>\n        <tu>\n          <tuv xml:lang="ca"><seg>Contingut 1</seg></tuv>\n          <tuv xml:lang="en"><seg>Content 1</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang="ca"><seg>Contingut 2</seg></tuv>\n          <tuv xml:lang="en"><seg>Content 2</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang="ca"><seg>Contingut 3</seg></tuv>\n          <tuv xml:lang="en"><seg>Content 3</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang="ca"><seg>Contingut 4</seg></tuv>\n          <tuv xml:lang="en"><seg>Content 4</seg></tuv>\n        </tu>\n        <tu>\n          <tuv xml:lang="ca"><seg>Contingut 5</seg></tuv>\n          <tuv xml:lang="en"><seg>Content 5</seg></tuv>\n        </tu>\n      </body>\n    </tmx>'					)
							with open(_lowerCAmelCase  ,   'w'					) as f:
														f.write(_lowerCAmelCase					)
							return filename


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

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

lowerCamelCase	 =       [
    {"""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   _A       (   ):



							"""simple docstring"""



							return DATA_DICT_OF_LISTS



@pytest.fixture(scope='session'					)
def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   ):



							"""simple docstring"""



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



@pytest.fixture(scope='session'					)
def   _A       (   ):



							"""simple docstring"""



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



@pytest.fixture(scope='session'					)
def   _A       (   _lowerCAmelCase  ,   _lowerCAmelCase					):



							"""simple docstring"""



							__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   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__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' * 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'''



# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import argparse
import os

from accelerate.utils import ComputeEnvironment

from .cluster import get_cluster_input
from .config_args import cache_dir, default_config_file, default_yaml_config_file, load_config_from_file  # noqa: F401
from .config_utils import _ask_field, _ask_options, _convert_compute_environment  # noqa: F401
from .sagemaker import get_sagemaker_input


lowerCamelCase	 =       """Launches a series of prompts to create and save a `default_config.yaml` configuration file for your training system. Should always be ran first on your machine"""



def   _A       (   ):



							"""simple docstring"""



							__lowercase       	=_ask_options(
							    'In which compute environment are you running?'  ,   ['This machine', 'AWS (Amazon SageMaker)']  ,   _convert_compute_environment  ,   )
							if compute_environment == ComputeEnvironment.AMAZON_SAGEMAKER:
														__lowercase       	=get_sagemaker_input()
							else:
														__lowercase       	=get_cluster_input()
							return config



def   _A       (   _lowerCAmelCase=None					):



							"""simple docstring"""



							if subparsers is not None:
														__lowercase       	=subparsers.add_parser('config'  ,   description=_lowerCAmelCase					)
							else:
														__lowercase       	=argparse.ArgumentParser('Accelerate config command'  ,   description=_lowerCAmelCase					)

							parser.add_argument(
							    '--config_file'  ,   default=_lowerCAmelCase  ,   help=(
							        'The path to use to store the config file. Will default to a file named default_config.yaml in the cache '
							        'location, which is the content of the environment `HF_HOME` suffixed with \'accelerate\', or if you don\'t have '
							        'such an environment variable, your cache directory (\'~/.cache\' or the content of `XDG_CACHE_HOME`) suffixed '
							        'with \'huggingface\'.'
							    )  ,   )

							if subparsers is not None:
														parser.set_defaults(func=_lowerCAmelCase					)
							return parser



def   _A       (   _lowerCAmelCase					):



							"""simple docstring"""



							__lowercase       	=get_user_input()
							if args.config_file is not None:
														__lowercase       	=args.config_file
							else:
														if not os.path.isdir(_lowerCAmelCase					):
																					os.makedirs(_lowerCAmelCase					)
														__lowercase       	=default_yaml_config_file

							if config_file.endswith('.json'					):
														config.to_json_file(_lowerCAmelCase					)
							else:
														config.to_yaml_file(_lowerCAmelCase					)
							print(f"""accelerate configuration saved at {config_file}"""					)



def   _A       (   ):



							"""simple docstring"""



							__lowercase       	=config_command_parser()
							__lowercase       	=parser.parse_args()
							config_command(_lowerCAmelCase					)


if __name__ == "__main__":
		main()



