





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     ( ):
		lowerCamelCase_	:     Optional[int] 						=      10
		lowerCamelCase_	:     Dict 						=      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'						),
		    }						)
		lowerCamelCase_	:     Any 						=      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__						):
		lowerCamelCase_	:     str 						=      str(tmp_path_factory.mktemp('data'						) / 'file.arrow'						)
		dataset.map(cache_file_name=lowerCAmelCase__						)
		return filename


# FILE_CONTENT + files


_lowercase		:  str			       ="""\
    Text data.
    Second line of data."""


@pytest.fixture(scope='session'						)
def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__						):
		lowerCamelCase_	:     List[str] 						=      tmp_path_factory.mktemp('data'						) / 'file.txt'
		lowerCamelCase_	:     str 						=      FILE_CONTENT
		with open(lowerCAmelCase__							,'w'						) as f:
				f.write(lowerCAmelCase__						)
		return filename


@pytest.fixture(scope='session'						)
def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__						):
		import bza

		lowerCamelCase_	:     Union[str, Any] 						=      tmp_path_factory.mktemp('data'						) / 'file.txt.bz2'
		lowerCamelCase_	:     str 						=      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

		lowerCamelCase_	:     Tuple 						=      str(tmp_path_factory.mktemp('data'						) / 'file.txt.gz'						)
		lowerCamelCase_	:     Union[str, Any] 						=      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

				lowerCamelCase_	:     Dict 						=      tmp_path_factory.mktemp('data'						) / 'file.txt.lz4'
				lowerCamelCase_	:     Tuple 						=      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

				lowerCamelCase_	:     Dict 						=      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

		lowerCamelCase_	:     Dict 						=      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

		lowerCamelCase_	:     Union[str, Any] 						=      tmp_path_factory.mktemp('data'						) / 'file.txt.xz'
		lowerCamelCase_	:     str 						=      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

		lowerCamelCase_	:     List[Any] 						=      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

				lowerCamelCase_	:     List[Any] 						=      tmp_path_factory.mktemp('data'						) / 'file.txt.zst'
				lowerCamelCase_	:     List[Any] 						=      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__						):
		lowerCamelCase_	:     Dict 						=      tmp_path_factory.mktemp('data'						) / 'file.xml'
		lowerCamelCase_	:     Union[str, Any] 						=      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


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

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

_lowercase		:  str			       =[
    {"""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__						):
		lowerCamelCase_	:     List[str] 						=      datasets.Dataset.from_dict(lowerCAmelCase__						)
		lowerCamelCase_	:     Optional[Any] 						=      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__						):
		lowerCamelCase_	:     List[Any] 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset.sqlite'						)
		with contextlib.closing(sqlitea.connect(lowerCAmelCase__						)						) as con:
				lowerCamelCase_	:     List[Any] 						=      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__						):
		lowerCamelCase_	:     Any 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset.csv'						)
		with open(lowerCAmelCase__							,'w'							,newline=''						) as f:
				lowerCamelCase_	:     List[Any] 						=      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_	:     Dict 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset2.csv'						)
		with open(lowerCAmelCase__							,'w'							,newline=''						) as f:
				lowerCamelCase_	:     Tuple 						=      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

		lowerCamelCase_	:     Dict 						=      tmp_path_factory.mktemp('data'						) / 'dataset.csv.bz2'
		with open(lowerCAmelCase__							,'rb'						) as f:
				lowerCamelCase_	:     int 						=      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__						):
		lowerCamelCase_	:     Dict 						=      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__						):
		lowerCamelCase_	:     Union[str, Any] 						=      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__						):
		lowerCamelCase_	:     List[str] 						=      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__						):
		lowerCamelCase_	:     Optional[Any] 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset.parquet'						)
		lowerCamelCase_	:     List[str] 						=      pa.schema(
		    {
		        'col_1': pa.string(),
		        'col_2': pa.intaa(),
		        'col_3': pa.floataa(),
		    }						)
		with open(lowerCAmelCase__							,'wb'						) as f:
				lowerCamelCase_	:     List[str] 						=      pq.ParquetWriter(lowerCAmelCase__							,schema=lowerCAmelCase__						)
				lowerCamelCase_	:     str 						=      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__						):
		lowerCamelCase_	:     str 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset.json'						)
		lowerCamelCase_	:     List[Any] 						=      {'data': DATA}
		with open(lowerCAmelCase__							,'w'						) as f:
				json.dump(lowerCAmelCase__							,lowerCAmelCase__						)
		return path


@pytest.fixture(scope='session'						)
def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__						):
		lowerCamelCase_	:     List[Any] 						=      str(tmp_path_factory.mktemp('data'						) / 'dataset.json'						)
		lowerCamelCase_	:     Optional[int] 						=      {'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__						):
		lowerCamelCase_	:     Optional[int] 						=      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__						):
		lowerCamelCase_	:     int 						=      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__						):
		lowerCamelCase_	:     Any 						=      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__						):
		lowerCamelCase_	:     List[Any] 						=      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

		lowerCamelCase_	:     Dict 						=      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

		lowerCamelCase_	:     Optional[int] 						=      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__						):
		lowerCamelCase_	:     Dict 						=      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__						):
		lowerCamelCase_	:     Dict 						=      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__						):
		lowerCamelCase_	:     Dict 						=      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__						):
		lowerCamelCase_	:     List[Any] 						=      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__						):
		lowerCamelCase_	:     int 						=      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__						):
		lowerCamelCase_	:     str 						=      ['0', '1', '2', '3']
		lowerCamelCase_	:     Union[str, Any] 						=      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__						):
		lowerCamelCase_	:     Dict 						=      ['0', '1', '2', '3']
		lowerCamelCase_	:     str 						=      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__						):
		lowerCamelCase_	:     List[Any] 						=      ['0', '1', '2', '3']
		lowerCamelCase_	:     Union[str, Any] 						=      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__						):
		lowerCamelCase_	:     Optional[Any] 						=      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__						):
		lowerCamelCase_	:     str 						=      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__						):
		lowerCamelCase_	:     Union[str, Any] 						=      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__						):
		lowerCamelCase_	:     Dict 						=      '\n'.join(['First', 'Second\u2029with Unicode new line', 'Third']						)
		lowerCamelCase_	:     List[str] 						=      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__						):
		lowerCamelCase_	:     Tuple 						=      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__						):
		lowerCamelCase_	:     List[str] 						=      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







_lowercase		:  Any			       ={"""a""": ["""c""", """b"""], """b""": ["""d""", """e"""], """c""": [], """d""": [], """e""": []}
_lowercase		:  Union[str, Any]			       =["""a""", """b""", """c""", """d""", """e"""]


def 		_SCREAMING_SNAKE_CASE     ( lowerCAmelCase__							,lowerCAmelCase__							,lowerCAmelCase__						):
		lowerCamelCase_	:     int 						=      start
		# add current to visited
		visited.append(lowerCAmelCase__						)
		lowerCamelCase_	:     Optional[int] 						=      edges[current]
		for neighbor in neighbors:
				# if neighbor not in visited, visit
				if neighbor not in visited:
						lowerCamelCase_	:     Dict 						=      topological_sort(lowerCAmelCase__							,lowerCAmelCase__							,lowerCAmelCase__						)
    # if all neighbors visited add current to sort
		sort.append(lowerCAmelCase__						)
		# if all vertices haven't been visited select a new one to visit
		if len(lowerCAmelCase__						) != len(lowerCAmelCase__						):
				for vertice in vertices:
						if vertice not in visited:
								lowerCamelCase_	:     Any 						=      topological_sort(lowerCAmelCase__							,lowerCAmelCase__							,lowerCAmelCase__						)
    # return sort
		return sort


if __name__ == "__main__":
		_lowercase		:  str			       =topological_sort("""a""", [], [])
		print(sort)
