




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  snake_case(    )			->							str:





     '''simple docstring'''


     lowercase :       Optional[Any]       =			10
     lowercase :       List[str]       =			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 :       Tuple       =			datasets.Dataset.from_dict(
         {
             '''tokens''': [['''foo'''] * 5] * n,
             '''labels''': [[1] * 5] * n,
             '''answers''': [{'''answer_start''': [97], '''text''': ['''1976''']}] * 10,
             '''id''': list(range(_SCREAMING_SNAKE_CASE   )   ),
         }			,		features=_SCREAMING_SNAKE_CASE			,		)
     return dataset






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Dict:





     '''simple docstring'''


     lowercase :       Dict       =			str(tmp_path_factory.mktemp('''data'''   ) / '''file.arrow'''   )
     dataset.map(cache_file_name=_SCREAMING_SNAKE_CASE   )
     return filename


# FILE_CONTENT + files


lowerCAmelCase_						=			'\\n    Text data.\n    Second line of data.'






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							str:





     '''simple docstring'''


     lowercase :       Dict       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt"
     lowercase :       List[str]       =			FILE_CONTENT
     with open(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE   )
     return filename






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


     import bza

     lowercase :       Optional[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.bz2"
     lowercase :       str       =			bytes(_SCREAMING_SNAKE_CASE			,		'''utf-8'''   )
     with bza.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							int:





     '''simple docstring'''


     import gzip

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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


     if datasets.config.LZ4_AVAILABLE:
          import lza.frame

          lowercase :       List[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.lz4"
          lowercase :       Tuple       =			bytes(_SCREAMING_SNAKE_CASE			,		'''utf-8'''   )
          with lza.frame.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as f:
               f.write(_SCREAMING_SNAKE_CASE   )
          return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Any:





     '''simple docstring'''


     if datasets.config.PY7ZR_AVAILABLE:
          import pyazr

          lowercase :       Optional[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.7z"
          with pyazr.SevenZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as archive:
               archive.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
          return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Optional[Any]:





     '''simple docstring'''


     import tarfile

     lowercase :       List[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.tar"
     with tarfile.TarFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.add(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Any:





     '''simple docstring'''


     import lzma

     lowercase :       Optional[int]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.xz"
     lowercase :       List[Any]       =			bytes(_SCREAMING_SNAKE_CASE			,		'''utf-8'''   )
     with lzma.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Optional[Any]:





     '''simple docstring'''


     import zipfile

     lowercase :       Optional[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.zip"
     with zipfile.ZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


     if datasets.config.ZSTANDARD_AVAILABLE:
          import zstandard as zstd

          lowercase :       List[str]       =			tmp_path_factory.mktemp('''data'''   ) / "file.txt.zst"
          lowercase :       List[str]       =			bytes(_SCREAMING_SNAKE_CASE			,		'''utf-8'''   )
          with zstd.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as f:
               f.write(_SCREAMING_SNAKE_CASE   )
          return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


     lowercase :       str       =			tmp_path_factory.mktemp('''data'''   ) / "file.xml"
     lowercase :       Optional[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(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE   )
     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  snake_case(    )			->							Optional[Any]:





     '''simple docstring'''


     return DATA_DICT_OF_LISTS






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


     lowercase :       Any       =			datasets.Dataset.from_dict(_SCREAMING_SNAKE_CASE   )
     lowercase :       Optional[Any]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.arrow'''   )
     dataset.map(cache_file_name=_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Dict:





     '''simple docstring'''


     lowercase :       List[str]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.sqlite'''   )
     with contextlib.closing(sqlitea.connect(_SCREAMING_SNAKE_CASE   )   ) as con:
          lowercase :       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  snake_case(    __magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


     lowercase :       Union[str, Any]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.csv'''   )
     with open(_SCREAMING_SNAKE_CASE			,		'''w'''			,		newline=''''''   ) as f:
          lowercase :       int       =			csv.DictWriter(_SCREAMING_SNAKE_CASE			,		fieldnames=['''col_1''', '''col_2''', '''col_3''']   )
          writer.writeheader()
          for item in DATA:
               writer.writerow(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[Any]:





     '''simple docstring'''


     lowercase :       Union[str, Any]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset2.csv'''   )
     with open(_SCREAMING_SNAKE_CASE			,		'''w'''			,		newline=''''''   ) as f:
          lowercase :       Optional[Any]       =			csv.DictWriter(_SCREAMING_SNAKE_CASE			,		fieldnames=['''col_1''', '''col_2''', '''col_3''']   )
          writer.writeheader()
          for item in DATA:
               writer.writerow(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Tuple:





     '''simple docstring'''


     import bza

     lowercase :       Dict       =			tmp_path_factory.mktemp('''data'''   ) / "dataset.csv.bz2"
     with open(_SCREAMING_SNAKE_CASE			,		'''rb'''   ) as f:
          lowercase :       List[Any]       =			f.read()
     # data = bytes(FILE_CONTENT, "utf-8")
     with bza.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							Optional[int]:





     '''simple docstring'''


     lowercase :       Union[str, Any]       =			tmp_path_factory.mktemp('''data'''   ) / "dataset.csv.zip"
     with zipfile.ZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							Optional[int]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							str:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Any:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							int:





     '''simple docstring'''


     lowercase :       Optional[int]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.json'''   )
     lowercase :       Optional[Any]       =			{"data": DATA}
     with open(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          json.dump(_SCREAMING_SNAKE_CASE			,		_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							List[Any]:





     '''simple docstring'''


     lowercase :       int       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.json'''   )
     lowercase :       List[Any]       =			{"data": DATA_DICT_OF_LISTS}
     with open(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          json.dump(_SCREAMING_SNAKE_CASE			,		_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							int:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[int]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Dict:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							str:





     '''simple docstring'''


     import gzip

     lowercase :       Optional[int]       =			str(tmp_path_factory.mktemp('''data'''   ) / '''dataset.txt.gz'''   )
     with open(_SCREAMING_SNAKE_CASE			,		'''rb'''   ) as orig_file:
          with gzip.open(_SCREAMING_SNAKE_CASE			,		'''wb'''   ) as zipped_file:
               zipped_file.writelines(_SCREAMING_SNAKE_CASE   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Any:





     '''simple docstring'''


     import gzip

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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							Dict:





     '''simple docstring'''


     lowercase :       List[str]       =			tmp_path_factory.mktemp('''data'''   ) / "dataset.jsonl.zip"
     with zipfile.ZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename(_SCREAMING_SNAKE_CASE   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__			,		__magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							str:





     '''simple docstring'''


     lowercase :       Union[str, Any]       =			tmp_path_factory.mktemp('''data'''   ) / "dataset_with_dir.jsonl.zip"
     with zipfile.ZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.join('''main_dir'''			,		os.path.basename(_SCREAMING_SNAKE_CASE   )   )   )
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.join('''main_dir'''			,		os.path.basename(_SCREAMING_SNAKE_CASE   )   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__			,		__magic_name__   )			->							int:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							List[Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Optional[Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							List[str]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							Tuple:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__			,		__magic_name__   )			->							List[str]:





     '''simple docstring'''


     lowercase :       List[Any]       =			tmp_path_factory.mktemp('''data'''   ) / "dataset.ext.zip"
     with zipfile.ZipFile(_SCREAMING_SNAKE_CASE			,		'''w'''   ) as f:
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename('''unsupported.ext'''   )   )
          f.write(_SCREAMING_SNAKE_CASE			,		arcname=os.path.basename('''unsupported_2.ext'''   )   )
     return path






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    )			->							List[str]:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    )			->							Dict:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__			,		__magic_name__   )			->							Dict:





     '''simple docstring'''


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






@pytest.fixture(scope='''session'''   )
def  snake_case(    __magic_name__   )			->							Union[str, Any]:





     '''simple docstring'''


     lowercase :       Dict       =			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





import os
from collections.abc import Iterator






def  snake_case(    __magic_name__ = "."   )			->							Iterator[str]:





     '''simple docstring'''


     for dir_path, dir_names, filenames in os.walk(__magic_name__   ):
          lowercase :       Tuple       =			[d for d in dir_names if d != '''scripts''' and d[0] not in '''._''']
          for filename in filenames:
               if filename == "__init__.py":
                    continue
               if os.path.splitext(__magic_name__   )[1] in (".py", ".ipynb"):
                    yield os.path.join(__magic_name__			,		__magic_name__   ).lstrip('''./'''   )






def  snake_case(    __magic_name__   )			->							Dict:





     '''simple docstring'''


     return F"""{i * '  '}*""" if i else "\n##"






def  snake_case(    __magic_name__			,		__magic_name__   )			->							str:





     '''simple docstring'''


     lowercase :       Dict       =			old_path.split(os.sep   )
     for i, new_part in enumerate(new_path.split(os.sep   )   ):
          if (i + 1 > len(__magic_name__   ) or old_parts[i] != new_part) and new_part:
               print(F"""{md_prefix(__magic_name__   )} {new_part.replace('_'			,		' '   ).title()}"""   )
     return new_path






def  snake_case(    __magic_name__ = "."   )			->							None:





     '''simple docstring'''


     lowercase :       str       =			''''''
     for filepath in sorted(good_file_paths(__magic_name__   )   ):
          lowercase      ,	lowercase :       Optional[int]       =			os.path.split(__magic_name__   )
          if filepath != old_path:
               lowercase :       str       =			print_path(__magic_name__			,		__magic_name__   )
          lowercase :       Optional[int]       =			(filepath.count(os.sep   ) + 1) if filepath else 0
          lowercase :       Optional[Any]       =			F"""{filepath}/{filename}""".replace(''' '''			,		'''%20'''   )
          lowercase :       List[str]       =			os.path.splitext(filename.replace('''_'''			,		''' '''   ).title()   )[0]
          print(F"""{md_prefix(__magic_name__   )} [{filename}]({url})"""   )


if __name__ == "__main__":
 print_directory_md('.')