




"""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 						snake_case__       (					)			->Optional[Any]:






		"""simple docstring"""


		__lowercase				:		int												=				10
		__lowercase				:		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"				),
		    }				)
		__lowercase				:		Optional[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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		str												=				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 						snake_case__       (					_lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		str												=				tmp_path_factory.mktemp("data"				) / "file.txt"
		__lowercase				:		List[Any]												=				FILE_CONTENT
		with open(_lowerCamelCase,  "w"				) as f:
				f.write(_lowerCamelCase				)
		return filename

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->str:






		"""simple docstring"""


		import bza

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

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->Tuple:






		"""simple docstring"""


		import gzip

		__lowercase				:		List[str]												=				str(tmp_path_factory.mktemp("data"				) / "file.txt.gz"				)
		__lowercase				:		Any												=				bytes(_lowerCamelCase,  "utf-8"				)
		with gzip.open(_lowerCamelCase,  "wb"				) as f:
				f.write(_lowerCamelCase				)
		return path

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->Dict:






		"""simple docstring"""


		if datasets.config.LZ4_AVAILABLE:
				import lza.frame

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

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		if datasets.config.PY7ZR_AVAILABLE:
				import pyazr

				__lowercase				:		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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		import tarfile

		__lowercase				:		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 						snake_case__       (					_lowerCamelCase				)			->Tuple:






		"""simple docstring"""


		import lzma

		__lowercase				:		Optional[Any]												=				tmp_path_factory.mktemp("data"				) / "file.txt.xz"
		__lowercase				:		Tuple												=				bytes(_lowerCamelCase,  "utf-8"				)
		with lzma.open(_lowerCamelCase,  "wb"				) as f:
				f.write(_lowerCamelCase				)
		return path

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		import zipfile

		__lowercase				:		Dict												=				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 						snake_case__       (					_lowerCamelCase				)			->Tuple:






		"""simple docstring"""


		if datasets.config.ZSTANDARD_AVAILABLE:
				import zstandard as zstd

				__lowercase				:		Optional[int]												=				tmp_path_factory.mktemp("data"				) / "file.txt.zst"
				__lowercase				:		Tuple												=				bytes(_lowerCamelCase,  "utf-8"				)
				with zstd.open(_lowerCamelCase,  "wb"				) as f:
						f.write(_lowerCamelCase				)
				return path

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		__lowercase				:		Tuple												=				tmp_path_factory.mktemp("data"				) / "file.xml"
		__lowercase				:		int												=				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


__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   :  Dict					=      [
    {'col_1': '4', 'col_2': 4, 'col_3': 4.0},
    {'col_1': '5', 'col_2': 5, 'col_3': 5.0},
]
__A   :  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[int]					=      [
    {'col_3': 0.0, 'col_1': '0', 'col_2': 0},
    {'col_3': 1.0, 'col_1': '1', 'col_2': 1},
]

__A   :  Dict					=      [
    {'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__       (					)			->Any:






		"""simple docstring"""


		return DATA_DICT_OF_LISTS

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		Dict												=				datasets.Dataset.from_dict(_lowerCamelCase				)
		__lowercase				:		Union[str, Any]												=				str(tmp_path_factory.mktemp("data"				) / "dataset.arrow"				)
		dataset.map(cache_file_name=_lowerCamelCase				)
		return path

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->List[str]:






		"""simple docstring"""


		__lowercase				:		int												=				str(tmp_path_factory.mktemp("data"				) / "dataset.sqlite"				)
		with contextlib.closing(sqlitea.connect(_lowerCamelCase				)				) as con:
				__lowercase				:		Optional[int]												=				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__       (					_lowerCamelCase				)			->List[Any]:






		"""simple docstring"""


		__lowercase				:		List[Any]												=				str(tmp_path_factory.mktemp("data"				) / "dataset.csv"				)
		with open(_lowerCamelCase,  "w",  newline=""				) as f:
				__lowercase				:		Optional[int]												=				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 						snake_case__       (					_lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		__lowercase				:		Optional[Any]												=				str(tmp_path_factory.mktemp("data"				) / "dataset2.csv"				)
		with open(_lowerCamelCase,  "w",  newline=""				) as f:
				__lowercase				:		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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->Dict:






		"""simple docstring"""


		import bza

		__lowercase				:		Any												=				tmp_path_factory.mktemp("data"				) / "dataset.csv.bz2"
		with open(_lowerCamelCase,  "rb"				) as f:
				__lowercase				:		Tuple												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		Any												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Tuple:






		"""simple docstring"""


		__lowercase				:		Dict												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Any:






		"""simple docstring"""


		__lowercase				:		Optional[int]												=				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 						snake_case__       (					_lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		Dict												=				str(tmp_path_factory.mktemp("data"				) / "dataset.parquet"				)
		__lowercase				:		Tuple												=				pa.schema(
		    {
		        "col_1": pa.string(),
		        "col_2": pa.intaa(),
		        "col_3": pa.floataa(),
		    }				)
		with open(_lowerCamelCase,  "wb"				) as f:
				__lowercase				:		int												=				pq.ParquetWriter(_lowerCamelCase,  schema=_lowerCamelCase				)
				__lowercase				:		Any												=				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 						snake_case__       (					_lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		__lowercase				:		Any												=				str(tmp_path_factory.mktemp("data"				) / "dataset.json"				)
		__lowercase				:		Tuple												=				{"data": DATA}
		with open(_lowerCamelCase,  "w"				) as f:
				json.dump(_lowerCamelCase,  _lowerCamelCase				)
		return path

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->List[Any]:






		"""simple docstring"""


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

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		Dict												=				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 						snake_case__       (					_lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		Optional[Any]												=				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 						snake_case__       (					_lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		Optional[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 						snake_case__       (					_lowerCamelCase				)			->List[str]:






		"""simple docstring"""


		__lowercase				:		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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		import gzip

		__lowercase				:		str												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		import gzip

		__lowercase				:		Any												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		List[Any]												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		__lowercase				:		Optional[int]												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		List[Any]												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->int:






		"""simple docstring"""


		__lowercase				:		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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->List[Any]:






		"""simple docstring"""


		__lowercase				:		str												=				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 						snake_case__       (					_lowerCamelCase				)			->Dict:






		"""simple docstring"""


		__lowercase				:		List[Any]												=				["0", "1", "2", "3"]
		__lowercase				:		Optional[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 						snake_case__       (					_lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		str												=				["0", "1", "2", "3"]
		__lowercase				:		List[Any]												=				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 						snake_case__       (					_lowerCamelCase				)			->Any:






		"""simple docstring"""


		__lowercase				:		str												=				["0", "1", "2", "3"]
		__lowercase				:		List[str]												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->str:






		"""simple docstring"""


		__lowercase				:		Union[str, 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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Tuple:






		"""simple docstring"""


		__lowercase				:		Any												=				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 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase,  _lowerCamelCase				)			->Optional[int]:






		"""simple docstring"""


		__lowercase				:		Optional[int]												=				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 						snake_case__       (					_lowerCamelCase				)			->int:






		"""simple docstring"""


		__lowercase				:		List[Any]												=				"\n".join(["First", "Second\u2029with Unicode new line", "Third"]				)
		__lowercase				:		Optional[Any]												=				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 						snake_case__       (					)			->Union[str, Any]:






		"""simple docstring"""


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

@pytest.fixture(scope="session"				)
def 						snake_case__       (					)			->Optional[Any]:






		"""simple docstring"""


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

@pytest.fixture(scope="session"				)
def 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->Union[str, Any]:






		"""simple docstring"""


		__lowercase				:		Optional[Any]												=				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 						snake_case__       (					_lowerCamelCase				)			->int:






		"""simple docstring"""


		__lowercase				:		Optional[Any]												=				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"""







import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate

def 						snake_case__       (					_lowerCamelCase				)			->Dict:






		"""simple docstring"""


		return x + 2





class       lowerCAmelCase__       (			unittest.TestCase    ):


				"""simple docstring"""





				def       snake_case    (     self					:	List[str]						):
						__lowercase				:		List[Any]												=				"x = 3"
						__lowercase				:		Optional[int]												=				{}
						__lowercase				:		List[Any]												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						assert result == 3
						self.assertDictEqual(lowercase__    ,   {"x": 3}						)

						__lowercase				:		Optional[int]												=				"x = y"
						__lowercase				:		Union[str, Any]												=				{"y": 5}
						__lowercase				:		str												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						# evaluate returns the value of the last assignment.
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 5, "y": 5}						)



				def       snake_case    (     self					:	Dict						):
						__lowercase				:		Dict												=				"y = add_two(x)"
						__lowercase				:		List[Any]												=				{"x": 3}
						__lowercase				:		Optional[int]												=				evaluate(lowercase__    ,   {"add_two": add_two}    ,   state=lowercase__						)
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 3, "y": 5}						)

						# Won't work without the tool
						with CaptureStdout() as out:
								__lowercase				:		Any												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						assert result is None
						assert "tried to execute add_two" in out.out



				def       snake_case    (     self					:	Any						):
						__lowercase				:		Optional[Any]												=				"x = 3"
						__lowercase				:		List[Any]												=				{}
						__lowercase				:		Dict												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						assert result == 3
						self.assertDictEqual(lowercase__    ,   {"x": 3}						)



				def       snake_case    (     self					:	str						):
						__lowercase				:		Optional[int]												=				"test_dict = {'x': x, 'y': add_two(x)}"
						__lowercase				:		List[str]												=				{"x": 3}
						__lowercase				:		Tuple												=				evaluate(lowercase__    ,   {"add_two": add_two}    ,   state=lowercase__						)
						self.assertDictEqual(lowercase__    ,   {"x": 3, "y": 5}						)
						self.assertDictEqual(lowercase__    ,   {"x": 3, "test_dict": {"x": 3, "y": 5}}						)



				def       snake_case    (     self					:	int						):
						__lowercase				:		Tuple												=				"x = 3\ny = 5"
						__lowercase				:		Optional[Any]												=				{}
						__lowercase				:		List[Any]												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						# evaluate returns the value of the last assignment.
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 3, "y": 5}						)



				def       snake_case    (     self					:	Any						):
						__lowercase				:		str												=				"text = f'This is x: {x}.'"
						__lowercase				:		Any												=				{"x": 3}
						__lowercase				:		List[Any]												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						# evaluate returns the value of the last assignment.
						assert result == "This is x: 3."
						self.assertDictEqual(lowercase__    ,   {"x": 3, "text": "This is x: 3."}						)



				def       snake_case    (     self					:	str						):
						__lowercase				:		Optional[Any]												=				"if x <= 3:\n    y = 2\nelse:\n    y = 5"
						__lowercase				:		int												=				{"x": 3}
						__lowercase				:		Optional[int]												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						# evaluate returns the value of the last assignment.
						assert result == 2
						self.assertDictEqual(lowercase__    ,   {"x": 3, "y": 2}						)

						__lowercase				:		Optional[int]												=				{"x": 8}
						__lowercase				:		Union[str, Any]												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						# evaluate returns the value of the last assignment.
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 8, "y": 5}						)



				def       snake_case    (     self					:	Dict						):
						__lowercase				:		Optional[Any]												=				"test_list = [x, add_two(x)]"
						__lowercase				:		str												=				{"x": 3}
						__lowercase				:		Any												=				evaluate(lowercase__    ,   {"add_two": add_two}    ,   state=lowercase__						)
						self.assertListEqual(lowercase__    ,   [3, 5]						)
						self.assertDictEqual(lowercase__    ,   {"x": 3, "test_list": [3, 5]}						)



				def       snake_case    (     self					:	Optional[int]						):
						__lowercase				:		str												=				"y = x"
						__lowercase				:		str												=				{"x": 3}
						__lowercase				:		int												=				evaluate(lowercase__    ,   {}    ,   state=lowercase__						)
						assert result == 3
						self.assertDictEqual(lowercase__    ,   {"x": 3, "y": 3}						)



				def       snake_case    (     self					:	Optional[int]						):
						__lowercase				:		str												=				"test_list = [x, add_two(x)]\ntest_list[1]"
						__lowercase				:		Optional[Any]												=				{"x": 3}
						__lowercase				:		Any												=				evaluate(lowercase__    ,   {"add_two": add_two}    ,   state=lowercase__						)
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 3, "test_list": [3, 5]}						)

						__lowercase				:		Tuple												=				"test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"
						__lowercase				:		Union[str, Any]												=				{"x": 3}
						__lowercase				:		Tuple												=				evaluate(lowercase__    ,   {"add_two": add_two}    ,   state=lowercase__						)
						assert result == 5
						self.assertDictEqual(lowercase__    ,   {"x": 3, "test_dict": {"x": 3, "y": 5}}						)



				def       snake_case    (     self					:	Dict						):
						__lowercase				:		Dict												=				"x = 0\nfor i in range(3):\n    x = i"
						__lowercase				:		str												=				{}
						__lowercase				:		int												=				evaluate(lowercase__    ,   {"range": range}    ,   state=lowercase__						)
						assert result == 2
						self.assertDictEqual(lowercase__    ,   {"x": 2, "i": 2}						)
