


"""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    _lowerCamelCase   (     ):
 lowercase__       :       Optional[int]				=						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__       :       List[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    _lowerCamelCase   (     lowerCamelCase__	:							str       ,		lowerCamelCase__	:							List[str]  ):
 lowercase__       :       int				=						str(tmp_path_factory.mktemp("""data"""  ) / """file.arrow"""  )
 dataset.map(cache_file_name=lowerCamelCase__  )
 return filename


# FILE_CONTENT + files


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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Optional[Any]  ):
 lowercase__       :       Optional[Any]				=						tmp_path_factory.mktemp("""data"""  ) / """file.txt"""
 lowercase__       :       Optional[Any]				=						FILE_CONTENT
 with open(lowerCamelCase__       ,		"""w"""  ) as f:
  f.write(lowerCamelCase__  )
 return filename


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Any  ):
 import bza

 lowercase__       :       Tuple				=						tmp_path_factory.mktemp("""data"""  ) / """file.txt.bz2"""
 lowercase__       :       Union[str, Any]				=						bytes(lowerCamelCase__       ,		"""utf-8"""  )
 with bza.open(lowerCamelCase__       ,		"""wb"""  ) as f:
  f.write(lowerCamelCase__  )
 return path


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							List[Any]  ):
 import gzip

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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							List[str]  ):
 if datasets.config.LZ4_AVAILABLE:
  import lza.frame

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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							List[str]       ,		lowerCamelCase__	:							Optional[int]  ):
 if datasets.config.PY7ZR_AVAILABLE:
  import pyazr

  lowercase__       :       List[str]				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							Tuple  ):
 import tarfile

 lowercase__       :       Optional[int]				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]  ):
 import lzma

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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							int  ):
 import zipfile

 lowercase__       :       Optional[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    _lowerCamelCase   (     lowerCamelCase__	:							Dict  ):
 if datasets.config.ZSTANDARD_AVAILABLE:
  import zstandard as zstd

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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]  ):
 lowercase__       :       Dict				=						tmp_path_factory.mktemp("""data"""  ) / """file.xml"""
 lowercase__       :       Dict				=						textwrap.dedent(
     """\
    <?xml version=\"1.0\" encoding=\"UTF-8\" ?>
    <tmx version=\"1.4\">
      <header segtype=\"sentence\" srclang=\"ca\" />
      <body>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 1</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 1</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 2</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 2</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 3</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 3</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 4</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 4</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 5</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 5</seg></tuv>
        </tu>
      </body>
    </tmx>"""  )
 with open(lowerCamelCase__       ,		"""w"""  ) as f:
  f.write(lowerCamelCase__  )
 return filename


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

__snake_case    					=					[
    {'col_3': 0.0, 'col_1': '0', 'col_2': 0},
    {'col_3': 1.0, 'col_1': '1', 'col_2': 1},
]

__snake_case    					=					[
    {'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    _lowerCamelCase   (     ):
 return DATA_DICT_OF_LISTS


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]  ):
 lowercase__       :       str				=						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    _lowerCamelCase   (     lowerCamelCase__	:							str  ):
 lowercase__       :       int				=						str(tmp_path_factory.mktemp("""data"""  ) / """dataset.sqlite"""  )
 with contextlib.closing(sqlitea.connect(lowerCamelCase__  )  ) as con:
  lowercase__       :       str				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]  ):
 lowercase__       :       Any				=						str(tmp_path_factory.mktemp("""data"""  ) / """dataset.csv"""  )
 with open(lowerCamelCase__       ,		"""w"""       ,		newline=""""""  ) as f:
  lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							int  ):
 lowercase__       :       List[str]				=						str(tmp_path_factory.mktemp("""data"""  ) / """dataset2.csv"""  )
 with open(lowerCamelCase__       ,		"""w"""       ,		newline=""""""  ) as f:
  lowercase__       :       str				=						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    _lowerCamelCase   (     lowerCamelCase__	:							List[str]       ,		lowerCamelCase__	:							Optional[Any]  ):
 import bza

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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Tuple  ):
 lowercase__       :       List[str]				=						str(tmp_path_factory.mktemp("""data"""  ) / """dataset.json"""  )
 lowercase__       :       List[Any]				=						{"""data""": DATA_DICT_OF_LISTS}
 with open(lowerCamelCase__       ,		"""w"""  ) as f:
  json.dump(lowerCamelCase__       ,		lowerCamelCase__  )
 return path


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							Optional[Any]  ):
 lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							Optional[Any]  ):
 lowercase__       :       Tuple				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Tuple  ):
 lowercase__       :       Optional[int]				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Union[str, Any]  ):
 lowercase__       :       Union[str, 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    _lowerCamelCase   (     lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							Dict  ):
 import gzip

 lowercase__       :       List[Any]				=						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    _lowerCamelCase   (     lowerCamelCase__	:							str       ,		lowerCamelCase__	:							int  ):
 import gzip

 lowercase__       :       Union[str, 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    _lowerCamelCase   (     lowerCamelCase__	:							Union[str, Any]       ,		lowerCamelCase__	:							Any       ,		lowerCamelCase__	:							Optional[int]  ):
 lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							Optional[Any]       ,		lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							List[Any]  ):
 lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							List[Any]  ):
 lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							int       ,		lowerCamelCase__	:							Optional[Any]       ,		lowerCamelCase__	:							Dict  ):
 lowercase__       :       Tuple				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Any       ,		lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							Dict       ,		lowerCamelCase__	:							List[Any]  ):
 lowercase__       :       Dict				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Union[str, Any]  ):
 lowercase__       :       Tuple				=						["""0""", """1""", """2""", """3"""]
 lowercase__       :       int				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Any  ):
 lowercase__       :       List[Any]				=						["""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    _lowerCamelCase   (     lowerCamelCase__	:							Any  ):
 lowercase__       :       Tuple				=						["""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    _lowerCamelCase   (     lowerCamelCase__	:							Any       ,		lowerCamelCase__	:							Optional[int]       ,		lowerCamelCase__	:							List[Any]  ):
 lowercase__       :       Tuple				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]       ,		lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							Optional[int]  ):
 lowercase__       :       Tuple				=						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    _lowerCamelCase   (     lowerCamelCase__	:							Optional[int]       ,		lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							Union[str, Any]  ):
 lowercase__       :       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    _lowerCamelCase   (     lowerCamelCase__	:							Any  ):
 lowercase__       :       Union[str, Any]				=						"""\n""".join(["""First""", """Second\u2029with Unicode new line""", """Third"""]  )
 lowercase__       :       Union[str, 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    _lowerCamelCase   (     ):
 return os.path.join("""tests"""       ,		"""features"""       ,		"""data"""       ,		"""test_image_rgb.jpg"""  )


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


@pytest.fixture(scope="""session"""  )
def    _lowerCamelCase   (     lowerCamelCase__	:							List[Any]       ,		lowerCamelCase__	:							Tuple  ):
 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    _lowerCamelCase   (     lowerCamelCase__	:							str  ):
 lowercase__       :       Union[str, 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"""


from typing import TYPE_CHECKING

# rely on isort to merge the imports
from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


__snake_case    					=					{
    'configuration_informer': [
        'INFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP',
        'InformerConfig',
    ],
}

try:
   if not is_torch_available():
      raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
   pass
else:
   __snake_case    					=					[
       'INFORMER_PRETRAINED_MODEL_ARCHIVE_LIST',
       'InformerForPrediction',
       'InformerModel',
       'InformerPreTrainedModel',
   ]


if TYPE_CHECKING:
   from .configuration_informer import INFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP, InformerConfig

   try:
      if not is_torch_available():
         raise OptionalDependencyNotAvailable()
   except OptionalDependencyNotAvailable:
      pass
   else:
      from .modeling_informer import (
          INFORMER_PRETRAINED_MODEL_ARCHIVE_LIST,
          InformerForPrediction,
          InformerModel,
          InformerPreTrainedModel,
      )

else:
   import sys

   __snake_case    					=					_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)