


'''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__      (						):







   '''simple docstring'''




   _UpperCAmelCase       :       Dict							   =1_0
   _UpperCAmelCase       :       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'							),
       }							)
   _UpperCAmelCase       :       List[str]							   =datasets.Dataset.from_dict(
       {
           'tokens': [['foo'] * 5] * n,
           'labels': [[1] * 5] * n,
           'answers': [{'answer_start': [9_7], 'text': ['1976']}] * 1_0,
           'id': list(range(__lowerCamelCase							)							),
       }	,   features=__lowerCamelCase	,   )
   return dataset





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Any	,   __lowerCamelCase	:							Union[str, Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       str							   =str(tmp_path_factory.mktemp('data'							) / 'file.arrow'							)
   dataset.map(cache_file_name=__lowerCamelCase							)
   return filename


# FILE_CONTENT + files


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





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Optional[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       Union[str, Any]							   =tmp_path_factory.mktemp('data'							) / 'file.txt'
   _UpperCAmelCase       :       Union[str, Any]							   =FILE_CONTENT
   with open(__lowerCamelCase	,   'w'							) as f:
      f.write(__lowerCamelCase							)
   return filename





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							str							):







   '''simple docstring'''




   import bza

   _UpperCAmelCase       :       int							   =tmp_path_factory.mktemp('data'							) / 'file.txt.bz2'
   _UpperCAmelCase       :       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	:							Dict							):







   '''simple docstring'''




   import gzip

   _UpperCAmelCase       :       str							   =str(tmp_path_factory.mktemp('data'							) / 'file.txt.gz'							)
   _UpperCAmelCase       :       int							   =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]							):







   '''simple docstring'''




   if datasets.config.LZ4_AVAILABLE:
      import lza.frame

      _UpperCAmelCase       :       Union[str, Any]							   =tmp_path_factory.mktemp('data'							) / 'file.txt.lz4'
      _UpperCAmelCase       :       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[Any]							):







   '''simple docstring'''




   if datasets.config.PY7ZR_AVAILABLE:
      import pyazr

      _UpperCAmelCase       :       int							   =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	:							Optional[int]	,   __lowerCamelCase	:							Union[str, Any]							):







   '''simple docstring'''




   import tarfile

   _UpperCAmelCase       :       Tuple							   =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	:							Union[str, Any]							):







   '''simple docstring'''




   import lzma

   _UpperCAmelCase       :       List[str]							   =tmp_path_factory.mktemp('data'							) / 'file.txt.xz'
   _UpperCAmelCase       :       List[Any]							   =bytes(__lowerCamelCase	,   'utf-8'							)
   with lzma.open(__lowerCamelCase	,   'wb'							) as f:
      f.write(__lowerCamelCase							)
   return path





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Dict	,   __lowerCamelCase	:							Optional[int]							):







   '''simple docstring'''




   import zipfile

   _UpperCAmelCase       :       Tuple							   =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	:							Optional[int]							):







   '''simple docstring'''




   if datasets.config.ZSTANDARD_AVAILABLE:
      import zstandard as zstd

      _UpperCAmelCase       :       Dict							   =tmp_path_factory.mktemp('data'							) / 'file.txt.zst'
      _UpperCAmelCase       :       str							   =bytes(__lowerCamelCase	,   'utf-8'							)
      with zstd.open(__lowerCamelCase	,   'wb'							) as f:
         f.write(__lowerCamelCase							)
      return path





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Dict							):







   '''simple docstring'''




   _UpperCAmelCase       :       str							   =tmp_path_factory.mktemp('data'							) / 'file.xml'
   _UpperCAmelCase       :       List[str]							   =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							= [
    {'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							= [
    {'col_1': '4', 'col_2': 4, 'col_3': 4.0},
    {'col_1': '5', 'col_2': 5, 'col_3': 5.0},
]
lowercase							= {
    'col_1': ['0', '1', '2', '3'],
    'col_2': [0, 1, 2, 3],
    'col_3': [0.0, 1.0, 2.0, 3.0],
}

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

lowercase							= [
    {'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__      (						):







   '''simple docstring'''




   return DATA_DICT_OF_LISTS





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							List[str]							):







   '''simple docstring'''




   _UpperCAmelCase       :       List[str]							   =datasets.Dataset.from_dict(__lowerCamelCase							)
   _UpperCAmelCase       :       Optional[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							):







   '''simple docstring'''




   _UpperCAmelCase       :       Tuple							   =str(tmp_path_factory.mktemp('data'							) / 'dataset.sqlite'							)
   with contextlib.closing(sqlitea.connect(__lowerCamelCase							)							) as con:
      _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							int							):







   '''simple docstring'''




   _UpperCAmelCase       :       Union[str, Any]							   =str(tmp_path_factory.mktemp('data'							) / 'dataset.csv'							)
   with open(__lowerCamelCase	,   'w'	,   newline=''							) as f:
      _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Optional[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       Tuple							   =str(tmp_path_factory.mktemp('data'							) / 'dataset2.csv'							)
   with open(__lowerCamelCase	,   'w'	,   newline=''							) as f:
      _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Any	,   __lowerCamelCase	:							Union[str, Any]							):







   '''simple docstring'''




   import bza

   _UpperCAmelCase       :       List[Any]							   =tmp_path_factory.mktemp('data'							) / 'dataset.csv.bz2'
   with open(__lowerCamelCase	,   'rb'							) as f:
      _UpperCAmelCase       :       Dict							   =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	:							List[str]	,   __lowerCamelCase	:							Optional[int]	,   __lowerCamelCase	:							List[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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	:							List[str]	,   __lowerCamelCase	:							Tuple	,   __lowerCamelCase	:							int							):







   '''simple docstring'''




   _UpperCAmelCase       :       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	:							Union[str, Any]	,   __lowerCamelCase	:							Any	,   __lowerCamelCase	:							Optional[int]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							List[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       Union[str, Any]							   =str(tmp_path_factory.mktemp('data'							) / 'dataset.parquet'							)
   _UpperCAmelCase       :       Any							   =pa.schema(
       {
           'col_1': pa.string(),
           'col_2': pa.intaa(),
           'col_3': pa.floataa(),
       }							)
   with open(__lowerCamelCase	,   'wb'							) as f:
      _UpperCAmelCase       :       Dict							   =pq.ParquetWriter(__lowerCamelCase	,   schema=__lowerCamelCase							)
      _UpperCAmelCase       :       Dict							   =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	:							Optional[int]							):







   '''simple docstring'''




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





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       str							   =str(tmp_path_factory.mktemp('data'							) / 'dataset.json'							)
   _UpperCAmelCase       :       Dict							   ={'data': DATA_DICT_OF_LISTS}
   with open(__lowerCamelCase	,   'w'							) as f:
      json.dump(__lowerCamelCase	,   __lowerCamelCase							)
   return path





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       Tuple							   =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	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       Tuple							   =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]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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	:							Any							):







   '''simple docstring'''




   import gzip

   _UpperCAmelCase       :       Optional[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	:							Union[str, Any]	,   __lowerCamelCase	:							Optional[Any]							):







   '''simple docstring'''




   import gzip

   _UpperCAmelCase       :       List[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	:							Any	,   __lowerCamelCase	:							Any	,   __lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       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	:							List[str]	,   __lowerCamelCase	:							Optional[int]	,   __lowerCamelCase	:							Optional[int]	,   __lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       str							   =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	:							List[str]	,   __lowerCamelCase	:							Optional[Any]	,   __lowerCamelCase	:							Tuple							):







   '''simple docstring'''




   _UpperCAmelCase       :       Union[str, 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	:							Tuple	,   __lowerCamelCase	:							Any	,   __lowerCamelCase	:							str							):







   '''simple docstring'''




   _UpperCAmelCase       :       int							   =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	:							List[str]	,   __lowerCamelCase	:							List[Any]	,   __lowerCamelCase	:							int	,   __lowerCamelCase	:							str							):







   '''simple docstring'''




   _UpperCAmelCase       :       Tuple							   =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	:							List[str]							):







   '''simple docstring'''




   _UpperCAmelCase       :       int							   =['0', '1', '2', '3']
   _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Any							):







   '''simple docstring'''




   _UpperCAmelCase       :       Optional[Any]							   =['0', '1', '2', '3']
   _UpperCAmelCase       :       int							   =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	:							Optional[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       str							   =['0', '1', '2', '3']
   _UpperCAmelCase       :       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	:							Union[str, Any]	,   __lowerCamelCase	:							List[str]	,   __lowerCamelCase	:							str							):







   '''simple docstring'''




   _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Any	,   __lowerCamelCase	:							Optional[Any]	,   __lowerCamelCase	:							Optional[int]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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	:							str	,   __lowerCamelCase	:							Dict	,   __lowerCamelCase	:							Any							):







   '''simple docstring'''




   _UpperCAmelCase       :       Optional[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 lowerCamelCase__      (						__lowerCamelCase	:							List[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       Dict							   ='\n'.join(['First', 'Second\u2029with Unicode new line', 'Third']							)
   _UpperCAmelCase       :       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__      (						):







   '''simple docstring'''




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





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







   '''simple docstring'''




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





@pytest.fixture(scope='session'							)
def lowerCamelCase__      (						__lowerCamelCase	:							Dict	,   __lowerCamelCase	:							List[Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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 lowerCamelCase__      (						__lowerCamelCase	:							Union[str, Any]							):







   '''simple docstring'''




   _UpperCAmelCase       :       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' * 1_0							)
   with open(data_dir / 'subdir' / 'test.txt'	,   'w'							) as f:
      f.write('bar\n' * 1_0							)
   # hidden file
   with open(data_dir / 'subdir' / '.test.txt'	,   'w'							) as f:
      f.write('bar\n' * 1_0							)

   # hidden directory
   (data_dir / ".subdir").mkdir()
   with open(data_dir / '.subdir' / 'train.txt'	,   'w'							) as f:
      f.write('foo\n' * 1_0							)
   with open(data_dir / '.subdir' / 'test.txt'	,   'w'							) as f:
      f.write('bar\n' * 1_0							)

   return data_dir





'''simple docstring'''






lowercase							=[0, 2, 4, 6, 8]
lowercase							=[1, 3, 5, 7, 9]





def lowerCamelCase__      (						__lowerCamelCase	:							int	,   __lowerCamelCase	:							int	,   __lowerCamelCase	:							list[int]	,   __lowerCamelCase	:							int							):







   '''simple docstring'''




   if remaining_length == 0:
      if digits[0] == 0 or digits[-1] == 0:
         return 0

      for i in range(length // 2 - 1	,   -1	,   -1							):
         remainder += digits[i] + digits[length - i - 1]

         if remainder % 2 == 0:
            return 0

         remainder //= 1_0

      return 1

   if remaining_length == 1:
      if remainder % 2 == 0:
         return 0

      _UpperCAmelCase       :       Union[str, Any]							   =0
      for digit in range(1_0							):
         _UpperCAmelCase       :       str							   =digit
         result += reversible_numbers(
             0	,   (remainder + 2 * digit) // 1_0	,   __lowerCamelCase	,   __lowerCamelCase							)
      return result

   _UpperCAmelCase       :       Optional[Any]							   =0
   for digita in range(1_0							):
      _UpperCAmelCase       :       Any							   =digita

      if (remainder + digita) % 2 == 0:
         _UpperCAmelCase       :       Optional[int]							   =ODD_DIGITS
      else:
         _UpperCAmelCase       :       Union[str, Any]							   =EVEN_DIGITS

      for digita in other_parity_digits:
         _UpperCAmelCase       :       int							   =digita
         result += reversible_numbers(
             remaining_length - 2	,   (remainder + digita + digita) // 1_0	,   __lowerCamelCase	,   __lowerCamelCase	,   )
   return result





def lowerCamelCase__      (						__lowerCamelCase	:							int = 9							):







   '''simple docstring'''




   _UpperCAmelCase       :       Optional[int]							   =0
   for length in range(1	,   max_power + 1							):
      result += reversible_numbers(__lowerCamelCase	,   0	,   [0] * length	,   __lowerCamelCase							)
   return result


if __name__ == "__main__":
 print(F"""{solution() = }""")

