


'''simple docstring'''







import time
from contextlib import contextmanager
from pathlib import Path

import pytest
import requests
from huggingface_hub.hf_api import HfApi, HfFolder


_lowercase       						=			'__DUMMY_TRANSFORMERS_USER__'
_lowercase       						=			'Dummy User'
_lowercase       						=			'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'

_lowercase       						=			'https://hub-ci.huggingface.co'
_lowercase       						=			CI_HUB_ENDPOINT + '/datasets/{repo_id}/resolve/{revision}/{path}'
_lowercase       						=			CI_HUB_ENDPOINT + '/{repo_id}/resolve/{revision}/{filename}'
_lowercase       						=			Path('~/.huggingface/hub_ci_token').expanduser()

@pytest.fixture
def    __UpperCamelCase	(	a    : Dict     ) ->Dict:
 monkeypatch.setattr(
     '''huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE'''					,   __SCREAMING_SNAKE_CASE     )

@pytest.fixture
def    __UpperCamelCase	(	a    : str     ) ->Dict:
 monkeypatch.setattr('''datasets.config.HF_ENDPOINT'''					,   __SCREAMING_SNAKE_CASE     )
 monkeypatch.setattr('''datasets.config.HUB_DATASETS_URL'''					,   __SCREAMING_SNAKE_CASE     )

@pytest.fixture
def    __UpperCamelCase	(	a    : List[Any]     ) ->Any:
 monkeypatch.setattr('''huggingface_hub.hf_api.HfFolder.path_token'''					,   __SCREAMING_SNAKE_CASE     )

@pytest.fixture
def    __UpperCamelCase	(	a    : Any					,   a    : Union[str, Any]     ) ->int:
 HfFolder.save_token(__SCREAMING_SNAKE_CASE     )
 yield
 HfFolder.delete_token()

@pytest.fixture(scope='''session'''     )
def    __UpperCamelCase	(	) ->Union[str, Any]:
 return HfApi(endpoint=__SCREAMING_SNAKE_CASE     )

@pytest.fixture(scope='''session'''     )
def    __UpperCamelCase	(	a    : Any     ) ->Tuple:
 snake_case				=			HfFolder.get_token()
 HfFolder.save_token(__SCREAMING_SNAKE_CASE     )
 yield CI_HUB_USER_TOKEN
 if previous_token is not None:
  HfFolder.save_token(__SCREAMING_SNAKE_CASE     )

@pytest.fixture
def    __UpperCamelCase	(	a    : Optional[int]     ) ->Tuple:
 def _cleanup_repo(a    : List[Any]     ):
  hf_api.delete_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''     )

 return _cleanup_repo

@pytest.fixture
def    __UpperCamelCase	(	a    : Tuple     ) ->Tuple:
 @contextmanager
 def _temporary_repo(a    : List[Any]     ):
  try:
   yield repo_id
  finally:
   cleanup_repo(__SCREAMING_SNAKE_CASE     )

 return _temporary_repo

@pytest.fixture(scope='''session'''     )
def    __UpperCamelCase	(	a    : Union[str, Any]					,   a    : int					,   a    : str     ) ->Any:
 snake_case				=			f"""repo_txt_data-{int(time.time() * 10e3     )}"""
 snake_case				=			f"""{CI_HUB_USER}/{repo_name}"""
 hf_api.create_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   private=__SCREAMING_SNAKE_CASE     )
 hf_api.upload_file(
     token=__SCREAMING_SNAKE_CASE					,   path_or_fileobj=str(__SCREAMING_SNAKE_CASE     )					,   path_in_repo='''data/text_data.txt'''					,   repo_id=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   )
 yield repo_id
 try:
  hf_api.delete_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''     )
 except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
  pass

@pytest.fixture()
def    __UpperCamelCase	(	a    : int					,   a    : List[str]					,   a    : List[Any]     ) ->Optional[int]:
 return hf_private_dataset_repo_txt_data_

@pytest.fixture(scope='''session'''     )
def    __UpperCamelCase	(	a    : Optional[Any]					,   a    : List[Any]					,   a    : Optional[Any]     ) ->Any:
 snake_case				=			f"""repo_zipped_txt_data-{int(time.time() * 10e3     )}"""
 snake_case				=			f"""{CI_HUB_USER}/{repo_name}"""
 hf_api.create_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   private=__SCREAMING_SNAKE_CASE     )
 hf_api.upload_file(
     token=__SCREAMING_SNAKE_CASE					,   path_or_fileobj=str(__SCREAMING_SNAKE_CASE     )					,   path_in_repo='''data.zip'''					,   repo_id=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   )
 yield repo_id
 try:
  hf_api.delete_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''     )
 except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
  pass

@pytest.fixture()
def    __UpperCamelCase	(	a    : List[str]					,   a    : Any					,   a    : List[Any]     ) ->Dict:
 return hf_private_dataset_repo_zipped_txt_data_

@pytest.fixture(scope='''session'''     )
def    __UpperCamelCase	(	a    : Optional[Any]					,   a    : Dict					,   a    : Any     ) ->str:
 snake_case				=			f"""repo_zipped_img_data-{int(time.time() * 10e3     )}"""
 snake_case				=			f"""{CI_HUB_USER}/{repo_name}"""
 hf_api.create_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   private=__SCREAMING_SNAKE_CASE     )
 hf_api.upload_file(
     token=__SCREAMING_SNAKE_CASE					,   path_or_fileobj=str(__SCREAMING_SNAKE_CASE     )					,   path_in_repo='''data.zip'''					,   repo_id=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''					,   )
 yield repo_id
 try:
  hf_api.delete_repo(__SCREAMING_SNAKE_CASE					,   token=__SCREAMING_SNAKE_CASE					,   repo_type='''dataset'''     )
 except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
  pass






@pytest.fixture()
def    __UpperCamelCase	(	a    : Tuple					,   a    : Tuple					,   a    : Dict     ) ->List[Any]:
 return hf_private_dataset_repo_zipped_img_data_








'''simple docstring'''







import inspect
import re
from hashlib import shaaaa
from typing import Dict, List

from .arrow import arrow
from .audiofolder import audiofolder
from .csv import csv
from .imagefolder import imagefolder
from .json import json
from .pandas import pandas
from .parquet import parquet
from .sql import sql  # noqa F401
from .text import text

def    __UpperCamelCase	(	a    : List[str]     ) ->str:
 snake_case				=			[]
 for line in lines:
  snake_case				=			re.sub(R'''#.*'''					,   ''''''					,   a     )  # remove comments
  if line:
   filtered_lines.append(a     )
 snake_case				=			'''\n'''.join(a     )

 # Make a hash from all this code
 snake_case				=			full_str.encode('''utf-8'''     )
 return shaaaa(a     ).hexdigest()


# get importable module names and hash for caching
_lowercase       						=			{
    'csv': (csv.__name__, _hash_python_lines(inspect.getsource(csv).splitlines())),
    'json': (json.__name__, _hash_python_lines(inspect.getsource(json).splitlines())),
    'pandas': (pandas.__name__, _hash_python_lines(inspect.getsource(pandas).splitlines())),
    'parquet': (parquet.__name__, _hash_python_lines(inspect.getsource(parquet).splitlines())),
    'arrow': (arrow.__name__, _hash_python_lines(inspect.getsource(arrow).splitlines())),
    'text': (text.__name__, _hash_python_lines(inspect.getsource(text).splitlines())),
    'imagefolder': (imagefolder.__name__, _hash_python_lines(inspect.getsource(imagefolder).splitlines())),
    'audiofolder': (audiofolder.__name__, _hash_python_lines(inspect.getsource(audiofolder).splitlines())),
}

# Used to infer the module to use based on the data files extensions
_lowercase       						=			{
    '.csv': ('csv', {}),
    '.tsv': ('csv', {'sep': '\t'}),
    '.json': ('json', {}),
    '.jsonl': ('json', {}),
    '.parquet': ('parquet', {}),
    '.arrow': ('arrow', {}),
    '.txt': ('text', {}),
}
_EXTENSION_TO_MODULE.update({ext: ('imagefolder', {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ('imagefolder', {}) for ext in imagefolder.ImageFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext: ('audiofolder', {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
_EXTENSION_TO_MODULE.update({ext.upper(): ('audiofolder', {}) for ext in audiofolder.AudioFolder.EXTENSIONS})
_lowercase       						=			{'imagefolder', 'audiofolder'}

# Used to filter data files based on extensions given a module name
_lowercase       						=			{}
for _ext, (_module, _) in _EXTENSION_TO_MODULE.items():
   _MODULE_TO_EXTENSIONS.setdefault(_module, []).append(_ext)

_MODULE_TO_EXTENSIONS["imagefolder"].append('.zip')






_MODULE_TO_EXTENSIONS["audiofolder"].append('.zip')

