


"""simple docstring"""





import time
from contextlib import contextmanager
from pathlib import Path

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


snake_case__		:     Any    				=				'__DUMMY_TRANSFORMERS_USER__'
snake_case__		:     Tuple    				=				'Dummy User'
snake_case__		:     Any    				=				'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'

snake_case__		:     str    				=				'https://hub-ci.huggingface.co'
snake_case__		:     Any    				=				CI_HUB_ENDPOINT + '/datasets/{repo_id}/resolve/{revision}/{path}'
snake_case__		:     List[str]    				=				CI_HUB_ENDPOINT + '/{repo_id}/resolve/{revision}/{filename}'
snake_case__		:     Any    				=				Path('''~/.huggingface/hub_ci_token''').expanduser()


@pytest.fixture
def      _snake_case						(						_snake_case				:			Union[str, Any]			):
      monkeypatch.setattr(
          '''huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE''' ,   lowercase_			)


@pytest.fixture
def      _snake_case						(						_snake_case				:			Union[str, Any]			):
      monkeypatch.setattr('''datasets.config.HF_ENDPOINT''' ,   lowercase_			)
      monkeypatch.setattr('''datasets.config.HUB_DATASETS_URL''' ,   lowercase_			)


@pytest.fixture
def      _snake_case						(						_snake_case				:			Dict			):
      monkeypatch.setattr('''huggingface_hub.hf_api.HfFolder.path_token''' ,   lowercase_			)


@pytest.fixture
def      _snake_case						(						_snake_case				:			Dict ,   _snake_case				:			str			):
      HfFolder.save_token(lowercase_			)
      yield
      HfFolder.delete_token()


@pytest.fixture(scope='''session'''			)
def      _snake_case						(						):
      return HfApi(endpoint=lowercase_			)


@pytest.fixture(scope='''session'''			)
def      _snake_case						(						_snake_case				:			HfApi			):
      lowerCAmelCase					:	Optional[int]       =   HfFolder.get_token()
      HfFolder.save_token(lowercase_			)
      yield CI_HUB_USER_TOKEN
      if previous_token is not None:
            HfFolder.save_token(lowercase_			)


@pytest.fixture
def      _snake_case						(						_snake_case				:			Any			):
      def _cleanup_repo(_snake_case				:			List[str]			):
            hf_api.delete_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset'''			)

      return _cleanup_repo


@pytest.fixture
def      _snake_case						(						_snake_case				:			str			):
      @contextmanager
      def _temporary_repo(_snake_case				:			Tuple			):
            try:
                  yield repo_id
            finally:
                  cleanup_repo(lowercase_			)

      return _temporary_repo


@pytest.fixture(scope='''session'''			)
def      _snake_case						(						_snake_case				:			HfApi ,   _snake_case				:			Optional[Any] ,   _snake_case				:			List[str]			):
      lowerCAmelCase					:	Dict       =   f'''repo_txt_data-{int(time.time() * 10E3			)}'''
      lowerCAmelCase					:	Optional[int]       =   f'''{CI_HUB_USER}/{repo_name}'''
      hf_api.create_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset''' ,   private=lowercase_			)
      hf_api.upload_file(
          token=lowercase_ ,   path_or_fileobj=str(lowercase_			) ,   path_in_repo='''data/text_data.txt''' ,   repo_id=lowercase_ ,   repo_type='''dataset''' ,   )
      yield repo_id
      try:
            hf_api.delete_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset'''			)
      except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
            pass


@pytest.fixture()
def      _snake_case						(						_snake_case				:			Union[str, Any] ,   _snake_case				:			Union[str, Any] ,   _snake_case				:			int			):
      return hf_private_dataset_repo_txt_data_


@pytest.fixture(scope='''session'''			)
def      _snake_case						(						_snake_case				:			HfApi ,   _snake_case				:			List[str] ,   _snake_case				:			int			):
      lowerCAmelCase					:	Optional[int]       =   f'''repo_zipped_txt_data-{int(time.time() * 10E3			)}'''
      lowerCAmelCase					:	str       =   f'''{CI_HUB_USER}/{repo_name}'''
      hf_api.create_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset''' ,   private=lowercase_			)
      hf_api.upload_file(
          token=lowercase_ ,   path_or_fileobj=str(lowercase_			) ,   path_in_repo='''data.zip''' ,   repo_id=lowercase_ ,   repo_type='''dataset''' ,   )
      yield repo_id
      try:
            hf_api.delete_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset'''			)
      except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
            pass


@pytest.fixture()
def      _snake_case						(						_snake_case				:			Optional[Any] ,   _snake_case				:			List[Any] ,   _snake_case				:			Dict			):
      return hf_private_dataset_repo_zipped_txt_data_


@pytest.fixture(scope='''session'''			)
def      _snake_case						(						_snake_case				:			HfApi ,   _snake_case				:			List[Any] ,   _snake_case				:			List[str]			):
      lowerCAmelCase					:	Dict       =   f'''repo_zipped_img_data-{int(time.time() * 10E3			)}'''
      lowerCAmelCase					:	Tuple       =   f'''{CI_HUB_USER}/{repo_name}'''
      hf_api.create_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset''' ,   private=lowercase_			)
      hf_api.upload_file(
          token=lowercase_ ,   path_or_fileobj=str(lowercase_			) ,   path_in_repo='''data.zip''' ,   repo_id=lowercase_ ,   repo_type='''dataset''' ,   )
      yield repo_id
      try:
            hf_api.delete_repo(lowercase_ ,   token=lowercase_ ,   repo_type='''dataset'''			)
      except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
            pass






@pytest.fixture()
def      _snake_case						(						_snake_case				:			List[str] ,   _snake_case				:			List[str] ,   _snake_case				:			Any			):
      return hf_private_dataset_repo_zipped_img_data_






"""simple docstring"""





def      _snake_case						(						_snake_case				:			int ,   _snake_case				:			int			):
      return base * power(_snake_case ,   (exponent - 1)			) if exponent else 1


if __name__ == "__main__":
 print('''Raise base to the power of exponent using recursion...''')
 snake_case__		:     Union[str, Any]    				=				int(input('''Enter the base: ''').strip())
 snake_case__		:     Optional[Any]    				=				int(input('''Enter the exponent: ''').strip())
 snake_case__		:     Any    				=				power(base, abs(exponent))
 if exponent < 0:  # power() does not properly deal w/ negative exponents
  snake_case__		:     Dict    				=				1 / result
 print(f"""{base} to the power of {exponent} is {result}""")


