


'''simple docstring'''



import time
from contextlib import contextmanager
from pathlib import Path

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


A__						:   List[Any]				=    """__DUMMY_TRANSFORMERS_USER__"""
A__						:   Optional[int]				=    """Dummy User"""
A__						:   List[str]				=    """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"""

A__						:   Dict				=    """https://hub-ci.huggingface.co"""
A__						:   Tuple				=    CI_HUB_ENDPOINT + """/datasets/{repo_id}/resolve/{revision}/{path}"""
A__						:   Optional[Any]				=    CI_HUB_ENDPOINT + """/{repo_id}/resolve/{revision}/{filename}"""
A__						:   List[Any]				=    Path("""~/.huggingface/hub_ci_token""").expanduser()



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Union[str, Any]				)	->						int:
     monkeypatch.setattr(
         'huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE' ,       UpperCAmelCase_				)



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Tuple				)	->						Optional[Any]:
     monkeypatch.setattr('datasets.config.HF_ENDPOINT' ,       UpperCAmelCase_				)
     monkeypatch.setattr('datasets.config.HUB_DATASETS_URL' ,       UpperCAmelCase_				)



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Any				)	->						Any:
     monkeypatch.setattr('huggingface_hub.hf_api.HfFolder.path_token' ,       UpperCAmelCase_				)



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Any ,       UpperCAmelCase_       :							List[str]				)	->						Optional[int]:
     HfFolder.save_token(UpperCAmelCase_				)
     yield
     HfFolder.delete_token()



@pytest.fixture(scope='session'				)
def      UpperCAmelCase__   (      )	->						Any:
     return HfApi(endpoint=UpperCAmelCase_				)



@pytest.fixture(scope='session'				)
def      UpperCAmelCase__   (      UpperCAmelCase_       :							HfApi				)	->						Optional[Any]:
     __lowerCamelCase  :      List[Any]														=						HfFolder.get_token()
     HfFolder.save_token(UpperCAmelCase_				)
     yield CI_HUB_USER_TOKEN
     if previous_token is not None:
          HfFolder.save_token(UpperCAmelCase_				)



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							str				)	->						Optional[int]:
     def _cleanup_repo(UpperCAmelCase_       :							List[str]				):
          hf_api.delete_repo(UpperCAmelCase_ ,       token=UpperCAmelCase_ ,       repo_type='dataset'				)

     return _cleanup_repo



@pytest.fixture
def      UpperCAmelCase__   (      UpperCAmelCase_       :							int				)	->						List[Any]:
     @contextmanager
     def _temporary_repo(UpperCAmelCase_       :							Union[str, Any]				):
          try:
               yield repo_id
          finally:
               cleanup_repo(UpperCAmelCase_				)

     return _temporary_repo



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



@pytest.fixture()
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Tuple ,       UpperCAmelCase_       :							Optional[Any] ,       UpperCAmelCase_       :							Any				)	->						List[Any]:
     return hf_private_dataset_repo_txt_data_



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



@pytest.fixture()
def      UpperCAmelCase__   (      UpperCAmelCase_       :							Tuple ,       UpperCAmelCase_       :							Optional[Any] ,       UpperCAmelCase_       :							str				)	->						Dict:
     return hf_private_dataset_repo_zipped_txt_data_



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



@pytest.fixture()
def      UpperCAmelCase__   (      UpperCAmelCase_       :							List[Any] ,       UpperCAmelCase_       :							Tuple ,       UpperCAmelCase_       :							List[Any]				)	->						Union[str, Any]:
     return hf_private_dataset_repo_zipped_img_data_










'''simple docstring'''



def      UpperCAmelCase__   (      UpperCAmelCase_       :							int = 1_00				)	->						int:
     __lowerCamelCase  :      Union[str, Any]														=						n * (n + 1) * (2 * n + 1) / 6
     __lowerCamelCase  :      Union[str, Any]														=						(n * (n + 1) / 2) ** 2
     return int(square_of_sum - sum_of_squares				)


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






