
import time
from contextlib import contextmanager
from pathlib import Path

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


snake_case :		Tuple							      =  "__DUMMY_TRANSFORMERS_USER__"
snake_case :		List[Any]							      =  "Dummy User"
snake_case :		int							      =  "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"

snake_case :		int							      =  "https://hub-ci.huggingface.co"
snake_case :		Tuple							      =  CI_HUB_ENDPOINT + "/datasets/{repo_id}/resolve/{revision}/{path}"
snake_case :		Tuple							      =  CI_HUB_ENDPOINT + "/{repo_id}/resolve/{revision}/{filename}"
snake_case :		Union[str, Any]							      =  Path("~/.huggingface/hub_ci_token").expanduser()






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  Dict   )				->		Any:







	'''simple docstring'''


	monkeypatch.setattr(
	    "huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE"      ,   _snake_case   )






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  int   )				->		List[str]:







	'''simple docstring'''


	monkeypatch.setattr("datasets.config.HF_ENDPOINT"      ,   _snake_case   )
	monkeypatch.setattr("datasets.config.HUB_DATASETS_URL"      ,   _snake_case   )






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  Dict   )				->		int:







	'''simple docstring'''


	monkeypatch.setattr("huggingface_hub.hf_api.HfFolder.path_token"      ,   _snake_case   )






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  int      ,   _snake_case      :  str   )				->		Optional[int]:







	'''simple docstring'''


	HfFolder.save_token(_snake_case   )
	yield
	HfFolder.delete_token()






@pytest.fixture(scope="session"   )
def   lowerCAmelCase_						(					)				->		Dict:







	'''simple docstring'''


	return HfApi(endpoint=_snake_case   )






@pytest.fixture(scope="session"   )
def   lowerCAmelCase_						(					_snake_case      :  HfApi   )				->		Any:







	'''simple docstring'''


	__magic_name__		:		List[Any]	   =     HfFolder.get_token()
	HfFolder.save_token(_snake_case   )
	yield CI_HUB_USER_TOKEN
	if previous_token is not None:
		HfFolder.save_token(_snake_case   )






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  Union[str, Any]   )				->		Any:







	'''simple docstring'''


	def _cleanup_repo(_snake_case      :  Optional[Any]   ):
		hf_api.delete_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"   )

	return _cleanup_repo






@pytest.fixture
def   lowerCAmelCase_						(					_snake_case      :  Any   )				->		Optional[Any]:







	'''simple docstring'''


	@contextmanager
	def _temporary_repo(_snake_case      :  Optional[Any]   ):
		try:
			yield repo_id
		finally:
			cleanup_repo(_snake_case   )

	return _temporary_repo






@pytest.fixture(scope="session"   )
def   lowerCAmelCase_						(					_snake_case      :  HfApi      ,   _snake_case      :  Union[str, Any]      ,   _snake_case      :  Union[str, Any]   )				->		Tuple:







	'''simple docstring'''


	__magic_name__		:		Union[str, Any]	   =     F'''repo_txt_data-{int(time.time() * 10E3   )}'''
	__magic_name__		:		List[Any]	   =     F'''{CI_HUB_USER}/{repo_name}'''
	hf_api.create_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"      ,   private=_snake_case   )
	hf_api.upload_file(
	    token=_snake_case      ,   path_or_fileobj=str(_snake_case   )      ,   path_in_repo="data/text_data.txt"      ,   repo_id=_snake_case      ,   repo_type="dataset"      ,   )
	yield repo_id
	try:
		hf_api.delete_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"   )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def   lowerCAmelCase_						(					_snake_case      :  List[str]      ,   _snake_case      :  Optional[int]      ,   _snake_case      :  List[Any]   )				->		Any:







	'''simple docstring'''


	return hf_private_dataset_repo_txt_data_






@pytest.fixture(scope="session"   )
def   lowerCAmelCase_						(					_snake_case      :  HfApi      ,   _snake_case      :  Union[str, Any]      ,   _snake_case      :  Optional[Any]   )				->		int:







	'''simple docstring'''


	__magic_name__		:		Union[str, Any]	   =     F'''repo_zipped_txt_data-{int(time.time() * 10E3   )}'''
	__magic_name__		:		List[str]	   =     F'''{CI_HUB_USER}/{repo_name}'''
	hf_api.create_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"      ,   private=_snake_case   )
	hf_api.upload_file(
	    token=_snake_case      ,   path_or_fileobj=str(_snake_case   )      ,   path_in_repo="data.zip"      ,   repo_id=_snake_case      ,   repo_type="dataset"      ,   )
	yield repo_id
	try:
		hf_api.delete_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"   )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def   lowerCAmelCase_						(					_snake_case      :  Union[str, Any]      ,   _snake_case      :  Dict      ,   _snake_case      :  int   )				->		Optional[Any]:







	'''simple docstring'''


	return hf_private_dataset_repo_zipped_txt_data_






@pytest.fixture(scope="session"   )
def   lowerCAmelCase_						(					_snake_case      :  HfApi      ,   _snake_case      :  Tuple      ,   _snake_case      :  Optional[int]   )				->		int:







	'''simple docstring'''


	__magic_name__		:		int	   =     F'''repo_zipped_img_data-{int(time.time() * 10E3   )}'''
	__magic_name__		:		int	   =     F'''{CI_HUB_USER}/{repo_name}'''
	hf_api.create_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"      ,   private=_snake_case   )
	hf_api.upload_file(
	    token=_snake_case      ,   path_or_fileobj=str(_snake_case   )      ,   path_in_repo="data.zip"      ,   repo_id=_snake_case      ,   repo_type="dataset"      ,   )
	yield repo_id
	try:
		hf_api.delete_repo(_snake_case      ,   token=_snake_case      ,   repo_type="dataset"   )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def   lowerCAmelCase_						(					_snake_case      :  Union[str, Any]      ,   _snake_case      :  int      ,   _snake_case      :  Optional[Any]   )				->		int:







	'''simple docstring'''


	return hf_private_dataset_repo_zipped_img_data_


import math






def   lowerCAmelCase_						(					_snake_case      :  float      ,   _snake_case      :  float   )				->		float:







	'''simple docstring'''


	return math.pow(_snake_case      ,   2   ) - a






def   lowerCAmelCase_						(					_snake_case      :  float   )				->		float:







	'''simple docstring'''


	return 2 * x






def   lowerCAmelCase_						(					_snake_case      :  float   )				->		float:







	'''simple docstring'''


	__magic_name__		:		Optional[int]	   =     2.0

	while start <= a:
		__magic_name__		:		str	   =     math.pow(_snake_case      ,   2   )

	return start






def   lowerCAmelCase_						(					_snake_case      :  float      ,   _snake_case      :  int = 9999      ,   _snake_case      :  float = 0.00_000_000_000_001   )				->		float:







	'''simple docstring'''


	if a < 0:
		raise ValueError("math domain error"   )

	__magic_name__		:		Optional[int]	   =     get_initial_point(_snake_case   )

	for _ in range(_snake_case   ):
		__magic_name__		:		int	   =     value
		__magic_name__		:		str	   =     value - fx(_snake_case      ,   _snake_case   ) / fx_derivative(_snake_case   )
		if abs(prev_value - value   ) < tolerance:
			return value

	return value


if __name__ == "__main__":
				from doctest import testmod

				testmod()
