import time
from contextlib import contextmanager
from pathlib import Path

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


_lowerCAmelCase       =		"__DUMMY_TRANSFORMERS_USER__"
_lowerCAmelCase       =		"Dummy User"
_lowerCAmelCase       =		"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"

_lowerCAmelCase       =		"https://hub-ci.huggingface.co"
_lowerCAmelCase       =		CI_HUB_ENDPOINT + "/datasets/{repo_id}/resolve/{revision}/{path}"
_lowerCAmelCase       =		CI_HUB_ENDPOINT + "/{repo_id}/resolve/{revision}/{filename}"
_lowerCAmelCase       =		Path("~/.huggingface/hub_ci_token").expanduser()
@pytest.fixture
def 					_snake_case	(  __snake_case						):
					monkeypatch.setattr(
					    '''huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE'''  ,     __snake_case						)
@pytest.fixture
def 					_snake_case	(  __snake_case						):
					monkeypatch.setattr('''datasets.config.HF_ENDPOINT'''  ,     __snake_case						)
					monkeypatch.setattr('''datasets.config.HUB_DATASETS_URL'''  ,     __snake_case						)
@pytest.fixture
def 					_snake_case	(  __snake_case						):
					monkeypatch.setattr('''huggingface_hub.hf_api.HfFolder.path_token'''  ,     __snake_case						)
@pytest.fixture
def 					_snake_case	(  __snake_case  ,     __snake_case						):
					HfFolder.save_token(__snake_case						)
					yield
					HfFolder.delete_token()
@pytest.fixture(scope='''session'''						)
def 					_snake_case	(  ):
					return HfApi(endpoint=__snake_case						)
@pytest.fixture(scope='''session'''						)
def 					_snake_case	(  __snake_case						):
					_UpperCamelCase			     =     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 					_snake_case	(  __snake_case						):
					def _cleanup_repo(__snake_case						):
										hf_api.delete_repo(__snake_case  ,     token=__snake_case  ,     repo_type='''dataset'''						)

					return _cleanup_repo
@pytest.fixture
def 					_snake_case	(  __snake_case						):
					@contextmanager
					def _temporary_repo(__snake_case						):
										try:
															yield repo_id
										finally:
															cleanup_repo(__snake_case						)

					return _temporary_repo
@pytest.fixture(scope='''session'''						)
def 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					_UpperCamelCase			     =     f"""repo_txt_data-{int(time.time() * 10E3						)}"""
					_UpperCamelCase			     =     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 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					return hf_private_dataset_repo_txt_data_
@pytest.fixture(scope='''session'''						)
def 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					_UpperCamelCase			     =     f"""repo_zipped_txt_data-{int(time.time() * 10E3						)}"""
					_UpperCamelCase			     =     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 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					return hf_private_dataset_repo_zipped_txt_data_
@pytest.fixture(scope='''session'''						)
def 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					_UpperCamelCase			     =     f"""repo_zipped_img_data-{int(time.time() * 10E3						)}"""
					_UpperCamelCase			     =     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 					_snake_case	(  __snake_case  ,     __snake_case  ,     __snake_case						):
					return hf_private_dataset_repo_zipped_img_data_




# Lint as: python3
import itertools
import os
import re


UpperCAmelCase   :    Any     =		re.compile(r"([A-Z]+)([A-Z][a-z])")
UpperCAmelCase   :    Optional[Any]     =		re.compile(r"([a-z\d])([A-Z])")

UpperCAmelCase   :    Optional[Any]     =		re.compile(r"(?<!_)_(?!_)")
UpperCAmelCase   :    Any     =		re.compile(r"(_{2,})")

UpperCAmelCase   :    List[Any]     =		r"^\w+(\.\w+)*$"

UpperCAmelCase   :    Any     =		r"<>:/\|?*"






def 	__lowerCamelCase						(							lowerCamelCase__		:						Tuple      ):





			'''simple docstring'''




			lowerCamelCase    		=  _uppercase_uppercase_re.sub(R"""\1_\2"""  ,							lowerCamelCase__      )
			lowerCamelCase    		=  _lowercase_uppercase_re.sub(R"""\1_\2"""  ,							lowerCamelCase__      )
			return name.lower()






def 	__lowerCamelCase						(							lowerCamelCase__		:						List[str]      ):





			'''simple docstring'''




			lowerCamelCase    		=  _single_underscore_re.split(lowerCamelCase__      )
			lowerCamelCase    		=  [_multiple_underscores_re.split(lowerCamelCase__      ) for n in name]
			return "".join(n.capitalize() for n in itertools.chain.from_iterable(lowerCamelCase__      ) if n != """"""      )






def 	__lowerCamelCase						(							lowerCamelCase__		:						Any      ):





			'''simple docstring'''




			if os.path.basename(lowerCamelCase__      ) != name:
						raise ValueError(f'Should be a dataset name, not a path: {name}'      )
			return camelcase_to_snakecase(lowerCamelCase__      )






def 	__lowerCamelCase						(							lowerCamelCase__		:						List[str]  ,							lowerCamelCase__		:						int      ):





			'''simple docstring'''




			if os.path.basename(lowerCamelCase__      ) != name:
						raise ValueError(f'Should be a dataset name, not a path: {name}'      )
			if not re.match(_split_re  ,							lowerCamelCase__      ):
						raise ValueError(f'Split name should match \'{_split_re}\'\' but got \'{split}\'.'      )
			return f'{filename_prefix_for_name(lowerCamelCase__      )}-{split}'






def 	__lowerCamelCase						(							lowerCamelCase__		:						List[Any]  ,							lowerCamelCase__		:						Optional[Any]  ,							lowerCamelCase__		:						List[Any]  ,							lowerCamelCase__		:						int=None      ):





			'''simple docstring'''




			lowerCamelCase    		=  filename_prefix_for_split(lowerCamelCase__  ,							lowerCamelCase__      )
			if filetype_suffix:
						prefix += f'.{filetype_suffix}'
			lowerCamelCase    		=  os.path.join(lowerCamelCase__  ,							lowerCamelCase__      )
			return f'{filepath}*'






def 	__lowerCamelCase						(							lowerCamelCase__		:						Dict  ,							lowerCamelCase__		:						List[Any]  ,							lowerCamelCase__		:						List[Any]  ,							lowerCamelCase__		:						int=None  ,							lowerCamelCase__		:						str=None      ):





			'''simple docstring'''




			lowerCamelCase    		=  filename_prefix_for_split(lowerCamelCase__  ,							lowerCamelCase__      )
			lowerCamelCase    		=  os.path.join(lowerCamelCase__  ,							lowerCamelCase__      )

			if shard_lengths:
						lowerCamelCase    		=  len(lowerCamelCase__      )
						lowerCamelCase    		=  [f'{prefix}-{shard_id:05d}-of-{num_shards:05d}' for shard_id in range(lowerCamelCase__      )]
						if filetype_suffix:
									lowerCamelCase    		=  [filename + f'.{filetype_suffix}' for filename in filenames]
						return filenames
			else:
						lowerCamelCase    		=  prefix
						if filetype_suffix:
									filename += f'.{filetype_suffix}'
						return [filename]

