





import importlib.metadata
import operator
import re
import sys
from typing import Optional

from packaging import version


lowerCAmelCase_    =    {
    '''<''': operator.lt,
    '''<=''': operator.le,
    '''==''': operator.eq,
    '''!=''': operator.ne,
    '''>=''': operator.ge,
    '''>''': operator.gt,
}






def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Optional[int]:






    """simple docstring"""


    if got_ver is None or want_ver is None:
        raise ValueError(
            f'''Unable to compare versions for {requirement}: need={want_ver} found={got_ver}. This is unusual. Consider'''
            f''' reinstalling {pkg}.'''			)
    if not ops[op](version.parse(_UpperCamelCase			)			,    version.parse(_UpperCamelCase			)			):
        raise ImportError(
            f'''{requirement} is required for a normal functioning of this module, but found {pkg}=={got_ver}.{hint}'''			)






def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase = None			)		->						None:






    """simple docstring"""


    snake_case_						:   int           =  f'''\n{hint}''' if hint is not None else ''''''

    # non-versioned check
    if re.match(R'''^[\w_\-\d]+$'''			,    _UpperCamelCase			):
        snake_case_						:   int           =  requirement, None, None
    else:
        snake_case_						:   Dict           =  re.findall(R'''^([^!=<>\s]+)([\s!=<>]{1,2}.+)'''			,    _UpperCamelCase			)
        if not match:
            raise ValueError(
                '''requirement needs to be in the pip package format, .e.g., package_a==1.23, or package_b>=1.23, but'''
                f''' got {requirement}'''			)
        snake_case_						:   Union[str, Any]           =  match[0]
        snake_case_						:   int           =  want_full.split(''','''			)  # there could be multiple requirements
        snake_case_						:   List[Any]           =  {}
        for w in want_range:
            snake_case_						:   int           =  re.findall(R'''^([\s!=<>]{1,2})(.+)'''			,    _UpperCamelCase			)
            if not match:
                raise ValueError(
                    '''requirement needs to be in the pip package format, .e.g., package_a==1.23, or package_b>=1.23,'''
                    f''' but got {requirement}'''			)
            snake_case_						:   Tuple           =  match[0]
            snake_case_						:   Dict           =  want_ver
            if op not in ops:
                raise ValueError(f'''{requirement}: need one of {list(ops.keys()			)}, but got {op}'''			)

    # special case
    if pkg == "python":
        snake_case_						:   str           =  '''.'''.join([str(_UpperCamelCase			) for x in sys.version_info[:3]]			)
        for op, want_ver in wanted.items():
            _compare_versions(_UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)
        return

    # check if any version is installed
    try:
        snake_case_						:   Dict           =  importlib.metadata.version(_UpperCamelCase			)
    except importlib.metadata.PackageNotFoundError:
        raise importlib.metadata.PackageNotFoundError(
            f'''The \'{requirement}\' distribution was not found and is required by this application. {hint}'''			)

    # check that the right version is installed if version number or a range was provided
    if want_ver is not None:
        for op, want_ver in wanted.items():
            _compare_versions(_UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)






def 					lowerCamelCase_						(    _UpperCamelCase			)		->						List[str]:






    """simple docstring"""


    snake_case_						:   Any           =  '''Try: pip install transformers -U or pip install -e \'.[dev]\' if you\'re working with git main'''
    return require_version(_UpperCamelCase			,    _UpperCamelCase			)







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 					lowerCamelCase_						(    _UpperCamelCase			)		->						Optional[int]:






				"""simple docstring"""


				monkeypatch.setattr(
				    '''huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE'''			,    _UpperCamelCase			)






@pytest.fixture
def 					lowerCamelCase_						(    _UpperCamelCase			)		->						Optional[int]:






				"""simple docstring"""


				monkeypatch.setattr('''datasets.config.HF_ENDPOINT'''			,    _UpperCamelCase			)
				monkeypatch.setattr('''datasets.config.HUB_DATASETS_URL'''			,    _UpperCamelCase			)






@pytest.fixture
def 					lowerCamelCase_						(    _UpperCamelCase			)		->						Any:






				"""simple docstring"""


				monkeypatch.setattr('''huggingface_hub.hf_api.HfFolder.path_token'''			,    _UpperCamelCase			)






@pytest.fixture
def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			)		->						Optional[Any]:






				"""simple docstring"""


				HfFolder.save_token(_UpperCamelCase			)
				yield
				HfFolder.delete_token()






@pytest.fixture(scope='''session'''			)
def 					lowerCamelCase_						(    )		->						List[str]:






				"""simple docstring"""


				return HfApi(endpoint=_UpperCamelCase			)






@pytest.fixture(scope='''session'''			)
def 					lowerCamelCase_						(    _UpperCamelCase			)		->						Dict:






				"""simple docstring"""


				snake_case_						:   Union[str, 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 					lowerCamelCase_						(    _UpperCamelCase			)		->						List[str]:






				"""simple docstring"""


				def _cleanup_repo(_UpperCamelCase			):
								hf_api.delete_repo(_UpperCamelCase			,    token=_UpperCamelCase			,    repo_type='''dataset'''			)

				return _cleanup_repo






@pytest.fixture
def 					lowerCamelCase_						(    _UpperCamelCase			)		->						List[str]:






				"""simple docstring"""


				@contextmanager
				def _temporary_repo(_UpperCamelCase			):
								try:
												yield repo_id
								finally:
												cleanup_repo(_UpperCamelCase			)

				return _temporary_repo






@pytest.fixture(scope='''session'''			)
def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Dict:






				"""simple docstring"""


				snake_case_						:   Optional[int]           =  f'''repo_txt_data-{int(time.time() * 10E3			)}'''
				snake_case_						:   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 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Dict:






				"""simple docstring"""


				return hf_private_dataset_repo_txt_data_






@pytest.fixture(scope='''session'''			)
def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Optional[Any]:






				"""simple docstring"""


				snake_case_						:   int           =  f'''repo_zipped_txt_data-{int(time.time() * 10E3			)}'''
				snake_case_						:   Tuple           =  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 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Dict:






				"""simple docstring"""


				return hf_private_dataset_repo_zipped_txt_data_






@pytest.fixture(scope='''session'''			)
def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						Optional[Any]:






				"""simple docstring"""


				snake_case_						:   List[str]           =  f'''repo_zipped_img_data-{int(time.time() * 10E3			)}'''
				snake_case_						:   str           =  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 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)		->						int:






				"""simple docstring"""


				return hf_private_dataset_repo_zipped_img_data_
