





import pytest

from datasets import inspect_metric, list_metrics, load_metric







@pytest.fixture
def    A				(							UpperCAmelCase				):
					monkeypatch.setattr("datasets.utils.deprecation_utils._emitted_deprecation_warnings"  ,  set()				)







@pytest.fixture
def    A				(							UpperCAmelCase				):






					class        _a:







							def __init__(    self ,						__snake_case				)      ->      List[str]:


												'''simple docstring'''

												_snake_case       :					str				       =   metric_id






					class        _a:
							lowerCamelCase__     :Optional[Any]   				=		[MetricMock(__A    ) for metric_id in ['accuracy', 'mse', 'precision', 'codeparrot/apps_metric']]







							def        lowercase       (    self				)      ->      Optional[Any]:


												'''simple docstring'''

												return self._metrics






					monkeypatch.setattr("datasets.inspect.huggingface_hub"  ,  HfhMock()				)







@pytest.mark.parametrize(
    "func, args"  ,  [(load_metric, ("metrics/mse",)), (list_metrics, ()), (inspect_metric, ("metrics/mse", "tmp_path"))]				)
def    A				(							UpperCAmelCase  ,  UpperCAmelCase  ,  UpperCAmelCase  ,  UpperCAmelCase  ,  UpperCAmelCase				):
					if "tmp_path" in args:
										_snake_case       :					str				       =   tuple(arg if arg != "tmp_path" else tmp_path for arg in args				)
					with pytest.warns(UpperCAmelCase  ,  match="https://huggingface.co/docs/evaluate"				):
										func(*UpperCAmelCase				)






import math

from numpy import inf
from scipy.integrate import quad







def    A				(							UpperCAmelCase				):
					if num <= 0:
										raise ValueError("math domain error"				)

					return quad(UpperCAmelCase  ,  0  ,  UpperCAmelCase  ,  args=(UpperCAmelCase)				)[0]







def    A				(							UpperCAmelCase  ,  UpperCAmelCase				):
					return math.pow(UpperCAmelCase  ,  z - 1				) * math.exp(-x				)


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

							testmod()