o  hK@s0ddlZeejZddZddZddZdS)NcGsNt|dkr tdtdd|D}tdd|D}dtt|d|S)a> Get a relative tolerance for a set of arrays. Parameters ---------- *arrays: tuple Set of `numpy.ndarray` to get the tolerance for. Returns ------- float Relative tolerance for the set of arrays. Raises ------ ValueError If no array is provided. rz$At least one array must be provided.css|]}|jVqdS)N)size.0arrayrP/var/www/vscode/kcb/lib/python3.10/site-packages/scipy/_lib/cobyqa/utils/math.py sz!get_arrays_tol..css.|]}tjt|t|ddVqdS)?)initialN)npmaxabsisfiniterrrrrs  g$@r )len ValueErrorr EPS)arraysrweightrrrget_arrays_tols rcCs,tt|t}|jdkrt||S)a' Preprocess a 1-dimensional array. Parameters ---------- x : array_like Array to be preprocessed. message : str Error message if `x` cannot be interpreter as a 1-dimensional array. Returns ------- `numpy.ndarray` Preprocessed array. )r atleast_1dsqueezeastypefloatndimrxmessagerrrexact_1d_array$s rcCs&t|t}|jdkrt||S)a' Preprocess a 2-dimensional array. Parameters ---------- x : array_like Array to be preprocessed. message : str Error message if `x` cannot be interpreter as a 2-dimensional array. Returns ------- `numpy.ndarray` Preprocessed array. )r atleast_2drrrrrrrrexact_2d_array:s r!) numpyr finforepsrrrr!rrrrs