bi dZddlmZmZddlZddlmZd de de de dejfdZ dejfd Zd Zdeeeffd Zy) a, Copyright 2013 Steven Diamond Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. )AnyDictN variablesdefaultorderreturncg}|D]m}|j0|jtj|j|?|jtj|j |otj |S)a"Stacks the values of the given variables. Parameters ---------- variables: list of cvxpy variables. default: value to use when variable value is None. order: unravel values in C or Fortran ("F") order Returns ------- An initial guess for the solution. )valueappendnpravelfullsize concatenate)rrrr variables ]/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/cvxpy/reductions/solvers/utilities.py stack_valsrsi E: >> % LL(..%8 9 LL8 9 : >>%  ctjtj||}dtjtj|dz}||z}|S)N)r tilearrayrepeatarange)n_conesexp_cone_orderroffsetsperms rexpcone_permutorr.sG GGBHH^,g 6E"))BIIg.22G 7?D Krc||||jz}|jdk(rtj|}||jz }||fS)N)rintf scalar_value) result_vecoffset constraintr s rextract_dual_valuer'5sK vfz6 7E!!!%( jooF &=rcPi}d}|D]}||||\||j<}|S)aGets the values of the dual variables. Parameters ---------- result_vec : array_like A vector containing the dual variable values. parse_func : function A function that extracts a dual value from the result vector for a particular constraint. The function should accept three arguments: the result vector, an offset, and a constraint, in that order. An example of a parse_func is extract_dual_values, defined in this module. Some solvers may need to implement their own parse functions. constraints : list A list of the constraints in the problem. Returns ------- A map of constraint id to dual variable value. r)id)r$ parse_func constraints dual_varsr%constrs rget_dual_valuesr.=sC*I FN'1*ff'M$ &))fN r)F)__doc__typingrrnumpyr cvxpy.interface interfacer"listfloatstrndarrayrrr'r.rrr:sc !$!!s!RZZ!,DcNr