bidZddlZddlmZddlmZmZmZm Z ddl m cm Z ddlm cmZddlmZddlmZddlmZddlmZGdd eZy) 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. N)reduce)AnyIterableListTuple)AffAtom) Constraint) ExpressionceZdZdZdeeddffd ZdeedffdZ dede efd Z de fd Z d eedefd Zdefd ZdefdZdefdZdefdZdddZ ddeedfdeej.e effdZxZS) AddExpressionz*The sum of any number of expressions. arg_groupsreturnNctt| |g|_|D]&}|xj|j |z c_(yN)superr __init__args expand_args)selfr group __class__s V/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/cvxpy/atoms/affine/add_expr.pyrzAddExpression.__init__ sA mT+Z8  1E II))%0 0I 1.ctjj|jDcgc]}|jc}Scc}w)z8Returns the (row, col) shape of the expression. )ushape sum_shapesr)rargs rshape_from_argszAddExpression.shape_from_args&s/ww!! "B399"BCC"BsAexprc@t|tr |jS|gS)zHHelper function to extract the arguments from an AddExpression. ) isinstancer r)rr s rrzAddExpression.expand_args+s dM *99 6Mrct|jd}tdt|jD] }|dt|j|zz }"|S)Nrz + )strrrangelen)rresultis rnamezAddExpression.name3sSTYYq\"q#dii.) 0A ec$))A,// /F 0 rvaluesc6ttj|Sr)ropadd)rr+s rnumericzAddExpression.numeric9sbfff%%rcy)z$Is the atom log-log convex? Trs ris_atom_log_log_convexz$AddExpression.is_atom_log_log_convex<srcy)z%Is the atom log-log concave? Fr1r2s ris_atom_log_log_concavez%AddExpression.is_atom_log_log_concaveAsrctd|jD}|jd|jdk(xr|S)z%Is the expression symmetric? c3<K|]}|jywr) is_symmetric.0rs r z-AddExpression.is_symmetric..I@s((*@rr$allrr)r symm_argss rr8zAddExpression.is_symmetricF8@dii@@ zz!} 1 -;);rctd|jD}|jd|jdk(xr|S)z%Is the expression Hermitian? c3<K|]}|jywr) is_hermitianr9s rr;z-AddExpression.is_hermitian..Or<r=rr$r>)r herm_argss rrDzAddExpression.is_hermitianLrArcx||g}t|jt|}|j||S)a*Returns a shallow copy of the AddExpression atom. Parameters ---------- args : list, optional The arguments to reconstruct the atom. If args=None, use the current args of the atom. Returns ------- AddExpression atom )type__new__r)rr id_objectscopys rrJzAddExpression.copyTs; < 6DDz!!$t*- d rrct|D]D\}}|j|k7stj|s,tj||||<Ftj |gfS)azSum the linear expressions. Parameters ---------- arg_objs : list LinExpr for each argument. shape : tuple The shape of the resulting expression. data : Additional data required by the atom. Returns ------- tuple (LinOp for objective, list of constraints) ) enumeraterlu is_scalarpromotesum_expr)rarg_objsrdatar)rs rgraph_implementationz"AddExpression.graph_implementationks]& ) 5FAsyyE!bll3&7 jje4  5 H%r**r)NN)rr r)__name__ __module__ __qualname____doc__rr rrintrrrr%r*rr/boolr3r5r8rDrJloLinOpr rS __classcell__)rs@rr r s18J#71D1 DsCxD  tJ/?c &hsm&&  rjs>--!!$$233e+Ge+r