biB hdZddlmZddlZddlmZddlm cm Z ddl m ZddlmZGddeZy)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. )TupleN)AtomcveZdZdZdeedffdZd fd ZdefdZ e dZ e deedffd Z xZ S) Elementwisez, Abstract base class for elementwise atoms. return.ctjj|jDcgc]}|jc}Scc}w)z7Shape is the same as the sum of the arguments. )ushape sum_shapesargs)selfargs ^/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/cvxpy/atoms/elementwise/elementwise.pyshape_from_argszElementwise.shape_from_argss/ww!! "B399"BCC"BsActjj|jDcgc]}|jc}tt |ycc}w)zU Verify that all the shapes are the same or can be promoted. N)r r r r superrvalidate_arguments)r r __class__s rrzElementwise.validate_arguments#s< ;#CII;< k435z+Elementwise.is_symmetric...s@s((*@sr)allr r )r symm_argss rrzElementwise.is_symmetric+s8@dii@@ zz!} 1 -;);ctj|s|jd}tjtj |dgf||fj S)zConverts elementwise gradient into a diagonal matrix for Atom._grad() Args: value: A scalar or NumPy matrix. Returns: A SciPy CSC sparse matrix. F)orderr)r )npisscalarravelsp dia_array atleast_1dtocsc)valuerowscolss relemwise_grad_to_diagz!Elementwise.elemwise_grad_to_diag1sN{{5!KKcK*E||R]]51A37d|LRRTTrr cP|j|k7rtj||S|S)aPromotes the lin op if necessary. Parameters ---------- arg : LinOp LinOp to promote. shape : tuple The shape desired. Returns ------- tuple Promoted LinOp. )r lupromote)rr s r_promotezElementwise._promote?s& 99 ::c5) )Jr)rN)__name__ __module__ __qualname____doc__rintrrboolr staticmethodr+r/ __classcell__)rs@rrrsf6DsCxD 6rCs- $$!7$7r