bildZddlmZddlZddlmZddlm Z ddl m Z Gdde Z Gdde Zy) a+ Copyright, the CVXPY authors 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) ElementwiseceZdZdZdfd Zej dZdee e ffdZ de fdZ de fdZ de fdZ de fd Zde fd Zde fd Zde fd Zde fd ZdZxZS)ceilzElementwise ceiling.returnc*tt| |SN)superr__init__selfx __class__s W/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/cvxpy/atoms/elementwise/ceil.pyr z ceil.__init__sT4)!,,cttjtjtj }tj tj|d|S)Nr)decimals)intnpabslog10s ATOM_EVAL_TOLraround)r valuesrs rnumericz ceil.numerics@rvvbhhq789wwryyX>??rc|jdjr|jdjry|jdjry|jdjryyzCReturns sign (is positive, is negative) of the expression. r)TT)TF)FT)FFargs is_nonneg is_nonposr s rsign_from_argszceil.sign_from_args$_ 99Q< ! ! # ! (>(>(@ YYq\ # # % YYq\ # # % !rcyzIs the atom convex? Fr#s ris_atom_convexzceil.is_atom_convex0rcyzIs the atom concave? Fr(r#s ris_atom_concavezceil.is_atom_concave5r*rcyz$Is the atom log-log convex? Fr(r#s ris_atom_log_log_convexzceil.is_atom_log_log_convex:r*rcyz%Is the atom log-log concave? Fr(r#s ris_atom_log_log_concavezceil.is_atom_log_log_concave?r*rcyz!Is the atom quasiconvex? Tr(r#s ris_atom_quasiconvexzceil.is_atom_quasiconvexDrcyz"Is the atom quasiconcave? Tr(r#s ris_atom_quasiconcavezceil.is_atom_quasiconcaveIr7rcyz;Is the composition non-decreasing in argument idx? Tr(r idxs ris_incrz ceil.is_incrNr7rcyz;Is the composition non-increasing in argument idx? Fr(r=s ris_decrz ceil.is_decrSr*rcZtj|jdjSa+Gives the (sub/super)gradient of the atom w.r.t. each argument. Matrix expressions are vectorized, so the gradient is a matrix. Args: values: A list of numeric values for the arguments. Returns: A list of SciPy CSC sparse matrices or None. rsp csc_arrayr shaper rs r_gradz ceil._gradX!||DIIaL..//rrN__name__ __module__ __qualname____doc__r r numpy_numericrrboolr$r)r-r0r3r6r:r?rBrJ __classcell__rs@rrrs-@@ "dDj 1 "    T d d d 0rrceZdZdZdfd Zej dZdee e ffdZ de fdZ de fdZ de fdZ de fd Zde fd Zde fd Zde fd Zde fd ZdZxZS)floorzElementwise floor.rc*tt| |Sr )r rWr r s rr zfloor.__init__isUD*1--rc2tj|dS)Nr)rrWrIs rrz floor.numericlsxxq ""rc|jdjr|jdjry|jdjry|jdjryyrrr#s rr$zfloor.sign_from_argspr%rcyr'r(r#s rr)zfloor.is_atom_convex|r*rcyr,r(r#s rr-zfloor.is_atom_concaver*rcyr/r(r#s rr0zfloor.is_atom_log_log_convexr*rcyr2r(r#s rr3zfloor.is_atom_log_log_concaver*rcyr5r(r#s rr6zfloor.is_atom_quasiconvexr7rcyr9r(r#s rr:zfloor.is_atom_quasiconcaver7rcyr<r(r=s rr?z floor.is_incrr7rcyrAr(r=s rrBz floor.is_decrr*rcZtj|jdjSrDrErIs rrJz floor._gradrKrrLrMrUs@rrWrWfs.## "dDj 1 "    T d d d 0rrW)rQtypingrnumpyr scipy.sparsesparserFcvxpy.settingssettingsr#cvxpy.atoms.elementwise.elementwiserrrWr(rrrks8;J0;J0ZI0KI0r