Source code for cvxpy.atoms.affine.unary_operators

"""
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.
"""

from cvxpy.atoms.affine.affine_atom import AffAtom
import cvxpy.lin_ops.lin_utils as lu
import operator as op


class UnaryOperator(AffAtom):
    """
    Base class for expressions involving unary operators.
    """

    def __init__(self, expr):
        super(UnaryOperator, self).__init__(expr)

    def name(self):
        return self.OP_NAME + self.args[0].name()

    # Applies the unary operator to the value.
    def numeric(self, values):
        return self.OP_FUNC(values[0])


[docs]class NegExpression(UnaryOperator): """Negation of an expression. """ OP_NAME = "-" OP_FUNC = op.neg def shape_from_args(self): """Returns the (row, col) shape of the expression. """ return self.args[0].shape def sign_from_args(self): """Returns sign (is positive, is negative) of the expression. """ return (self.args[0].is_nonpos(), self.args[0].is_nonneg()) def is_incr(self, idx): """Is the composition non-decreasing in argument idx? """ return False def is_decr(self, idx): """Is the composition non-increasing in argument idx? """ return True def is_symmetric(self): """Is the expression symmetric? """ return self.args[0].is_symmetric() def is_hermitian(self): """Is the expression Hermitian? """ return self.args[0].is_hermitian() @staticmethod def graph_implementation(arg_objs, shape, data=None): """Negate the affine objective. 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) """ return (lu.neg_expr(arg_objs[0]), [])