Repository URL to install this package:
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Version:
1.2.1 ▾
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"""
Copyright 2017 Robin Verschueren
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.quad_form import QuadForm, SymbolicQuadForm
from cvxpy.expressions.variable import Variable
def replace_quad_forms(expr, quad_forms):
for idx, arg in enumerate(expr.args):
if isinstance(arg, SymbolicQuadForm) or isinstance(arg, QuadForm):
quad_forms = replace_quad_form(expr, idx, quad_forms)
else:
quad_forms = replace_quad_forms(arg, quad_forms)
return quad_forms
def replace_quad_form(expr, idx, quad_forms):
quad_form = expr.args[idx]
placeholder = Variable(quad_form.shape,
var_id=quad_form.id)
expr.args[idx] = placeholder
quad_forms[placeholder.id] = (expr, idx, quad_form)
return quad_forms
def restore_quad_forms(expr, quad_forms) -> None:
for idx, arg in enumerate(expr.args):
if isinstance(arg, Variable) and arg.id in quad_forms:
expr.args[idx] = quad_forms[arg.id][2]
else:
restore_quad_forms(arg, quad_forms)