Repository URL to install this package:
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Version:
1.2.1 ▾
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"""
Copyright 2016 Jaehyun Park, 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.
"""
import cvxpy.lin_ops.lin_op as lo
class InverseData:
"""Stores data useful for solution retrieval."""
def __init__(self, problem) -> None:
varis = problem.variables()
self.id_map, self.var_offsets, self.x_length, self.var_shapes = \
InverseData.get_var_offsets(varis)
self.param_shapes = {}
# Always start with CONSTANT_ID.
self.param_to_size = {lo.CONSTANT_ID: 1}
self.param_id_map = {}
offset = 0
for param in problem.parameters():
self.param_shapes[param.id] = param.shape
self.param_to_size[param.id] = param.size
self.param_id_map[param.id] = offset
offset += param.size
self.param_id_map[lo.CONSTANT_ID] = offset
self.id2var = {var.id: var for var in varis}
self.id2cons = {cons.id: cons for cons in problem.constraints}
self.cons_id_map = dict()
self.constraints = None
@staticmethod
def get_var_offsets(variables):
var_shapes = {}
var_offsets = {}
id_map = {}
vert_offset = 0
for x in variables:
var_shapes[x.id] = x.shape
var_offsets[x.id] = vert_offset
id_map[x.id] = (vert_offset, x.size)
vert_offset += x.size
return (id_map, var_offsets, vert_offset, var_shapes)