add model cloning to model_builder python + sample
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@@ -631,6 +631,12 @@ class ModelBuilder:
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def __init__(self):
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self.__helper: mbh.ModelBuilderHelper = mbh.ModelBuilderHelper()
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def clone(self) -> "ModelBuilder":
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"""Returns a clone of the current model."""
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clone = ModelBuilder()
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clone.helper.overwrite_model(self.helper)
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return clone
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@typing.overload
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def _get_linear_constraints(self, constraints: Optional[pd.Index]) -> pd.Index:
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...
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@@ -169,6 +169,7 @@ PYBIND11_MODULE(model_builder_helper, m) {
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py::class_<ModelBuilderHelper>(m, "ModelBuilderHelper")
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.def(py::init<>())
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.def("overwrite_model", &ModelBuilderHelper::OverwriteModel, arg("other_helper"))
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.def("export_to_mps_string", &ModelBuilderHelper::ExportToMpsString,
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arg("options") = MPModelExportOptions())
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.def("export_to_lp_string", &ModelBuilderHelper::ExportToLpString,
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@@ -44,6 +44,8 @@ code_sample_py(name = "assignment_mb")
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code_sample_py(name = "bin_packing_mb")
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code_sample_py(name = "copy_model_mb")
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code_sample_py(name = "simple_lp_program_mb")
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code_sample_py(name = "simple_mip_program_mb")
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92
ortools/linear_solver/samples/copy_model_mb.py
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92
ortools/linear_solver/samples/copy_model_mb.py
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@@ -0,0 +1,92 @@
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#!/usr/bin/env python3
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# Copyright 2010-2022 Google LLC
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# [START program]
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"""Integer programming examples that show how to use the APIs."""
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# [START import]
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import math
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from ortools.linear_solver.python import model_builder
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# [END import]
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def main():
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# [START model]
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# Create the model.
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model = model_builder.ModelBuilder()
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# [END model]
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# [START variables]
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# x and y are integer non-negative variables.
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x = model.new_int_var(0.0, math.inf, "x")
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y = model.new_int_var(0.0, math.inf, "y")
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# [END variables]
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# [START constraints]
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# x + 7 * y <= 17.5.
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c1 = model.add(x + 7 * y <= 17.5)
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# x <= 3.5.
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c2 = model.add(x <= 3.5)
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# [END constraints]
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# [START objective]
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# Maximize x + 10 * y.
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model.maximize(x + 10 * y)
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# [END objective]
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# Deep copy.
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print("Cloning the model.")
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model_copy = model.clone()
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x_copy = model_copy.var_from_index(x.index)
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y_copy = model_copy.var_from_index(y.index)
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z_copy = model_copy.new_bool_var("z")
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c2_copy = model_copy.linear_constraint_from_index(c2.index)
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# Add new constraint.
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model_copy.add(x_copy >= 1)
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print("Number of constraints in original model =", model.num_constraints)
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print("Number of constraints in cloned model =", model_copy.num_constraints)
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# Modify a constraint.
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c2_copy.add_term(z_copy, 2.0)
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print(model_copy.export_to_lp_string())
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# [START solve]
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# Create the solver with the SCIP backend, and solve the model.
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solver = model_builder.ModelSolver("scip")
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status = solver.solve(model_copy)
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# [END solve]
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# [START print_solution]
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if status == model_builder.SolveStatus.OPTIMAL:
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print("Solution:")
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print("Objective value =", solver.objective_value)
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print("x =", solver.value(x_copy))
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print("y =", solver.value(y_copy))
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print("z =", solver.value(z_copy))
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else:
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print("The problem does not have an optimal solution.")
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# [END print_solution]
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# [START advanced]
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print("\nAdvanced usage:")
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print("Problem solved in %f seconds" % solver.wall_time)
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# [END advanced]
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if __name__ == "__main__":
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main()
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# [END program]
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@@ -40,6 +40,10 @@
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namespace operations_research {
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void ModelBuilderHelper::OverwriteModel(const ModelBuilderHelper& other_helper) {
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model_ = other_helper.model();
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}
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std::string ModelBuilderHelper::ExportToMpsString(
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const MPModelExportOptions& options) {
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return operations_research::ExportModelAsMpsFormat(model_, options)
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@@ -45,6 +45,7 @@ namespace operations_research {
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// absl::Status or absl::StatusOr.
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class ModelBuilderHelper {
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public:
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void OverwriteModel(const ModelBuilderHelper& other_helper);
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std::string ExportToMpsString(const operations_research::MPModelExportOptions&
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options = MPModelExportOptions());
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std::string ExportToLpString(const operations_research::MPModelExportOptions&
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