// Copyright 2010-2025 Google LLC // 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. #include "ortools/math_opt/cpp/statistics.h" #include #include #include #include #include #include #include "gtest/gtest.h" #include "ortools/base/gmock.h" #include "ortools/math_opt/cpp/model.h" namespace operations_research::math_opt { namespace { using ::testing::Optional; using ::testing::Pair; constexpr double kInf = std::numeric_limits::infinity(); std::string PrintToString(const ModelRanges& ranges) { std::ostringstream oss; oss << ranges; return oss.str(); } TEST(ModelRangesTest, Printing) { EXPECT_EQ(PrintToString(ModelRanges{}), "Objective terms : no finite values\n" "Variable bounds : no finite values\n" "Linear constraints bounds : no finite values\n" "Linear constraints coeffs : no finite values"); EXPECT_EQ( PrintToString(ModelRanges{ .objective_terms = std::make_pair(2.12345e-99, 1.12345e3), .variable_bounds = std::make_pair(9.12345e-2, 1.12345e2), .linear_constraint_bounds = std::make_pair(2.12345e6, 5.12345e99), .linear_constraint_coefficients = std::make_pair(0.0, 0.0), }), "Objective terms : [2.12e-99 , 1.12e+03 ]\n" "Variable bounds : [9.12e-02 , 1.12e+02 ]\n" "Linear constraints bounds : [2.12e+06 , 5.12e+99 ]\n" "Linear constraints coeffs : [0.00e+00 , 0.00e+00 ]"); EXPECT_EQ( PrintToString(ModelRanges{ .objective_terms = std::make_pair(2.12345e-1, 1.12345e3), .variable_bounds = std::make_pair(9.12345e-2, 1.12345e2), .linear_constraint_bounds = std::make_pair(2.12345e6, 5.12345e99), .linear_constraint_coefficients = std::make_pair(0.0, 1.0e100), }), "Objective terms : [2.12e-01 , 1.12e+03 ]\n" "Variable bounds : [9.12e-02 , 1.12e+02 ]\n" "Linear constraints bounds : [2.12e+06 , 5.12e+99 ]\n" "Linear constraints coeffs : [0.00e+00 , 1.00e+100]"); EXPECT_EQ( PrintToString(ModelRanges{ .objective_terms = std::make_pair(2.12345e-100, 1.12345e3), .variable_bounds = std::make_pair(9.12345e-2, 1.12345e2), .linear_constraint_bounds = std::make_pair(2.12345e6, 5.12345e99), .linear_constraint_coefficients = std::make_pair(0.0, 0.0), }), "Objective terms : [2.12e-100, 1.12e+03 ]\n" "Variable bounds : [9.12e-02 , 1.12e+02 ]\n" "Linear constraints bounds : [2.12e+06 , 5.12e+99 ]\n" "Linear constraints coeffs : [0.00e+00 , 0.00e+00 ]"); EXPECT_EQ( PrintToString(ModelRanges{ .objective_terms = std::make_pair(2.12345e-100, 1.12345e3), .variable_bounds = std::make_pair(9.12345e-2, 1.12345e2), .linear_constraint_bounds = std::make_pair(2.12345e6, 5.12345e99), .linear_constraint_coefficients = std::make_pair(0.0, 1.0e100), }), "Objective terms : [2.12e-100, 1.12e+03 ]\n" "Variable bounds : [9.12e-02 , 1.12e+02 ]\n" "Linear constraints bounds : [2.12e+06 , 5.12e+99 ]\n" "Linear constraints coeffs : [0.00e+00 , 1.00e+100]"); } TEST(ModelRangesTest, PrintingResetFlags) { const ModelRanges ranges = { .objective_terms = std::make_pair(2.12345e-100, 1.12345e3), .variable_bounds = std::make_pair(9.12345e-2, 1.12345e2), .linear_constraint_bounds = std::make_pair(2.12345e6, 5.12345e99), .linear_constraint_coefficients = std::make_pair(0.0, 1.0e100), }; std::ostringstream oss; oss << ranges << '\n' << 1.23456789; EXPECT_EQ(oss.str(), "Objective terms : [2.12e-100, 1.12e+03 ]\n" "Variable bounds : [9.12e-02 , 1.12e+02 ]\n" "Linear constraints bounds : [2.12e+06 , 5.12e+99 ]\n" "Linear constraints coeffs : [0.00e+00 , 1.00e+100]\n" "1.23457"); } TEST(ComputeModelRangesTest, Empty) { const ModelRanges ranges = ComputeModelRanges(Model("model")); EXPECT_EQ(ranges.objective_terms, std::nullopt); EXPECT_EQ(ranges.variable_bounds, std::nullopt); EXPECT_EQ(ranges.linear_constraint_bounds, std::nullopt); EXPECT_EQ(ranges.linear_constraint_coefficients, std::nullopt); } TEST(ComputeModelRangesTest, OnlyZeroAndInfiniteValues) { Model model("model"); model.AddContinuousVariable(/*lower_bound=*/0.0, /*upper_bound=*/kInf); model.AddContinuousVariable(/*lower_bound=*/-kInf, /*upper_bound=*/0.0); model.AddContinuousVariable(/*lower_bound=*/-kInf, /*upper_bound=*/kInf); model.AddLinearConstraint(/*lower_bound=*/0.0, /*upper_bound=*/kInf); model.AddLinearConstraint(/*lower_bound=*/-kInf, /*upper_bound=*/0.0); model.AddLinearConstraint(/*lower_bound=*/-kInf, /*upper_bound=*/kInf); const ModelRanges ranges = ComputeModelRanges(model); EXPECT_EQ(ranges.objective_terms, std::nullopt); EXPECT_EQ(ranges.variable_bounds, std::nullopt); EXPECT_EQ(ranges.linear_constraint_bounds, std::nullopt); EXPECT_EQ(ranges.linear_constraint_coefficients, std::nullopt); } TEST(ComputeModelRangesTest, MixedValues) { Model model("model"); const Variable x = model.AddContinuousVariable(/*lower_bound=*/0.0, /*upper_bound=*/0.0, "x"); const Variable y = model.AddContinuousVariable(/*lower_bound=*/-kInf, /*upper_bound=*/1e-3, "y"); const Variable z = model.AddContinuousVariable(/*lower_bound=*/-3e2, /*upper_bound=*/kInf, "z"); model.Minimize(-5.0e4 * x + 1.0e-6 * z * x + 3.0 * y); model.AddLinearConstraint(0.0 <= 1.25e-3 * y - 4.5e3 * x, "c"); model.AddLinearConstraint(/*lower_bound=*/-kInf, /*upper_bound=*/3e4); model.AddLinearConstraint(-1e-5 <= 2.5e-3 * y <= 0.0); const ModelRanges ranges = ComputeModelRanges(model); EXPECT_THAT(ranges.objective_terms, Optional(Pair(1.0e-6, 5.0e4))); EXPECT_THAT(ranges.variable_bounds, Optional(Pair(1e-3, 3e2))); EXPECT_THAT(ranges.linear_constraint_bounds, Optional(Pair(1e-5, 3e4))); EXPECT_THAT(ranges.linear_constraint_coefficients, Optional(Pair(1.25e-3, 4.5e3))); } } // namespace } // namespace operations_research::math_opt