Directory: | ./ |
---|---|
File: | unittest/test_impulse_costs.cpp |
Date: | 2025-03-26 19:23:43 |
Exec | Total | Coverage | |
---|---|---|---|
Lines: | 48 | 52 | 92.3% |
Branches: | 95 | 244 | 38.9% |
Line | Branch | Exec | Source |
---|---|---|---|
1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2021-2025, University of Edinburgh, Heriot-Watt University | ||
5 | // Copyright note valid unless otherwise stated in individual files. | ||
6 | // All rights reserved. | ||
7 | /////////////////////////////////////////////////////////////////////////////// | ||
8 | |||
9 | #define BOOST_TEST_NO_MAIN | ||
10 | #define BOOST_TEST_ALTERNATIVE_INIT_API | ||
11 | |||
12 | #include "factory/impulse_cost.hpp" | ||
13 | #include "unittest_common.hpp" | ||
14 | |||
15 | using namespace boost::unit_test; | ||
16 | using namespace crocoddyl::unittest; | ||
17 | |||
18 | //----------------------------------------------------------------------------// | ||
19 | |||
20 | 42 | void test_partial_derivatives_against_impulse_numdiff( | |
21 | ImpulseCostModelTypes::Type cost_type, PinocchioModelTypes::Type model_type, | ||
22 | ActivationModelTypes::Type activation_type) { | ||
23 | // create the model | ||
24 | const std::shared_ptr<crocoddyl::ActionModelAbstract>& model = | ||
25 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
|
42 | ImpulseCostModelFactory().create(cost_type, model_type, activation_type); |
26 | |||
27 | // create the corresponding data object and set the cost to nan | ||
28 | const std::shared_ptr<crocoddyl::ActionDataAbstract>& data = | ||
29 |
1/2✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
|
42 | model->createData(); |
30 | |||
31 |
1/2✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
|
42 | crocoddyl::ActionModelNumDiff model_num_diff(model); |
32 | const std::shared_ptr<crocoddyl::ActionDataAbstract>& data_num_diff = | ||
33 |
1/2✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
|
42 | model_num_diff.createData(); |
34 | |||
35 | // Generating random values for the state and control | ||
36 |
2/4✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 6 taken 42 times.
✗ Branch 7 not taken.
|
42 | Eigen::VectorXd x = model->get_state()->rand(); |
37 |
3/6✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 8 taken 42 times.
✗ Branch 9 not taken.
|
42 | const Eigen::VectorXd u = Eigen::VectorXd::Random(model->get_nu()); |
38 | |||
39 | // Computing the action derivatives | ||
40 |
3/6✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 8 taken 42 times.
✗ Branch 9 not taken.
|
42 | model->calc(data, x, u); |
41 |
3/6✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 8 taken 42 times.
✗ Branch 9 not taken.
|
42 | model->calcDiff(data, x, u); |
42 |
3/6✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 42 times.
✗ Branch 8 not taken.
|
42 | model_num_diff.calc(data_num_diff, x, u); |
43 |
3/6✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 42 times.
✗ Branch 8 not taken.
|
42 | model_num_diff.calcDiff(data_num_diff, x, u); |
44 | // Tolerance defined as in | ||
45 | // http://www.it.uom.gr/teaching/linearalgebra/NumericalRecipiesInC/c5-7.pdf | ||
46 |
1/2✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
|
42 | double tol = std::pow(model_num_diff.get_disturbance(), 1. / 3.); |
47 |
8/16✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 11 taken 42 times.
✗ Branch 12 not taken.
✓ Branch 16 taken 42 times.
✗ Branch 17 not taken.
✓ Branch 19 taken 42 times.
✗ Branch 20 not taken.
✓ Branch 22 taken 42 times.
✗ Branch 23 not taken.
✓ Branch 25 taken 42 times.
✗ Branch 26 not taken.
✗ Branch 30 not taken.
✓ Branch 31 taken 42 times.
|
42 | BOOST_CHECK((data->Lx - data_num_diff->Lx).isZero(tol)); |
48 |
8/16✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 11 taken 42 times.
✗ Branch 12 not taken.
✓ Branch 16 taken 42 times.
✗ Branch 17 not taken.
✓ Branch 19 taken 42 times.
✗ Branch 20 not taken.
✓ Branch 22 taken 42 times.
✗ Branch 23 not taken.
✓ Branch 25 taken 42 times.
✗ Branch 26 not taken.
✗ Branch 30 not taken.
✓ Branch 31 taken 42 times.
|
42 | BOOST_CHECK((data->Lu - data_num_diff->Lu).isZero(tol)); |
49 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✗ Branch 3 not taken.
✓ Branch 4 taken 42 times.
|
42 | if (model_num_diff.get_with_gauss_approx()) { |
50 | ✗ | BOOST_CHECK((data->Lxx - data_num_diff->Lxx).isZero(tol)); | |
51 | ✗ | BOOST_CHECK((data->Lxu - data_num_diff->Lxu).isZero(tol)); | |
52 | ✗ | BOOST_CHECK((data->Luu - data_num_diff->Luu).isZero(tol)); | |
53 | } | ||
54 | |||
55 | // Computing the action derivatives | ||
56 |
2/4✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 6 taken 42 times.
✗ Branch 7 not taken.
|
42 | x = model->get_state()->rand(); |
57 |
2/4✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
|
42 | model->calc(data, x); |
58 |
2/4✓ Branch 2 taken 42 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
|
42 | model->calcDiff(data, x); |
59 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
|
42 | model_num_diff.calc(data_num_diff, x); |
60 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
|
42 | model_num_diff.calcDiff(data_num_diff, x); |
61 | |||
62 | // Checking the partial derivatives against numerical differentiation | ||
63 |
8/16✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 11 taken 42 times.
✗ Branch 12 not taken.
✓ Branch 16 taken 42 times.
✗ Branch 17 not taken.
✓ Branch 19 taken 42 times.
✗ Branch 20 not taken.
✓ Branch 22 taken 42 times.
✗ Branch 23 not taken.
✓ Branch 25 taken 42 times.
✗ Branch 26 not taken.
✗ Branch 30 not taken.
✓ Branch 31 taken 42 times.
|
42 | BOOST_CHECK((data->Lx - data_num_diff->Lx).isZero(tol)); |
64 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✗ Branch 3 not taken.
✓ Branch 4 taken 42 times.
|
42 | if (model_num_diff.get_with_gauss_approx()) { |
65 | ✗ | BOOST_CHECK((data->Lxx - data_num_diff->Lxx).isZero(tol)); | |
66 | } | ||
67 | |||
68 | // Checking that casted computation is the same | ||
69 | #ifdef NDEBUG // Run only in release mode | ||
70 | const std::shared_ptr<crocoddyl::ActionModelAbstractTpl<float>>& | ||
71 | casted_model = model->cast<float>(); | ||
72 | const std::shared_ptr<crocoddyl::ActionDataAbstractTpl<float>>& casted_data = | ||
73 | casted_model->createData(); | ||
74 | Eigen::VectorXf x_f = x.cast<float>(); | ||
75 | const Eigen::VectorXf u_f = u.cast<float>(); | ||
76 | model->calc(data, x, u); | ||
77 | model->calcDiff(data, x, u); | ||
78 | casted_model->calc(casted_data, x_f, u_f); | ||
79 | casted_model->calcDiff(casted_data, x_f, u_f); | ||
80 | float tol_f = 80.f * std::sqrt(2.0f * std::numeric_limits<float>::epsilon()); | ||
81 | BOOST_CHECK((data->Lx.cast<float>() - casted_data->Lx).isZero(tol_f)); | ||
82 | BOOST_CHECK((data->Lu.cast<float>() - casted_data->Lu).isZero(tol_f)); | ||
83 | BOOST_CHECK((data->Lxx.cast<float>() - casted_data->Lxx).isZero(tol_f)); | ||
84 | BOOST_CHECK((data->Lxu.cast<float>() - casted_data->Lxu).isZero(tol_f)); | ||
85 | BOOST_CHECK((data->Luu.cast<float>() - casted_data->Luu).isZero(tol_f)); | ||
86 | model->calc(data, x); | ||
87 | model->calcDiff(data, x); | ||
88 | casted_model->calc(casted_data, x_f); | ||
89 | casted_model->calcDiff(casted_data, x_f); | ||
90 | BOOST_CHECK((data->Lx.cast<float>() - casted_data->Lx).isZero(tol_f)); | ||
91 | BOOST_CHECK((data->Lxx.cast<float>() - casted_data->Lxx).isZero(tol_f)); | ||
92 | #endif | ||
93 | 42 | } | |
94 | |||
95 | //----------------------------------------------------------------------------// | ||
96 | |||
97 | 42 | void register_impulse_cost_model_unit_tests( | |
98 | ImpulseCostModelTypes::Type cost_type, PinocchioModelTypes::Type model_type, | ||
99 | ActivationModelTypes::Type activation_type) { | ||
100 |
2/4✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
|
42 | boost::test_tools::output_test_stream test_name; |
101 |
5/10✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 42 times.
✗ Branch 8 not taken.
✓ Branch 10 taken 42 times.
✗ Branch 11 not taken.
✓ Branch 13 taken 42 times.
✗ Branch 14 not taken.
|
42 | test_name << "test_" << cost_type << "_" << activation_type << "_" |
102 |
1/2✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
|
42 | << model_type; |
103 |
4/8✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 42 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 42 times.
✗ Branch 8 not taken.
✓ Branch 10 taken 42 times.
✗ Branch 11 not taken.
|
42 | std::cout << "Running " << test_name.str() << std::endl; |
104 |
4/8✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 8 taken 42 times.
✗ Branch 9 not taken.
✓ Branch 11 taken 42 times.
✗ Branch 12 not taken.
|
42 | test_suite* ts = BOOST_TEST_SUITE(test_name.str()); |
105 |
5/10✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 5 taken 42 times.
✗ Branch 6 not taken.
✓ Branch 8 taken 42 times.
✗ Branch 9 not taken.
✓ Branch 11 taken 42 times.
✗ Branch 12 not taken.
✓ Branch 14 taken 42 times.
✗ Branch 15 not taken.
|
42 | ts->add(BOOST_TEST_CASE( |
106 | boost::bind(&test_partial_derivatives_against_impulse_numdiff, cost_type, | ||
107 | model_type, activation_type))); | ||
108 |
3/6✓ Branch 1 taken 42 times.
✗ Branch 2 not taken.
✓ Branch 3 taken 42 times.
✗ Branch 4 not taken.
✓ Branch 6 taken 42 times.
✗ Branch 7 not taken.
|
42 | framework::master_test_suite().add(ts); |
109 | 42 | } | |
110 | |||
111 | 1 | bool init_function() { | |
112 | // Test all the impulse cost model. Note that we can do it only with humanoids | ||
113 | // as it needs to test the contact wrench cone | ||
114 |
2/2✓ Branch 1 taken 5 times.
✓ Branch 2 taken 1 times.
|
6 | for (std::size_t cost_type = 0; cost_type < ImpulseCostModelTypes::all.size(); |
115 | ++cost_type) { | ||
116 | 35 | for (std::size_t activation_type = 0; | |
117 |
2/2✓ Branch 0 taken 30 times.
✓ Branch 1 taken 5 times.
|
35 | activation_type < |
118 | ActivationModelTypes::ActivationModelQuadraticBarrier; | ||
119 | ++activation_type) { | ||
120 | 30 | register_impulse_cost_model_unit_tests( | |
121 | 30 | ImpulseCostModelTypes::all[cost_type], PinocchioModelTypes::Talos, | |
122 | 30 | ActivationModelTypes::all[activation_type]); | |
123 | 30 | if (ImpulseCostModelTypes::all[cost_type] == | |
124 |
4/4✓ Branch 0 taken 24 times.
✓ Branch 1 taken 6 times.
✓ Branch 2 taken 12 times.
✓ Branch 3 taken 18 times.
|
54 | ImpulseCostModelTypes::CostModelResidualContactForce || |
125 |
2/2✓ Branch 1 taken 6 times.
✓ Branch 2 taken 18 times.
|
24 | ImpulseCostModelTypes::all[cost_type] == |
126 | ImpulseCostModelTypes::CostModelResidualContactFrictionCone) { | ||
127 | 12 | register_impulse_cost_model_unit_tests( | |
128 | 12 | ImpulseCostModelTypes::all[cost_type], PinocchioModelTypes::HyQ, | |
129 | 12 | ActivationModelTypes::all[activation_type]); | |
130 | } | ||
131 | } | ||
132 | } | ||
133 | |||
134 | 1 | return true; | |
135 | } | ||
136 | |||
137 | 1 | int main(int argc, char** argv) { | |
138 | 1 | return ::boost::unit_test::unit_test_main(&init_function, argc, argv); | |
139 | } | ||
140 |