Directory: | ./ |
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File: | unittest/test_costs_collision.cpp |
Date: | 2025-01-16 08:47:40 |
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Lines: | 124 | 127 | 97.6% |
Branches: | 269 | 578 | 46.5% |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2021-2023, LAAS-CNRS, University of Edinburgh | ||
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 | #ifdef PINOCCHIO_WITH_HPP_FCL | ||
13 | |||
14 | #include "crocoddyl/multibody/data/multibody.hpp" | ||
15 | #include "factory/cost.hpp" | ||
16 | #include "unittest_common.hpp" | ||
17 | |||
18 | using namespace boost::unit_test; | ||
19 | using namespace crocoddyl::unittest; | ||
20 | |||
21 | //----------------------------------------------------------------------------// | ||
22 | |||
23 | 2 | void test_calc_returns_a_cost(CostModelCollisionTypes::Type cost_type, | |
24 | StateModelTypes::Type state_type) { | ||
25 | // create the model | ||
26 |
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2 | CostModelFactory factory; |
27 | const boost::shared_ptr<crocoddyl::CostModelAbstract>& model = | ||
28 |
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2 | factory.create(cost_type, state_type); |
29 | |||
30 | // Run the print function | ||
31 |
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2 | std::ostringstream tmp; |
32 |
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2 | tmp << *model; |
33 | |||
34 | // create the corresponding data object | ||
35 | const boost::shared_ptr<crocoddyl::StateMultibody>& state = | ||
36 | 2 | boost::static_pointer_cast<crocoddyl::StateMultibody>(model->get_state()); | |
37 | 2 | pinocchio::Model& pinocchio_model = *state->get_pinocchio().get(); | |
38 |
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2 | pinocchio::Data pinocchio_data(pinocchio_model); |
39 |
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2 | crocoddyl::DataCollectorMultibody shared_data(&pinocchio_data); |
40 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data = | ||
41 |
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2 | model->createData(&shared_data); |
42 | 2 | data->cost = nan(""); | |
43 | |||
44 | // Generating random values for the state and control | ||
45 |
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2 | const Eigen::VectorXd x = model->get_state()->rand(); |
46 |
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2 | const Eigen::VectorXd u = Eigen::VectorXd::Random(model->get_nu()); |
47 | |||
48 | // Compute all the pinocchio function needed for the models. | ||
49 |
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2 | crocoddyl::unittest::updateAllPinocchio(&pinocchio_model, &pinocchio_data, x); |
50 | |||
51 | // Getting the cost value computed by calc() | ||
52 |
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2 | model->calc(data, x, u); |
53 | |||
54 | // Checking that calc returns a cost value | ||
55 |
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2 | BOOST_CHECK(!std::isnan(data->cost)); |
56 | 2 | } | |
57 | |||
58 | 2 | void test_calc_against_numdiff(CostModelCollisionTypes::Type cost_type, | |
59 | StateModelTypes::Type state_type) { | ||
60 | // create the model | ||
61 |
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2 | CostModelFactory factory; |
62 | const boost::shared_ptr<crocoddyl::CostModelAbstract>& model = | ||
63 |
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2 | factory.create(cost_type, state_type); |
64 | |||
65 | // create the corresponding data object | ||
66 | const boost::shared_ptr<crocoddyl::StateMultibody>& state = | ||
67 | 2 | boost::static_pointer_cast<crocoddyl::StateMultibody>(model->get_state()); | |
68 | 2 | pinocchio::Model& pinocchio_model = *state->get_pinocchio().get(); | |
69 |
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2 | pinocchio::Data pinocchio_data(pinocchio_model); |
70 |
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2 | crocoddyl::DataCollectorMultibody shared_data(&pinocchio_data); |
71 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data = | ||
72 |
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2 | model->createData(&shared_data); |
73 | |||
74 | // Create the equivalent num diff model and data. | ||
75 |
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2 | crocoddyl::CostModelNumDiff model_num_diff(model); |
76 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data_num_diff = | ||
77 |
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2 | model_num_diff.createData(&shared_data); |
78 | |||
79 | // Generating random values for the state and control | ||
80 |
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2 | const Eigen::VectorXd x = model->get_state()->rand(); |
81 |
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2 | const Eigen::VectorXd u = Eigen::VectorXd::Random(model->get_nu()); |
82 | |||
83 | // Compute all the pinocchio function needed for the models. | ||
84 |
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2 | crocoddyl::unittest::updateAllPinocchio(&pinocchio_model, &pinocchio_data, x); |
85 | |||
86 | // Computing the cost derivatives | ||
87 |
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2 | model->calc(data, x, u); |
88 |
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2 | model_num_diff.calc(data_num_diff, x, u); |
89 | |||
90 | // Checking the partial derivatives against NumDiff | ||
91 |
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2 | BOOST_CHECK(data->cost == data_num_diff->cost); |
92 | 2 | } | |
93 | |||
94 | 2 | void test_partial_derivatives_against_numdiff( | |
95 | CostModelCollisionTypes::Type cost_type, StateModelTypes::Type state_type) { | ||
96 | using namespace boost::placeholders; | ||
97 | |||
98 | // create the model | ||
99 |
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2 | CostModelFactory factory; |
100 | const boost::shared_ptr<crocoddyl::CostModelAbstract>& model = | ||
101 |
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2 | factory.create(cost_type, state_type); |
102 | |||
103 | // create the corresponding data object | ||
104 | const boost::shared_ptr<crocoddyl::StateMultibody>& state = | ||
105 | 2 | boost::static_pointer_cast<crocoddyl::StateMultibody>(model->get_state()); | |
106 | 2 | pinocchio::Model& pinocchio_model = *state->get_pinocchio().get(); | |
107 |
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2 | pinocchio::Data pinocchio_data(pinocchio_model); |
108 |
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2 | crocoddyl::DataCollectorMultibody shared_data(&pinocchio_data); |
109 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data = | ||
110 |
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2 | model->createData(&shared_data); |
111 | |||
112 | // Create the equivalent num diff model and data. | ||
113 |
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2 | crocoddyl::CostModelNumDiff model_num_diff(model); |
114 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data_num_diff = | ||
115 |
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2 | model_num_diff.createData(&shared_data); |
116 | |||
117 | // Generating random values for the state and control | ||
118 |
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2 | const Eigen::VectorXd x = model->get_state()->rand(); |
119 |
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2 | const Eigen::VectorXd u = Eigen::VectorXd::Random(model->get_nu()); |
120 | |||
121 | // Compute all the pinocchio function needed for the models. | ||
122 |
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2 | crocoddyl::unittest::updateAllPinocchio(&pinocchio_model, &pinocchio_data, x); |
123 | |||
124 | // set the function that needs to be called at every step of the numdiff | ||
125 | 2 | std::vector<crocoddyl::CostModelNumDiff::ReevaluationFunction> reevals; | |
126 |
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2 | reevals.push_back(boost::bind(&crocoddyl::unittest::updateAllPinocchio, |
127 | &pinocchio_model, &pinocchio_data, _1, _2)); | ||
128 |
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2 | model_num_diff.set_reevals(reevals); |
129 | |||
130 | // Computing the cost derivatives | ||
131 |
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2 | model->calc(data, x, u); |
132 |
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2 | model->calcDiff(data, x, u); |
133 |
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2 | model_num_diff.calc(data_num_diff, x, u); |
134 |
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2 | model_num_diff.calcDiff(data_num_diff, x, u); |
135 | // Tolerance defined as in | ||
136 | // http://www.it.uom.gr/teaching/linearalgebra/NumericalRecipiesInC/c5-7.pdf | ||
137 | 2 | double tol = std::pow(model_num_diff.get_disturbance(), 1. / 3.); | |
138 |
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2 | BOOST_CHECK((data->Lx - data_num_diff->Lx).isZero(tol)); |
139 |
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2 | BOOST_CHECK((data->Lu - data_num_diff->Lu).isZero(tol)); |
140 |
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2 | if (model_num_diff.get_with_gauss_approx()) { |
141 | // The num diff is not precise enough to be tested here. | ||
142 |
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2 | BOOST_CHECK((data->Lxx - data_num_diff->Lxx).isZero(tol)); |
143 |
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2 | BOOST_CHECK((data->Lxu - data_num_diff->Lxu).isZero(tol)); |
144 |
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2 | BOOST_CHECK((data->Luu - data_num_diff->Luu).isZero(tol)); |
145 | } else { | ||
146 | ✗ | BOOST_CHECK((data_num_diff->Lxx).isZero(tol)); | |
147 | ✗ | BOOST_CHECK((data_num_diff->Lxu).isZero(tol)); | |
148 | ✗ | BOOST_CHECK((data_num_diff->Luu).isZero(tol)); | |
149 | } | ||
150 | 2 | } | |
151 | |||
152 | 2 | void test_dimensions_in_cost_sum(CostModelCollisionTypes::Type cost_type, | |
153 | StateModelTypes::Type state_type) { | ||
154 | // create the model | ||
155 |
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2 | CostModelFactory factory; |
156 | const boost::shared_ptr<crocoddyl::CostModelAbstract>& model = | ||
157 |
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2 | factory.create(cost_type, state_type); |
158 | |||
159 | // create the corresponding data object | ||
160 | const boost::shared_ptr<crocoddyl::StateMultibody>& state = | ||
161 | 2 | boost::static_pointer_cast<crocoddyl::StateMultibody>(model->get_state()); | |
162 | 2 | pinocchio::Model& pinocchio_model = *state->get_pinocchio().get(); | |
163 |
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2 | pinocchio::Data pinocchio_data(pinocchio_model); |
164 |
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2 | crocoddyl::DataCollectorMultibody shared_data(&pinocchio_data); |
165 | |||
166 | // create the cost sum model | ||
167 | 2 | crocoddyl::CostModelSum cost_sum(state, model->get_nu()); | |
168 |
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2 | cost_sum.addCost("myCost", model, 1.); |
169 | |||
170 | // Generating random values for the state and control | ||
171 |
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2 | const Eigen::VectorXd x = state->rand(); |
172 | |||
173 | // Compute all the pinocchio function needed for the models. | ||
174 |
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2 | crocoddyl::unittest::updateAllPinocchio(&pinocchio_model, &pinocchio_data, x); |
175 | |||
176 |
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2 | BOOST_CHECK(model->get_state()->get_nx() == cost_sum.get_state()->get_nx()); |
177 |
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2 | BOOST_CHECK(model->get_state()->get_ndx() == cost_sum.get_state()->get_ndx()); |
178 |
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2 | BOOST_CHECK(model->get_nu() == cost_sum.get_nu()); |
179 |
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2 | BOOST_CHECK(model->get_state()->get_nq() == cost_sum.get_state()->get_nq()); |
180 |
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2 | BOOST_CHECK(model->get_state()->get_nv() == cost_sum.get_state()->get_nv()); |
181 |
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2 | BOOST_CHECK(model->get_activation()->get_nr() == cost_sum.get_nr()); |
182 | 2 | } | |
183 | |||
184 | 2 | void test_partial_derivatives_in_cost_sum( | |
185 | CostModelCollisionTypes::Type cost_type, StateModelTypes::Type state_type) { | ||
186 | // create the model | ||
187 |
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2 | CostModelFactory factory; |
188 | const boost::shared_ptr<crocoddyl::CostModelAbstract>& model = | ||
189 |
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2 | factory.create(cost_type, state_type); |
190 | |||
191 | // create the corresponding data object | ||
192 | const boost::shared_ptr<crocoddyl::StateMultibody>& state = | ||
193 | 2 | boost::static_pointer_cast<crocoddyl::StateMultibody>(model->get_state()); | |
194 | 2 | pinocchio::Model& pinocchio_model = *state->get_pinocchio().get(); | |
195 |
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2 | pinocchio::Data pinocchio_data(pinocchio_model); |
196 |
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2 | crocoddyl::DataCollectorMultibody shared_data(&pinocchio_data); |
197 | const boost::shared_ptr<crocoddyl::CostDataAbstract>& data = | ||
198 |
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2 | model->createData(&shared_data); |
199 | |||
200 | // create the cost sum model | ||
201 | 2 | crocoddyl::CostModelSum cost_sum(state, model->get_nu()); | |
202 |
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2 | cost_sum.addCost("myCost", model, 1.); |
203 | const boost::shared_ptr<crocoddyl::CostDataSum>& data_sum = | ||
204 |
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2 | cost_sum.createData(&shared_data); |
205 | |||
206 | // Generating random values for the state and control | ||
207 |
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2 | const Eigen::VectorXd x = state->rand(); |
208 |
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2 | const Eigen::VectorXd u = Eigen::VectorXd::Random(model->get_nu()); |
209 | |||
210 | // Compute all the pinocchio function needed for the models. | ||
211 |
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2 | crocoddyl::unittest::updateAllPinocchio(&pinocchio_model, &pinocchio_data, x); |
212 | |||
213 | // Computing the cost derivatives | ||
214 |
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2 | model->calc(data, x, u); |
215 |
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2 | model->calcDiff(data, x, u); |
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2 | cost_sum.calc(data_sum, x, u); |
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2 | cost_sum.calcDiff(data_sum, x, u); |
218 | |||
219 |
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2 | BOOST_CHECK((data->Lx - data_sum->Lx).isZero()); |
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2 | BOOST_CHECK((data->Lu - data_sum->Lu).isZero()); |
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2 | BOOST_CHECK((data->Lxx - data_sum->Lxx).isZero()); |
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2 | BOOST_CHECK((data->Lxu - data_sum->Lxu).isZero()); |
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2 | BOOST_CHECK((data->Luu - data_sum->Luu).isZero()); |
224 | 2 | } | |
225 | |||
226 | //----------------------------------------------------------------------------// | ||
227 | |||
228 | 2 | void register_cost_model_unit_tests(CostModelCollisionTypes::Type cost_type, | |
229 | StateModelTypes::Type state_type) { | ||
230 |
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2 | boost::test_tools::output_test_stream test_name; |
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2 | test_name << "test_" << cost_type << "_2norm_barrier_" << state_type; |
232 |
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2 | std::cout << "Running " << test_name.str() << std::endl; |
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2 | test_suite* ts = BOOST_TEST_SUITE(test_name.str()); |
234 |
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2 | ts->add(BOOST_TEST_CASE( |
235 | boost::bind(&test_calc_returns_a_cost, cost_type, state_type))); | ||
236 |
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2 | ts->add(BOOST_TEST_CASE( |
237 | boost::bind(&test_calc_against_numdiff, cost_type, state_type))); | ||
238 |
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2 | ts->add(BOOST_TEST_CASE(boost::bind(&test_partial_derivatives_against_numdiff, |
239 | cost_type, state_type))); | ||
240 |
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2 | ts->add(BOOST_TEST_CASE( |
241 | boost::bind(&test_dimensions_in_cost_sum, cost_type, state_type))); | ||
242 |
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2 | ts->add(BOOST_TEST_CASE(boost::bind(&test_partial_derivatives_in_cost_sum, |
243 | cost_type, state_type))); | ||
244 |
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2 | framework::master_test_suite().add(ts); |
245 | 2 | } | |
246 | |||
247 | 1 | bool init_function() { | |
248 | // Test all costs available with all the activation types with all available | ||
249 | // states types. | ||
250 |
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2 | for (size_t cost_type = 0; cost_type < CostModelCollisionTypes::all.size(); |
251 | ++cost_type) { | ||
252 | 1 | register_cost_model_unit_tests(CostModelCollisionTypes::all[cost_type], | |
253 | StateModelTypes::StateMultibody_HyQ); | ||
254 | 1 | register_cost_model_unit_tests( | |
255 | 1 | CostModelCollisionTypes::all[cost_type], | |
256 | StateModelTypes::StateMultibody_RandomHumanoid); | ||
257 | } | ||
258 | 1 | return true; | |
259 | } | ||
260 | |||
261 | 1 | int main(int argc, char** argv) { | |
262 | 1 | return ::boost::unit_test::unit_test_main(&init_function, argc, argv); | |
263 | } | ||
264 | |||
265 | #else | ||
266 | |||
267 | int main(int, char**) {} | ||
268 | |||
269 | #endif // PINOCCHIO_WITH_HPP_FCL | ||
270 |