| Directory: | ./ |
|---|---|
| File: | bindings/python/crocoddyl/multibody/actions/impulse-fwddyn.cpp |
| Date: | 2025-03-26 19:23:43 |
| Exec | Total | Coverage | |
|---|---|---|---|
| Lines: | 38 | 38 | 100.0% |
| Branches: | 71 | 142 | 50.0% |
| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | /////////////////////////////////////////////////////////////////////////////// | ||
| 2 | // BSD 3-Clause License | ||
| 3 | // | ||
| 4 | // Copyright (C) 2019-2025, LAAS-CNRS, University of Edinburgh, | ||
| 5 | // University of Oxford, Heriot-Watt University | ||
| 6 | // Copyright note valid unless otherwise stated in individual files. | ||
| 7 | // All rights reserved. | ||
| 8 | /////////////////////////////////////////////////////////////////////////////// | ||
| 9 | |||
| 10 | #include "crocoddyl/multibody/actions/impulse-fwddyn.hpp" | ||
| 11 | |||
| 12 | #include "python/crocoddyl/core/action-base.hpp" | ||
| 13 | #include "python/crocoddyl/multibody/multibody.hpp" | ||
| 14 | |||
| 15 | namespace crocoddyl { | ||
| 16 | namespace python { | ||
| 17 | |||
| 18 | template <typename Model> | ||
| 19 | struct ActionModelImpulseFwdDynamicsVisitor | ||
| 20 | : public bp::def_visitor<ActionModelImpulseFwdDynamicsVisitor<Model>> { | ||
| 21 | typedef typename Model::Scalar Scalar; | ||
| 22 | typedef typename Model::ActionDataAbstract Data; | ||
| 23 | typedef typename Model::StateMultibody State; | ||
| 24 | typedef typename Model::ImpulseModelMultiple Impulses; | ||
| 25 | typedef typename Model::CostModelSum Costs; | ||
| 26 | typedef typename Model::ConstraintModelManager Constraints; | ||
| 27 | typedef typename Model::VectorXs VectorXs; | ||
| 28 | template <class PyClass> | ||
| 29 | 40 | void visit(PyClass& cl) const { | |
| 30 |
2/4✓ Branch 2 taken 20 times.
✗ Branch 3 not taken.
✓ Branch 5 taken 20 times.
✗ Branch 6 not taken.
|
40 | cl.def(bp::init<std::shared_ptr<State>, std::shared_ptr<Impulses>, |
| 31 | std::shared_ptr<Costs>, std::shared_ptr<Constraints>, | ||
| 32 | bp::optional<Scalar, Scalar, bool>>( | ||
| 33 | bp::args("self", "state", "impulses", "costs", "constraints", | ||
| 34 | "r_coeff", "inv_damping", "enable_force"), | ||
| 35 | "Initialize the constrained forward-dynamics action model.\n\n" | ||
| 36 | "The damping factor is needed when the contact Jacobian is not " | ||
| 37 | "full-rank. Otherwise, a good damping factor could be 1e-12. In " | ||
| 38 | "addition, if you have cost based on forces, you need to enable " | ||
| 39 | "the computation of the force Jacobians (i.e., " | ||
| 40 | "enable_force=True).\n" | ||
| 41 | ":param state: multibody state\n" | ||
| 42 | ":param impulses: multiple impulse model\n" | ||
| 43 | ":param costs: stack of cost functions\n" | ||
| 44 | ":param constraints: stack of constraint functions\n" | ||
| 45 | ":param r_coeff: restitution coefficient (default 0.)\n" | ||
| 46 | ":param inv_damping: Damping factor for cholesky decomposition " | ||
| 47 | "of JMinvJt (default 0.)\n" | ||
| 48 | ":param enable_force: Enable the computation of force Jacobians " | ||
| 49 | "(default False)")) | ||
| 50 |
1/2✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
|
80 | .def( |
| 51 | "calc", | ||
| 52 | static_cast<void (Model::*)( | ||
| 53 | const std::shared_ptr<Data>&, const Eigen::Ref<const VectorXs>&, | ||
| 54 | const Eigen::Ref<const VectorXs>&)>(&Model::calc), | ||
| 55 | bp::args("self", "data", "x", "u"), | ||
| 56 | "Compute the next state and cost value.\n\n" | ||
| 57 | "It describes the time-continuous evolution of the multibody " | ||
| 58 | "system with impulse. The impulses are modelled as holonomic " | ||
| 59 | "constraints. Additionally it computes the cost value associated " | ||
| 60 | "to this state and control pair.\n" | ||
| 61 | ":param data: impulse forward-dynamics action data\n" | ||
| 62 | ":param x: time-continuous state vector\n" | ||
| 63 | ":param u: time-continuous control input") | ||
| 64 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
80 | .def("calc", |
| 65 | static_cast<void (Model::*)(const std::shared_ptr<Data>&, | ||
| 66 | const Eigen::Ref<const VectorXs>&)>( | ||
| 67 | &Model::calc), | ||
| 68 | bp::args("self", "data", "x")) | ||
| 69 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
80 | .def( |
| 70 | "calcDiff", | ||
| 71 | static_cast<void (Model::*)( | ||
| 72 | const std::shared_ptr<Data>&, const Eigen::Ref<const VectorXs>&, | ||
| 73 | const Eigen::Ref<const VectorXs>&)>(&Model::calcDiff), | ||
| 74 | bp::args("self", "data", "x", "u"), | ||
| 75 | "Compute the derivatives of the differential multibody system and " | ||
| 76 | "its cost functions.\n\n" | ||
| 77 | "It computes the partial derivatives of the differential multibody " | ||
| 78 | "system and the cost function. It assumes that calc has been run " | ||
| 79 | "first. This function builds a quadratic approximation of the " | ||
| 80 | "action model (i.e. dynamical system and cost function).\n" | ||
| 81 | ":param data: impulse forward-dynamics action data\n" | ||
| 82 | ":param x: time-continuous state vector\n" | ||
| 83 | ":param u: time-continuous control input\n" | ||
| 84 | "") | ||
| 85 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
80 | .def("calcDiff", |
| 86 | static_cast<void (Model::*)(const std::shared_ptr<Data>&, | ||
| 87 | const Eigen::Ref<const VectorXs>&)>( | ||
| 88 | &Model::calcDiff), | ||
| 89 | bp::args("self", "data", "x")) | ||
| 90 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
80 | .def("createData", &Model::createData, bp::args("self"), |
| 91 | "Create the impulse forward dynamics differential action data.") | ||
| 92 |
3/6✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 20 times.
✗ Branch 8 not taken.
|
40 | .add_property("pinocchio", |
| 93 | bp::make_function(&Model::get_pinocchio, | ||
| 94 | 40 | bp::return_internal_reference<>()), | |
| 95 | "multibody model (i.e. pinocchio model)") | ||
| 96 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 97 | "impulses", | ||
| 98 | bp::make_function(&Model::get_impulses, | ||
| 99 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
| 100 | "multiple contact model") | ||
| 101 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 102 | "costs", | ||
| 103 | bp::make_function(&Model::get_costs, | ||
| 104 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
| 105 | "total cost model") | ||
| 106 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 107 | "constraints", | ||
| 108 | bp::make_function(&Model::get_constraints, | ||
| 109 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
| 110 | "constraint model manager") | ||
| 111 |
3/6✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 20 times.
✗ Branch 8 not taken.
|
80 | .add_property("armature", |
| 112 | bp::make_function(&Model::get_armature, | ||
| 113 | 40 | bp::return_internal_reference<>()), | |
| 114 | bp::make_function(&Model::set_armature), | ||
| 115 | "set an armature mechanism in the joints") | ||
| 116 |
3/6✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 20 times.
✗ Branch 8 not taken.
|
80 | .add_property("r_coeff", |
| 117 | bp::make_function(&Model::get_restitution_coefficient), | ||
| 118 | bp::make_function(&Model::set_restitution_coefficient), | ||
| 119 | "Restitution coefficient that describes elastic impacts") | ||
| 120 |
3/6✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
✓ Branch 7 taken 20 times.
✗ Branch 8 not taken.
|
40 | .add_property("JMinvJt_damping", |
| 121 | bp::make_function(&Model::get_damping_factor), | ||
| 122 | bp::make_function(&Model::set_damping_factor), | ||
| 123 | "Damping factor for cholesky decomposition of JMinvJt"); | ||
| 124 | 40 | } | |
| 125 | }; | ||
| 126 | |||
| 127 | template <typename Data> | ||
| 128 | struct ActionDataImpulseFwdDynamicsVisitor | ||
| 129 | : public bp::def_visitor<ActionDataImpulseFwdDynamicsVisitor<Data>> { | ||
| 130 | template <class PyClass> | ||
| 131 | 40 | void visit(PyClass& cl) const { | |
| 132 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | cl.add_property( |
| 133 | "pinocchio", | ||
| 134 | 40 | bp::make_getter(&Data::pinocchio, bp::return_internal_reference<>()), | |
| 135 | "pinocchio data") | ||
| 136 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property("multibody", |
| 137 | bp::make_getter(&Data::multibody, | ||
| 138 | 40 | bp::return_internal_reference<>()), | |
| 139 | "multibody data") | ||
| 140 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 141 | "costs", | ||
| 142 | bp::make_getter(&Data::costs, | ||
| 143 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
| 144 | "total cost data") | ||
| 145 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 146 | "constraints", | ||
| 147 | bp::make_getter(&Data::constraints, | ||
| 148 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
| 149 | "constraint data") | ||
| 150 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 151 | "Kinv", | ||
| 152 | 40 | bp::make_getter(&Data::Kinv, bp::return_internal_reference<>()), | |
| 153 | "inverse of the KKT matrix") | ||
| 154 |
2/4✓ Branch 1 taken 20 times.
✗ Branch 2 not taken.
✓ Branch 4 taken 20 times.
✗ Branch 5 not taken.
|
40 | .add_property( |
| 155 | "df_dx", | ||
| 156 | 40 | bp::make_getter(&Data::df_dx, bp::return_internal_reference<>()), | |
| 157 | "Jacobian of the contact impulse"); | ||
| 158 | 40 | } | |
| 159 | }; | ||
| 160 | |||
| 161 | #define CROCODDYL_ACTION_MODEL_IMPULSE_FWDDYN_PYTHON_BINDINGS(Scalar) \ | ||
| 162 | typedef ActionModelImpulseFwdDynamicsTpl<Scalar> Model; \ | ||
| 163 | typedef ActionModelAbstractTpl<Scalar> ModelBase; \ | ||
| 164 | typedef typename Model::StateMultibody State; \ | ||
| 165 | typedef typename Model::ImpulseModelMultiple Impulses; \ | ||
| 166 | typedef typename Model::CostModelSum Costs; \ | ||
| 167 | bp::register_ptr_to_python<std::shared_ptr<Model>>(); \ | ||
| 168 | bp::class_<Model, bp::bases<ModelBase>>( \ | ||
| 169 | "ActionModelImpulseFwdDynamics", \ | ||
| 170 | "Action model for impulse forward dynamics in multibody systems.\n\n" \ | ||
| 171 | "The impulse is modelled as holonomic constraits in the contact frame. " \ | ||
| 172 | "There is also a custom implementation in case of system with " \ | ||
| 173 | "armatures. If you want to include the armature, you need to use " \ | ||
| 174 | "set_armature(). On the other hand, the stack of cost functions are " \ | ||
| 175 | "implemented in CostModelSum().", \ | ||
| 176 | bp::init<std::shared_ptr<State>, std::shared_ptr<Impulses>, \ | ||
| 177 | std::shared_ptr<Costs>, bp::optional<Scalar, Scalar, bool>>( \ | ||
| 178 | bp::args("self", "state", " impulses", "costs", "r_coeff", \ | ||
| 179 | "inv_damping", "enable_force"), \ | ||
| 180 | "Initialize the impulse forward-dynamics action model.\n\n" \ | ||
| 181 | "The damping factor is needed when the contact Jacobian is not " \ | ||
| 182 | "full-rank. Otherwise, a good damping factor could be 1e-12. In " \ | ||
| 183 | "addition, if you have cost based on forces, you need to enable " \ | ||
| 184 | "the computation of the force Jacobians (i.e., " \ | ||
| 185 | "enable_force=True).\n" \ | ||
| 186 | ":param state: multibody state\n" \ | ||
| 187 | ":param impulses: multiple impulse model\n" \ | ||
| 188 | ":param costs: stack of cost functions\n" \ | ||
| 189 | ":param r_coeff: restitution coefficient (default 0.)\n" \ | ||
| 190 | ":param inv_damping: Damping factor for cholesky decomposition of " \ | ||
| 191 | "JMinvJt (default 0.)\n" \ | ||
| 192 | ":param enable_force: Enable the computation of force Jacobians " \ | ||
| 193 | "(default False)")) \ | ||
| 194 | .def(ActionModelImpulseFwdDynamicsVisitor<Model>()) \ | ||
| 195 | .def(CastVisitor<Model>()) \ | ||
| 196 | .def(PrintableVisitor<Model>()) \ | ||
| 197 | .def(CopyableVisitor<Model>()); | ||
| 198 | |||
| 199 | #define CROCODDYL_ACTION_DATA_IMPULSE_FWDDYN_PYTHON_BINDINGS(Scalar) \ | ||
| 200 | typedef ActionDataImpulseFwdDynamicsTpl<Scalar> Data; \ | ||
| 201 | typedef ActionDataAbstractTpl<Scalar> DataBase; \ | ||
| 202 | typedef ActionModelImpulseFwdDynamicsTpl<Scalar> Model; \ | ||
| 203 | bp::register_ptr_to_python<std::shared_ptr<Data>>(); \ | ||
| 204 | bp::class_<Data, bp::bases<DataBase>>( \ | ||
| 205 | "ActionDataImpulseFwdDynamics", \ | ||
| 206 | "Action data for the impulse forward dynamics system.", \ | ||
| 207 | bp::init<Model*>(bp::args("self", "model"), \ | ||
| 208 | "Create impulse forward-dynamics action data.\n\n" \ | ||
| 209 | ":param model: impulse forward-dynamics action model")) \ | ||
| 210 | .def(ActionDataImpulseFwdDynamicsVisitor<Data>()) \ | ||
| 211 | .def(CopyableVisitor<Data>()); | ||
| 212 | |||
| 213 | 10 | void exposeActionImpulseFwdDynamics() { | |
| 214 |
17/34✓ Branch 3 taken 10 times.
✗ Branch 4 not taken.
✓ Branch 6 taken 10 times.
✗ Branch 7 not taken.
✓ Branch 9 taken 10 times.
✗ Branch 10 not taken.
✓ Branch 12 taken 10 times.
✗ Branch 13 not taken.
✓ Branch 15 taken 10 times.
✗ Branch 16 not taken.
✓ Branch 18 taken 10 times.
✗ Branch 19 not taken.
✓ Branch 24 taken 10 times.
✗ Branch 25 not taken.
✓ Branch 27 taken 10 times.
✗ Branch 28 not taken.
✓ Branch 30 taken 10 times.
✗ Branch 31 not taken.
✓ Branch 35 taken 10 times.
✗ Branch 36 not taken.
✓ Branch 38 taken 10 times.
✗ Branch 39 not taken.
✓ Branch 41 taken 10 times.
✗ Branch 42 not taken.
✓ Branch 44 taken 10 times.
✗ Branch 45 not taken.
✓ Branch 47 taken 10 times.
✗ Branch 48 not taken.
✓ Branch 50 taken 10 times.
✗ Branch 51 not taken.
✓ Branch 53 taken 10 times.
✗ Branch 54 not taken.
✓ Branch 56 taken 10 times.
✗ Branch 57 not taken.
|
20 | CROCODDYL_PYTHON_SCALARS( |
| 215 | CROCODDYL_ACTION_MODEL_IMPULSE_FWDDYN_PYTHON_BINDINGS) | ||
| 216 |
13/26✓ Branch 3 taken 10 times.
✗ Branch 4 not taken.
✓ Branch 6 taken 10 times.
✗ Branch 7 not taken.
✓ Branch 9 taken 10 times.
✗ Branch 10 not taken.
✓ Branch 12 taken 10 times.
✗ Branch 13 not taken.
✓ Branch 18 taken 10 times.
✗ Branch 19 not taken.
✓ Branch 21 taken 10 times.
✗ Branch 22 not taken.
✓ Branch 24 taken 10 times.
✗ Branch 25 not taken.
✓ Branch 29 taken 10 times.
✗ Branch 30 not taken.
✓ Branch 32 taken 10 times.
✗ Branch 33 not taken.
✓ Branch 35 taken 10 times.
✗ Branch 36 not taken.
✓ Branch 38 taken 10 times.
✗ Branch 39 not taken.
✓ Branch 41 taken 10 times.
✗ Branch 42 not taken.
✓ Branch 44 taken 10 times.
✗ Branch 45 not taken.
|
20 | CROCODDYL_PYTHON_SCALARS(CROCODDYL_ACTION_DATA_IMPULSE_FWDDYN_PYTHON_BINDINGS) |
| 217 | 10 | } | |
| 218 | |||
| 219 | } // namespace python | ||
| 220 | } // namespace crocoddyl | ||
| 221 |