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File: | bindings/python/crocoddyl/multibody/actions/impulse-fwddyn.cpp |
Date: | 2025-03-26 19:23:43 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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80 | .def("createData", &Model::createData, bp::args("self"), |
91 | "Create the impulse forward dynamics differential action data.") | ||
92 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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40 | cl.add_property( |
133 | "pinocchio", | ||
134 | 40 | bp::make_getter(&Data::pinocchio, bp::return_internal_reference<>()), | |
135 | "pinocchio data") | ||
136 |
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40 | .add_property("multibody", |
137 | bp::make_getter(&Data::multibody, | ||
138 | 40 | bp::return_internal_reference<>()), | |
139 | "multibody data") | ||
140 |
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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 |
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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 |
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40 | .add_property( |
151 | "Kinv", | ||
152 | 40 | bp::make_getter(&Data::Kinv, bp::return_internal_reference<>()), | |
153 | "inverse of the KKT matrix") | ||
154 |
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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 |
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20 | CROCODDYL_PYTHON_SCALARS( |
215 | CROCODDYL_ACTION_MODEL_IMPULSE_FWDDYN_PYTHON_BINDINGS) | ||
216 |
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20 | CROCODDYL_PYTHON_SCALARS(CROCODDYL_ACTION_DATA_IMPULSE_FWDDYN_PYTHON_BINDINGS) |
217 | 10 | } | |
218 | |||
219 | } // namespace python | ||
220 | } // namespace crocoddyl | ||
221 |