Directory: | ./ |
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File: | bindings/python/crocoddyl/core/actuation-base.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 | // Heriot-Watt University | ||
6 | // Copyright note valid unless otherwise stated in individual files. | ||
7 | // All rights reserved. | ||
8 | /////////////////////////////////////////////////////////////////////////////// | ||
9 | |||
10 | #include "python/crocoddyl/core/actuation-base.hpp" | ||
11 | |||
12 | #include "python/crocoddyl/core/core.hpp" | ||
13 | |||
14 | namespace crocoddyl { | ||
15 | namespace python { | ||
16 | |||
17 | template <typename Model> | ||
18 | struct ActuationModelAbstractVisitor | ||
19 | : public bp::def_visitor<ActuationModelAbstractVisitor<Model>> { | ||
20 | typedef typename Model::Scalar Scalar; | ||
21 | typedef typename Model::ActuationModel ActuationModel; | ||
22 | typedef typename Model::ActuationData ActuationData; | ||
23 | typedef typename Model::VectorXs VectorXs; | ||
24 | template <class PyClass> | ||
25 | 40 | void visit(PyClass& cl) const { | |
26 |
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40 | cl.def("calc", pure_virtual(&Model::calc), |
27 | bp::args("self", "data", "x", "u"), | ||
28 | "Compute the actuation signal and actuation set from the " | ||
29 | "joint-torque input u.\n\n" | ||
30 | "It describes the time-continuos evolution of the actuation model.\n" | ||
31 | ":param data: actuation data\n" | ||
32 | ":param x: state point (dim. state.nx)\n" | ||
33 | ":param u: joint-torque input (dim. nu)") | ||
34 |
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80 | .def("calc", |
35 | static_cast<void (ActuationModel::*)( | ||
36 | const std::shared_ptr<ActuationData>&, | ||
37 | const Eigen::Ref<const VectorXs>&)>(&ActuationModel::calc), | ||
38 | bp::args("self", "data", "x"), | ||
39 | "Ignore the computation of the actuation signal and actuation " | ||
40 | "set.\n\n" | ||
41 | "It does not update the actuation signal as this function is used " | ||
42 | "in " | ||
43 | "the\n" | ||
44 | "terminal nodes of an optimal control problem.\n" | ||
45 | ":param data: actuation data\n" | ||
46 | ":param x: state point (dim. state.nx)") | ||
47 |
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80 | .def("calcDiff", pure_virtual(&Model::calcDiff), |
48 | bp::args("self", "data", "x", "u"), | ||
49 | "Compute the Jacobians of the actuation model.\n\n" | ||
50 | "It computes the partial derivatives of the actuation model which " | ||
51 | "is\n" | ||
52 | "describes in continouos time.\n" | ||
53 | ":param data: actuation data\n" | ||
54 | ":param x: state point (dim. state.nx)\n" | ||
55 | ":param u: joint-torque input (dim. nu)") | ||
56 |
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80 | .def("calcDiff", |
57 | static_cast<void (ActuationModel::*)( | ||
58 | const std::shared_ptr<ActuationData>&, | ||
59 | const Eigen::Ref<const VectorXs>&)>(&ActuationModel::calc), | ||
60 | bp::args("self", "data", "x"), | ||
61 | "Ignore the computation of the Jacobians of the actuation " | ||
62 | "function.\n\n" | ||
63 | "It does not update the Jacobians of the actuation function as " | ||
64 | "this " | ||
65 | "function\n" | ||
66 | "is used in the terminal nodes of an optimal control problem.\n" | ||
67 | ":param data: actuation data\n" | ||
68 | ":param x: state point (dim. state.nx)") | ||
69 |
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80 | .def("commands", pure_virtual(&Model::commands), |
70 | bp::args("self", "data", "x", "tau"), | ||
71 | "Compute the joint-torque commands from the generalized " | ||
72 | "torques.\n\n" | ||
73 | "It stores the results in data.u.\n" | ||
74 | ":param data: actuation data\n" | ||
75 | ":param x: state point (dim. state.nx)\n" | ||
76 | ":param tau: generalized torques (dim state.nv)") | ||
77 |
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80 | .def("torqueTransform", &Model::torqueTransform, |
78 | &Model::default_torqueTransform, | ||
79 | bp::args("self", "data", "x", "u"), | ||
80 | "Compute the torque transform from generalized torques to " | ||
81 | "joint-torque inputs.\n\n" | ||
82 | "It stores the results in data.Mtau.\n" | ||
83 | ":param data: actuation data\n" | ||
84 | ":param x: state point (dim. state.nx)\n" | ||
85 | ":param u: joint-torque input (dim nu)") | ||
86 |
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80 | .def("createData", &Model::createData, &Model::default_createData, |
87 | bp::args("self"), | ||
88 | "Create the actuation data.\n\n" | ||
89 | "Each actuation model (AM) has its own data that needs to be " | ||
90 | "allocated.\n" | ||
91 | "This function returns the allocated data for a predefined AM.\n" | ||
92 | ":return AM data.") | ||
93 |
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80 | .add_property("nu", bp::make_function(&Model::get_nu), |
94 | "dimension of joint-torque vector") | ||
95 |
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40 | .add_property( |
96 | "state", | ||
97 | bp::make_function(&Model::get_state, | ||
98 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
99 | "state"); | ||
100 | 40 | } | |
101 | }; | ||
102 | |||
103 | template <typename Data> | ||
104 | struct ActuationDataAbstractVisitor | ||
105 | : public bp::def_visitor<ActuationDataAbstractVisitor<Data>> { | ||
106 | typedef typename Data::Scalar Scalar; | ||
107 | template <class PyClass> | ||
108 | 40 | void visit(PyClass& cl) const { | |
109 |
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40 | cl.add_property( |
110 | 40 | "tau", bp::make_getter(&Data::tau, bp::return_internal_reference<>()), | |
111 | bp::make_setter(&Data::tau), "generalized torques") | ||
112 |
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80 | .add_property( |
113 | 40 | "u", bp::make_getter(&Data::u, bp::return_internal_reference<>()), | |
114 | bp::make_setter(&Data::u), "joint-torque inputs") | ||
115 |
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80 | .add_property( |
116 | "dtau_dx", | ||
117 | 40 | bp::make_getter(&Data::dtau_dx, bp::return_internal_reference<>()), | |
118 | bp::make_setter(&Data::dtau_dx), | ||
119 | "partial derivatives of the actuation model w.r.t. the state point") | ||
120 |
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80 | .add_property( |
121 | "dtau_du", | ||
122 | 40 | bp::make_getter(&Data::dtau_du, bp::return_internal_reference<>()), | |
123 | bp::make_setter(&Data::dtau_du), | ||
124 | "partial derivatives of the actuation model w.r.t. the " | ||
125 | "joint-torque input") | ||
126 |
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80 | .add_property( |
127 | "Mtau", | ||
128 | 40 | bp::make_getter(&Data::Mtau, bp::return_internal_reference<>()), | |
129 | bp::make_setter(&Data::Mtau), | ||
130 | "torque transform from generalized torques to joint-torque input") | ||
131 |
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80 | .add_property( |
132 | "tau_set", | ||
133 | bp::make_getter(&Data::tau_set, | ||
134 | 40 | bp::return_value_policy<bp::return_by_value>()), | |
135 | bp::make_setter(&Data::tau_set), "actuation set"); | ||
136 | 40 | } | |
137 | }; | ||
138 | |||
139 | #define CROCODDYL_ACTUATION_MODEL_ABSTRACT_PYTHON_BINDINGS(Scalar) \ | ||
140 | typedef ActuationModelAbstractTpl<Scalar> Model; \ | ||
141 | typedef ActuationModelAbstractTpl_wrap<Scalar> Model_wrap; \ | ||
142 | typedef StateAbstractTpl<Scalar> State; \ | ||
143 | bp::register_ptr_to_python<std::shared_ptr<Model>>(); \ | ||
144 | bp::class_<Model_wrap, boost::noncopyable>( \ | ||
145 | "ActuationModelAbstract", \ | ||
146 | "Abstract class for actuation-mapping models.\n\n" \ | ||
147 | "An actuation model is a function that maps state x and joint-torque " \ | ||
148 | "inputs u into generalized torques tau, where tau is also named as the " \ | ||
149 | "actuation signal of our system. The computation of the actuation " \ | ||
150 | "signal and its partial derivatives are mainly carried out inside " \ | ||
151 | "calc() and calcDiff(), respectively.", \ | ||
152 | bp::init<std::shared_ptr<State>, std::size_t>( \ | ||
153 | bp::args("self", "state", "nu"), \ | ||
154 | "Initialize the actuation model.\n\n" \ | ||
155 | ":param state: state description,\n" \ | ||
156 | ":param nu: dimension of the joint-torque input")) \ | ||
157 | .def(ActuationModelAbstractVisitor<Model_wrap>()) \ | ||
158 | .def(PrintableVisitor<Model_wrap>()) \ | ||
159 | .def(CopyableVisitor<Model_wrap>()); | ||
160 | |||
161 | #define CROCODDYL_ACTUATION_DATA_ABSTRACT_PYTHON_BINDINGS(Scalar) \ | ||
162 | typedef ActuationDataAbstractTpl<Scalar> Data; \ | ||
163 | typedef ActuationModelAbstractTpl<Scalar> Model; \ | ||
164 | bp::register_ptr_to_python<std::shared_ptr<Data>>(); \ | ||
165 | bp::class_<Data>( \ | ||
166 | "ActuationDataAbstract", \ | ||
167 | "Abstract class for actuation datas.\n\n" \ | ||
168 | "An actuation data contains all the required information for " \ | ||
169 | "processing an user-defined actuation model. The actuation data " \ | ||
170 | "typically is allocated onces by running model.createData().", \ | ||
171 | bp::init<Model*>( \ | ||
172 | bp::args("self", "model"), \ | ||
173 | "Create common data shared between actuation models.\n\n" \ | ||
174 | "The actuation data uses the model in order to first process it.\n" \ | ||
175 | ":param model: actuation model")) \ | ||
176 | .def(ActuationDataAbstractVisitor<Data>()) \ | ||
177 | .def(CopyableVisitor<Data>()); | ||
178 | |||
179 | 10 | void exposeActuationAbstract() { | |
180 |
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20 | CROCODDYL_PYTHON_SCALARS(CROCODDYL_ACTUATION_MODEL_ABSTRACT_PYTHON_BINDINGS) |
181 |
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20 | CROCODDYL_PYTHON_SCALARS(CROCODDYL_ACTUATION_DATA_ABSTRACT_PYTHON_BINDINGS) |
182 | 10 | } | |
183 | |||
184 | } // namespace python | ||
185 | } // namespace crocoddyl | ||
186 |