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File: | bindings/python/crocoddyl/core/activations/quadratic-barrier.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 "crocoddyl/core/activations/quadratic-barrier.hpp" | ||
11 | |||
12 | #include "python/crocoddyl/core/activation-base.hpp" | ||
13 | #include "python/crocoddyl/core/core.hpp" | ||
14 | |||
15 | namespace crocoddyl { | ||
16 | namespace python { | ||
17 | |||
18 | template <typename Bounds> | ||
19 | struct ActivationBoundsVisitor | ||
20 | : public bp::def_visitor<ActivationBoundsVisitor<Bounds>> { | ||
21 | typedef typename Bounds::Scalar Scalar; | ||
22 | template <class PyClass> | ||
23 | 40 | void visit(PyClass& cl) const { | |
24 |
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80 | cl.add_property( |
25 | "lb", bp::make_getter(&Bounds::lb), | ||
26 | 40 | bp::make_setter(&Bounds::lb, bp::return_internal_reference<>()), | |
27 | "lower bounds") | ||
28 |
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80 | .add_property( |
29 | "ub", bp::make_getter(&Bounds::ub), | ||
30 | 40 | bp::make_setter(&Bounds::lb, bp::return_internal_reference<>()), | |
31 | "upper bounds") | ||
32 |
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40 | .add_property("beta", &Bounds::beta, "beta"); |
33 | 40 | } | |
34 | }; | ||
35 | |||
36 | template <typename Model> | ||
37 | struct ActivationModelQuadraticVisitor | ||
38 | : public bp::def_visitor<ActivationModelQuadraticVisitor<Model>> { | ||
39 | typedef typename Model::Scalar Scalar; | ||
40 | template <class PyClass> | ||
41 | 40 | void visit(PyClass& cl) const { | |
42 | 40 | cl.def("calc", &Model::calc, bp::args("self", "data", "r"), | |
43 | "Compute the inequality activation.\n\n" | ||
44 | ":param data: activation data\n" | ||
45 | ":param r: residual vector") | ||
46 |
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80 | .def("calcDiff", &Model::calcDiff, bp::args("self", "data", "r"), |
47 | "Compute the derivatives of inequality activation.\n\n" | ||
48 | ":param data: activation data\n" | ||
49 | "Note that the Hessian is constant, so we don't write again this " | ||
50 | "value. It assumes that calc has been run first.\n" | ||
51 | ":param r: residual vector \n") | ||
52 |
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80 | .def("createData", &Model::createData, bp::args("self"), |
53 | "Create the weighted quadratic action data.") | ||
54 |
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80 | .add_property("bounds", |
55 | bp::make_function(&Model::get_bounds, | ||
56 | 40 | bp::return_internal_reference<>()), | |
57 | bp::make_function(&Model::set_bounds), | ||
58 | "bounds (beta, lower and upper bounds)"); | ||
59 | 40 | } | |
60 | }; | ||
61 | |||
62 | #define CROCODDYL_ACTIVATION_BOUNDS_PYTHON_BINDINGS(Scalar) \ | ||
63 | typedef ActivationBoundsTpl<Scalar> Bounds; \ | ||
64 | typedef typename Bounds::VectorXs VectorXs; \ | ||
65 | bp::register_ptr_to_python<std::shared_ptr<Bounds>>(); \ | ||
66 | bp::class_<Bounds>( \ | ||
67 | "ActivationBounds", \ | ||
68 | "Activation bounds.\n\n" \ | ||
69 | "The activation bounds describe the lower and upper vector plus it " \ | ||
70 | "activation range (between 0 and 1), its default value is 1. Note that " \ | ||
71 | "a full activation is defined by 1 and the activation range is equally " \ | ||
72 | "distributed between the lower and upper bounds.", \ | ||
73 | bp::init<VectorXs, VectorXs, bp::optional<Scalar>>( \ | ||
74 | bp::args("self", "lb", "ub", "beta"), \ | ||
75 | "Initialize the activation bounds.\n\n" \ | ||
76 | ":param lb: lower bounds\n" \ | ||
77 | ":param ub: upper bounds\n" \ | ||
78 | ":param beta: range of activation (between 0 to 1, default 1)")) \ | ||
79 | .def(ActivationBoundsVisitor<Bounds>()) \ | ||
80 | .def(CastVisitor<Bounds>()) \ | ||
81 | .def(PrintableVisitor<Bounds>()) \ | ||
82 | .def(CopyableVisitor<Bounds>()); | ||
83 | |||
84 | #define CROCODDYL_ACTIVATION_MODEL_QUADRATIC_BARRIER_PYTHON_BINDINGS(Scalar) \ | ||
85 | typedef ActivationModelQuadraticBarrierTpl<Scalar> Model; \ | ||
86 | typedef ActivationModelAbstractTpl<Scalar> ModelBase; \ | ||
87 | typedef ActivationBoundsTpl<Scalar> Bounds; \ | ||
88 | bp::register_ptr_to_python<std::shared_ptr<Model>>(); \ | ||
89 | bp::class_<Model, bp::bases<ModelBase>>( \ | ||
90 | "ActivationModelQuadraticBarrier", \ | ||
91 | "Inequality activation model.\n\n" \ | ||
92 | "The activation is zero when r is between the lower (lb) and upper " \ | ||
93 | "(ub) bounds, beta determines how much of the total range is not " \ | ||
94 | "activated. This is the activation equations:\n" \ | ||
95 | "a(r) = 0.5 * ||r||^2 for lb > r > ub\n" \ | ||
96 | "a(r) = 0. for lb <= r <= ub.", \ | ||
97 | bp::init<Bounds>(bp::args("self", "bounds"), \ | ||
98 | "Initialize the activation model.\n\n" \ | ||
99 | ":param bounds: activation bounds")) \ | ||
100 | .def(ActivationModelQuadraticVisitor<Model>()) \ | ||
101 | .def(CastVisitor<Model>()) \ | ||
102 | .def(PrintableVisitor<Model>()) \ | ||
103 | .def(CopyableVisitor<Model>()); | ||
104 | |||
105 | 10 | void exposeActivationQuadraticBarrier() { | |
106 |
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20 | CROCODDYL_PYTHON_SCALARS(CROCODDYL_ACTIVATION_BOUNDS_PYTHON_BINDINGS) |
107 |
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20 | CROCODDYL_PYTHON_SCALARS( |
108 | CROCODDYL_ACTIVATION_MODEL_QUADRATIC_BARRIER_PYTHON_BINDINGS) | ||
109 | 10 | } | |
110 | |||
111 | } // namespace python | ||
112 | } // namespace crocoddyl | ||
113 |