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File: | bindings/python/crocoddyl/multibody/states/multibody.cpp |
Date: | 2025-01-16 08:47:40 |
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1 | /////////////////////////////////////////////////////////////////////////////// | ||
2 | // BSD 3-Clause License | ||
3 | // | ||
4 | // Copyright (C) 2019-2023, 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/multibody/states/multibody.hpp" | ||
11 | |||
12 | #include "python/crocoddyl/core/state-base.hpp" | ||
13 | #include "python/crocoddyl/multibody/multibody.hpp" | ||
14 | #include "python/crocoddyl/utils/copyable.hpp" | ||
15 | |||
16 | namespace crocoddyl { | ||
17 | namespace python { | ||
18 | |||
19 | 10 | void exposeStateMultibody() { | |
20 | 10 | bp::register_ptr_to_python<boost::shared_ptr<crocoddyl::StateMultibody> >(); | |
21 | |||
22 |
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10 | bp::class_<StateMultibody, bp::bases<StateAbstract> >( |
23 | "StateMultibody", | ||
24 | "Multibody state defined using Pinocchio.\n\n" | ||
25 | "Pinocchio defines operators for integrating or differentiating the " | ||
26 | "robot's\n" | ||
27 | "configuration space. And here we assume that the state is defined by " | ||
28 | "the\n" | ||
29 | "robot's configuration and its joint velocities (x=[q,v]). Generally " | ||
30 | "speaking,\n" | ||
31 | "q lies on the manifold configuration manifold (M) and v in its tangent " | ||
32 | "space\n" | ||
33 | "(Tx M). Additionally the Pinocchio allows us to compute analytically " | ||
34 | "the\n" | ||
35 | "Jacobians for the differentiate and integrate operators. Note that this " | ||
36 | "code\n" | ||
37 | "can be reused in any robot that is described through its Pinocchio " | ||
38 | "model.", | ||
39 |
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10 | bp::init<boost::shared_ptr<pinocchio::Model> >( |
40 | 10 | bp::args("self", "pinocchioModel"), | |
41 | "Initialize the multibody state given a Pinocchio model.\n\n" | ||
42 | ":param pinocchioModel: pinocchio model (i.e. multibody model)") | ||
43 |
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20 | [bp::with_custodian_and_ward<1, 2>()]) |
44 |
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20 | .def("zero", &StateMultibody::zero, bp::args("self"), |
45 | "Return the neutral robot configuration with zero velocity.\n\n" | ||
46 | ":return neutral robot configuration with zero velocity") | ||
47 |
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20 | .def("rand", &StateMultibody::rand, bp::args("self"), |
48 | "Return a random reference state.\n\n" | ||
49 | ":return random reference state") | ||
50 |
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20 | .def("diff", &StateMultibody::diff_dx, bp::args("self", "x0", "x1"), |
51 | "Operator that differentiates the two robot states.\n\n" | ||
52 | "It returns the value of x1 [-] x0 operation. This operator uses " | ||
53 | "the Lie\n" | ||
54 | "algebra since the robot's root could lie in the SE(3) manifold.\n" | ||
55 | ":param x0: current state (dim state.nx()).\n" | ||
56 | ":param x1: next state (dim state.nx()).\n" | ||
57 | ":return x1 - x0 value (dim state.nx()).") | ||
58 |
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10 | .def("integrate", &StateMultibody::integrate_x, |
59 |
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20 | bp::args("self", "x", "dx"), |
60 | "Operator that integrates the current robot state.\n\n" | ||
61 | "It returns the value of x [+] dx operation. This operator uses the " | ||
62 | "Lie\n" | ||
63 | "algebra since the robot's root could lie in the SE(3) manifold.\n" | ||
64 | "Futhermore there is no timestep here (i.e. dx = v*dt), note this " | ||
65 | "if you're\n" | ||
66 | "integrating a velocity v during an interval dt.\n" | ||
67 | ":param x: current state (dim state.nx()).\n" | ||
68 | ":param dx: displacement of the state (dim state.ndx()).\n" | ||
69 | ":return x + dx value (dim state.nx()).") | ||
70 |
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10 | .def( |
71 | "Jdiff", &StateMultibody::Jdiff_Js, | ||
72 |
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10 | Jdiffs( |
73 |
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20 | bp::args("self", "x0", "x1", "firstsecond"), |
74 | "Compute the partial derivatives of the diff operator.\n\n" | ||
75 | "Both Jacobian matrices are represented throught an identity " | ||
76 | "matrix, with the exception\n" | ||
77 | "that the robot's root is defined as free-flying joint (SE(3)). " | ||
78 | "By default, this\n" | ||
79 | "function returns the derivatives of the first and second " | ||
80 | "argument (i.e.\n" | ||
81 | "firstsecond='both'). However we ask for a specific partial " | ||
82 | "derivative by setting\n" | ||
83 | "firstsecond='first' or firstsecond='second'.\n" | ||
84 | ":param x0: current state (dim state.nx()).\n" | ||
85 | ":param x1: next state (dim state.nx()).\n" | ||
86 | ":param firstsecond: derivative w.r.t x0 or x1 or both\n" | ||
87 | ":return the partial derivative(s) of the diff(x0, x1) function")) | ||
88 |
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10 | .def("Jintegrate", &StateMultibody::Jintegrate_Js, |
89 |
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10 | Jintegrates( |
90 |
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20 | bp::args("self", "x", "dx", "firstsecond"), |
91 | "Compute the partial derivatives of arithmetic addition.\n\n" | ||
92 | "Both Jacobian matrices are represented throught an identity " | ||
93 | "matrix. with the exception\n" | ||
94 | "that the robot's root is defined as free-flying joint (SE(3)). " | ||
95 | "By default, this\n" | ||
96 | "function returns the derivatives of the first and second " | ||
97 | "argument (i.e.\n" | ||
98 | "firstsecond='both'). However we ask for a specific partial " | ||
99 | "derivative by setting\n" | ||
100 | "firstsecond='first' or firstsecond='second'.\n" | ||
101 | ":param x: current state (dim state.nx()).\n" | ||
102 | ":param dx: displacement of the state (dim state.ndx()).\n" | ||
103 | ":param firstsecond: derivative w.r.t x or dx or both\n" | ||
104 | ":return the partial derivative(s) of the integrate(x, dx) " | ||
105 | "function")) | ||
106 |
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10 | .def("JintegrateTransport", &StateMultibody::JintegrateTransport, |
107 |
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20 | bp::args("self", "x", "dx", "Jin", "firstsecond"), |
108 | "Parallel transport from integrate(x, dx) to x.\n\n" | ||
109 | "This function performs the parallel transportation of an input " | ||
110 | "matrix whose columns\n" | ||
111 | "are expressed in the tangent space at integrate(x, dx) to the " | ||
112 | "tangent space at x point\n" | ||
113 | ":param x: state point (dim. state.nx).\n" | ||
114 | ":param dx: velocity vector (dim state.ndx).\n" | ||
115 | ":param Jin: input matrix (number of rows = state.nv).\n" | ||
116 | ":param firstsecond: derivative w.r.t x or dx") | ||
117 |
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10 | .add_property( |
118 | "pinocchio", | ||
119 |
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10 | bp::make_function(&StateMultibody::get_pinocchio, |
120 | 10 | bp::return_value_policy<bp::return_by_value>()), | |
121 | "pinocchio model") | ||
122 |
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10 | .def(CopyableVisitor<StateMultibody>()); |
123 | 10 | } | |
124 | |||
125 | } // namespace python | ||
126 | } // namespace crocoddyl | ||
127 |