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| 1 | +# |
| 2 | +# ISC License |
| 3 | +# |
| 4 | +# Copyright (c) 2025, Autonomous Vehicle Systems Lab, University of Colorado at Boulder |
| 5 | +# |
| 6 | +# Permission to use, copy, modify, and/or distribute this software for any |
| 7 | +# purpose with or without fee is hereby granted, provided that the above |
| 8 | +# copyright notice and this permission notice appear in all copies. |
| 9 | +# |
| 10 | +# THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES |
| 11 | +# WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF |
| 12 | +# MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR |
| 13 | +# ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES |
| 14 | +# WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN |
| 15 | +# ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF |
| 16 | +# OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. |
| 17 | + |
| 18 | +from Basilisk.utilities import macros |
| 19 | +from Basilisk.utilities import SimulationBaseClass |
| 20 | + |
| 21 | +try: |
| 22 | + from Basilisk.simulation import mujoco |
| 23 | + from Basilisk.simulation import StatefulSysModel |
| 24 | + couldImportMujoco = True |
| 25 | +except: |
| 26 | + couldImportMujoco = False |
| 27 | + |
| 28 | +import pytest |
| 29 | +import numpy as np |
| 30 | + |
| 31 | +@pytest.mark.skipif(not couldImportMujoco, reason="Compiled Basilisk without --mujoco") |
| 32 | +def test_stateful(): |
| 33 | + """Tests that ``StatefulSysModel`` works as expected. |
| 34 | +
|
| 35 | + We use a simple ``StatefulSysModel`` with a single state. We check |
| 36 | + that said state is registered with the expected name and that its |
| 37 | + value evolves as we would expect. |
| 38 | + """ |
| 39 | + |
| 40 | + # Declared inside, since StatefulSysModel may be undefined if not running with mujoco |
| 41 | + class ExponentialStateModel(StatefulSysModel.StatefulSysModel): |
| 42 | + """A simple model with one state, whose derivative is dx/dt = x*t.""" |
| 43 | + |
| 44 | + def registerStates(self, registerer: StatefulSysModel.DynParamRegisterer): |
| 45 | + """Called once during InitializeSimulation""" |
| 46 | + self.xState = registerer.registerState(1, 1, "x") |
| 47 | + |
| 48 | + def UpdateState(self, CurrentSimNanos): |
| 49 | + """Called at every integrator step""" |
| 50 | + t = macros.NANO2SEC * CurrentSimNanos |
| 51 | + x = self.xState.getState()[0][0] |
| 52 | + self.xState.setDerivative( [[t*x]] ) |
| 53 | + |
| 54 | + |
| 55 | + dt = 0.01 # s |
| 56 | + tf = 1 # s |
| 57 | + |
| 58 | + # Create sim, process, and task |
| 59 | + scSim = SimulationBaseClass.SimBaseClass() |
| 60 | + dynProcess = scSim.CreateNewProcess("test") |
| 61 | + dynProcess.addTask(scSim.CreateNewTask("test", macros.sec2nano(dt))) |
| 62 | + |
| 63 | + scene = mujoco.MJScene("<mujoco/>") # empty scene, no multi-body dynamics |
| 64 | + scSim.AddModelToTask("test", scene) |
| 65 | + |
| 66 | + expState = ExponentialStateModel() |
| 67 | + expState.ModelTag = "testModel" |
| 68 | + |
| 69 | + scene.AddModelToDynamicsTask(expState) |
| 70 | + |
| 71 | + # Run the sim |
| 72 | + scSim.InitializeSimulation() |
| 73 | + expState.xState.setState([[1]]) # initialize state to 1 |
| 74 | + |
| 75 | + # Run for tf seconds |
| 76 | + scSim.ConfigureStopTime(macros.sec2nano(tf)) |
| 77 | + scSim.ExecuteSimulation() |
| 78 | + |
| 79 | + # Check that the state name has the model tag and ID prepended |
| 80 | + expected_name = f"{expState.ModelTag}_{expState.moduleID}_x" |
| 81 | + assert expState.xState.getName() == expected_name, f"{expState.xState.getName()} != {expected_name}" |
| 82 | + |
| 83 | + # The state follows dx/dt=x*t for x(0) = 1 |
| 84 | + # So we expect x(tf=1) to be e^(tf^2/2) |
| 85 | + expected = np.exp( tf**2 / 2 ) |
| 86 | + assert expState.xState.getState()[0][0] == pytest.approx(expected) |
| 87 | + |
| 88 | +if __name__ == "__main__": |
| 89 | + if True: |
| 90 | + test_stateful() |
| 91 | + else: |
| 92 | + pytest.main([__file__]) |
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