Source code for test_thrForceMapping


# ISC License
#
# Copyright (c) 2016, Autonomous Vehicle Systems Lab, University of Colorado at Boulder
#
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# OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.


#
#   Unit Test Script
#   Module Name:        thrForceMapping
#   Author:             Hanspeter Schaub
#   Creation Date:      July 4, 2016
#
import inspect
import os

filename = inspect.getframeinfo(inspect.currentframe()).filename
path = os.path.dirname(os.path.abspath(filename))

import pytest

# Import all of the modules that we are going to be called in this simulation
from Basilisk.utilities import SimulationBaseClass
from Basilisk.utilities import unitTestSupport                  # general support file with common unit test functions
from Basilisk.fswAlgorithms import thrForceMapping
from Basilisk.utilities import macros
from Basilisk.utilities import fswSetupThrusters
from Basilisk.utilities import simHelpers
from Basilisk.architecture import messaging

import numpy as np


# Uncomment this line is this test is to be skipped in the global unit test run, adjust message as needed.
# @pytest.mark.skipif(conditionstring)
# Uncomment this line if this test has an expected failure, adjust message as needed.
# @pytest.mark.xfail(conditionstring)
# Provide a unique test method name, starting with 'test_'.
# The following 'parametrize' function decorator provides the parameters and expected results for each
#   of the multiple test runs for this test.

[docs] @pytest.mark.parametrize("useDVThruster", [True, False]) @pytest.mark.parametrize(["useCOMOffset","dropThruster", "use2ndLoop"],[ (False, 0, False), (False, 1, True), (False, 2, True), # Any time we drop a thruster we should recompute the solution (True, 0, False)]) # We don't handle the case where there is a dropped thruster and and COM offset--see performance analysis. @pytest.mark.parametrize("asymmetricDrop", [False]) @pytest.mark.parametrize("numControlAxis", [1, 2, 3]) @pytest.mark.parametrize("saturateThrusters", [0,1,2]) @pytest.mark.parametrize("misconfigThruster", [False]) # update "module" in this function name to reflect the module name def test_module(show_plots, useDVThruster, useCOMOffset, dropThruster, asymmetricDrop, numControlAxis, saturateThrusters, misconfigThruster, use2ndLoop): """Module Unit Test""" # each test method requires a single assert method to be called [testResults, testMessage] = thrusterForceTest(show_plots, useDVThruster, useCOMOffset, dropThruster, asymmetricDrop, numControlAxis, saturateThrusters, misconfigThruster, use2ndLoop) assert testResults < 1, testMessage
def thrusterForceTest(show_plots, useDVThruster, useCOMOffset, dropThruster, asymmetricDrop, numControlAxis, saturateThrusters, misconfigThruster,use2ndLoop): testFailCount = 0 # zero unit test result counter testMessages = [] # create empty array to store test log messages unitTaskName = "unitTask" # arbitrary name (don't change) unitProcessName = "TestProcess" # arbitrary name (don't change) # Create a sim module as an empty container unitTestSim = SimulationBaseClass.SimBaseClass() # Create test thread testProcessRate = macros.sec2nano(0.5) # update process rate update time testProc = unitTestSim.CreateNewProcess(unitProcessName) testProc.addTask(unitTestSim.CreateNewTask(unitTaskName, testProcessRate)) # Construct algorithm and associated C++ container module = thrForceMapping.thrForceMapping() module.ModelTag = "thrForceMapping" # Add test module to runtime call list unitTestSim.AddModelToTask(unitTaskName, module) # Initialize the test module configuration data module.use2ndLoop = use2ndLoop # write vehicle configuration message vehicleConfigOut = messaging.VehicleConfigMsgPayload() if useCOMOffset == 1: CoM_B = [0.03,0.001,0.02] else: CoM_B = [0,0,0] vehicleConfigOut.CoM_B = CoM_B vcInMsg = messaging.VehicleConfigMsg().write(vehicleConfigOut) # Create input message and size it because the regular creator of that message # is not part of the test. inputMessageData = messaging.CmdTorqueBodyMsgPayload() # Create a structure for the input message requestedTorque = [1.0, -0.5, 0.7] # Set up a list as a 3-vector if saturateThrusters>0: # default angErrThresh is 0, thus this should trigger scaling requestedTorque = [10.0, -5.0, 7.0] if saturateThrusters==2: # angle is set and small enough to trigger scaling module.angErrThresh = 10.0*macros.D2R if saturateThrusters==3: # angle is too large enough to trigger scaling module.angErrThresh = 40.0*macros.D2R inputMessageData.torqueRequestBody = requestedTorque # write torque request to input message cmdTorqueInMsg = messaging.CmdTorqueBodyMsg().write(inputMessageData) module.epsilon = 0.0005 fswSetupThrusters.clearSetup() MAX_EFF_CNT = messaging.MAX_EFF_CNT rcsLocationData = np.zeros((MAX_EFF_CNT, 3)) rcsDirectionData = np.zeros((MAX_EFF_CNT, 3)) controlAxes_B = np.array([ [1, 0, 0], [0, 1, 0], [0, 0, 1] ]) controlAxes_B = controlAxes_B[0:numControlAxis] if len(controlAxes_B) == 0: controlAxes_B = np.array([[]]) controlAxes_B = np.reshape(controlAxes_B, (1, 3 * numControlAxis)) module.controlAxes_B = controlAxes_B[0].tolist() if useDVThruster: # DV thruster setup module.thrForceSign = -1 numThrusters = 6 rcsLocationData[0:6] = [ \ [0, 0.413, -0.1671], [0, -0.413, -0.1671], [0.35766849176297305, 0.20650000000000013, -0.1671], [0.3576684917629732, -0.20649999999999988, -0.1671], [-0.35766849176297333, 0.20649999999999968, -0.1671], [-0.35766849176297305, -0.20650000000000018, -0.1671] \ ] rcsDirectionData[0:6] = [ \ [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0], [0.0, 0.0, 1.0] \ ] else: # RCS thruster setup module.thrForceSign = +1 numThrusters = 8 rcsLocationData[0:8] = [ \ [-0.86360, -0.82550, 1.79070], [-0.82550, -0.86360, 1.79070], [0.82550, 0.86360, 1.79070], [0.86360, 0.82550, 1.79070], [-0.86360, -0.82550, -1.79070], [-0.82550, -0.86360, -1.79070], [0.82550, 0.86360, -1.79070], [0.86360, 0.82550, -1.79070] \ ] rcsDirectionData[0:8] = [ \ [1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, -1.0, 0.0], [-1.0, 0.0, 0.0], [1.0, 0.0, 0.0], [0.0, 1.0, 0.0], [0.0, -1.0, 0.0], [-1.0, 0.0, 0.0] \ ] if dropThruster > 0: if (dropThruster % 2==0) and asymmetricDrop: # Drop thrusters that don't share the same torque direction removedThrusters = 0 for i in range(0, numThrusters, 2): rcsLocationData[i] = [0.0, 0.0, 0.0] rcsDirectionData[i] = [0.0, 0.0, 0.0] removedThrusters += 1 if removedThrusters < dropThruster: rcsLocationData[1] = [0.0, 0.0, 0.0] removedThrusters += 1 else: for i in range(dropThruster): rcsLocationData[numThrusters - 1 - i, :] = [0.0, 0.0, 0.0] rcsDirectionData[numThrusters - 1 - i, :] = [0.0, 0.0, 0.0] indices = [] for i in range(numThrusters): if np.linalg.norm(rcsLocationData[i]) == 0: indices = np.append(indices, i) offset = 0 for i in indices: idx = (int) (i - offset) rcsLocationData = np.delete(rcsLocationData, idx, axis=0) rcsDirectionData = np.delete(rcsDirectionData, idx, axis=0) rcsLocationData = np.append(rcsLocationData,[[0.0, 0.0, 0.0]], axis=0) rcsDirectionData = np.append(rcsDirectionData, [[0.0, 0.0, 0.0]], axis=0) offset = offset + 1 numThrusters = numThrusters - dropThruster maxThrust = 0.95 if useDVThruster: maxThrust = 10.0 for i in range(numThrusters): if misconfigThruster and i == 0: maxThrustConfig = 0.0 else: maxThrustConfig = maxThrust fswSetupThrusters.create(rcsLocationData[i], rcsDirectionData[i], maxThrustConfig) thrConfigInMsg = fswSetupThrusters.writeConfigMessage() # Setup logging on the test module output message so that we get all the writes to it dataLog = module.thrForceCmdOutMsg.recorder() unitTestSim.AddModelToTask(unitTaskName, dataLog) # connect messages module.cmdTorqueInMsg.subscribeTo(cmdTorqueInMsg) module.thrConfigInMsg.subscribeTo(thrConfigInMsg) module.vehConfigInMsg.subscribeTo(vcInMsg) # Need to call the self-init and cross-init methods unitTestSim.InitializeSimulation() # Set the simulation time. # NOTE: the total simulation time may be longer than this value. The # simulation is stopped at the next logging event on or after the # simulation end time. unitTestSim.ConfigureStopTime(macros.sec2nano(0.5)) # seconds to stop simulation # Begin the simulation time run set above unitTestSim.ExecuteSimulation() # This pulls the actual data log from the simulation run. moduleOutput = dataLog.thrForce if misconfigThruster: return [testFailCount, ''.join(testMessages)] # We don't handle cases where a thruster is configured incorrectly. if useDVThruster and numControlAxis == 3: return [testFailCount, ''.join(testMessages)] # 3 control axes doesn't work for dv thrusters (only two axes controllable) results = thrForceMapping.Results_thrForceMapping(requestedTorque, module.controlAxes_B, vehicleConfigOut.CoM_B, rcsLocationData, rcsDirectionData, module.thrForceSign, module.thrForcMag, module.angErrThresh, numThrusters, module.epsilon, use2ndLoop) F, DNew = results.results_thrForceMapping() trueVector = np.zeros((2, MAX_EFF_CNT)) trueVector[0,:] = F trueVector[1,:] = F C = np.reshape(controlAxes_B, (numControlAxis, 3)) CT = np.transpose(C) D = np.cross(rcsDirectionData,rcsLocationData-CoM_B) receivedTorque = -1.0*np.array([np.matmul(np.transpose(D), np.transpose(moduleOutput[0]))]) receivedTorque = np.append(np.array([]), receivedTorque) Lr_offset = np.array([0.0, 0.0, 0.0]) Lr_B = np.array([0.0, 0.0, 0.0]) for i in range(0,numThrusters): if module.thrForceSign < 0 and module.thrForcMag[i] >= 0: Lr_offset -= module.thrForcMag[i]*np.cross(rcsLocationData[i,:]-CoM_B,rcsDirectionData[i,:]) # off pulsing Lr_B = requestedTorque + Lr_offset # This computes the requested torque direction and the received torque directions Lr_Req_B_Unit = Lr_B / np.linalg.norm(Lr_B) Lr_Rec_B_Unit = receivedTorque / np.linalg.norm(receivedTorque) # This is the requested and recieved torque projected onto the control axes Lr_Req_Bar_B = np.matmul(CT, np.matmul(C, Lr_B)) Lr_Rec_Bar_B = np.matmul(CT, np.matmul(C, receivedTorque)) # This computes the projected requested and received control torque directions Lr_Req_Bar_B_Unit = Lr_Req_Bar_B/np.linalg.norm(Lr_Req_Bar_B) Lr_Rec_Bar_B_Unit = Lr_Rec_Bar_B/np.linalg.norm(Lr_Rec_Bar_B) if np.linalg.norm(Lr_Rec_Bar_B) == 0.0: Lr_Rec_Bar_B_Unit = [0.0, 0.0, 0.0] accuracy = 1E-6 # Check that Python Math and C Math are Identical testFailCount, testMessages = unitTestSupport.compareArrayND(np.array([F]), np.array([moduleOutput[0]]), accuracy, "CompareForces", MAX_EFF_CNT, testFailCount, testMessages) # Checks to make sure that no forces are negative if not useDVThruster and np.any(moduleOutput[0] < 0): testFailCount += 1 print("A negative force exists in the C RCS solution. This is not allowed!\n") if not useDVThruster and np.any(F < 0): testFailCount += 1 print("A negative force exists in the Python RCS solution. This is not allowed!\n") if testFailCount > 0: return [testFailCount, ''.join(testMessages)] # Check that Torques are Sensible print("\nReq Lr_Bar [B]: " + str(Lr_Req_Bar_B)) print("Rec Lr_Bar [B]: " + str(Lr_Rec_Bar_B)) testFailCount, testMessages = unitTestSupport.compareArrayND(np.array([Lr_Req_Bar_B_Unit]), np.array([Lr_Rec_Bar_B_Unit]), accuracy, "CompareTorques", 3, testFailCount, testMessages) snippetName = "LrData_" + str(useDVThruster) + "_" + str(dropThruster) + "_" + str(numControlAxis) + "_" + str(useCOMOffset) + "____" + str(asymmetricDrop) + "_" + str(saturateThrusters) + "_" + str(misconfigThruster) snippetTex = "DV Thrusters:\t" + str(useDVThruster) + "\n" snippetTex += "Number of Dropped Thrusters:\t" + str(dropThruster)+ "\n" snippetTex += "Number of Control Axes:\t" + str(numControlAxis) + "\n" snippetTex += "COM Offset:\t" + str(useCOMOffset) + "\n\n" snippetTex += "Was the drop asymmetric about the COM?\t" + str(asymmetricDrop) + "\n" snippetTex += "Number of Saturated Thrusters:\t" + str(saturateThrusters) + "\n" snippetTex += "Misconfigured Thruster?:\t" + str(misconfigThruster) + "\n\n" snippetTex += "Original [B]:\t" + str(requestedTorque) + "\n" snippetTex += "Requested (Original + Offset) [B]:\t" + str(Lr_B) + "\n" snippetTex += "Received [B]:\t\t" + str(receivedTorque) + "\n\n" snippetTex += "Requested Unit:\t\t" + str(Lr_Req_B_Unit) + "\n" snippetTex += "Received Unit:\t\t" + str(Lr_Rec_B_Unit) + "\n\n" snippetTex += "Requested On Control Axes (Original + Offset) [B]:\t" + str(Lr_Req_Bar_B) + "\n" snippetTex += "Received On Control Axes [B]:\t\t" + str(Lr_Rec_Bar_B) + "\n\n" snippetTex += "Requested On Control Axes Unit:\t\t" + str(Lr_Req_Bar_B_Unit) + "\n" snippetTex += "Received On Control Axes Unit:\t\t" + str(Lr_Rec_Bar_B_Unit) + "\n\n" snippetTex += "D-Matrix:\n" + str(D) + "\n\n" snippetTex += "Forces:\n" + str(np.transpose(F)) + "\n\n" directory = "Nom/UnitVec/" # Any solutions that dont have the correct torque, but do have the correct unit direction are called successful. if testFailCount > 0: simHelpers.writeTeXSnippet(directory+"Failed/"+snippetName, snippetTex, path) print("FAILED: " + module.ModelTag) testMessages.append("FAILED: " + module.ModelTag + " Module failed unit test at t=" + str(dataLog.times()[0] * macros.NANO2SEC) + "sec\n") else: simHelpers.writeTeXSnippet(directory+"/Passed/" + snippetName, snippetTex, path) print("PASSED: " + module.ModelTag) simHelpers.writeTeXSnippet('toleranceValue', str(accuracy), path) snippentName = "passFail_" + str(useDVThruster) + "_" + str(useCOMOffset) + "_" + str(dropThruster) + "_" + str( numControlAxis) + "_" + str(saturateThrusters) + "_" + str(misconfigThruster) if testFailCount == 0: colorText = 'ForestGreen' print("PASSED: " + module.ModelTag) passedText = r'\textcolor{' + colorText + '}{' + "PASSED" + '}' else: colorText = 'Red' print("Failed: " + module.ModelTag) passedText = r'\textcolor{' + colorText + '}{' + "Failed" + '}' simHelpers.writeTeXSnippet(snippentName, passedText, path) if testFailCount > 0: print("Python:\t " + str(F)) print("C: \t:" + str(moduleOutput[0])) return [testFailCount, ''.join(testMessages)] # # This statement below ensures that the unitTestScript can be run as a # stand-along python script # if __name__ == "__main__": test_module( # update "module" in function name False, False, # useDVThruster False, # use COM offset 2, # num drop thruster(s) False, # asymmetric drop 3, # num control axis 2, # saturateThrusters False, # misconfigThruster False # Use 2nd loop )