Source code for SimulationBaseClass


# ISC License
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# Copyright (c) 2023, Autonomous Vehicle Systems Lab, University of Colorado at Boulder
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import array
import inspect

# Import some architectural stuff that we will probably always use
import os
import sys
import warnings
import xml.etree.ElementTree as ET
from collections import OrderedDict

import matplotlib.pyplot as plt
import numpy as np
from Basilisk.architecture import alg_contain, bskLogging, sim_model
from Basilisk.utilities import deprecated, simulationArchTypes
from Basilisk.utilities.pythonVariableLogger import PythonVariableLogger
from Basilisk.utilities.simulationProgessBar import SimulationProgressBar

# Point the path to the module storage area


# define ASCI color codes
processColor = '\u001b[32m'
taskColor = '\u001b[33m'
moduleColor = '\u001b[36m'
endColor = '\u001b[0m'

[docs] class EventHandlerClass: """Event Handler Class""" def __init__(self, eventName, eventRate=int(1E9), eventActive=False, conditionList=[], actionList=[], terminal=False): self.eventName = eventName self.eventActive = eventActive self.eventRate = eventRate self.conditionList = conditionList self.actionList = actionList self.occurCounter = 0 self.prevTime = -1 self.checkCall = None self.operateCall = None self.terminal = terminal def methodizeEvent(self): if self.checkCall != None: return funcString = 'def EVENT_check_' + self.eventName + '(self):\n' funcString += ' if(' for condValue in self.conditionList: funcString += ' ' + condValue + ' and' funcString = funcString[:-3] + '):\n' funcString += ' return 1\n' funcString += ' return 0' exec (funcString) self.checkCall = eval('EVENT_check_' + self.eventName) funcString = 'def EVENT_operate_' + self.eventName + '(self):\n' for actionValue in self.actionList: funcString += ' ' funcString += actionValue + '\n' funcString += ' return 0' exec (funcString) self.operateCall = eval('EVENT_operate_' + self.eventName) def checkEvent(self, parentSim): nextTime = int(-1) if self.eventActive == False: return(nextTime) nextTime = self.prevTime + self.eventRate - (self.prevTime%self.eventRate) if self.prevTime < 0 or (parentSim.TotalSim.CurrentNanos%self.eventRate == 0): nextTime = parentSim.TotalSim.CurrentNanos + self.eventRate eventCount = self.checkCall(parentSim) self.prevTime = parentSim.TotalSim.CurrentNanos if eventCount > 0: self.eventActive = False self.operateCall(parentSim) self.occurCounter += 1 if self.terminal: parentSim.terminate = True return(nextTime)
[docs] class StructDocData: """Structure data documentation class""" class StructElementDef: def __init__(self, type, name, argstring, desc=''): self.type = type self.name = name self.argstring = argstring self.desc = desc def __init__(self, strName): self.strName = strName self.structPopulated = False self.structElements = {} def clearItem(self): self.structPopulated = False self.structElements = {} def populateElem(self, xmlSearchPath): if self.structPopulated == True: return xmlFileUse = xmlSearchPath + '/' + self.strName + '.xml' try: xmlData = ET.parse(xmlFileUse) except: print("Failed to parse the XML structure for: " + self.strName) print("This file does not exist most likely: " + xmlFileUse) return root = xmlData.getroot() validElement = root.find("./compounddef[@id='" + self.strName + "']") for newVariable in validElement.findall(".//memberdef[@kind='variable']"): typeUse = newVariable.find('type').text if newVariable.find('type') is not None else \ None nameUse = newVariable.find('name').text if newVariable.find('type') is not None else \ None argstringUse = newVariable.find('argsstring').text if newVariable.find('argsstring') is not None else \ None descUse = newVariable.find('./detaileddescription/para').text if newVariable.find( './detaileddescription/para') is not None else \ None if descUse == None: descUse = newVariable.find('./briefdescription/para').text if newVariable.find( './briefdescription/para') is not None else \ None newElement = StructDocData.StructElementDef(typeUse, nameUse, argstringUse, descUse) self.structElements.update({nameUse: newElement}) self.structPopulated = True def printElem(self): print(" " + self.strName + " Structure Elements:") for key, value in self.structElements.items(): outputString = '' outputString += value.type + " " + value.name outputString += value.argstring if value.argstring is not None else '' outputString += ': ' + value.desc if value.desc is not None else '' print(" " + outputString)
class DataPairClass: def __init__(self): self.outputMessages = set([]) self.inputMessages = set([]) self.name = "" self.outputDict = {}
[docs] class SimBaseClass: """Simulation Base Class""" def __init__(self): self.TotalSim = sim_model.SimModel() self.TaskList = [] self.procList = [] self.StopTime = 0 self.nextEventTime = 0 self.terminate = False self.eventMap = {} self.simBasePath = os.path.dirname(os.path.realpath(__file__)) + '/../' self.dataStructIndex = self.simBasePath + '/xml/index.xml' self.indexParsed = False self.simulationInitialized = False self.simulationFinished = False self.bskLogger = bskLogging.BSKLogger() self.showProgressBar = False self.allModules = set()
[docs] def SetProgressBar(self, value): """ Shows a dynamic progress in the terminal while the simulation is executing. """ self.showProgressBar = value
[docs] def ShowExecutionOrder(self): """ Shows in what order the Basilisk processes, task lists and modules are executed """ for processData in self. TotalSim.processList: print(f"{processColor}Process Name: {endColor}" + processData.processName + " , " + processColor + "priority: " + endColor + str(processData.processPriority)) for task in processData.processTasks: print(f"{taskColor}Task Name: {endColor}" + task.TaskPtr.TaskName + ", " + taskColor + "priority: " + endColor + str(task.taskPriority) + ", " + taskColor + "TaskPeriod: " + endColor + str(task.TaskPtr.TaskPeriod/1.0e9) + "s") for module in task.TaskPtr.TaskModels: print(moduleColor + "ModuleTag: " + endColor + module.ModelPtr.ModelTag + ", " + moduleColor + "priority: " + endColor + str(module.CurrentModelPriority)) print("")
[docs] def ShowExecutionFigure(self, show_plots=False): """ Shows in what order the Basilisk processes, task lists and modules are executed """ processList = OrderedDict() for processData in self. TotalSim.processList: taskList = OrderedDict() for task in processData.processTasks: moduleList = [] for module in task.TaskPtr.TaskModels: moduleList.append(module.ModelPtr.ModelTag + " (" + str(module.CurrentModelPriority) + ")") taskList[task.TaskPtr.TaskName + " (" + str(task.taskPriority) + ", " + str(task.TaskPtr.TaskPeriod/1.0e9) + "s)"] = moduleList processList[processData.processName + " (" + str(processData.processPriority) + ")"] = taskList fig = plt.figure() plt.rcParams.update({'font.size': 8}) plt.axis('off') processNo = 0 processWidth = 6 lineHeight = 0.5 textBuffer = lineHeight*0.75 textIndent = lineHeight*0.25 processGap = 0.5 for process in processList: # Draw process box + priority rectangle = plt.Rectangle(((processWidth+processGap)*processNo, 0), processWidth, -lineHeight, ec='g', fc='g') plt.gca().add_patch(rectangle) plt.text((processWidth+processGap)*processNo + textIndent, -textBuffer, process, color='w') taskNo = 0 currentLine = -lineHeight - textIndent for task in processList[process]: # Draw task box + priority + task rate rectangle = plt.Rectangle(((processWidth + processGap) * processNo + textIndent, currentLine) , processWidth - 2 * textIndent , - (1+len(processList[process][task])) * (lineHeight + textIndent), ec='y', fc=(1,1,1,0)) plt.gca().add_patch(rectangle) rectangle = plt.Rectangle(((processWidth + processGap) * processNo + textIndent, currentLine) , processWidth - 2 * textIndent, -lineHeight, ec='y', fc='y') plt.gca().add_patch(rectangle) plt.text((processWidth + processGap) * processNo + 2*textIndent, currentLine-textBuffer, task, color='black') for module in processList[process][task]: # Draw modules + priority currentLine -= lineHeight + textIndent rectangle = plt.Rectangle(((processWidth + processGap) * processNo + 2*textIndent, currentLine) , processWidth - 4 * textIndent, -lineHeight, ec='c', fc=(1,1,1,0)) plt.gca().add_patch(rectangle) plt.text((processWidth + processGap) * processNo + 3*textIndent, currentLine-textBuffer, module, color='black') taskNo += 1 currentLine -= lineHeight + 2 * textIndent rectangle = plt.Rectangle(((processWidth+processGap)*processNo, 0), processWidth, currentLine, ec='g', fc=(1,1,1,0)) plt.gca().add_patch(rectangle) processNo += 1 plt.axis('scaled') if show_plots: plt.show() return fig
[docs] def AddModelToTask(self, TaskName, NewModel, ModelData=None, ModelPriority=-1): """ This function is responsible for passing on the logger to a module instance (model), adding the model to a particular task, and defining the order/priority that the model gets updated within the task. :param TaskName (str): Name of the task :param NewModel (obj): Model to add to the task :param ModelData: None or struct containing, only used for C BSK modules :param ModelPriority (int): Priority that determines when the model gets updated. (Higher number = Higher priority) :return: """ # Supports calling AddModelToTask(TaskName, NewModel, ModelPriority) if isinstance(ModelData, int): ModelPriority = ModelData ModelData = None for Task in self.TaskList: if Task.Name == TaskName: Task.TaskData.AddNewObject(NewModel, ModelPriority) if ModelData is not None: try: ModelData.bskLogger = self.bskLogger except: pass Task.TaskModels.append(ModelData) else: try: NewModel.bskLogger = self.bskLogger except: pass Task.TaskModels.append(NewModel) return raise ValueError(f"Could not find a Task with name: {TaskName}")
[docs] def CreateNewProcess(self, procName, priority = -1): """ Creates a process and adds it to the sim :param procName (str): Name of process :param priority (int): Priority that determines when the model gets updated. (Higher number = Higher priority) :return: simulationArchTypes.ProcessBaseClass object """ proc = simulationArchTypes.ProcessBaseClass(procName, priority) self.procList.append(proc) self.TotalSim.addNewProcess(proc.processData) return proc
[docs] def CreateNewTask(self, TaskName, TaskRate, InputDelay=None, FirstStart=0): """ Creates a simulation task on the C-level with a specific update-frequency (TaskRate), an optional delay, and an optional start time. Args: TaskName (str): Name of Task TaskRate (int): Number of nanoseconds to elapse before update() is called InputDelay (int): (depreciated, unimplemented) Number of nanoseconds simulating a lag of the particular task FirstStart (int): Number of nanoseconds to elapse before task is officially enabled Returns: simulationArchTypes.TaskBaseClass object """ if InputDelay is not self.CreateNewTask.__defaults__[0]: deprecated.deprecationWarn("InputDelay", "2024/12/13", "This input variable is non-functional and now depreciated.") Task = simulationArchTypes.TaskBaseClass(TaskName, TaskRate, FirstStart) self.TaskList.append(Task) return Task
def ResetTask(self, taskName): for Task in self.TaskList: if Task.Name == taskName: Task.resetTask(self.TotalSim.CurrentNanos)
[docs] def InitializeSimulation(self): """ Initialize the BSK simulation. This runs the SelfInit() and Reset() methods on each module. """ if(self.simulationInitialized): self.TotalSim.resetThreads(self.TotalSim.getThreadCount()) self.TotalSim.assignRemainingProcs() self.TotalSim.ResetSimulation() self.TotalSim.selfInitSimulation() self.TotalSim.resetInitSimulation() self.simulationInitialized = True
[docs] def ConfigureStopTime(self, TimeStop): """ Set the simulation stop time in nano-seconds. """ self.StopTime = TimeStop
[docs] def ExecuteSimulation(self): """ run the simulation until the prescribed stop time or termination. """ self.initializeEventChecks() nextStopTime = self.TotalSim.NextTaskTime nextPriority = -1 progressBar = SimulationProgressBar(self.StopTime, self.showProgressBar) while self.TotalSim.NextTaskTime <= self.StopTime and not self.terminate: if self.TotalSim.CurrentNanos >= self.nextEventTime >= 0: self.nextEventTime = self.checkEvents() self.nextEventTime = self.nextEventTime if self.nextEventTime >= self.TotalSim.NextTaskTime else self.TotalSim.NextTaskTime if 0 <= self.nextEventTime < nextStopTime: nextStopTime = self.nextEventTime nextPriority = -1 if self.terminate: break self.TotalSim.StepUntilStop(nextStopTime, nextPriority) progressBar.update(self.TotalSim.NextTaskTime) nextPriority = -1 nextStopTime = self.StopTime nextStopTime = nextStopTime if nextStopTime >= self.TotalSim.NextTaskTime else self.TotalSim.NextTaskTime self.terminate = False progressBar.markComplete() progressBar.close()
[docs] def disableTask(self, TaskName): """ Disable this particular task from being executed. """ for Task in self.TaskList: if Task.Name == TaskName: Task.disable()
[docs] def enableTask(self, TaskName): """ Enable this particular task to be executed. """ for Task in self.TaskList: if Task.Name == TaskName: Task.enable()
def parseDataIndex(self): self.dataStructureDictionary = {} try: xmlData = ET.parse(self.dataStructIndex) except: print("Failed to parse the XML index. Likely that it isn't present") return root = xmlData.getroot() for child in root: newStruct = StructDocData(child.attrib['refid']) self.dataStructureDictionary.update({child.find('name').text: newStruct}) self.indexParsed = True
[docs] def createNewEvent(self, eventName, eventRate=int(1E9), eventActive=False, conditionList=[], actionList=[], terminal=False): """ Create an event sequence that contains a series of tasks to be executed. """ if (eventName in list(self.eventMap.keys())): return newEvent = EventHandlerClass(eventName, eventRate, eventActive, conditionList, actionList, terminal) self.eventMap.update({eventName: newEvent})
def initializeEventChecks(self): self.eventList = [] for key, value in self.eventMap.items(): value.methodizeEvent() self.eventList.append(value) self.nextEventTime = 0 def checkEvents(self): nextTime = -1 for localEvent in self.eventList: localNextTime = localEvent.checkEvent(self) if(localNextTime >= 0 and (localNextTime < nextTime or nextTime <0)): nextTime = localNextTime return nextTime def setEventActivity(self, eventName, activityCommand): if eventName not in list(self.eventMap.keys()): print("You asked me to set the status of an event that I don't have.") return self.eventMap[eventName].eventActive = activityCommand
[docs] def setAllButCurrentEventActivity(self, currentEventName, activityCommand, useIndex=False): """Set all event activity variables except for the currentEventName event. The ``useIndex`` flag can be used to prevent enabling or disabling every task, and instead only alter the ones that belong to the same group (for example, the same spacecraft). The distinction is made through an index set after the ``_`` symbol in the event name. All events of the same group must have the same index.""" if useIndex: index = currentEventName.partition('_')[2] # save the current event's index for eventName in list(self.eventMap.keys()): if currentEventName != eventName: if useIndex: if eventName.partition('_')[2] == index: self.eventMap[eventName].eventActive = activityCommand else: self.eventMap[eventName].eventActive = activityCommand
def SetCArray(InputList, VarType, ArrayPointer): if(isinstance(ArrayPointer, (list, tuple))): raise TypeError('Cannot set a C array if it is actually a python list. Just assign the variable to the list directly.') CmdString = 'sim_model.' + VarType + 'Array_setitem(ArrayPointer, CurrIndex, CurrElem)' CurrIndex = 0 for CurrElem in InputList: exec (CmdString) CurrIndex += 1 def getCArray(varType, arrayPointer, arraySize): CmdString = 'outputList.append(sim_model.' + varType + 'Array_getitem(arrayPointer, currIndex))' outputList = [] currIndex = 0 for currIndex in range(arraySize): exec (CmdString) currIndex += 1 return outputList def synchronizeTimeHistories(arrayList): returnArrayList = arrayList timeCounter = 0 for i in range(len(returnArrayList)): while returnArrayList[i][0,0] > returnArrayList[0][timeCounter,0]: timeCounter += 1 for i in range(len(returnArrayList)): while(returnArrayList[i][1,0] < returnArrayList[0][timeCounter,0]): returnArrayList[i] = np.delete(returnArrayList[i], 0, 0) timeCounter = -1 for i in range(len(returnArrayList)): while returnArrayList[i][-1,0] < returnArrayList[0][timeCounter,0]: timeCounter -= 1 for i in range(len(returnArrayList)): while(returnArrayList[i][-2,0] > returnArrayList[0][timeCounter,0]): returnArrayList[i] = np.delete(returnArrayList[i], -1, 0) timeNow = returnArrayList[0][0,0] #Desirement is to have synched arrays match primary time outputArrayList = [] indexPrev = [0]*len(returnArrayList) outputArrayList = [[]]*len(returnArrayList) timeNow = returnArrayList[0][0,0] outputArrayList[0] = returnArrayList[0][0:-2, :] for i in range(1, returnArrayList[0].shape[0]-1): for j in range(1, len(returnArrayList)): while(returnArrayList[j][indexPrev[j]+1,0] < returnArrayList[0][i,0]): indexPrev[j] += 1 dataProp = returnArrayList[j][indexPrev[j]+1,1:] - returnArrayList[j][indexPrev[j],1:] dataProp *= (timeNow - returnArrayList[j][indexPrev[j],0])/(returnArrayList[j][indexPrev[j]+1,0] - returnArrayList[j][indexPrev[j],0]) dataProp += returnArrayList[j][indexPrev[j],1:] dataRow = [timeNow] dataRow.extend(dataProp.tolist()) outputArrayList[j].append(dataRow) timePrevious = timeNow timeNow = returnArrayList[0][i,0] for j in range(1, len(returnArrayList)): outputArrayList[j] = np.array(outputArrayList[j]) return outputArrayList