public void HS(string fileName1, string fileName2)
{
List <Observation> observationsList = MOCreator.ReadObsModelFiles(fileName1, fileName2);
if (observationsList == null || observationsList.Count == 0)
{
return;
}
FlipFunction flip = new FlipFunction();
TimeSpan x = new TimeSpan(0, 5, 0);
IterativeDeepening salgo = new IterativeDeepening(flip, x);
ConesAlgorithm algo = new ConesAlgorithm(salgo);
Stopwatch stopwtch = new Stopwatch();
CSVExport myExport = new CSVExport();
salgo.agenda = DiagnosesSearcher.Agenda.helthState;
foreach (Observation obs in observationsList)
{
stopwtch.Start();
DiagnosisSet diagnoses = algo.FindDiagnoses(obs);
stopwtch.Stop();
if (diagnoses != null)
{
myExport.AddRow();
myExport["System"] = obs.TheModel.Id;
myExport["Observation"] = obs.Id;
myExport["# diagnoses"] = diagnoses.Count;
myExport["Runtime"] = stopwtch.Elapsed;
}
stopwtch.Reset();
}
myExport.ExportToFile(observationsList.First().TheModel.Id + "HS.csv");
}
private void writeResultsFile(string mergedFileName)
{
if (ResultsRows == null || ResultsRows.Count == 0)
{
return;
}
CSVExport myExport = new CSVExport();
foreach (ResultsRow row in ResultsRows)
{
myExport.AddRow();
myExport["System"] = row.System;
myExport["Algorithm"] = row.Algorithm;
myExport["Bound"] = row.Bound;
myExport["Objective Function"] = row.ObjectiveFunction;
myExport["Overhead"] = row.Overhead;
myExport["Observation"] = row.Observation;
myExport["# Diagnoses"] = row.NumberOfDiagnoses;
myExport["Runtime(ms)"] = row.Runtime;
myExport["# Iterations"] = row.NumberOfIterations;
myExport["Cost"] = row.Cost;
myExport["# Fixed Components"] = row.NumberOfFixedComponents;
myExport["# Expanded In First Iteration"] = row.ExpandedInFirstIteraion;
myExport["Found Opt"] = row.FoundOpt;
myExport["First Action Chosen"] = row.FirstActionChosen;
myExport["WC First Action"] = row.WCfirstAction;
}
myExport.ExportToFile(mergedFileName + ".csv");
}
public virtual void ExportIterationDetails(string system, int obs, int iteration, bool isFixed)
{
if (!iteraionDetailsFilled)
{
return;
}
myExport.AddRow();
myExport["System"] = system;
myExport["Observation"] = obs;
myExport["Iteration"] = iteration;
myExport["Is Fixed"] = isFixed.ToString();
myExport["Runtime(ms)"] = IterationDetails.RunTime;
myExport["# Expanded"] = IterationDetails.NumOfExpanded;
myExport["Found opt"] = IterationDetails.FoundOpt.ToString();
myExport["Chosen repair action"] = IterationDetails.ChosenRepairAction.ToString();
myExport["Cost"] = IterationDetails.Cost;
myExport["Wasted Cost"] = IterationDetails.WastedCost;
}
public void CheckMinCard(Observation observation, CSVExport myExport)
{
if (searchAlgorithm == null || observation == null || observation.TheModel == null || observation.TheModel.Components == null || observation.TheModel.Components.Count == 0)
{
return; //throw
}
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
DiagnosisSet diagnoses;
DiagnosisSet abstractDiag;
searchAlgorithm.agenda = DiagnosesSearcher.Agenda.minCard;
abstractDiag = findAbstractDiag(observation);
string foundMC;
if (searchAlgorithm.FoundMinCard)
{
foundMC = "yes";
}
else
{
foundMC = "No";
}
TimeSpan firstMC = searchAlgorithm.FirstMinCard;
TimeSpan absDiagtime = stopwatch.Elapsed;
diagnoses = abstractDiagGrounding(observation, abstractDiag);
stopwatch.Stop();
TimeSpan alltime = stopwatch.Elapsed;
myExport.AddRow();
myExport["System"] = observation.TheModel.Id;
myExport["Observation"] = observation.Id;
myExport["All MC found?"] = foundMC;
myExport["# abstract diagnoses"] = abstractDiag.Count;
myExport["# diagnoses"] = diagnoses.Count;
myExport["runtime until 1st found"] = firstMC;
myExport["runtime abstract"] = absDiagtime;
myExport["runtime all"] = alltime;
}
public void CalcProbabilityMass(string fileModel, string fileObs)
{
createNewDiagnoser();
ConesAlgorithm conesAlgo = (ConesAlgorithm)Diagnoser;
List <Observation> observationsList = parser.ReadObsModelFiles(fileModel, fileObs);
CSVExport myExport = new CSVExport();
SystemModel model = observationsList[0].TheModel;
Dictionary <int, Gate> compDic = model.CreateCompDic();
string diagnosesFilesPath = "diagnoses/";
string tldiagnosesFilesPath = "tldiagnoses/";
model.createCones();
Dictionary <int, Cone> conesDic = new Dictionary <int, Cone>();
foreach (Cone c in model.Cones)
{
if (!conesDic.ContainsKey(c.Id))
{
conesDic.Add(c.Id, c);
}
}
foreach (Observation obs in observationsList)
{
string diagFileName = diagnosesFilesPath + model.Id + "_" + obs.Id + "_Diag.txt";
DiagnosisSet allDiagnoses = parser.ReadDiagnosisFile(diagFileName, compDic);
string tldFileName = tldiagnosesFilesPath + model.Id + "_iscas85_" + obs.Id + ".tld"; //!!! txt?
DiagnosisSet tlDiagnoses = parser.ReadTLDiagnosisFile(tldFileName, conesDic);
DiagnosisSet minCardDiagnoses = conesAlgo.AbstractDiagGrounding(obs, tlDiagnoses);
myExport.AddRow();
myExport["Observation"] = obs.Id;
myExport["# all diagnoses"] = allDiagnoses.Count;
myExport["all diagnoses probability"] = allDiagnoses.SetProbability;
myExport["# min card diagnoses"] = minCardDiagnoses.Count;
myExport["min card diagnoses probability"] = minCardDiagnoses.SetProbability;
}
myExport.ExportToFile(model.Id + "_probabilityMass.csv");
}
public void BatchRepair(string diagPath, string fileModel, string fileObs, string fileReal, BatchPlanner planner, double overhead, bool minCard, int maxNumOfDiag) //do it more generic
{
bool findDiagnoses = false; //
List <Observation> observationsList = parser.ReadObsModelFiles(fileModel, fileObs);
Dictionary <int, List <int> > obsReal = parser.ReadRealObsFiles(fileReal);
if (observationsList == null || observationsList.Count == 0 || obsReal == null || obsReal.Count == 0)
{
return;
}
createNewDiagnoser();
SystemModel model = observationsList[0].TheModel;
Dictionary <int, Gate> compDic = model.CreateCompDic();
Stopwatch stopwatch = new Stopwatch();
CSVExport myExport = new CSVExport();
foreach (Observation obs in observationsList)
{
if (!obsReal.ContainsKey(obs.Id))
{
continue;
}
List <int> realComp = new List <int>(obsReal[obs.Id]);
int counter = 0;
double cost = 0;
int numberOfFixed = 0;
stopwatch.Start();
DiagnosisSet diagnoses = null;
if (findDiagnoses) //
{
diagnoses = Diagnoser.FindDiagnoses(obs);
}
else
{
if (minCard)
{
string diagFileName = diagPath + model.Id + "_iscas85_" + obs.Id + ".all";
diagnoses = parser.ReadGroundedDiagnosesFile(diagFileName, compDic);
}
else
{
string diagFileName = diagPath + model.Id + "_" + obs.Id + "_Diag.txt";
diagnoses = parser.ReadDiagnosisFile(diagFileName, compDic);
}
}
if (diagnoses.Count == 1)
{
continue;
}
if (maxNumOfDiag > 0 && diagnoses.Count > maxNumOfDiag)
{
continue;
}
SystemState state = new SystemState(new List <Comp>(model.Components));
state.Diagnoses = diagnoses;
while (realComp.Count != 0)
{
if (state.Diagnoses != null && state.Diagnoses.Count != 0)
{
RepairAction repairAction = planner.Plan(state);
if (repairAction != null)
{
counter++;
cost += overhead;
state.SetNextState(repairAction);
foreach (Gate gate in repairAction.R)
{
cost += gate.Cost;
numberOfFixed++;
if (realComp.Contains(gate.Id))
{
realComp.Remove(gate.Id);
}
}
obs.TheModel.SetValue(obs.InputValues);
if (realComp.Count == 0)//the system is fixed
{
planner.ExportIterationDetails(model.Id, obs.Id, counter, true);
break;
}
else
{
planner.ExportIterationDetails(model.Id, obs.Id, counter, false);
}
foreach (int gid in realComp)
{
Gate g;
if (compDic.TryGetValue(gid, out g))
{
gateFunc.Operate(g);
}
}
obs.OutputValues = model.GetValue();
DiagnosisSet newDiagnoses = new DiagnosisSet();
foreach (Diagnosis diag in state.Diagnoses.Diagnoses)
{
if (Diagnoser.IsConsistent(obs, diag))
{
newDiagnoses.AddDiagnosis(diag);
}
}
state.Diagnoses = newDiagnoses;
}
else
{
break;
}
}
else
{
break;
}
}
stopwatch.Stop();
if (realComp.Count > 0)
{
continue;
}
TimeSpan time = stopwatch.Elapsed;
stopwatch.Reset();
myExport.AddRow();
myExport["System"] = model.Id;
myExport["Algorithm"] = planner.Algorithm();
if (planner.Bounded)
{
myExport["Bound"] = planner.Bound;
}
else
{
myExport["Bound"] = "No Bound";
}
myExport["Objective Function"] = planner.ObjectiveFunction();
myExport["Overhead"] = overhead;
myExport["Observation"] = obs.Id;
myExport["# Diagnoses"] = diagnoses.Count;
myExport["Runtime"] = time;
myExport["# Iterations"] = counter;
myExport["Cost"] = cost;
myExport["# Fixed Components"] = numberOfFixed;
}
string fileName = model.Id + "_" + planner.Type() + "_o=" + overhead;
if (maxNumOfDiag > 0)
{
fileName += "_MaxDiag" + maxNumOfDiag;
}
myExport.ExportToFile(fileName + ".csv");
planner.CreateIterationDetailsFile(fileName + "_IterationDetails");
}