public List <HeatMapRegion> LoadHeatMapRegionsToTestWorkspace(string testWorkspaceName)
{
List <HeatMapRegion> heatMapRegions = new List <HeatMapRegion>();
string workspaceResultsPath = GetWorkspaceRandomExplorationResultsPath(testWorkspaceName);
string heatMapRegionsFilePath = workspaceResultsPath + RandomExplorationRun.heatMapRegionsFileName;
if (!File.Exists(heatMapRegionsFilePath))
{
return(null);
}
string[] heatMapRegionsFileLines = System.IO.File.ReadAllLines(heatMapRegionsFilePath);
MatchCollection wordMatches = Regex.Matches(heatMapRegionsFileLines[0], @"[^,]+");
if (wordMatches.Count != (6 + 3 * 5))
{
return(null);
}
string[] objectiveFunctionsName = new string[5];
for (int i = 0; i < 5; ++i)
{
objectiveFunctionsName[i] = wordMatches[6 + i * 3].Value;
}
HeatMap heatMap = new HeatMap();
for (int l = 1; l < heatMapRegionsFileLines.Count(); ++l)
{
MatchCollection valueMatches = Regex.Matches(heatMapRegionsFileLines[l], @"[^,]+");
if (valueMatches.Count != (6 + 3 * 5))
{
return(null);
}
for (int i = 0; i < 5; ++i)
{
HeatMapRegion heatMapRegion = new HeatMapRegion();
heatMapRegion.indexX = Int16.Parse(valueMatches[0].Value);
heatMapRegion.indexY = Int16.Parse(valueMatches[1].Value);
heatMapRegion.xStart = float.Parse(valueMatches[2].Value);
heatMapRegion.xEnd = float.Parse(valueMatches[3].Value);
heatMapRegion.yStart = float.Parse(valueMatches[4].Value);
heatMapRegion.yEnd = float.Parse(valueMatches[5].Value);
heatMapRegion.requirementName = objectiveFunctionsName[i];
HeatMapPoint heatMapPoint = new HeatMapPoint();
heatMapPoint.objectiveFunctionValues[heatMapRegion.requirementName] =
float.Parse(valueMatches[6 + i * 3].Value);
heatMapPoint.x = float.Parse(valueMatches[7 + i * 3].Value);
heatMapPoint.y = float.Parse(valueMatches[8 + i * 3].Value);
heatMapRegion.worstCasePointFromRandomExploration = heatMapPoint;
heatMapRegion.objectiveFunctionAverageValue = heatMapPoint.objectiveFunctionValues[heatMapRegion.requirementName];
heatMapRegions.Add(heatMapRegion);
}
}
return(heatMapRegions);
}
public Dictionary <string, List <CCTestCase> > LoadWorstTestCasesToCCTestWorkspace(string testWorkspaceName)
{
Dictionary <string, List <CCTestCase> > worstTestCases = new Dictionary <string, List <CCTestCase> >();
string singleStateSearchResultsPath = GetWorkspaceSingleStateSearchResultsPath(testWorkspaceName);
if (!Directory.Exists(singleStateSearchResultsPath))
{
return(worstTestCases);
}
List <string> requirementDirectories = new List <string>(Directory.EnumerateDirectories(singleStateSearchResultsPath));
foreach (string requirementDirectory in requirementDirectories)
{
int startIndexOfFileName = requirementDirectory.LastIndexOf('\\');
string requirementDirectoryName = requirementDirectory.Substring(startIndexOfFileName + 1);
worstTestCases.Add(requirementDirectoryName, new List <CCTestCase>());
List <string> regionsDirectories = new List <string>(Directory.EnumerateDirectories(requirementDirectory));
foreach (string regionsDirectory in regionsDirectories)
{
string worstTestCasesFilePath = regionsDirectory + "\\WorstCaseScenarioInTheRegion.csv";
if (!File.Exists(worstTestCasesFilePath))
{
continue;
}
string[] worstTestCasesFileLines = System.IO.File.ReadAllLines(worstTestCasesFilePath);
MatchCollection wordMatches = Regex.Matches(worstTestCasesFileLines[0], @"[^,]+");
if (wordMatches.Count != 4)
{
continue;
}
MatchCollection valueMatches = Regex.Matches(worstTestCasesFileLines[1], @"[^,]+");
if (valueMatches.Count != 4)
{
continue;
}
HeatMapRegion heatMapRegion = new HeatMapRegion();
heatMapRegion.indexX = Int16.Parse(valueMatches[0].Value);
heatMapRegion.indexY = Int16.Parse(valueMatches[1].Value);
CCTestCase ccTestCase = new CCTestCase();
ccTestCase.initialDesired = float.Parse(valueMatches[2].Value);
ccTestCase.finalDesired = float.Parse(valueMatches[3].Value);
ccTestCase.heatMapRegion = heatMapRegion;
worstTestCases[requirementDirectoryName].Add(ccTestCase);
}
}
return(worstTestCases);
}
private List <HeatMapRegion> sortHeatMapRegionsList(List <HeatMapRegion> heatMapRegionsList)
{
List <HeatMapRegion> sortedList = new List <HeatMapRegion>();
for (int i = 0; i < heatMapRegionsList.Count; ++i)
{
sortedList.Add(heatMapRegionsList[i]);
}
for (int i = 0; i < sortedList.Count - 1; ++i)
{
for (int j = i + 1; j < sortedList.Count; ++j)
{
if (sortedList[i].objectiveFunctionAverageValue < sortedList[j].objectiveFunctionAverageValue)
{
HeatMapRegion heatMapRegionTemp = sortedList[i];
sortedList[i] = sortedList[j];
sortedList[j] = heatMapRegionTemp;
}
}
}
return(sortedList);
}
public void RunSingleStateSearchInRegion(HeatMapRegion heatMapRegion)
{
MatlabAsyncProgram.KillMatlab();
matlabAsyncProgram = new MatlabAsyncProgram(testWorkspace.modelSettings.MatlabExePath);
CCTestWorkspace ccTestWorkspace = (CCTestWorkspace)testWorkspace;
if (!Directory.Exists(tempPath))
{
Directory.CreateDirectory(tempPath);
}
File.Delete(outputLogPath);
MatlabCommand modelSettingsCommand = MatlabCommandBuilder.GetModelSettingsMatlabCommand(ccTestWorkspace.modelSettings);
modelSettingsCommand.SaveToMatlabScript(tempPath + "\\" + MatlabCommandBuilder.ModelSettingsScriptFileName + ".m");
CompositeMatlabCommand mainScriptCommand = new CompositeMatlabCommand();
mainScriptCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\SingleStateSearch-Common.m");
CompositeMatlabCommand GenerateNewValuesCommand = new CompositeMatlabCommand();
CompositeMatlabCommand ReplaceValuesCommand = new CompositeMatlabCommand();
if (ccTestWorkspace.advancedCCSettings.singelStateSearchAlgorithm == SingelStateSearchAlgorithmsEnum.RandomSearch)
{
GenerateNewValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\RandomSearch\\SingleStateSearch-RandomSearchGenerateValues.m");
ReplaceValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\RandomSearch\\SingleStateSearch-RandomSearchReplaceValues.m");
}
else if (ccTestWorkspace.advancedCCSettings.singelStateSearchAlgorithm == SingelStateSearchAlgorithmsEnum.HillClimbing)
{
GenerateNewValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\HillClimbing\\SingleStateSearch-HillClimbingGenerateValues.m");
GenerateNewValuesCommand.ReplaceInTemplate("[MiLTester_EASigmalVal]", ccTestWorkspace.GetSigmaForSingleStateSearch().ToString());
ReplaceValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\HillClimbing\\SingleStateSearch-HillClimbingReplaceValues.m");
}
else if (ccTestWorkspace.advancedCCSettings.singelStateSearchAlgorithm == SingelStateSearchAlgorithmsEnum.HCRR)
{
GenerateNewValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\HCRR\\SingleStateSearch-HillClimbingGenerateValues.m");
GenerateNewValuesCommand.ReplaceInTemplate("[MiLTester_EASigmalVal]", ccTestWorkspace.GetSigmaForSingleStateSearch().ToString());
ReplaceValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\HCRR\\SingleStateSearch-HillClimbingReplaceValues.m");
}
else if (ccTestWorkspace.advancedCCSettings.singelStateSearchAlgorithm == SingelStateSearchAlgorithmsEnum.SimulatedAnnealing)
{
GenerateNewValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\SimulatedAnnealing\\SingleStateSearch-SimulatedAnnealingGenerateValues.m");
GenerateNewValuesCommand.ReplaceInTemplate("[MiLTester_EASigmalVal]", ccTestWorkspace.GetSigmaForSingleStateSearch().ToString());
ReplaceValuesCommand.LoadFromMatlabScript(templatePath + "\\SingleStateSearch\\SimulatedAnnealing\\SingleStateSearch-SimulatedAnnealingReplaceValues.m");
ReplaceValuesCommand.ReplaceInTemplate("[MiLTester_AnnealingScheduleVal]", ccTestWorkspace.GetAnnealingScheduleForSingleStateSearch().ToString());
}
mainScriptCommand.ReplaceInTemplate("[MiLTester_GenerateNewValuesCode]", GenerateNewValuesCommand);
mainScriptCommand.ReplaceInTemplate("[MiLTester_ReplaceValuesCode]", ReplaceValuesCommand);
mainScriptCommand.ReplaceInTemplate("[MiLTester_CodeRootVal]", codePath);
mainScriptCommand.ReplaceInTemplate("[MiLTester_SimulationTimeVal]", testWorkspace.GetSimulationTime().ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_SimulinkModelPathVal]", testWorkspace.modelSettings.SimulinkModelPath);
mainScriptCommand.ReplaceInTemplate("[MiLTester_SearchVariablesCntVal]", ccTestWorkspace.GetSearchVariablesCnt().ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionWidthRangeStartVal]", heatMapRegion.xStart.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionWidthRangeStopVal]", heatMapRegion.xEnd.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionHeightRangeStartVal]", heatMapRegion.yStart.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionHeightRangeStopVal]", heatMapRegion.yEnd.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_WorstPointFromRandomExplorationInitialDesiredVal]", heatMapRegion.worstCasePointFromRandomExploration.x.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_WorstPointFromRandomExplorationFinalDesiredVal]", heatMapRegion.worstCasePointFromRandomExploration.y.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_AlgorithmRoundsVal]", ccTestWorkspace.advancedCCSettings.algorithmRounds.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_AlgorithmIterationsVal]", ccTestWorkspace.advancedCCSettings.algorithmIterations.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_SelectedObjectiveFunction]", heatMapRegion.requirementName);
mainScriptCommand.ReplaceInTemplate("[MiLTester_DesiredValueVar]", ccTestWorkspace.GetDesiredValueVariable().parameterName);
mainScriptCommand.ReplaceInTemplate("[MiLTester_ActualValueVar]", ccTestWorkspace.GetActualValueVariable().parameterName);
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionWidthIndexVal]", heatMapRegion.indexX.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RegionHeightIndexVal]", heatMapRegion.indexY.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RangeStartVal]", ccTestWorkspace.GetDesiredValueVariable().from.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_RangeStopVal]", ccTestWorkspace.GetDesiredValueVariable().to.ToString());
mainScriptCommand.ReplaceInTemplate("[MiLTester_AnnealingStartTemprature]", ccTestWorkspace.GetAnnealingStartTemprature().ToString());
mainScriptCommand.SaveToMatlabScript(tempPath + "\\" + MatlabCommandBuilder.MainScriptFileName + ".m");
AsyncRunMainScript();
}
