// This method gets called by the runtime. Use this method to add services to the container.
public void ConfigureServices(IServiceCollection services)
{
// (1) - Dependency Inyection
DependencyInjectionConfig.Register(services);
// (2) - AutoMapper Configuration
AutoMapperConfig.Register(services);
// (3) - Swagger Configuration
SwaggerConfig.Register(services);
// (4) - Setting Configuration
AppSettingsConfig.Register(services, _env, Configuration);
// (5) -
services.AddControllers();
// (6) - Filters configurations
FiltersConfig.Register(services);
}
protected void Application_Start()
{
AreaRegistration.RegisterAllAreas();
RouteConfig.RegisterRoutes(RouteTable.Routes);
BundleConfig.RegisterBundles(BundleTable.Bundles);
FiltersConfig.RegisterGlobalFilters(GlobalFilters.Filters);
var roller = Enum.GetNames(typeof(IdentityRoles));
var roleManager = MembershipTools.NewRoleManager();
foreach (var rol in roller)
{
if (!roleManager.RoleExists(rol))
{
roleManager.Create(new Role()
{
Name = rol
});
}
}
}
protected void ConfigureApp(IContainer container, IAppBuilder app)
{
HttpConfiguration = new HttpConfiguration
{
DependencyResolver = new AutofacWebApiDependencyResolver(container)
};
HttpConfiguration.Formatters.Clear();
HttpConfiguration.Formatters.Add(new JsonMediaTypeFormatter());
HttpConfiguration.Formatters.JsonFormatter.SerializerSettings = new Newtonsoft.Json.JsonSerializerSettings();
//HttpConfiguration.Formatters.JsonFormatter.SupportedMediaTypes.Add(new MediaTypeHeaderValue("application/octet-stream"));
app.UseAutofacMiddleware(container);
app.UseAutofacWebApi(HttpConfiguration);
//ConfigureOAuth(app);
RouteConfig.Register(HttpConfiguration);
FiltersConfig.Register(HttpConfiguration);
app.UseCors(CorsOptions.AllowAll);
app.UseWebApi(HttpConfiguration);
app.Use <GlobalExceptionMiddleware>();
}
public static void GetSummaryForDirectory(string foldersPath, int timeColumnIndex, int eyeColumnIndex, int spotColumnIndex,
CalcConfig calcConfig, FiltersConfig filtersConfig)
{
var fileDataProcessor = new FileDataProcessor();
string[] directories = Directory.GetDirectories(foldersPath);
var sb = new StringBuilder();
foreach (var directoryPath in directories)
{
foreach (var filePath in Directory.GetFiles(directoryPath))
{
if (filePath.EndsWith("result_out.txt"))
{
//var csvData = fileDataProcessor.CalculateFileData(filePath, timeColumnIndex, eyeColumnIndex, spotColumnIndex, calcConfig, filtersConfig);
//sb.Append(directoryPath + Environment.NewLine);
//sb.Append(csvData);
}
}
}
SaveText(@"D:\BulkResult.txt", sb.ToString());
}
public static void GetPOMSummary(SpotGazeFileData fileData, FiltersConfig pursuitWindowsFilterConfig)
{
var pursuitCalculations = DataAnalyzer.CountSingleTypeSignalPursuitParameters(fileData, pursuitWindowsFilterConfig);
var sinGain = pursuitCalculations.Gains.FirstOrDefault().Value;
var sinAccuracy = pursuitCalculations.Accuracies.FirstOrDefault().Value;
}
public static string GetCsvOutput(bool addHeader, List <EyeMoveCalculation> saccadeCalculations,
List <EyeMoveCalculation> antiSaccadeCalculations, EyeMoveCalculation pursuitMoveCalculations, CalcConfig config, FiltersConfig filtersConfig)
{
string csvDelimiter = " "; //"\t";
var sb = new StringBuilder();
sb.Append("Saccades:");
sb.Append(Environment.NewLine);
if (addHeader)
{
sb.Append("ID" + csvDelimiter);
sb.Append("FromFixationPoint" + csvDelimiter);
sb.Append("EyeMoveType" + csvDelimiter);
sb.Append("Latency" + csvDelimiter);
sb.Append("Duration" + csvDelimiter);
sb.Append("Distance" + csvDelimiter);
sb.Append("Amplitude" + csvDelimiter);
sb.Append("AvgVelocity" + csvDelimiter);
sb.Append("MaxVelocity" + csvDelimiter);
sb.Append("Gain" + Environment.NewLine);
}
foreach (var outputItem in saccadeCalculations)
{
sb.Append(outputItem.EyeMove.Id + csvDelimiter);
sb.Append(outputItem.EyeMove.IsFirstMove + csvDelimiter);
sb.Append(outputItem.EyeMove.EyeMoveType + csvDelimiter);
sb.Append(outputItem.Latency + csvDelimiter);
sb.Append(outputItem.Duration + csvDelimiter);
sb.Append(outputItem.Distance + csvDelimiter);
sb.Append(outputItem.Amplitude + csvDelimiter);
sb.Append(outputItem.AvgVelocity + csvDelimiter);
sb.Append(outputItem.MaxVelocity + csvDelimiter);
sb.Append(outputItem.Gain + csvDelimiter);
sb.Append(Environment.NewLine);
}
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("AntiSaccades:");
sb.Append(Environment.NewLine);
if (addHeader)
{
sb.Append("ID" + csvDelimiter);
sb.Append("FromFixationPoint" + csvDelimiter);
sb.Append("EyeMoveType" + csvDelimiter);
sb.Append("Latency" + csvDelimiter);
sb.Append("Duration" + csvDelimiter);
sb.Append("Distance" + csvDelimiter);
sb.Append("Amplitude" + csvDelimiter);
sb.Append("AvgVelocity" + csvDelimiter);
sb.Append("MaxVelocity" + csvDelimiter);
sb.Append("Gain" + Environment.NewLine);
}
foreach (var outputItem in antiSaccadeCalculations)
{
sb.Append(outputItem.EyeMove.Id + csvDelimiter);
sb.Append(outputItem.EyeMove.IsFirstMove + csvDelimiter);
sb.Append(outputItem.EyeMove.EyeMoveType + csvDelimiter);
sb.Append(outputItem.Latency + csvDelimiter);
sb.Append(outputItem.Duration + csvDelimiter);
sb.Append(outputItem.Distance + csvDelimiter);
sb.Append(outputItem.Amplitude + csvDelimiter);
sb.Append(outputItem.AvgVelocity + csvDelimiter);
sb.Append(outputItem.MaxVelocity + csvDelimiter);
sb.Append(outputItem.Gain + csvDelimiter);
sb.Append(Environment.NewLine);
}
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("Pursuit:");
sb.Append(Environment.NewLine);
if (addHeader)
{
sb.Append("Long Sin Gain" + csvDelimiter);
sb.Append("Mid Sin Gain" + csvDelimiter);
sb.Append("Short Sin Gain" + csvDelimiter);
sb.Append("Long Sin Accuracy" + csvDelimiter);
sb.Append("Mid Sin Accuracy" + csvDelimiter);
sb.Append("Short Sin Accuracy" + csvDelimiter);
sb.Append(Environment.NewLine);
}
sb.Append(pursuitMoveCalculations.PursuitLongSinGain + csvDelimiter);
sb.Append(pursuitMoveCalculations.PursuitMidSinGain + csvDelimiter);
sb.Append(pursuitMoveCalculations.PursuitShortSinGain + csvDelimiter);
sb.Append(pursuitMoveCalculations.PursuitLongSinAccuracy + csvDelimiter);
sb.Append(pursuitMoveCalculations.PursuitMidSinAccuracy + csvDelimiter);
sb.Append(pursuitMoveCalculations.PursuitShortSinAccuracy + csvDelimiter);
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("Found");
sb.Append(Environment.NewLine);
sb.Append($"Saccades: {saccadeCalculations.Count}");
sb.Append(Environment.NewLine);
sb.Append($"AntiSaccades: {antiSaccadeCalculations.Count}");
sb.Append(Environment.NewLine);
sb.Append($"Inorrect AntiSaccades: {19 - antiSaccadeCalculations.Count}");
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("Settings");
sb.Append(Environment.NewLine);
sb.Append($"Distance From Screen: {csvDelimiter} {config.DistanceFromScreen}");
sb.Append(Environment.NewLine);
sb.Append($"Tracker Frequency: {csvDelimiter} {config.TrackerFrequency}");
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("Sacade Search Configuration");
sb.Append(Environment.NewLine);
sb.Append($"Min.Latency: {csvDelimiter} {config.SaccadeMoveFinderConfig.MinLatency}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Duration: {csvDelimiter} {config.SaccadeMoveFinderConfig.MinDuration}");
sb.Append(Environment.NewLine);
sb.Append($"Control Window Length: {csvDelimiter} {config.SaccadeMoveFinderConfig.ControlWindowLength}");
sb.Append(Environment.NewLine);
sb.Append($"Control Amplitude Divider: {csvDelimiter} {config.SaccadeMoveFinderConfig.ControlAmpDivider}");
sb.Append(Environment.NewLine);
sb.Append($"Move Search Window Length: {csvDelimiter} {config.SaccadeMoveFinderConfig.MoveSearchWindowLength}");
sb.Append(Environment.NewLine);
sb.Append($"Move Min.Length: {csvDelimiter} {config.SaccadeMoveFinderConfig.MinLength}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Inhibition: {csvDelimiter} {config.SaccadeMoveFinderConfig.MinInhibition}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Amplitude: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinAmp}");
sb.Append(Environment.NewLine);
sb.Append($"Max.Amplitude: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MaxAmp}");
sb.Append(Environment.NewLine);
sb.Append(Environment.NewLine);
sb.Append("AntiSacade Search Configuration");
sb.Append(Environment.NewLine);
sb.Append($"Min.Latency: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinLatency}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Duration: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinDuration}");
sb.Append(Environment.NewLine);
sb.Append($"Control Window Length: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.ControlWindowLength}");
sb.Append(Environment.NewLine);
sb.Append($"Control Amplitude Divider: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.ControlAmpDivider}");
sb.Append(Environment.NewLine);
sb.Append($"Move Search Window Length: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MoveSearchWindowLength}");
sb.Append(Environment.NewLine);
sb.Append($"Move Min.Length: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinLength}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Inhibition: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinInhibition}");
sb.Append(Environment.NewLine);
sb.Append($"Min.Amplitude: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MinAmp}");
sb.Append(Environment.NewLine);
sb.Append($"Max.Amplitude: {csvDelimiter} {config.AntiSaccadeMoveFinderConfig.MaxAmp}");
sb.Append(Environment.NewLine);
if (filtersConfig.FilterByButterworth)
{
sb.Append(Environment.NewLine);
sb.Append($"Filter Butterworth Settings:");
sb.Append(Environment.NewLine);
sb.Append($"Pass Type: {csvDelimiter} {filtersConfig.ButterworthPassType}");
sb.Append(Environment.NewLine);
sb.Append($"Frequency: {csvDelimiter} {filtersConfig.ButterworthFrequency}");
sb.Append(Environment.NewLine);
sb.Append($"Resonance: {csvDelimiter} {filtersConfig.ButterworthResonance}");
sb.Append(Environment.NewLine);
sb.Append($"SampleRate: {csvDelimiter} {filtersConfig.ButterworthSampleRate}");
sb.Append(Environment.NewLine);
}
if (filtersConfig.FilterBySavitzkyGolay)
{
sb.Append(Environment.NewLine);
sb.Append($"Filter Savitzky-Golay Settings:");
sb.Append(Environment.NewLine);
sb.Append($"Number Of Points: {csvDelimiter} {filtersConfig.SavitzkyGolayNumberOfPoints}");
sb.Append(Environment.NewLine);
sb.Append($"Derivative Order: {csvDelimiter} {filtersConfig.SavitzkyGolayDerivativeOrder}");
sb.Append(Environment.NewLine);
sb.Append($"Polynominal Order: {csvDelimiter} {filtersConfig.SavitzkyGolayPolynominalOrder}");
sb.Append(Environment.NewLine);
}
if (saccadeCalculations?.Count > 0)
{
var saccStats = GetStatsForCollection(saccadeCalculations);
sb.Append(Environment.NewLine);
sb.Append("Saccade Statistics");
sb.Append(Environment.NewLine);
sb.Append(saccStats);
}
if (antiSaccadeCalculations?.Count > 0)
{
var antiSaccStats = GetStatsForCollection(antiSaccadeCalculations);
sb.Append(Environment.NewLine);
sb.Append("AntiSaccade Statistics");
sb.Append(Environment.NewLine);
sb.Append(antiSaccStats);
}
return(sb.ToString());
}
public static PursuitGainCalculations CountSingleTypeSignalPursuitParameters(SpotGazeFileData fileData, FiltersConfig filterConfig)
{
var mincal = fileData.Spot.Min();
var maxcal = fileData.Spot.Max();
var amp = (maxcal - mincal) / 2;
var srod = (maxcal + mincal) / 2;
var maxIndex = fileData.Spot.ToList().IndexOf(maxcal);
var minIndex = fileData.Spot.ToList().IndexOf(mincal);
var sinLenght = Convert.ToDouble(Math.Abs(maxIndex - minIndex));
var kspIndexes = new List <int>();
var accuracyKspDiffValues = new List <double>();
var accuracyKspSpotValues = new List <double>();
for (int i = 0; i < fileData.Spot.Length; i++)
{
var xSpot = fileData.Spot[i];
if (Math.Abs(xSpot - srod) > amp * 0.995D)
{
kspIndexes.Add(i);
//Accuracy
var xEye = fileData.Eye[i];
var diffVal = Math.Abs(xEye - xSpot);
accuracyKspDiffValues.Add(diffVal);
accuracyKspSpotValues.Add(Math.Abs(xSpot));
}
}
var kspEyeValues = new List <double>();
var kspSpotValues = new List <double>();
var results = new List <double>();
var filteredControlWindows = new List <Dictionary <double, double> >();
var kspDiffValues = new List <Dictionary <double, double> >();
//fix first sin
var kspStartIndex = 0;
for (int i = 0; i < kspIndexes.Count - 1; i++)
{
var result = kspIndexes[i + 1] - kspIndexes[i];
if (result > 30)
{
kspStartIndex = i;
break;
}
}
//fix last sin
var kspEndIndex = kspIndexes.Count;
for (int y = kspIndexes.Count; y-- > 1;)
{
var endRsult = kspIndexes[y] - kspIndexes[y - 1];
if (endRsult > 20)
{
kspEndIndex = y;
break;
}
}
kspIndexes = kspIndexes.Skip(kspStartIndex + 1).Take(kspEndIndex - kspStartIndex - 1).ToList();
for (int j = 0; j < kspIndexes.Count; j++)
{
var index = kspIndexes[j];
var controlWindow = new List <double>();
var controlTimeDeltas = new List <double>();
var controlWindowLength = Convert.ToInt32(Math.Round(sinLenght / 5, 0));
if (j > 0)
{
controlWindow = fileData.Eye.Skip(index - (controlWindowLength / 2)).Take(controlWindowLength).ToList();
controlTimeDeltas = fileData.TimeDeltas.Skip(index - (controlWindowLength / 2)).Take(controlWindowLength).ToList();
}
else
{
controlWindow = fileData.Eye.Skip(index).Take(controlWindowLength).ToList();
controlTimeDeltas = fileData.TimeDeltas.Skip(index).Take(controlWindowLength).ToList();
}
if (filterConfig.FilterByButterworth)
{
controlWindow = FilterController.FilterByButterworth(filterConfig, controlWindow.ToArray()).ToList();
}
var filteredWindowItems = new Dictionary <double, double>();
for (int g = 0; g < controlWindow.Count(); g++)
{
filteredWindowItems.Add(controlTimeDeltas[g], controlWindow[g]);
}
filteredControlWindows.Add(filteredWindowItems);
double eyeValue = controlWindow.Average();
var spotValue = fileData.Spot[index];
var result = eyeValue / spotValue;
results.Add(result);
}
var gainCalculations = new Dictionary <string, double?>();
var longSinGain = results.Average();
gainCalculations.Add("Long", longSinGain);
var longSinW1 = accuracyKspDiffValues.Sum();
var longSinW2 = accuracyKspSpotValues.Sum();
var longSinAcc = 1D - (longSinW1 / longSinW2);
var accuracyCalculations = new Dictionary <string, double?>();
accuracyCalculations.Add("Long", longSinAcc);
return(new PursuitGainCalculations
{
Gains = gainCalculations,
Accuracies = accuracyCalculations,
FilteredControlWindows = filteredControlWindows
});
}
public static PursuitGainCalculations CountCompoundSignalPursuitParameters(SpotGazeFileData fileData, FiltersConfig filterConfig)
{
var mncal = fileData.Spot.Min();
var mxcal = fileData.Spot.Max();
var amp = (mxcal - mncal) / 2;
var srod = (mxcal + mncal) / 2;
var start = fileData.Eye.FirstOrDefault(x => x == srod);
var testValues = new List <double>();
var kspIndexes = new List <KeyValuePair <double, int> >();
var accuracyKspSpotValues = new List <KeyValuePair <double, double> >();
var accuracyKspDiffValues = new List <KeyValuePair <double, double> >();
double sinLongStart;
double sinMidStart;
double sinShortStart;
double sinLongEnd;
double sinMidEnd;
double sinShortEnd;
if (fileData.FileType == FileType.Maruniec)
{
// maruniec do zrobienia
sinMidStart = 37 * Consts.TimeScaleFactorStandard;
sinShortStart = 79 * Consts.TimeScaleFactorStandard;
}
else
{
sinLongStart = 12 * Consts.TimeScaleFactorStandard;
sinLongEnd = 32 * Consts.TimeScaleFactorStandard;
sinMidStart = 40 * Consts.TimeScaleFactorStandard;
sinMidEnd = 68 * Consts.TimeScaleFactorStandard;
sinShortStart = 77 * Consts.TimeScaleFactorStandard;
sinShortEnd = 90 * Consts.TimeScaleFactorStandard;
}
var unifiedTimeStamps = InputDataHelper.GetTimeStampsScaled(fileData.Time, fileData.FileType);
for (int i = 0; i < fileData.Spot.Length; i++)
{
var xSpot = fileData.Spot[i];
var sinLenght = 240D;
if (unifiedTimeStamps[i] >= sinMidStart && unifiedTimeStamps[i] <= sinShortStart)
{
sinLenght = 120D;
}
else if (unifiedTimeStamps[i] >= sinShortStart)
{
sinLenght = 30D;
}
if (Math.Abs(xSpot - srod) > amp * 0.995D)
{
kspIndexes.Add(new KeyValuePair <double, int>(sinLenght, i));
//Accuracy
var xEye = fileData.Eye[i];
var diffVal = Math.Abs(xEye - xSpot);
accuracyKspDiffValues.Add(new KeyValuePair <double, double>(sinLenght, diffVal));
accuracyKspSpotValues.Add(new KeyValuePair <double, double>(sinLenght, Math.Abs(xSpot)));
}
}
var kspEyeValues = new List <double>();
var kspSpotValues = new List <double>();
var results = new List <KeyValuePair <double, double> >();
var isPositive = true;
var times = new List <double>();
var filteredControlWindows = new List <Dictionary <double, double> >();
var kspDiffValues = new List <Dictionary <double, double> >();
for (int j = 0; j < kspIndexes.Count; j++)
{
var sinLenght = kspIndexes[j].Key;
var index = kspIndexes[j].Value;
var time = InputDataHelper.GetScaledTimeFromIndex(fileData, index).GetValueOrDefault();
times.Add(time);
var controlWindow = new List <double>();
var controlTimeDeltas = new List <double>();
var controlWindowLength = Convert.ToInt32(Math.Round(sinLenght / 5, 0));
if (j > 0)
{
controlWindow = fileData.Eye.Skip(index - (controlWindowLength / 2)).Take(controlWindowLength).ToList();
controlTimeDeltas = fileData.TimeDeltas.Skip(index - (controlWindowLength / 2)).Take(controlWindowLength).ToList();
}
else
{
controlWindow = fileData.Eye.Skip(index).Take(controlWindowLength).ToList();
controlTimeDeltas = fileData.TimeDeltas.Skip(index).Take(controlWindowLength).ToList();
}
if (filterConfig.FilterByButterworth)
{
controlWindow = FilterController.FilterByButterworth(filterConfig, controlWindow.ToArray()).ToList();
}
var filteredWindowItems = new Dictionary <double, double>();
for (int g = 0; g < controlWindow.Count(); g++)
{
filteredWindowItems.Add(controlTimeDeltas[g], controlWindow[g]);
}
filteredControlWindows.Add(filteredWindowItems);
double eyeValue;
if (isPositive)
{
eyeValue = controlWindow.Average(); //Max();
isPositive = false;
}
else
{
eyeValue = controlWindow.Average(); //Min();
isPositive = true;
}
if (sinLenght == 30D)
{
testValues.Add(eyeValue);
}
//var eyeValue = fileData.Eye[index];
var spotValue = fileData.Spot[index];
var result = eyeValue / spotValue;
results.Add(new KeyValuePair <double, double>(sinLenght, result));
}
var longSinGain = new double?();
if (results.Where(x => x.Key == 240D).Count() > 0)
{
longSinGain = results.Where(x => x.Key == 240D).Select(x => x.Value).Average();
}
var midSinGain = new double?();
if (results.Where(x => x.Key == 120D).Select(x => x.Value).Count() > 0)
{
midSinGain = results.Where(x => x.Key == 120D).Select(x => x.Value).Average();
}
var shortSinGain = new double?();
if (results.Where(x => x.Key == 30D).Select(x => x.Value).Count() > 0)
{
shortSinGain = results.Where(x => x.Key == 30D).Select(x => x.Value).Average();
}
var gainCalculations = new Dictionary <string, double?>();
if (longSinGain.HasValue)
{
gainCalculations.Add("Long", longSinGain.GetValueOrDefault());
}
else
{
gainCalculations.Add("Long", null);
}
if (midSinGain.HasValue)
{
gainCalculations.Add("Mid", midSinGain.GetValueOrDefault());
}
else
{
gainCalculations.Add("Mid", null);
}
if (shortSinGain.HasValue)
{
gainCalculations.Add("Short", shortSinGain.GetValueOrDefault());
}
else
{
gainCalculations.Add("Short", null);
}
var longSinAcc = new double?();
if (accuracyKspDiffValues.Where(x => x.Key == 240D).Count() > 0 && accuracyKspSpotValues.Where(x => x.Key == 240D).Count() > 0)
{
var longSinW1 = accuracyKspDiffValues.Where(x => x.Key == 240D).Select(x => x.Value).Sum();
var longSinW2 = accuracyKspSpotValues.Where(x => x.Key == 240D).Select(x => x.Value).Sum();
longSinAcc = 1D - (longSinW1 / longSinW2);
}
var midSinAcc = new double?();
if (accuracyKspDiffValues.Where(x => x.Key == 120D).Count() > 0 && accuracyKspDiffValues.Where(x => x.Key == 120D).Count() > 0)
{
var midSinW1 = accuracyKspDiffValues.Where(x => x.Key == 120D).Select(x => x.Value).Sum();
var midSinW2 = accuracyKspSpotValues.Where(x => x.Key == 120D).Select(x => x.Value).Sum();
midSinAcc = 1D - (midSinW1 / midSinW2);
}
var shortSinAcc = new double?();
if (accuracyKspDiffValues.Where(x => x.Key == 30D).Count() > 0 && accuracyKspDiffValues.Where(x => x.Key == 30D).Count() > 0)
{
var shortSinW1 = accuracyKspDiffValues.Where(x => x.Key == 30D).Select(x => x.Value).Sum();
var shortSinW2 = accuracyKspSpotValues.Where(x => x.Key == 30D).Select(x => x.Value).Sum();
shortSinAcc = 1D - (shortSinW1 / shortSinW2);
}
else
{
shortSinAcc = null;
}
var accuracyCalculations = new Dictionary <string, double?>();
accuracyCalculations.Add("Long", longSinAcc);
accuracyCalculations.Add("Mid", midSinAcc);
accuracyCalculations.Add("Short", shortSinAcc);
return(new PursuitGainCalculations {
Gains = gainCalculations, Accuracies = accuracyCalculations,
FilteredControlWindows = filteredControlWindows
});
}