public override void CreateFolder()
{
base.CreateFolder();
// Add custom metadata for Latin Hypercube
metadata.AddAttribute("Type", "DesignsStudy");
//metadata.AddAttribute("WorkflowName", component.Name);
metadata.AddTag("Name", "Latin Hypercube Sampling");
metadata.AddParameter(new IntegerData("ID"));
var dummy = new DoubleVectorData(Input.Name, "", null, (Input as DoubleData).DecimalPlaces, Input.Unit);
metadata.AddParameter(dummy, new XElement("IntegralFactor",
new XAttribute("InitialValue", X0),
new XAttribute("FinalValue", Xn),
new XAttribute("Step", H)));
dummy = new DoubleVectorData($"d{Output.Name}/d{Input.Name}", "", null, (Output as DoubleData).DecimalPlaces, Output.Unit);
metadata.AddParameter(dummy, new XElement("IntegralResponse"));
dummy = new DoubleVectorData(Output.Name, "", null, (Output as DoubleData).DecimalPlaces, Output.Unit);
metadata.AddParameter(dummy, new XElement("IntegralResponse", new XAttribute("InitialValue", X0)));
metadata.Save();
}
private void WriteLinetoCSVArray(CSVFiler csvFile, double[] x, double[] e, double[] y)
{
csvFile.NewRow();
csvFile.AddToRow(0 /*IntegerVectorData.ValueToString(i)*/);
csvFile.AddToRow(DoubleVectorData.ValueToString(x));
csvFile.AddToRow(DoubleVectorData.ValueToString(e));
csvFile.AddToRow(DoubleVectorData.ValueToString(y));
csvFile.WriteRow();
}
private void WriteResults()
{
//using (var csvFile = new CSVFiler(CsvPath))
//{
// var parametersLookup = Mission.Segments.SelectMany(s => s.Parameters.Select(p => (p, s.Times))).ToLookup(t => t.Item1.Data.Name);
// csvFile.NewRow();
// csvFile.AddToRow(1);
// foreach (var data in Mission.Data)
// {
// var tuples = parametersLookup[data.Name];
// double[] times = tuples.Select(t => t.Item2).Aggregate(new List<double>(), (t, l) =>
// {
// t.AddRange(l);
// return t;
// }, t => t.ToArray());
// var values = tuples.Select(t =>
// {
// (MissionParameter parameter, double[] timeArray) = t;
// var vals = new double[0];
// if (parameter is ConstantMissionParameter constantParameter)
// {
// if (constantParameter.Data.Value is double d)
// {
// vals = MathNet.Numerics.Generate.Repeat(timeArray.Length, d);
// }
// else if (constantParameter.Data.Value is int i)
// {
// vals = MathNet.Numerics.Generate.Repeat(timeArray.Length, (double)i);
// }
// }
// else if (parameter is VariableMissionParameter variableParameter)
// {
// vals = variableParameter.Values.Cast<double>().ToArray();
// }
// return vals;
// }).Aggregate(new List<double>(), (t, l) =>
// {
// t.AddRange(l);
// return t;
// }, t => t.ToArray());
// csvFile.AddToRow(DoubleVectorData.ValueToString(times));
// csvFile.AddToRow(DoubleVectorData.ValueToString(values));
// }
// csvFile.WriteRow();
//}
using (var csvFile = new CSVFiler(CsvPath))
{
csvFile.NewRow();
csvFile.AddToRow(1);
foreach (var segment in Mission.Segments)
{
double[] times = segment.Times;
csvFile.AddToRow(DoubleVectorData.ValueToString(times));
foreach (var parameter in segment.Parameters)
{
var values = new double[0];
if (parameter is ConstantMissionParameter constantParameter)
{
if (constantParameter.Data.Value is double d)
{
values = MathNet.Numerics.Generate.Repeat(times.Length, d);
}
else if (constantParameter.Data.Value is int i)
{
values = MathNet.Numerics.Generate.Repeat(times.Length, (double)i);
}
}
else if (parameter is VariableMissionParameter variableParameter)
{
values = variableParameter.Values.Cast <double>().ToArray();
}
csvFile.AddToRow(DoubleVectorData.ValueToString(values));
}
}
csvFile.WriteRow();
}
}
