void TestLifeModel(int F, int V, int n = 5, bool future = false)
{
/*
*
* '''--------------------------------------Reading sample from thesis
* F, V= (3,5)
#C, G, B= (0, 1, 2)
#VL, L, N, H, VH= (0, 1, 2, 3, 4)
* Z=[TemporalAbstraction(1,3,1,5),#(G,H,1,4)
* TemporalAbstraction(0,2,2,14),#(C,N,2,14)
* TemporalAbstraction(2,2,4,20),#(B,N,4,20)
* TemporalAbstraction(1,2,6,9),#(G,N,6,9)
* TemporalAbstraction(1,3,10,13),#(G,H,10,13)
* TemporalAbstraction(0,3,15,24),#(C,H,15,24)
* TemporalAbstraction(1,4,16,23)#(G,VH,16,23)
* ]
* '''
*
* */
F = 2;
V = 2;
// int C=0, G=1,
List <TemporalAbstraction> MSS = new List <TemporalAbstraction>();
for (int i = 0; i < 50; i++)
{
MSS.Add(new TemporalAbstraction(i % 2, 1 - i % 2, i, i + 2));
}
//Z =[TemporalAbstraction(i % 2, (1 - i % 2), i, i + 2) for i in range(50)]
LifeModel lm = new LifeModel(F, V, n, future);
var ITS = lm.GetITS(MSS);
}
public List <List <Point> > MapMultivariateTimeSeries(List <Point> mts, TimeSpan delta, bool fixedIntervals = false)
{
var result = new List <List <Point> >();
var periods = LifeModel.CreatePeriods(32, fixedSize: fixedIntervals, DeltaT: delta.TotalSeconds);//32 seconds by default
//Normalize values to zero (Maximum is zero, everything else is negative)
var max = mts.Max(x => x.TimeStamp);
//mts.ForEach(x => );
mts = mts.Select(x => x.Normalize(max)).ToList();
//And it is about history
//foreach (var point in mts)
{
for (int i = 0; i < periods.Count; i++)
{
List <Point> intervalPoints = new List <Point>();
if (!fixedIntervals)//Life Model->Millisecond periods
{
intervalPoints = mts.Where(x =>
((x.TimeStamp.TotalMilliseconds >= periods[i].start) && (x.TimeStamp.TotalMilliseconds < periods[i].end))).ToList();//.ToDictionary(x => x.Key, x => x.Value);//.ToDictionary (.ToDictionary<int,TemporalAbstraction>( ;//.Select(x=>x.Value).ToList();
}
else//Fixed intervals are second in fractions
{
intervalPoints = mts.Where(x =>
((x.TimeStamp.TotalSeconds >= periods[i].start) && (x.TimeStamp.TotalSeconds < periods[i].end))).ToList();//.ToDictionary(x => x.Key, x => x.Value);//.ToDictionary (.ToDictionary<int,TemporalAbstraction>( ;//.Select(x=>x.Value).ToList();
}
result.Add(intervalPoints);
//Binary search later!! or direct finding!
//if(point.TimeStamp.)
}
}
//find each point s locatio in each period and add it to thaf list
//Give each mappmapped List of points to a mapper function
// Mapped should contain the MIM mapped interval matrix. and the result is mapped interval sequrnce MIS
return(result);
}
