C++ (Cpp) TCascade::Clr Examples

Example #1

File: cascinf.cpp Project: blizzardwj/ML_netinf

void TNetInfBs::GenCascade(TCascade& C, const int& TModel, const double &window, TIntPrIntH& EdgesUsed, const double& delta,
						   const double& std_waiting_time, const double& std_beta) {
	TIntFltH InfectedNIdH; TIntH InfectedBy;
	double GlobalTime; int StartNId;
	double alpha, beta;

	if (GroundTruth->GetNodes() == 0)
		return;

	while (C.Len() < 2) {
		C.Clr();
		InfectedNIdH.Clr();
		InfectedBy.Clr();
		GlobalTime = 0;

		StartNId = GroundTruth->GetRndNId();
		InfectedNIdH.AddDat(StartNId) = GlobalTime;

		while (true) {
			// sort by time & get the oldest node that did not run infection
			InfectedNIdH.SortByDat(true);
			const int& NId = InfectedNIdH.BegI().GetKey();
			GlobalTime = InfectedNIdH.BegI().GetDat();

			// all the nodes has run infection
			if (GlobalTime >= window)
				break;

			// add current oldest node to the network and set its time
			C.Add(NId, GlobalTime);

			// run infection from the current oldest node
			const TNGraph::TNodeI NI = GroundTruth->GetNI(NId);
			for (int e = 0; e < NI.GetOutDeg(); e++) {
				const int DstNId = NI.GetOutNId(e);

				beta = Betas.GetDat(TIntPr(NId, DstNId));

				// flip biased coin (set by beta)
				if (TInt::Rnd.GetUniDev() > beta+std_beta*TFlt::Rnd.GetNrmDev())
					continue;

				alpha = Alphas.GetDat(TIntPr(NId, DstNId));

				// not infecting the parent
				if (InfectedBy.IsKey(NId) && InfectedBy.GetDat(NId).Val == DstNId)
					continue;

				double sigmaT;
				switch (TModel) {
				case 0:
					// exponential with alpha parameter
					sigmaT = TInt::Rnd.GetExpDev(alpha);
					break;
				case 1:
					// power-law with alpha parameter
					sigmaT = TInt::Rnd.GetPowerDev(alpha);
					while (sigmaT < delta) { sigmaT = TInt::Rnd.GetPowerDev(alpha); }
					break;
				case 2:
					// rayleigh with alpha parameter
					sigmaT = TInt::Rnd.GetRayleigh(1/sqrt(alpha));
					break;
				default:
					sigmaT = 1;
					break;
				}

				// avoid negative time diffs in case of noise
				if (std_waiting_time > 0)
					sigmaT = TFlt::GetMx(0.0, sigmaT + std_waiting_time*TFlt::Rnd.GetNrmDev());

				double t1 = GlobalTime + sigmaT;

				if (InfectedNIdH.IsKey(DstNId)) {
					double t2 = InfectedNIdH.GetDat(DstNId);
					if (t2 > t1 && t2 != window) {
						InfectedNIdH.GetDat(DstNId) = t1;
						InfectedBy.GetDat(DstNId) = NId;
					}
				} else {
					InfectedNIdH.AddDat(DstNId) = t1;
					InfectedBy.AddDat(DstNId) = NId;
				}
			}

			// we cannot delete key (otherwise, we cannot sort), so we assign a big time (window cut-off)
			InfectedNIdH.GetDat(NId) = window;
		}

	}

	C.Sort();

	for (TIntH::TIter EI = InfectedBy.BegI(); EI < InfectedBy.EndI(); EI++) {
		TIntPr Edge(EI.GetDat().Val, EI.GetKey().Val);

		if (!EdgesUsed.IsKey(Edge)) EdgesUsed.AddDat(Edge) = 0;

		EdgesUsed.GetDat(Edge) += 1;
	}
}