Esempio n. 1
0
 TPRManager(PNEANet &Net) : Net(Net), CapIndex(0), FlowV(Net->GetMxEId()), ExcessV(Net->GetMxNId()), EdgeNumsV(Net->GetMxNId()), LabelsV(Net->GetMxNId()), LabelCounts(Net->GetNodes() + 1), LabelLimit(0), MaxLabel(Net->GetNodes()), ActiveNodeSet(Net->GetMxNId()), ActiveCount(0) {
   CapIndex = Net->GetIntAttrIndE(CapAttrName);
   for (int i = 0; i <= Net->GetNodes(); i++) { LabelCounts[i] = 0; }
   for (TNEANet::TEdgeI EI = Net->BegEI(); EI != Net->EndEI(); EI++) {
     int EId = EI.GetId();
     IAssert(Capacity(EId) >= 0);
     FlowV[EId] = 0;
   }
   for (TNEANet::TNodeI NI = Net->BegNI(); NI != Net->EndNI(); NI++) {
     int NId = NI.GetId();
     ExcessV[NId] = 0;
     EdgeNumsV[NId] = 0;
     ActiveNodeSet[NId] = 0;
   }
   LabelCounts[0] = Net->GetNodes();
 }
Esempio n. 2
0
int GetMaxFlowIntEK (PNEANet &Net, const int &SrcNId, const int &SnkNId) {
  IAssert(Net->IsNode(SrcNId));
  IAssert(Net->IsNode(SnkNId));
  if (SrcNId == SnkNId) { return 0; }
  int CapIndex = Net->GetIntAttrIndE(CapAttrName);
  TIntV Flow(Net->GetMxEId());
  // Initialize flow values to 0, and make sure capacities are nonnegative
  for (TNEANet::TEdgeI EI = Net->BegEI(); EI != Net->EndEI(); EI++) {
    IAssert(Net->GetIntAttrIndDatE(EI, CapIndex) >= 0);
    Flow[EI.GetId()] = 0;
  }
  // Return 0 if user attempts to flow from a node to itself.
  if (SrcNId == SnkNId) { return 0; }
  int MaxFlow = 0, MinAug, CurNId;
  while (true) {
    TIntV MidToSrcAugV; TIntV MidToSnkAugV;
    TIntQ FwdNodeQ; TIntQ BwdNodeQ;
    TIntH PredEdgeH; TIntH SuccEdgeH;
    MinAug = FindAugV(Net, CapIndex, Flow, FwdNodeQ, PredEdgeH, BwdNodeQ, SuccEdgeH, MidToSrcAugV, MidToSnkAugV, SrcNId, SnkNId);
    if (MinAug == 0) { break; }
    MaxFlow += MinAug;
    CurNId = SrcNId;
    for (int i = MidToSrcAugV.Len() - 1; i >= 0; i--) {
      int NextEId = MidToSrcAugV[i];
      const TNEANet::TEdgeI &EI = Net->GetEI(NextEId);
      if (EI.GetSrcNId() == CurNId) {
        Flow[NextEId] += MinAug;
        CurNId = EI.GetDstNId();
      } else {
        Flow[NextEId] -= MinAug;
        CurNId = EI.GetSrcNId();
      }
    }
    for (int i = 0; i < MidToSnkAugV.Len(); i++) {
      int NextEId = MidToSnkAugV[i];
      const TNEANet::TEdgeI &EI = Net->GetEI(NextEId);
      if (EI.GetSrcNId() == CurNId) {
        Flow[NextEId] += MinAug;
        CurNId = EI.GetDstNId();
      } else {
        Flow[NextEId] -= MinAug;
        CurNId = EI.GetSrcNId();
      }
    }
  }
  return MaxFlow;
}
Esempio n. 3
0
// Test node, edge attribute functionality
TEST(TNEANet, AddEdgeNodeAfterAttrAdded) {
  PNEANet Graph;
  Graph = TNEANet::New();

  TStr StrAttr("name");
  TStr EIntAttr("weight");
  TStr NIntAttr("test");

  Graph->AddStrAttrN(StrAttr);
  Graph->AddIntAttrN(NIntAttr);
  Graph->AddIntAttrE(EIntAttr);

  Graph->AddNode(0);
  Graph->AddNode(1);
  Graph->AddNode(2);

  Graph->AddStrAttrDatN(0, "zero", StrAttr);
  Graph->AddStrAttrDatN(1, "one", StrAttr);
  Graph->AddStrAttrDatN(2, "two", StrAttr);

  Graph->AddEdge(0, 1);
  Graph->AddEdge(1, 2);
  Graph->AddEdge(2, 0);

  for (TNEANet::TEdgeI EI = Graph->BegEI(); EI < Graph->EndEI(); EI++) {
    Graph->AddIntAttrDatE(EI.GetId(), EI.GetId()*3+1, EIntAttr);
  }

  for (TNEANet::TEdgeI EI = Graph->BegEI(); EI < Graph->EndEI(); EI++) {
    TInt AttrVal = Graph->GetIntAttrDatE(EI.GetId(), EIntAttr);
    ASSERT_EQ(EI.GetId()*3+1, AttrVal);
  }
}
Esempio n. 4
0
File: n2v.cpp Progetto: jsw883/snap
void node2vec(PNEANet& InNet, double& ParamP, double& ParamQ,
 int& Dimensions, int& WalkLen, int& NumWalks, int& WinSize, int& Iter, bool& Verbose,
 TIntFltVH& EmbeddingsHV) {
  PWNet NewNet = PWNet::New();
  for (TNEANet::TEdgeI EI = InNet->BegEI(); EI < InNet->EndEI(); EI++) {
    if (!NewNet->IsNode(EI.GetSrcNId())) { NewNet->AddNode(EI.GetSrcNId()); }
    if (!NewNet->IsNode(EI.GetDstNId())) { NewNet->AddNode(EI.GetDstNId()); }
    NewNet->AddEdge(EI.GetSrcNId(), EI.GetDstNId(), InNet->GetFltAttrDatE(EI,"weight"));
  }
  node2vec(NewNet, ParamP, ParamQ, Dimensions, WalkLen, NumWalks, WinSize, Iter, 
   Verbose, EmbeddingsHV);
}