TNGraph Class Reference

Directed graph. More...

#include <graph.h>

Collaboration diagram for TNGraph:

Classes
class	TEdgeI
	Edge iterator. Only forward iteration (operator++) is supported. More...
class	TNode
class	TNodeI
	Node iterator. Only forward iteration (operator++) is supported. More...

Public Types
typedef TNGraph	TNet
typedef TPt< TNGraph >	PNet

Public Member Functions
	TNGraph ()
	TNGraph (const int &Nodes, const int &Edges)
	Constructor that reserves enough memory for a graph of Nodes nodes and Edges edges. More...
	TNGraph (const TNGraph &Graph)
	TNGraph (TSIn &SIn)
	Constructor that loads the graph from a (binary) stream SIn. More...
void	Save (TSOut &SOut) const
	Saves the graph to a (binary) stream SOut. More...
bool	HasFlag (const TGraphFlag &Flag) const
	Allows for run-time checking the type of the graph (see the TGraphFlag for flags). More...
TNGraph &	operator= (const TNGraph &Graph)
int	GetNodes () const
	Returns the number of nodes in the graph. More...
int	AddNode (int NId=-1)
	Adds a node of ID NId to the graph. More...
int	AddNode (const TNodeI &NodeId)
	Adds a node of ID NodeI.GetId() to the graph. More...
int	AddNode (const int &NId, const TIntV &InNIdV, const TIntV &OutNIdV)
	Adds a node of ID NId to the graph, creates edges to the node from all nodes in vector InNIdV, creates edges from the node to all nodes in vector OutNIdV. More...
int	AddNode (const int &NId, const TVecPool< TInt > &Pool, const int &SrcVId, const int &DstVId)
	Adds a node of ID NId to the graph, creates edges to the node from all nodes in vector InNIdV in the vector pool Pool, creates edges from the node to all nodes in vector OutNIdVin the vector pool Pool . More...
void	DelNode (const int &NId)
	Deletes node of ID NId from the graph. More...
void	DelNode (const TNode &NodeI)
	Deletes node of ID NodeI.GetId() from the graph. More...
bool	IsNode (const int &NId) const
	Tests whether ID NId is a node. More...
TNodeI	BegNI () const
	Returns an iterator referring to the first node in the graph. More...
TNodeI	EndNI () const
	Returns an iterator referring to the past-the-end node in the graph. More...
TNodeI	GetNI (const int &NId) const
	Returns an iterator referring to the node of ID NId in the graph. More...
int	GetMxNId () const
	Returns an ID that is larger than any node ID in the graph. More...
int	GetEdges () const
	Returns the number of edges in the graph. More...
int	AddEdge (const int &SrcNId, const int &DstNId)
	Adds an edge from node IDs SrcNId to node DstNId to the graph. More...
int	AddEdge (const TEdgeI &EdgeI)
	Adds an edge from EdgeI.GetSrcNId() to EdgeI.GetDstNId() to the graph. More...
void	DelEdge (const int &SrcNId, const int &DstNId, const bool &IsDir=true)
	Deletes an edge from node IDs SrcNId to DstNId from the graph. More...
bool	IsEdge (const int &SrcNId, const int &DstNId, const bool &IsDir=true) const
	Tests whether an edge from node IDs SrcNId to DstNId exists in the graph. More...
TEdgeI	BegEI () const
	Returns an iterator referring to the first edge in the graph. More...
TEdgeI	EndEI () const
	Returns an iterator referring to the past-the-end edge in the graph. More...
TEdgeI	GetEI (const int &EId) const
	Not supported/implemented! More...
TEdgeI	GetEI (const int &SrcNId, const int &DstNId) const
	Returns an iterator referring to edge (SrcNId, DstNId) in the graph. More...
int	GetRndNId (TRnd &Rnd=TInt::Rnd)
	Returns an ID of a random node in the graph. More...
TNodeI	GetRndNI (TRnd &Rnd=TInt::Rnd)
	Returns an interator referring to a random node in the graph. More...
void	GetNIdV (TIntV &NIdV) const
	Gets a vector IDs of all nodes in the graph. More...
bool	Empty () const
	Tests whether the graph is empty (has zero nodes). More...
void	Clr ()
	Deletes all nodes and edges from the graph. More...
void	Reserve (const int &Nodes, const int &Edges)
	Reserves memory for a graph of Nodes nodes and Edges edges. More...
void	ReserveNIdInDeg (const int &NId, const int &InDeg)
	Reserves memory for node ID NId having InDeg in-edges. More...
void	ReserveNIdOutDeg (const int &NId, const int &OutDeg)
	Reserves memory for node ID NId having OutDeg out-edges. More...
void	Defrag (const bool &OnlyNodeLinks=false)
	Defragments the graph. More...
bool	IsOk (const bool &ThrowExcept=true) const
	Checks the graph data structure for internal consistency. More...
void	Dump (FILE *OutF=stdout) const
	Print the graph in a human readable form to an output stream OutF. More...

Static Public Member Functions
static PNGraph	New ()
	Static constructor that returns a pointer to the graph. Call: PNGraph Graph = TNGraph::New(). More...
static PNGraph	New (const int &Nodes, const int &Edges)
	Static constructor that returns a pointer to the graph and reserves enough memory for Nodes nodes and Edges edges. More...
static PNGraph	Load (TSIn &SIn)
	Static constructor that loads the graph from a stream SIn and returns a pointer to it. More...
static PNGraph	GetSmallGraph ()
	Returns a small graph on 5 nodes and 6 edges. More...

Private Member Functions
TNode &	GetNode (const int &NId)
const TNode &	GetNode (const int &NId) const

Private Attributes
TCRef	CRef
TInt	MxNId
THash< TInt, TNode >	NodeH

Friends
class	TPt< TNGraph >
class	TNGraphMtx

Detailed Description

Directed graph.

Node IDs can be arbitrary non-negative integers. Nodes and edges have no attributes/data associated with them. There is at most one directed edge from one source node to a destination node. There can be an edge between the same pair of nodes in the opposite direction. Self loops (one per node) are allowed but multiple (parallel) edges are not. The directed graph data structure is implemented using sorted adjacency lists. This means adding a node takes constant time, while adding an edge takes linear time (since adjacency list is kept sorted) in the node degree. Accessing arbitrary node takes constant time and accessing any edge takes logarithmic time in the node degree.

Definition at line 293 of file graph.h.

Member Typedef Documentation

typedef TPt<TNGraph> TNGraph::PNet

Definition at line 296 of file graph.h.

typedef TNGraph TNGraph::TNet

Definition at line 295 of file graph.h.

Constructor & Destructor Documentation

TNGraph::TNGraph ( )

inline

Definition at line 396 of file graph.h.

Referenced by Load(), and New().

: CRef(), MxNId(0), NodeH() { }

Here is the caller graph for this function:

TNGraph::TNGraph ( const int &  Nodes, const int &  Edges  )

inlineexplicit

Constructor that reserves enough memory for a graph of Nodes nodes and Edges edges.

Definition at line 398 of file graph.h.

References Reserve().

: MxNId(0) { Reserve(Nodes, Edges); }

Here is the call graph for this function:

TNGraph::TNGraph ( const TNGraph &  Graph )

inline

Definition at line 399 of file graph.h.

: MxNId(Graph.MxNId), NodeH(Graph.NodeH) { }

TNGraph::TNGraph ( TSIn &  SIn )

inline

Constructor that loads the graph from a (binary) stream SIn.

Definition at line 401 of file graph.h.

: MxNId(SIn), NodeH(SIn) { }

Member Function Documentation

int TNGraph::AddEdge	(	const int &	SrcNId,
		const int &	DstNId
	)

Adds an edge from node IDs SrcNId to node DstNId to the graph.

If the edge already exists return -2. If the edge was successfully added return -1. Normally the function should return an ID of the edge added but since edges in TNGraph have no IDs we return -1. Function aborts if SrcNId or DstNId are not nodes in the graph.

Definition at line 286 of file graph.cpp.

References TVec< TVal, TSizeTy >::AddSorted(), TStr::Fmt(), GetNode(), IAssertR, TNGraph::TNode::InNIdV, IsEdge(), IsNode(), and TNGraph::TNode::OutNIdV.

Referenced by TFfGGen::AddNodes(), TKronNoise::FlipEdgeNoise(), TMAGParam< TNodeAttr >::GenAttrMAG(), TSnap::GenCopyModel(), TKronMtx::GenDetKronecker(), TKronMtx::GenFastKronecker(), TKronMtx::GenKronecker(), TSnap::GenRewire(), TSnap::GenRMat(), TKronMtx::GenRndGraph(), TKronMtx::GenThreshGraph(), TSnap::GetBfsTree(), TSnap::GetEgonet(), TGraphEnumUtils::GetGraph(), TCoda::GetGraphRawNID(), TNIBs::GetGroundTruthGraphAtT(), TGraphEnumUtils::GetIndGraph(), TNIBs::GetInferredGraphAtT(), TGraphKey::GetNGraph(), TGraphEnumUtils::GetNormalizedGraph(), GetSmallGraph(), TSnap::GetSubGraph(), TBigNet< TNodeData, IsDir >::GetSubNGraph(), TNetInfBs::GreedyOpt(), TSnap::LoadDyNet(), TSnap::LoadDyNetGraphV(), TNetInfBs::LoadGroundTruthTxt(), TCodaAnalyzer::Net2ModeCommunities(), and TKroneckerLL::SetRandomEdges().

                                                         {
  IAssertR(IsNode(SrcNId) && IsNode(DstNId), TStr::Fmt("%d or %d not a node.", SrcNId, DstNId).CStr());
  //IAssert(! IsEdge(SrcNId, DstNId));
  if (IsEdge(SrcNId, DstNId)) { return -2; }
  GetNode(SrcNId).OutNIdV.AddSorted(DstNId);
  GetNode(DstNId).InNIdV.AddSorted(SrcNId);
  return -1; // edge id
}

Here is the call graph for this function:

Here is the caller graph for this function:

int TNGraph::AddEdge ( const TEdgeI &  EdgeI )

inline

Adds an edge from EdgeI.GetSrcNId() to EdgeI.GetDstNId() to the graph.

Definition at line 478 of file graph.h.

References AddEdge(), TNGraph::TEdgeI::GetDstNId(), and TNGraph::TEdgeI::GetSrcNId().

Referenced by AddEdge().

{ return AddEdge(EdgeI.GetSrcNId(), EdgeI.GetDstNId()); }

Here is the call graph for this function:

Here is the caller graph for this function:

int TNGraph::AddNode

(

int

NId = -1

)

Adds a node of ID NId to the graph.

Returns the ID of the node being added. If NId is -1, node ID is automatically assigned. Aborts, if a node with ID NId already exists.

Definition at line 208 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::AddDat(), TStr::Fmt(), IAssertR, IsNode(), TMath::Mx(), MxNId, and NodeH.

Referenced by TFfGGen::AddNodes(), TKroneckerLL::AppendIsoNodes(), TMAGParam< TNodeAttr >::GenAttrMAG(), TSnap::GenCopyModel(), TKronMtx::GenDetKronecker(), TKronMtx::GenFastKronecker(), TKronMtx::GenKronecker(), TSnap::GenRewire(), TSnap::GenRMat(), TKronMtx::GenRndGraph(), TKronMtx::GenThreshGraph(), TSnap::GetBfsTree(), TSnap::GetEgonet(), TGraphEnumUtils::GetGraph(), TCoda::GetGraphRawNID(), TNIBs::GetGroundTruthGraphAtT(), TGraphEnumUtils::GetIndGraph(), TNIBs::GetInferredGraphAtT(), TGraphKey::GetNGraph(), TBigNet< TNodeData, IsDir >::GetNGraph(), TGraphEnumUtils::GetNormalizedGraph(), GetSmallGraph(), TSnap::GetSubGraph(), TBigNet< TNodeData, IsDir >::GetSubNGraph(), TNetInfBs::Init(), TSnap::LoadDyNet(), TSnap::LoadDyNetGraphV(), TNetInfBs::LoadGroundTruthTxt(), and TCodaAnalyzer::Net2ModeCommunities().

                            {
  if (NId == -1) {
    NId = MxNId;  MxNId++;
  } else {
    IAssertR(!IsNode(NId), TStr::Fmt("NodeId %d already exists", NId));
    MxNId = TMath::Mx(NId+1, MxNId());
  }
  NodeH.AddDat(NId, TNode(NId));
  return NId;
}

Here is the call graph for this function:

Here is the caller graph for this function:

int TNGraph::AddNode ( const TNodeI &  NodeId )

inline

Adds a node of ID NodeI.GetId() to the graph.

Definition at line 426 of file graph.h.

References AddNode(), and TNGraph::TNodeI::GetId().

Referenced by AddNode().

{ return AddNode(NodeId.GetId()); }

Here is the call graph for this function:

Here is the caller graph for this function:

int TNGraph::AddNode	(	const int &	NId,
		const TIntV &	InNIdV,
		const TIntV &	OutNIdV
	)

Adds a node of ID NId to the graph, creates edges to the node from all nodes in vector InNIdV, creates edges from the node to all nodes in vector OutNIdV.

Returns the ID of the node being added. If NId is -1, node ID is automatically assigned. Aborts, if a node with ID NId already exists.

The operation can create inconsistent graphs when the neighboring nodes in vectors InNIdV and OutNIdV do not exist. Use TNGraph::IsOk to check that the resulting graph is consistent after the operation.

Definition at line 221 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::AddDat(), TStr::Fmt(), IAssertR, TNGraph::TNode::Id, TNGraph::TNode::InNIdV, IsNode(), TMath::Mx(), MxNId, NodeH, TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::Sort().

                                                                              {
  int NewNId;
  if (NId == -1) {
    NewNId = MxNId;  MxNId++;
  } else {
    IAssertR(!IsNode(NId), TStr::Fmt("NodeId %d already exists", NId));
    NewNId = NId;
    MxNId = TMath::Mx(NewNId+1, MxNId());
  }
  TNode& Node = NodeH.AddDat(NewNId);
  Node.Id = NewNId;
  Node.InNIdV = InNIdV;
  Node.OutNIdV = OutNIdV;
  Node.InNIdV.Sort();
  Node.OutNIdV.Sort();
  return NewNId;
}

Here is the call graph for this function:

int TNGraph::AddNode	(	const int &	NId,
		const TVecPool< TInt > &	Pool,
		const int &	SrcVId,
		const int &	DstVId
	)

Adds a node of ID NId to the graph, creates edges to the node from all nodes in vector InNIdV in the vector pool Pool, creates edges from the node to all nodes in vector OutNIdVin the vector pool Pool .

Returns the ID of the node being added. If NId is -1, node ID is automatically assigned. Aborts, if a node with ID NId already exists.

The operation can create inconsistent graphs when the neighboring nodes stored in the Pool vector are not explicitly added to the graph. Use TNGraph::IsOk to check that the resulting graph is consistent.

Definition at line 241 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::AddDat(), TStr::Fmt(), TVec< TVal, TSizeTy >::GenExt(), TVecPool< TVal, TSizeTy >::GetValVPt(), TVecPool< TVal, TSizeTy >::GetVLen(), IAssertR, TNGraph::TNode::Id, TNGraph::TNode::InNIdV, IsNode(), TMath::Mx(), MxNId, NodeH, TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::Sort().

                                                                                                     {
  int NewNId;
  if (NId == -1) {
    NewNId = MxNId;  MxNId++;
  } else {
    IAssertR(!IsNode(NId), TStr::Fmt("NodeId %d already exists", NId));
    NewNId = NId;
    MxNId = TMath::Mx(NewNId+1, MxNId());
  }
  TNode& Node = NodeH.AddDat(NewNId);
  Node.Id = NewNId;
  Node.InNIdV.GenExt(Pool.GetValVPt(SrcVId), Pool.GetVLen(SrcVId));
  Node.OutNIdV.GenExt(Pool.GetValVPt(DstVId), Pool.GetVLen(DstVId));
  Node.InNIdV.Sort();
  Node.OutNIdV.Sort();
  return NewNId;
}

Here is the call graph for this function:

TEdgeI TNGraph::BegEI ( ) const

inline

Returns an iterator referring to the first edge in the graph.

Definition at line 488 of file graph.h.

References BegNI(), EndNI(), and TNGraph::TNodeI::GetOutDeg().

Referenced by TKronNoise::FlipEdgeNoise(), TGraphEnumUtils::GetIsoGraphs(), TGraphEnumUtils::GetNormalizedGraph(), TMAGFitBern::GradApxAffMtx(), TGraphEnumUtils::GraphId(), TKronNoise::RemoveEdgeNoise(), TNetInfBs::SaveGroundTruth(), TNetInfBs::SavePajek(), TNetInfBs::SavePlaneTextNet(), and TKroneckerLL::SetGraph().

{ TNodeI NI=BegNI(); while(NI<EndNI() && NI.GetOutDeg()==0){NI++;} return TEdgeI(NI, EndNI()); }

Here is the call graph for this function:

Here is the caller graph for this function:

TNodeI TNGraph::BegNI ( ) const

inline

Returns an iterator referring to the first node in the graph.

Definition at line 457 of file graph.h.

References THash< TKey, TDat, THashFunc >::BegI(), and NodeH.

Referenced by BegEI(), TCodaAnalyzer::Draw2ModeCommunity(), TSubGraphsEnum::Gen2Graphs(), TSnap::GenRewire(), TCoda::GetGraphRawNID(), TGHash< TDat >::GetNodeMap(), TGraphEnumUtils::GetNormalizedMap(), TSnap::GetSngVals(), TSnap::GetSngVec(), TForestFire::InfectAll(), TForestFire::InfectRnd(), TNetInfBs::Init(), TFfGGen::PlotFireSize(), TTimeNet::PlotMedianDegOverTm(), TSubGraphsEnum::RecurBfs(), TSubGraphsEnum::RecurBfs1(), TNetInfBs::SaveCascades(), TNetInfBs::SaveGroundTruth(), TKroneckerLL::SetDegPerm(), TGraphKey::TakeGraph(), and TGraphKey::TakeSig().

{ return TNodeI(NodeH.BegI()); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::Clr ( )

inline

Deletes all nodes and edges from the graph.

Definition at line 506 of file graph.h.

References THash< TKey, TDat, THashFunc >::Clr(), MxNId, and NodeH.

Referenced by TFfGGen::Clr(), and TGraphEnumUtils::GetGraph().

{ MxNId=0; NodeH.Clr(); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::Defrag

(

const bool &

OnlyNodeLinks = false

)

Defragments the graph.

After performing many node and edge insertions and deletions to a graph, the graph data structure will be fragmented in memory. This function compacts down the graph data structure and frees unneeded memory.

Definition at line 332 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::Defrag(), THash< TKey, TDat, THashFunc >::FFirstKeyId(), THash< TKey, TDat, THashFunc >::FNextKeyId(), TNGraph::TNode::InNIdV, THash< TKey, TDat, THashFunc >::IsKeyIdEqKeyN(), NodeH, TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::Pack().

Referenced by TSnap::GenRMat(), and TGraphKey::GetNGraph().

                                              {
  for (int n = NodeH.FFirstKeyId(); NodeH.FNextKeyId(n); ) {
    TNode& Node = NodeH[n];
    Node.InNIdV.Pack();  Node.OutNIdV.Pack();
  }
  if (! OnlyNodeLinks && ! NodeH.IsKeyIdEqKeyN()) { NodeH.Defrag(); }
}

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::DelEdge	(	const int &	SrcNId,
		const int &	DstNId,
		const bool &	IsDir = true
	)

Deletes an edge from node IDs SrcNId to DstNId from the graph.

If the edge (SrcNId, DstNId) does not exist in the graph function still completes. But the function aborts if SrcNId or DstNId are not nodes in the graph.

Definition at line 295 of file graph.cpp.

References TVec< TVal, TSizeTy >::Del(), TStr::Fmt(), GetNode(), IAssertR, TNGraph::TNode::InNIdV, IsNode(), TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::SearchBin().

Referenced by TKronNoise::FlipEdgeNoise(), TKroneckerLL::MetroGibbsSampleNext(), TKronNoise::RemoveEdgeNoise(), and TKroneckerLL::RestoreGraph().

                                                                             {
  IAssertR(IsNode(SrcNId) && IsNode(DstNId), TStr::Fmt("%d or %d not a node.", SrcNId, DstNId).CStr());
  { TNode& N = GetNode(SrcNId);
  const int n = N.OutNIdV.SearchBin(DstNId);
  if (n!= -1) { N.OutNIdV.Del(n); } }
  { TNode& N = GetNode(DstNId);
  const int n = N.InNIdV.SearchBin(SrcNId);
  if (n!= -1) { N.InNIdV.Del(n); } }
  if (! IsDir) {
    { TNode& N = GetNode(SrcNId);
    const int n = N.InNIdV.SearchBin(DstNId);
    if (n!= -1) { N.InNIdV.Del(n); } }
    { TNode& N = GetNode(DstNId);
    const int n = N.OutNIdV.SearchBin(SrcNId);
    if (n!= -1) { N.OutNIdV.Del(n); } }
  }
}

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::DelNode

(

const int &

NId

)

Deletes node of ID NId from the graph.

If the node of ID NId does not exist the function aborts.

Definition at line 259 of file graph.cpp.

References TVec< TVal, TSizeTy >::Del(), THash< TKey, TDat, THashFunc >::DelKey(), TNGraph::TNode::GetInDeg(), TNGraph::TNode::GetInNId(), GetNode(), TNGraph::TNode::GetOutDeg(), TNGraph::TNode::GetOutNId(), TNGraph::TNode::InNIdV, NodeH, TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::SearchBin().

Referenced by TCodaAnalyzer::Net2ModeCommunities(), TKronNoise::RemoveNodeNoise(), and TKroneckerLL::RestoreGraph().

                                    {
  { TNode& Node = GetNode(NId);
  for (int e = 0; e < Node.GetOutDeg(); e++) {
  const int nbr = Node.GetOutNId(e);
  if (nbr == NId) { continue; }
    TNode& N = GetNode(nbr);
    const int n = N.InNIdV.SearchBin(NId);
    if (n!= -1) { N.InNIdV.Del(n); }
  }
  for (int e = 0; e < Node.GetInDeg(); e++) {
  const int nbr = Node.GetInNId(e);
  if (nbr == NId) { continue; }
    TNode& N = GetNode(nbr);
    const int n = N.OutNIdV.SearchBin(NId);
    if (n!= -1) { N.OutNIdV.Del(n); }
  } }
  NodeH.DelKey(NId);
}

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::DelNode ( const TNode &  NodeI )

inline

Deletes node of ID NodeI.GetId() from the graph.

Definition at line 453 of file graph.h.

References DelNode(), and TNGraph::TNode::GetId().

Referenced by DelNode().

{ DelNode(NodeI.GetId()); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::Dump

(

FILE *

OutF = stdout

)

const

Print the graph in a human readable form to an output stream OutF.

Definition at line 387 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::FFirstKeyId(), THash< TKey, TDat, THashFunc >::FNextKeyId(), GetEdges(), TNGraph::TNode::GetId(), TNGraph::TNode::GetInDeg(), TNGraph::TNode::GetInNId(), GetNodes(), TNGraph::TNode::GetOutDeg(), TNGraph::TNode::GetOutNId(), and NodeH.

                                   {
  const int NodePlaces = (int) ceil(log10((double) GetNodes()));
  fprintf(OutF, "-------------------------------------------------\nDirected Node Graph: nodes: %d, edges: %d\n", GetNodes(), GetEdges());
  for (int N = NodeH.FFirstKeyId(); NodeH.FNextKeyId(N); ) {
    const TNode& Node = NodeH[N];
    fprintf(OutF, "  %*d]\n", NodePlaces, Node.GetId());
    fprintf(OutF, "    in [%d]", Node.GetInDeg());
    for (int edge = 0; edge < Node.GetInDeg(); edge++) {
      fprintf(OutF, " %*d", NodePlaces, Node.GetInNId(edge)); }
    fprintf(OutF, "\n    out[%d]", Node.GetOutDeg());
    for (int edge = 0; edge < Node.GetOutDeg(); edge++) {
      fprintf(OutF, " %*d", NodePlaces, Node.GetOutNId(edge)); }
    fprintf(OutF, "\n");
  }
  fprintf(OutF, "\n");
}

Here is the call graph for this function:

bool TNGraph::Empty ( ) const

inline

Tests whether the graph is empty (has zero nodes).

Definition at line 504 of file graph.h.

References GetNodes().

{ return GetNodes()==0; }

Here is the call graph for this function:

TEdgeI TNGraph::EndEI ( ) const

inline

Returns an iterator referring to the past-the-end edge in the graph.

Definition at line 490 of file graph.h.

References EndNI().

Referenced by TKronNoise::FlipEdgeNoise(), TGraphEnumUtils::GetIsoGraphs(), TGraphEnumUtils::GetNormalizedGraph(), TMAGFitBern::GradApxAffMtx(), TGraphEnumUtils::GraphId(), TKronNoise::RemoveEdgeNoise(), TNetInfBs::SaveGroundTruth(), TNetInfBs::SavePajek(), TNetInfBs::SavePlaneTextNet(), and TKroneckerLL::SetGraph().

{ return TEdgeI(EndNI(), EndNI()); }

Here is the call graph for this function:

Here is the caller graph for this function:

TNodeI TNGraph::EndNI ( ) const

inline

Returns an iterator referring to the past-the-end node in the graph.

Definition at line 459 of file graph.h.

References THash< TKey, TDat, THashFunc >::EndI(), and NodeH.

Referenced by BegEI(), TCodaAnalyzer::Draw2ModeCommunity(), EndEI(), TSubGraphsEnum::Gen2Graphs(), TSnap::GenRewire(), GetEI(), TCoda::GetGraphRawNID(), TGraphEnumUtils::GetNormalizedMap(), TSnap::GetSngVals(), TSnap::GetSngVec(), TForestFire::InfectAll(), TForestFire::InfectRnd(), TNetInfBs::Init(), TFfGGen::PlotFireSize(), TTimeNet::PlotMedianDegOverTm(), TSubGraphsEnum::RecurBfs(), TSubGraphsEnum::RecurBfs1(), TNetInfBs::SaveCascades(), TNetInfBs::SaveGroundTruth(), TKroneckerLL::SetDegPerm(), TGraphKey::TakeGraph(), and TGraphKey::TakeSig().

{ return TNodeI(NodeH.EndI()); }

Here is the call graph for this function:

Here is the caller graph for this function:

int TNGraph::GetEdges

(

)

const

Returns the number of edges in the graph.

Definition at line 278 of file graph.cpp.

References THash< TKey, TDat, THashFunc >::FFirstKeyId(), THash< TKey, TDat, THashFunc >::FNextKeyId(), and NodeH.

Referenced by TFfGGen::AddNodes(), Dump(), TKronNoise::FlipEdgeNoise(), TSubGraphsEnum::Gen2Graphs(), TKronMtx::GenFastKronecker(), TKronMtx::GenKronecker(), TSnap::GenRewire(), TKroneckerLL::GetAbsErr(), TNetInfBs::GetBestEdge(), TNetInfBs::GetBound(), TCoda::GetGraphRawNID(), TSnap::GetSngVals(), TSnap::GetSngVec(), TKroneckerLL::GradDescent(), TKroneckerLL::GradDescent2(), TKroneckerLL::GradDescentConvergence(), TNetInfBs::GreedyOpt(), TNetInfBs::LoadGroundTruthTxt(), TCodaAnalyzer::Net2ModeCommunities(), TMAGFitBern::NormalizeAffMtxV(), TKronMtx::PlotCmpGraphs(), TForestFire::PlotFire(), TFfGGen::PlotFireSize(), TTimeNet::PlotMedianDegOverTm(), TMAGFitBern::PlotProperties(), TSnap::PlotSngValDistr(), TSnap::PlotSngValRank(), TSnap::PlotSngVec(), TKronNoise::RemoveEdgeNoise(), TKroneckerLL::RunMStep(), TKroneckerLL::SetGraph(), TGraphKey::TakeSig(), TGStat::TakeStat(), TCodaAnalyzer::TCodaAnalyzer(), TKroneckerLL::TestBicCriterion(), TKroneckerLL::TestGradDescent(), TKroneckerLL::TestSamplePerm(), and TMAGFitBern::UnNormalizeAffMtxV().

                            {
  int edges=0;
  for (int N=NodeH.FFirstKeyId(); NodeH.FNextKeyId(N); ) {
    edges+=NodeH[N].GetOutDeg();
  }
  return edges;
}

Here is the call graph for this function:

Here is the caller graph for this function:

TEdgeI TNGraph::GetEI

(

const int &

EId

)

const

Not supported/implemented!

TNGraph::TEdgeI TNGraph::GetEI	(	const int &	SrcNId,
		const int &	DstNId
	)		const

Returns an iterator referring to edge (SrcNId, DstNId) in the graph.

Definition at line 319 of file graph.cpp.

References EndNI(), GetNI(), IAssert, and TNGraph::TNodeI::NodeHI.

                                                                       {
  const TNodeI SrcNI = GetNI(SrcNId);
  const int NodeN = SrcNI.NodeHI.GetDat().OutNIdV.SearchBin(DstNId);
  IAssert(NodeN != -1);
  return TEdgeI(SrcNI, EndNI(), NodeN);
}

Here is the call graph for this function:

int TNGraph::GetMxNId ( ) const

inline

Returns an ID that is larger than any node ID in the graph.

Definition at line 465 of file graph.h.

References MxNId.

{ return MxNId; }

TNodeI TNGraph::GetNI ( const int &  NId ) const

inline

Returns an iterator referring to the node of ID NId in the graph.

Definition at line 461 of file graph.h.

References THash< TKey, TDat, THashFunc >::GetI(), and NodeH.

Referenced by TForestFire::BurnExpFire(), TForestFire::BurnGeoFire(), TKroneckerLL::CalcApxGraphDLL(), TKroneckerLL::CalcApxGraphLL(), TKroneckerLL::CalcGraphLL(), TNetInfBs::GenCascade(), TSnap::GenCopyModel(), TSnap::GetEgonet(), GetEI(), TGraphEnumUtils::GetIndGraph(), TCascade::GetProb(), GetRndNI(), TSnap::GetSubGraph(), TCoda::GradientForNode(), TCoda::LikelihoodForNode(), TCoda::MLEGradAscent(), TCoda::MLEGradAscentParallel(), TCoda::NeighborComInit(), TCodaAnalyzer::Net2ModeCommunities(), TKroneckerLL::NodeDLLDelta(), TKroneckerLL::NodeLLDelta(), TCoda::RandomInit(), TSubGraphsEnum::RecurBfs(), TSubGraphsEnum::RecurBfs1(), TKroneckerLL::SetBestDegPerm(), and TMAGFitBern::UpdateApxPhiMI().

{ return TNodeI(NodeH.GetI(NId)); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::GetNIdV

(

TIntV &

NIdV

)

const

Gets a vector IDs of all nodes in the graph.

Definition at line 326 of file graph.cpp.

References TVec< TVal, TSizeTy >::Add(), THash< TKey, TDat, THashFunc >::FFirstKeyId(), THash< TKey, TDat, THashFunc >::FNextKeyId(), TVec< TVal, TSizeTy >::Gen(), THash< TKey, TDat, THashFunc >::GetKey(), GetNodes(), and NodeH.

Referenced by TKronNoise::FlipEdgeNoise(), TCoda::GetNonEdgePairScores(), TCodaAnalyzer::Net2ModeCommunities(), TKronNoise::RemoveNodeNoise(), TCoda::SetGraph(), TKroneckerLL::SetGraph(), and TMAGFitBern::SetGraph().

                                       {
  NIdV.Gen(GetNodes(), 0);
  for (int N=NodeH.FFirstKeyId(); NodeH.FNextKeyId(N); ) {
    NIdV.Add(NodeH.GetKey(N)); }
}

Here is the call graph for this function:

Here is the caller graph for this function:

TNode& TNGraph::GetNode ( const int &  NId )

inlineprivate

Definition at line 393 of file graph.h.

References THash< TKey, TDat, THashFunc >::GetDat(), and NodeH.

Referenced by AddEdge(), DelEdge(), DelNode(), IsEdge(), ReserveNIdInDeg(), and ReserveNIdOutDeg().

{ return NodeH.GetDat(NId); }

Here is the call graph for this function:

Here is the caller graph for this function:

const TNode& TNGraph::GetNode ( const int &  NId ) const

inlineprivate

Definition at line 394 of file graph.h.

References THash< TKey, TDat, THashFunc >::GetDat(), and NodeH.

{ return NodeH.GetDat(NId); }

Here is the call graph for this function:

int TNGraph::GetNodes ( ) const

inline

Returns the number of nodes in the graph.

Definition at line 418 of file graph.h.

References THash< TKey, TDat, THashFunc >::Len(), and NodeH.

Referenced by TGStatVec::Add(), TFfGGen::AddNodes(), TKroneckerLL::AppendIsoNodes(), TNGraphMtx::CheckNodeIds(), Dump(), TCoda::DumpMemberships(), Empty(), TCoda::FindComsByCV(), TKronNoise::FlipEdgeNoise(), TNetInfBs::GenCascade(), TFfGGen::GenGraph(), TSnap::GenRewire(), TCoda::GetCmtyS(), TCoda::GetCmtyVV(), TCoda::GetCmtyVVUnSorted(), TCoda::GetGraphRawNID(), TGraphEnumUtils::GetIsoGraphs(), GetNIdV(), TGHash< TDat >::GetNodeMap(), TNetInfBs::GetNodes(), TCoda::GetNonEdgePairScores(), TGraphEnumUtils::GetNormalizedGraph(), TKronMtx::GetNZeroK(), TSnap::GetSngVals(), TSnap::GetSngVec(), TSubGraphEnum< TGraphCounter >::GetSubGraphs(), TKroneckerLL::GradDescent(), TKroneckerLL::GradDescent2(), TKroneckerLL::GradDescentConvergence(), TGraphEnumUtils::GraphId(), TForestFire::InfectAll(), TForestFire::InfectRnd(), TNetInfBs::LoadGroundTruthTxt(), TCoda::MLEGradAscent(), TCoda::MLEGradAscentParallel(), TCoda::NeighborComInit(), TCodaAnalyzer::Net2ModeCommunities(), TNGraphMtx::PGetCols(), TNGraphMtx::PGetRows(), TKronMtx::PlotCmpGraphs(), TTimeNENet::PlotEffDiam(), TForestFire::PlotFire(), TFfGGen::PlotFireSize(), TTimeNet::PlotMedianDegOverTm(), TSnap::PlotSngValDistr(), TSnap::PlotSngValRank(), TSnap::PlotSngVec(), TCoda::RandomInit(), TKronNoise::RemoveNodeNoise(), TKroneckerLL::RestoreGraph(), TKroneckerLL::RunMStep(), TCoda::SetCmtyVV(), TCoda::SetGraph(), TKroneckerLL::SetGraph(), TMAGFitBern::SetGraph(), TKroneckerLL::SetOrderPerm(), TKroneckerLL::SetRndPerm(), TGraphKey::TakeGraph(), TGraphKey::TakeSig(), TGStat::TakeSpectral(), TGStat::TakeStat(), TCodaAnalyzer::TCodaAnalyzer(), TKroneckerLL::TestBicCriterion(), TKroneckerLL::TestGradDescent(), TKroneckerLL::TestSamplePerm(), and TMAGFitBern::TMAGFitBern().

{ return NodeH.Len(); }

Here is the call graph for this function:

Here is the caller graph for this function:

TNodeI TNGraph::GetRndNI ( TRnd &  Rnd = TInt::Rnd )

inline

Returns an interator referring to a random node in the graph.

Definition at line 499 of file graph.h.

References GetNI(), and GetRndNId().

{ return GetNI(GetRndNId(Rnd)); }

Here is the call graph for this function:

int TNGraph::GetRndNId ( TRnd &  Rnd = TInt::Rnd )

inline

Returns an ID of a random node in the graph.

Definition at line 497 of file graph.h.

References THash< TKey, TDat, THashFunc >::GetKey(), THash< TKey, TDat, THashFunc >::GetRndKeyId(), and NodeH.

Referenced by TNetInfBs::GenCascade(), TSnap::GenCopyModel(), and GetRndNI().

{ return NodeH.GetKey(NodeH.GetRndKeyId(Rnd, 0.8)); }

Here is the call graph for this function:

Here is the caller graph for this function:

PNGraph TNGraph::GetSmallGraph ( )

static

Returns a small graph on 5 nodes and 6 edges.

/// Edges:  0 -> 1, 1 -> 2, 0 -> 2, 1 -> 3, 3 -> 4, 2 -> 3
/// 

Definition at line 404 of file graph.cpp.

References AddEdge(), AddNode(), and New().

                               {
  PNGraph G = TNGraph::New();
  for (int i = 0; i < 5; i++) { G->AddNode(i); }
  G->AddEdge(0,1); G->AddEdge(1,2); G->AddEdge(0,2);
  G->AddEdge(1,3); G->AddEdge(3,4); G->AddEdge(2,3);
  return G;
}

Here is the call graph for this function:

bool TNGraph::HasFlag

(

const TGraphFlag &

Flag

)

const

Allows for run-time checking the type of the graph (see the TGraphFlag for flags).

Definition at line 204 of file graph.cpp.

References HasGraphFlag.

                                                  {
  return HasGraphFlag(TNGraph::TNet, Flag);
}

bool TNGraph::IsEdge	(	const int &	SrcNId,
		const int &	DstNId,
		const bool &	IsDir = true
	)		const

Tests whether an edge from node IDs SrcNId to DstNId exists in the graph.

Definition at line 313 of file graph.cpp.

References GetNode(), IsNode(), and TNGraph::TNode::IsOutNId().

Referenced by AddEdge(), TKroneckerLL::CalcFullApxGraphDLL(), TKroneckerLL::CalcGraphDLL(), TMAGFitBern::ComputeApxAdjLL(), TMAGFitBern::ComputeApxLL(), TMAGFitBern::ComputeJointAdjLL(), TMAGFitBern::ComputeJointOneLL(), TKronNoise::FlipEdgeNoise(), TKronMtx::GenFastKronecker(), TSnap::GenRMat(), TNetInfBs::GetBestEdge(), TNetInfBs::GetBound(), TCoda::GetNonEdgePairScores(), TMAGFitBern::GradAffMtx(), TNetInfBs::GreedyOpt(), TGraphEnumUtils::IsEdge(), TCoda::LikelihoodHoldOut(), TKroneckerLL::NodeDLLDelta(), TKroneckerLL::NodeLLDelta(), TKroneckerLL::SetRandomEdges(), TKroneckerLL::SwapNodesLL(), TKroneckerLL::UpdateGraphDLL(), TMAGFitBern::UpdatePhi(), and TMAGFitBern::UpdatePhiMI().

                                                                                  {
  if (! IsNode(SrcNId) || ! IsNode(DstNId)) { return false; }
  if (IsDir) { return GetNode(SrcNId).IsOutNId(DstNId); }
  else { return GetNode(SrcNId).IsOutNId(DstNId) || GetNode(DstNId).IsOutNId(SrcNId); }
}

Here is the call graph for this function:

Here is the caller graph for this function:

bool TNGraph::IsNode ( const int &  NId ) const

inline

Tests whether ID NId is a node.

Definition at line 455 of file graph.h.

References THash< TKey, TDat, THashFunc >::IsKey(), and NodeH.

Referenced by AddEdge(), AddNode(), TNGraphMtx::CheckNodeIds(), DelEdge(), TSnap::GetBfsTree(), TSnap::GetEgonet(), TCoda::GetGraphRawNID(), TGraphEnumUtils::GetIndGraph(), TSnap::GetSubGraph(), TBigNet< TNodeData, IsDir >::GetSubNGraph(), TNetInfBs::Init(), IsEdge(), IsOk(), TSnap::LoadDyNet(), TSnap::LoadDyNetGraphV(), TCodaAnalyzer::Net2ModeCommunities(), TKroneckerLL::NodeDLLDelta(), TKroneckerLL::NodeLLDelta(), TCoda::SetCmtyVV(), TCoda::SetGraph(), TKroneckerLL::SetGraph(), and TMAGFitBern::SetGraph().

{ return NodeH.IsKey(NId); }

Here is the call graph for this function:

Here is the caller graph for this function:

bool TNGraph::IsOk

(

const bool &

ThrowExcept = true

)

const

Checks the graph data structure for internal consistency.

For each node in the graph check that its neighbors are also nodes in the graph.

Definition at line 341 of file graph.cpp.

References TStr::CStr(), EAssertR, ErrNotify(), THash< TKey, TDat, THashFunc >::FFirstKeyId(), TStr::Fmt(), THash< TKey, TDat, THashFunc >::FNextKeyId(), TNGraph::TNode::GetId(), TNGraph::TNode::GetInDeg(), TNGraph::TNode::GetInNId(), TNGraph::TNode::GetOutDeg(), TNGraph::TNode::GetOutNId(), TNGraph::TNode::InNIdV, IsNode(), TVec< TVal, TSizeTy >::IsSorted(), NodeH, and TNGraph::TNode::OutNIdV.

                                                {
  bool RetVal = true;
  for (int N = NodeH.FFirstKeyId(); NodeH.FNextKeyId(N); ) {
    const TNode& Node = NodeH[N];
    if (! Node.OutNIdV.IsSorted()) {
      const TStr Msg = TStr::Fmt("Out-neighbor list of node %d is not sorted.", Node.GetId());
      if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
    }
    if (! Node.InNIdV.IsSorted()) {
      const TStr Msg = TStr::Fmt("In-neighbor list of node %d is not sorted.", Node.GetId());
      if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
    }
    // check out-edges
    int prevNId = -1;
    for (int e = 0; e < Node.GetOutDeg(); e++) {
      if (! IsNode(Node.GetOutNId(e))) {
        const TStr Msg = TStr::Fmt("Out-edge %d --> %d: node %d does not exist.",
          Node.GetId(), Node.GetOutNId(e), Node.GetOutNId(e));
        if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
      }
      if (e > 0 && prevNId == Node.GetOutNId(e)) {
        const TStr Msg = TStr::Fmt("Node %d has duplidate out-edge %d --> %d.",
          Node.GetId(), Node.GetId(), Node.GetOutNId(e));
        if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
      }
      prevNId = Node.GetOutNId(e);
    }
    // check in-edges
    prevNId = -1;
    for (int e = 0; e < Node.GetInDeg(); e++) {
      if (! IsNode(Node.GetInNId(e))) {
        const TStr Msg = TStr::Fmt("In-edge %d <-- %d: node %d does not exist.",
          Node.GetId(), Node.GetInNId(e), Node.GetInNId(e));
        if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
      }
      if (e > 0 && prevNId == Node.GetInNId(e)) {
        const TStr Msg = TStr::Fmt("Node %d has duplidate in-edge %d <-- %d.",
          Node.GetId(), Node.GetId(), Node.GetInNId(e));
        if (ThrowExcept) { EAssertR(false, Msg); } else { ErrNotify(Msg.CStr()); } RetVal=false;
      }
      prevNId = Node.GetInNId(e);
    }
  }
  return RetVal;
}

Here is the call graph for this function:

static PNGraph TNGraph::Load ( TSIn &  SIn )

inlinestatic

Static constructor that loads the graph from a stream SIn and returns a pointer to it.

Definition at line 411 of file graph.h.

References TNGraph().

Referenced by TCoda::Load(), and TKronMomentsFit::Test().

{ return PNGraph(new TNGraph(SIn)); }

Here is the call graph for this function:

Here is the caller graph for this function:

static PNGraph TNGraph::New ( )

inlinestatic

Static constructor that returns a pointer to the graph. Call: PNGraph Graph = TNGraph::New().

Definition at line 405 of file graph.h.

References TNGraph().

Referenced by TMAGParam< TNodeAttr >::GenAttrMAG(), TSnap::GenCopyModel(), TKronMtx::GenDetKronecker(), TKronMtx::GenFastKronecker(), TKronMtx::GenKronecker(), TSnap::GenRewire(), TSnap::GenRMat(), TKronMtx::GenRndGraph(), TKronMtx::GenThreshGraph(), TSnap::GetBfsTree(), TSnap::GetEgonet(), TD34GraphCounter::GetGraph(), TCoda::GetGraphRawNID(), TNIBs::GetGroundTruthGraphAtT(), TNIBs::GetInferredGraphAtT(), TGraphEnumUtils::GetIsoGraphs(), TGraphKey::GetNGraph(), TBigNet< TNodeData, IsDir >::GetNGraph(), GetSmallGraph(), TSnap::GetSubGraph(), TBigNet< TNodeData, IsDir >::GetSubNGraph(), TNetInfBs::Init(), TSnap::LoadDyNet(), TSnap::LoadDyNetGraphV(), TNetInfBs::LoadGroundTruthTxt(), main(), TCodaAnalyzer::Net2ModeCommunities(), TDGHashGraphCounter::operator()(), TCoda::TCoda(), and TCodaAnalyzer::TCodaAnalyzer().

{ return new TNGraph(); }

Here is the call graph for this function:

Here is the caller graph for this function:

static PNGraph TNGraph::New ( const int &  Nodes, const int &  Edges  )

inlinestatic

Static constructor that returns a pointer to the graph and reserves enough memory for Nodes nodes and Edges edges.

Call: PNGraph Graph = TNGraph::New(Nodes, Edges).

Definition at line 409 of file graph.h.

References TNGraph().

{ return new TNGraph(Nodes, Edges); }

Here is the call graph for this function:

TNGraph& TNGraph::operator= ( const TNGraph &  Graph )

inline

Definition at line 414 of file graph.h.

References MxNId, and NodeH.

                                             {
    if (this!=&Graph) { MxNId=Graph.MxNId; NodeH=Graph.NodeH; }  return *this; }

void TNGraph::Reserve ( const int &  Nodes, const int &  Edges  )

inline

Reserves memory for a graph of Nodes nodes and Edges edges.

Definition at line 508 of file graph.h.

References THash< TKey, TDat, THashFunc >::Gen(), and NodeH.

Referenced by TSnap::GenCopyModel(), TSnap::GenRewire(), TSnap::GenRMat(), TBigNet< TNodeData, IsDir >::GetNGraph(), TSnap::GetSubGraph(), and TNGraph().

{ if (Nodes>0) { NodeH.Gen(Nodes/2); } }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::ReserveNIdInDeg ( const int &  NId, const int &  InDeg  )

inline

Reserves memory for node ID NId having InDeg in-edges.

Definition at line 510 of file graph.h.

References GetNode(), TNGraph::TNode::InNIdV, and TVec< TVal, TSizeTy >::Reserve().

Referenced by TBigNet< TNodeData, IsDir >::GetSubNGraph().

{ GetNode(NId).InNIdV.Reserve(InDeg); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::ReserveNIdOutDeg ( const int &  NId, const int &  OutDeg  )

inline

Reserves memory for node ID NId having OutDeg out-edges.

Definition at line 512 of file graph.h.

References GetNode(), TNGraph::TNode::OutNIdV, and TVec< TVal, TSizeTy >::Reserve().

Referenced by TBigNet< TNodeData, IsDir >::GetSubNGraph().

{ GetNode(NId).OutNIdV.Reserve(OutDeg); }

Here is the call graph for this function:

Here is the caller graph for this function:

void TNGraph::Save ( TSOut &  SOut ) const

inline

Saves the graph to a (binary) stream SOut.

Definition at line 403 of file graph.h.

References MxNId, NodeH, THash< TKey, TDat, THashFunc >::Save(), and TInt::Save().

Referenced by TCoda::Save().

{ MxNId.Save(SOut); NodeH.Save(SOut); }

Here is the call graph for this function:

Here is the caller graph for this function:

Friends And Related Function Documentation

friend class TNGraphMtx

friend

Definition at line 534 of file graph.h.

friend class TPt< TNGraph >

friend

Definition at line 533 of file graph.h.

Member Data Documentation

TCRef TNGraph::CRef

private

Definition at line 389 of file graph.h.

TInt TNGraph::MxNId

private

Definition at line 390 of file graph.h.

Referenced by AddNode(), Clr(), GetMxNId(), operator=(), and Save().

THash<TInt, TNode> TNGraph::NodeH

private

Definition at line 391 of file graph.h.

Referenced by AddNode(), BegNI(), Clr(), Defrag(), DelNode(), Dump(), EndNI(), GetEdges(), GetNI(), GetNIdV(), GetNode(), GetNodes(), GetRndNId(), IsNode(), IsOk(), operator=(), TNGraphMtx::PMultiply(), TNGraphMtx::PMultiplyT(), Reserve(), and Save().

---

The documentation for this class was generated from the following files:

• snap-core/graph.h
• snap-core/graph.cpp