TGStat Class Reference

Statistics of a Graph Snapshot. More...

#include <gstat.h>

Collaboration diagram for TGStat:

Classes
class	TCmpByVal

Public Types
typedef TQuad< TStr, TStr, TStr, TGpScaleTy >	TPlotInfo

Public Member Functions
	TGStat (const TSecTm &GraphTm=TSecTm(), const TStr &GraphName=TStr())
	TGStat (const PNGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphName=TStr())
	TGStat (const PUNGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphName=TStr())
	TGStat (const PNEGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphName=TStr())
template<class PGraph >
	TGStat (const PGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphName=TStr())
	TGStat (const TGStat &GStat)
	TGStat (TSIn &SIn)
void	Save (TSOut &SOut) const
template<class PGraph >
PGStat	New (const PGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphNm=TStr())
PGStat	Clone () const
TGStat &	operator= (const TGStat &GStat)
bool	operator== (const TGStat &GStat) const
bool	operator< (const TGStat &GStat) const
int	GetYear () const
int	GetMonth () const
int	GetDay () const
int	GetHour () const
int	GetMin () const
int	GetSec () const
TStr	GetTmStr () const
void	SetTm (const TSecTm &GraphTm)
TStr	GetNm () const
void	SetNm (const TStr &GraphName)
int	GetTime (const TTmUnit &TimeUnit) const
int	GetVals () const
bool	HasVal (const TGStatVal &StatVal) const
double	GetVal (const TGStatVal &StatVal) const
void	SetVal (const TGStatVal &StatVal, const double &Val)
int	GetDistrs () const
bool	HasDistr (const TGStatDistr &Distr) const
const TFltPrV &	GetDistr (const TGStatDistr &Distr) const
void	GetDistr (const TGStatDistr &Distr, TFltPrV &FltPrV) const
void	SetDistr (const TGStatDistr &Distr, const TFltPrV &FltPrV)
int	GetNodes () const
int	GetEdges () const
void	TakeStat (const PNGraph &Graph, const TSecTm &Time, TFSet StatFSet, const TStr &GraphName)
void	TakeStat (const PUNGraph &Graph, const TSecTm &Time, TFSet StatFSet, const TStr &GraphName)
template<class PGraph >
void	TakeStat (const PGraph &Graph, const TSecTm &Time, TFSet StatFSet, const TStr &GraphName)
template<class PGraph >
void	TakeBasicStat (const PGraph &Graph, const bool &IsMxWcc=false)
template<class PGraph >
void	TakeBasicStat (const PGraph &Graph, TFSet FSet, const bool &IsMxWcc=false)
template<class PGraph >
void	TakeSccStat (const PGraph &Graph, TFSet StatFSet)
template<class PGraph >
void	TakeBccStat (const PGraph &Graph, TFSet StatFSet)
template<class PGraph >
void	TakeDegDistr (const PGraph &Graph)
template<class PGraph >
void	TakeDegDistr (const PGraph &Graph, TFSet StatFSet)
template<class PGraph >
void	TakeDiam (const PGraph &Graph, const bool &IsMxWcc=false)
template<class PGraph >
void	TakeDiam (const PGraph &Graph, TFSet StatFSet, const bool &IsMxWcc=false)
template<class PGraph >
void	TakeConnComp (const PGraph &Graph)
template<class PGraph >
void	TakeConnComp (const PGraph &Graph, TFSet StatFSet)
template<class PGraph >
void	TakeClustCf (const PGraph &Graph, const int &SampleNodes=-1)
template<class PGraph >
void	TakeTriadPart (const PGraph &Graph)
void	TakeSpectral (const PNGraph &Graph, const int _TakeSngVals=-1)
void	TakeSpectral (const PNGraph &Graph, TFSet StatFSet, int _TakeSngVals=-1)
void	Plot (const TGStatDistr &Distr, const TStr &FNmPref, TStr Desc=TStr(), bool PowerFit=false) const
void	Plot (const TFSet &FSet, const TStr &FNmPref, const TStr &Desc=TStr(), bool PowerFit=false) const
void	PlotAll (const TStr &FNmPref, TStr Desc=TStr(), bool PowerFit=false) const
void	DumpValStat ()
void	AvgGStat (const PGStatVec &GStatVec, const bool &ClipAt1=false)
void	AvgGStat (const TGStatV &GStatV, const bool &ClipAt1=false)

Static Public Member Functions
static PGStat	New (const TSecTm &Time=TSecTm(), const TStr &GraphName=TStr())
static PGStat	New (const PNGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphNm=TStr())
static PGStat	New (const PUNGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphNm=TStr())
static PGStat	New (const PNEGraph &Graph, const TSecTm &Time, TFSet StatFSet=TFSet(), const TStr &GraphNm=TStr())
static PGStat	Load (TSIn &SIn)
static TStr	GetDistrStr (const TGStatDistr &Distr)
static TStr	GetValStr (const TGStatVal &Val)
static TPlotInfo	GetPlotInfo (const TGStatVal &Val)
static TPlotInfo	GetPlotInfo (const TGStatDistr &Distr)
static TFSet	NoStat ()
static TFSet	BasicStat ()
static TFSet	DegDStat ()
static TFSet	NoDiamStat ()
static TFSet	NoDistrStat ()
static TFSet	NoSvdStat ()
static TFSet	AllStat ()

Public Attributes
TSecTm	Time
TStr	GraphNm
TIntFltH	ValStatH
THash< TInt, TFltPrV >	DistrStatH

Static Public Attributes
static int	NDiamRuns = 10
static int	TakeSngVals = 100

Private Attributes
TCRef	CRef

Static Private Attributes
static const TFltPrV	EmptyV = TFltPrV()

Friends
class	TCmpByVal
class	TPt< TGStat >

Detailed Description

Statistics of a Graph Snapshot.

Definition at line 36 of file gstat.h.

Member Typedef Documentation

typedef TQuad<TStr, TStr, TStr, TGpScaleTy> TGStat::TPlotInfo

Definition at line 40 of file gstat.h.

Constructor & Destructor Documentation

TGStat::TGStat	(	const TSecTm &	GraphTm = TSecTm(),
		const TStr &	GraphName = TStr()
	)

Definition at line 21 of file gstat.cpp.

Referenced by Clone(), Load(), and New().

                                                           :
  Time(GraphTm), GraphNm(GraphName), ValStatH(), DistrStatH() {
}

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TGStat::TGStat	(	const PNGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet = TFSet(),
		const TStr &	GraphName = TStr()
	)

Definition at line 25 of file gstat.cpp.

References TakeStat().

                                                                                                 {
  TakeStat(Graph, GraphTm, StatFSet, GraphName);
}

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TGStat::TGStat	(	const PUNGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet = TFSet(),
		const TStr &	GraphName = TStr()
	)

Definition at line 29 of file gstat.cpp.

References TakeStat().

                                                                                                  {
  TakeStat(Graph, GraphTm, StatFSet, GraphName);
}

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TGStat::TGStat	(	const PNEGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet = TFSet(),
		const TStr &	GraphName = TStr()
	)

Definition at line 33 of file gstat.cpp.

References TakeStat().

                                                                                                  {
  TakeStat(Graph, GraphTm, StatFSet, GraphName);
}

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template<class PGraph >

TGStat::TGStat ( const PGraph &  Graph, const TSecTm &  Time, TFSet  StatFSet = TFSet(), const TStr &  GraphName = TStr()  )

inline

Definition at line 64 of file gstat.h.

References TakeStat().

                                                                                                                                {
    TakeStat(Graph, Time, StatFSet, GraphName); }

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TGStat::TGStat

(

const TGStat &

GStat

)

Definition at line 36 of file gstat.cpp.

                                  : Time(GStat.Time), GraphNm(GStat.GraphNm),
  ValStatH(GStat.ValStatH), DistrStatH(GStat.DistrStatH) {
}

TGStat::TGStat

(

TSIn &

SIn

)

Definition at line 40 of file gstat.cpp.

: Time(SIn), GraphNm(SIn), ValStatH(SIn), DistrStatH(SIn) { }

Member Function Documentation

TFSet TGStat::AllStat ( )

static

Definition at line 401 of file gstat.cpp.

References gsdClustCf, gsdHops, gsdInDeg, gsdOutDeg, gsdScc, gsdSngVal, gsdSngVec, gsdTriadPart, gsdWcc, gsdWccHops, and gsvFullDiam.

Referenced by TFfGGen::GenFFGraphs(), main(), and TGStatVec::TGStatVec().

                      {
  return TFSet() | gsdInDeg |  gsdOutDeg |  gsdWcc |  gsdScc
    | gsdHops |  gsdWccHops | gsdClustCf | gsdTriadPart 
    | gsdSngVec | gsdSngVal | gsvFullDiam;
}

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void TGStat::AvgGStat	(	const PGStatVec &	GStatVec,
		const bool &	ClipAt1 = false
	)

Definition at line 243 of file gstat.cpp.

                                                                    {
  AvgGStat(GStatVec->GetGStatV(), ClipAt1);
}

void TGStat::AvgGStat	(	const TGStatV &	GStatV,
		const bool &	ClipAt1 = false
	)

Definition at line 247 of file gstat.cpp.

References TMom::Add(), THash< TKey, TDat, THashFunc >::AddDat(), TMom::Def(), TVec< TVal, TSizeTy >::Empty(), THash< TKey, TDat, THashFunc >::GetKeyDatPrV(), TMom::GetMean(), GetVal(), TMom::GetVals(), GraphNm, gsdMx, gsdUndef, gsvMx, HasDistr(), HasVal(), IAssert, TMom::IsUsable(), TVec< TVal, TSizeTy >::Len(), SetDistr(), SetVal(), and Time.

                                                                {
  if (GStatV.Empty()) return;
  Time = GStatV[0]->Time;
  GraphNm = GStatV[0]->GraphNm;
  // values
  for (int statVal = 0; statVal > gsvMx; statVal++) {
    const TGStatVal GStatVal = TGStatVal(statVal);
    TMom Mom;
    for (int i = 0; i < GStatV.Len(); i++) {
      if (GStatV[i]->HasVal(GStatVal)) {
        Mom.Add(GStatV[i]->GetVal(GStatVal)); }
    }
    Mom.Def();
    if (Mom.IsUsable()) {
      IAssert(Mom.GetVals() == GStatV.Len()); // all must have the value
      SetVal(GStatVal, Mom.GetMean());
    }
  }
  // distributions
  for (int distr = gsdUndef; distr < gsdMx; distr++) {
    const TGStatDistr GStatDistr = TGStatDistr(distr);
    THash<TFlt, TFlt> ValToSumH;
    int DistrCnt = 0;
    for (int i = 0; i < GStatV.Len(); i++) {
      if (GStatV[i]->HasDistr(GStatDistr)) {
        const TFltPrV& D = GStatV[i]->GetDistr(GStatDistr);
        for (int d = 0; d < D.Len(); d++) {
          ValToSumH.AddDat(D[d].Val1) += D[d].Val2; }
        DistrCnt++;
      }
    }
    IAssert(DistrCnt==0 || DistrCnt==GStatV.Len()); // all must have distribution
    TFltPrV AvgStatV;
    ValToSumH.GetKeyDatPrV(AvgStatV);  AvgStatV.Sort();
    for (int i = 0; i < AvgStatV.Len(); i++) {
      AvgStatV[i].Val2 /= double(DistrCnt);
      if (ClipAt1 && AvgStatV[i].Val2 < 1) { AvgStatV[i].Val2 = 1; }
    }
    SetDistr(GStatDistr, AvgStatV);
  }
}

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TFSet TGStat::BasicStat ( )

static

Definition at line 380 of file gstat.cpp.

                        {
  return TFSet();
}

PGStat TGStat::Clone ( ) const

inline

Definition at line 80 of file gstat.h.

References TGStat().

{ return new TGStat(*this); }

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TFSet TGStat::DegDStat ( )

static

Definition at line 384 of file gstat.cpp.

References gsdInDeg, and gsdOutDeg.

                       {
  return TFSet() | gsdInDeg |  gsdOutDeg;
}

void TGStat::DumpValStat

(

)

Definition at line 235 of file gstat.cpp.

References GetVal(), GetValStr(), gsvMx, gsvNone, and HasVal().

                         {
  for (int val = gsvNone; val < gsvMx; val++) {
    const TGStatVal Val = TGStatVal(val);
    if (! HasVal(Val)) { continue; }
    printf("  %s\t%g\n", GetValStr(Val).CStr(), GetVal(Val));
  }
}

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int TGStat::GetDay ( ) const

inline

Definition at line 87 of file gstat.h.

References TSecTm::GetDayN().

{ return Time.GetDayN(); }

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const TFltPrV & TGStat::GetDistr

(

const TGStatDistr &

Distr

)

const

Definition at line 92 of file gstat.cpp.

References DistrStatH, and EmptyV.

Referenced by GetDistr(), and Plot().

                                                              {
  if (! DistrStatH.IsKey(int(Distr))) { return EmptyV; }
  return DistrStatH.GetDat(int(Distr));
}

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void TGStat::GetDistr	(	const TGStatDistr &	Distr,
		TFltPrV &	FltPrV
	)		const

Definition at line 101 of file gstat.cpp.

References GetDistr().

                                                                     {
  FltPrV = GetDistr(Distr);
}

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int TGStat::GetDistrs ( ) const

inline

Definition at line 101 of file gstat.h.

References DistrStatH.

{ return DistrStatH.Len(); }

TStr TGStat::GetDistrStr ( const TGStatDistr &  Distr )

static

Definition at line 289 of file gstat.cpp.

References Fail, gsdClustCf, gsdHops, gsdInDeg, gsdMx, gsdOutDeg, gsdScc, gsdSngVal, gsdSngVec, gsdTriadPart, gsdUndef, gsdWcc, and gsdWccHops.

                                                 {
  switch (Distr) {
    case gsdUndef : return TStr("Undef");
    case gsdInDeg : return "InDeg";
    case gsdOutDeg : return "OutDeg";
    case gsdWcc : return "WccDist";
    case gsdScc : return "SccDist";
    case gsdHops : return "Hops";
    case gsdWccHops : return "WccHops";
    case gsdSngVal : return "SngVal";
    case gsdSngVec : return "SngVec";
    case gsdClustCf : return "ClustCf";
    case gsdTriadPart : return "TriadPart";
    case gsdMx: return TStr("Mx");
    default: Fail; return TStr();
  };
}

int TGStat::GetEdges ( ) const

inline

Definition at line 108 of file gstat.h.

References GetVal(), and gsvEdges.

Referenced by Plot().

{ return (int) GetVal(gsvEdges); }

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int TGStat::GetHour ( ) const

inline

Definition at line 88 of file gstat.h.

References TSecTm::GetHourN().

{ return Time.GetHourN(); }

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int TGStat::GetMin ( ) const

inline

Definition at line 89 of file gstat.h.

References TSecTm::GetMinN().

{ return Time.GetMinN(); }

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int TGStat::GetMonth ( ) const

inline

Definition at line 86 of file gstat.h.

References TSecTm::GetMonthN().

{ return Time.GetMonthN(); }

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TStr TGStat::GetNm ( ) const

inline

Definition at line 93 of file gstat.h.

References GraphNm.

{ return GraphNm; }

int TGStat::GetNodes ( ) const

inline

Definition at line 107 of file gstat.h.

References GetVal(), and gsvNodes.

Referenced by Plot().

{ return (int) GetVal(gsvNodes); }

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TGStat::TPlotInfo TGStat::GetPlotInfo ( const TGStatVal &  Val )

static

Definition at line 351 of file gstat.cpp.

References Fail.

Referenced by Plot().

                                                        {
  //switch (Distr) {
    //case gsdUndef : Fail; return TPlotInfo();
  Fail;
  return TPlotInfo();
}

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TGStat::TPlotInfo TGStat::GetPlotInfo ( const TGStatDistr &  Distr )

static

Definition at line 358 of file gstat.cpp.

References Fail, gpsLog10XY, gpsLog10Y, gsdClustCf, gsdHops, gsdInDeg, gsdMx, gsdOutDeg, gsdScc, gsdSngVal, gsdSngVec, gsdTriadPart, gsdUndef, gsdWcc, and gsdWccHops.

                                                            {
  switch (Distr) {
    case gsdUndef : Fail; return TPlotInfo();
    case gsdInDeg : return TPlotInfo("inDeg", "In-degree, k", "Count", gpsLog10XY);
    case gsdOutDeg : return TPlotInfo("outDeg", "Out-degree, k", "Count", gpsLog10XY);
    case gsdWcc : return TPlotInfo("wcc", "WCC size", "Count", gpsLog10XY);
    case gsdScc : return TPlotInfo("scc", "SCC size", "Count", gpsLog10XY);
    case gsdHops : return TPlotInfo("hop", "Number of hops, h", "Reachable pairs of nodes inside h hops", gpsLog10Y);
    case gsdWccHops : return TPlotInfo("wccHop", "Number of hops, h", "Reachable pairs of nodes inside h hops in WCC", gpsLog10Y);
    case gsdSngVal : return TPlotInfo("sval", "Rank", "Singular value", gpsLog10XY);
    case gsdSngVec : return TPlotInfo("svec", "Rank", "Left singular vector", gpsLog10XY);
    case gsdClustCf : return TPlotInfo("ccf", "Degree, k", "Clustering coefficient, <C(k)>", gpsLog10XY);
    case gsdTriadPart : return TPlotInfo("triad", "Number of triads adjacent to a node", "Number of such nodes", gpsLog10XY);
    case gsdMx : Fail;
    default: Fail; return TPlotInfo();
  };
}

int TGStat::GetSec ( ) const

inline

Definition at line 90 of file gstat.h.

References TSecTm::GetSecN().

{ return Time.GetSecN(); }

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int TGStat::GetTime ( const TTmUnit &  TimeUnit ) const

inline

Definition at line 95 of file gstat.h.

References TSecTm::GetInUnits().

{ return Time.GetInUnits(TimeUnit); }

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TStr TGStat::GetTmStr ( ) const

inline

Definition at line 91 of file gstat.h.

References TSecTm::GetStr().

Referenced by TGStatVec::SaveTxt().

{ return Time.GetStr(); }

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double TGStat::GetVal

(

const TGStatVal &

StatVal

)

const

Definition at line 81 of file gstat.cpp.

References TSecTm::GetAbsSecs(), THash< TKey, TDat, THashFunc >::GetDat(), gsvIndex, gsvTime, THash< TKey, TDat, THashFunc >::IsKey(), Time, and ValStatH.

Referenced by AvgGStat(), DumpValStat(), GetEdges(), GetNodes(), TGStat::TCmpByVal::operator()(), TGStatVec::SaveTxt(), and TakeBasicStat().

                                                    {
  if (StatVal == gsvIndex) { return -1; }
  if (StatVal == gsvTime) { return Time.GetAbsSecs(); }
  if (! ValStatH.IsKey(int(StatVal))) { return -1.0; }
  return ValStatH.GetDat(int(StatVal));
}

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int TGStat::GetVals ( ) const

inline

Definition at line 97 of file gstat.h.

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

{ return ValStatH.Len(); }

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TStr TGStat::GetValStr ( const TGStatVal &  Val )

static

Definition at line 307 of file gstat.cpp.

References THash< TKey, TDat, THashFunc >::AddDat(), THash< TKey, TDat, THashFunc >::Empty(), THash< TKey, TDat, THashFunc >::GetDat(), gsvBccEdges, gsvBccNodes, gsvBccSize, gsvBiDirEdges, gsvClosedTriads, gsvClustCf, gsvDstNodes, gsvEdges, gsvEffDiam, gsvEffDiamDev, gsvEffWccDiam, gsvEffWccDiamDev, gsvFullDiam, gsvFullDiamDev, gsvFullWccDiam, gsvFullWccDiamDev, gsvIndex, gsvMx, gsvNodes, gsvNone, gsvNonZNodes, gsvOpenTriads, gsvSccEdges, gsvSccNodes, gsvSccSize, gsvSrcNodes, gsvTime, gsvUniqEdges, gsvWccBiDirEdges, gsvWccDstNodes, gsvWccEdges, gsvWccNodes, gsvWccSize, gsvWccSrcNodes, gsvWccUniqEdges, gsvZeroNodes, IAssert, and THash< TKey, TDat, THashFunc >::IsKey().

Referenced by DumpValStat(), TGStat::TCmpByVal::operator()(), TGStatVec::Plot(), and TGStatVec::SaveTxt().

                                           {
  static TIntStrH ValTyStrH;
  if (ValTyStrH.Empty()) {
    ValTyStrH.AddDat(gsvNone, "None");
    ValTyStrH.AddDat(gsvIndex, "Index");
    ValTyStrH.AddDat(gsvTime, "Time");
    ValTyStrH.AddDat(gsvNodes, "Nodes");
    ValTyStrH.AddDat(gsvZeroNodes, "ZeroNodes");
    ValTyStrH.AddDat(gsvNonZNodes, "NonZNodes");
    ValTyStrH.AddDat(gsvSrcNodes, "SrcNodes");
    ValTyStrH.AddDat(gsvDstNodes, "DstNodes");
    ValTyStrH.AddDat(gsvEdges, "Edges");
    ValTyStrH.AddDat(gsvUniqEdges, "UniqEdges");
    ValTyStrH.AddDat(gsvBiDirEdges, "BiDirEdges");
    ValTyStrH.AddDat(gsvWccNodes, "WccNodes");
    ValTyStrH.AddDat(gsvWccSrcNodes, "WccSrcNodes");
    ValTyStrH.AddDat(gsvWccDstNodes, "WccDstNodes");
    ValTyStrH.AddDat(gsvWccEdges, "WccEdges");
    ValTyStrH.AddDat(gsvWccUniqEdges, "WccUniqEdges");
    ValTyStrH.AddDat(gsvWccBiDirEdges, "WccBiDirEdges");
    ValTyStrH.AddDat(gsvSccNodes, "SccNodes");
    ValTyStrH.AddDat(gsvSccEdges, "SccEdges");
    ValTyStrH.AddDat(gsvBccNodes, "BccNodes");
    ValTyStrH.AddDat(gsvBccEdges, "BccEdges");
    ValTyStrH.AddDat(gsvFullDiam, "FullDiam");
    ValTyStrH.AddDat(gsvEffDiam, "EffDiam");
    ValTyStrH.AddDat(gsvEffWccDiam, "EffWccDiam");
    ValTyStrH.AddDat(gsvFullWccDiam, "FullWccDiam");
    ValTyStrH.AddDat(gsvFullDiamDev, "FullDiamDev");
    ValTyStrH.AddDat(gsvEffDiamDev, "EffDiamDev");
    ValTyStrH.AddDat(gsvEffWccDiamDev, "EffWccDiamDev");
    ValTyStrH.AddDat(gsvFullWccDiamDev, "FullWccDiamDev");
    ValTyStrH.AddDat(gsvClustCf, "ClustCf");
    ValTyStrH.AddDat(gsvOpenTriads, "OpenTr");
    ValTyStrH.AddDat(gsvClosedTriads, "ClosedTr");
    ValTyStrH.AddDat(gsvWccSize, "WccSize");
    ValTyStrH.AddDat(gsvSccSize, "SccSize");
    ValTyStrH.AddDat(gsvBccSize, "BccSize");
    ValTyStrH.AddDat(gsvMx, "Mx");
  }
  IAssert(ValTyStrH.IsKey(int(Val)));
  return ValTyStrH.GetDat(int(Val));
}

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int TGStat::GetYear ( ) const

inline

Definition at line 85 of file gstat.h.

References TSecTm::GetYearN().

{ return Time.GetYearN(); }

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bool TGStat::HasDistr ( const TGStatDistr &  Distr ) const

inline

Definition at line 102 of file gstat.h.

References DistrStatH.

Referenced by AvgGStat(), and Plot().

{ return DistrStatH.IsKey(Distr); }

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bool TGStat::HasVal

(

const TGStatVal &

StatVal

)

const

Definition at line 75 of file gstat.cpp.

References gsvIndex, gsvTime, TSecTm::IsDef(), THash< TKey, TDat, THashFunc >::IsKey(), Time, and ValStatH.

Referenced by AvgGStat(), DumpValStat(), and TGStat::TCmpByVal::operator()().

                                                  {
  if (StatVal == gsvIndex) { return true; }
  if (StatVal == gsvTime) { return Time.IsDef(); }
  return ValStatH.IsKey(int(StatVal));
}

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static PGStat TGStat::Load ( TSIn &  SIn )

inlinestatic

Definition at line 79 of file gstat.h.

References TGStat().

{ return new TGStat(SIn); }

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static PGStat TGStat::New ( const TSecTm &  Time = TSecTm(), const TStr &  GraphName = TStr()  )

inlinestatic

Definition at line 69 of file gstat.h.

References TGStat().

Referenced by TGStatVec::Add(), and TGStatVec::GetAvgGStat().

                                                                               {
    return new TGStat(Time, GraphName); }

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static PGStat TGStat::New ( const PNGraph &  Graph, const TSecTm &  Time, TFSet  StatFSet = TFSet(), const TStr &  GraphNm = TStr()  )

inlinestatic

Definition at line 71 of file gstat.h.

References GraphNm, and TGStat().

                                { return new TGStat(Graph, Time, StatFSet, GraphNm); }

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static PGStat TGStat::New ( const PUNGraph &  Graph, const TSecTm &  Time, TFSet  StatFSet = TFSet(), const TStr &  GraphNm = TStr()  )

inlinestatic

Definition at line 73 of file gstat.h.

References GraphNm, and TGStat().

                                { return new TGStat(Graph, Time, StatFSet, GraphNm); }

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static PGStat TGStat::New ( const PNEGraph &  Graph, const TSecTm &  Time, TFSet  StatFSet = TFSet(), const TStr &  GraphNm = TStr()  )

inlinestatic

Definition at line 75 of file gstat.h.

References GraphNm, and TGStat().

                                { return new TGStat(Graph, Time, StatFSet, GraphNm); }

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template<class PGraph >

PGStat TGStat::New ( const PGraph &  Graph, const TSecTm &  Time, TFSet  StatFSet = TFSet(), const TStr &  GraphNm = TStr()  )

inline

Definition at line 77 of file gstat.h.

References GraphNm, and TGStat().

                                { return new TGStat(Graph, Time, StatFSet, GraphNm); }

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TFSet TGStat::NoDiamStat ( )

static

Definition at line 388 of file gstat.cpp.

References gsdInDeg, gsdOutDeg, gsdScc, and gsdWcc.

                         {
  return TFSet() | gsdInDeg |  gsdOutDeg |  gsdWcc |  gsdScc;
}

TFSet TGStat::NoDistrStat ( )

static

Definition at line 392 of file gstat.cpp.

References gsdHops, and gsdWccHops.

                          {
  return TFSet() | gsdHops | gsdWccHops;
}

TFSet TGStat::NoStat ( )

static

Definition at line 376 of file gstat.cpp.

References gsvNone.

                     {
  return TFSet() | gsvNone;
}

TFSet TGStat::NoSvdStat ( )

static

Definition at line 396 of file gstat.cpp.

References gsdClustCf, gsdHops, gsdInDeg, gsdOutDeg, gsdScc, gsdTriadPart, gsdWcc, and gsdWccHops.

                        {
  return TFSet() | gsdInDeg |  gsdOutDeg |  gsdWcc |  gsdScc |
    gsdHops |  gsdWccHops | gsdClustCf | gsdTriadPart;
}

bool TGStat::operator<

(

const TGStat &

GStat

)

const

Definition at line 61 of file gstat.cpp.

References THash< TKey, TDat, THashFunc >::Empty(), THash< TKey, TDat, THashFunc >::GetDat(), gsvMx, gsvTime, THash< TKey, TDat, THashFunc >::IsKey(), Time, and ValStatH.

                                                  {
  if (Time<GStat.Time) { return true; }
  if (Time>GStat.Time) { return false; }
  if (ValStatH.Empty() && ! GStat.ValStatH.Empty()) { return true; }
  if (GStat.ValStatH.Empty()) { return false; }
  for (int v = gsvTime; v < gsvMx; v++) {
    if (! ValStatH.IsKey(v) && ! GStat.ValStatH.IsKey(v)) { continue; }
    if (ValStatH.IsKey(v) && ! GStat.ValStatH.IsKey(v)) { return false; }
    if (! ValStatH.IsKey(v)) { return true; }
    if (ValStatH.GetDat(v) < GStat.ValStatH.GetDat(v)) { return true; }
  }
  return false;
}

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TGStat & TGStat::operator=

(

const TGStat &

GStat

)

Definition at line 47 of file gstat.cpp.

References DistrStatH, GraphNm, Time, and ValStatH.

                                               {
  if (this != &GStat) {
    Time = GStat.Time;
    GraphNm = GStat.GraphNm;
    ValStatH = GStat.ValStatH;
    DistrStatH = GStat.DistrStatH;
  }
  return *this;
}

bool TGStat::operator==

(

const TGStat &

GStat

)

const

Definition at line 57 of file gstat.cpp.

References DistrStatH, Time, and ValStatH.

                                                   {
  return Time==GStat.Time && ValStatH==GStat.ValStatH && DistrStatH==GStat.DistrStatH;
}

void TGStat::Plot	(	const TGStatDistr &	Distr,
		const TStr &	FNmPref,
		TStr	Desc = TStr(),
		bool	PowerFit = false
	)		const

Definition at line 204 of file gstat.cpp.

References TGnuPlot::AddPlot(), TGnuPlot::AddPwrFit(), TStr::CStr(), TStr::Empty(), TStr::Fmt(), GetDistr(), GetEdges(), GetNodes(), GetPlotInfo(), TStr::GetUc(), gpwLines, gpwLinesPoints, gsdMx, gsdUndef, HasDistr(), TGnuPlot::SaveEps(), TGnuPlot::SavePng(), TGnuPlot::SetScale(), TGnuPlot::SetXYLabel(), TQuad< TVal1, TVal2, TVal3, TVal4 >::Val1, TQuad< TVal1, TVal2, TVal3, TVal4 >::Val2, TQuad< TVal1, TVal2, TVal3, TVal4 >::Val3, and TQuad< TVal1, TVal2, TVal3, TVal4 >::Val4.

Referenced by Plot(), and PlotAll().

                                                                                               {
  if (Desc.Empty()) Desc = FNmPref.GetUc();
  if (! HasDistr(Distr) || Distr==gsdUndef || Distr==gsdMx) { return; }
  TPlotInfo Info = GetPlotInfo(Distr);
  TGnuPlot GnuPlot(Info.Val1+TStr(".")+FNmPref, TStr::Fmt("%s. G(%d, %d)", Desc.CStr(), GetNodes(),GetEdges()));
  GnuPlot.SetXYLabel(Info.Val2, Info.Val3);
  GnuPlot.SetScale(Info.Val4);
  const int plotId = GnuPlot.AddPlot(GetDistr(Distr), gpwLinesPoints, "");
  if (PowerFit) { GnuPlot.AddPwrFit(plotId, gpwLines); }
  #ifdef GLib_MACOSX
  GnuPlot.SaveEps();
  #else
  GnuPlot.SavePng();
  #endif
}

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void TGStat::Plot	(	const TFSet &	FSet,
		const TStr &	FNmPref,
		const TStr &	Desc = TStr(),
		bool	PowerFit = false
	)		const

Definition at line 220 of file gstat.cpp.

References gsdMx, gsdUndef, TFSet::In(), and Plot().

                                                                                               {
  for (int d = gsdUndef; d < gsdMx; d++) {
    const TGStatDistr Distr = TGStatDistr(d);
    if (! FSet.In(Distr)) { continue; }
    Plot(Distr, FNmPref, Desc, PowerFit);
  }
}

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void TGStat::PlotAll	(	const TStr &	FNmPref,
		TStr	Desc = TStr(),
		bool	PowerFit = false
	)		const

Definition at line 228 of file gstat.cpp.

References gsdMx, gsdUndef, and Plot().

                                                                        {
  for (int d = gsdUndef; d < gsdMx; d++) {
    const TGStatDistr Distr = TGStatDistr(d);
    Plot(Distr, FNmPref, Desc, PowerFit);
  }
}

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void TGStat::Save

(

TSOut &

SOut

)

const

Definition at line 42 of file gstat.cpp.

References DistrStatH, GraphNm, TSecTm::Save(), THash< TKey, TDat, THashFunc >::Save(), TStr::Save(), Time, and ValStatH.

                                   {
  Time.Save(SOut);  GraphNm.Save(SOut);
  ValStatH.Save(SOut);  DistrStatH.Save(SOut);
}

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void TGStat::SetDistr	(	const TGStatDistr &	Distr,
		const TFltPrV &	FltPrV
	)

Definition at line 97 of file gstat.cpp.

References DistrStatH.

Referenced by AvgGStat().

                                                                     {
  DistrStatH.AddDat(Distr, FltPrV);
}

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void TGStat::SetNm ( const TStr &  GraphName )

inline

Definition at line 94 of file gstat.h.

References GraphNm.

{ GraphNm=GraphName; }

void TGStat::SetTm ( const TSecTm &  GraphTm )

inline

Definition at line 92 of file gstat.h.

{ Time = GraphTm; }

void TGStat::SetVal	(	const TGStatVal &	StatVal,
		const double &	Val
	)

Definition at line 88 of file gstat.cpp.

References THash< TKey, TDat, THashFunc >::AddDat(), and ValStatH.

Referenced by AvgGStat(), TTimeNet::PlotMissingPast(), TakeBasicStat(), TakeBccStat(), TakeClustCf(), TakeDiam(), TakeSccStat(), and TakeStat().

                                                               {
  ValStatH.AddDat(int(StatVal), Val);
}

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template<class PGraph >

void TGStat::TakeBasicStat	(	const PGraph &	Graph,
		const bool &	IsMxWcc = false
	)

Definition at line 257 of file gstat.h.

References gsvBiDirEdges, and gsvWccBiDirEdges.

Referenced by TTimeNet::PlotMissingPast(), and TakeStat().

                                                                   {
  TakeBasicStat(Graph, TFSet() | gsvBiDirEdges | gsvWccBiDirEdges, IsMxWcc);
}

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template<class PGraph >

void TGStat::TakeBasicStat	(	const PGraph &	Graph,
		TFSet	FSet,
		const bool &	IsMxWcc = false
	)

Definition at line 262 of file gstat.h.

References TSnap::CntDegNodes(), TSnap::CntInDegNodes(), TSnap::CntOutDegNodes(), TSnap::CntUniqBiDirEdges(), TSnap::CntUniqDirEdges(), TExeTm::GetTmStr(), GetVal(), gfDirected, gfMultiGraph, gsvBiDirEdges, gsvDstNodes, gsvEdges, gsvNodes, gsvNonZNodes, gsvSrcNodes, gsvUniqEdges, gsvWccBiDirEdges, gsvWccDstNodes, gsvWccEdges, gsvWccNodes, gsvWccSrcNodes, gsvWccUniqEdges, gsvZeroNodes, TFSet::In(), and SetVal().

                                                                               {
  TExeTm ExeTm;
  if (! IsMxWcc) {
    // gsvNodes, gsvZeroNodes, gsvNonZNodes, gsvSrcNodes, gsvDstNodes,
    // gsvEdges, gsvUniqEdges, gsvBiDirEdges
    printf("basic...");
    const int Nodes = Graph->GetNodes();
    SetVal(gsvNodes, Nodes);
    SetVal(gsvZeroNodes, TSnap::CntDegNodes(Graph, 0));
    SetVal(gsvNonZNodes, Nodes - GetVal(gsvZeroNodes));
    SetVal(gsvSrcNodes, Nodes - TSnap::CntOutDegNodes(Graph, 0));
    SetVal(gsvDstNodes, Nodes - TSnap::CntInDegNodes(Graph, 0));
    SetVal(gsvEdges, Graph->GetEdges());
    if (! Graph->HasFlag(gfMultiGraph)) { SetVal(gsvUniqEdges, Graph->GetEdges()); }
    else { SetVal(gsvUniqEdges, TSnap::CntUniqDirEdges(Graph)); }
    if (FSet.In(gsvBiDirEdges)) {
      if (Graph->HasFlag(gfDirected)) { SetVal(gsvBiDirEdges, TSnap::CntUniqBiDirEdges(Graph)); }
      else { SetVal(gsvUniqEdges, GetVal(gsvEdges)); }
    }
    printf("[%s] ", ExeTm.GetTmStr());
  } else {
    // gsvWccNodes, gsvWccSrcNodes, gsvWccDstNodes, gsvWccEdges, gsvWccUniqEdges, gsvWccBiDirEdges
    printf("basic wcc...");
    const int Nodes = Graph->GetNodes();
    SetVal(gsvWccNodes, Nodes);
    SetVal(gsvWccSrcNodes, Nodes - TSnap::CntOutDegNodes(Graph, 0));
    SetVal(gsvWccDstNodes, Nodes - TSnap::CntInDegNodes(Graph, 0));
    SetVal(gsvWccEdges, Graph->GetEdges());
    if (! Graph->HasFlag(gfMultiGraph)) { SetVal(gsvWccUniqEdges, Graph->GetEdges()); }
    else { SetVal(gsvWccUniqEdges, TSnap::CntUniqDirEdges(Graph)); }
    if (FSet.In(gsvBiDirEdges)) {
      if (Graph->HasFlag(gfDirected)) { SetVal(gsvWccBiDirEdges, TSnap::CntUniqBiDirEdges(Graph)); }
      else { SetVal(gsvUniqEdges, GetVal(gsvEdges)); }
    }
    printf("[%s]  ", ExeTm.GetTmStr());
  }
}

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template<class PGraph >

void TGStat::TakeBccStat	(	const PGraph &	Graph,
		TFSet	StatFSet
	)

Definition at line 434 of file gstat.h.

References TSnap::GetMxBiCon(), TExeTm::GetTmStr(), gsvBccEdges, gsvBccNodes, gsvBccSize, TFSet::In(), and SetVal().

Referenced by TakeStat().

                                                            {
  TExeTm ExeTm;
  if (StatFSet.In(gsvBccNodes) || StatFSet.In(gsvBccEdges) || StatFSet.In(gsvBccSize)) {
    printf("bcc...");
    PGraph BccG = TSnap::GetMxBiCon(Graph);
    SetVal(gsvBccNodes, BccG->GetNodes());
    SetVal(gsvBccEdges, BccG->GetEdges());
    SetVal(gsvBccSize, BccG->GetNodes()/double(Graph->GetNodes()));
    printf("[%s]  ", ExeTm.GetTmStr());
  }
}

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template<class PGraph >

void TGStat::TakeClustCf	(	const PGraph &	Graph,
		const int &	SampleNodes = -1
	)

Definition at line 447 of file gstat.h.

References DistrStatH, TSnap::GetClustCf(), TExeTm::GetTmStr(), gsdClustCf, gsvClosedTriads, gsvClustCf, gsvOpenTriads, and SetVal().

Referenced by TakeStat().

                                                                    {
  TExeTm ExeTm;
  printf("clustcf...");
  TFltPrV& ClustCfV = DistrStatH.AddDat(gsdClustCf);
  int64 Open, Close;
  const double ClustCf =  TSnap::GetClustCf(Graph, ClustCfV, Close, Open, SampleNodes);
  SetVal(gsvClustCf, ClustCf);
  SetVal(gsvOpenTriads, static_cast<double>(Open));
  SetVal(gsvClosedTriads, static_cast<double>(Close));
  printf("[%s]  ", ExeTm.GetTmStr());
}

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template<class PGraph >

void TGStat::TakeConnComp

(

const PGraph &

Graph

)

Definition at line 392 of file gstat.h.

References gsdScc, and gsdWcc.

Referenced by TakeStat().

                                             {
  TakeConnComp(Graph, TFSet() | gsdWcc | gsdScc);
}

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template<class PGraph >

void TGStat::TakeConnComp	(	const PGraph &	Graph,
		TFSet	StatFSet
	)

Definition at line 397 of file gstat.h.

References TVec< TVal, TSizeTy >::Add(), DistrStatH, TVec< TVal, TSizeTy >::Gen(), TSnap::GetSccSzCnt(), TExeTm::GetTmStr(), TSnap::GetWccSzCnt(), gsdScc, gsdWcc, TFSet::In(), and TVec< TVal, TSizeTy >::Len().

                                                             {
  TExeTm ExeTm;
  if (StatFSet.In(gsdWcc)) {
    printf("wcc...");
    TIntPrV WccSzCntV1;
    TSnap::GetWccSzCnt(Graph, WccSzCntV1);
    TFltPrV& WccSzCntV = DistrStatH.AddDat(gsdWcc);
    WccSzCntV.Gen(WccSzCntV1.Len(), 0);
    for (int i = 0; i < WccSzCntV1.Len(); i++)
      WccSzCntV.Add(TFltPr(WccSzCntV1[i].Val1(), WccSzCntV1[i].Val2()));
  }
  if (StatFSet.In(gsdScc)) {
    printf("scc...");
    TIntPrV SccSzCntV1;
    TSnap::GetSccSzCnt(Graph, SccSzCntV1);
    TFltPrV& SccSzCntV = DistrStatH.AddDat(gsdScc);
    SccSzCntV.Gen(SccSzCntV1.Len(), 0);
    for (int i = 0; i < SccSzCntV1.Len(); i++)
      SccSzCntV.Add(TFltPr(SccSzCntV1[i].Val1(), SccSzCntV1[i].Val2()));
  }
  if (StatFSet.In(gsdWcc) || StatFSet.In(gsdScc)) { printf("[%s]  ", ExeTm.GetTmStr()); }
}

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template<class PGraph >

void TGStat::TakeDegDistr

(

const PGraph &

Graph

)

Definition at line 301 of file gstat.h.

References gsdInDeg, and gsdOutDeg.

Referenced by TakeStat().

                                             {
  TakeDegDistr(Graph, TFSet() | gsdInDeg | gsdOutDeg);
}

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template<class PGraph >

void TGStat::TakeDegDistr	(	const PGraph &	Graph,
		TFSet	StatFSet
	)

Definition at line 306 of file gstat.h.

References DistrStatH, TSnap::GetInDegCnt(), TSnap::GetOutDegCnt(), TExeTm::GetTmStr(), gsdInDeg, gsdOutDeg, and TFSet::In().

                                                             {
  TExeTm ExeTm;
  // degree distribution
  if (StatFSet.In(gsdOutDeg) || StatFSet.In(gsdOutDeg)) {
    printf("deg:"); }
  if (StatFSet.In(gsdInDeg)) {
    printf("-in");
    TFltPrV& InDegV = DistrStatH.AddDat(gsdInDeg);
    TSnap::GetInDegCnt(Graph, InDegV);
  }
  if (StatFSet.In(gsdOutDeg)) {
    printf("-out");
    TFltPrV& OutDegV = DistrStatH.AddDat(gsdOutDeg);
    TSnap::GetOutDegCnt(Graph, OutDegV);
  }
  if (StatFSet.In(gsdOutDeg) || StatFSet.In(gsdOutDeg)) {
    printf("[%s]  ", ExeTm.GetTmStr()); }
}

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template<class PGraph >

void TGStat::TakeDiam	(	const PGraph &	Graph,
		const bool &	IsMxWcc = false
	)

Definition at line 326 of file gstat.h.

References gsdHops, gsdWccHops, gsvEffDiam, gsvEffWccDiam, and gsvFullDiam.

Referenced by TakeStat().

                                                              {
  TakeDiam(Graph, TFSet() | gsvFullDiam | gsvEffDiam | gsdHops |
    gsvEffWccDiam| gsdWccHops, IsMxWcc);
}

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template<class PGraph >

void TGStat::TakeDiam	(	const PGraph &	Graph,
		TFSet	StatFSet,
		const bool &	IsMxWcc = false
	)

Definition at line 332 of file gstat.h.

References TMom::Add(), TSnap::TSnapDetail::CalcEffDiam(), TMom::Def(), DistrStatH, TSnap::GetAnf(), TSnap::GetBfsFullDiam(), TMom::GetMean(), TMom::GetSDev(), TExeTm::GetTmStr(), gsdHops, gsdWccHops, gsvEffDiam, gsvEffDiamDev, gsvEffWccDiam, gsvEffWccDiamDev, gsvFullDiam, gsvFullDiamDev, TFSet::In(), TVec< TVal, TSizeTy >::Len(), NDiamRuns, SetVal(), and TExeTm::Tick().

                                                                              {
  TExeTm ExeTm;
  if (! IsMxWcc) {
    if (StatFSet.In(gsvFullDiam) || StatFSet.In(gsvEffDiam) || StatFSet.In(gsdHops)) {
      printf("anf:%druns...", NDiamRuns); }
    //bool Line=false;
    if (StatFSet.In(gsvEffDiam) || StatFSet.In(gsdHops)) {
      TMom DiamMom;  ExeTm.Tick();
      TIntFltKdV DistNbrsV;
      for (int r = 0; r < NDiamRuns; r++) {
        TSnap::GetAnf(Graph, DistNbrsV, -1, false, 32);
        DiamMom.Add(TSnap::TSnapDetail::CalcEffDiam(DistNbrsV, 0.9));
        printf(".");
      }
      DiamMom.Def();
      SetVal(gsvEffDiam, DiamMom.GetMean());
      SetVal(gsvEffDiamDev, DiamMom.GetSDev());
      TFltPrV& HopsV = DistrStatH.AddDat(gsdHops);
      HopsV.Gen(DistNbrsV.Len(), 0);
      for (int i = 0; i < DistNbrsV.Len(); i++) {
        HopsV.Add(TFltPr(DistNbrsV[i].Key(), DistNbrsV[i].Dat)); }
      printf("  anf-eff %.1f[%s]", DiamMom.GetMean(), ExeTm.GetTmStr());
      //Line=true;
    }
  } else {
    if (StatFSet.In(gsvEffWccDiam) || StatFSet.In(gsdWccHops)) { printf("wcc diam..."); }
    //bool Line=false;
    if (StatFSet.In(gsvFullDiam)) {
      TMom DiamMom;  ExeTm.Tick();
      for (int r = 0; r < NDiamRuns; r++) {
        DiamMom.Add(TSnap::GetBfsFullDiam(Graph, 1, false));
        printf("."); }
      DiamMom.Def();
      SetVal(gsvFullDiam, DiamMom.GetMean());
      SetVal(gsvFullDiamDev, DiamMom.GetSDev());
      printf("  bfs-full %g[%s]", DiamMom.GetMean(), ExeTm.GetTmStr());
      //Line=true;
    }
    if (StatFSet.In(gsvEffWccDiam) || StatFSet.In(gsdWccHops)) {
      TMom DiamMom; ExeTm.Tick();
      TIntFltKdV DistNbrsV;
      for (int r = 0; r < NDiamRuns; r++) {
        TSnap::GetAnf(Graph, DistNbrsV, -1, false, 32);
        DiamMom.Add(TSnap::TSnapDetail::CalcEffDiam(DistNbrsV, 0.9));
        printf(".");
      }
      DiamMom.Def();
      SetVal(gsvEffWccDiam, DiamMom.GetMean());
      SetVal(gsvEffWccDiamDev, DiamMom.GetSDev());
      TFltPrV& WccHopsV = DistrStatH.AddDat(gsdWccHops);
      WccHopsV.Gen(DistNbrsV.Len(), 0);
      for (int i = 0; i < DistNbrsV.Len(); i++) {
        WccHopsV.Add(TFltPr(DistNbrsV[i].Key(), DistNbrsV[i].Dat)); }
      printf("  anf-wcceff %.1f[%s]", DiamMom.GetMean(), ExeTm.GetTmStr());
      //Line=true;
    }
  }
}

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template<class PGraph >

void TGStat::TakeSccStat	(	const PGraph &	Graph,
		TFSet	StatFSet
	)

Definition at line 421 of file gstat.h.

References TSnap::GetMxScc(), TExeTm::GetTmStr(), gsvSccEdges, gsvSccNodes, gsvSccSize, TFSet::In(), and SetVal().

Referenced by TakeStat().

                                                            {
  TExeTm ExeTm;
  if (StatFSet.In(gsvSccNodes) || StatFSet.In(gsvSccEdges) || StatFSet.In(gsvSccSize)) {
    printf("scc...");
    PGraph SccG = TSnap::GetMxScc(Graph);
    SetVal(gsvSccNodes, SccG->GetNodes());
    SetVal(gsvSccEdges, SccG->GetEdges());
    SetVal(gsvSccSize, SccG->GetNodes()/double(Graph->GetNodes()));
    printf("[%s]  ", ExeTm.GetTmStr());
  }
}

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void TGStat::TakeSpectral	(	const PNGraph &	Graph,
		const int	_TakeSngVals = -1
	)

Definition at line 169 of file gstat.cpp.

References gsdSngVal, and gsdSngVec.

Referenced by TakeStat().

                                                                      {
  TakeSpectral(Graph, TFSet() | gsdSngVal | gsdSngVec, _TakeSngVals);
}

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void TGStat::TakeSpectral	(	const PNGraph &	Graph,
		TFSet	StatFSet,
		int	_TakeSngVals = -1
	)

Definition at line 173 of file gstat.cpp.

References TVec< TVal, TSizeTy >::Add(), DistrStatH, TVec< TVal, TSizeTy >::Gen(), TNGraph::GetNodes(), TSnap::GetSngVals(), TSnap::GetSngVec(), TExeTm::GetTmStr(), gsdSngVal, gsdSngVec, TFSet::In(), Kilo, TVec< TVal, TSizeTy >::Len(), TMath::Mn(), TVec< TVal, TSizeTy >::Sort(), and TakeSngVals.

                                                                                {
  TExeTm ExeTm;
  if (_TakeSngVals == -1) { _TakeSngVals = TakeSngVals; }
  // singular values, vectors
  if (StatFSet.In(gsdSngVal)) {
    printf("sing-vals...");  
    const int SngVals = TMath::Mn(_TakeSngVals, Graph->GetNodes()/2);
    TFltV SngValV1;
    TSnap::GetSngVals(Graph, SngVals, SngValV1);
    SngValV1.Sort(false);
    TFltPrV& SngValV = DistrStatH.AddDat(gsdSngVal);
    SngValV.Gen(SngValV1.Len(), 0);
    for (int i = 0; i < SngValV1.Len(); i++) {
      SngValV.Add(TFltPr(i+1, SngValV1[i]));
    }
    printf("[%s]  ", ExeTm.GetTmStr());
  }
  if (StatFSet.In(gsdSngVec)) {
    printf("sing-vec...");  
    TFltV LeftV, RightV;
    TSnap::GetSngVec(Graph, LeftV, RightV);
    LeftV.Sort(false);
    TFltPrV& SngVec = DistrStatH.AddDat(gsdSngVec);
    SngVec.Gen(LeftV.Len(), 0);
    for (int i = 0; i < TMath::Mn(Kilo(10), LeftV.Len()/2); i++) {
      if (LeftV[i] > 0) { SngVec.Add(TFltPr(i+1, LeftV[i])); }
    }
    printf("[%s]  ", ExeTm.GetTmStr());
  }
}

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void TGStat::TakeStat	(	const PNGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet,
		const TStr &	GraphName
	)

Definition at line 105 of file gstat.cpp.

References TStr::CStr(), TNGraph::GetEdges(), TSnap::GetMxWcc(), TNGraph::GetNodes(), TSecTm::GetStr(), GraphNm, gsdClustCf, gsdTriadPart, gsdWcc, gsdWccHops, gsvClustCf, gsvEffWccDiam, gsvFullDiam, gsvNone, gsvWccBiDirEdges, gsvWccDstNodes, gsvWccEdges, gsvWccNodes, gsvWccSize, gsvWccSrcNodes, gsvWccUniqEdges, TFSet::In(), TSecTm::IsDef(), SetVal(), TakeBasicStat(), TakeBccStat(), TakeClustCf(), TakeConnComp(), TakeDegDistr(), TakeDiam(), TakeSccStat(), TakeSpectral(), TakeTriadPart(), and Time.

Referenced by TGStat().

                                                                                                      {
  printf("\n===TakeStat:  G(%u, %u) at %s\n", Graph->GetNodes(), Graph->GetEdges(), _Time.IsDef()?_Time.GetStr().CStr():"");
  TExeTm ExeTm, FullTm;
  Time = _Time;
  GraphNm = GraphName;
  if (StatFSet.In(gsvNone)) { return; }
  TakeBasicStat(Graph, false);
  TakeDiam(Graph, StatFSet, false);
  if (StatFSet.In(gsdWcc) || StatFSet.In(gsdWccHops) || StatFSet.In(gsvFullDiam) || StatFSet.In(gsvEffWccDiam) || StatFSet.In(gsvWccNodes) || StatFSet.In(gsvWccSrcNodes) || StatFSet.In(gsvWccDstNodes) || StatFSet.In(gsvWccEdges) || StatFSet.In(gsvWccUniqEdges) || StatFSet.In(gsvWccBiDirEdges)) {
    PNGraph WccGraph = TSnap::GetMxWcc(Graph);
    TakeBasicStat(WccGraph, true);
    TakeDiam(WccGraph, StatFSet, true);
    SetVal(gsvWccSize, WccGraph->GetNodes()/double(Graph->GetNodes()));
  }
  // strongly connected component
  TakeSccStat(Graph, StatFSet);
  // strongly connected component
  TakeBccStat(Graph, StatFSet);
  // degrees
  TakeDegDistr(Graph, StatFSet);
  // components
  TakeConnComp(Graph, StatFSet);
  // spectral
  TakeSpectral(Graph, StatFSet, -1);
  // clustering coeffient
  if (StatFSet.In(gsdClustCf) || StatFSet.In(gsvClustCf)) {
    TakeClustCf(Graph); }
  if (StatFSet.In(gsdTriadPart)) {
    TakeTriadPart(Graph); }
  printf("**[%s]\n", FullTm.GetTmStr());
}

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void TGStat::TakeStat	(	const PUNGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet,
		const TStr &	GraphName
	)

Definition at line 137 of file gstat.cpp.

References TStr::CStr(), TUNGraph::GetEdges(), TSnap::GetMxWcc(), TUNGraph::GetNodes(), TSecTm::GetStr(), GraphNm, gsdClustCf, gsdTriadPart, gsdWcc, gsdWccHops, gsvClustCf, gsvEffWccDiam, gsvFullDiam, gsvNone, gsvWccBiDirEdges, gsvWccDstNodes, gsvWccEdges, gsvWccNodes, gsvWccSize, gsvWccSrcNodes, gsvWccUniqEdges, TFSet::In(), TSecTm::IsDef(), SetVal(), TakeBasicStat(), TakeBccStat(), TakeClustCf(), TakeConnComp(), TakeDegDistr(), TakeDiam(), TakeTriadPart(), and Time.

                                                                                                       {
  printf("\n===TakeStat:  UG(%u, %u) at %s\n", Graph->GetNodes(), Graph->GetEdges(), _Time.IsDef()?_Time.GetStr().CStr():"");
  TExeTm ExeTm, FullTm;
  Time = _Time;
  GraphNm = GraphName;
  if (StatFSet.In(gsvNone)) { return; }
  TakeBasicStat(Graph, false);
  TakeDiam(Graph, StatFSet, false);
  if (StatFSet.In(gsdWcc) || StatFSet.In(gsdWccHops) || StatFSet.In(gsvFullDiam) || StatFSet.In(gsvEffWccDiam) || StatFSet.In(gsvWccNodes) || StatFSet.In(gsvWccSrcNodes) || StatFSet.In(gsvWccDstNodes) || StatFSet.In(gsvWccEdges) || StatFSet.In(gsvWccUniqEdges) || StatFSet.In(gsvWccBiDirEdges)) {
    PUNGraph WccGraph = TSnap::GetMxWcc(Graph);
    TakeBasicStat(WccGraph, true);
    TakeDiam(WccGraph, StatFSet, true);
    SetVal(gsvWccSize, WccGraph->GetNodes()/double(Graph->GetNodes()));
  }
  // strongly connected component
  //TakeSccStat(Graph, StatFSet);
  // strongly connected component
  TakeBccStat(Graph, StatFSet);
  // degrees
  TakeDegDistr(Graph, StatFSet);
  // components
  TakeConnComp(Graph, StatFSet);
  // spectral
  //TakeSpectral(Graph, StatFSet, -1);
  // clustering coeffient
  if (StatFSet.In(gsdClustCf) || StatFSet.In(gsvClustCf)) {
    TakeClustCf(Graph); }
  if (StatFSet.In(gsdTriadPart)) {
    TakeTriadPart(Graph); }
  printf("**[%s]\n", FullTm.GetTmStr());
}

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template<class PGraph >

void TGStat::TakeStat	(	const PGraph &	Graph,
		const TSecTm &	Time,
		TFSet	StatFSet,
		const TStr &	GraphName
	)

Definition at line 219 of file gstat.h.

References TSnap::GetMxWcc(), GraphNm, gsdClustCf, gsdHops, gsdScc, gsdTriadPart, gsdWcc, gsdWccHops, gsvClustCf, gsvEffDiam, gsvEffWccDiam, gsvFullDiam, gsvNone, gsvWccSize, TFSet::In(), SetVal(), TakeBasicStat(), TakeBccStat(), TakeClustCf(), TakeConnComp(), TakeDegDistr(), TakeDiam(), TakeSccStat(), TakeSpectral(), and TakeTriadPart().

                                                                                                     {
  printf("**TakeStat:  G(%u, %u)\n", Graph->GetNodes(), Graph->GetEdges());
  TExeTm ExeTm, FullTm;
  Time = _Time;
  GraphNm = GraphName;
  if (StatFSet.In(gsvNone)) { return; }
  TakeBasicStat(Graph, false);
  TakeSccStat(Graph, StatFSet);
  TakeBccStat(Graph, StatFSet);
  if (StatFSet.In(gsdWcc)) {
    PGraph WccG = TSnap::GetMxWcc(Graph);
    TakeBasicStat(WccG, true);
    SetVal(gsvWccSize, WccG->GetNodes()/double(Graph->GetNodes()));
  }
  // degrees
  TakeDegDistr(Graph, StatFSet);
  if (StatFSet.In(gsvFullDiam) || StatFSet.In(gsvEffDiam) || StatFSet.In(gsdHops) ||
   StatFSet.In(gsvEffWccDiam) || StatFSet.In(gsdWccHops) || StatFSet.In(gsdWcc) || StatFSet.In(gsdScc) ||
   StatFSet.In(gsdClustCf) || StatFSet.In(gsvClustCf) || StatFSet.In(gsdTriadPart)) {
    PNGraph NGraph = TSnap::ConvertGraph<PNGraph>(Graph, true);
    // diameter
    TakeDiam(NGraph, StatFSet, false);
    // components
    TakeConnComp(NGraph, StatFSet);
    // spectral
    TakeSpectral(NGraph, StatFSet, -1);
    // clustering coeffient
    if (StatFSet.In(gsdClustCf) || StatFSet.In(gsvClustCf)) {
      TakeClustCf(NGraph); }
    if (StatFSet.In(gsdTriadPart)) {
      TakeTriadPart(NGraph); }
    if (StatFSet.In(gsvFullDiam) || StatFSet.In(gsvEffWccDiam)) {
      TakeDiam(TSnap::GetMxWcc(NGraph), StatFSet, true); }
    printf("**[%s]\n", FullTm.GetTmStr());
  }
}

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template<class PGraph >

void TGStat::TakeTriadPart

(

const PGraph &

Graph

)

Definition at line 460 of file gstat.h.

References TVec< TVal, TSizeTy >::Add(), DistrStatH, TVec< TVal, TSizeTy >::Gen(), TExeTm::GetTmStr(), TSnap::GetTriadParticip(), gsdTriadPart, and TVec< TVal, TSizeTy >::Len().

Referenced by TakeStat().

                                              {
  TExeTm ExeTm;
  printf("triadparticip...");
  TFltPrV& TriadCntV = DistrStatH.AddDat(gsdTriadPart);
  TIntPrV CntV;
  TSnap::GetTriadParticip(Graph, CntV);
  TriadCntV.Gen(CntV.Len(), 0);
  for (int i = 0; i < CntV.Len(); i++) {
    TriadCntV.Add(TFltPr(CntV[i].Val1(), CntV[i].Val2()));
  }
  printf("[%s]  ", ExeTm.GetTmStr());
}

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Friends And Related Function Documentation

friend class TCmpByVal

friend

Definition at line 149 of file gstat.h.

friend class TPt< TGStat >

friend

Definition at line 150 of file gstat.h.

Member Data Documentation

TCRef TGStat::CRef

private

Definition at line 53 of file gstat.h.

THash<TInt, TFltPrV> TGStat::DistrStatH

Definition at line 58 of file gstat.h.

Referenced by GetDistr(), GetDistrs(), HasDistr(), operator=(), operator==(), Save(), SetDistr(), TakeClustCf(), TakeConnComp(), TakeDegDistr(), TakeDiam(), TakeSpectral(), and TakeTriadPart().

const TFltPrV TGStat::EmptyV = TFltPrV()

staticprivate

Definition at line 52 of file gstat.h.

Referenced by GetDistr().

TStr TGStat::GraphNm

Definition at line 56 of file gstat.h.

Referenced by AvgGStat(), GetNm(), New(), operator=(), Save(), SetNm(), and TakeStat().

int TGStat::NDiamRuns = 10

static

Definition at line 38 of file gstat.h.

Referenced by TFfGGen::GenFFGraphs(), TakeDiam(), and TTimeNENet::TimeGrowth().

int TGStat::TakeSngVals = 100

static

Definition at line 39 of file gstat.h.

Referenced by TakeSpectral().

TSecTm TGStat::Time

Definition at line 55 of file gstat.h.

Referenced by AvgGStat(), GetVal(), HasVal(), TGStat::TCmpByVal::operator()(), operator<(), operator=(), operator==(), Save(), and TakeStat().

TIntFltH TGStat::ValStatH

Definition at line 57 of file gstat.h.

Referenced by GetVal(), GetVals(), HasVal(), operator<(), operator=(), operator==(), Save(), and SetVal().

---

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

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