void TNEANetMP::Dump(FILE *OutF) const {
const int NodePlaces = (int) ceil(log10((double) GetNodes()));
const int EdgePlaces = (int) ceil(log10((double) GetEdges()));
fprintf(OutF, "-------------------------------------------------\nDirected Node-Edge Network: nodes: %d, edges: %d\n", GetNodes(), GetEdges());
for (TNodeI NodeI = BegNI(); NodeI < EndNI(); NodeI++) {
fprintf(OutF, " %*d]\n", NodePlaces, NodeI.GetId());
// load node attributes
TIntV IntAttrN;
IntAttrValueNI(NodeI.GetId(), IntAttrN);
fprintf(OutF, " nai[%d]", IntAttrN.Len());
for (int i = 0; i < IntAttrN.Len(); i++) {
fprintf(OutF, " %*i", NodePlaces, IntAttrN[i]()); }
TStrV StrAttrN;
StrAttrValueNI(NodeI.GetId(), StrAttrN);
fprintf(OutF, " nas[%d]", StrAttrN.Len());
for (int i = 0; i < StrAttrN.Len(); i++) {
fprintf(OutF, " %*s", NodePlaces, StrAttrN[i]()); }
TFltV FltAttrN;
FltAttrValueNI(NodeI.GetId(), FltAttrN);
fprintf(OutF, " naf[%d]", FltAttrN.Len());
for (int i = 0; i < FltAttrN.Len(); i++) {
fprintf(OutF, " %*f", NodePlaces, FltAttrN[i]()); }
fprintf(OutF, " in[%d]", NodeI.GetInDeg());
for (int edge = 0; edge < NodeI.GetInDeg(); edge++) {
fprintf(OutF, " %*d", EdgePlaces, NodeI.GetInEId(edge)); }
fprintf(OutF, "\n");
fprintf(OutF, " out[%d]", NodeI.GetOutDeg());
for (int edge = 0; edge < NodeI.GetOutDeg(); edge++) {
fprintf(OutF, " %*d", EdgePlaces, NodeI.GetOutEId(edge)); }
fprintf(OutF, "\n");
}
for (TEdgeI EdgeI = BegEI(); EdgeI < EndEI(); EdgeI++) {
fprintf(OutF, " %*d] %*d -> %*d", EdgePlaces, EdgeI.GetId(), NodePlaces, EdgeI.GetSrcNId(), NodePlaces, EdgeI.GetDstNId());
// load edge attributes
TIntV IntAttrE;
IntAttrValueEI(EdgeI.GetId(), IntAttrE);
fprintf(OutF, " eai[%d]", IntAttrE.Len());
for (int i = 0; i < IntAttrE.Len(); i++) {
fprintf(OutF, " %*i", EdgePlaces, IntAttrE[i]());
}
TStrV StrAttrE;
StrAttrValueEI(EdgeI.GetId(), StrAttrE);
fprintf(OutF, " eas[%d]", StrAttrE.Len());
for (int i = 0; i < StrAttrE.Len(); i++) {
fprintf(OutF, " %*s", EdgePlaces, StrAttrE[i]());
}
TFltV FltAttrE;
FltAttrValueEI(EdgeI.GetId(), FltAttrE);
fprintf(OutF, " eaf[%d]", FltAttrE.Len());
for (int i = 0; i < FltAttrE.Len(); i++) {
fprintf(OutF, " %*f", EdgePlaces, FltAttrE[i]());
}
fprintf(OutF, "\n");
}
fprintf(OutF, "\n");
}
// set Language and Country for movies that do not have the value set
// for every movie find the mojority language/country in 1-hop neighborhood and set it
void TImdbNet::SetLangCntryByMajority() {
// set language
while (true) {
TIntPrV NIdToVal;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
if (NI().GetLang() != 0) { continue; }
int Nbhs=0; TIntH LangCntH;
for (int e = 0; e < NI.GetOutDeg(); e++) {
LangCntH.AddDat(NI.GetOutNDat(e).GetLang()) += 1; Nbhs++; }
for (int e = 0; e < NI.GetInDeg(); e++) {
LangCntH.AddDat(NI.GetInNDat(e).GetLang()) += 1; Nbhs++; }
if (LangCntH.IsKey(0)) { Nbhs-=LangCntH.GetDat(0); LangCntH.GetDat(0)=0; }
LangCntH.SortByDat(false);
if (LangCntH.GetKey(0) == 0) { continue; }
if (LangCntH[0]*2 >= Nbhs) {
NIdToVal.Add(TIntPr(NI.GetId(), LangCntH.GetKey(0))); }
}
if (NIdToVal.Empty()) { break; } // done
for (int i = 0; i < NIdToVal.Len(); i++) {
GetNDat(NIdToVal[i].Val1).Lang = NIdToVal[i].Val2; }
printf(" language set: %d\n", NIdToVal.Len());
}
int cnt=0;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) { if (NI().GetLang()==0) cnt++; }
printf(" NO language: %d\n\n", cnt);
// set country
while (true) {
TIntPrV NIdToVal;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
if (NI().GetCntry() != 0) { continue; }
int Nbhs=0; TIntH CntryCntH;
for (int e = 0; e < NI.GetOutDeg(); e++) {
CntryCntH.AddDat(NI.GetOutNDat(e).GetCntry()) += 1; Nbhs++; }
for (int e = 0; e < NI.GetInDeg(); e++) {
CntryCntH.AddDat(NI.GetInNDat(e).GetCntry()) += 1; Nbhs++; }
if (CntryCntH.IsKey(0)) { Nbhs-=CntryCntH.GetDat(0); CntryCntH.GetDat(0)=0; }
CntryCntH.SortByDat(false);
if (CntryCntH.GetKey(0) == 0) { continue; }
if (CntryCntH[0]*2 >= Nbhs) {
NIdToVal.Add(TIntPr(NI.GetId(), CntryCntH.GetKey(0))); }
}
if (NIdToVal.Empty()) { break; } // done
for (int i = 0; i < NIdToVal.Len(); i++) {
GetNDat(NIdToVal[i].Val1).Cntry = NIdToVal[i].Val2; }
printf(" country set: %d\n", NIdToVal.Len());
}
cnt=0;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) { if (NI().GetCntry()==0) cnt++; }
printf(" NO country: %d\n\n", cnt);
}
// set actor's language and country
void TImdbNet::SetActorCntryLangByMajority() {
// set language
TIntPrV NIdToVal;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
if (! NI().IsActor()) { continue; }
IAssert(NI().GetLang() == 0); // no language set
IAssert(NI.GetInDeg() == 0); // actors point to movies
int Nbhs=0; TIntH LangCntH;
for (int e = 0; e < NI.GetOutDeg(); e++) {
LangCntH.AddDat(NI.GetOutNDat(e).GetLang()) += 1; Nbhs++; }
if (LangCntH.IsKey(0)) { Nbhs-=LangCntH.GetDat(0); LangCntH.GetDat(0)=0; }
LangCntH.SortByDat(false);
if (LangCntH.GetKey(0) == 0) { continue; }
if (LangCntH[0]*2 >= Nbhs) {
NIdToVal.Add(TIntPr(NI.GetId(), LangCntH.GetKey(0))); }
}
for (int i = 0; i < NIdToVal.Len(); i++) {
GetNDat(NIdToVal[i].Val1).Lang = NIdToVal[i].Val2; }
printf(" language set: %d\n", NIdToVal.Len());
int cnt=0;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) { if (NI().IsActor() && NI().GetLang()==0) cnt++; }
printf(" Actors NO language: %d\n\n", cnt);
// set country
NIdToVal.Clr(true);
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
if (! NI().IsActor()) { continue; }
IAssert(NI().GetCntry() == 0); // no country set
IAssert(NI.GetInDeg() == 0); // actors point to movies
int Nbhs=0; TIntH CntryCntH;
for (int e = 0; e < NI.GetOutDeg(); e++) {
CntryCntH.AddDat(NI.GetOutNDat(e).GetCntry()) += 1; Nbhs++; }
if (CntryCntH.IsKey(0)) { Nbhs-=CntryCntH.GetDat(0); CntryCntH.GetDat(0)=0; }
CntryCntH.SortByDat(false);
if (CntryCntH.GetKey(0) == 0) { continue; }
if (CntryCntH[0]*2 >= Nbhs) {
NIdToVal.Add(TIntPr(NI.GetId(), CntryCntH.GetKey(0))); }
}
for (int i = 0; i < NIdToVal.Len(); i++) {
GetNDat(NIdToVal[i].Val1).Cntry = NIdToVal[i].Val2; }
printf(" country set: %d\n", NIdToVal.Len());
cnt=0;
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) { if (NI().IsActor() && NI().GetCntry()==0) cnt++; }
printf(" Actors NO country: %d\n\n", cnt);
}
void TNEGraph::Dump(FILE *OutF) const {
const int NodePlaces = (int) ceil(log10((double) GetNodes()));
const int EdgePlaces = (int) ceil(log10((double) GetEdges()));
fprintf(OutF, "-------------------------------------------------\nDirected Node-Edge Graph: nodes: %d, edges: %d\n", GetNodes(), GetEdges());
for (TNodeI NodeI = BegNI(); NodeI < EndNI(); NodeI++) {
fprintf(OutF, " %*d]\n", NodePlaces, NodeI.GetId());
fprintf(OutF, " in[%d]", NodeI.GetInDeg());
for (int edge = 0; edge < NodeI.GetInDeg(); edge++) {
fprintf(OutF, " %*d", EdgePlaces, NodeI.GetInEId(edge)); }
fprintf(OutF, "\n out[%d]", NodeI.GetOutDeg());
for (int edge = 0; edge < NodeI.GetOutDeg(); edge++) {
fprintf(OutF, " %*d", EdgePlaces, NodeI.GetOutEId(edge)); }
fprintf(OutF, "\n");
}
for (TEdgeI EdgeI = BegEI(); EdgeI < EndEI(); EdgeI++) {
fprintf(OutF, " %*d] %*d -> %*d\n", EdgePlaces, EdgeI.GetId(), NodePlaces, EdgeI.GetSrcNId(), NodePlaces, EdgeI.GetDstNId());
}
fprintf(OutF, "\n");
}
PMultimodalGraphImplC TMultimodalGraphImplB::ConvertToImplC() const {
PMultimodalGraphImplC G = TMultimodalGraphImplC::New();
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
G->AddNode(TPair<TInt,TInt>(NI.GetModeId(), NI.GetId()));
}
for (TNodeI NI = BegNI(); NI < EndNI(); NI++) {
int OutDeg = NI.GetOutDeg();
int InDeg = NI.GetInDeg();
G->ReserveInAndOutNIdV(TPair<TInt,TInt>(NI.GetModeId(), NI.GetId()), OutDeg, InDeg);
TVec<TInt> AdjacentModes = TVec<TInt>(); NI.GetAdjacentModes(AdjacentModes);
for (int i = 0; i < AdjacentModes.Len(); i++) {
int AdjacentMode = AdjacentModes.GetVal(i);
TPair<TInt,TInt> ModeIdsKey = GetModeIdsKey(NI.GetModeId(), AdjacentMode);
G->AddOutNIds(TPair<TInt,TInt>(NI.GetModeId(),NI.GetId()), Graphs.GetDat(ModeIdsKey).GetOutNId(NI.GetId()), AdjacentMode);
G->AddInNIds(TPair<TInt,TInt>(NI.GetModeId(),NI.GetId()), Graphs.GetDat(ModeIdsKey).GetInNId(NI.GetId()), AdjacentMode);
}
}
return G;
}