void EvaluateSub(Substructure *sub, Parameters *parameters)
{
double sizeOfSub;
double sizeOfPosGraph;
double sizeOfCompressedPosGraph;
double subValue = 0.0;
Graph *compressedGraph;
ULONG numLabels;
ULONG posEgsCovered;
// parameters used
Graph *posGraph = parameters->posGraph;
double posGraphDL = parameters->posGraphDL;
ULONG numPosEgs = parameters->numPosEgs;
LabelList *labelList = parameters->labelList;
BOOLEAN allowInstanceOverlap = parameters->allowInstanceOverlap;
ULONG evalMethod = parameters->evalMethod;
// calculate number of examples covered by this substructure
sub->numExamples = PosExamplesCovered(sub, parameters);
switch(evalMethod)
{
case EVAL_MDL:
numLabels = labelList->numLabels;
sizeOfSub = MDL(sub->definition, numLabels, parameters);
sizeOfPosGraph = posGraphDL; // cached at beginning
compressedGraph = CompressGraph(posGraph, sub->instances, parameters);
numLabels++; // add one for new "SUB" vertex label
if ((allowInstanceOverlap) && (InstancesOverlap(sub->instances)))
numLabels++; // add one for new "OVERLAP" edge label
sizeOfCompressedPosGraph = MDL(compressedGraph, numLabels, parameters);
// add extra bits to describe where external edges connect to instances
sizeOfCompressedPosGraph +=
ExternalEdgeBits(compressedGraph,sub->definition,sub->numInstances);
subValue = sizeOfPosGraph / (sizeOfSub + sizeOfCompressedPosGraph);
FreeGraph(compressedGraph);
break;
case EVAL_SIZE:
sizeOfSub = (double) GraphSize(sub->definition);
sizeOfPosGraph = (double) GraphSize(posGraph);
sizeOfCompressedPosGraph =
(double) SizeOfCompressedGraph(posGraph, sub->instances,
parameters, POS);
subValue = sizeOfPosGraph / (sizeOfSub + sizeOfCompressedPosGraph);
break;
case EVAL_SETCOVER:
posEgsCovered = PosExamplesCovered(sub, parameters);
subValue = ((double) (posEgsCovered)) / ((double) (numPosEgs));
break;
}
sub->value = subValue;
}
int METIS_NodeND(idx_t *nvtxs, idx_t *xadj, idx_t *adjncy, idx_t *vwgt,
idx_t *options, idx_t *perm, idx_t *iperm)
{
int sigrval=0, renumber=0;
idx_t i, ii, j, l, nnvtxs=0;
graph_t *graph=NULL;
ctrl_t *ctrl;
idx_t *cptr, *cind, *piperm;
int numflag = 0;
/* set up malloc cleaning code and signal catchers */
if (!gk_malloc_init())
return METIS_ERROR_MEMORY;
gk_sigtrap();
if ((sigrval = gk_sigcatch()) != 0)
goto SIGTHROW;
/* set up the run time parameters */
ctrl = SetupCtrl(METIS_OP_OMETIS, options, 1, 3, NULL, NULL);
if (!ctrl) {
gk_siguntrap();
return METIS_ERROR_INPUT;
}
/* if required, change the numbering to 0 */
if (ctrl->numflag == 1) {
Change2CNumbering(*nvtxs, xadj, adjncy);
renumber = 1;
}
IFSET(ctrl->dbglvl, METIS_DBG_TIME, InitTimers(ctrl));
IFSET(ctrl->dbglvl, METIS_DBG_TIME, gk_startcputimer(ctrl->TotalTmr));
/* prune the dense columns */
if (ctrl->pfactor > 0.0) {
piperm = imalloc(*nvtxs, "OMETIS: piperm");
graph = PruneGraph(ctrl, *nvtxs, xadj, adjncy, vwgt, piperm, ctrl->pfactor);
if (graph == NULL) {
/* if there was no prunning, cleanup the pfactor */
gk_free((void **)&piperm, LTERM);
ctrl->pfactor = 0.0;
}
else {
nnvtxs = graph->nvtxs;
ctrl->compress = 0; /* disable compression if prunning took place */
}
}
/* compress the graph; note that compression only happens if not prunning
has taken place. */
if (ctrl->compress) {
cptr = imalloc(*nvtxs+1, "OMETIS: cptr");
cind = imalloc(*nvtxs, "OMETIS: cind");
graph = CompressGraph(ctrl, *nvtxs, xadj, adjncy, vwgt, cptr, cind);
if (graph == NULL) {
/* if there was no compression, cleanup the compress flag */
gk_free((void **)&cptr, &cind, LTERM);
ctrl->compress = 0;
}
else {
nnvtxs = graph->nvtxs;
ctrl->cfactor = 1.0*(*nvtxs)/nnvtxs;
if (ctrl->cfactor > 1.5 && ctrl->nseps == 1)
ctrl->nseps = 2;
//ctrl->nseps = (idx_t)(ctrl->cfactor*ctrl->nseps);
}
}
/* if no prunning and no compression, setup the graph in the normal way. */
if (ctrl->pfactor == 0.0 && ctrl->compress == 0)
graph = SetupGraph(ctrl, *nvtxs, 1, xadj, adjncy, vwgt, NULL, NULL);
ASSERT(CheckGraph(graph, ctrl->numflag, 1));
/* allocate workspace memory */
AllocateWorkSpace(ctrl, graph);
/* do the nested dissection ordering */
if (ctrl->ccorder)
MlevelNestedDissectionCC(ctrl, graph, iperm, graph->nvtxs);
else
MlevelNestedDissection(ctrl, graph, iperm, graph->nvtxs);
if (ctrl->pfactor > 0.0) { /* Order any prunned vertices */
icopy(nnvtxs, iperm, perm); /* Use perm as an auxiliary array */
for (i=0; i<nnvtxs; i++)
iperm[piperm[i]] = perm[i];
for (i=nnvtxs; i<*nvtxs; i++)
iperm[piperm[i]] = i;
gk_free((void **)&piperm, LTERM);
}
else if (ctrl->compress) { /* Uncompress the ordering */
/* construct perm from iperm */
for (i=0; i<nnvtxs; i++)
perm[iperm[i]] = i;
for (l=ii=0; ii<nnvtxs; ii++) {
i = perm[ii];
for (j=cptr[i]; j<cptr[i+1]; j++)
iperm[cind[j]] = l++;
}
gk_free((void **)&cptr, &cind, LTERM);
}
for (i=0; i<*nvtxs; i++)
perm[iperm[i]] = i;
IFSET(ctrl->dbglvl, METIS_DBG_TIME, gk_stopcputimer(ctrl->TotalTmr));
IFSET(ctrl->dbglvl, METIS_DBG_TIME, PrintTimers(ctrl));
/* clean up */
FreeCtrl(&ctrl);
SIGTHROW:
/* if required, change the numbering back to 1 */
if (renumber)
Change2FNumberingOrder(*nvtxs, xadj, adjncy, perm, iperm);
gk_siguntrap();
gk_malloc_cleanup(0);
return metis_rcode(sigrval);
}
/*************************************************************************
* This function is the entry point for the node ND code for ParMETIS
**************************************************************************/
void METIS_NodeNDP(int nvtxs, idxtype *xadj, idxtype *adjncy, int npes,
int *options, idxtype *perm, idxtype *iperm, idxtype *sizes)
{
int i, ii, j, l, wflag, nflag;
GraphType graph;
CtrlType ctrl;
idxtype *cptr, *cind;
if (options[0] == 0) { /* Use the default parameters */
ctrl.CType = ONMETIS_CTYPE;
ctrl.IType = ONMETIS_ITYPE;
ctrl.RType = ONMETIS_RTYPE;
ctrl.dbglvl = ONMETIS_DBGLVL;
ctrl.oflags = ONMETIS_OFLAGS;
ctrl.pfactor = ONMETIS_PFACTOR;
ctrl.nseps = ONMETIS_NSEPS;
}
else {
ctrl.CType = options[OPTION_CTYPE];
ctrl.IType = options[OPTION_ITYPE];
ctrl.RType = options[OPTION_RTYPE];
ctrl.dbglvl = options[OPTION_DBGLVL];
ctrl.oflags = options[OPTION_OFLAGS];
ctrl.pfactor = options[OPTION_PFACTOR];
ctrl.nseps = options[OPTION_NSEPS];
}
if (ctrl.nseps < 1)
ctrl.nseps = 1;
ctrl.optype = OP_ONMETIS;
ctrl.CoarsenTo = 100;
IFSET(ctrl.dbglvl, DBG_TIME, InitTimers(&ctrl));
IFSET(ctrl.dbglvl, DBG_TIME, starttimer(ctrl.TotalTmr));
InitRandom(-1);
if (ctrl.oflags&OFLAG_COMPRESS) {
/*============================================================
* Compress the graph
==============================================================*/
cptr = idxmalloc(nvtxs+1, "ONMETIS: cptr");
cind = idxmalloc(nvtxs, "ONMETIS: cind");
CompressGraph(&ctrl, &graph, nvtxs, xadj, adjncy, cptr, cind);
if (graph.nvtxs >= COMPRESSION_FRACTION*(nvtxs)) {
ctrl.oflags--; /* We actually performed no compression */
GKfree((void**)&cptr, &cind, LTERM);
}
else if (2*graph.nvtxs < nvtxs && ctrl.nseps == 1)
ctrl.nseps = 2;
}
else {
SetUpGraph(&graph, OP_ONMETIS, nvtxs, 1, xadj, adjncy, NULL, NULL, 0);
}
/*=============================================================
* Do the nested dissection ordering
--=============================================================*/
ctrl.maxvwgt = 1.5*(idxsum(graph.nvtxs, graph.vwgt)/ctrl.CoarsenTo);
AllocateWorkSpace(&ctrl, &graph, 2);
idxset(2*npes-1, 0, sizes);
MlevelNestedDissectionP(&ctrl, &graph, iperm, graph.nvtxs, npes, 0, sizes);
FreeWorkSpace(&ctrl, &graph);
if (ctrl.oflags&OFLAG_COMPRESS) { /* Uncompress the ordering */
if (graph.nvtxs < COMPRESSION_FRACTION*(nvtxs)) {
/* construct perm from iperm */
for (i=0; i<graph.nvtxs; i++)
perm[iperm[i]] = i;
for (l=ii=0; ii<graph.nvtxs; ii++) {
i = perm[ii];
for (j=cptr[i]; j<cptr[i+1]; j++)
iperm[cind[j]] = l++;
}
}
GKfree((void**)&cptr, &cind, LTERM);
}
for (i=0; i<nvtxs; i++)
perm[iperm[i]] = i;
IFSET(ctrl.dbglvl, DBG_TIME, stoptimer(ctrl.TotalTmr));
IFSET(ctrl.dbglvl, DBG_TIME, PrintTimers(&ctrl));
}
/*************************************************************************
* This function is the entry point for ONCMETIS
**************************************************************************/
void METIS_NodeND(int *nvtxs, idxtype *xadj, idxtype *adjncy, int *numflag, int *options,
idxtype *perm, idxtype *iperm)
{
int i, ii, j, l, wflag, nflag;
GraphType graph;
CtrlType ctrl;
idxtype *cptr, *cind, *piperm;
if (*numflag == 1)
Change2CNumbering(*nvtxs, xadj, adjncy);
if (options[0] == 0) { /* Use the default parameters */
ctrl.CType = ONMETIS_CTYPE;
ctrl.IType = ONMETIS_ITYPE;
ctrl.RType = ONMETIS_RTYPE;
ctrl.dbglvl = ONMETIS_DBGLVL;
ctrl.oflags = ONMETIS_OFLAGS;
ctrl.pfactor = ONMETIS_PFACTOR;
ctrl.nseps = ONMETIS_NSEPS;
}
else {
ctrl.CType = options[OPTION_CTYPE];
ctrl.IType = options[OPTION_ITYPE];
ctrl.RType = options[OPTION_RTYPE];
ctrl.dbglvl = options[OPTION_DBGLVL];
ctrl.oflags = options[OPTION_OFLAGS];
ctrl.pfactor = options[OPTION_PFACTOR];
ctrl.nseps = options[OPTION_NSEPS];
}
if (ctrl.nseps < 1)
ctrl.nseps = 1;
ctrl.optype = OP_ONMETIS;
ctrl.CoarsenTo = 100;
IFSET(ctrl.dbglvl, DBG_TIME, InitTimers(&ctrl));
IFSET(ctrl.dbglvl, DBG_TIME, starttimer(ctrl.TotalTmr));
InitRandom(-1);
if (ctrl.pfactor > 0) {
/*============================================================
* Prune the dense columns
==============================================================*/
piperm = idxmalloc(*nvtxs, "ONMETIS: piperm");
PruneGraph(&ctrl, &graph, *nvtxs, xadj, adjncy, piperm, (float)(0.1*ctrl.pfactor));
}
else if (ctrl.oflags&OFLAG_COMPRESS) {
/*============================================================
* Compress the graph
==============================================================*/
cptr = idxmalloc(*nvtxs+1, "ONMETIS: cptr");
cind = idxmalloc(*nvtxs, "ONMETIS: cind");
CompressGraph(&ctrl, &graph, *nvtxs, xadj, adjncy, cptr, cind);
if (graph.nvtxs >= COMPRESSION_FRACTION*(*nvtxs)) {
ctrl.oflags--; /* We actually performed no compression */
GKfree(&cptr, &cind, LTERM);
}
else if (2*graph.nvtxs < *nvtxs && ctrl.nseps == 1)
ctrl.nseps = 2;
}
else {
SetUpGraph(&graph, OP_ONMETIS, *nvtxs, 1, xadj, adjncy, NULL, NULL, 0);
}
/*=============================================================
* Do the nested dissection ordering
--=============================================================*/
ctrl.maxvwgt = 1.5*(idxsum(graph.nvtxs, graph.vwgt)/ctrl.CoarsenTo);
AllocateWorkSpace(&ctrl, &graph, 2);
if (ctrl.oflags&OFLAG_CCMP)
MlevelNestedDissectionCC(&ctrl, &graph, iperm, ORDER_UNBALANCE_FRACTION, graph.nvtxs);
else
MlevelNestedDissection(&ctrl, &graph, iperm, ORDER_UNBALANCE_FRACTION, graph.nvtxs);
FreeWorkSpace(&ctrl, &graph);
if (ctrl.pfactor > 0) { /* Order any prunned vertices */
if (graph.nvtxs < *nvtxs) {
idxcopy(graph.nvtxs, iperm, perm); /* Use perm as an auxiliary array */
for (i=0; i<graph.nvtxs; i++)
iperm[piperm[i]] = perm[i];
for (i=graph.nvtxs; i<*nvtxs; i++)
iperm[piperm[i]] = i;
}
GKfree(&piperm, LTERM);
}
else if (ctrl.oflags&OFLAG_COMPRESS) { /* Uncompress the ordering */
if (graph.nvtxs < COMPRESSION_FRACTION*(*nvtxs)) {
/* construct perm from iperm */
for (i=0; i<graph.nvtxs; i++)
perm[iperm[i]] = i;
for (l=ii=0; ii<graph.nvtxs; ii++) {
i = perm[ii];
for (j=cptr[i]; j<cptr[i+1]; j++)
iperm[cind[j]] = l++;
}
}
GKfree(&cptr, &cind, LTERM);
}
for (i=0; i<*nvtxs; i++)
perm[iperm[i]] = i;
IFSET(ctrl.dbglvl, DBG_TIME, stoptimer(ctrl.TotalTmr));
IFSET(ctrl.dbglvl, DBG_TIME, PrintTimers(&ctrl));
if (*numflag == 1)
Change2FNumberingOrder(*nvtxs, xadj, adjncy, perm, iperm);
}
int main(int argc, char **argv)
{
Parameters *parameters;
ULONG numLabels;
Graph *g1;
Graph *g2;
Graph *g2compressed;
InstanceList *instanceList;
ULONG numInstances;
ULONG subSize, graphSize, compressedSize;
double subDL, graphDL, compressedDL;
double value;
Label label;
parameters = GetParameters(argc, argv);
g1 = ReadGraph(argv[argc - 2], parameters->labelList,
parameters->directed);
g2 = ReadGraph(argv[argc - 1], parameters->labelList,
parameters->directed);
instanceList = FindInstances(g1, g2, parameters);
numInstances = CountInstances(instanceList);
printf("Found %lu instances.\n\n", numInstances);
g2compressed = CompressGraph(g2, instanceList, parameters);
// Compute and print compression-based measures
subSize = GraphSize(g1);
graphSize = GraphSize(g2);
compressedSize = GraphSize(g2compressed);
value = ((double) graphSize) /
(((double) subSize) + ((double) compressedSize));
printf("Size of graph = %lu\n", graphSize);
printf("Size of substructure = %lu\n", subSize);
printf("Size of compressed graph = %lu\n", compressedSize);
printf("Value = %f\n\n", value);
// Compute and print MDL based measures
numLabels = parameters->labelList->numLabels;
subDL = MDL(g1, numLabels, parameters);
graphDL = MDL(g2, numLabels, parameters);
numLabels++; // add one for new "SUB" vertex label
if ((parameters->allowInstanceOverlap) &&
(InstancesOverlap(instanceList)))
numLabels++; // add one for new "OVERLAP" edge label
compressedDL = MDL(g2compressed, numLabels, parameters);
// add extra bits to describe where external edges connect to instances
compressedDL += ExternalEdgeBits(g2compressed, g1, numInstances);
value = graphDL / (subDL + compressedDL);
printf("DL of graph = %f\n", graphDL);
printf("DL of substructure = %f\n", subDL);
printf("DL of compressed graph = %f\n", compressedDL);
printf("Value = %f\n\n", value);
if (parameters->outputToFile)
{
// first, actually add "SUB" and "OVERLAP" labels
label.labelType = STRING_LABEL;
label.labelValue.stringLabel = SUB_LABEL_STRING;
StoreLabel(& label, parameters->labelList);
label.labelValue.stringLabel = OVERLAP_LABEL_STRING;
StoreLabel(& label, parameters->labelList);
parameters->posGraph = g2compressed;
WriteGraphToDotFile(parameters->outFileName, parameters);
printf("Compressed graph written to dot file %s\n",
parameters->outFileName);
}
FreeGraph(g2compressed);
FreeInstanceList(instanceList);
FreeGraph(g1);
FreeGraph(g2);
FreeParameters(parameters);
return 0;
}
