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#include "hmm.h"
// HMMHit constructors and methods
HMMHit::HMMHit(float s, double p, double e) {
pvalue = p;
evalue = e;
score = s;
};
// HMMDomainHit constructors and methods
HMMDomainHit::HMMDomainHit(float s, double p, double e) : HMMHit(s, p, e) {
ppvalue = pevalue = pscore = seqfrom = seqto = seqlen = hmmfrom = hmmto = 0;
}
// HMMReport constructors and methods
void HMMReport::addGlobalHit(HMMGlobalHit *h) {
if(h != NULL) global.push_back(h);
}
HMMGlobalHit *HMMReport::getGlobalHit(int i) {
return ((i >= 0) && (i < global.size())) ? global[i] : NULL;
}
void HMMReport::addDomainHit(HMMDomainHit *h) {
if(h != NULL) domain.push_back(h);
}
HMMDomainHit *HMMReport::getDomainHit(int i) {
return ((i >= 0) && (i < domain.size())) ? domain[i] : NULL;
}
HMMReport::~HMMReport() {
for(int i = 0; i < domain.size(); i++)
if(domain[i] != NULL) delete domain[i];
for(int i = 0; i < global.size(); i++)
if(global[i] != NULL) delete global[i];
}
// HMM constructors and methods
int HMM::save(char *filename, int append, int binary) {
FILE *fp;
if((model == NULL) || (filename == NULL)) return -1;
fp = (append) ? fopen(filename, "a") : fopen(filename, "w");
if(! fp) return -1;
(binary) ? WriteBinHMM(fp, model) : WriteAscHMM(fp, model);
fclose(fp);
return 0;
}
int HMM::load(char *filename) {
struct plan7_s *tmp_model = NULL;
HMMFILE *hmmfp;
if(strlen(filename) == 0) return -1;
// Load the model from the specified file.
if((hmmfp = HMMFileOpen(filename, (char *)"HMMERDB")) == NULL) return -1;
if(! HMMFileRead(hmmfp, &tmp_model)) {
HMMFileClose(hmmfp);
return -1;
}
HMMFileClose(hmmfp);
if(tmp_model == NULL) return -1;
P7Logoddsify(tmp_model, 1);
// If we had an old model already loaded, free it and make the new one
// current.
if(model != NULL) FreePlan7(model);
model = tmp_model;
SqdClean();
return 0;
}
HMMReport *HMM::search(char *seq) {
struct tophit_s *ghit, *dhit;
struct dpmatrix_s *mx;
struct p7trace_s *trace;
double pvalue, evalue;
int numhits;
HMMReport *hmmrep;
float score;
int seqlen;
unsigned char *dseq;
// Ensure we have a valid model and sequence.
if((model == NULL) ||(seq == NULL) || (!(seqlen = strlen(seq)))) return NULL;
// Convert the sequence to the format the HMMER library expects.
dseq = DigitizeSequence((char *)seq, seqlen);
// Calculate the raw scores for the sequence.
if (P7ViterbiSize(seqlen, model->M) <= RAMLIMIT)
score = P7Viterbi(dseq, seqlen, model, mx, &trace);
else
score = P7SmallViterbi(dseq, seqlen, model, mx, &trace);
// Calculate the score using the forward algorithm if we need.
if(doForward) {
score = P7Forward(dseq, seqlen, model, NULL);
if(doNull2) score -= TraceScoreCorrection(model, trace, dseq);
}
// We're only looking at a single sequence, so the evalue will be the same
// as the pvalue.
evalue = pvalue = PValue(model, score);
// If we met the threshold criteria, go and collect the global/domain
// hit information we're going to return.
if (score >= thresh.globT && evalue <= thresh.globE) {
ghit = AllocTophits(200);
dhit = AllocTophits(200);
PostprocessSignificantHit(ghit, dhit, trace, model, dseq, seqlen, "SEQ",
NULL, NULL, doForward, score, doNull2, &thresh,
FALSE);
numhits = ghit->num + dhit->num;
// Allocate an array of hits that we'll return.
hmmrep = new HMMReport();
if(hmmrep == NULL) {
P7FreeTrace(trace);
FreeTophits(ghit);
FreeTophits(dhit);
free(dseq);
SqdClean();
return NULL;
}
// Sort the global hits by score, filtering out the ones that make the
// cutoff and adding them to the array to be returned.
FullSortTophits(ghit);
for(int i = 0; i < ghit->num; i++) {
double ev, pv;
float sc;
int ndom;
GetRankedHit(ghit, i, &pv, &sc, NULL, NULL, NULL, NULL, NULL, NULL,
NULL, NULL, NULL, NULL, NULL, NULL, &ndom, NULL);
ev = pv * (double)thresh.Z;
if(ev <= thresh.globE && sc >= thresh.globT) {
HMMGlobalHit *hit = new HMMGlobalHit(sc, pv, ev);
hmmrep->addGlobalHit(hit);
}
}
// Sort the domain hits by score, filtering out the ones that make the
// cutoff and adding them to the array to be returned.
FullSortTophits(dhit);
for(int i = 0; i < dhit->num; i++) {
int sqfrom, sqto, sqlen;
double motherp, ev, pv;
int hmmfrom, hmmto;
float mothersc;
int domidx;
float sc;
int ndom;
GetRankedHit(dhit, i,
&pv, &sc, &motherp, &mothersc,
NULL, NULL, NULL,
&sqfrom, &sqto, &sqlen,
&hmmfrom, &hmmto, NULL,
&domidx, &ndom,
NULL);
ev = pv * (double)thresh.Z;
if(motherp * (double)thresh.Z > thresh.globE || mothersc < thresh.globT)
continue;
else if (ev <= thresh.domE && sc >= thresh.domT) {
HMMDomainHit *hit = new HMMDomainHit(sc, pv, ev);
hit->setParentPValue(motherp);
hit->setParentScore(mothersc);
hit->setSeqFrom(sqfrom);
hit->setSeqTo(sqto);
hit->setSeqLength(sqlen);
hit->setHMMFrom(hmmfrom);
hit->setHMMTo(hmmto);
hmmrep->addDomainHit(hit);
}
}
}
P7FreeTrace(trace);
FreeTophits(ghit);
FreeTophits(dhit);
free(dseq);
SqdClean();
return hmmrep;
}
int HMM::train(char **seqs, int len) {
MSA *msa;
msa = (MSA *)malloc(sizeof(MSA));
if(msa == NULL) return 0;
for(int i = 0; i < len; i++) {
printf("seq = %s\n", seqs[i]);
}
return 0;
}
HMM::~HMM() {
if(model != NULL) FreePlan7(model);
}
void HMM::init(char *filename, int df, int n2) {
thresh.globE = 10.0;
thresh.globT = -FLT_MAX;
thresh.domT = -FLT_MAX;
thresh.domE = FLT_MAX;
thresh.autocut = threshold_s::CUT_NONE;
thresh.Z = 1;
doForward = df;
doNull2 = n2;
model = NULL;
if(filename!= NULL) load(filename);
}
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