some initial changes from the first review of the genotype redesign, more to come.

git-svn-id: file:///humgen/gsa-scr1/gsa-engineering/svn_contents/trunk@1338 348d0f76-0448-11de-a6fe-93d51630548a
This commit is contained in:
aaron 2009-07-30 07:04:05 +00:00
parent feb7238f10
commit 9cd53d3273
16 changed files with 615 additions and 765 deletions

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@ -10,6 +10,7 @@ import org.broadinstitute.sting.utils.ListUtils;
import org.broadinstitute.sting.utils.cmdLine.Argument;
import org.broadinstitute.sting.utils.genotype.Genotype;
import org.broadinstitute.sting.utils.genotype.GenotypeCall;
import org.broadinstitute.sting.utils.genotype.SSGGenotypeCall;
import java.io.File;
import java.io.FileNotFoundException;
@ -90,7 +91,7 @@ public class CoverageEvalWalker extends LocusWalker<List<String>, String> {
LocusContext subContext = new LocusContext(context.getLocation(), sub_reads, sub_offsets);
GenotypeCall call = SSG.map(tracker, ref, subContext);
String callType = (call.isVariation()) ? ((call.getBestVrsRef().first.isHom()) ? "HomozygousSNP" : "HeterozygousSNP") : "HomozygousReference";
String callType = (call.isVariation()) ? ((call.isHom()) ? "HomozygousSNP" : "HeterozygousSNP") : "HomozygousReference";
if (call != null) {
GenotypeCalls.add(coverage+"\t"+coverage_available+"\t"+hc_genotype+"\t"+callType+"\t"+toGeliString(call));
}
@ -116,37 +117,26 @@ public class CoverageEvalWalker extends LocusWalker<List<String>, String> {
// a method to support getting the geli string, since the AlleleFrequencyEstimate is going away
public String toGeliString (GenotypeCall locus) {
if (locus.getPosteriors().size() != 10) throw new IllegalArgumentException("Geli text only supports SNP calls, with a diploid organism (i.e. posterior array size of 10)");
// this is to perserve the format string that we used to use
double[] likelihoods = new double[10];
int index = 0;
List<Genotype> lt = locus.getLexigraphicallySortedGenotypes();
for (Genotype G: lt) {
likelihoods[index] = G.getLikelihood();
index++;
}
SSGGenotypeCall call = (SSGGenotypeCall)locus;
return String.format("%s %16d %c %8d %d %s %.6f %.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f",
locus.getLocation().getContig(),
locus.getLocation().getStart(),
locus.getReferencebase(),
locus.getReadDepth(),
call.getLocation().getContig(),
call.getLocation().getStart(),
call.getReferencebase(),
call.getReadDepth(),
-1,
locus.getGenotypes().get(0).getBases(),
locus.getBestVrsRef().second.getScore(),
locus.getBestVrsNext().second.getScore(),
likelihoods[0],
likelihoods[1],
likelihoods[2],
likelihoods[3],
likelihoods[4],
likelihoods[5],
likelihoods[6],
likelihoods[7],
likelihoods[8],
likelihoods[9]);
call.getBases(),
call.getBestRef(),
call.getBestNext(),
call.getLikelihoods()[0],
call.getLikelihoods()[1],
call.getLikelihoods()[2],
call.getLikelihoods()[3],
call.getLikelihoods()[4],
call.getLikelihoods()[5],
call.getLikelihoods()[6],
call.getLikelihoods()[7],
call.getLikelihoods()[8],
call.getLikelihoods()[9]);
}
}

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@ -10,19 +10,16 @@ import org.broadinstitute.sting.gatk.walkers.LocusWalker;
import org.broadinstitute.sting.gatk.walkers.ReadFilters;
import org.broadinstitute.sting.playground.utils.AlleleMetrics;
import org.broadinstitute.sting.playground.utils.GenotypeLikelihoods;
import org.broadinstitute.sting.playground.utils.IndelLikelihood;
import org.broadinstitute.sting.utils.BaseUtils;
import org.broadinstitute.sting.utils.BasicPileup;
import org.broadinstitute.sting.utils.ReadBackedPileup;
import org.broadinstitute.sting.utils.StingException;
import org.broadinstitute.sting.utils.cmdLine.Argument;
import org.broadinstitute.sting.utils.genotype.*;
import java.io.File;
import java.util.List;
@ReadFilters(ZeroMappingQualityReadFilter.class)
public class SingleSampleGenotyper extends LocusWalker<GenotypeCall, GenotypeWriter> {
public class SingleSampleGenotyper extends LocusWalker<SSGGenotypeCall, GenotypeWriter> {
// Control output settings
@Argument(fullName = "variants_out", shortName = "varout", doc = "File to which variants should be written", required = true) public File VARIANTS_FILE;
@Argument(fullName = "metrics_out", shortName = "metout", doc = "File to which metrics should be written", required = false) public File METRICS_FILE = new File("/dev/stderr");
@ -126,22 +123,21 @@ public class SingleSampleGenotyper extends LocusWalker<GenotypeCall, GenotypeWri
*
* @return an AlleleFrequencyEstimate object
*/
public GenotypeCall map(RefMetaDataTracker tracker, char ref, LocusContext context) {
public SSGGenotypeCall map(RefMetaDataTracker tracker, char ref, LocusContext context) {
rationalizeSampleName(context.getReads().get(0));
if (context.getLocation().getStart() == 73) {
int stop = 1;
}
GenotypeLocus genotype = getGenotype(tracker, Character.toUpperCase(ref), context, sampleName);
GenotypeCall call = null;
if (genotype != null) {
call = new GenotypeCallImpl(genotype, ref,
new ConfidenceScore(this.LOD_THRESHOLD, (GENOTYPE ? ConfidenceScore.SCORE_METHOD.BEST_NEXT : ConfidenceScore.SCORE_METHOD.BEST_REF)));
metricsOut.nextPosition(call, tracker);
ReadBackedPileup pileup = new ReadBackedPileup(ref, context);
GenotypeLikelihoods G = callGenotype(tracker);
SSGGenotypeCall geno = (SSGGenotypeCall)G.callGenotypes(tracker, ref, pileup);
if (geno != null) {
metricsOut.nextPosition(geno, tracker);
}
if (!SUPPRESS_METRICS) {
metricsOut.printMetricsAtLocusIntervals(METRICS_INTERVAL);
}
return call;
return geno;
}
/**
@ -172,25 +168,6 @@ public class SingleSampleGenotyper extends LocusWalker<GenotypeCall, GenotypeWri
return sampleName;
}
/**
* Compute the allele frequency of the underlying genotype at the given locus.
*
* @param tracker the meta data tracker
* @param ref the reference base
* @param context contextual information around the locus
* @param sample_name the name of the sample
*
* @return the allele frequency estimate
*/
private GenotypeLocus getGenotype(RefMetaDataTracker tracker, char ref, LocusContext context, String sample_name) {
ReadBackedPileup pileup = new ReadBackedPileup(ref, context);
// Handle single-base polymorphisms.
GenotypeLikelihoods G = callGenotype(tracker);
GenotypeLocus geno = G.callGenotypes(tracker, ref, pileup);
return geno;
}
/**
* Calls the underlying, single locus genotype of the sample
*
@ -211,26 +188,6 @@ public class SingleSampleGenotyper extends LocusWalker<GenotypeCall, GenotypeWri
return G;
}
/**
* Compute the likelihood of an indel at this locus.
*
* @param context contextual information around the locus
* @param reads the reads that overlap this locus
* @param offsets the offsets per read that identify the base at this locus
*
* @return the likelihood of the indel at this location
*/
private IndelLikelihood callIndel(LocusContext context, List<SAMRecord> reads, List<Integer> offsets) {
String[] indels = BasicPileup.indelPileup(reads, offsets);
IndelLikelihood indelCall = new IndelLikelihood(indels, 1e-4);
if (!indelCall.getType().equals("ref")) {
System.out.printf("INDEL %s %s\n", context.getLocation(), indelCall);
}
return indelCall;
}
/**
* Determine whether we're at a Hapmap site
*
@ -271,10 +228,9 @@ public class SingleSampleGenotyper extends LocusWalker<GenotypeCall, GenotypeWri
*
* @return an empty string
*/
public GenotypeWriter reduce(GenotypeCall call, GenotypeWriter sum) {
public GenotypeWriter reduce(SSGGenotypeCall call, GenotypeWriter sum) {
if (call != null && call.isVariation()) {
if ((GENOTYPE && call.getBestVrsNext().second.getScore() > LOD_THRESHOLD) ||
(call.getBestVrsRef().second.getScore() > LOD_THRESHOLD))
if (call.getConfidenceScore().getScore() > LOD_THRESHOLD)
sum.addGenotypeCall(call);
}
return sum;

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@ -5,9 +5,10 @@ import org.broadinstitute.sting.gatk.refdata.ReferenceOrderedDatum;
import org.broadinstitute.sting.gatk.refdata.rodDbSNP;
import org.broadinstitute.sting.gatk.refdata.rodGFF;
import org.broadinstitute.sting.utils.Pair;
import org.broadinstitute.sting.utils.genotype.ConfidenceScore;
import org.broadinstitute.sting.utils.genotype.confidence.ConfidenceScore;
import org.broadinstitute.sting.utils.genotype.Genotype;
import org.broadinstitute.sting.utils.genotype.GenotypeCall;
import org.broadinstitute.sting.utils.genotype.SSGGenotypeCall;
import java.io.File;
import java.io.FileNotFoundException;
@ -56,8 +57,9 @@ public class AlleleMetrics {
this.LOD_cutoff = lodThresold;
}
public void nextPosition(GenotypeCall call, RefMetaDataTracker tracker) {
num_loci_total += 1;
public void nextPosition(GenotypeCall cl, RefMetaDataTracker tracker) {
SSGGenotypeCall call = (SSGGenotypeCall)cl;
num_loci_total += 1;
boolean is_dbSNP_SNP = false;
boolean has_hapmap_chip_genotype = false;
@ -80,10 +82,10 @@ public class AlleleMetrics {
}
}
}
Pair<Genotype, ConfidenceScore> result = call.getBestVrsRef();
if (Math.abs(call.getBestVrsNext().second.getScore()) >= LOD_cutoff) { num_loci_confident += 1; }
double result = call.getBestRef();
if (Math.abs(call.getBestNext()) >= LOD_cutoff) { num_loci_confident += 1; }
if (call.isVariation() && result.second.getScore() >= LOD_cutoff)
if (call.isVariation() && result >= LOD_cutoff)
{
// Confident variant.
@ -101,7 +103,7 @@ public class AlleleMetrics {
String hapmap_genotype = hapmap_chip_genotype.getFeature();
long refs=0, alts=0;
double hapmap_q;
String str = call.getBestVrsRef().first.getBases();
String str = call.getBases();
char alt = str.charAt(0);
if (str.charAt(0) == call.getReferencebase()) alt = str.charAt(1);
for (char c : hapmap_genotype.toCharArray()) {
@ -121,8 +123,8 @@ public class AlleleMetrics {
//out.format("%s %s %c %c", hapmap_genotype, called_genotype, alleleFreq.ref, alleleFreq.alt);
//System.out.printf("DBG %f %s\n", LOD_cutoff, alleleFreq.asTabularString());
if (call.getBestVrsNext().second.getScore() >= LOD_cutoff) {
if (call.getBestNext() >= LOD_cutoff) {
// TODO : should this all be commented out?
/*
System.out.printf("DBG %f %f %f %f\n",
hapmap_q,
@ -143,7 +145,7 @@ public class AlleleMetrics {
}*/
}
if (result.second.getScore() >= LOD_cutoff || -1 * result.second.getScore() >= LOD_cutoff) {
if (result >= LOD_cutoff || -1 * result >= LOD_cutoff) {
// Now calculate ref / var performance - did we correctly classify the site as
// reference or variant without regard to genotype; i.e. het/hom "miscalls" don't matter here

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@ -4,10 +4,13 @@ import net.sf.samtools.SAMRecord;
import org.broadinstitute.sting.gatk.refdata.RefMetaDataTracker;
import org.broadinstitute.sting.utils.*;
import org.broadinstitute.sting.utils.genotype.*;
import org.broadinstitute.sting.utils.genotype.confidence.BayesianConfidenceScore;
import static java.lang.Math.log10;
import static java.lang.Math.pow;
import java.util.HashMap;
import java.util.List;
import java.util.ArrayList;
public class GenotypeLikelihoods implements GenotypeGenerator {
// precalculate these for performance (pow/log10 is expensive!)
@ -410,7 +413,7 @@ public class GenotypeLikelihoods implements GenotypeGenerator {
* @return a GenotypeLocus, containing each of the genotypes and their associated likelihood and posterior prob values
*/
@Override
public GenotypeLocus callGenotypes(RefMetaDataTracker tracker, char ref, ReadBackedPileup pileup) {
public GenotypeCall callGenotypes(RefMetaDataTracker tracker, char ref, ReadBackedPileup pileup) {
//filterQ0Bases(!keepQ0Bases); // Set the filtering / keeping flag
@ -437,14 +440,15 @@ public class GenotypeLikelihoods implements GenotypeGenerator {
applySecondBaseDistributionPrior(pileup.getBases(), pileup.getSecondaryBasePileup());
// lets setup the locus
GenotypeLocus locus = new GenotypeLocusImpl(pileup.getLocation(), pileup.getReads().size(),Math.sqrt(squared/pileup.getReads().size()));
List<Genotype> lst = new ArrayList<Genotype>();
for (int x = 0; x < this.likelihoods.length; x++) {
try {
locus.addGenotype(new Genotype(this.genotypes[x],lklihoods[x],this.likelihoods[x]));
} catch (InvalidGenotypeException e) {
throw new StingException("Invalid Genotype value",e);
}
lst.add(new BasicGenotype(pileup.getLocation(),this.genotypes[x],new BayesianConfidenceScore(this.likelihoods[x])));
}
return locus;
return new SSGGenotypeCall(ref,2,pileup.getLocation(),lst,likelihoods,pileup);
}
//TODO: add this to the above code
boolean discovery = false;
public void setDiscovery(boolean isInDiscoveryMode) {
discovery = isInDiscoveryMode;
}
}

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@ -0,0 +1,158 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.GenomeLoc;
import org.broadinstitute.sting.utils.Utils;
import org.broadinstitute.sting.utils.genotype.confidence.ConfidenceScore;
/**
*
* @author aaron
*
* Class BasicGenotype
*
* A basic implementation of the genotype interface
*/
public class BasicGenotype implements Genotype {
// the bases that represent this genotype
private String mBases = "";
// the ploidy, assume 2 unless told otherwise
private int mPloidy = 2;
// the confidence score
protected ConfidenceScore mConfidenceScore;
// our location
private GenomeLoc mLoc;
/**
* construct a genotypeLikelihood, given the bases, the confidence score, and the ploidy
*
* @param loc the location of the genotype
* @param bases the bases that make up this genotype
* @param ploidy the ploidy of this genotype
* @param score the confidence score
*/
public BasicGenotype(GenomeLoc loc, String bases, int ploidy, ConfidenceScore score) {
this.mPloidy = ploidy;
if (bases.length() != ploidy) {
throw new IllegalArgumentException("The number of bases should match the ploidy");
}
this.mBases = bases;
this.mConfidenceScore = score;
this.mLoc = loc;
}
/**
* construct a genotypeLikelihood, given the bases and the confidence score, and assume the
* ploidy is 2.
*
* @param loc the location of the genotype
* @param bases the bases that make up this genotype
* @param score the confidence score
*/
public BasicGenotype(GenomeLoc loc, String bases, ConfidenceScore score) {
if (bases.length() != mPloidy) {
throw new IllegalArgumentException("The number of bases should match the ploidy");
}
this.mBases = bases;
this.mConfidenceScore = score;
this.mLoc = loc;
}
/**
* get the confidence score
* @return get the confidence score that we're based on
*/
public ConfidenceScore getConfidenceScore() {
return this.mConfidenceScore;
}
/**
* get the bases that represent this
*
* @return the bases, as a string
*/
public String getBases() {
return mBases;
}
/**
* get the ploidy
* @return the ploidy value
*/
public int getPloidy() {
return mPloidy;
}
/**
* Returns true if both observed alleles are the same (regardless of whether they are ref or alt)
*
* @return true if we're homozygous, false otherwise
*/
public boolean isHom() {
if (mBases.length() < 1) throw new UnsupportedOperationException("isHom requires at least one stored base");
char first = mBases.charAt(0);
for (char c : mBases.toCharArray()) {
if (c != first) return false;
}
return true;
}
/**
* Returns true if observed alleles differ (regardless of whether they are ref or alt)
*
* @return true if we're het, false otherwise
*/
public boolean isHet() {
if (mBases.length() < 1) throw new UnsupportedOperationException("isHom requires at least one stored base");
char first = mBases.charAt(0);
for (char c : mBases.toCharArray()) {
if (c != first) return true;
}
return false;
}
/**
* get the genotype's location
* @return a GenomeLoc representing the location
*/
public GenomeLoc getLocation() {
return mLoc;
}
/**
* returns true if the genotype is a point genotype, false if it's a indel / deletion
*
* @return true is a SNP
*/
@Override
public boolean isPointGenotype() {
return true;
}
/**
* given the reference, are we a variant? (non-ref)
*
* @param ref the reference base
*
* @return true if we're a variant
*/
@Override
public boolean isVariant(char ref) {
String ret = Utils.dupString(ref,this.getPloidy());
return !this.getBases().equals(ret);
}
/**
* return this genotype as a variant
*
* @return
*/
@Override
public Variant toVariant() {
return null;
}
}

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@ -1,113 +1,71 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.genotype.confidence.ConfidenceScore;
import org.broadinstitute.sting.utils.GenomeLoc;
/**
* @author aaron
* <p/>
* Class GenotypeLikelihood
* <p/>
* This class encompasses all the information that is associated with a genotype
* and it's likelihood, mainly:
* <p/>
* Likelihood value
* This class emcompasses all the basic information about a genotype
*/
public class Genotype {
private double mLikelihood = 0.0;
private double mPosteriorProb = 0.0;
private String mBases = "";
private int mPloidy = 2; // assume diploid
public interface Genotype {
/**
* construct a genotypeLikelihood, given the bases, the posterior, and the likelihood
*
* @param bases the bases that make up this genotype
* @param posterior the posterior probability of this genotype
* @param likelihood the likelihood of this genotype
* @param ploidy the ploidy of this genotype
* get the confidence score
* @return get the confidence score that we're based on
*/
public Genotype(String bases, double posterior, double likelihood, int ploidy) {
this.mPloidy = ploidy;
if (bases.length() != ploidy) {
throw new IllegalArgumentException("The number of bases should match the ploidy");
}
this.mLikelihood = likelihood;
this.mBases = bases;
this.mPosteriorProb = posterior;
}
/**
* construct a genotypeLikelihood, given the bases, the posterior, and the likelihood
*
* @param bases the bases that make up this genotype
* @param posterior the posterior probability of this genotype
* @param likelihood the likelihood of this genotype
*/
public Genotype(String bases, double posterior, double likelihood) {
if (bases.length() != mPloidy) {
throw new IllegalArgumentException("The number of bases should match the ploidy");
}
this.mLikelihood = likelihood;
this.mBases = bases;
this.mPosteriorProb = posterior;
}
/**
* get the likelihood value
*
* @return a double, representing the likelihood
*/
public double getLikelihood() {
return mLikelihood;
}
/**
* get the posterior value
*
* @return a double, representing the posterior
*/
public double getPosteriorProb() {
return mPosteriorProb;
}
public ConfidenceScore getConfidenceScore();
/**
* get the bases that represent this
*
* @return
* @return the bases, as a string
*/
public String getBases() {
return mBases;
}
public String getBases();
public int getPloidy() {
return mPloidy;
}
/**
* get the ploidy
* @return the ploidy value
*/
public int getPloidy();
/**
* Returns true if both observed alleles are the same (regardless of whether they are ref or alt)
*
* @return
* @return true if we're homozygous, false otherwise
*/
public boolean isHom() {
if (mBases.length() < 1) throw new UnsupportedOperationException("isHom requires at least one stored base");
char first = mBases.charAt(0);
for (char c: mBases.toCharArray()) {
if (c != first) return false;
}
return true;
}
public boolean isHom();
/**
* Returns true if observed alleles differ (regardless of whether they are ref or alt)
*
* @return true if we're het, false otherwise
*/
public boolean isHet();
/**
* get the genotype's location
* @return a GenomeLoc representing the location
*/
public GenomeLoc getLocation();
/**
* returns true if the genotype is a point genotype, false if it's a indel / deletion
* @return true is a SNP
*/
public boolean isPointGenotype();
/**
* given the reference, are we a variant? (non-ref)
* @param ref the reference base or bases
* @return true if we're a variant
*/
public boolean isVariant(char ref);
/**
* return this genotype as a variant
* @return
*/
public boolean isHet() {
if (mBases.length() < 1) throw new UnsupportedOperationException("isHom requires at least one stored base");
char first = mBases.charAt(0);
for (char c: mBases.toCharArray()) {
if (c != first) return true;
}
return false;
}
public Variant toVariant();
}

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@ -1,6 +1,9 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.Pair;
import org.broadinstitute.sting.utils.GenomeLoc;
import java.util.Comparator;
import java.util.List;
/**
* @author aaron
@ -10,14 +13,7 @@ import org.broadinstitute.sting.utils.Pair;
* Genotype call interface, for indicating that a genotype is
* also a genotype call.
*/
public interface GenotypeCall extends GenotypeLocus{
/**
* get the confidence
*
* @return a ConfidenceScore representing the LOD score that this genotype was called with
*/
public ConfidenceScore getConfidence();
public interface GenotypeCall extends Genotype {
/**
* gets the reference base
*
@ -26,27 +22,48 @@ public interface GenotypeCall extends GenotypeLocus{
public char getReferencebase();
/**
* get the best vrs the next best genotype LOD score
* @return the genotype, and a LOD for best - next
*/
public Pair<Genotype,ConfidenceScore> getBestVrsNext();
/**
* get the best vrs the reference allele.
* @return the genotype, and a LOD for best - ref. The best may be ref, unless you've checked
* with is variation
*/
public Pair<Genotype,ConfidenceScore> getBestVrsRef();
/**
* check to see if this call is a variant, i.e. not homozygous reference
* check to see if this called genotype is a variant, i.e. not homozygous reference
* @return true if it's not hom ref, false otherwise
*/
public boolean isVariation();
/**
* return genotype locus, with our data
* Location of this genotype on the reference (on the forward strand). If the allele is insertion/deletion, the first inserted/deleted base
* is located right <i>after</i> the specified location
*
* @return position on the genome wrapped in GenomeLoc object
*/
public GenotypeLocus toGenotypeLocus();
public GenomeLoc getLocation();
/**
* get the genotypes, sorted in asscending order by their ConfidenceScores (the best
* to the worst ConfidenceScores)
*
* @return a list of the genotypes, sorted by ConfidenceScores
*/
public List<Genotype> getGenotypes();
/**
* get the genotypes sorted lexigraphically
*
* @return a list of the genotypes sorted lexi
*/
public List<Genotype> getLexigraphicallySortedGenotypes();
}
class LexigraphicalComparator implements Comparator<Genotype> {
private final Double EPSILON = 1.0e-15;
@Override
public int compare(Genotype genotype, Genotype genotype1) {
return genotype.getBases().compareTo(genotype1.getBases());
}
}
class ConfidenceScoreSort implements Comparator<Genotype> {
@Override
public int compare(Genotype genotype, Genotype genotype1) {
return genotype.getConfidenceScore().compareTo(genotype1.getConfidenceScore());
}
}

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@ -1,225 +0,0 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.Pair;
import org.broadinstitute.sting.utils.StingException;
import org.broadinstitute.sting.utils.Utils;
import org.broadinstitute.sting.utils.GenomeLoc;
import java.util.List;
/**
* @author aaron
* <p/>
* Class GenotypeCallImpl
* <p/>
* A descriptions should go here. Blame aaron if it's missing.
*/
public class GenotypeCallImpl implements GenotypeCall {
// our stored genotype locus
private final GenotypeLocus mLocus;
private final char mRefBase;
private final ConfidenceScore mScore;
/**
* generate a GenotypeCall object with the specified locus info and reference base
*
* @param mLocus the locus
* @param mRefBase the reference base to use
*/
public GenotypeCallImpl(GenotypeLocus mLocus, char mRefBase, ConfidenceScore mScore) {
if (mLocus.getGenotypes().size() < 1) throw new StingException("Genotype Locus is empty");
this.mLocus = mLocus;
this.mRefBase = String.valueOf(mRefBase).toUpperCase().charAt(0);
this.mScore = mScore;
}
/**
* get the confidence
*
* @return a ConfidenceScore representing the LOD score that this genotype was called with
*/
@Override
public ConfidenceScore getConfidence() {
return mScore;
}
/**
* gets the reference base
*
* @return the reference base we represent
*/
@Override
public char getReferencebase() {
return mRefBase;
}
/**
* get the best vrs the next best genotype LOD score
*
* @return the genotype, and a LOD for best - next
*/
@Override
public Pair<Genotype, ConfidenceScore> getBestVrsNext() {
List<Genotype> genos = this.mLocus.getGenotypes();
if (mLocus.getGenotypes().size() < 2) throw new StingException("Genotype Locus does not contain two genotypes");
return new Pair<Genotype, ConfidenceScore>(genos.get(0),
new ConfidenceScore(Math.abs(genos.get(0).getLikelihood() - genos.get(1).getLikelihood()), ConfidenceScore.SCORE_METHOD.BEST_NEXT));
}
/**
* get the best vrs the reference allele.
*
* @return the genotype, and a LOD for best - ref. The best may be ref, unless you've checked
* with is variation
*/
@Override
public Pair<Genotype, ConfidenceScore> getBestVrsRef() {
List<Genotype> genos = this.mLocus.getGenotypes();
// find the reference allele
String ref = Utils.dupString(this.mRefBase, mLocus.getPloidy()).toUpperCase();
Genotype refGenotype = findRefGenotype(ref, genos);
if (mLocus.getGenotypes().size() < 2) throw new StingException("Genotype Locus does not contain two genotypes");
return new Pair<Genotype, ConfidenceScore>(genos.get(0),
new ConfidenceScore(Math.abs(genos.get(0).getLikelihood() - refGenotype.getLikelihood()), ConfidenceScore.SCORE_METHOD.BEST_NEXT));
}
/**
* get the reference genotype object
*
* @param ref the reference as a ploidy count homozygous string
* @param genos the genotype list
*
* @return a genotype for the
*/
private static Genotype findRefGenotype(String ref, List<Genotype> genos) {
Genotype refGenotype = null;
for (Genotype g : genos) {
if (g.getBases().equals(ref)) refGenotype = g;
}
if (refGenotype == null) {
for (Genotype g : genos) {
System.err.println(g.getBases());
}
throw new StingException("Unable to find the reference genotype + " + ref + " size of genotype list = " + genos.size());
}
return refGenotype;
}
/**
* check to see if this call is a variant, i.e. not homozygous reference
*
* @return true if it's not hom ref, false otherwise
*/
@Override
public boolean isVariation() {
List<Genotype> genos = this.mLocus.getGenotypes();
String ref = Utils.dupString(this.mRefBase, mLocus.getPloidy()).toUpperCase();
return !(genos.get(0).getBases().equals(ref));
}
/** return genotype locus, with our data */
@Override
public GenotypeLocus toGenotypeLocus() {
return mLocus;
}
/**
* Location of this genotype on the reference (on the forward strand). If the allele is insertion/deletion, the first inserted/deleted base
* is located right <i>after</i> the specified location
*
* @return position on the genome wrapped in GenomeLoc object
*/
@Override
public GenomeLoc getLocation() {
return mLocus.getLocation();
}
/**
* get the ploidy at this locus
*
* @return an integer representing the genotype ploidy at this location
*/
@Override
public int getPloidy() {
return mLocus.getPloidy();
}
/**
* get the genotypes, sorted in asscending order by their likelihoods (the best
* to the worst likelihoods)
*
* @return a list of the likelihoods
*/
@Override
public List<Genotype> getGenotypes() {
return mLocus.getGenotypes();
}
/**
* get the genotypes and their posteriors
*
* @return a list of the poseriors
*/
@Override
public List<Genotype> getPosteriors() {
return mLocus.getPosteriors();
}
/**
* get the genotypes sorted lexigraphically
*
* @return a list of the genotypes sorted lexi
*/
@Override
public List<Genotype> getLexigraphicallySortedGenotypes() {
return mLocus.getLexigraphicallySortedGenotypes();
}
/**
* get the read depth at this position
*
* @return the read depth, -1 if it is unknown
*/
@Override
public int getReadDepth() {
return mLocus.getReadDepth();
}
/**
* add a genotype to the collection
*
* @param genotype
*
* @throws InvalidGenotypeException
*/
@Override
public void addGenotype(Genotype genotype) throws InvalidGenotypeException {
mLocus.addGenotype(genotype);
}
/**
* get the root mean square (RMS) of the mapping qualities
*
* @return the RMS, or a value < 0 if it's not available
*/
@Override
public double getRMSMappingQuals() {
return mLocus.getRMSMappingQuals();
}
/**
* create a variant, given the reference, and a lod score
*
* @param refBase the reference base
* @param score the threshold to use to determine if it's a variant or not
*
* @return a variant object, or null if no genotypes meet the criteria
*/
@Override
public Variant toGenotypeCall(char refBase, ConfidenceScore score) {
return null; //To change body of implemented methods use File | Settings | File Templates.
}
}

View File

@ -22,5 +22,5 @@ public interface GenotypeGenerator {
* @param pileup a pileup of the reads, containing the reads and their offsets
* @return a GenotypeLocus, containing each of the genotypes and their associated likelihood and posterior prob values
*/
public GenotypeLocus callGenotypes(RefMetaDataTracker tracker, char ref, ReadBackedPileup pileup);
public GenotypeCall callGenotypes(RefMetaDataTracker tracker, char ref, ReadBackedPileup pileup);
}

View File

@ -1,132 +0,0 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.GenomeLoc;
import java.util.List;
import java.util.Comparator;
/**
* @author aaron
* <p/>
* Interface Genotype
* <p/>
* This interface represents the collection of genotypes at a specific locus
*/
public interface GenotypeLocus {
/**
* Location of this genotype on the reference (on the forward strand). If the allele is insertion/deletion, the first inserted/deleted base
* is located right <i>after</i> the specified location
*
* @return position on the genome wrapped in GenomeLoc object
*/
public GenomeLoc getLocation();
/**
* get the ploidy at this locus
*
* @return an integer representing the genotype ploidy at this location
*/
public int getPloidy();
/**
* get the genotypes, sorted in asscending order by their likelihoods (the best
* to the worst likelihoods)
*
* @return a list of the genotypes, sorted by likelihoods
*/
public List<Genotype> getGenotypes();
/**
* get the genotypes and their posteriors
*
* @return a list of the genotypes, sorted by poseriors
*/
public List<Genotype> getPosteriors();
/**
* get the genotypes sorted lexigraphically
*
* @return a list of the genotypes sorted lexi
*/
public List<Genotype> getLexigraphicallySortedGenotypes();
/**
* get the read depth at this position
*
* @return the read depth, -1 if it is unknown
*/
public int getReadDepth();
/**
* add a genotype to the collection
*
* @param genotype
*
* @throws InvalidGenotypeException
*/
public void addGenotype(Genotype genotype) throws InvalidGenotypeException;
/**
* get the root mean square (RMS) of the mapping qualities
*
* @return the RMS, or a value < 0 if it's not available
*/
public double getRMSMappingQuals();
/**
* create a variant, given the reference, and a lod score
*
* @param refBase the reference base
* @param score the threshold to use to determine if it's a variant or not
*
* @return a variant object, or null if no genotypes meet the criteria
*/
public Variant toGenotypeCall(char refBase, ConfidenceScore score);
}
/**
* the following are helper Comparator classes for the above sort orders, that may be useful
* for anyone implementing the GenotypeLocus interface
*/
class PosteriorComparator implements Comparator<Genotype> {
private final Double EPSILON = 1.0e-15;
@Override
public int compare(Genotype genotype, Genotype genotype1) {
double diff = genotype.getPosteriorProb() - genotype1.getPosteriorProb();
if (Math.abs(diff) < (EPSILON * Math.abs(genotype.getPosteriorProb())))
return 0;
else if (diff < 0)
return 1;
else
return -1; // TODO: BACKWARD NOW
}
}
class LexigraphicalComparator implements Comparator<Genotype> {
private final Double EPSILON = 1.0e-15;
@Override
public int compare(Genotype genotype, Genotype genotype1) {
return genotype.getBases().compareTo(genotype1.getBases());
}
}
class LikelihoodComparator implements Comparator<Genotype> {
private final Double EPSILON = 1.0e-15;
@Override
public int compare(Genotype genotype, Genotype genotype1) {
double diff = genotype.getLikelihood() - genotype1.getLikelihood();
if (Math.abs(diff) < (EPSILON * Math.abs(genotype.getLikelihood())))
return 0;
else if (diff < 0)
return 1; // TODO: BACKWARD NOW
else
return -1;
}
}

View File

@ -1,133 +0,0 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.GenomeLoc;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
/**
* @author aaron
* <p/>
* Class GenotypeBucket
* <p/>
* A descriptions should go here. Blame aaron if it's missing.
*/
public class GenotypeLocusImpl implements GenotypeLocus {
private final List<Genotype> mGenotypes = new ArrayList<Genotype>();
private GenomeLoc mLocation = null;
private int mReadDepth = -1;
private double mRMSMappingQual = -1;
public GenotypeLocusImpl(GenomeLoc location, int readDepth, double rmsMappingQual) {
this.mLocation = location;
mReadDepth = readDepth;
mRMSMappingQual = rmsMappingQual;
}
/**
* Location of this genotype on the reference (on the forward strand). If the allele is insertion/deletion, the first inserted/deleted base
* is located right <i>after</i> the specified location
*
* @return position on the genome wrapped in GenomeLoc object
*/
@Override
public GenomeLoc getLocation() {
return mLocation;
}
/**
* get the ploidy at this locus
*
* @return an integer representing the genotype ploidy at this location
*/
@Override
public int getPloidy() {
return 2;
}
/**
* get the genotypes, sorted in asscending order by their likelihoods (the best
* to the worst likelihoods)
*
* @return a list of the likelihoods
*/
@Override
public List<Genotype> getGenotypes() {
Collections.sort(this.mGenotypes, new LikelihoodComparator());
return this.mGenotypes;
}
/**
* get the genotypes and their posteriors
*
* @return a list of the poseriors
*/
@Override
public List<Genotype> getPosteriors() {
Collections.sort(this.mGenotypes, new PosteriorComparator());
return this.mGenotypes;
}
/**
* get the genotypes sorted lexigraphically
*
* @return a list of the genotypes sorted lexi
*/
@Override
public List<Genotype> getLexigraphicallySortedGenotypes() {
Collections.sort(this.mGenotypes, new LexigraphicalComparator());
return this.mGenotypes;
}
/**
* get the read depth at this position
*
* @return the read depth, -1 if it is unknown
*/
@Override
public int getReadDepth() {
return mReadDepth;
}
/**
* add a genotype to the collection
*
* @param genotype
*
* @throws InvalidGenotypeException
*/
@Override
public void addGenotype(Genotype genotype) throws InvalidGenotypeException {
this.mGenotypes.add(genotype);
}
/**
* get the root mean square (RMS) of the mapping qualities
*
* @return the RMS, or a value < 0 if it's not available
*/
@Override
public double getRMSMappingQuals() {
return mRMSMappingQual;
}
/**
* create a variant, given the reference, and a lod score
*
* @param refBase the reference base
* @param score the threshold to use to determine if it's a variant or not
*
* @return a variant object, or null if no genotypes meet the criteria
*/
@Override
public Variant toGenotypeCall(char refBase, ConfidenceScore score) {
return null; //To change body of implemented methods use File | Settings | File Templates.
}
}

View File

@ -0,0 +1,241 @@
package org.broadinstitute.sting.utils.genotype;
import org.broadinstitute.sting.utils.GenomeLoc;
import org.broadinstitute.sting.utils.ReadBackedPileup;
import org.broadinstitute.sting.utils.Utils;
import org.broadinstitute.sting.utils.genotype.confidence.ConfidenceScore;
import org.broadinstitute.sting.utils.genotype.confidence.BayesianConfidenceScore;
import java.util.*;
import net.sf.samtools.SAMRecord;
/**
* @author aaron
* <p/>
* Class GenotypeCallImpl
* <p/>
* The single sample genotypers implementation of the genotype call, plus
* some extra booty for the genotype writers of this world
*/
public class SSGGenotypeCall implements GenotypeCall {
// TODO: make SSG into a more robust Genotype call interface
// our stored genotype locus
private final char mRefBase;
private final int mPloidy;
private final GenomeLoc mLoc;
private TreeMap<Double, Genotype> mGenotypes = new TreeMap();
private double mLikelihoods[];
private double bestNext = 0;
private double bestRef = 0;
private int readDepth;
private double rmsMapping;
public SSGGenotypeCall(char mRefBase, int mPloidy, GenomeLoc mLoc, List<Genotype> genotypes, double likelihoods[], ReadBackedPileup pileup) {
this.mRefBase = mRefBase;
this.mPloidy = mPloidy;
this.mLoc = mLoc;
if (genotypes.size() < 1) throw new IllegalArgumentException("Genotypes list size must be greater than 0");
int index = 0;
String refStr = Utils.dupString(mRefBase, mPloidy).toUpperCase();
double ref = 0.0;
double best = Double.NEGATIVE_INFINITY; // plus one
double next = Double.NEGATIVE_INFINITY;
for (Genotype g : genotypes) {
if (g.getBases().toUpperCase().equals(refStr)) ref = likelihoods[index];
if (likelihoods[index] > best) {
next = best;
best = likelihoods[index];
} else if (likelihoods[index] > next) next = likelihoods[index];
index++;
}
bestNext = Math.abs(best - next);
bestRef = Math.abs(best - ref);
mLikelihoods = likelihoods;
index = 0;
for (Genotype g : genotypes) {
((BasicGenotype)g).mConfidenceScore = new BayesianConfidenceScore(Math.abs(likelihoods[index] - ref));
mGenotypes.put(likelihoods[index],g);
index++;
}
this.readDepth = pileup.getReads().size();
rmsMapping = Math.sqrt(calculateRMS(pileup) / readDepth);
}
private double calculateRMS(ReadBackedPileup pileup) {
double rms = 0.0;
for (SAMRecord r : pileup.getReads()) {
rms += r.getMappingQuality() * r.getMappingQuality();
}
return rms;
}
/**
* gets the reference base
*
* @return the reference base we represent
*/
@Override
public char getReferencebase() {
return mRefBase;
}
/**
* check to see if this called genotype is a variant, i.e. not homozygous reference
*
* @return true if it's not hom ref, false otherwise
*/
@Override
public boolean isVariation() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).isVariant(mRefBase);
}
/**
* get the confidence score
*
* @return get the confidence score that we're based on
*/
@Override
public ConfidenceScore getConfidenceScore() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).getConfidenceScore();
}
/**
* get the bases that represent this
*
* @return the bases, as a string
*/
@Override
public String getBases() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).getBases();
}
/**
* get the ploidy
*
* @return the ploidy value
*/
@Override
public int getPloidy() {
return this.mPloidy;
}
/**
* Returns true if both observed alleles are the same (regardless of whether they are ref or alt)
*
* @return true if we're homozygous, false otherwise
*/
@Override
public boolean isHom() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).isHom();
}
/**
* Returns true if observed alleles differ (regardless of whether they are ref or alt)
*
* @return true if we're het, false otherwise
*/
@Override
public boolean isHet() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).isHet();
}
/**
* Location of this genotype on the reference (on the forward strand). If the allele is insertion/deletion, the first inserted/deleted base
* is located right <i>after</i> the specified location
*
* @return position on the genome wrapped in GenomeLoc object
*/
@Override
public GenomeLoc getLocation() {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).getLocation();
}
/**
* returns true if the genotype is a point genotype, false if it's a indel / deletion
*
* @return true is a SNP
*/
@Override
public boolean isPointGenotype() {
return true;
}
/**
* given the reference, are we a variant? (non-ref)
*
* @param ref the reference base or bases
* @return true if we're a variant
*/
@Override
public boolean isVariant(char ref) {
return mGenotypes.get(mGenotypes.descendingKeySet().first()).isVariant(ref);
}
/**
* return this genotype as a variant
*
* @return
*/
@Override
public Variant toVariant() {
return null; //To change body of implemented methods use File | Settings | File Templates.
}
/**
* get the genotypes, sorted in asscending order by their ConfidenceScores (the best
* to the worst ConfidenceScores)
*
* @return a list of the genotypes, sorted by ConfidenceScores
*/
@Override
public List<Genotype> getGenotypes() {
List<Genotype> newList = new ArrayList<Genotype>();
newList.addAll(this.mGenotypes.values());
return newList;
}
/**
* get the genotypes sorted lexigraphically
*
* @return a list of the genotypes sorted lexi
*/
@Override
public List<Genotype> getLexigraphicallySortedGenotypes() {
List<Genotype> newList = new ArrayList<Genotype>();
newList.addAll(this.mGenotypes.values());
Collections.sort(newList, new LexigraphicalComparator());
return newList;
}
/**
* return the likelihoods as a double array, in lexographic order
*
* @return the likelihoods
*/
public double[] getLikelihoods() {
return this.mLikelihoods;
}
public int getReadDepth() {
return readDepth;
}
public double getRmsMapping() {
return rmsMapping;
}
public double getBestNext() {
return bestNext;
}
public double getBestRef() {
return bestRef;
}
}

View File

@ -0,0 +1,36 @@
package org.broadinstitute.sting.utils.genotype.confidence;
/**
*
* @author aaron
*
* Class LikelihoodConfidenceScore
*
* A descriptions should go here. Blame aaron if it's missing.
*/
public class BayesianConfidenceScore extends ConfidenceScore {
public BayesianConfidenceScore(double score) {
super(score);
}
/**
* return the confidence method we're employing, UNKNOWN is an option
*
* @return the method of confidence we represent
*/
@Override
public SCORE_METHOD getConfidenceType() {
return SCORE_METHOD.LOD_SCORE;
}
/**
* get the confidence score, normalized to the range of [0-1]
*
* @return a confidence score
*/
@Override
public double normalizedConfidenceScore() {
return Math.pow(10,this.getScore());
}
}

View File

@ -1,5 +1,4 @@
package org.broadinstitute.sting.utils.genotype;
package org.broadinstitute.sting.utils.genotype.confidence;
/**
* @author aaron
@ -8,32 +7,19 @@ package org.broadinstitute.sting.utils.genotype;
* <p/>
* this class represents the confidence in a genotype, and the method we used to obtain it
*/
public class ConfidenceScore implements Comparable<ConfidenceScore> {
public abstract class ConfidenceScore implements Comparable<ConfidenceScore> {
// the general error of a floating point value
private static final Double EPSILON = 1.0e-15;
public enum SCORE_METHOD {
BEST_NEXT, BEST_REF, OTHER;
LOD_SCORE, UNKNOWN;
}
private Double mScore;
private SCORE_METHOD mMethod;
public ConfidenceScore(double score, SCORE_METHOD method) {
public ConfidenceScore(double score) {
this.mScore = score;
this.mMethod = method;
}
/**
* generate a confidence score, given the two likelihoods, and the method used
*
* @param likelihoodOne the first likelihood
* @param likelihoodTwo the second likelihood
* @param method the method used to determine the likelihood
*/
public ConfidenceScore(double likelihoodOne, double likelihoodTwo, SCORE_METHOD method) {
this.mScore = likelihoodOne / likelihoodTwo;
this.mMethod = method;
}
/**
@ -43,7 +29,7 @@ public class ConfidenceScore implements Comparable<ConfidenceScore> {
*/
@Override
public int compareTo(ConfidenceScore o) {
if (o.mMethod != this.mMethod) {
if (o.getConfidenceType() != this.getConfidenceType()) {
throw new UnsupportedOperationException("Attemped to compare Confidence scores with different methods");
}
double diff = mScore - o.mScore;
@ -55,11 +41,23 @@ public class ConfidenceScore implements Comparable<ConfidenceScore> {
return 1;
}
/**
* get the score
* @return a double representing the genotype score
*/
public Double getScore() {
return mScore;
}
public SCORE_METHOD getMethod() {
return mMethod;
}
/**
* return the confidence method we're employing, UNKNOWN is an option
* @return the method of confidence we represent
*/
public abstract SCORE_METHOD getConfidenceType();
/**
* get the confidence score, normalized to the range of [0-1]
* @return a confidence score
*/
public abstract double normalizedConfidenceScore();
}

View File

@ -1,14 +1,13 @@
package org.broadinstitute.sting.utils.genotype.geli;
import org.broadinstitute.sting.utils.StingException;
import org.broadinstitute.sting.utils.genotype.Genotype;
import org.broadinstitute.sting.utils.genotype.GenotypeCall;
import org.broadinstitute.sting.utils.genotype.GenotypeWriter;
import org.broadinstitute.sting.utils.genotype.SSGGenotypeCall;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.PrintWriter;
import java.util.List;
/**
@ -42,37 +41,27 @@ public class GeliTextWriter implements GenotypeWriter {
* @param locus the locus to add
*/
public void addGenotypeCall(GenotypeCall locus) {
if (locus.getPosteriors().size() != 10) throw new IllegalArgumentException("Geli text only supports SNP calls, with a diploid organism (i.e. posterior array size of 10)");
// this is to perserve the format string that we used to use
double[] likelihoods = new double[10];
int index = 0;
List<Genotype> lt = locus.getLexigraphicallySortedGenotypes();
for (Genotype G: lt) {
likelihoods[index] = G.getLikelihood();
index++;
}
SSGGenotypeCall call = (SSGGenotypeCall)locus;
mWriter.println( String.format("%s %16d %c %8d %d %s %.6f %.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f %6.6f",
locus.getLocation().getContig(),
locus.getLocation().getStart(),
locus.getReferencebase(),
locus.getReadDepth(),
call.getReadDepth(),
-1,
locus.getGenotypes().get(0).getBases(),
locus.getBestVrsRef().second.getScore(),
locus.getBestVrsNext().second.getScore(),
likelihoods[0],
likelihoods[1],
likelihoods[2],
likelihoods[3],
likelihoods[4],
likelihoods[5],
likelihoods[6],
likelihoods[7],
likelihoods[8],
likelihoods[9]));
locus.getBases(),
call.getConfidenceScore().getScore(),
locus.getConfidenceScore().getScore(),
call.getLikelihoods()[0],
call.getLikelihoods()[1],
call.getLikelihoods()[2],
call.getLikelihoods()[3],
call.getLikelihoods()[4],
call.getLikelihoods()[5],
call.getLikelihoods()[6],
call.getLikelihoods()[7],
call.getLikelihoods()[8],
call.getLikelihoods()[9]));
}
/**

View File

@ -8,7 +8,6 @@ import org.broadinstitute.sting.utils.genotype.*;
import java.io.DataOutputStream;
import java.io.File;
import java.util.List;
/*
* Copyright (c) 2009 The Broad Institute
*
@ -106,18 +105,10 @@ public class GLFWriter implements GenotypeWriter {
*/
@Override
public void addGenotypeCall(GenotypeCall locus) {
//TODO: CODEWORD
// this is to perserve the format string that we used to use
double[] posteriors = new double[10];
int index = 0;
List<Genotype> lt = locus.getLexigraphicallySortedGenotypes();
for (Genotype G: lt) {
posteriors[index] = G.getLikelihood();
index++;
}
LikelihoodObject obj = new LikelihoodObject(posteriors, LikelihoodObject.LIKELIHOOD_TYPE.LOG);
this.addGenotypeCall(GenomeLocParser.getContigInfo(locus.getLocation().getContig()),(int)locus.getLocation().getStart(),(float)locus.getRMSMappingQuals(),locus.getReferencebase(),locus.getReadDepth(),obj);
SSGGenotypeCall call = (SSGGenotypeCall)locus;
LikelihoodObject obj = new LikelihoodObject(call.getLikelihoods(), LikelihoodObject.LIKELIHOOD_TYPE.LOG);
// TODO: fix me aaron
this.addGenotypeCall(GenomeLocParser.getContigInfo(locus.getLocation().getContig()),(int)locus.getLocation().getStart(),(float)0.0,locus.getReferencebase(),0,obj);
}
/**