gatk-3.8/scala/qscript/playground/FullCallingPipeline.q

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/*
* Copyright (c) 2011, The Broad Institute
*
* Permission is hereby granted, free of charge, to any person
* obtaining a copy of this software and associated documentation
* files (the "Software"), to deal in the Software without
* restriction, including without limitation the rights to use,
* copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the
* Software is furnished to do so, subject to the following
* conditions:
*
* The above copyright notice and this permission notice shall be
* included in all copies or substantial portions of the Software.
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
* EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
* OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
* NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
* HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
* WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
* OTHER DEALINGS IN THE SOFTWARE.
*/
import org.broadinstitute.sting.datasources.pipeline.Pipeline
import org.broadinstitute.sting.queue.extensions.gatk._
import org.broadinstitute.sting.queue.function.ListWriterFunction
import org.broadinstitute.sting.queue.library.ipf.intervals.ExpandIntervals
import org.broadinstitute.sting.queue.QScript
import collection.JavaConversions._
import org.broadinstitute.sting.utils.broad.PicardPipeline
class FullCallingPipeline extends QScript {
qscript =>
@Argument(doc="the YAML file specifying inputs, interval lists, reference sequence, etc.", shortName="Y")
var yamlFile: File = _
@Input(doc="level of parallelism for UnifiedGenotyper (both for SNPs and indels). By default is set to 20.", shortName="varScatter", required=false)
var variantCallerScatterCount = 20
@Argument(doc="memory limit for UnifiedGenotyper (both for SNPs and indels). By default is set to 4g.", shortName="varMemory", required=false)
var variantCallerMemory = 4
@Argument(doc="expand each target in input intervals by the specified number of bases (50 bases by default)", shortName="expand", required=false)
var expandIntervals = 50
private var pipeline: Pipeline = _
trait CommandLineGATKArgs extends CommandLineGATK {
this.reference_sequence = qscript.pipeline.getProject.getReferenceFile
this.intervals = List(qscript.pipeline.getProject.getIntervalList)
this.memoryLimit = 4
}
def script() {
pipeline = PicardPipeline.parse(qscript.yamlFile)
val projectBase: String = qscript.pipeline.getProject.getName
val base = projectBase + ".cleaned"
val bamType = "cleaned"
// Make the bam list
val writeBamList = new ListWriterFunction
writeBamList.analysisName = base + "_BamList"
writeBamList.jobOutputFile = ".queue/logs/Overall/WriteBamList.out"
writeBamList.inputFiles = qscript.pipeline.getSamples.filter(_.getBamFiles.contains(bamType)).map(_.getBamFiles.get(bamType)).toList
writeBamList.listFile = "Resources/" + base +".bamfiles.list"
add(writeBamList)
val ei = new ExpandIntervals(
qscript.pipeline.getProject.getIntervalList,
1,
qscript.expandIntervals,
"Resources/" + base + ".flanks.interval_list",
qscript.pipeline.getProject.getReferenceFile,
"INTERVALS",
"INTERVALS")
ei.jobOutputFile = ".queue/logs/Overall/ExpandIntervals.out"
if (qscript.expandIntervals > 0) {
add(ei)
}
trait ExpandedIntervals extends CommandLineGATK {
if (qscript.expandIntervals > 0) {
this.intervals :+= ei.outList
}
}
// Call indels
val indels = new UnifiedGenotyper with CommandLineGATKArgs with ExpandedIntervals
indels.analysisName = base + "_indels"
indels.jobOutputFile = ".queue/logs/IndelCalling/UnifiedGenotyper.indels.out"
indels.downsample_to_coverage = 600
indels.genotype_likelihoods_model = org.broadinstitute.sting.gatk.walkers.genotyper.GenotypeLikelihoodsCalculationModel.Model.INDEL
indels.GSA_PRODUCTION_ONLY = true /* use old indel genotyper */
indels.input_file = List(writeBamList.listFile)
indels.rodBind :+= RodBind("dbsnp", qscript.pipeline.getProject.getGenotypeDbsnpType, qscript.pipeline.getProject.getGenotypeDbsnp)
indels.out = "IndelCalls/" + base+".indels.vcf"
indels.scatterCount = qscript.variantCallerScatterCount
indels.memoryLimit = qscript.variantCallerMemory
add(indels)
// Filter indels
val filteredIndels = new VariantFiltration with CommandLineGATKArgs with ExpandedIntervals
filteredIndels.analysisName = base + "_filteredIndels"
filteredIndels.jobOutputFile = ".queue/logs/IndelCalling/VariantFiltration.indels.out"
filteredIndels.filterName ++= List("IndelQUALFilter","IndelSBFilter","IndelQDFilter")
filteredIndels.filterExpression ++= List("\"QUAL<30.0\"","\"SB>-1.0\"","\"QD<2.0\"")
filteredIndels.variantVCF = indels.out
filteredIndels.out = swapExt("IndelCalls", indels.out, ".vcf",".filtered.vcf")
add(filteredIndels)
// Call snps
val snps = new UnifiedGenotyper with CommandLineGATKArgs with ExpandedIntervals
snps.analysisName = base+"_snps"
snps.jobOutputFile = ".queue/logs/SNPCalling/UnifiedGenotyper.snps.out"
snps.downsample_to_coverage = 600
snps.genotype_likelihoods_model = org.broadinstitute.sting.gatk.walkers.genotyper.GenotypeLikelihoodsCalculationModel.Model.SNP
snps.input_file = List(writeBamList.listFile)
snps.rodBind :+= RodBind("dbsnp", qscript.pipeline.getProject.getGenotypeDbsnpType, qscript.pipeline.getProject.getGenotypeDbsnp)
snps.out = "SnpCalls/" + base+".snps.vcf"
snps.scatterCount = qscript.variantCallerScatterCount
snps.memoryLimit = qscript.variantCallerMemory
add(snps)
// Filter snps
val filteredSNPs = new VariantFiltration with CommandLineGATKArgs with ExpandedIntervals
filteredSNPs.analysisName = base+"_filteredSNPs"
filteredSNPs.jobOutputFile = ".queue/logs/SNPCalling/VariantFiltration.snps.out"
filteredSNPs.filterName ++= List("SNPSBFilter","SNPQDFilter","SNPHRunFilter")
filteredSNPs.filterExpression ++= List("\"SB>=0.10\"","\"QD<5.0\"","\"HRun>=4\"")
filteredSNPs.clusterWindowSize = 10
filteredSNPs.clusterSize = 3
filteredSNPs.rodBind :+= RodBind("mask", "VCF", filteredIndels.out)
filteredSNPs.variantVCF = snps.out
filteredSNPs.out = swapExt("SnpCalls",snps.out,".vcf",".filtered.vcf")
add(filteredSNPs)
// Combine indels and snps into one VCF
val combineAll = new CombineVariants with CommandLineGATKArgs with ExpandedIntervals
combineAll.analysisName = base + "_combineAll"
combineAll.jobOutputFile = ".queue/logs/Combined/CombineVariants.out"
combineAll.variantmergeoption = org.broadinstitute.sting.gatk.contexts.variantcontext.VariantContextUtils.VariantMergeType.UNION
combineAll.rod_priority_list = "Indels,SNPs"
combineAll.rodBind :+= RodBind("Indels", "VCF", filteredIndels.out)
combineAll.rodBind :+= RodBind("SNPs", "VCF", filteredSNPs.out)
combineAll.out = "CombinedCalls/" + base + ".snps_and_indels.filtered.vcf"
add(combineAll)
// Annotate variants
val annotated = new GenomicAnnotator with CommandLineGATKArgs with ExpandedIntervals
annotated.analysisName = base+"_annotated"
annotated.jobOutputFile = ".queue/logs/Combined/GenomicAnnotator.out"
annotated.rodToIntervalTrackName = "variant"
annotated.rodBind :+= RodBind("variant", "VCF", combineAll.out)
annotated.rodBind :+= RodBind("refseq", "AnnotatorInputTable", qscript.pipeline.getProject.getRefseqTable)
annotated.out = base + ".snps_and_indels.filtered.annotated.vcf"
add(annotated)
// Variant eval the standard region
val stdEval = new VariantEval with CommandLineGATKArgs
stdEval.analysisName = base+"_StandardVariantEval"
stdEval.jobOutputFile = ".queue/logs/Overall/VariantEval.std.out"
stdEval.doNotUseAllStandardStratifications = true
stdEval.doNotUseAllStandardModules = true
stdEval.evalModule = List("SimpleMetricsByAC", "TiTvVariantEvaluator", "CountVariants")
stdEval.stratificationModule = List("EvalRod", "CompRod", "Novelty", "Filter", "FunctionalClass", "Sample")
stdEval.rodBind :+= RodBind("dbsnp", qscript.pipeline.getProject.getEvalDbsnpType, qscript.pipeline.getProject.getEvalDbsnp)
stdEval.rodBind :+= RodBind("eval", "VCF", annotated.out)
stdEval.out = swapExt(annotated.out, ".vcf", ".eval")
add(stdEval)
if (qscript.expandIntervals > 0) {
// Variant eval the flanking region
val flanksEval = new VariantEval with CommandLineGATKArgs
flanksEval.analysisName = base+"_FlanksVariantEval"
flanksEval.jobOutputFile = ".queue/logs/Overall/VariantEval.flanks.out"
flanksEval.intervals = List(ei.outList)
flanksEval.doNotUseAllStandardStratifications = true
flanksEval.doNotUseAllStandardModules = true
flanksEval.evalModule = List("SimpleMetricsByAC", "TiTvVariantEvaluator", "CountVariants")
flanksEval.stratificationModule = List("EvalRod", "CompRod", "Novelty", "Filter", "FunctionalClass", "Sample")
flanksEval.rodBind :+= RodBind("dbsnp", qscript.pipeline.getProject.getEvalDbsnpType, qscript.pipeline.getProject.getEvalDbsnp)
flanksEval.rodBind :+= RodBind("eval", "VCF", annotated.out)
flanksEval.out = swapExt(annotated.out, ".vcf", ".flanks.eval")
add(flanksEval)
}
}
}