gatk-3.8/scala/qscript/oneoffs/carneiro/dataProcessing.scala

222 lines
10 KiB
Scala
Executable File

import org.broadinstitute.sting.queue.extensions.gatk._
import org.broadinstitute.sting.queue.extensions.picard.PicardBamJarFunction
import org.broadinstitute.sting.queue.QScript
import org.broadinstitute.sting.queue.function.ListWriterFunction
import scala.io.Source
class dataProcessing extends QScript {
qscript =>
@Input(doc="path to GenomeAnalysisTK.jar", shortName="gatk", required=true)
var GATKjar: File = _
@Input(doc="path to AnalyzeCovariates.jar", shortName="ac", required=true)
var ACJar: File = _
@Input(doc="path to Picard's MarkDuplicates.jar", shortName="dedup", required=true)
var dedupJar: File = _
@Input(doc="path to R resources folder inside the Sting repository", shortName="r", required=true)
var R: String = _
@Input(doc="input BAM file - or list of BAM files", shortName="i", required=true)
var input: String = _
@Input(doc="Reference fasta file", shortName="R", required=false)
var reference: File = new File("/seq/references/Homo_sapiens_assembly19/v1/Homo_sapiens_assembly19.fasta")
@Input(doc="dbsnp ROD to use (VCF)", shortName="D", required=false) // todo -- accept any format. Not only VCF.
val dbSNP: File = new File("/humgen/gsa-hpprojects/GATK/data/dbsnp_132_b37.leftAligned.vcf")
@Input(doc="extra VCF files to use as reference indels for Indel Realignment", shortName="indels", required=false) //todo -- once vcfs are merged, this will become the only indel vcf to be used and the merged file will be the default.
val indels: File = null
@Input(doc="the project name determines the final output (BAM file) base name. Example NA12878 yields NA12878.processed.bam", shortName="p", required=false)
var projectName: String = "combined"
@Input(doc="output path", shortName="outputDir", required=false)
var outputDir: String = ""
@Input(doc="the -L interval string to be used by GATK - output bams at interval only", shortName="L", required=false)
var intervalString: String = ""
@Input(doc="output bams at intervals only", shortName="intervals", required=false)
var intervals: File = _
// todo -- let's create a pre-merged single VCF and put it into /humgen/gsa-hpprojects/GATK/data please
val dindelPilotCalls: String = "/humgen/gsa-hpprojects/GATK/data/Comparisons/Unvalidated/1kg.pilot_release.merged.indels.sites.hg19.vcf"
val dindelAFRCalls: String = "/humgen/1kg/DCC/ftp/technical/working/20110126_dindel_august/AFR.dindel_august_release_merged_pilot1.20110126.sites.vcf.gz"
val dindelASNCalls: String = "/humgen/1kg/DCC/ftp/technical/working/20110126_dindel_august/ASN.dindel_august_release_merged_pilot1.20110126.sites.vcf.gz"
val dindelEURCalls: String = "/humgen/1kg/DCC/ftp/technical/working/20110126_dindel_august/EUR.dindel_august_release_merged_pilot1.20110126.sites.vcf.gz"
// Simple boolean definitions for code clarity
val knownsOnly: Boolean = true
val intermediate: Boolean = true
// General arguments to all programs
trait CommandLineGATKArgs extends CommandLineGATK {
this.jarFile = qscript.GATKjar
this.reference_sequence = qscript.reference
this.memoryLimit = Some(4)
this.isIntermediate = true
}
def script = {
var perLaneBamList: List[String] = Nil
var recalibratedBamList: List[File] = Nil
// Helpful variables
val outName: String = qscript.projectName
val outDir: String = qscript.outputDir
// BAM files generated by the pipeline
val bamList: String = outDir + outName + ".list"
val cleanedBam: String = outDir + outName + ".clean.bam"
val fixedBam: String = outDir + outName + ".processed.bam"
// Accessory files
val knownTargetIntervals: String = outDir + outName + ".known_indels.intervals"
val allTargetIntervals: String = outDir + outName + ".all_indels.intervals"
add(new knownTargets(knownTargetIntervals))
// Populates the list of per lane bam files to process (single bam or list of bams).
if (input.endsWith("bam"))
perLaneBamList :+= input
else
for (bam <- Source.fromFile(input).getLines())
perLaneBamList :+= bam
perLaneBamList.foreach { perLaneBam =>
// Helpful variables
val baseName: String = swapExt(new File(perLaneBam.substring(perLaneBam.lastIndexOf("/")+1)), ".bam", "").toString()
val baseDir: String = perLaneBam.substring(0, perLaneBam.lastIndexOf("/")+1)
// BAM files generated by the pipeline
val cleanedBam: String = baseName + ".clean.bam"
val dedupedBam: String = baseName + ".clean.dedup.bam"
val recalBam: String = baseName + ".clean.dedup.recal.bam"
// Accessory files
val metricsFile: String = baseName + ".metrics"
val preRecalFile: String = baseName + ".pre_recal.csv"
val postRecalFile: String = baseName + ".post_recal.csv"
val preOutPath: String = baseName + ".pre"
val postOutPath: String = baseName + ".post"
add(new clean(perLaneBam, knownTargetIntervals, cleanedBam, knownsOnly, intermediate),
new dedup(cleanedBam, dedupedBam, metricsFile),
new cov(dedupedBam, preRecalFile),
new recal(dedupedBam, preRecalFile, recalBam),
new cov(recalBam, postRecalFile),
new analyzeCovariates(preRecalFile, preOutPath),
new analyzeCovariates(postRecalFile, postOutPath))
recalibratedBamList :+= new File(recalBam)
}
add(new writeList(recalibratedBamList, bamList),
new allTargets(bamList, allTargetIntervals),
new clean(bamList, allTargetIntervals, cleanedBam, !knownsOnly, !intermediate))
}
class knownTargets (outIntervals: String) extends RealignerTargetCreator with CommandLineGATKArgs {
this.out = new File(outIntervals)
this.mismatchFraction = Some(0.0)
this.rodBind :+= RodBind("dbsnp", "VCF", dbSNP)
this.rodBind :+= RodBind("indels1", "VCF", dindelPilotCalls)
this.rodBind :+= RodBind("indels2", "VCF", dindelAFRCalls)
this.rodBind :+= RodBind("indels3", "VCF", dindelEURCalls)
this.rodBind :+= RodBind("indels4", "VCF", dindelASNCalls)
this.jobName = outIntervals + ".ktarget"
}
class allTargets (inBams: String, outIntervals: String) extends knownTargets(outIntervals) {
this.input_file :+= new File(inBams)
this.out = new File(outIntervals)
this.mismatchFraction = Some(0.0)
this.rodBind :+= RodBind("dbsnp", "VCF", dbSNP)
this.rodBind :+= RodBind("indels1", "VCF", dindelPilotCalls)
this.rodBind :+= RodBind("indels2", "VCF", dindelAFRCalls)
this.rodBind :+= RodBind("indels3", "VCF", dindelEURCalls)
this.rodBind :+= RodBind("indels4", "VCF", dindelASNCalls)
if (qscript.indels != null) this.rodBind :+= RodBind("indels5", "VCF", qscript.indels)
this.jobName = outIntervals + ".atarget"
}
class clean (inBams: String, tIntervals: String, outBam: String, knownsOnly: Boolean, intermediate: Boolean) extends IndelRealigner with CommandLineGATKArgs {
this.input_file :+= new File(inBams)
this.targetIntervals = new File(tIntervals)
this.out = new File(outBam)
this.rodBind :+= RodBind("dbsnp", "VCF", dbSNP)
this.rodBind :+= RodBind("indels1", "VCF", dindelPilotCalls)
this.rodBind :+= RodBind("indels2", "VCF", dindelAFRCalls)
this.rodBind :+= RodBind("indels3", "VCF", dindelEURCalls)
this.rodBind :+= RodBind("indels4", "VCF", dindelASNCalls)
if (qscript.indels != null) this.rodBind :+= RodBind("indels5", "VCF", qscript.indels)
this.useOnlyKnownIndels = knownsOnly
this.sortInCoordinateOrderEvenThoughItIsHighlyUnsafe = true
this.constrainMovement = true
this.doNotUseSW = true
this.baq = Some(org.broadinstitute.sting.utils.baq.BAQ.CalculationMode.CALCULATE_AS_NECESSARY)
this.compress = Some(0)
this.isIntermediate = intermediate
this.jobName = outBam + ".clean"
if (!intermediate && !qscript.intervalString.isEmpty()) this.intervalsString ++= List(qscript.intervalString)
if (!intermediate && qscript.intervals != null) this.intervals :+= qscript.intervals
}
class dedup (inBam: String, outBam: String, metricsFile: String) extends PicardBamJarFunction {
@Input(doc="fixed bam") var clean: File = new File(inBam)
@Output(doc="deduped bam") var deduped: File = new File(outBam)
@Output(doc="deduped bam index") var dedupedIndex: File = new File(outBam + ".bai")
@Output(doc="metrics file") var metrics: File = new File(metricsFile)
override def inputBams = List(clean)
override def outputBam = deduped
override def commandLine = super.commandLine + " M=" + metricsFile + " CREATE_INDEX=true"
sortOrder = null
this.memoryLimit = Some(6)
this.jarFile = qscript.dedupJar
this.isIntermediate = true
this.jobName = outBam + ".dedup"
}
class cov (inBam: String, outRecalFile: String) extends CountCovariates with CommandLineGATKArgs {
this.rodBind :+= RodBind("dbsnp", "VCF", dbSNP)
this.covariate ++= List("ReadGroupCovariate", "QualityScoreCovariate", "CycleCovariate", "DinucCovariate")
this.input_file :+= new File(inBam)
this.recal_file = new File(outRecalFile)
this.jobName = outRecalFile + ".covariates"
}
class recal (inBam: String, inRecalFile: String, outBam: String) extends TableRecalibration with CommandLineGATKArgs {
@Output(doc="recalibrated bam index") var recalIndex: File = new File(outBam + ".bai")
this.input_file :+= new File (inBam)
this.recal_file = new File(inRecalFile)
this.out = new File(outBam)
this.index_output_bam_on_the_fly = Some(true)
this.jobName = outBam + ".recalibration"
}
class analyzeCovariates (inRecalFile: String, outPath: String) extends AnalyzeCovariates {
this.jarFile = qscript.ACJar
this.resources = qscript.R
this.recal_file = new File(inRecalFile)
this.output_dir = outPath
this.jobName = inRecalFile + ".analyze_covariates"
}
class writeList(inBams: List[File], outBamList: String) extends ListWriterFunction {
this.inputFiles = inBams
this.listFile = new File(outBamList)
this.jobName = outBamList + ".bamList"
}
}