BamMetrics.scala 8.79 KB
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/**
 * Biopet is built on top of GATK Queue for building bioinformatic
 * pipelines. It is mainly intended to support LUMC SHARK cluster which is running
 * SGE. But other types of HPC that are supported by GATK Queue (such as PBS)
 * should also be able to execute Biopet tools and pipelines.
 *
 * Copyright 2014 Sequencing Analysis Support Core - Leiden University Medical Center
 *
 * Contact us at: sasc@lumc.nl
 *
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 * A dual licensing mode is applied. The source code within this project is freely available for non-commercial use under an AGPL
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 * license; For commercial users or users who do not want to follow the AGPL
 * license, please contact us to obtain a separate license.
 */
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package nl.lumc.sasc.biopet.pipelines.bammetrics

import java.io.File
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import nl.lumc.sasc.biopet.core.annotations.{ AnnotationRefFlat, RibosomalRefFlat }
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import nl.lumc.sasc.biopet.core.summary.SummaryQScript
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import nl.lumc.sasc.biopet.core.{ BiopetFifoPipe, PipelineCommand, Reference, SampleLibraryTag }
import nl.lumc.sasc.biopet.extensions.bedtools.{ BedtoolsCoverage, BedtoolsIntersect, BedtoolsSort }
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import nl.lumc.sasc.biopet.extensions.picard._
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import nl.lumc.sasc.biopet.extensions.samtools.SamtoolsFlagstat
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import nl.lumc.sasc.biopet.extensions.tools.{ BamStats, BiopetFlagstat }
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import nl.lumc.sasc.biopet.pipelines.bammetrics.scripts.CoverageStats
import nl.lumc.sasc.biopet.utils.config.Configurable
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import nl.lumc.sasc.biopet.utils.intervals.BedCheck
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import org.broadinstitute.gatk.queue.QScript
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class BamMetrics(val root: Configurable) extends QScript
  with SummaryQScript
  with SampleLibraryTag
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  with Reference
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  with TargetRegions
  with AnnotationRefFlat
  with RibosomalRefFlat {
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  def this() = this(null)

  @Input(doc = "Bam File", shortName = "BAM", required = true)
  var inputBam: File = _

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  override def defaults = Map("bedtoolscoverage" -> Map("sorted" -> true))

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  /** return location of summary file */
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  def summaryFile = (sampleId, libId) match {
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    case (Some(s), Some(l)) => new File(outputDir, s + "-" + l + ".BamMetrics.summary.json")
    case (Some(s), _)       => new File(outputDir, s + ".BamMetrics.summary.json")
    case _                  => new File(outputDir, "BamMetrics.summary.json")
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  }

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  /** returns files to store in summary */
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  def summaryFiles = Map("reference" -> referenceFasta(),
    "input_bam" -> inputBam) ++
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    ampliconBedFile.map("amplicon" -> _).toMap ++
    ampliconBedFile.map(x => "roi_" + x.getName.stripSuffix(".bed") -> x).toMap
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  /** return settings */
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  def summarySettings = Map("amplicon_name" -> ampliconBedFile.collect { case x => x.getName.stripSuffix(".bed") },
    "roi_name" -> roiBedFiles.map(_.getName.stripSuffix(".bed")))
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  override def reportClass = {
    val bammetricsReport = new BammetricsReport(this)
    bammetricsReport.outputDir = new File(outputDir, "report")
    bammetricsReport.summaryFile = summaryFile
    bammetricsReport.args = if (libId.isDefined) Map(
      "sampleId" -> sampleId.getOrElse("."),
      "libId" -> libId.getOrElse("."))
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    else Map("sampleId" -> sampleId.getOrElse("."))
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    Some(bammetricsReport)
  }

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  /** executed before script */
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  def init(): Unit = {
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    inputFiles :+= new InputFile(inputBam)
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    ampliconBedFile.foreach(BedCheck.checkBedFileToReference(_, referenceFasta(), biopetError = true))
    roiBedFiles.foreach(BedCheck.checkBedFileToReference(_, referenceFasta(), biopetError = true))
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  }

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  /** Script to add jobs */
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  def biopetScript() {
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    add(SamtoolsFlagstat(this, inputBam, outputDir))
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    val bamStats = new BamStats(this)
    bamStats.bamFile = inputBam
    bamStats.outputDir = new File(outputDir, "bamstats")
    add(bamStats)
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    addSummarizable(bamStats, "bamstats")
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    val multiMetrics = new CollectMultipleMetrics(this)
    multiMetrics.input = inputBam
    multiMetrics.outputName = new File(outputDir, inputBam.getName.stripSuffix(".bam"))
    add(multiMetrics)
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    addSummarizable(multiMetrics, "multi_metrics")
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    val gcBiasMetrics = CollectGcBiasMetrics(this, inputBam, outputDir)
    add(gcBiasMetrics)
    addSummarizable(gcBiasMetrics, "gc_bias")
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    if (config("wgs_metrics", default = true)) {
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      val wgsMetrics = new CollectWgsMetrics(this)
      wgsMetrics.input = inputBam
      wgsMetrics.output = swapExt(outputDir, inputBam, ".bam", ".wgs.metrics")
      add(wgsMetrics)
      addSummarizable(wgsMetrics, "wgs")
    }
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    if (config("rna_metrics", default = false)) {
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      val rnaMetrics = new CollectRnaSeqMetrics(this)
      rnaMetrics.input = inputBam
      rnaMetrics.output = swapExt(outputDir, inputBam, ".bam", ".rna.metrics")
      rnaMetrics.chartOutput = Some(swapExt(outputDir, inputBam, ".bam", ".rna.metrics.pdf"))
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      rnaMetrics.refFlat = annotationRefFlat()
      rnaMetrics.ribosomalIntervals = ribosomalRefFlat()
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      add(rnaMetrics)
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      addSummarizable(rnaMetrics, "rna")
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    }

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    case class Intervals(bed: File, intervals: File)

    // Create temp jobs to convert bed files to intervals lists
    val roiIntervals = roiBedFiles.map(roiBedFile => {
      val roiIntervals = swapExt(outputDir, roiBedFile, ".bed", ".intervals")
      val ampBedToInterval = BedToIntervalList(this, roiBedFile, roiIntervals)
      ampBedToInterval.isIntermediate = true
      add(ampBedToInterval)
      Intervals(roiBedFile, roiIntervals)
    })

    // Metrics that require a amplicon bed file
    val ampIntervals = ampliconBedFile.collect {
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      case bedFile =>
        val ampIntervals = swapExt(outputDir, bedFile, ".bed", ".intervals")
        val ampBedToInterval = BedToIntervalList(this, bedFile, ampIntervals)
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        ampBedToInterval.isIntermediate = true
        add(ampBedToInterval)

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        val chsMetrics = CollectHsMetrics(this, inputBam,
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          List(ampIntervals), ampIntervals :: roiIntervals.map(_.intervals), outputDir)
        add(chsMetrics)
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        addSummarizable(chsMetrics, "hs_metrics")
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        val pcrMetrics = CollectTargetedPcrMetrics(this, inputBam,
          ampIntervals, ampIntervals :: roiIntervals.map(_.intervals), outputDir)
        add(pcrMetrics)
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        addSummarizable(pcrMetrics, "targeted_pcr_metrics")
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        Intervals(bedFile, ampIntervals)
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    }

    // Create stats and coverage plot for each bed/interval file
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    val allIntervalNames = (roiIntervals ++ ampIntervals).map(_.bed.getName)
    if (allIntervalNames.size != allIntervalNames.toSet.size) {
      logger.warn("There are multiple region files with the same name. Metric values might get overwritten")
    }
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    for (intervals <- roiIntervals ++ ampIntervals) {
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      val targetName = intervals.bed.getName.stripSuffix(".bed")
      val targetDir = new File(outputDir, targetName)
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      val biStrict = BedtoolsIntersect(this, inputBam, intervals.bed,
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        output = new File(targetDir, inputBam.getName.stripSuffix(".bam") + ".overlap.strict.sam"),
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        minOverlap = config("strict_intersect_overlap", default = 1.0))
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      val biopetFlagstatStrict = BiopetFlagstat(this, biStrict.output, targetDir)
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      addSummarizable(biopetFlagstatStrict, targetName + "_flagstats_strict")
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      add(new BiopetFifoPipe(this, List(biStrict, biopetFlagstatStrict)))
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      val biLoose = BedtoolsIntersect(this, inputBam, intervals.bed,
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        output = new File(targetDir, inputBam.getName.stripSuffix(".bam") + ".overlap.loose.sam"),
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        minOverlap = config("loose_intersect_overlap", default = 0.01))
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      val biopetFlagstatLoose = BiopetFlagstat(this, biLoose.output, targetDir)
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      addSummarizable(biopetFlagstatLoose, targetName + "_flagstats_loose")
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      add(new BiopetFifoPipe(this, List(biLoose, biopetFlagstatLoose)))
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      val sortedBed = BamMetrics.sortedbedCache.getOrElse(intervals.bed, {
        val sorter = new BedtoolsSort(this)
        sorter.input = intervals.bed
        sorter.output = swapExt(targetDir, intervals.bed, ".bed", ".sorted.bed")
        add(sorter)
        BamMetrics.sortedbedCache += intervals.bed -> sorter.output
        sorter.output
      })
      val bedCov = BedtoolsCoverage(this, sortedBed, inputBam, depth = true)
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      val covStats = CoverageStats(this, targetDir, inputBam.getName.stripSuffix(".bam") + ".coverage")
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      covStats.title = Some("Coverage Plot")
      covStats.subTitle = Some(s"for file '$targetName.bed'")
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      add(bedCov | covStats)
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      addSummarizable(covStats, targetName + "_cov_stats")
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    }
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    addSummaryJobs()
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  }
}

object BamMetrics extends PipelineCommand {
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  /** Make default implementation of BamMetrics and runs script already */
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  def apply(root: Configurable,
            bamFile: File, outputDir: File,
            sampleId: Option[String] = None,
            libId: Option[String] = None): BamMetrics = {
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    val bamMetrics = new BamMetrics(root)
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    bamMetrics.sampleId = sampleId
    bamMetrics.libId = libId
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    bamMetrics.inputBam = bamFile
    bamMetrics.outputDir = outputDir

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    bamMetrics.init()
    bamMetrics.biopetScript()
    bamMetrics
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  }
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  private var sortedbedCache: Map[File, File] = Map()
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}