VcfFilter.scala 16.2 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
 *
 * A dual licensing mode is applied. The source code within this project that are
 * not part of GATK Queue is freely available for non-commercial use under an AGPL
 * 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.tools
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import java.io.File
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import htsjdk.variant.variantcontext.VariantContext
import htsjdk.variant.variantcontext.writer.{ AsyncVariantContextWriter, VariantContextWriterBuilder }
import htsjdk.variant.vcf.VCFFileReader
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import nl.lumc.sasc.biopet.core.config.Configurable
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import nl.lumc.sasc.biopet.core.{ ToolCommand, ToolCommandFuntion }
import org.broadinstitute.gatk.utils.commandline.{ Input, Output }

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import scala.collection.JavaConversions._
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import scala.io.Source
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class VcfFilter(val root: Configurable) extends ToolCommandFuntion {
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  javaMainClass = getClass.getName

  @Input(doc = "Input vcf", shortName = "I", required = true)
  var inputVcf: File = _
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  @Output(doc = "Output vcf", shortName = "o", required = false)
  var outputVcf: File = _
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  var minSampleDepth: Option[Int] = config("min_sample_depth")
  var minTotalDepth: Option[Int] = config("min_total_depth")
  var minAlternateDepth: Option[Int] = config("min_alternate_depth")
  var minSamplesPass: Option[Int] = config("min_samples_pass")
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  var filterRefCalls: Boolean = config("filter_ref_calls", default = false)
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  override val defaultCoreMemory = 1.0
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  override def commandLine = super.commandLine +
    required("-I", inputVcf) +
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    required("-o", outputVcf) +
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    optional("--minSampleDepth", minSampleDepth) +
    optional("--minTotalDepth", minTotalDepth) +
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    optional("--minAlternateDepth", minAlternateDepth) +
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    optional("--minSamplesPass", minSamplesPass) +
    conditional(filterRefCalls, "--filterRefCalls")
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}

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object VcfFilter extends ToolCommand {
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  /** Container class for a trio */
  protected case class Trio(child: String, father: String, mother: String) {
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    def this(arg: String) = {
      this(arg.split(":")(0), arg.split(":")(1), arg.split(":")(2))
    }
  }

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  case class Args(inputVcf: File = null,
                  outputVcf: File = null,
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                  invertedOutputVcf: Option[File] = None,
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                  minQualScore: Option[Double] = None,
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                  minSampleDepth: Int = -1,
                  minTotalDepth: Int = -1,
                  minAlternateDepth: Int = -1,
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                  minSamplesPass: Int = 1,
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                  mustHaveVariant: List[String] = Nil,
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                  calledIn: List[String] = Nil,
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                  deNovoInSample: String = null,
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                  resToDom: List[Trio] = Nil,
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                  trioCompound: List[Trio] = Nil,
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                  deNovoTrio: List[Trio] = Nil,
                  trioLossOfHet: List[Trio] = Nil,
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                  diffGenotype: List[(String, String)] = Nil,
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                  filterHetVarToHomVar: List[(String, String)] = Nil,
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                  filterRefCalls: Boolean = false,
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                  filterNoCalls: Boolean = false,
                  iDset: Set[String] = Set()) extends AbstractArgs
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  class OptParser extends AbstractOptParser {
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    opt[File]('I', "inputVcf") required () maxOccurs 1 valueName "<file>" action { (x, c) =>
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      c.copy(inputVcf = x)
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    } text "Input vcf file"
    opt[File]('o', "outputVcf") required () maxOccurs 1 valueName "<file>" action { (x, c) =>
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      c.copy(outputVcf = x)
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    } text "Output vcf file"
    opt[File]("invertedOutputVcf") maxOccurs 1 valueName "<file>" action { (x, c) =>
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      c.copy(invertedOutputVcf = Some(x))
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    } text "inverted output vcf file"
    opt[Int]("minSampleDepth") unbounded () valueName "<int>" action { (x, c) =>
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      c.copy(minSampleDepth = x)
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    } text "Min value for DP in genotype fields"
    opt[Int]("minTotalDepth") unbounded () valueName "<int>" action { (x, c) =>
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      c.copy(minTotalDepth = x)
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    } text "Min value of DP field in INFO fields"
    opt[Int]("minAlternateDepth") unbounded () valueName "<int>" action { (x, c) =>
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      c.copy(minAlternateDepth = x)
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    } text "Min value of AD field in genotype fields"
    opt[Int]("minSamplesPass") unbounded () valueName "<int>" action { (x, c) =>
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      c.copy(minSamplesPass = x)
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    } text "Min number off samples to pass --minAlternateDepth, --minBamAlternateDepth and --minSampleDepth"
    opt[String]("resToDom") unbounded () valueName "<child:father:mother>" action { (x, c) =>
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      c.copy(resToDom = new Trio(x) :: c.resToDom)
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    } text "Only shows variants where child is homozygous and both parants hetrozygous"
    opt[String]("trioCompound") unbounded () valueName "<child:father:mother>" action { (x, c) =>
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      c.copy(trioCompound = new Trio(x) :: c.trioCompound)
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    } text "Only shows variants where child is a compound variant combined from both parants"
    opt[String]("deNovoInSample") maxOccurs 1 unbounded () valueName "<sample>" action { (x, c) =>
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      c.copy(deNovoInSample = x)
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    } text "Only show variants that contain unique alleles in complete set for given sample"
    opt[String]("deNovoTrio") unbounded () valueName "<child:father:mother>" action { (x, c) =>
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      c.copy(deNovoTrio = new Trio(x) :: c.deNovoTrio)
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    } text "Only show variants that are denovo in the trio"
    opt[String]("trioLossOfHet") unbounded () valueName "<child:father:mother>" action { (x, c) =>
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      c.copy(trioLossOfHet = new Trio(x) :: c.trioLossOfHet)
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    } text "Only show variants where a loss of hetrozygosity is detected"
    opt[String]("mustHaveVariant") unbounded () valueName "<sample>" action { (x, c) =>
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      c.copy(mustHaveVariant = x :: c.mustHaveVariant)
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    } text "Given sample must have 1 alternative allele"
    opt[String]("calledIn") unbounded () valueName "<sample>" action { (x, c) =>
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      c.copy(calledIn = x :: c.calledIn)
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    } text "Must be called in this sample"
    opt[String]("diffGenotype") unbounded () valueName "<sample:sample>" action { (x, c) =>
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      c.copy(diffGenotype = (x.split(":")(0), x.split(":")(1)) :: c.diffGenotype)
    } validate { x => if (x.split(":").length == 2) success else failure("--notSameGenotype should be in this format: sample:sample")
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    } text "Given samples must have a different genotype"
    opt[String]("filterHetVarToHomVar") unbounded () valueName "<sample:sample>" action { (x, c) =>
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      c.copy(filterHetVarToHomVar = (x.split(":")(0), x.split(":")(1)) :: c.filterHetVarToHomVar)
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    } validate { x => if (x.split(":").length == 2) success else failure("--filterHetVarToHomVar should be in this format: sample:sample")
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    } text "If variants in sample 1 are heterogeneous and alternative alleles are homogeneous in sample 2 variants are filtered"
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    opt[Unit]("filterRefCalls") unbounded () action { (x, c) =>
      c.copy(filterRefCalls = true)
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    } text "Filter when there are only ref calls"
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    opt[Unit]("filterNoCalls") unbounded () action { (x, c) =>
      c.copy(filterNoCalls = true)
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    } text "Filter when there are only no calls"
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    opt[Double]("minQualScore") unbounded () action { (x, c) =>
      c.copy(minQualScore = Some(x))
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    } text "Min qual score"
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    opt[String]("id") unbounded () action { (x, c) =>
      c.copy(iDset = c.iDset + x)
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    } text "Id that may pass the filter"
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    opt[File]("idFile") unbounded () action { (x, c) =>
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      c.copy(iDset = c.iDset ++ Source.fromFile(x).getLines())
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    } text "File that contain list of IDs to get from vcf file"
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  }
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  /** @param args the command line arguments */
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  def main(args: Array[String]): Unit = {
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    logger.info("Start")
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    val argsParser = new OptParser
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    val cmdArgs = argsParser.parse(args, Args()) getOrElse sys.exit(1)
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    val reader = new VCFFileReader(cmdArgs.inputVcf, false)
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    val header = reader.getFileHeader
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    val writer = new AsyncVariantContextWriter(new VariantContextWriterBuilder().
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      setOutputFile(cmdArgs.outputVcf).
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      setReferenceDictionary(header.getSequenceDictionary).
      build)
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    writer.writeHeader(header)
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    val invertedWriter = cmdArgs.invertedOutputVcf.collect {
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      case x => new VariantContextWriterBuilder().
        setOutputFile(x).
        setReferenceDictionary(header.getSequenceDictionary).
        build
    }
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    invertedWriter.foreach(_.writeHeader(header))
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    var counterTotal = 0
    var counterLeft = 0
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    for (record <- reader) {
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      if (cmdArgs.minQualScore.map(minQualscore(record, _)).getOrElse(true) &&
        (!cmdArgs.filterRefCalls || hasNonRefCalls(record)) &&
        (!cmdArgs.filterNoCalls || hasCalls(record)) &&
        hasMinTotalDepth(record, cmdArgs.minTotalDepth) &&
        hasMinSampleDepth(record, cmdArgs.minSampleDepth, cmdArgs.minSamplesPass) &&
        minAlternateDepth(record, cmdArgs.minAlternateDepth, cmdArgs.minSamplesPass) &&
        (cmdArgs.mustHaveVariant.isEmpty || mustHaveVariant(record, cmdArgs.mustHaveVariant)) &&
        calledIn(record, cmdArgs.calledIn) &&
        (cmdArgs.diffGenotype.isEmpty || cmdArgs.diffGenotype.forall(x => notSameGenotype(record, x._1, x._2))) &&
        (
          cmdArgs.filterHetVarToHomVar.isEmpty ||
          cmdArgs.filterHetVarToHomVar.forall(x => filterHetVarToHomVar(record, x._1, x._2))
        ) &&
          denovoInSample(record, cmdArgs.deNovoInSample) &&
          denovoTrio(record, cmdArgs.deNovoTrio) &&
          denovoTrio(record, cmdArgs.trioLossOfHet, onlyLossHet = true) &&
          resToDom(record, cmdArgs.resToDom) &&
          trioCompound(record, cmdArgs.trioCompound) &&
          (cmdArgs.iDset.isEmpty || inIdSet(record, cmdArgs.iDset))) {
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        writer.add(record)
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        counterLeft += 1
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      } else
        invertedWriter.foreach(_.add(record))
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      counterTotal += 1
      if (counterTotal % 100000 == 0) logger.info(counterTotal + " variants processed, " + counterLeft + " left")
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    }
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    logger.info(counterTotal + " variants processed, " + counterLeft + " left")
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    reader.close()
    writer.close()
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    invertedWriter.foreach(_.close())
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    logger.info("Done")
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  }
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  /**
   * Checks if given samples are called
   * @param record VCF record
   * @param samples Samples that need this sample to be called
   * @return false when filters fail
   */
  def calledIn(record: VariantContext, samples: List[String]): Boolean = {
    if (!samples.forall(record.getGenotype(_).isCalled)) false
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    else true
  }

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  /**
   * Checks if record has atleast minQualScore
   * @param record VCF record
   * @param minQualScore Minimal quality score
   * @return false when filters fail
   */
  def minQualscore(record: VariantContext, minQualScore: Double): Boolean = {
    record.getPhredScaledQual >= minQualScore
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  }

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  /** returns true record contains Non reference genotypes */
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  def hasNonRefCalls(record: VariantContext): Boolean = {
    record.getGenotypes.exists(g => !g.isHomRef)
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  }

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  /** returns true when record has calls */
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  def hasCalls(record: VariantContext): Boolean = {
    record.getGenotypes.exists(g => !g.isNoCall)
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  }

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  /** returns true when DP INFO field is atleast the given value */
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  def hasMinTotalDepth(record: VariantContext, minTotalDepth: Int): Boolean = {
    record.getAttributeAsInt("DP", -1) >= minTotalDepth
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  }

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  /**
   * Checks if DP genotype field have a minimal value
   * @param record VCF record
   * @param minSampleDepth minimal depth
   * @param minSamplesPass Minimal number of samples to pass filter
   * @return true if filter passed
   */
  def hasMinSampleDepth(record: VariantContext, minSampleDepth: Int, minSamplesPass: Int = 1): Boolean = {
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    record.getGenotypes.count(genotype => {
      val DP = if (genotype.hasDP) genotype.getDP else -1
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      DP >= minSampleDepth
    }) >= minSamplesPass
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  }

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  /**
   * Checks if AD genotype field have a minimal value
   * @param record VCF record
   * @param minAlternateDepth minimal depth
   * @param minSamplesPass Minimal number of samples to pass filter
   * @return true if filter passed
   */
  def minAlternateDepth(record: VariantContext, minAlternateDepth: Int, minSamplesPass: Int = 1): Boolean = {
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    record.getGenotypes.count(genotype => {
      val AD = if (genotype.hasAD) List(genotype.getAD: _*) else Nil
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      if (!AD.isEmpty) AD.tail.count(_ >= minAlternateDepth) > 0 else true
    }) >= minSamplesPass
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  }

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  /**
   * Checks if given samples does have a variant hin this record
   * @param record VCF record
   * @param mustHaveVariant List of samples that should have this variant
   * @return true if filter passed
   */
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  def mustHaveVariant(record: VariantContext, mustHaveVariant: List[String]): Boolean = {
    !mustHaveVariant.map(record.getGenotype).exists(a => a.isHomRef || a.isNoCall)
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  }

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  /** Checks if given samples have the same genotype */
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  def notSameGenotype(record: VariantContext, sample1: String, sample2: String): Boolean = {
    val genotype1 = record.getGenotype(sample1)
    val genotype2 = record.getGenotype(sample2)
    if (genotype1.sameGenotype(genotype2)) false
    else true
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  }

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  /** Checks if sample1 is hetrozygous and if sample2 is homozygous for a alternative allele in sample1 */
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  def filterHetVarToHomVar(record: VariantContext, sample1: String, sample2: String): Boolean = {
    val genotype1 = record.getGenotype(sample1)
    val genotype2 = record.getGenotype(sample2)
    if (genotype1.isHet && !genotype1.getAlleles.forall(_.isNonReference)) {
      for (allele <- genotype1.getAlleles if allele.isNonReference) {
        if (genotype2.getAlleles.forall(_.basesMatch(allele))) return false
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      }
    }
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    true
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  }

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  /** Checks if given sample have alternative alleles that are unique in the VCF record */
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  def denovoInSample(record: VariantContext, sample: String): Boolean = {
    if (sample == null) return true
    val genotype = record.getGenotype(sample)
    if (genotype.isNoCall) return false
    for (allele <- genotype.getAlleles) {
      for (g <- record.getGenotypes if g.getSampleName != sample) {
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        if (g.getAlleles.exists(_.basesMatch(allele))) return false
      }
    }
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    true
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  }
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  /** Return true when variant is homozygous in the child and hetrozygous in parants */
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  def resToDom(record: VariantContext, trios: List[Trio]): Boolean = {
    for (trio <- trios) {
      val child = record.getGenotype(trio.child)

      if (child.isHomVar && child.getAlleles.forall(allele => {
        record.getGenotype(trio.father).countAllele(allele) == 1 &&
          record.getGenotype(trio.mother).countAllele(allele) == 1
      })) return true
    }
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    trios.isEmpty
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  }

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  /** Returns true when variant a compound variant in the child and hetrozygous in parants */
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  def trioCompound(record: VariantContext, trios: List[Trio]): Boolean = {
    for (trio <- trios) {
      val child = record.getGenotype(trio.child)

      if (child.isHetNonRef && child.getAlleles.forall(allele => {
        record.getGenotype(trio.father).countAllele(allele) >= 1 &&
          record.getGenotype(trio.mother).countAllele(allele) >= 1
      })) return true
    }
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    trios.isEmpty
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  }

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  /** Returns true when child got a deNovo variant */
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  def denovoTrio(record: VariantContext, trios: List[Trio], onlyLossHet: Boolean = false): Boolean = {
    for (trio <- trios) {
      val child = record.getGenotype(trio.child)
      val father = record.getGenotype(trio.father)
      val mother = record.getGenotype(trio.mother)

      for (allele <- child.getAlleles) {
        val childCount = child.countAllele(allele)
        val fatherCount = father.countAllele(allele)
        val motherCount = mother.countAllele(allele)

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        if (onlyLossHet) {
          if (childCount == 2 && (
            (fatherCount == 2 && motherCount == 0) ||
            (fatherCount == 0 && motherCount == 2))) return true
        } else {
          if (childCount == 1 && fatherCount == 0 && motherCount == 0) return true
          else if (childCount == 2 && (fatherCount == 0 || motherCount == 0)) return true
        }
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      }
    }
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    trios.isEmpty
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  }

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  /** Returns true when VCF record contains a ID from the given list */
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  def inIdSet(record: VariantContext, idSet: Set[String]): Boolean = {
    record.getID.split(",").exists(idSet.contains)
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  }
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}