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Commit 6a1866c0 authored by Wai Yi Leung's avatar Wai Yi Leung
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Insertsize estimator

parent eebab126
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......@@ -2,9 +2,10 @@ package nl.lumc.sasc.biopet.utils
import java.io.File
import htsjdk.samtools.{ SAMSequenceRecord, SamReader, SamReaderFactory }
import htsjdk.samtools.{ SamReader, SamReaderFactory }
import scala.collection.JavaConversions._
import scala.collection.parallel.immutable
/**
* Created by pjvan_thof on 11/19/15.
......@@ -31,19 +32,31 @@ object BamUtils {
temp.toMap
}
def contigInsertSize(inputSam: SamReader, contig: SAMSequenceRecord): Int = {
val insertsizes: Iterator[Int] = for {
read <- inputSam.query(contig.getSequenceName, 1, contig.getSequenceLength, true) //.toStream.slice(0, 100).toList
insertsize = read.getInferredInsertSize
paired = read.getReadPairedFlag
bothMapped = (read.getReadUnmappedFlag == false) && (read.getMateUnmappedFlag == false)
if paired && bothMapped
/**
* Estimate the insertsize of fragments within the given contig.
* Uses the properly paired reads according to flags set by the aligner
*
* @param inputBam input bam file
* @param contig contig to scan for
* @param end postion to stop scanning
* @return Int with insertsize for this contig
*/
def contigInsertSize(inputBam: File, contig: String, end: Int): Option[Int] = {
val inputSam: SamReader = SamReaderFactory.makeDefault.open(inputBam)
val samIterator = inputSam.query(contig, 1, end, true)
val insertsizes: List[Int] = (for {
read <- samIterator.toStream.takeWhile(rec => {
rec.getReadPairedFlag && ((rec.getReadUnmappedFlag == false) && (rec.getMateUnmappedFlag == false) && rec.getProperPairFlag)
}).take(100000)
} yield {
insertsize
}
val contigInsertSize = insertsizes.foldLeft((0.0, 0))((t, r) => (t._1 + r, t._2 + 1))
(contigInsertSize._1 / contigInsertSize._2).toInt
read.getInferredInsertSize.asInstanceOf[Int].abs
})(collection.breakOut)
val cti = insertsizes.foldLeft((0.0, 0))((t, r) => (t._1 + r, t._2 + 1))
samIterator.close()
inputSam.close()
val ret = if (cti._2 == 0) None else Some((cti._1 / cti._2).toInt)
ret
}
/**
......@@ -52,16 +65,14 @@ object BamUtils {
* @param bamFiles input bam files
* @return
*/
def sampleBamInsertSize(bamFiles: List[File]): Map[File, Int] = bamFiles.map { file =>
val inputSam: SamReader = SamReaderFactory.makeDefault.open(file)
val baminsertsizes = inputSam.getFileHeader.getSequenceDictionary.getSequences.map {
contig =>
val insertSize = BamUtils.contigInsertSize(inputSam, contig)
Logging.logger.debug(s"Insertsize ${contig}: ${insertSize}")
insertSize
}
file -> (baminsertsizes.sum / baminsertsizes.size)
def sampleBamInsertSize(bamFiles: List[File]): immutable.ParMap[File, Int] = bamFiles.par.map { bamFile =>
val inputSam: SamReader = SamReaderFactory.makeDefault.open(bamFile)
val baminsertsizes = inputSam.getFileHeader.getSequenceDictionary.getSequences.par.map({
contig => BamUtils.contigInsertSize(bamFile, contig.getSequenceName, contig.getSequenceLength)
}).toList
val sum = baminsertsizes.flatMap(x => x).reduceLeft(_ + _)
val n = baminsertsizes.flatMap(x => x).size
bamFile -> (sum / n).toInt
}.toMap
}
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