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PEInsertDistFromBAM.py
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PEInsertDistFromBAM.py
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##################################
# #
# Last modified 12/01/2012 #
# #
# Georgi Marinov #
# #
##################################
import sys
import string
import pysam
# FLAG field meaning
# 0x0001 1 the read is paired in sequencing, no matter whether it is mapped in a pair
# 0x0002 2 the read is mapped in a proper pair (depends on the protocol, normally inferred during alignment) 1
# 0x0004 4 the query sequence itself is unmapped
# 0x0008 8 the mate is unmapped 1
# 0x0010 16 strand of the query (0 for forward; 1 for reverse strand)
# 0x0020 32 strand of the mate 1
# 0x0040 64 the read is the first read in a pair 1,2
# 0x0080 128 the read is the second read in a pair 1,2
# 0x0100 256 the alignment is not primary (a read having split hits may have multiple primary alignment records)
# 0x0200 512 the read fails platform/vendor quality checks
# 0x0400 1024 the read is either a PCR duplicate or an optical duplicate
def FLAG(FLAG):
Numbers = [0,1,2,4,8,16,32,64,128,256,512,1024]
FLAGList=[]
MaxNumberList=[]
for i in Numbers:
if i <= FLAG:
MaxNumberList.append(i)
Residual=FLAG
maxPos = len(MaxNumberList)-1
while Residual > 0:
if MaxNumberList[maxPos] <= Residual:
Residual = Residual - MaxNumberList[maxPos]
FLAGList.append(MaxNumberList[maxPos])
maxPos-=1
else:
maxPos-=1
return FLAGList
def main(argv):
if len(argv) < 3:
print 'usage: python %s BAMfilename chrom.sizes outputfilename [-nomulti] [-firstN number_pairs] [-chr chr1,...,chrN] [-regions file chrFiledID leftFieldID rightFieldID]' % argv[0]
print '\Note: the -regions option and the -chr option will be integrated if both run, i.e. only the regions within the wanted chromosomes will be used'
sys.exit(1)
doChr = False
if '-chr' in argv:
doChr = True
chromosomes = argv[argv.index('-chr') + 1].split(',')
WantedDict = {}
for chr in chromosomes:
WantedDict[chr] = ''
doRegions = False
if '-regions' in argv:
doRegions = True
regionsFile = argv[argv.index('-regions') + 1]
regionsChr = int(argv[argv.index('-regions') + 2])
regionsLeft = int(argv[argv.index('-regions') + 3])
regionsRight = int(argv[argv.index('-regions') + 4])
linelist = open(regionsFile)
Regions = []
for line in linelist:
if line.startswith('#'):
continue
fields = line.strip().split('\t')
chr = fields[regionsChr]
left = int(fields[regionsLeft])
right = int(fields[regionsRight])
if doChr:
if WantedDict.has_key(chr):
Regions.append((chr,left,right))
else:
Regions.append((chr,left,right))
BAM = argv[1]
chrominfo=argv[2]
chromInfoList=[]
linelist=open(chrominfo)
for line in linelist:
fields=line.strip().split('\t')
chr=fields[0]
start=0
end=int(fields[1])
if doChr:
if WantedDict.has_key(chr):
chromInfoList.append((chr,start,end))
else:
chromInfoList.append((chr,start,end))
outfilename = argv[3]
noMulti = False
if '-nomulti' in argv:
noMulti = True
doFirstN = False
if '-firstN' in argv:
doFirstN = True
FN = int(argv[argv.index('-firstN') + 1])
InsertLengthDistribution = {}
InsertLengthDistribution['singleton'] = 0
samfile = pysam.Samfile(BAM, "rb" )
RN=0
PN=0
if doRegions:
for (chr,start,end) in Regions:
try:
for alignedread in samfile.fetch(chr, 0, 100):
a='b'
except:
print 'region', chr,start,end, 'not found in bam file, skipping'
continue
currentPos=0
if doFirstN and PN >= FN:
break
for alignedread in samfile.fetch(chr, start, end):
RN+=1
if RN % 5000000 == 0:
print str(RN/1000000) + 'M alignments processed', chr, currentPos, end
if doFirstN and PN >= FN:
break
try:
multiplicity = alignedread.opt('NH')
except:
print 'no NH: tags in BAM file, exiting'
sys.exit(1)
if noMulti and multiplicity > 1:
continue
fields=str(alignedread).split('\t')
FLAGfields = FLAG(int(fields[1]))
pos = alignedread.pos
if 8 in FLAGfields:
InsertLengthDistribution['singleton'] += 1
PN+=1
continue
matepos = alignedread.pnext
if matepos > pos:
continue
IL = pos - matepos + len(alignedread.query)
if InsertLengthDistribution.has_key(IL):
pass
else:
InsertLengthDistribution[IL] = 0
InsertLengthDistribution[IL] += 1
PN+=1
else:
for (chr,start,end) in chromInfoList:
try:
for alignedread in samfile.fetch(chr, 0, 100):
a='b'
except:
print 'region', chr,start,end, 'not found in bam file, skipping'
continue
currentPos=0
if doFirstN and PN >= FN:
break
for alignedread in samfile.fetch(chr, start, end):
RN+=1
if RN % 5000000 == 0:
print str(RN/1000000) + 'M alignments processed', chr, currentPos, end
if doFirstN and PN >= FN:
break
try:
multiplicity = alignedread.opt('NH')
except:
print 'no NH: tags in BAM file, exiting'
sys.exit(1)
if noMulti and multiplicity > 1:
continue
fields=str(alignedread).split('\t')
FLAGfields = FLAG(int(fields[1]))
pos = alignedread.pos
if 8 in FLAGfields:
InsertLengthDistribution['singleton'] += 1
PN+=1
continue
matepos = alignedread.pnext
if matepos > pos:
continue
IL = pos - matepos + len(alignedread.query)
if InsertLengthDistribution.has_key(IL):
pass
else:
InsertLengthDistribution[IL] = 0
InsertLengthDistribution[IL] += 1
PN+=1
outfile = open(outfilename, 'w')
outline = '#Length\tNumberPairs'
outfile.write(outline + '\n')
keys = InsertLengthDistribution.keys()
keys.sort()
for IL in keys:
outline = str(IL) + '\t' + str(InsertLengthDistribution[IL])
outfile.write(outline + '\n')
outfile.close()
if __name__ == '__main__':
main(sys.argv)