/tools/rgenetics/rgTDT.py
https://bitbucket.org/cistrome/cistrome-harvard/ · Python · 264 lines · 201 code · 14 blank · 49 comment · 45 complexity · c2393724fc3494aff4dece918effc022 MD5 · raw file
- #!/usr/local/bin/python
- # hack to run and process a plink tdt
- # expects args as
- # bfilepath outname jobname outformat (wig,xls)
- # ross lazarus
- # for wig files, we need annotation so look for map file or complain
- """
- Parameters for wiggle track definition lines
- All options are placed in a single line separated by spaces:
- track type=wiggle_0 name=track_label description=center_label \
- visibility=display_mode color=r,g,b altColor=r,g,b \
- priority=priority autoScale=on|off \
- gridDefault=on|off maxHeightPixels=max:default:min \
- graphType=bar|points viewLimits=lower:upper \
- yLineMark=real-value yLineOnOff=on|off \
- windowingFunction=maximum|mean|minimum smoothingWindow=off|2-16
- """
- import sys,math,shutil,subprocess,os,time,tempfile,shutil,string
- from os.path import abspath
- from optparse import OptionParser
- from rgutils import timenow, plinke
- myversion = 'v0.003 January 2010'
- verbose = False
- def makeGFF(resf='',outfname='',logf=None,twd='.',name='track name',description='track description',topn=1000):
- """
- score must be scaled to 0-1000
- Want to make some wig tracks from each analysis
- Best n -log10(p). Make top hit the window.
- we use our tab output which has
- rs chrom offset ADD_stat ADD_p ADD_log10p
- rs3094315 1 792429 1.151 0.2528 0.597223
- """
- def is_number(s):
- try:
- float(s)
- return True
- except ValueError:
- return False
- header = 'track name=%s description="%s" visibility=2 useScore=1 color=0,60,120\n' % (name,description)
- column_names = [ 'Seqname', 'Source', 'Feature', 'Start', 'End', 'Score', 'Strand', 'Frame', 'Group' ]
- halfwidth=100
- resfpath = os.path.join(twd,resf)
- resf = open(resfpath,'r')
- resfl = resf.readlines() # dumb but convenient for millions of rows
- resfl = [x.split() for x in resfl]
- headl = resfl[0]
- resfl = resfl[1:]
- headl = [x.strip().upper() for x in headl]
- headIndex = dict(zip(headl,range(0,len(headl))))
- # s = 'rs\tchrom\toffset\ta1\ta2\ttransmitted\tuntransmitted\tTDTChiSq\tTDTp\t-log10TDTp\tAbsTDTOR\tTDTOR'
- chrpos = headIndex.get('CHROM',None)
- rspos = headIndex.get('RS',None)
- offspos = headIndex.get('OFFSET',None)
- ppos = headIndex.get('-LOG10TDTP',None)
- wewant = [chrpos,rspos,offspos,ppos]
- if None in wewant: # missing something
- logf.write('### Error missing a required header in makeGFF - headIndex=%s\n' % headIndex)
- return
- resfl = [x for x in resfl if x[ppos] > '']
- resfl = [(float(x[ppos]),x) for x in resfl] # decorate
- resfl.sort()
- resfl.reverse() # using -log10 so larger is better
- resfl = resfl[:topn] # truncate
- pvals = [x[0] for x in resfl] # need to scale
- resfl = [x[1] for x in resfl] # drop decoration
- maxp = max(pvals) # need to scale
- minp = min(pvals)
- prange = abs(maxp-minp) + 0.5 # fudge
- scalefact = 1000.0/prange
- logf.write('###maxp=%f,minp=%f,prange=%f,scalefact=%f\n' % (maxp,minp,prange,scalefact))
- for i,row in enumerate(resfl):
- row[ppos] = '%d' % (int(scalefact*pvals[i]))
- resfl[i] = row # replace
- outf = file(outfname,'w')
- outf.write(header)
- outres = [] # need to resort into chrom offset order
- for i,lrow in enumerate(resfl):
- chrom,snp,offset,p, = [lrow[x] for x in wewant]
- gff = ('chr%s' % chrom,'rgTDT','variation','%d' % (int(offset)-halfwidth),
- '%d' % (int(offset)+halfwidth),p,'.','.','%s logp=%1.2f' % (snp,pvals[i]))
- outres.append(gff)
- outres = [(x[0],int(x[3]),x) for x in outres] # decorate
- outres.sort() # into chrom offset
- outres=[x[2] for x in outres] # undecorate
- outres = ['\t'.join(x) for x in outres]
- outf.write('\n'.join(outres))
- outf.write('\n')
- outf.close()
- def xformTDT(infname='',resf='',outfname='',name='foo',mapf='/usr/local/galaxy/data/rg/lped/x.bim'):
- """munge a plink .tdt file into either a ucsc track or an xls file
- CHR SNP A1:A2 T:U_TDT OR_TDT CHISQ_TDT P_TDT
- 0 MitoT217C 2:3 0:0 NA NA NA
- 0 MitoG228A 1:4 0:0 NA NA NA
- 0 MitoT250C 2:3 0:0 NA NA NA
- map file has
- 1 rs4378174 0 003980745
- 1 rs10796404 0 005465256
- 1 rs2697965 0 014023092
- grrr!
- Changed in 1.01 to
- [rerla@hg fresh]$ head database/job_working_directory/445/rgTDT.tdt
- CHR SNP BP A1 A2 T U OR CHISQ P
- 1 rs12562034 758311 1 3 71 79 0.8987 0.4267 0.5136
- 1 rs3934834 995669 4 2 98 129 0.7597 4.233 0.03963
- """
- if verbose:
- print 'Rgenetics Galaxy Tools, rgTDT.py.xformTDT got resf=%s, outtype=%s, outfname=%s' % (resf,outtype,outfname)
- wewantcols = ['SNP','CHR','BP','A1','A2','T','U','OR','CHISQ','P']
- res = []
- s = 'rs\tchrom\toffset\ta1\ta2\ttransmitted\tuntransmitted\tTDTChiSq\tTDTp\t-log10TDTp\tAbsTDTOR\tTDTOR' # header
- res.append(s)
- rsdict = {}
- if not mapf:
- sys.stderr.write('rgTDT called but no map file provided - cannot determine locations')
- sys.exit(1)
- map = file(mapf,'r')
- for l in map: # plink map
- ll = l.strip().split()
- if len(ll) >= 3:
- rs=ll[1].strip()
- chrom = ll[0]
- if chrom.lower() == 'x':
- chrom = '23'
- if chrom.lower() == 'y':
- chrom = '24'
- if chrom.lower() == 'mito':
- chrom = '25'
- offset = ll[3]
- rsdict[rs] = (chrom,offset)
- f = open(resf,'r')
- headl = f.next().strip()
- headl = headl.split()
- wewant = [headl.index(x) for x in wewantcols]
- llen = len(headl)
- lnum = anum = 0
- for l in f:
- lnum += 1
- ll = l.strip().split()
- if len(ll) >= llen: # valid line
- snp,chrom,offset,a1,a2,t,u,orat,chisq,p = [ll[x] for x in wewant]
- if chisq == 'NA' or p == 'NA' or orat == 'NA':
- continue # can't use these lines - gg gets unhappy
- snp = snp.strip()
- lp = '0.0'
- fp = '1.0'
- fakeorat = '1.0'
- if p.upper().strip() <> 'NA':
- try:
- fp = float(p)
- if fp <> 0:
- lp = '%6f' % -math.log10(fp)
- fp = '%6f' % fp
- except:
- pass
- else:
- p = '1.0'
- if orat.upper().strip() <> 'NA':
- try:
- fakeorat = orat
- if float(orat) < 1.0:
- fakeorat = '%6f' % (1.0/float(orat)) # invert so large values big
- except:
- pass
- else:
- orat = '1.0'
- outl = '\t'.join([snp,chrom,offset,a1,a2,t,u,chisq,p,lp,fakeorat,orat])
- res.append(outl)
- f = file(outfname,'w')
- res.append('')
- f.write('\n'.join(res))
- f.close()
- if __name__ == "__main__":
- """ called as
- <command interpreter="python">
- rgTDT.py -i '$infile.extra_files_path/$infile.metadata.base_name' -o '$title' -f '$outformat' -r '$out_file1' -l '$logf' -x '${GALAXY_DATA_INDEX_DIR}/rg/bin/pl$
- </command>
- """
- u = """ called in xml as
- <command interpreter="python2.4">
- rgTDT.py -i $i -o $out_prefix -f $outformat -r $out_file1 -l $logf
- </command>
- """
- if len(sys.argv) < 6:
- s = '## Error rgTDT.py needs 5 command line params - got %s \n' % (sys.argv)
- if verbose:
- print >> sys.stdout, s
- sys.exit(0)
- parser = OptionParser(usage=u, version="%prog 0.01")
- a = parser.add_option
- a("-i","--infile",dest="bfname")
- a("-o","--oprefix",dest="oprefix")
- a("-f","--formatOut",dest="outformat")
- a("-r","--results",dest="outfname")
- a("-l","--logfile",dest="logf")
- a("-d","--du",dest="uId")
- a("-e","--email",dest="uEmail")
- a("-g","--gff",dest="gffout",default="")
- (options,args) = parser.parse_args()
- killme = string.punctuation + string.whitespace
- trantab = string.maketrans(killme,'_'*len(killme))
- title = options.oprefix
- title = title.translate(trantab)
- map_file = '%s.bim' % (options.bfname) #
- me = sys.argv[0]
- alogf = options.logf # absolute paths
- od = os.path.split(alogf)[0]
- try:
- os.path.makedirs(od)
- except:
- pass
- aoutf = options.outfname # absolute paths
- od = os.path.split(aoutf)[0]
- try:
- os.path.makedirs(od)
- except:
- pass
- vcl = [plinke,'--noweb', '--bfile',options.bfname,'--out',title,'--mind','0.5','--tdt']
- logme = []
- if verbose:
- s = 'Rgenetics %s http://rgenetics.org Galaxy Tools rgTDT.py started %s\n' % (myversion,timenow())
- print >> sys.stdout,s
- logme.append(s)
- s ='rgTDT.py: bfname=%s, logf=%s, argv = %s\n' % (options.bfname,alogf, sys.argv)
- print >> sys.stdout,s
- logme.append(s)
- s = 'rgTDT.py: vcl=%s\n' % (' '.join(vcl))
- print >> sys.stdout,s
- logme.append(s)
- twd = tempfile.mkdtemp(suffix='rgTDT') # make sure plink doesn't spew log file into the root!
- tname = os.path.join(twd,title)
- p=subprocess.Popen(' '.join(vcl),shell=True,cwd=twd)
- retval = p.wait()
- shutil.copy('%s.log' % tname,alogf)
- sto = file(alogf,'a')
- sto.write('\n'.join(logme))
- resf = '%s.tdt' % tname # plink output is here we hope
- xformTDT(options.bfname,resf,aoutf,title,map_file) # leaves the desired summary file
- gffout = options.gffout
- if gffout > '':
- makeGFF(resf=aoutf,outfname=gffout,logf=sto,twd='.',name='rgTDT_Top_Table',description=title,topn=1000)
- shutil.rmtree(twd)
- sto.close()