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pubPrepMarkerDir
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pubPrepMarkerDir
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#!/usr/bin/env python
# load default python packages
import sys, logging, optparse, os, glob, shutil, gzip, collections
from os.path import *
# add <scriptDir>/lib/ to package search path
progFile = os.path.abspath(sys.argv[0])
progDir = os.path.dirname(progFile)
pubToolsLibDir = os.path.join(progDir, "lib")
sys.path.insert(0, pubToolsLibDir)
# now load our own libraries
import pubConf, pubGeneric, util, maxCommon
from os.path import *
# === COMMAND LINE INTERFACE, OPTIONS AND HELP ===
parser = optparse.OptionParser("""usage: %prog <markerType>: Download marker info from UCSC database and manualMarkers directory, write to directory specified in pubConf.py
markerType can be gene, snp, genbank, refseq, ensembl or "all"
""")
#parser.add_option("-d", "--debug", dest="debug", action="store_true", help="show debug messages")
#parser.add_option("-v", "--verbose", dest="verbose", action="store_true", help="show more debug messages")
#parser.add_option("-o", "--only", dest="only", action="store", help="only create data for one type, e.g. symbol, band, uniprot, snp")
pubGeneric.addGeneralOptions(parser, noCluster=True)
(options, args) = parser.parse_args()
# ==== FUNCTIONS =====
def mysqlToFile(fname, db, sql, append=False):
" write mysql cmd output to file "
logging.info("Writing %s, mysql query: %s" % (fname, sql))
redirSym = ">"
if append==True:
redirSym = ">>"
cmd = "mysql %s -NB -e '%s' %s %s" % (db, sql, redirSym, fname)
util.execCmdLine(cmd)
def writeNames(fname, outFname):
" write name fields of bed to gz tab file "
logging.info("Writing %s" % outFname)
ofh = gzip.open(outFname, "w")
#ofh.write("#id\n")
for line in open(fname):
fields = line.strip().split("\t")
name = fields[3]
chrom = fields[0]
ofh.write(name)
ofh.write("\n")
def makeUniqueNames(bedIn, bedOut, stripVersion=False):
" write from bedIn to bedOut, skip all lines with a duplicate name field or spaces in name or hap chroms"
logging.info("Filtering %s to %s" % (bedIn, bedOut))
ofh = open(bedOut, "w")
oldNames = set()
inCount = 0
outCount = 0
for line in open(bedIn):
inCount += 1
fields = line.strip().split("\t")
name = fields[3]
if stripVersion:
name = name.split(".")[0]
fields[3] = name
line = "\t".join(fields)+"\n"
chrom = fields[0]
if name in ["unknown"] or len(name)<=2:
continue
if " " in name:
continue
if "hap" in chrom:
continue
if name not in oldNames:
outCount += 1
ofh.write(line)
oldNames.add(name)
logging.info("input lines %d, output lines %d, removed %d lines with duplicate names" % \
(inCount, outCount, outCount - inCount))
def rewriteBands(bedIn, bedOut):
" prefix names with chrom, for bands, and add the larger scale band, too "
logging.info("Adding chromosome numbers, filtering %s to %s" % (bedIn, bedOut))
origBands = {} # dict with [chrom, start, end] tuples
for line in open(bedIn):
fields = line.strip().split("\t")
chrom, start, end, band = fields
start = int(start)
end = int(end)
chromNum = chrom.replace("chr","")
bandName = chromNum+band
origBands[bandName] = (chrom, start, end)
largeBands = {}
for bandName, coordTuple in origBands.iteritems():
if not "." in bandName:
continue
chrom, start, end = coordTuple
largeBand = bandName.split(".")[0]
if not largeBand in largeBands:
largeBands[largeBand] = (chrom, start, end)
else:
oldStart = largeBands[largeBand][1]
oldEnd = largeBands[largeBand][2]
largeBands[largeBand] = (chrom, min(oldStart, start, end), max(oldEnd, start, end))
allBands = origBands.items()
allBands.extend(largeBands.items())
ofh = open(bedOut, "w")
for bandName, coordTuple in allBands:
chrom, start, end = coordTuple
row = [chrom, str(start), str(end), bandName]
ofh.write("\t".join(row))
ofh.write("\n")
ofh.close()
def rewriteSnp(bedIn, bedOut):
" massage snp coordinates to force them into normal bed format "
logging.info("forcing snpbed to bed format, filtering %s to %s" % (bedIn, bedOut))
ofh = open(bedOut, "w")
oldNames = set()
for line in open(bedIn):
fields = line.strip().split("\t")
start, end = fields[1:3]
start, end = int(start), int(end)
if end<start:
start, end = end, start
if end==start:
end = end+1
row = [fields[0], str(start), str(end), fields[3]]
ofh.write("\t".join(row))
ofh.write("\n")
def addToDict(fname, data):
" parse tab-sep file with two fields into dict id -> list of values "
lCount = 0
oldKeyCount = len(data)
for line in open(fname):
key, val = line.strip().split("\t")
data[key].append(val)
lCount += 1
logging.info("Read %d lines, %d new keys" % (lCount, len(data)-oldKeyCount))
return data
def writeGzDict(data, fname):
logging.info("Writing %d keys to %s" % (len(data), fname))
ofh = gzip.open(fname, "w")
for key, valList in data.iteritems():
for val in valList:
assert("|" not in val)
ofh.write("%s\t%s\n" % (key, "|".join(valList)))
def mysqlAddKeyVal(db, query, dataDict):
tempFname = join(pubConf.TEMPDIR, "uniprot.tmp.bed")
mysqlToFile(tempFname, db, query)
addToDict(tempFname, dataDict)
os.remove(tempFname)
return dataDict
#def makeGeneDict(geneDictFname):
# " use the UniProt database to create a dictionary uniprotId to all other relevant ids "
# data = collections.defaultdict(list)
#
# # uniprot alternative acc numbers
# mysqlAddKeyVal("uniProt", 'select acc, val from otherAcc', data)
# # uniprot names
# mysqlAddKeyVal("uniProt", 'select acc, val from displayId', data)
# # pdb accessions
# mysqlAddKeyVal("uniProt", 'select acc, extAcc1 from extDbRef JOIN extDb ON (id=extDb) WHERE val="PDB"', data)
# # refseq
# mysqlAddKeyVal("uniProt", 'select acc, extAcc2 from extDbRef JOIN extDb ON (id=extDb) WHERE val="RefSeq";', data)
# # ensembl gene ids
# #mysqlAddKeyVal("uniProt", 'select acc, extAcc3 from extDbRef JOIN extDb ON (id=extDb) WHERE val="Ensembl";', data)
# writeGzDict(data, geneDictFname)
def writePdbFnames(pdbDir, pdbDictFname):
" find all files in a pdb local copy and write acc numvers to ouput gz files "
# pdb100d.ent.gz
logging.info("Reading filenames from %s" % pdbDir)
accList = []
for dir, path in pubGeneric.findFiles(pdbDir, ".gz"):
acc = basename(path).split(".")[0].replace("pdb","")
accList.append(acc)
logging.info("Found %d accession numbers, writing to %s" % (len(accList), pdbDictFname))
ofh = gzip.open(pdbDictFname, "w")
for acc in accList:
ofh.write(acc)
ofh.write("\n")
ofh.close()
pubGeneric.indexKvFile(pdbDictFname)
def prepMarkerDir(markerDir, markerType):
" config targetdir for blatCdna "
if not isdir(markerDir):
logging.info("Creating %s" %markerDir)
os.mkdir(markerDir)
tempFile = join(pubConf.TEMPDIR, "filter.tmp.bed")
if markerType=="all" or markerType=="gene":
# gene symbols
symbolBedFname = join(markerDir, "hg19.gene.bed")
mysqlToFile(tempFile, "hg19", 'SELECT chrom, txStart, txEnd, kgXref.geneSymbol from knownGene JOIN kgXref ON kgXref.kgID=knownGene.name')
makeUniqueNames(tempFile, symbolBedFname)
#symbolDictFname = join(markerDir, "gene.dict.tab.gz")
#writeNames(symbolBedFname, symbolDictFname)
if markerType=="all" or markerType=="band":
bandBed = join(markerDir, "hg19.band.bed")
bandDict = join(markerDir, "band.dict.tab.gz")
mysqlToFile(tempFile, "hg19", "SELECT chrom, chromStart, chromEnd, name from cytoBand")
rewriteBands(tempFile, bandBed)
writeNames(bandBed, bandDict)
if markerType=="all" or markerType=="uniprot":
upBedFname = join(markerDir, "hg19.uniprot.bed")
upDictFname = join(markerDir, "uniprotAccs.txt.gz")
# write all uniprot accessions to the dict file
upFnames = ["uniprot.tab", "uniprotTrembl.tab"]
#upFnames = ["uniprot.test.tab"]
accs = set()
ofh = gzip.open(upDictFname, "w")
for upFname in upFnames:
upFname=join(pubConf.dbRefDir, upFname)
logging.info("Parsing %s to get a list of all accession IDs" % upFname)
i = 0
for row in maxCommon.iterTsvRows(upFname):
accList = row.accList.split("|")
#logging.info("Got %d keys" % len(accList))
for acc in accList:
ofh.write("%s\n" % acc)
ofh.close()
pubGeneric.indexKvFile(upDictFname)
#logging.info("Got %s uniprot accessions, writing to %s" % (len(accs), upDictFname))
#ofh = gzip.open(upDictFname, "w")
#accs = list(accs)
#accs.sort() # better compression
#for acc in accs:
#ofh.write(acc)
#ofh.write("\n")
#ofh.close()
# write a map for uniprot on hg19
logging.info("Creating hg19 map")
mysqlToFile(upBedFname, "hg19", 'SELECT chrom, txStart, txEnd, kgXref.spID from knownGene JOIN kgXref ON kgXref.kgID=knownGene.name where spID<>"" and not spId like "%-%"')
# rather keep duplicates
#makeUniqueNames(tempFile, upBedFname)
if markerType=="all" or markerType=="pdb":
# get all pdb accessions
#pdbDir = join(pubConf.pdbBaseDir, "pdb")
pdbDir = pubConf.pdbBaseDir
pdbDictFname = join(markerDir, "pdbAccs.txt.gz")
writePdbFnames(pdbDir, pdbDictFname)
pubGeneric.indexKvFile(pdbDictFname)
# genome map file
pdbBedFname = join(markerDir, "hg19.pdb.bed")
mysqlToFile(tempFile, "hg19", 'SELECT chrom, txStart, txEnd, uniProt.extDbRef.extAcc1 from knownGene JOIN kgXref ON kgXref.kgID=knownGene.name JOIN uniProt.extDbRef ON (spID=acc) JOIN uniProt.extDb ON (id=extDb) WHERE extDb.val="PDB" AND kgXref.spID<>"" AND NOT kgXref.spId like "%-%"')
makeUniqueNames(tempFile, pdbBedFname)
#writeNames(upBedFname, upDictFname)
if markerType=="all" or markerType=="snp":
snpBed = join(markerDir, "hg19.snp.bed")
mysqlToFile(tempFile, "hg19", "SELECT chrom, chromStart, chromEnd, name from snp137")
rewriteSnp(tempFile, snpBed)
# no snp dict - we use regular expressions for these
if markerType=="genbank" or markerType=="all":
gbBed = join(markerDir, "hg19.genbank.bed")
mysqlToFile(tempFile, "hg19", "SELECT tName, tStart, tEnd, qName from gbDnaBigChain")
mysqlToFile(tempFile, "hg19", "SELECT tName, tStart, tEnd, qName from all_est", append=True)
mysqlToFile(tempFile, "hg19", "SELECT tName, tStart, tEnd, qName from all_mrna", append=True)
makeUniqueNames(tempFile, gbBed, stripVersion=True)
if markerType=="refseq" or markerType=="all":
refBed = join(markerDir, "hg19.refseq.bed")
mysqlToFile(refBed, "hg19", "SELECT chrom, txStart, txEnd, name from refGene")
if markerType=="ensembl" or markerType=="all":
refBed = join(markerDir, "hg19.ensembl.bed")
mysqlToFile(refBed, "hg19", "SELECT chrom, txStart, txEnd, name2 from ensGene")
if isfile(tempFile):
os.remove(tempFile)
if len(args)==0:
parser.print_help()
exit(1)
pubGeneric.setupLogging(progFile, options)
markerDir = pubConf.markerDbDir
markerType = args[0]
prepMarkerDir(markerDir, markerType)