Mercurial > repos > devteam > vcf_annotate
diff vcfClass.py @ 0:3eca7b2537aa draft default tip
Imported from capsule None
author | devteam |
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date | Thu, 23 Jan 2014 12:31:47 -0500 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/vcfClass.py Thu Jan 23 12:31:47 2014 -0500 @@ -0,0 +1,440 @@ +#!/usr/bin/python + +import os.path +import sys +import re + +class vcf: + def __init__(self): + +# Header info. + self.filename = "" + self.hasHeader = True + self.headerText = "" + self.headerTitles = "" + self.vcfFormat = "" + #self.headerInfoText = "" + #self.headerFormatText = "" + +# Store the info and format tags as well as the lines that describe +# them in a dictionary. + self.numberDataSets = 0 + self.includedDataSets = {} + self.infoHeaderTags = {} + self.infoHeaderString = {} + self.formatHeaderTags = {} + self.formatHeaderString = {} + +# Genotype information. + self.genotypes = False + self.infoField = {} + +# Reference sequence information. + self.referenceSequences = {} + self.referenceSequenceList = [] + self.referenceSequence = "" + +# Record information. + self.position = -1 + self.samplesList = [] + +# Determine which fields to process. + self.processInfo = False + self.processGenotypes = False + self.dbsnpVcf = False + self.hapmapVcf = False + +# Open a vcf file. + def openVcf(self, filename): + if filename == "stdin": + self.filehandle = sys.stdin + self.filename = "stdin" + else: + try: self.filehandle = open(filename,"r") + except IOError: + print >> sys.stderr, "Failed to find file: ",filename + exit(1) + self.filename = os.path.abspath(filename) + +# Parse the vcf header. + def parseHeader(self, filename, writeOut): + while self.getHeaderLine(filename, writeOut): + continue + +# Determine the type of information in the header line. + def getHeaderLine(self, filename, writeOut): + self.headerLine = self.filehandle.readline().rstrip("\n") + if self.headerLine.startswith("##fileformat"): success = self.getvcfFormat() + if self.headerLine.startswith("##INFO"): success = self.headerInfo(writeOut, "info") + elif self.headerLine.startswith("##FORMAT"): success = self.headerInfo(writeOut, "format") + elif self.headerLine.startswith("##FILE"): success = self.headerFiles(writeOut) + elif self.headerLine.startswith("##"): success = self.headerAdditional() + elif self.headerLine.startswith("#"): success = self.headerTitleString(filename, writeOut) + else: success = self.noHeader(filename, writeOut) + + return success + +# Read VCF format + def getvcfFormat(self): + try: + self.vcfFormat = self.headerLine.split("=",1)[1] + self.vcfFormat = float( self.vcfFormat.split("VCFv",1)[1] )## Extract the version number rather than the whole string + except IndexError: + print >> sys.stderr, "\nError parsing the fileformat" + print >> sys.stderr, "The following fileformat header is wrongly formatted: ", self.headerLine + exit(1) + return True + + +# Read information on an info field from the header line. + def headerInfo(self, writeOut, lineType): + tag = self.headerLine.split("=",1) + tagID = (tag[1].split("ID=",1))[1].split(",",1) + +# Check if this info field has already been defined. + if (lineType == "info" and self.infoHeaderTags.has_key(tagID[0])) or (lineType == "format" and self.formatHeaderTags.has_key(tagID[0])): + print >> sys.stderr, "Info tag \"", tagID[0], "\" is defined multiple times in the header." + exit(1) + +# Determine the number of entries, entry type and description. + tagNumber = (tagID[1].split("Number=",1))[1].split(",",1) + tagType = (tagNumber[1].split("Type=",1))[1].split(",",1) + try: tagDescription = ( ( (tagType[1].split("Description=\"",1))[1] ).split("\">") )[0] + except IndexError: tagDescription = "" + tagID = tagID[0]; tagNumber = tagNumber[0]; tagType = tagType[0] + +# Check that the number of fields associated with the tag is either +# an integer or a '.' to indicate variable number of entries. + if tagNumber == ".": tagNumber = "variable" + else: + if self.vcfFormat<4.1: + + try: + tagNumber = int(tagNumber) + + except ValueError: + print >> sys.stderr, "\nError parsing header. Problem with info tag:", tagID + print >> sys.stderr, "Number of fields associated with this tag is not an integer or '.'" + exit(1) + + if lineType == "info": + self.infoHeaderTags[tagID] = tagNumber, tagType, tagDescription + self.infoHeaderString[tagID] = self.headerLine + if lineType == "format": + self.formatHeaderTags[tagID] = tagNumber, tagType, tagDescription + self.formatHeaderString[tagID] = self.headerLine + + return True + +# Check to see if the records contain information from multiple different +# sources. If vcfPytools has been used to find the intersection or union +# of two vcf files, the records may have been merged to keep all the +# information available. If this is the case, there will be a ##FILE line +# for each set of information in the file. The order of these files needs +# to be maintained. + def headerFiles(self, writeOut): + fileID = (self.headerLine.split("ID=",1))[1].split(",",1) + filename = fileID[1].split("\"",2)[1] + try: fileID = int(fileID[0]) + except ValueError: + print >> sys.stderr, "File ID in ##FILE entry must be an integer." + print >> sys.stderr, self.headerLine + exit(1) + if self.includedDataSets.has_key(fileID): + print >> sys.stderr, "\nERROR: file " + self.filename + print >> sys.stderr, "Multiple files in the ##FILE list have identical ID values." + exit(1) + self.includedDataSets[fileID] = filename + +# Set the number of files with information in this vcf file. + if fileID > self.numberDataSets: self.numberDataSets = fileID + + return True + +# Read additional information contained in the header. + def headerAdditional(self): + self.headerText += self.headerLine + "\n" + + return True + +# Read in the column titles to check that all standard fields +# are present and read in all the samples. + def headerTitleString(self, filename, writeOut): + self.headerTitles = self.headerLine + "\n" + +# Strip the end of line character from the last infoFields entry. + infoFields = self.headerLine.split("\t") + if len(infoFields) > 8: +# if len(infoFields) - 9 == 1 and writeOut: print >> sys.stdout, len(infoFields) - 9, " sample present in vcf file: ", filename +# elif writeOut: print >> sys.stdout, len(infoFields) - 9, " samples present in vcf file: ", filename + self.samplesList = infoFields[9:] + self.genotypes = True + elif len(infoFields) == 8: + if writeOut: print >> sys.stdout, "No samples present in the header. No genotype information available." + else: + print self.headerLine, len(infoFields) + print >> sys.stderr, "Not all vcf standard fields are available." + exit(1) + + return False + +# If there is no header in the vcf file, close and reopen the +# file so that the first line is avaiable for parsing as a +# vcf record. + def noHeader(self, filename, writeOut): + if writeOut: print >> sys.stdout, "No header lines present in", filename + self.hasHeader = False + self.closeVcf(filename) + self.openVcf(filename) + + return False + +# Check that info fields exist. + def checkInfoFields(self, tag): + if self.infoHeaderTags.has_key(tag) == False: + print >> sys.stderr, "Info tag \"", tag, "\" does not exist in the header." + exit(1) + +# Get the next line of information from the vcf file. + def getRecord(self): + self.record = self.filehandle.readline() + if not self.record: return False + +# Set up and execute a regular expression match. + recordRe = re.compile(r"^(\S+)\t(\d+)\t(\S+)\t(\S+)\t(\S+)\t(\S+)\t(\S+)\t(\S+)(\n|\t.+)$") + #recordRe = re.compile(r"^(\S+)\s+(\d+)\s+(\S+)\s+(\S+)\s+(\S+)\s+(\S+)\s+(\S+)\s+(\S+)(\n|\s+.+)$") + recordMatch = recordRe.match(self.record) + if recordMatch == None: + print >> sys.stderr, "Unable to resolve vcf record.\n" + print >> sys.stderr, self.record + exit(1) + + self.referenceSequence = recordMatch.group(1) + try: self.position = int(recordMatch.group(2)) + except ValueError: + text = "variant position is not an integer" + self.generalError(text, "", None) + self.rsid = recordMatch.group(3) + self.ref = recordMatch.group(4) + self.alt = recordMatch.group(5) + self.quality = recordMatch.group(6) + self.filters = recordMatch.group(7) + self.info = recordMatch.group(8) + self.genotypeString = recordMatch.group(9) + self.infoTags = {} + +# Check that the quality is an integer or a float. If not, set the quality +# to zero. + try: self.quality = float(self.quality) + except ValueError: self.quality = float(0.) + +# If recordMatch.group(9) is not the end of line character, there is +# genotype information with this record. + if self.genotypeString != "\n": self.hasGenotypes = True + else: self.hasGenotypes = False + +# Add the reference sequence to the dictionary. If it didn't previously +# exist append the reference sequence to the end of the list as well. +# This ensures that the order in which the reference sequences appeared +# in the header can be preserved. + if self.referenceSequence not in self.referenceSequences: + self.referenceSequences[self.referenceSequence] = True + self.referenceSequenceList.append(self.referenceSequence) + +# Check for multiple alternate alleles. + self.alternateAlleles = self.alt.split(",") + self.numberAlternateAlleles = len(self.alternateAlleles) + +# If required, process the info and genotypes. + if self.processInfo: self.processInfoFields() + if self.processGenotypes and self.hasGenotypes: self.processGenotypeFields() + + return True + +# Process the info string. + def processInfoFields(self): + +# First break the info string into its constituent elements. + infoEntries = self.info.split(";") + +# As long as some info fields exist, place them into a dictionary. + for entry in infoEntries: + infoEntry = entry.split("=") + +# If the entry is a flag, there will be no equals and the length of +# infoEntry will be 1. In this case, set the dictionary entry to the +# whole entry. If the vcf file has undergone a union or intersection +# operation and contains the information from multiple files, this may +# be a '/' seperate list of flags and so cannot be set to a Boolean value +# yet. + if len(infoEntry) == 1: self.infoTags[infoEntry[0]] = infoEntry[0] + elif len(infoEntry) > 1: self.infoTags[infoEntry[0]] = infoEntry[1] + +# Process the genotype formats and values. + def processGenotypeFields(self): + genotypeEntries = self.genotypeString.split("\t") + self.genotypeFormatString = genotypeEntries[1] + self.genotypes = list(genotypeEntries[2:]) + self.genotypeFormats = {} + self.genotypeFields = {} + self.genotypeFormats = self.genotypeFormatString.split(":") + +# Check that the number of genotype fields is equal to the number of samples + if len(self.samplesList) != len(self.genotypes): + text = "The number of genotypes is different to the number of samples" + self.generalError(text, "", "") + +# Add the genotype information to a dictionary. + for i in range( len(self.samplesList) ): + genotypeInfo = self.genotypes[i].split(":") + self.genotypeFields[ self.samplesList[i] ] = {} + +# Check that there are as many fields as in the format field. If not, this must +# be because the information is not known. In this case, it is permitted that +# the genotype information is either . or ./. + if genotypeInfo[0] == "./." or genotypeInfo[0] == "." and len(self.genotypeFormats) != len(genotypeInfo): + self.genotypeFields[ self.samplesList[i] ] = "." + else: + if len(self.genotypeFormats) != len(genotypeInfo): + text = "The number of genotype fields is different to the number specified in the format string" + self.generalError(text, "sample", self.samplesList[i]) + + for j in range( len(self.genotypeFormats) ): self.genotypeFields[ self.samplesList[i] ][ self.genotypeFormats[j] ] = genotypeInfo[j] + +# Parse through the vcf file until the correct reference sequence is +# encountered and the position is greater than or equal to that requested. + def parseVcf(self, referenceSequence, position, writeOut, outputFile): + success = True + if self.referenceSequence != referenceSequence: + while self.referenceSequence != referenceSequence and success: + if writeOut: outputFile.write(self.record) + success = self.getRecord() + + while self.referenceSequence == referenceSequence and self.position < position and success: + if writeOut: outputFile.write(self.record) + success = self.getRecord() + + return success + +# Get the information for a specific info tag. Also check that it contains +# the correct number and type of entries. + def getInfo(self, tag): + result = [] + +# Check if the tag exists in the header information. If so, +# determine the number and type of entries asscoiated with this +# tag. + if self.infoHeaderTags.has_key(tag): + infoNumber = self.infoHeaderTags[tag][0] + infoType = self.infoHeaderTags[tag][1] + numberValues = infoNumber + +# First check that the tag exists in the information string. Then split +# the entry on commas. For flag entries, do not perform the split. + if self.infoTags.has_key(tag): + if numberValues == 0 and infoType == "Flag": result = True + elif numberValues != 0 and infoType == "Flag": + print >> sys.stderr, "ERROR" + exit(1) + else: + fields = self.infoTags[tag].split(",") + if len(fields) != numberValues: + text = "Unexpected number of entries" + self.generalError(text, "information tag", tag) + + for i in range(infoNumber): + try: result.append(fields[i]) + except IndexError: + text = "Insufficient values. Expected: " + self.infoHeaderTags[tag][0] + self.generalError(text, "tag:", tag) + else: numberValues = 0 + + else: + text = "information field does not have a definition in the header" + self.generalError(text, "tag", tag) + + return numberValues, infoType, result + +# Get the genotype information. + def getGenotypeInfo(self, sample, tag): + result = [] + if self.formatHeaderTags.has_key(tag): + infoNumber = self.formatHeaderTags[tag][0] + infoType = self.formatHeaderTags[tag][1] + numberValues = infoNumber + + if self.genotypeFields[sample] == "." and len(self.genotypeFields[sample]) == 1: + numberValues = 0 + result = "." + else: + if self.genotypeFields[sample].has_key(tag): + if tag == "GT": + if len(self.genotypeFields[sample][tag]) != 3 and len(self.genotypeFields[sample][tag]) != 1: + text = "Unexected number of characters in genotype (GT) field" + self.generalError(text, "sample", sample) + +# If a diploid call, check whether or not the genotype is phased. + elif len(self.genotypeFields[sample][tag]) == 3: + self.phased = True if self.genotypeFields[sample][tag][1] == "|" else False + result.append( self.genotypeFields[sample][tag][0] ) + result.append( self.genotypeFields[sample][tag][2] ) + elif len(self.genotypeFields[sample][tag]) == 3: + result.append( self.genotypeFields[sample][tag][0] ) + else: + fields = self.genotypeFields[sample][tag].split(",") + if len(fields) != numberValues: + text = "Unexpected number of characters in " + tag + " field" + self.generalError(text, "sample", sample) + + for i in range(infoNumber): result.append(fields[i]) + else: + text = "genotype field does not have a definition in the header" + self.generalError(text, "tag", tag) + + return numberValues, result + +# Parse the dbsnp entry. If the entry conforms to the required variant type, +# return the dbsnp rsid value, otherwise ".". + def getDbsnpInfo(self): + +# First check that the variant class (VC) is listed as SNP. + vc = self.info.split("VC=",1) + if vc[1].find(";") != -1: snp = vc[1].split(";",1) + else: + snp = [] + snp.append(vc[1]) + + if snp[0].lower() == "snp": rsid = self.rsid + else: rsid = "." + + return rsid + +# Build a new vcf record. + def buildRecord(self, removeGenotypes): + record = self.referenceSequence + "\t" + \ + str(self.position) + "\t" + \ + self.rsid + "\t" + \ + self.ref + "\t" + \ + self.alt + "\t" + \ + str(self.quality) + "\t" + \ + self.filters + "\t" + \ + self.info + + if self.hasGenotypes and not removeGenotypes: record += self.genotypeString + + record += "\n" + + return record + +# Close the vcf file. + def closeVcf(self, filename): + self.filehandle.close() + +# Define error messages for different handled errors. + def generalError(self, text, field, fieldValue): + print >> sys.stderr, "\nError encountered when attempting to read:" + print >> sys.stderr, "\treference sequence :\t", self.referenceSequence + print >> sys.stderr, "\tposition :\t\t", self.position + if field != "": print >> sys.stderr, "\t", field, ":\t", fieldValue + print >> sys.stderr, "\n", text + exit(1)