Example #1
0
def main():
    #Parse the inputs args/options
    parser = OptionParser(usage="usage: inputSamFile referenceFastaFile outputVcfFile [options]", 
                          version="%prog 0.1")
    
    #Options
    parser.add_option("--noMargin", dest="noMargin", help="Do not marginalise over the read \
    alignments, rather use the input alignment to call the variants (this will be faster)", 
                      default=False, action="store_true")
    parser.add_option("--alignmentModel", default=os.path.join(pathToBaseNanoporeDir(), 
                                                          "src", "margin", "mappers", "last_hmm_20.txt"), 
                     help="The model to use in realigning the reads to the reference.")
    parser.add_option("--errorModel", default=os.path.join(pathToBaseNanoporeDir(), 
                                                          "src", "margin", "mappers", "last_hmm_20.txt"), 
                     help="The model to use in calculating the difference between the predicted true reference and the reads.")
    parser.add_option("--maxAlignmentLengthPerJob", default=7000000, 
                     help="Maximum total alignment length of alignments to include in one posterior prob calculation job.", 
                     type=int)
    parser.add_option("--threshold", default=0.3, 
                     help="The posterior probability threshold for a non-reference base above which to report a variant.", 
                     type=float)
    
    #Add the jobTree options
    Stack.addJobTreeOptions(parser)
    
    #Parse the options/arguments
    options, args = parser.parse_args()
    
    #Setup logging
    setLoggingFromOptions(options)
    
    #Print help message if no input
    if len(sys.argv) == 1:
        parser.print_help()
        sys.exit(0)
    
    #Exit if the arguments are not what we expect
    if len(args) != 3:
        raise RuntimeError("Expected three arguments, got: %s" % " ".join(args))
    
    print options.errorModel
    print options.threshold
    
    #This line invokes jobTree  
    i = Stack(Target.makeTargetFn(fn=marginCallerTargetFn, args=(args[0], args[1], args[2], options))).startJobTree(options) 
        
    #The return value of the jobtree script is the number of failed jobs. If we have any then
    #report this.       
    if i != 0:
        raise RuntimeError("Got failed jobs")
Example #2
0
def main():
    #Parse the inputs args/options
    parser = OptionParser(usage="usage: inputFastqFile referenceFastaFile outputSamFile [options]", 
                          version="%prog 0.1")
    
    #Options
    parser.add_option("--em", dest="em", 
                      help="Run expectation maximisation (EM)",
                      default=False, action="store_true")
    ##Most people would not want to use the following, but I put them here for debug purposes
    parser.add_option("--bwa", dest="bwa", help="Use BWA instead of LAST", 
                      default=False, action="store_true")
    parser.add_option("--graphmap", dest="graphmap", help="Use GraphMap instead of LAST", 
                      default=False, action="store_true")
    parser.add_option("--graphmapanchor", dest="graphmapanchor", help="Use GraphMap with anchor alignment instead of LAST", 
                      default=False, action="store_true")
    parser.add_option("--noRealign", dest="noRealign", help="Don't run any realignment step", 
                      default=False, action="store_true")
    parser.add_option("--noChain", dest="noChain", help="Don't run any chaining step", 
                      default=False, action="store_true")
    parser.add_option("--gapGamma", dest="gapGamma", help="Set the gap gamma for the AMAP function", 
                      default=0.5, type=float)
    parser.add_option("--matchGamma", dest="matchGamma", help="Set the match gamma for the AMAP function", 
                      default=0.0, type=float)
    
    #Add the cPecan expectation maximisation options
    options = cPecan.cPecanEm.Options()
    options.inputModel = os.path.join(pathToBaseNanoporeDir(), "src", "margin", "mappers", "last_hmm_20.txt")
    options.modelType="fiveStateAsymmetric" #"threeStateAsymmetric"
    options.optionsToRealign="--diagonalExpansion=10 --splitMatrixBiggerThanThis=300" 
    options.randomStart = True
    options.trials = 3
    options.outputTrialHmms = True
    options.iterations = 100
    options.maxAlignmentLengthPerJob=700000
    options.maxAlignmentLengthToSample = 50000000
    #options.outputXMLModelFile = outputModel + ".xml"
    #options.updateTheBand = True
    #options.useDefaultModelAsStart = True
    #options.setJukesCantorStartingEmissions=0.3
    options.trainEmissions=True
    #options.tieEmissions = True
    addExpectationMaximisationOptions(parser, options)
    
    #Add the jobTree options
    Stack.addJobTreeOptions(parser)
    
    #Parse the options/arguments
    options, args = parser.parse_args()
    
    #Setup logging
    setLoggingFromOptions(options)
    
    #Print help message if no input
    if len(sys.argv) == 1:
        parser.print_help()
        sys.exit(0)
    
    #Exit if the arguments are not what we expect
    if len(args) != 3:
        raise RuntimeError("Expected three arguments, got: %s" % " ".join(args))
    
    #Set the mapper
    if options.noRealign:
        if options.noChain: # i.e. --noChain --noRealign
            # mapper = Bwa if options.bwa else Last
            mapper = Last;
            if (options.bwa):
                mapper = Bwa;
            if (options.graphmap):
                mapper = GraphMap;
            if (options.graphmapanchor):
                mapper = GraphMapAnchor;
        else: # i.e. --noRealign
            # mapper = BwaChain if options.bwa else LastChain
            mapper = LastChain;
            if (options.bwa):
                mapper = BwaChain;
            if (options.graphmap):
                mapper = GraphMapChain;
            if (options.graphmapanchor):
                mapper = GraphMapAnchorChain;
    else:
        # mapper = BwaRealign if options.bwa else LastRealign
        mapper = LastRealign;
        if (options.bwa):
            mapper = BwaRealign;
        if (options.graphmap):
            mapper = GraphMapRealign;
        if (options.graphmapanchor):
            mapper = GraphMapAnchorRealign;
    
    #This line invokes jobTree  
    i = Stack(mapper(readFastqFile=args[0], referenceFastaFile=args[1], outputSamFile=args[2], 
                     options=options)).startJobTree(options) 
        
    #The return value of the jobtree script is the number of failed jobs. If we have any then
    #report this.       
    if i != 0:
        raise RuntimeError("Got failed jobs")
Example #3
0
 def getFile(self, file):
     return os.path.join(pathToBaseNanoporeDir(), file)
Example #4
0
def main():
    #Parse the inputs args/options
    parser = OptionParser(usage="usage: inputFastqFile referenceFastaFile outputSamFile [options]", 
                          version="%prog 0.1")
    
    #Options
    parser.add_option("--em", dest="em", 
                      help="Run expectation maximisation (EM)",
                      default=False, action="store_true")
    ##Most people would not want to use the following, but I put them here for debug purposes
    parser.add_option("--bwa", dest="bwa", help="Use BWA instead of LAST", 
                      default=False, action="store_true")
    parser.add_option("--noRealign", dest="noRealign", help="Don't run any realignment step", 
                      default=False, action="store_true")
    parser.add_option("--noChain", dest="noChain", help="Don't run any chaining step", 
                      default=False, action="store_true")
    parser.add_option("--gapGamma", dest="gapGamma", help="Set the gap gamma for the AMAP function", 
                      default=0.5, type=float)
    parser.add_option("--matchGamma", dest="matchGamma", help="Set the match gamma for the AMAP function", 
                      default=0.0, type=float)
    
    #Add the cPecan expectation maximisation options
    options = cPecan.cPecanEm.Options()
    options.inputModel = os.path.join(pathToBaseNanoporeDir(), "src", "margin", "mappers", "last_hmm_20.txt")
    options.modelType="fiveStateAsymmetric" #"threeStateAsymmetric"
    options.optionsToRealign="--diagonalExpansion=10 --splitMatrixBiggerThanThis=300" 
    options.randomStart = True
    options.trials = 3
    options.outputTrialHmms = True
    options.iterations = 100
    options.maxAlignmentLengthPerJob=700000
    options.maxAlignmentLengthToSample = 50000000
    #options.outputXMLModelFile = outputModel + ".xml"
    #options.updateTheBand = True
    #options.useDefaultModelAsStart = True
    #options.setJukesCantorStartingEmissions=0.3
    options.trainEmissions=True
    #options.tieEmissions = True
    addExpectationMaximisationOptions(parser, options)
    
    #Add the jobTree options
    Stack.addJobTreeOptions(parser)
    
    #Parse the options/arguments
    options, args = parser.parse_args()
    
    #Setup logging
    setLoggingFromOptions(options)
    
    #Print help message if no input
    if len(sys.argv) == 1:
        parser.print_help()
        sys.exit(0)
    
    #Exit if the arguments are not what we expect
    if len(args) != 3:
        raise RuntimeError("Expected three arguments, got: %s" % " ".join(args))
    
    #Set the mapper
    if options.noRealign:
        if options.noChain: # i.e. --noChain --noRealign
            mapper = Bwa if options.bwa else Last
        else: # i.e. --noRealign
            mapper = BwaChain if options.bwa else LastChain
    else:
        mapper = BwaRealign if options.bwa else LastRealign
    
    #This line invokes jobTree  
    i = Stack(mapper(readFastqFile=args[0], referenceFastaFile=args[1], outputSamFile=args[2], 
                     options=options)).startJobTree(options) 
        
    #The return value of the jobtree script is the number of failed jobs. If we have any then
    #report this.       
    if i != 0:
        raise RuntimeError("Got failed jobs")
Example #5
0
 def getFile(self, file):
     return os.path.join(pathToBaseNanoporeDir(), file)