def main(args):
if not args.absolutePaths:
dataDir = os.path.join(root, args.dataDir)
labelDir = os.path.join(root, args.labelDir)
else:
dataDir = args.dataDir
labelDir = args.labelDir
# The following params are used in NAB scoring, but defined here because they
# impact the labeling process -- i.e. windows cannot exist in the probationary
# period.
windowSize = 0.10
probationaryPercent = 0.15
print "Getting Corpus"
corpus = Corpus(dataDir)
print "Creating LabelCombiner"
labelCombiner = LabelCombiner(labelDir, corpus,
args.threshold, windowSize,
probationaryPercent, args.verbosity)
print "Combining Labels"
labelCombiner.combine()
print "Writing combined labels files"
labelCombiner.write(args.combinedLabelsPath, args.combinedWindowsPath)
print "Attempting to load objects as a test"
corpusLabel = CorpusLabel(args.combinedWindowsPath, corpus)
corpusLabel.validateLabels()
print "Successfully combined labels!"
print "Resulting windows stored in:", args.combinedWindowsPath
