def process(self, directory, output, feature_type):
start = datetime.datetime.now()
for root, subFolders, filenames in os.walk(directory):
for filename in fnmatch.filter(filenames, self.h5Regex):
candfile = os.path.join(root, filename)
cand = Candidate.load_hdf5(str(candfile))
fe = FeatureExtractor()
features = fe.getfeatures(cand, feature_type)
features.append("?")
self.storeFeature(features,candfile)
outputText = ""
for f in self.FeatureStore:
outputText += f + "\n"
outputFile = open(output, 'a')
outputFile.write(str(outputText))
outputFile.close()
end = datetime.datetime.now()
print 'Processing time = ',str(end-start)
