def ReadGraphs(self, pathToGraphs):
os.chdir(pathToGraphs)
for file in glob.glob('*.gml'):
print 'Reading file: {0}'.format(file)
graphName = os.path.splitext(file)[0]
self.graphs[graphName] = gmlReader.read_gml(file)
self.featuresByGraph[graphName] = []
def BuildAllFeatures(self, pathToGraphs):
os.chdir(pathToGraphs)
files = glob.glob('*.gml')
numFiles = len(files)
for file in files:
print numFiles
numFiles -= 1
print 'Reading file: {0}'.format(file)
g = gmlReader.read_gml(file)
print 'Building features for file: {0}'.format(file)
self.features.append(self.BuildFeatures(g))
print 'Building labels for file: {0}'.format(file)
self.labels.append(self.LabelFeature(g))
gc.collect()
self.features = np.array(self.features)
self.labels = np.array(self.labels)