def generating_Training_Graph(self):
if not os.path.exists(
Formating.get_abs_file_path(self.filePathTrainingGraph)):
if self.graph == None:
print "Reading Full graphs", datetime.today()
self.graph = Formating.reading_graph(self.filePathGraph)
print "Generating Trainnig graphs", datetime.today()
self.trainnigGraph = Formating.get_graph_from_period(
self.graph, self.t0, self.t0_)
networkx.write_graphml(
self.trainnigGraph,
Formating.get_abs_file_path(self.filePathTrainingGraph))
else:
print "Reading Trainnig graph", datetime.today()
self.trainnigGraph = Formating.reading_graph(
self.filePathTrainingGraph)
for w_score in self.WeightedScoresChoiced:
w_score[0].graph = self.trainnigGraph
for score in self.ScoresChoiced:
score[0].graph = self.trainnigGraph
for w in self.WeightsChoiced:
w[0].graph = self.trainnigGraph
def generating_Test_Graph(self ):
if not os.path.exists(Formating.get_abs_file_path(self.filePathTestGraph)):
if self.graph == None:
print "Reading Full graphs", datetime.today()
self.graph = Formating.reading_graph(self.filePathGraph)
print "Generating Testing graphs", datetime.today()
self.testGraph = Formating.get_graph_from_period(self.graph, self.t1, self.t1_)
networkx.write_graphml(self.testGraph, Formating.get_abs_file_path(self.filePathTestGraph))
else:
print "Reading testing graph", datetime.today()
self.testGraph = Formating.reading_graph(self.filePathTestGraph)
def generating_Test_Graph(self):
if not os.path.exists(
Formating.get_abs_file_path(self.filePathTestGraph)):
if self.graph == None:
print "Reading Full graphs", datetime.today()
self.graph = Formating.reading_graph(self.filePathGraph)
print "Generating Testing graphs", datetime.today()
self.testGraph = Formating.get_graph_from_period(
self.graph, self.t1, self.t1_)
networkx.write_graphml(
self.testGraph,
Formating.get_abs_file_path(self.filePathTestGraph))
else:
print "Reading testing graph", datetime.today()
self.testGraph = Formating.reading_graph(self.filePathTestGraph)
def generating_Training_Graph(self):
if not os.path.exists(Formating.get_abs_file_path(self.filePathTrainingGraph)):
if self.graph == None:
print "Reading Full graphs", datetime.today()
self.graph = Formating.reading_graph(self.filePathGraph)
print "Generating Trainnig graphs", datetime.today()
self.trainnigGraph = Formating.get_graph_from_period(self.graph, self.t0, self.t0_)
networkx.write_graphml(self.trainnigGraph, Formating.get_abs_file_path(self.filePathTrainingGraph))
else:
print "Reading Trainnig graph", datetime.today()
self.trainnigGraph = Formating.reading_graph(self.filePathTrainingGraph)
for feature in self.featuresChoice:
feature[0].graph = self.trainnigGraph