def test_simple_matching(self):
dg = tn.DynGraphSN.graph_socioPatterns2012()
dg = dg.aggregate_sliding_window(60 * 60 * 24)
coms = DCD.iterative_match(dg)
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")
def test_k_cliques(self):
dg = tn.DynGraphSN.graph_socioPatterns2012()
dg = dg.aggregate_sliding_window(60 * 60 * 24)
coms = DCD.rollingCPM(dg)
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")
def test_mucha(self):
dg = tn.graph_socioPatterns2012(tn.DynGraphSN)
dg = dg.aggregate_sliding_window(60 * 60 * 24)
coms = DCDextern.transversal_network_mucha_original(dg)
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")
def test_dynamo(self):
dg = tn.graph_socioPatterns2012(tn.DynGraphSN)
dg = dg.aggregate_time_period("day")
coms = DCDextern.dynamo(dg)
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")
def test_survival_graph(self):
dg = tn.graph_socioPatterns2012(tn.DynGraphSN)
dg = dg.aggregate_sliding_window(60 * 60 * 24)
coms = DCD.label_smoothing(dg)
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")
def test_smoothed(self):
dg = tn.DynGraphSN.graph_socioPatterns2012()
dg = dg.aggregate_sliding_window(60 * 60 * 24)
coms = DCD.match_survival_graph(
dg,
CDalgo="smoothedLouvain",
match_function=lambda x, y: len(x & y) / len(x | y))
tn.write_com_SN(coms, "testDir")
shutil.rmtree("testDir")