# print "Num Edges - "+str(nx.number_of_edges(original))
#print "Center of the graph "+str(nx.center(G_))
# print "Eccentricity - "+str(nx.diameter(original))
# print "Radius - "+str(nx.radius(original))
if ground_truth == 0:
partition_ground_truth = community.best_partition(
nx.Graph(original))
snapshotCommunities(
args.input_directory_stem + 'output-prefix.t0000' + str(i),
partition_ground_truth)
partition_set = se.ReadInData(args.input_directory_stem +
'output-prefix.t0000' + str(i) +
'.comms')
partition_ground_truth = se.partitionFromFile(
args.input_directory_stem + 'output-prefix.t0000' + str(i) +
'.comms', ' ')
print "Modularity - " + str(
community.modularity(partition_ground_truth, original))
#draw graph
# count = 0
# pos = nx.spring_layout(original)
# colors = ['#660066' ,'#eeb111' ,'#4bec13' ,'#d1d1d1' ,'#a3a3a3' ,'#c39797' ,'#a35f0c' ,'#5f0ca3' ,'#140ca3' ,'#a30c50' ,'#a30c50' ,'#0ca35f' ,'#bad8eb' ,'#ffe5a9' ,'#f5821f' ,'#00c060' ,'#00c0c0' ,'#b0e0e6' ,'#999999' ,'#ffb6c1' ,'#6897bb']
# for com in set(partition_ground_truth.values()) :
# count = count + 1
# list_nodes = [nodes for nodes in partition_ground_truth.keys() if partition_ground_truth[nodes] == com]
# nx.draw_networkx_nodes(original, pos, list_nodes, node_color = colors[count-1])
# numNodes = len(nx.nodes(original))
# print "For Original Network"
# print "Num Edges - "+str(nx.number_of_edges(original))
#print "Center of the graph "+str(nx.center(G_))
# print "Eccentricity - "+str(nx.diameter(original))
# print "Radius - "+str(nx.radius(original))
if ground_truth == 0:
partition_ground_truth = community.best_partition(
nx.Graph(original))
else:
partition_set = se.ReadInData('original_snapshot/' +
'output-prefix.t0000' + str(i) +
'.comms')
partition_ground_truth = se.partitionFromFile(
'original_snapshot/' + 'output-prefix.t0000' + str(i) +
'.comms', ' ')
print "Modularity - " + str(
community.modularity(partition_ground_truth, original))
#draw graph
#==============================================================================
# count = 0
# pos = nx.spring_layout(original)
# colors = ['#660066' ,'#eeb111' ,'#4bec13' ,'#d1d1d1' ,'#a3a3a3' ,'#c39797' ,'#a35f0c' ,'#5f0ca3' ,'#140ca3' ,'#a30c50' ,'#a30c50' ,'#0ca35f' ,'#bad8eb' ,'#ffe5a9' ,'#f5821f' ,'#00c060' ,'#00c0c0' ,'#b0e0e6' ,'#999999' ,'#ffb6c1' ,'#6897bb']
# for com in set(partition.values()) :
# count = count + 1
# list_nodes = [nodes for nodes in partition.keys() if partition[nodes] == com]
# nx.draw_networkx_nodes(original, pos, list_nodes, node_color = colors[count-1])
#