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SIM-LT.py
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SIM-LT.py
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import networkx as nx
from time import time
from graphGeneration import Cora, CiteSeer, PubMed, connSW, ER, coms, photo
from IM import eigen, degree, Netshield, SoboldegLT, SoboleigenLT, SobolNSLT, greedyLT
from score import effectLT
g, config = Cora()
print("Cora graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('Simulation Greedy')
start = time()
set = greedyLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = CiteSeer()
print("CiteSeer graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = PubMed()
print("PubMed graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = ER()
print("ER graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = connSW()
print("SW graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = coms()
print("Computer graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('-------------------------------------------------------------------------------')
g, config = photo()
print("Photo graph is on.")
print(nx.info(g))
print('------------------------------------------------')
print('degree')
start = time()
set = degree(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboldegree')
start = time()
set = SoboldegLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('eigen-centrality')
start = time()
set = eigen(g,config,5)
end = time()
print('time: ', end - start)
ie = effectLT(g, config, set)
print('IE:', ie)
print('------------------------------------------------')
print('soboleigen')
start = time()
set = SoboleigenLT(g,config,5)
end = time()
print("time: ", end-start)
ie = effectLT(g, config, set)
print('IE:', ie)