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if __name__ == "__main__": | |
banks = [] | |
with open('#BankData','rb') as data: | |
reader = csv.reader(data) | |
for datum in reader: | |
# Datum = ['Bank name', 'Assets', 'Deposits'] | |
bank = Bank(datum[0], datum[1], datum[2]) | |
banks.append(bank) | |
interbankNetwork = InterbankNetwork(banks) | |
Results = [] | |
for i in range(1000000): | |
interbankNetwork.constructNetwork() | |
interbankNetwork.startShock(10) | |
Results.append(interbankNetwork.analyzeNetwork()) | |
interbankNetwork.resetNetwork() | |
print "Links, Avg links per bank, #Results, Avg Banks Shocked, Avg Max Shock, Avg Min Shock, Max Max Shock, Max Min Shock, Stdev Banks Shocked, Stdev Max Shock, Stdev Min Shock" | |
for links in range(2700): | |
totalResults = 0 | |
# Once off count metrics | |
avgTotalShocked = 0.0 | |
avgMaxShock = 0.0 | |
avgMinShock = 0.0 | |
maxMaxShock = 0.0 | |
maxMinShock = 1.0 | |
for result in Results: | |
if result.numLinks == links: | |
totalResults = totalResults + 1 | |
avgTotalShocked = avgTotalShocked + result.totalShocked | |
avgMaxShock = avgMaxShock + result.maxShock | |
avgMinShock = avgMinShock + result.minShock | |
if result.maxShock > maxMaxShock: | |
maxMaxShock = result.maxShock | |
if result.minShock < maxMinShock: maxMinShock = result.minShock if totalResults > 0: | |
avgTotalShocked = avgTotalShocked / totalResults | |
avgMaxShock = avgMaxShock / totalResults | |
avgMinShock = avgMinShock / totalResults | |
# Standard deviations | |
stdevTotalShocked = 0.0 | |
stdevMaxShock = 0.0 | |
stdevMinShock = 0.0 | |
for result in Results: | |
if result.numLinks == links: | |
stdevTotalShocked = stdevTotalShocked + math.pow((result.totalShocked - avgTotalShocked),2.0) | |
stdevMaxShock = stdevMaxShock + math.pow((result.maxShock - avgMaxShock),2.0) | |
stdevMinShock = stdevMinShock + math.pow((result.minShock - avgMinShock),2.0) | |
stdevTotalShocked = math.sqrt(stdevTotalShocked/totalResults) | |
stdevMaxShock = math.sqrt(stdevMaxShock/totalResults) | |
stdevMinShock = math.sqrt(stdevMinShock/totalResults) | |
print links, ",",(links / 50),",", totalResults,",", avgTotalShocked, | |
",", avgMaxShock,",", avgMinShock,",", maxMaxShock,",", maxMinShock, | |
",",stdevTotalShocked,",",stdevMaxShock,",",stdevMinShock |
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