chengjunjia / pcg Goto Github PK

赫哥的1M规则集，存在末尾为0,1的问题；
统一格式后分析结果。

对于PC_Visor的TSS代码，运行得到其平均access time的次数。（每个bucket下的item个数的均值、一共有多少组）
然后增加规则mark，再运行得到平均access time的次数。

首先得到Matrix结果

def getRuleMatrix(filename):
global logger
rs = pc.load_rules(filename)
start = time.time()
logger.info("="*50)
# Convert rules into the policySpace
rsPolicySpaceList = []
for r in rs:
cur_rule = PolicySpace([HyperRect(deepcopy(r[:5]))])
rsPolicySpaceList.append(cur_rule)
ruleNum = len(rsPolicySpaceList)
logger.info("Finish the PolicySpace Analysis.")
# init the matrix
result = np.matlib.eye(n=ruleNum, dtype=int)
for i in range(1, ruleNum):
curRule = rsPolicySpaceList[i]
for j in range(0, i):
cmpRule = rsPolicySpaceList[j]
if not curRule.and(cmpRule): # curRule /\ cmpRule == None
continue
else:
result[i,j] = result[j,i] = 1
end = time.time()
logger.info("The time runs for {total_time}s".format(total_time=end-start))
return result