else:
result = sm.dg(root + name, cll, sys.argv[3], b, s,
wtolu, ukk, zipf, stype)
else:
if stype == 3 and type(zipf) == float and zipf < 0:
result = sm.dg4(root + name, cll, b, s, p, wtolu, ltow,
ukk, vecu)
else:
result = sm.dg2(root + name, cll, sys.argv[3], b, s,
wtolu, ukk, zipf, vecu, stype)
dlu = np.array([10.0 for i in range(0, len(result) - 1)])
mt = []
sim = []
for i in range(0, len(result) - 1):
if count == 6:
vect[i] = sm.vecof(result[i], a, wtola, akk)
mt.append(vect[i].max())
sim.append(attack.simatt(result[i], pu))
vecut[i] = sm.vecof0(result[i], b, s, wtolu, ukk)
else:
vecr = sm.vecof(result[i], a, wtola, akk)
mt.append(vecr.max())
sim.append(attack.simatt(result[i], pu))
vecur = sm.vecof0(result[i], b, s, wtolu, ukk)
for j in range(0, len(result) - 1):
dlt = spatial.distance.cosine(vecur, vecu[j])
if (dlt < dlu[i]):
dlu[i] = dlt
vecut[i] = vecu[j]
vecut[i] = (vecur + vecut[i] * count) / (count + 1)
for i in range(0, len(result) - 1):
if dtype == 1:
result = sm.dg5(root + name, sys.argv[3], None, None, dummylen, b,
s, wtolu, ukk, stype)
elif stype == 3 and type(zipf) == float and zipf < 0:
result = sm.dg3(root + name, cll, b, s, p, wtolu, ltow, ukk)
elif stype == 3:
result = sm.dg(root + name, cll, sys.argv[3], b, s, wtolu, ukk,
zipf, stype)
else:
result = sm.dg(root + name, cll, sys.argv[3], b, None, wtolu, ukk,
zipf, stype)
mt = []
t = []
for i in range(0, len(result) - 1):
if atype == 2:
vec = sm.vecof(result[i], a, wtola, akk)
vec = vec.max()
elif atype == 3:
vec = sm.prq(result[i], a, sa, wtola, akk)
mt.append(vec)
total = total + 1
if np.array(mt).argmax() == int(result[-1]):
mthit = mthit + 1
if np.array(mt).argmin() == int(result[-1]):
mtls = mtls + 1
#if otype == 1:
# print "mt:",mt
# print result[-1]
# print "mthit:"+str(mthit)," mtls:"+str(mtls)," total:"+str(total)
print 'usernum:', usernum