def test_ready(N, p):
#tests ready(M)
M = SVD.prepare(N, p)
rMin, OptM = SVD.APIndexCode(M)
size = ready(OptM)
print(size)
#test_ready(10, .3)
def test(N):
#test SVD decoding with APIC
p = .3
M = SVD.prepare(N, p)
T = np.random.rand(N, 1)
print(T)
[Rmin, OptM] = SVD.APIndexCode(M)
print(Rmin)
X = SVDenc(OptM, T, Rmin)
A = np.zeros((N, N))
for i in range(N):
for j in range(N):
if M[i][j] > .001 and M[i][j] != 1:
A[i][j] = T[j][0]
message = []
for i in range(N):
t = SVDdec(OptM, X, i, A[i][:])
message.append(t)
print(message)
