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import recovery, fft | ||
import random | ||
import time | ||
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def test_zpoly(): | ||
for i in range(255): | ||
indices = [] | ||
for j in range(8): | ||
if (i >> j) % 2: | ||
indices.append(j) | ||
z = recovery.zpoly(indices, 337, 111) | ||
evals = fft.fft(z, 337, 111) | ||
for x in range(8): | ||
if x in indices: | ||
assert evals[x] == 0 | ||
else: | ||
assert evals[x] != 0 | ||
print("Passed exhaustive test at size 8") | ||
modulus = 2**256 - 2**32 * 351 + 1 | ||
nonresidue = 7 | ||
for L in range(3, 13): | ||
indices = list(set([random.randrange(2**L) for i in range(2**(L-1))])) | ||
root_of_unity = pow(nonresidue, (modulus-1)//(2**L), modulus) | ||
a = time.time() | ||
z = recovery.zpoly(indices, modulus, root_of_unity) | ||
print('Zpoly of size %d done in time %.4f' % (2**L, time.time() - a)) | ||
evals = fft.fft(z, modulus, root_of_unity) | ||
for x in range(L): | ||
if x in indices: | ||
assert evals[x] == 0 | ||
else: | ||
assert evals[x] != 0 | ||
print("Passed expansive test") | ||
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def test_recovery(): | ||
for i in range(256): | ||
indices = [] | ||
for j in range(8): | ||
if (i >> j) % 2: | ||
indices.append(j) | ||
if len(indices) > 4: | ||
continue | ||
data = fft.fft([random.randrange(337) for i in range(4)], 337, 111) | ||
erased_data = [data[i] if i not in indices else None | ||
for i in range(8)] | ||
outdata = recovery.erasure_code_recover(erased_data, 337, 111) | ||
assert data == outdata | ||
print("Passed exhaustive test at size 8") | ||
modulus = 2**256 - 2**32 * 351 + 1 | ||
nonresidue = 7 | ||
for L in range(3, 13): | ||
root_of_unity = pow(nonresidue, (modulus-1)//(2**L), modulus) | ||
data = fft.fft([random.randrange(modulus) for i in range(2**(L-1))], | ||
modulus, root_of_unity) | ||
indices = {} | ||
while len(indices) < (2**L * 3 // 8): | ||
indices[random.randrange(2**L)] = True | ||
indices = sorted(list(indices)) | ||
erased_data = [data[i] if i not in indices else None | ||
for i in range(2**L)] | ||
a = time.time() | ||
outdata = recovery.erasure_code_recover( | ||
erased_data, modulus, root_of_unity | ||
) | ||
assert outdata == data | ||
print("Recovery in dataset of size %i done in time %.4f" % | ||
(2**L, time.time() - a)) | ||
print("Passed expansive test") | ||
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if __name__ == '__main__': | ||
test_zpoly() | ||
test_recovery() |