1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
|
### pyhegp --- Homomorphic encryption of genotypes and phenotypes
### Copyright © 2025 Arun Isaac <arunisaac@systemreboot.net>
###
### This file is part of pyhegp.
###
### pyhegp is free software: you can redistribute it and/or modify it
### under the terms of the GNU General Public License as published by
### the Free Software Foundation, either version 3 of the License, or
### (at your option) any later version.
###
### pyhegp is distributed in the hope that it will be useful, but
### WITHOUT ANY WARRANTY; without even the implied warranty of
### MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
### General Public License for more details.
###
### You should have received a copy of the GNU General Public License
### along with pyhegp. If not, see <https://www.gnu.org/licenses/>.
from hypothesis import given, settings, strategies as st
from hypothesis.extra.numpy import arrays, array_shapes
import numpy as np
from pytest import approx
from pyhegp import hegp_encrypt, hegp_decrypt, random_key
@given(st.one_of(
arrays("int32",
array_shapes(min_dims=2, max_dims=2, min_side=2, max_side=200),
elements=st.integers(min_value=0, max_value=2)),
# The array above is the only realistic input, but we test more
# kinds of inputs for good measure.
arrays("int32",
array_shapes(min_dims=2, max_dims=2, min_side=2, max_side=200),
elements=st.integers(min_value=0, max_value=100)),
arrays("float64",
array_shapes(min_dims=2, max_dims=2, min_side=2, max_side=200),
elements=st.floats(min_value=0, max_value=100)))
)
@settings(deadline=None)
def test_hegp_encryption_decryption_are_inverses(plaintext):
rng = np.random.default_rng()
key = random_key(rng, len(plaintext))
# FIXME: We don't use maf at the moment.
maf = None
assert hegp_decrypt(hegp_encrypt(plaintext, maf, key), key) == approx(plaintext)
|