import numpy as np from pyecsca.sca import Trace, match_pattern, match_part, pad def test_simple_match(plot): pattern = Trace( np.array([1, 15, 12, -10, 0, 13, 17, -1, 0], dtype=np.dtype("i1")), None ) base = Trace( np.array( [0, 1, 3, 1, 2, -2, -3, 1, 15, 12, -10, 0, 13, 17, -1, 0, 3, 1], dtype=np.dtype("i1"), ), None, ) filtered = match_part(base, 7, 9) assert filtered == [7] plot(base=base, pattern=pad(pattern, (filtered[0], 0))) def test_multiple_match(plot): pattern = Trace( np.array([1, 15, 12, -10, 0, 13, 17, -1, 0], dtype=np.dtype("i1")), None ) base = Trace( np.array( [ 0, 1, 3, 1, 2, -2, -3, 1, 18, 10, -5, 0, 13, 17, -1, 0, 3, 1, 2, 5, 13, 8, -8, 1, 11, 15, 0, 1, 5, 2, 4, ], dtype=np.dtype("i1"), ), None, ) filtered = match_pattern(base, pattern, 0.9) assert filtered == [7, 19] plot( base=base, pattern1=pad(pattern, (filtered[0], 0)), pattern2=pad(pattern, (filtered[1], 0)), )