import numpy as np from pyecsca.sca import ( Trace, filter_lowpass, filter_highpass, filter_bandpass, filter_bandstop, ) from .utils import Plottable class FilterTests(Plottable): def setUp(self): self._trace = Trace( np.array( [5, 12, 15, 13, 15, 11, 7, 2, -4, -8, -10, -8, -13, -9, -11, -8, -5], dtype=np.dtype("i1"), ), None, ) def test_lowpass(self): result = filter_lowpass(self._trace, 100, 20) self.assertIsNotNone(result) self.assertEqual(len(self._trace.samples), len(result.samples)) self.plot(self._trace, result) def test_highpass(self): result = filter_highpass(self._trace, 128, 20) self.assertIsNotNone(result) self.assertEqual(len(self._trace.samples), len(result.samples)) self.plot(self._trace, result) def test_bandpass(self): result = filter_bandpass(self._trace, 128, 20, 60) self.assertIsNotNone(result) self.assertEqual(len(self._trace.samples), len(result.samples)) self.plot(self._trace, result) def test_bandstop(self): result = filter_bandstop(self._trace, 128, 20, 60) self.assertIsNotNone(result) self.assertEqual(len(self._trace.samples), len(result.samples)) self.plot(self._trace, result)