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from unittest import TestCase
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)
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