def test_ampd_peaks():
x = np.sin(np.arange(0, 20*np.pi, np.pi/20))
noise = np.random.sample(size=x.shape)/100 # test with just a little noise
actual_peaks = signal.argrelmax(x)[0]
detected_peaks = discrete.ampd_peaks(x + noise)
assert set(detected_peaks) - set(actual_peaks) == set()
# Grant forgiveness for first and last peaks.
assert set(actual_peaks) - set(detected_peaks) - {actual_peaks[0], actual_peaks[-1]} == set()
def test_ampd_peaks_bad_input():
with pytest.raises(ValueError):
discrete.ampd_peaks(np.random.sample((10, 10)))