source: python/tests/test_dct.py @ 95e3cba

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Last change on this file since 95e3cba was 95e3cba, checked in by Paul Brossier <piem@piem.org>, 6 years ago

python/tests/test_dct.py: use float_type

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1#! /usr/bin/env python
2
3
4import numpy as np
5from numpy.testing import TestCase, assert_almost_equal
6import aubio
7
8precomputed_arange = [ 9.89949512, -6.44232273,  0., -0.67345482, 0.,
9        -0.20090288, 0., -0.05070186]
10
11precomputed_some_ones = [ 4.28539848,  0.2469689,  -0.14625292, -0.58121818,
12        -0.83483052, -0.75921834, -0.35168475,  0.24087936,
13        0.78539824, 1.06532764,  0.97632152,  0.57164496, 0.03688532,
14        -0.39446154, -0.54619485, -0.37771079]
15
16class aubio_dct(TestCase):
17
18    def test_init(self):
19        """ test that aubio.dct() is created with expected size """
20        a_dct = aubio.dct()
21        self.assertEqual(a_dct.size, 1024)
22
23    def test_arange(self):
24        """ test that dct(arange(8)) is computed correctly
25
26        >>> from scipy.fftpack import dct
27        >>> a_in = np.arange(8).astype(aubio.float_type)
28        >>> precomputed = dct(a_in, norm='ortho')
29        """
30        N = len(precomputed_arange)
31        a_dct = aubio.dct(8)
32        a_in = np.arange(8).astype(aubio.float_type)
33        a_expected = aubio.fvec(precomputed_arange)
34        assert_almost_equal(a_dct(a_in), a_expected, decimal=6)
35
36    def test_some_ones(self):
37        """ test that dct(somevector) is computed correctly """
38        a_dct = aubio.dct(16)
39        a_in = np.ones(16).astype(aubio.float_type)
40        a_in[1] = 0
41        a_in[3] = np.pi
42        a_expected = aubio.fvec(precomputed_some_ones)
43        assert_almost_equal(a_dct(a_in), a_expected, decimal=6)
44
45    def test_reconstruction(self):
46        """ test that some_ones vector can be recontructed """
47        a_dct = aubio.dct(16)
48        a_in = np.ones(16).astype(aubio.float_type)
49        a_in[1] = 0
50        a_in[3] = np.pi
51        a_dct_in = a_dct(a_in)
52        a_dct_reconstructed = a_dct.rdo(a_dct_in)
53        assert_almost_equal(a_dct_reconstructed, a_in, decimal=6)
54
55    def test_negative_size(self):
56        """ test that creation fails with a negative size """
57        with self.assertRaises(ValueError):
58            aubio.dct(-1)
59
60    def test_wrong_size(self):
61        """ test that creation fails with a non power-of-two size """
62        # supports for non 2** fft sizes only when compiled with fftw3
63        size = 13
64        try:
65            with self.assertRaises(RuntimeError):
66                aubio.dct(size)
67        except AssertionError:
68            self.skipTest('creating aubio.dct with size %d did not fail' % size)
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