def idst_2d_ref(x, **kwargs):
""" used as a reference in testing idst2. """
x = np.array(x, copy=True)
for row in range(x.shape[0]):
x[row, :] = idst(x[row, :], **kwargs)
for col in range(x.shape[1]):
x[:, col] = idst(x[:, col], **kwargs)
return x
def idst_2d_ref(x, **kwargs):
"""Calculate reference values for testing idst2."""
x = np.array(x, copy=True)
for row in range(x.shape[0]):
x[row, :] = idst(x[row, :], **kwargs)
for col in range(x.shape[1]):
x[:, col] = idst(x[:, col], **kwargs)
return x
def idst_2d_ref(x, **kwargs):
"""Calculate reference values for testing idst2."""
x = np.array(x, copy=True)
for row in range(x.shape[0]):
x[row, :] = idst(x[row, :], **kwargs)
for col in range(x.shape[1]):
x[:, col] = idst(x[:, col], **kwargs)
return x
def idst_2d_ref(x, **kwargs):
""" used as a reference in testing idst2. """
x = np.array(x, copy=True)
for row in range(x.shape[0]):
x[row, :] = idst(x[row, :], **kwargs)
for col in range(x.shape[1]):
x[:, col] = idst(x[:, col], **kwargs)
return x
def test_definition(self):
for i in FFTWDATA_SIZES:
xr, yr, dt = fftw_dst_ref(self.type, i, self.rdt)
x = idst(yr, type=self.type)
if self.type == 1:
x /= 2 * (i + 1)
else:
x /= 2 * i
assert_equal(x.dtype, dt)
# XXX: we divide by np.max(x) because the tests fail otherwise. We
# should really use something like assert_array_approx_equal. The
# difference is due to fftw using a better algorithm w.r.t error
# propagation compared to the ones from fftpack.
assert_array_almost_equal(x / np.max(x), xr / np.max(x), decimal=self.dec, err_msg="Size %d failed" % i)
def test_definition(self):
for i in FFTWDATA_SIZES:
xr, yr, dt = fftw_dst_ref(self.type, i, self.rdt)
x = idst(yr, type=self.type)
if self.type == 1:
x /= 2 * (i+1)
else:
x /= 2 * i
assert_equal(x.dtype, dt)
# XXX: we divide by np.max(x) because the tests fail otherwise. We
# should really use something like assert_array_approx_equal. The
# difference is due to fftw using a better algorithm w.r.t error
# propagation compared to the ones from fftpack.
assert_array_almost_equal(x / np.max(x), xr / np.max(x), decimal=self.dec,
err_msg="Size %d failed" % i)
def test_idst_complex(self):
y = idst(np.arange(5) * 1j)
x = 1j * idst(np.arange(5))
assert_array_almost_equal(x, y)
def test_idst_complex(self):
y = idst(np.arange(5) * 1j)
x = 1j * idst(np.arange(5))
assert_array_almost_equal(x, y)