def test_ifwt2c(self):
from RandomArray import seed, random
seed(13, 17)
X = random((8, 4))
Y = ifwt2(X)
Y = ifwt2(Y)
Y = fwt2(Y)
X1 = fwt2(Y)
assert Numeric.allclose(X - X1, 0)
def test_fwt2c(self):
X = Numeric.ones(8 * 4, Numeric.Float)
X = Numeric.reshape(X, (8, 4))
for i in range(8):
X[i, 0] = 1
X[i, 1] = 2
X[i, 2] = 3
X[i, 3] = 4
Y_ref = Numeric.array(
[
[14.14213562373095, -4.89897948556636, 0.0, -4.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
]
)
Y = fwt2(X)
Y -= Y_ref
assert Numeric.allclose(Y, 0)
def test_fwt2d(self):
X = Numeric.ones(8 * 4, Numeric.Float)
X = Numeric.reshape(X, (8, 4))
for i in range(8):
X[i, 0] = i + 1
X[i, 1] = 1
X[i, 2] = i + 1
X[i, 3] = 2
Y_ref = Numeric.array(
[
[16.97056274847714, -1.93185165257814, 5.63397459621556, 6.3660254037844],
[-4.38134139536131, 0.0, -3.09807621135332, -3.09807621135332],
[0.36602540378444, 0.0, 0.25881904510252, 0.25881904510252],
[-3.83012701892219, 0.0, -2.70830878788570, -2.70830878788570],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[0.0, 0.0, 0.0, 0.0],
[-2.82842712474619, 0.0, -2.0, -2.0],
]
)
Y = fwt2(X)
Y -= Y_ref
assert Numeric.allclose(Y, 0)
def test_big(self):
from RandomArray import seed, random
seed(13, 17)
X = random((1024, 512))
Y = fwt2(X)
X1 = ifwt2(Y)
assert Numeric.allclose(X - X1, 0)
def test_fwt2b(self):
"""Simple 2D test.....
"""
X = Numeric.ones(8 * 4, Numeric.Float)
X = Numeric.reshape(X, (8, 4))
Y = fwt2(X)
Y[0][0] -= sqrt(Numeric.product(Y.shape))
assert Numeric.allclose(Y, 0)