def testDecoding(self):
s = ScalarEncoder(1,1,3,n=3, name='idx', forced=True)
v = VectorEncoder(3, s, typeCastFn=float)
data=[1,2,3]
enc = v.encode(data)
#decode
dec = v.decode(enc)
print "decoded=", dec
res= v.getData(dec)
self.assertEqual(data, res, "Decoded data not equal to original")
def testEncoding(self):
s = ScalarEncoder(1,1,3,n=3, name='idx', forced=True)
v = VectorEncoder(3, s, typeCastFn=float)
data=[1,2,3]
print "data=", data
# encode
enc = v.encode(data)
print "encoded=", enc
correct = [1,0,0,0,1,0,0,0,1]
self.assertTrue((enc==correct).all(), "Did not encode correctly")
