def testToIntList(self):
ad = adapter.GeneralAdapter(10)
values = 0.1
self.assertEqual(0, ad.toDiscreteValue(values))
values = [0.1, 0.5, 0.6, 1.1, -0.1, 1.6, 9.1, 10.0]
self.assertEqual([0, 0, 1, 1, 0, 2, 9, 9], ad.toDiscreteValue(values))
ad = adapter.GeneralAdapter(3, 1)
values = [0.2, 1.3, 3.1, 3.6, -1.2]
self.assertEqual([1, 1, 3, 3, 1], ad.toDiscreteValue(values))
def testOutputFormat(self):
ad = adapter.GeneralAdapter(10)
array = np.ndarray(shape=(2,2), dtype=float, order='F')
output = ad.fromRaw(array)
self.assertEqual(list, type(output))
self.assertEqual(list, type(output[0]))
self.assertEqual(float, type(output[0][0]))
def testInitialize(self): ad = adapter.GeneralAdapter(10) self.assertEqual(10, ad.dimensions)
def testInvalidInputs(self):
ad = adapter.GeneralAdapter(10)
self.assertRaises(ValueError, lambda: ad.fromRaw('a'))
self.assertRaises(ValueError, lambda: ad.fromRaw([1]))