def test_add_more_max_clusters(self):
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
in_ = np.array([1])
out_ = np.array([1])
is_add = self.base_point_b.add(in_, out_)
np.testing.assert_array_equal([1], in_)
np.testing.assert_array_equal([1], out_)
self.assertEqual(False, is_add)
def test_add_all_clusters_modify(self):
self.base_point_e.clusters.append(cluster_mock.ClusterMockNone())
self.base_point_e.clusters.append(cluster_mock.ClusterMockNone())
self.base_point_e.clusters.append(cluster_mock.ClusterMockNone())
in_ = np.array([1, 0, 0])
out_ = np.array([1, 0, 0])
is_add = self.base_point_e.add(in_, out_)
np.testing.assert_array_equal([1, 0, 0], in_)
np.testing.assert_array_equal([1, 0, 0], out_)
self.assertEqual(False, is_add)
self.assertEqual(len(self.base_point_e.clusters), 3)
def test_add_out_not_valid_value(self):
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.assertRaises(ValueError, self.base_point_b.add, np.array([1]),
np.array([-1]))
def test_add_in_not_valid_len(self):
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.assertRaises(AssertionError, self.base_point_b.add,
np.array([1, 1]), np.array([1]))
def test_add_in_none(self):
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.assertRaises(ValueError, self.base_point_b.add, None,
np.array([1]))
def test_back_none(self):
self.base_point_b.clusters.append(cluster_mock.ClusterMockNone())
self.assertRaises(ValueError, self.base_point_b.predict_back, None)