diff --git a/neutron/plugins/ml2/drivers/ovn/mech_driver/ovsdb/impl_idl_ovn.py b/neutron/plugins/ml2/drivers/ovn/mech_driver/ovsdb/impl_idl_ovn.py
index bd748bf891c..c0673864c4f 100644
--- a/neutron/plugins/ml2/drivers/ovn/mech_driver/ovsdb/impl_idl_ovn.py
+++ b/neutron/plugins/ml2/drivers/ovn/mech_driver/ovsdb/impl_idl_ovn.py
@@ -873,7 +873,12 @@ class OvsdbSbOvnIdl(sb_impl_idl.OvnSbApiIdlImpl, Backend):
 
     def get_chassis_metadata_networks(self, chassis_name):
         """Return a list with the metadata networks the chassis is hosting."""
-        chassis = self.lookup('Chassis', chassis_name)
+        try:
+            chassis = self.lookup('Chassis', chassis_name)
+        except idlutils.RowNotFound:
+            LOG.warning("Couldn't find Chassis named %s in OVN while looking "
+                        "for metadata networks", chassis_name)
+            return []
         proxy_networks = chassis.external_ids.get(
             'neutron-metadata-proxy-networks', None)
         return proxy_networks.split(',') if proxy_networks else []
diff --git a/neutron/tests/unit/fake_resources.py b/neutron/tests/unit/fake_resources.py
index 08af90a155b..d99b06de379 100644
--- a/neutron/tests/unit/fake_resources.py
+++ b/neutron/tests/unit/fake_resources.py
@@ -416,6 +416,7 @@ class FakeOvsdbTable(FakeResource):
         ovsdb_table_attrs = {
             'rows': collections.UserDict(),
             'columns': {},
+            'indexes': [],
         }
 
         # Overwrite default attributes.
diff --git a/neutron/tests/unit/plugins/ml2/drivers/ovn/mech_driver/ovsdb/test_impl_idl_ovn.py b/neutron/tests/unit/plugins/ml2/drivers/ovn/mech_driver/ovsdb/test_impl_idl_ovn.py
index 6d1ca5673c8..51db6296151 100644
--- a/neutron/tests/unit/plugins/ml2/drivers/ovn/mech_driver/ovsdb/test_impl_idl_ovn.py
+++ b/neutron/tests/unit/plugins/ml2/drivers/ovn/mech_driver/ovsdb/test_impl_idl_ovn.py
@@ -806,3 +806,51 @@ class TestNBImplIdlOvn(TestDBImplIdlOvn):
         lb_row = self._find_ovsdb_fake_row(self.lb_table, 'name', 'lb_2')
         lb = self.nb_ovn_idl.get_floatingip_in_nat_or_lb(fip_id)
         self.assertEqual(lb['_uuid'], lb_row.uuid)
+
+
+class TestSBImplIdlOvn(TestDBImplIdlOvn):
+
+    fake_set = {
+        'chassis': [
+            {'name': 'fake-chassis',
+             'external_ids': {'neutron-metadata-proxy-networks': 'fake-id'}}],
+    }
+
+    def setUp(self):
+        super(TestSBImplIdlOvn, self).setUp()
+        self.chassis_table = fakes.FakeOvsdbTable.create_one_ovsdb_table()
+
+        self._tables = {}
+        self._tables['Chassis'] = self.chassis_table
+
+        with mock.patch.object(impl_idl_ovn.OvsdbSbOvnIdl, 'from_worker',
+                               return_value=mock.Mock()):
+            with mock.patch.object(ovs_idl.Backend, 'autocreate_indices',
+                                   create=True):
+                impl_idl_ovn.OvsdbSbOvnIdl.ovsdb_connection = None
+                self.sb_ovn_idl = impl_idl_ovn.OvsdbSbOvnIdl(mock.MagicMock())
+
+        self.sb_ovn_idl.idl.tables = self._tables
+
+    def _load_sb_db(self):
+        fake_chassis = TestSBImplIdlOvn.fake_set['chassis']
+        self._load_ovsdb_fake_rows(self.chassis_table, fake_chassis)
+
+    @mock.patch.object(impl_idl_ovn.LOG, 'warning')
+    def test_get_chassis_metadata_networks_chassis_empty(self, mock_log):
+        chassis_name = 'fake-chassis'
+        result = self.sb_ovn_idl.get_chassis_metadata_networks(chassis_name)
+
+        mock_log.assert_called_once_with(
+            "Couldn't find Chassis named %s in OVN while looking "
+            "for metadata networks", chassis_name)
+        self.assertEqual([], result)
+
+    @mock.patch.object(impl_idl_ovn.LOG, 'warning')
+    def test_get_chassis_metadata_networks(self, mock_log):
+        chassis_name = 'fake-chassis'
+        self._load_sb_db()
+        result = self.sb_ovn_idl.get_chassis_metadata_networks(chassis_name)
+
+        self.assertFalse(mock_log.called)
+        self.assertEqual(['fake-id'], result)