fix: Endpoint.undeploy_all() doesn't undeploy all models

#1441

PiperOrigin-RevId: 500253890

google/cloud/aiplatform/models.py

@@ -1709,11 +1709,21 @@ def undeploy_all(self, sync: bool = True) -> "Endpoint":
         """
         self._sync_gca_resource()
 
-        models_to_undeploy = sorted(  # Undeploy zero traffic models first
+        models_in_traffic_split = sorted(  # Undeploy zero traffic models first
             self._gca_resource.traffic_split.keys(),
             key=lambda id: self._gca_resource.traffic_split[id],
         )
 
+        # Some deployed models may not in the traffic_split dict.
+        # These models have 0% traffic and should be undeployed first.
+        models_not_in_traffic_split = [
+            deployed_model.id
+            for deployed_model in self._gca_resource.deployed_models
+            if deployed_model.id not in models_in_traffic_split
+        ]
+
+        models_to_undeploy = models_not_in_traffic_split + models_in_traffic_split
+
         for deployed_model in models_to_undeploy:
             self._undeploy(deployed_model_id=deployed_model, sync=sync)
 

tests/unit/aiplatform/test_endpoints.py

@@ -102,14 +102,12 @@
     "m2": 10,
     "m3": 30,
     "m4": 0,
-    "m5": 5,
-    "m6": 8,
-    "m7": 7,
+    "m5": 20,
 }
-_TEST_LONG_TRAFFIC_SPLIT_SORTED_IDS = ["m4", "m5", "m7", "m6", "m2", "m3", "m1"]
+_TEST_LONG_TRAFFIC_SPLIT_SORTED_IDS = ["m4", "m2", "m5", "m3", "m1"]
 _TEST_LONG_DEPLOYED_MODELS = [
     gca_endpoint.DeployedModel(id=id, display_name=f"{id}_display_name")
-    for id in _TEST_LONG_TRAFFIC_SPLIT.keys()
+    for id in ["m1", "m2", "m3", "m4", "m5", "m6", "m7"]
 ]
 
 _TEST_MACHINE_TYPE = "n1-standard-32"
@@ -1861,11 +1859,6 @@ def test_list_models(self, get_endpoint_with_models_mock):
     @pytest.mark.parametrize("sync", [True, False])
     def test_undeploy_all(self, sdk_private_undeploy_mock, sync):
 
-        # Ensure mock traffic split deployed model IDs are same as expected IDs
-        assert set(_TEST_LONG_TRAFFIC_SPLIT_SORTED_IDS) == set(
-            _TEST_LONG_TRAFFIC_SPLIT.keys()
-        )
-
         ept = aiplatform.Endpoint(_TEST_ID)
         ept.undeploy_all(sync=sync)
 
@@ -1874,10 +1867,11 @@ def test_undeploy_all(self, sdk_private_undeploy_mock, sync):
 
         # undeploy_all() results in an undeploy() call for each deployed_model
         # Models are undeployed in ascending order of traffic percentage
+        expected_models_to_undeploy = ["m6", "m7"] + _TEST_LONG_TRAFFIC_SPLIT_SORTED_IDS
         sdk_private_undeploy_mock.assert_has_calls(
             [
                 mock.call(deployed_model_id=deployed_model_id, sync=sync)
-                for deployed_model_id in _TEST_LONG_TRAFFIC_SPLIT_SORTED_IDS
+                for deployed_model_id in expected_models_to_undeploy
             ],
         )