Working but not passing test (#7358)

python/ray/serialization.py

@@ -153,7 +153,15 @@ class SerializationContext:
             return serialized_obj[0](*serialized_obj[1])
 
         def object_id_serializer(obj):
-            self.add_contained_object_id(obj)
+            if self.is_in_band_serialization():
+                self.add_contained_object_id(obj)
+            else:
+                # If this serialization is out-of-band (e.g., from a call to
+                # cloudpickle directly or captured in a remote function/actor),
+                # then pin the object for the lifetime of this worker by adding
+                # a local reference that won't ever be removed.
+                ray.worker.get_global_worker(
+                ).core_worker.add_object_id_reference(obj)
             owner_id = ""
             owner_address = ""
             # TODO(swang): Remove this check. Otherwise, we will not be able to
@@ -206,6 +214,15 @@ class SerializationContext:
         # construct a reducer
         pickle.CloudPickler.dispatch[cls] = _CloudPicklerReducer
 
+    def is_in_band_serialization(self):
+        return getattr(self._thread_local, "in_band", False)
+
+    def set_in_band_serialization(self):
+        self._thread_local.in_band = True
+
+    def set_out_of_band_serialization(self):
+        self._thread_local.in_band = False
+
     def set_outer_object_id(self, outer_object_id):
         self._thread_local.outer_object_id = outer_object_id
 
@@ -349,8 +366,16 @@ class SerializationContext:
             assert ray.cloudpickle.FAST_CLOUDPICKLE_USED
             writer = Pickle5Writer()
             # TODO(swang): Check that contained_object_ids is empty.
-            inband = pickle.dumps(
-                value, protocol=5, buffer_callback=writer.buffer_callback)
+            try:
+                self.set_in_band_serialization()
+                inband = pickle.dumps(
+                    value, protocol=5, buffer_callback=writer.buffer_callback)
+            except Exception as e:
+                self.get_and_clear_contained_object_ids()
+                raise e
+            finally:
+                self.set_out_of_band_serialization()
+
             return Pickle5SerializedObject(
                 metadata, inband, writer,
                 self.get_and_clear_contained_object_ids())

python/ray/tests/test_reference_counting.py

@@ -722,6 +722,61 @@ def test_recursively_return_borrowed_object_id(one_worker_100MiB):
     _fill_object_store_and_get(final_oid_bytes, succeed=False)
 
 
+def test_out_of_band_serialized_object_id(one_worker_100MiB):
+    assert len(
+        ray.worker.global_worker.core_worker.get_all_reference_counts()) == 0
+    oid = ray.put("hello")
+    _check_refcounts({oid: (1, 0)})
+    oid_str = ray.cloudpickle.dumps(oid)
+    _check_refcounts({oid: (2, 0)})
+    del oid
+    assert len(
+        ray.worker.global_worker.core_worker.get_all_reference_counts()) == 1
+    assert ray.get(ray.cloudpickle.loads(oid_str)) == "hello"
+
+
+def test_captured_object_id(one_worker_100MiB):
+    captured_id = ray.put(np.zeros(10 * 1024 * 1024, dtype=np.uint8))
+
+    @ray.remote
+    def f(signal):
+        ray.get(signal.wait.remote())
+        ray.get(captured_id)  # noqa: F821
+
+    signal = SignalActor.remote()
+    oid = f.remote(signal)
+
+    # Delete local references.
+    del f
+    del captured_id
+
+    # Test that the captured object ID is pinned despite having no local
+    # references.
+    ray.get(signal.send.remote())
+    _fill_object_store_and_get(oid)
+
+    captured_id = ray.put(np.zeros(10 * 1024 * 1024, dtype=np.uint8))
+
+    @ray.remote
+    class Actor:
+        def get(self, signal):
+            ray.get(signal.wait.remote())
+            ray.get(captured_id)  # noqa: F821
+
+    signal = SignalActor.remote()
+    actor = Actor.remote()
+    oid = actor.get.remote(signal)
+
+    # Delete local references.
+    del Actor
+    del captured_id
+
+    # Test that the captured object ID is pinned despite having no local
+    # references.
+    ray.get(signal.send.remote())
+    _fill_object_store_and_get(oid)
+
+
 if __name__ == "__main__":
     import sys
     sys.exit(pytest.main(["-v", __file__]))