[Ray] Ray client channel get recv when first complied

mars/oscar/backends/ray/communication.py

@@ -120,7 +120,7 @@ class RayChannelBase(Channel, ABC):
     Channel for communications between ray processes.
     """
 
-    __slots__ = "_channel_index", "_channel_id", "_in_queue", "_closed"
+    __slots__ = "_channel_index", "_channel_id", "_closed"
 
     name = "ray"
     _channel_index_gen = itertools.count()
@@ -142,7 +142,6 @@ def __init__(
         self._channel_id = channel_id or ChannelID(
             local_address, _gen_client_id(), self._channel_index, dest_address
         )
-        self._in_queue = asyncio.Queue()
         self._closed = asyncio.Event()
 
     @property
@@ -169,7 +168,7 @@ class RayClientChannel(RayChannelBase):
     A channel from ray driver/actor to ray actor. Use ray call reply for client channel recv.
     """
 
-    __slots__ = ("_peer_actor",)
+    __slots__ = "_peer_actor", "_done", "_todo"
 
     def __init__(
         self,
@@ -181,36 +180,47 @@ def __init__(
         super().__init__(None, dest_address, channel_index, channel_id, compression)
         # ray actor should be created with the address as the name.
         self._peer_actor: "ray.actor.ActorHandle" = ray.get_actor(dest_address)
+        self._done = asyncio.Queue()
+        self._todo = set()
+
+    def _submit_task(self, message: Any, object_ref: "ray.ObjectRef"):
+        async def handle_task(message: Any, object_ref: "ray.ObjectRef"):
+            # use `%.500` to avoid print too long messages
+            with debug_async_timeout(
+                "ray_object_retrieval_timeout", "Client sent message is %.500s", message
+            ):
+                result = await object_ref
+            if isinstance(result, RayChannelException):
+                raise result.exc_value.with_traceback(result.exc_traceback)
+            return result.message
+
+        def _on_completion(future):
+            self._todo.remove(future)
+            self._done.put_nowait(future)
+
+        future = asyncio.ensure_future(handle_task(message, object_ref))
+        future.add_done_callback(_on_completion)
+        self._todo.add(future)
 
     @implements(Channel.send)
     async def send(self, message: Any):
         if self._closed.is_set():  # pragma: no cover
             raise ChannelClosed("Channel already closed, cannot send message")
-        # Put ray object ref to queue
-        self._in_queue.put_nowait(
-            (
-                message,
-                self._peer_actor.__on_ray_recv__.remote(
-                    self.channel_id, _ArgWrapper(message)
-                ),
-            )
+        # Put ray object ref to todo queue
+        task = self._peer_actor.__on_ray_recv__.remote(
+            self.channel_id, _ArgWrapper(message)
         )
+        self._submit_task(message, task)
+        await asyncio.sleep(0)
 
     @implements(Channel.recv)
     async def recv(self):
         if self._closed.is_set():  # pragma: no cover
             raise ChannelClosed("Channel already closed, cannot recv message")
         try:
-            # Wait on ray object ref
-            message, object_ref = await self._in_queue.get()
-            # use `%.500` to avoid print too long messages
-            with debug_async_timeout(
-                "ray_object_retrieval_timeout", "Client sent message is %.500s", message
-            ):
-                result = await object_ref
-            if isinstance(result, RayChannelException):
-                raise result.exc_value.with_traceback(result.exc_traceback)
-            return result.message
+            # Wait first done.
+            future = await self._done.get()
+            return future.result()
         except ray.exceptions.RayActorError:
             if not self._closed.is_set():
                 # raise a EOFError as the SocketChannel does
@@ -228,7 +238,7 @@ class RayServerChannel(RayChannelBase):
     message's reply.
     """
 
-    __slots__ = "_out_queue", "_msg_recv_counter", "_msg_sent_counter"
+    __slots__ = "_in_queue", "_out_queue", "_msg_recv_counter", "_msg_sent_counter"
 
     def __init__(
         self,
@@ -238,6 +248,7 @@ def __init__(
         compression=None,
     ):
         super().__init__(local_address, None, channel_index, channel_id, compression)
+        self._in_queue = asyncio.Queue()
         self._out_queue = asyncio.Queue()
         self._msg_recv_counter = 0
         self._msg_sent_counter = 0