feat(mge/distributed): support distributed key-value store

GitOrigin-RevId: b4abe80014

imperative/python/megengine/distributed/server.py

@@ -35,6 +35,7 @@ class Methods:
         self.dict_pack_list = defaultdict(partial(Future, False))
         self.dict_barrier_counter = defaultdict(int)
         self.dict_barrier_event = defaultdict(threading.Event)
+        self.user_dict = defaultdict(partial(Future, False))
 
     def connect(self):
         """Method for checking connection success."""
@@ -113,6 +114,19 @@ class Methods:
             event.wait()
         return True
 
+    def user_set(self, key, val):
+        """Set user defined key-value pairs across processes."""
+        with self.lock:
+            future = self.user_dict[key]
+        future.set(val)
+        return True
+
+    def user_get(self, key):
+        """Get user defined key-value pairs across processes."""
+        with self.lock:
+            future = self.user_dict[key]
+        return future.get()
+
 
 class ThreadXMLRPCServer(ThreadingMixIn, SimpleXMLRPCServer):
     pass
@@ -220,3 +234,11 @@ class Client:
         :param size: group size.
         """
         self.proxy.group_barrier(key, size)
+
+    def user_set(self, key, val):
+        """Set user defined key-value pairs across processes."""
+        self.proxy.user_set(key, val)
+
+    def user_get(self, key):
+        """Get user defined key-value pairs across processes."""
+        return self.proxy.user_get(key)

imperative/python/test/unit/distributed/test_distributed.py

@@ -195,6 +195,38 @@ def test_synchronized():
         assert p.exitcode == 0
 
 
+@pytest.mark.skipif(
+    platform.system() == "Darwin", reason="do not imp GPU mode at macos now"
+)
+@pytest.mark.skipif(
+    platform.system() == "Windows", reason="windows disable MGB_ENABLE_OPR_MM"
+)
+@pytest.mark.skipif(get_device_count_by_fork("gpu") < 2, reason="need more gpu device")
+@pytest.mark.isolated_distributed
+def test_user_set_get():
+    world_size = 2
+    port = dist.get_free_ports(1)[0]
+    server = dist.Server(port)
+
+    def worker(rank):
+        dist.init_process_group("localhost", port, world_size, rank, rank)
+        # set in race condition
+        dist.get_client().user_set("foo", 1)
+        # get in race condition
+        ret = dist.get_client().user_get("foo")
+        assert ret == 1
+
+    procs = []
+    for rank in range(world_size):
+        p = mp.Process(target=worker, args=(rank,))
+        p.start()
+        procs.append(p)
+
+    for p in procs:
+        p.join(20)
+        assert p.exitcode == 0
+
+
 def test_oprmm_hashable():
     lhs = (CollectiveComm(), ParamPackConcat(), ParamPackSplit())
     rhs = (CollectiveComm(), ParamPackConcat(), ParamPackSplit())