# Copyright 2024 Bytedance Ltd. and/or its affiliates # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import ray @ray.remote class TestWorker: def __init__(self, rank, world_size, group_name): self.rank = rank self.world_size = world_size self.group_name = group_name self.communicator = None def init(self): from verl.utils.rendezvous.ray_backend import create_nccl_communicator_in_ray self.communicator = create_nccl_communicator_in_ray(self.rank, self.world_size, self.group_name) def test(self): if self.communicator is None: return None return self.communicator.rank_id() def test_rvdz(): ray.init() group_name = "test_group" world_size = 2 workers = [TestWorker.options(num_gpus=1).remote(rank, world_size, group_name) for rank in range(world_size)] ray.get([worker.init.remote() for worker in workers]) ranks = ray.get([worker.test.remote() for worker in workers]) assert ranks == [0, 1], f"expecting [0, 1], got {ranks}" ray.shutdown()