""" # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. # # 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. """ from fastdeploy.utils import get_logger logger = get_logger("cache_messager", "cache_messager.log") class RDMACommManager: """ RDMACommManager to manage rdma communication """ def __init__( self, splitwise_role, rank, gpu_id, cache_k_ptr_list, cache_v_ptr_list, max_block_num, block_bytes, rdma_port, ): try: import rdma_comm except: logger.error( "The installation of the RDMA library failed." "Confirm whether your network card supports RDMA transmission." ) return self.messager = rdma_comm.RDMACommunicator( splitwise_role, gpu_id, str(rdma_port) if splitwise_role == "decode" else "0", cache_k_ptr_list, cache_v_ptr_list, max_block_num, block_bytes, ) self.splitwise_role = splitwise_role self.connected_rdma = set() logger.info(f"init rdma messager {gpu_id} {rdma_port}") def connect(self, ip, port): """ Connect to remote gpu and write cache. """ assert self.splitwise_role == "prefill", "only prefill can call this method" addr = f"{ip}:{port!s}" if addr in self.connected_rdma: return True ret = self.messager.is_connected(ip, str(port)) if ret: self.connected_rdma.add(addr) return True ret = self.messager.connect(ip, str(port)) logger.info(f"connect to remote rdma address {ip}:{port} status is {ret}") if ret == 0: self.connected_rdma.add(addr) return ret == 0 def write_cache(self, ip, port, local_block_ids, remote_block_ids, layer_idx): """ Connect to remote gpu and write cache. """ return self.messager.write_cache(ip, str(port), local_block_ids, remote_block_ids, layer_idx)