From a84a98b1072008ebd36247295d0e2c8f1d30bed1 Mon Sep 17 00:00:00 2001 From: chenjian <1435317881@qq.com> Date: Sun, 10 Aug 2025 13:54:59 +0800 Subject: [PATCH] fix scheduler bug due to async running (#3293) --- .../engine/sched/resource_manager_v1.py | 27 ++++++++++++++----- fastdeploy/output/token_processor.py | 7 +++++ 2 files changed, 28 insertions(+), 6 deletions(-) diff --git a/fastdeploy/engine/sched/resource_manager_v1.py b/fastdeploy/engine/sched/resource_manager_v1.py index 73a180f77..61b34c468 100644 --- a/fastdeploy/engine/sched/resource_manager_v1.py +++ b/fastdeploy/engine/sched/resource_manager_v1.py @@ -56,6 +56,7 @@ class ResourceManagerV1(ResourceManager): self.running: list[Request] = [] self.finish_execution_pool = ThreadPoolExecutor(max_workers=1) self.lock = threading.Lock() + self.to_be_rescheduled_request_id_set = set() def allocated_slots(self, request: Request): return len(request.block_tables) * self.config.cache_config.block_size @@ -76,6 +77,13 @@ class ResourceManagerV1(ResourceManager): def _prepare_preempt_task(self, request): return ScheduledPreemptTask(idx=request.idx, request_id=request.request_id) + + def reschedule_preempt_task(self, request_id): + with self.lock: + if request_id in self.to_be_rescheduled_request_id_set and request_id in self.requests: + request = self.requests[request_id] + self.waiting.appendleft(request) + self.to_be_rescheduled_request_id_set.remove(request_id) def _trigger_preempt(self, request, num_new_blocks, preempted_reqs, scheduled_reqs): can_schedule = True @@ -85,7 +93,7 @@ class ResourceManagerV1(ResourceManager): preempted_req.status = RequestStatus.PREEMPTED preempted_req.num_computed_tokens = 0 self._free_blocks(preempted_req) - self.waiting.appendleft(preempted_req) + self.to_be_rescheduled_request_id_set.add(preempted_req.request_id) preempted_reqs.append(preempted_req) scheduled_reqs.append(self._prepare_preempt_task(preempted_req)) if preempted_req == request: @@ -308,8 +316,9 @@ class ResourceManagerV1(ResourceManager): return self.real_bsz def add_request(self, request: Request) -> None: - self.waiting.append(request) - self.requests[request.request_id] = request + with self.lock: + self.waiting.append(request) + self.requests[request.request_id] = request def _free_blocks(self, request: Request): self.cache_manager.recycle_gpu_blocks(request.block_tables) @@ -331,9 +340,15 @@ class ResourceManagerV1(ResourceManager): if request is None: # Invalid request ID. continue - request.status = RequestStatus.FINISHED - self.running.remove(request) - self._free_blocks(request) + if request in self.running: # normally run and finished + self.running.remove(request) + request.status = RequestStatus.FINISHED + self._free_blocks(request) + if request.request_id in self.to_be_rescheduled_request_id_set: # finished after preempted, blocks have been recycled. + self.to_be_rescheduled_request_id_set.remove(request.request_id) # just remove from to_be_rescheduled_request_id_set + if request in self.waiting: # after finished, this request still scheduled from preempted to waiting, unexpected error, should not be here + raise RuntimeError(f"request {request.request_id} scheduled into waiting list, after finished") + self.tasks_list[request.idx] = None self.stop_flags[request.idx] = True del self.requests[req_id] diff --git a/fastdeploy/output/token_processor.py b/fastdeploy/output/token_processor.py index 1f46a0952..bb94c04c4 100644 --- a/fastdeploy/output/token_processor.py +++ b/fastdeploy/output/token_processor.py @@ -432,6 +432,11 @@ class TokenProcessor: tokens = tokens[2 : batch + 2] batch_result = list() + if envs.ENABLE_V1_KVCACHE_SCHEDULER: + need_to_be_reschedule_req_ids = list(self.resource_manager.to_be_rescheduled_request_id_set) + for request_id in need_to_be_reschedule_req_ids: + if self.resource_manager.requests[request_id].idx >= (batch - 1): # No more token generated for preempted request + self.resource_manager.reschedule_preempt_task(request_id) for i in range(batch): if self.resource_manager.stop_flags[i]: continue @@ -458,6 +463,8 @@ class TokenProcessor: if recovery_stop: llm_logger.info(f"recovery stop signal found at task {task_id}") if not recovery_stop and token_id < 0: + if task_id in self.resource_manager.to_be_rescheduled_request_id_set: + self.resource_manager.reschedule_preempt_task(task_id) continue if task.get("prefill_chunk_info", None) is not None: