[Bugfix] Properly abort pooling request. (#25734)

Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Signed-off-by: yewentao256 <zhyanwentao@126.com>

tests/v1/engine/test_output_processor.py

@@ -12,6 +12,7 @@ from tests.v1.engine.utils import (NUM_PROMPT_LOGPROBS_UNDER_TEST,
                                    STOP_STRINGS,
                                    DummyOutputProcessorTestVectors,
                                    MockEngineCore)
+from vllm import PoolingParams
 from vllm.logprobs import PromptLogprobs, SampleLogprobs
 from vllm.outputs import CompletionOutput, RequestOutput
 from vllm.sampling_params import RequestOutputKind, SamplingParams
@@ -998,3 +999,35 @@ async def test_cumulative_output_collector_n():
     third = [k for k in result.outputs if k.index == 2]
     assert len(third) == 1
     assert third[0].text == "c"
+
+
+@pytest.mark.parametrize("runner", ["generate", "pooling"])
+def test_abort_requests(runner: str, dummy_test_vectors):
+    output_processor = OutputProcessor(dummy_test_vectors.tokenizer,
+                                       log_stats=True)
+    requests = [
+        EngineCoreRequest(
+            request_id=f"request-{idx}",
+            prompt_token_ids=prompt_tokens,
+            mm_features=None,
+            eos_token_id=None,
+            arrival_time=0,
+            lora_request=None,
+            cache_salt=None,
+            data_parallel_rank=None,
+            sampling_params=SamplingParams() if runner == "generate" else None,
+            pooling_params=PoolingParams(
+                task="embed") if runner == "pooling" else None,
+        ) for idx, prompt_tokens in enumerate(dummy_test_vectors.prompt_tokens)
+    ]
+
+    for request in requests:
+        if runner == "generate":
+            output_kind = request.sampling_params.output_kind
+        else:
+            output_kind = request.pooling_params.output_kind
+        queue = RequestOutputCollector(output_kind=output_kind)
+        output_processor.add_request(request, None, queue=queue)
+
+    for request in requests:
+        output_processor.abort_requests([request.request_id])

vllm/v1/engine/output_processor.py

@@ -335,7 +335,14 @@ class OutputProcessor:
                 # Produce final abort output.
                 if req_state.queue is not None and (
                         request_output := req_state.make_request_output(
-                            [], None, FinishReason.ABORT, None, None)):
+                            new_token_ids=[],
+                            # Set pooling_output is not None to
+                            # correctly enter the abort pooling branch
+                            pooling_output=torch.randn(0, device="cpu")
+                            if req_state.detokenizer is None else None,
+                            finish_reason=FinishReason.ABORT,
+                            stop_reason=None,
+                            kv_transfer_params=None)):
                     req_state.queue.put(request_output)
             elif parent := self.parent_requests.get(request_id):
                 # Abort children prior to removing the parent.