Api add flush cache timeout (#21413)
Signed-off-by: root <wenjun7j@gmail.com>
This commit is contained in:
@@ -185,7 +185,15 @@
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"source": [
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"## Flush Cache\n",
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"\n",
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"Flush the radix cache. It will be automatically triggered when the model weights are updated by the `/update_weights` API."
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"Flush the radix cache. It will be automatically triggered when the model weights are updated by the `/update_weights` API.\n",
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"\n",
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"Parameters:\n",
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"- `timeout` (query, float, default `0`, unit: seconds): Wait time for idle state before flushing. `0` means fail fast if not idle. When HiCache async operations are in-flight, a non-zero timeout allows the server to wait until idle before flushing, avoiding unnecessary 400 errors.\n",
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"\n",
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"```bash\n",
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"# With timeout (wait up to 30s for idle state)\n",
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"curl -s -X POST \"http://127.0.0.1:30000/flush_cache?timeout=30\"\n",
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"```"
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]
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},
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{
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@@ -733,9 +733,9 @@ async def classify_request(obj: EmbeddingReqInput, request: Request):
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@app.api_route("/flush_cache", methods=["GET", "POST"])
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@auth_level(AuthLevel.ADMIN_OPTIONAL)
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async def flush_cache():
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async def flush_cache(timeout: float = Query(0.0, ge=0.0)):
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"""Flush the radix cache."""
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ret = await _global_state.tokenizer_manager.flush_cache()
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ret = await _global_state.tokenizer_manager.flush_cache(timeout_s=timeout)
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return Response(
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content="Cache flushed.\nPlease check backend logs for more details. "
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"(When there are running or waiting requests, the operation will not be performed.)\n",
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@@ -1166,7 +1166,7 @@ class ClearHiCacheReqOutput(BaseReq):
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@dataclass
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class FlushCacheReqInput(BaseReq):
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pass
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timeout_s: Optional[float] = None
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@dataclass
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@@ -834,6 +834,7 @@ class Scheduler(
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self.last_batch: Optional[ScheduleBatch] = None
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self.forward_ct = 0
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self.return_health_check_ipcs: Deque[Optional[str]] = deque()
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self._pending_flush: Deque[Tuple[FlushCacheReqInput, float]] = deque()
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self.num_retracted_reqs: int = 0
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self.num_paused_reqs: int = 0
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self.session_controller = SessionController(self.tree_cache)
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@@ -1562,6 +1563,8 @@ class Scheduler(
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if self.recv_from_rpc is not None:
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self.recv_from_rpc.send_pyobj(output)
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self._check_pending_flush()
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def init_req_max_new_tokens(self, req):
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req.sampling_params.max_new_tokens = min(
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(
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@@ -2781,9 +2784,48 @@ class Scheduler(
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)
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)
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def flush_cache_wrapped(self, recv_req: FlushCacheReqInput):
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success = self.flush_cache()
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return FlushCacheReqOutput(success=success)
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def _check_pending_flush(self):
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if not self._pending_flush:
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return
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if self.is_fully_idle():
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success = self.flush_cache()
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while self._pending_flush:
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pending_req, _ = self._pending_flush.popleft()
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self.send_to_tokenizer.send_output(
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FlushCacheReqOutput(success=success), pending_req
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)
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return
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self._expire_timed_out_pending_flushes(time.monotonic())
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def _expire_timed_out_pending_flushes(self, now: float):
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remaining: Deque[Tuple[FlushCacheReqInput, float]] = deque()
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while self._pending_flush:
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pending_req, deadline = self._pending_flush.popleft()
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if now >= deadline:
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logging.warning(
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"Deferred flush_cache timed out while waiting for idle state."
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)
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self.send_to_tokenizer.send_output(
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FlushCacheReqOutput(success=False), pending_req
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)
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else:
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remaining.append((pending_req, deadline))
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self._pending_flush = remaining
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def flush_cache_wrapped(
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self, recv_req: FlushCacheReqInput
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) -> Optional[FlushCacheReqOutput]:
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timeout_s = float(recv_req.timeout_s or 0.0)
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if timeout_s <= 0.0:
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return FlushCacheReqOutput(success=self.flush_cache())
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if self.is_fully_idle():
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return FlushCacheReqOutput(success=self.flush_cache())
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self._pending_flush.append((recv_req, time.monotonic() + timeout_s))
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return None
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def clear_hicache_storage_wrapped(self, recv_req: ClearHiCacheReqInput):
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if self.enable_hierarchical_cache:
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@@ -352,9 +352,13 @@ class TokenizerCommunicatorMixin:
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]
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)
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async def flush_cache(self: TokenizerManager) -> FlushCacheReqOutput:
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async def flush_cache(
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self: TokenizerManager, timeout_s: Optional[float] = None
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) -> FlushCacheReqOutput:
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self.auto_create_handle_loop()
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return (await self.flush_cache_communicator(FlushCacheReqInput()))[0]
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return (
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await self.flush_cache_communicator(FlushCacheReqInput(timeout_s=timeout_s))
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)[0]
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async def clear_hicache_storage(self: TokenizerManager) -> ClearHiCacheReqOutput:
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"""Clear the hierarchical cache storage."""
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@@ -0,0 +1,104 @@
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import unittest
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from collections import deque
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from unittest.mock import MagicMock, patch
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from sglang.srt.managers.io_struct import FlushCacheReqInput, FlushCacheReqOutput
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from sglang.srt.managers.scheduler import Scheduler
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from sglang.test.ci.ci_register import register_cpu_ci
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register_cpu_ci(est_time=2, suite="stage-a-cpu-only")
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class TestSchedulerFlushCache(unittest.TestCase):
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def _new_scheduler(self) -> Scheduler:
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scheduler = Scheduler.__new__(Scheduler)
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scheduler._pending_flush = deque()
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scheduler.send_to_tokenizer = MagicMock()
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scheduler.flush_cache = MagicMock(return_value=True)
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scheduler.is_fully_idle = MagicMock(return_value=False)
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return scheduler
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def test_flush_cache_wrapped_non_positive_timeout_immediate(self):
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scheduler = self._new_scheduler()
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scheduler.flush_cache.return_value = False
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output = Scheduler.flush_cache_wrapped(
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scheduler, FlushCacheReqInput(timeout_s=None)
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)
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self.assertIsInstance(output, FlushCacheReqOutput)
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self.assertFalse(output.success)
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scheduler.flush_cache.assert_called_once()
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self.assertEqual(len(scheduler._pending_flush), 0)
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def test_flush_cache_wrapped_positive_timeout_idle_immediate(self):
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scheduler = self._new_scheduler()
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scheduler.is_fully_idle.return_value = True
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output = Scheduler.flush_cache_wrapped(
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scheduler, FlushCacheReqInput(timeout_s=5.0)
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)
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self.assertIsInstance(output, FlushCacheReqOutput)
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self.assertTrue(output.success)
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scheduler.flush_cache.assert_called_once()
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self.assertEqual(len(scheduler._pending_flush), 0)
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def test_flush_cache_wrapped_positive_timeout_busy_enqueues(self):
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scheduler = self._new_scheduler()
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req = FlushCacheReqInput(timeout_s=3.0)
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with patch("sglang.srt.managers.scheduler.time.monotonic", return_value=10.0):
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output = Scheduler.flush_cache_wrapped(scheduler, req)
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self.assertIsNone(output)
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self.assertEqual(len(scheduler._pending_flush), 1)
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pending_req, deadline = scheduler._pending_flush[0]
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self.assertIs(pending_req, req)
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self.assertEqual(deadline, 13.0)
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scheduler.flush_cache.assert_not_called()
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def test_check_pending_flush_idle_flushes_all(self):
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scheduler = self._new_scheduler()
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scheduler.is_fully_idle.return_value = True
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req1 = FlushCacheReqInput(timeout_s=1.0)
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req2 = FlushCacheReqInput(timeout_s=2.0)
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scheduler._pending_flush = deque([(req1, 111.0), (req2, 222.0)])
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Scheduler._check_pending_flush(scheduler)
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scheduler.flush_cache.assert_called_once()
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self.assertEqual(len(scheduler._pending_flush), 0)
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calls = scheduler.send_to_tokenizer.send_output.call_args_list
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self.assertEqual(len(calls), 2)
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self.assertTrue(calls[0].args[0].success)
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self.assertIs(calls[0].args[1], req1)
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self.assertTrue(calls[1].args[0].success)
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self.assertIs(calls[1].args[1], req2)
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def test_check_pending_flush_busy_expires_only_timed_out(self):
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scheduler = self._new_scheduler()
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scheduler.is_fully_idle.return_value = False
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expired_req = FlushCacheReqInput(timeout_s=1.0)
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alive_req = FlushCacheReqInput(timeout_s=5.0)
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scheduler._pending_flush = deque([(expired_req, 99.0), (alive_req, 101.0)])
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with patch("sglang.srt.managers.scheduler.time.monotonic", return_value=100.0):
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Scheduler._check_pending_flush(scheduler)
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scheduler.flush_cache.assert_not_called()
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self.assertEqual(len(scheduler._pending_flush), 1)
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pending_req, deadline = scheduler._pending_flush[0]
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self.assertIs(pending_req, alive_req)
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self.assertEqual(deadline, 101.0)
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calls = scheduler.send_to_tokenizer.send_output.call_args_list
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self.assertEqual(len(calls), 1)
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self.assertFalse(calls[0].args[0].success)
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self.assertIs(calls[0].args[1], expired_req)
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if __name__ == "__main__":
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unittest.main()
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