Fix swa chunk req deferred (#24318)

This commit is contained in:
Ke Bao
2026-05-04 14:52:15 +08:00
committed by GitHub
parent c2d60c3667
commit aea527afdc
2 changed files with 181 additions and 1 deletions
+20 -1
View File
@@ -1080,6 +1080,15 @@ class Scheduler(
elif self.chunked_prefill_size is not None and self.chunked_prefill_size <= 0:
self.chunked_prefill_size = None
self.chunked_req = None
# Tracks whether the current self.chunked_req was actually scheduled
# into last iteration's batch (i.e., in can_run_list -> got a fresh
# req_pool_idx from prepare_for_extend). Used to gate the
# stash_chunked_request call at the top of get_next_batch_to_run:
# if add_chunked_req early-returned under hybrid-SWA pressure,
# the req_pool_idx was already freed and fill_ids was reset by
# init_next_round_input, so running stash would double-free and
# corrupt prefix_indices.
self._chunked_req_scheduled_last_iter = False
self.is_mixed_chunk = (
self.chunked_prefill_size is not None
and self.server_args.enable_mixed_chunk
@@ -2455,7 +2464,9 @@ class Scheduler(
# Move the chunked request out of the batch so that we can merge
# only finished requests to running_batch.
chunked_req_to_exclude.add(self.chunked_req)
self.stash_chunked_request(self.chunked_req)
if self._chunked_req_scheduled_last_iter:
self.stash_chunked_request(self.chunked_req)
# HiSparse has its own prefill-to-decode transition; skip last_batch merge.
if self.enable_hisparse:
@@ -2650,6 +2661,11 @@ class Scheduler(
if self.chunked_req is not None:
self.chunked_req.init_next_round_input()
self.chunked_req = adder.add_chunked_req(self.chunked_req)
self._chunked_req_scheduled_last_iter = (
self.chunked_req in adder.can_run_list
)
else:
self._chunked_req_scheduled_last_iter = False
if self.enable_lora:
running_loras = {req.lora_id for req in self.running_batch.reqs}
@@ -2741,6 +2757,9 @@ class Scheduler(
# Update chunked prefill
assert self.chunked_req is None
self.chunked_req = adder.new_chunked_req
# new_chunked_req is added to can_run_list by add_one_req,
# so it will be scheduled this iter -> stash is needed next iter.
self._chunked_req_scheduled_last_iter = True
if self.chunked_req is not None:
self.chunked_req.is_chunked += 1
@@ -0,0 +1,161 @@
"""Regression tests for the SWA chunked-req stash gate (#24252)."""
import unittest
from types import SimpleNamespace
from unittest.mock import MagicMock
import torch
from sglang.test.ci.ci_register import register_cpu_ci
from sglang.test.test_utils import CustomTestCase, maybe_stub_sgl_kernel
maybe_stub_sgl_kernel()
from sglang.srt.managers.schedule_batch import Req
from sglang.srt.managers.scheduler import Scheduler
from sglang.srt.mem_cache.chunk_cache import ChunkCache
register_cpu_ci(est_time=6, suite="stage-a-test-cpu")
def _make_req(
*,
req_pool_idx: int,
fill_ids: list,
prefix_indices: torch.Tensor,
extend_input_len: int,
) -> Req:
req = Req.__new__(Req)
req.rid = "test-req"
req.origin_input_ids = list(fill_ids)
req.output_ids = []
req.fill_ids = list(fill_ids)
req.prefix_indices = prefix_indices
req.req_pool_idx = req_pool_idx
req.extend_input_len = extend_input_len
req.is_chunked = 0
req.host_hit_length = 0
req.cache_protected_len = 0
req.skip_radix_cache_insert = False
req.last_node = None
req.swa_uuid_for_lock = None
req.session = None
req.return_logprob = False
req.logprob_start_len = -1
req.positional_embed_overrides = None
req.extra_key = None
req.mamba_pool_idx = None
req.sampling_params = SimpleNamespace(max_new_tokens=128, ignore_eos=False)
return req
def _make_req_to_token_pool(num_slots: int, max_context: int) -> SimpleNamespace:
# Slot s contains a recognizable fingerprint [s*1000, s*1000+1, ...]
# so we can tell a corrupted prefix_indices from a healthy one by content.
pool = SimpleNamespace()
pool.req_to_token = (
torch.arange(max_context, dtype=torch.int32).unsqueeze(0).repeat(num_slots, 1)
+ torch.arange(num_slots, dtype=torch.int32).unsqueeze(1) * 1000
)
return pool
def _make_chunk_cache(req_to_token_pool) -> ChunkCache:
return ChunkCache(
SimpleNamespace(
req_to_token_pool=req_to_token_pool,
token_to_kv_pool_allocator=None,
page_size=1,
)
)
def _scheduler_for_get_next_batch(*, tree_cache, chunked_req) -> Scheduler:
s = Scheduler.__new__(Scheduler)
s._abort_on_waiting_timeout = MagicMock()
s._abort_on_running_timeout = MagicMock()
s.dllm_config = None
s.dllm_manager = None
s.enable_hisparse = False
s.last_batch = None
s.require_mlp_sync = False
s.spec_algorithm = MagicMock()
s.server_args = MagicMock(speculative_skip_dp_mlp_sync=True)
s.running_batch = MagicMock()
s.running_batch.is_empty.return_value = True
s.running_batch.is_prefill_only = False
s.running_batch.batch_is_full = False
s.running_batch.reqs = []
s.get_new_batch_prefill = MagicMock(return_value=None)
s.maybe_prepare_mlp_sync_batch = MagicMock(side_effect=lambda batch, **_: batch)
s._maybe_prepare_ngram_embedding = MagicMock(side_effect=lambda batch: batch)
s.update_running_batch = MagicMock(side_effect=lambda batch: batch)
s.tree_cache = tree_cache
s.chunked_req = chunked_req
return s
class TestStashGatePreservesPrefixIndices(CustomTestCase):
"""Consumer side: real ChunkCache.cache_unfinished_req mutates
req.prefix_indices iff stash actually runs, so prefix_indices content
is the bug-detection signal."""
POOL_IDX = 4
INITIAL_PREFIX_LEN = 8 # what was really cached last iter
POST_RESET_FILL_LEN = 32 # length after init_next_round_input
NUM_SLOTS = 8
MAX_CONTEXT = 64
def _build(self, flag: bool):
pool = _make_req_to_token_pool(self.NUM_SLOTS, self.MAX_CONTEXT)
cache = _make_chunk_cache(pool)
initial_prefix = pool.req_to_token[self.POOL_IDX, : self.INITIAL_PREFIX_LEN].to(
dtype=torch.int64, copy=True
)
req = _make_req(
req_pool_idx=self.POOL_IDX,
fill_ids=list(range(self.POST_RESET_FILL_LEN)),
prefix_indices=initial_prefix,
extend_input_len=0,
)
s = _scheduler_for_get_next_batch(tree_cache=cache, chunked_req=req)
s._chunked_req_scheduled_last_iter = flag
return s, req, initial_prefix, pool
def test_deferred_chunked_req_keeps_real_prefix_indices(self):
# The bug case: a spurious stash on a deferred chunked_req
# would extend prefix_indices to len(fill_ids).
s, req, initial_prefix, _ = self._build(flag=False)
Scheduler.get_next_batch_to_run(s)
self.assertEqual(req.prefix_indices.shape[0], self.INITIAL_PREFIX_LEN)
self.assertTrue(torch.equal(req.prefix_indices, initial_prefix))
def test_scheduled_chunked_req_advances_prefix_indices_via_real_stash(self):
# Symmetric guard against over-gating: when the chunked_req was
# actually scheduled, stash must run and advance prefix_indices.
s, req, _, pool = self._build(flag=True)
Scheduler.get_next_batch_to_run(s)
expected = pool.req_to_token[self.POOL_IDX, : self.POST_RESET_FILL_LEN].to(
dtype=torch.int64
)
self.assertEqual(req.prefix_indices.shape[0], self.POST_RESET_FILL_LEN)
self.assertTrue(torch.equal(req.prefix_indices, expected))
def test_no_chunked_req_never_mutates_state_even_with_stale_flag(self):
# Retract path clears chunked_req without resetting the flag;
# the outer `if chunked_req is not None` guard must hold.
pool = _make_req_to_token_pool(self.NUM_SLOTS, self.MAX_CONTEXT)
cache = _make_chunk_cache(pool)
s = _scheduler_for_get_next_batch(tree_cache=cache, chunked_req=None)
s._chunked_req_scheduled_last_iter = True
Scheduler.get_next_batch_to_run(s)
self.assertIsNone(s.chunked_req)
if __name__ == "__main__":
unittest.main()