Move SWA chunk-cap hatch tests into the registered suite (#33975)
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@@ -1,12 +1,10 @@
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import unittest
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from array import array
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from types import SimpleNamespace
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from sglang.srt.managers.schedule_batch import Req, ScheduleBatch
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from sglang.srt.managers.schedule_policy import (
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CacheAgnosticPolicy,
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CacheAwarePolicy,
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PrefillAdder,
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SchedulePolicy,
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)
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from sglang.srt.mem_cache.radix_cache import RadixCache
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@@ -329,55 +327,5 @@ class TestSchedulePolicy(CustomTestCase):
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self.assertEqual(waiting_queue[2].rid, "w3")
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def _swa_adder(size_swa, sliding_window, page_size=16, rem_chunk_tokens=512):
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"""A PrefillAdder carrying only the fields _swa_req_never_fits transitively
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reads, built via __new__ so the check is tested as pure logic (no KV pools,
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no GPU)."""
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adder = PrefillAdder.__new__(PrefillAdder)
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adder.page_size = page_size
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adder.rem_chunk_tokens = rem_chunk_tokens
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adder.tree_cache = SimpleNamespace(sliding_window_size=sliding_window)
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adder.token_to_kv_pool_allocator = SimpleNamespace(size_swa=size_swa)
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return adder
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class TestSwaChunkCapHatch(CustomTestCase):
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"""The _swa_chunk_cap shrink-and-admit hatch must fire ONLY for a request
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whose SWA budget can never fit the drained pool (true head-of-line
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livelock). _swa_req_never_fits() is the gate: True => hatch, False => wait
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(NO_TOKEN). Admitting transient-pressure requests instead of waiting
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collapses the SWA evictable cushion and causes a retraction storm."""
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def test_transient_pressure_request_waits(self):
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# Small request against an ample pool: budget << pool, so it would fit
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# once running decodes drain -> must wait, not take the hatch.
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adder = _swa_adder(size_swa=1024, sliding_window=128)
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self.assertFalse(
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adder._swa_req_never_fits(extend_input_len=256, max_new_tokens=64)
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)
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def test_request_larger_than_whole_pool_takes_hatch(self):
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# A large host-hit load-back charge pushes the budget past the entire
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# pool: it can never fit however far the pool drains -> hatch (True).
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adder = _swa_adder(size_swa=1024, sliding_window=128)
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self.assertTrue(
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adder._swa_req_never_fits(
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extend_input_len=256, max_new_tokens=64, swa_host_hit_length=4096
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)
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)
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def test_decision_is_gated_by_pool_capacity(self):
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# Same request; only the pool size changes. Proves the check compares
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# the budget against size_swa (guards against a wrong-accessor bug):
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# never-fits on a small pool, fits on a large one.
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req = dict(extend_input_len=256, max_new_tokens=64, swa_host_hit_length=600)
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self.assertTrue(
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_swa_adder(size_swa=512, sliding_window=128)._swa_req_never_fits(**req)
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)
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self.assertFalse(
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_swa_adder(size_swa=4096, sliding_window=128)._swa_req_never_fits(**req)
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)
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if __name__ == "__main__":
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unittest.main()
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@@ -840,6 +840,56 @@ class TestPrefillAdder(CustomTestCase):
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):
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self.assertIsNone(adder._check_prefill_tile_budget(129))
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# ---- _swa_req_never_fits: the gate on the _swa_chunk_cap escape hatch ----
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# The hatch shrinks a chunk and admits it instead of waiting; it must fire
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# ONLY for a request whose SWA budget can never fit the drained pool (true
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# head-of-line livelock). Admitting transient-pressure requests instead
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# collapses the SWA evictable cushion and causes a retraction storm.
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def create_swa_adder(
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self, *, size_swa: int, sliding_window: int, page_size: int = 16
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) -> PrefillAdder:
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self.mock_tree_cache.sliding_window_size = sliding_window
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self.mock_token_allocator = self.create_token_allocator(size_swa=size_swa)
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return self.create_adder(
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self.create_running_batch(),
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page_size=page_size,
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rem_chunk_tokens=512,
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)
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def test_swa_never_fits_false_under_transient_pressure(self):
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# Small request against an ample pool: budget << pool, so it would fit
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# once running decodes drain -> must wait, not take the hatch.
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adder = self.create_swa_adder(size_swa=1024, sliding_window=128)
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self.assertFalse(
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adder._swa_req_never_fits(extend_input_len=256, max_new_tokens=64)
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)
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def test_swa_never_fits_true_when_budget_exceeds_whole_pool(self):
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# A large host-hit load-back charge pushes the budget past the entire
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# pool: it can never fit however far the pool drains -> hatch.
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adder = self.create_swa_adder(size_swa=1024, sliding_window=128)
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self.assertTrue(
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adder._swa_req_never_fits(
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extend_input_len=256, max_new_tokens=64, swa_host_hit_length=4096
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)
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)
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def test_swa_never_fits_is_gated_by_pool_capacity(self):
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# Same request; only the pool size changes. Proves the check compares
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# the budget against size_swa (guards against a wrong-accessor bug).
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req = dict(extend_input_len=256, max_new_tokens=64, swa_host_hit_length=600)
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self.assertTrue(
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self.create_swa_adder(size_swa=512, sliding_window=128)._swa_req_never_fits(
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**req
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)
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)
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self.assertFalse(
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self.create_swa_adder(
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size_swa=4096, sliding_window=128
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)._swa_req_never_fits(**req)
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)
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if __name__ == "__main__":
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unittest.main()
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