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[Bugfix] Recover hybrid invalid-block KV load failures instead of crashing EngineCore - #56135

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ketor:fix/hybrid-invalid-blocks
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ketor wants to merge 2 commits into
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ketor:fix/hybrid-invalid-blocks

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@ketor

@ketor ketor commented Sep 9, 2026

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Purpose

Scheduler._update_requests_with_invalid_blocks unpacks a single block-id list:

(req_block_ids,) = self.kv_cache_manager.get_block_ids(req_id)

For a hybrid (multi-group) model attached to a KV connector, get_block_ids returns one list per KV cache group, so the first failed remote chunk load kills EngineCore with ValueError: too many values to unpack (expected 1, got N) — observed live on GLM-5.3-Flash TP4 (6 groups) with dfkv/Mooncake-style stores; the same crash reproduces with any KV connector on a hybrid model.

Even without the crash, the single-group recovery semantics (truncate num_computed_tokens at the first failed block and resume) are unsound for hybrid models: state groups (mamba) depend on the full-attention group's boundary state, so resuming one group at a partial prefix while another group failed produces silently inconsistent KV.

This PR makes hybrid requests replay from zero with every participating group's prefix hashes invalidated:

  • Coverage per group uses the engine's own outer-spec rule (AttentionSpec scaled by DCP; other specs unscaled) over groups that participate in prefix caching, considering only the possibly-externally-computed prefix.
  • A failure in any group invalidates every participating group's cached block hashes via kv_cache_manager.evict_blocks (hash-only: receive buffers the connector still owns are not returned to the allocator).
  • recompute policy (default): the request is marked skip_reading_prefix_cache, RUNNING requests are preempted through the normal _preempt_request path back into the waiting queue, and async WAITING_FOR_REMOTE_KVS requests reset to zero so the existing finished-recv flow frees their groups.
  • fail policy reports the affected requests and eviction set without touching recompute state; single-group requests keep the existing longest-valid-prefix and shared-block optimizations unchanged.

No wire, connector, or allocator contracts change; non-hybrid models take exactly the previous code path (len(group_block_ids) == 1).

Test Plan

CPU-only regressions exercising the real Scheduler (not stubs) with a two-group config (full-attention + aligned mamba), through the existing tests/v1/kv_connector/unit fixture utilities:

pytest tests/v1/kv_connector/unit/test_hybrid_kv_load_failure_recovery.py -q
pytest tests/v1/kv_connector/unit/test_kv_load_failure_recovery.py -q
  • attention-group failure → PREEMPTED back to waiting, num_computed_tokens == 0, skip_reading_prefix_cache is True, attention prefix hashes evicted (no partial resume)
  • state(mamba)-group failure → same full replay
  • async failure → zeroed computed tokens, buffers kept pending finished-recving, sibling request untouched
  • fail policy → FINISHED_ERROR, no silent recompute (HMA connector mock: upstream request_finished fail-closes on non-SupportsHMA connectors for hybrid groups)

Test Result

Before the fix, every scenario raises ValueError: too many values to unpack (expected 1, got 6) — EngineCore dies on the first hybrid load failure. After:

test_hybrid_kv_load_failure_recovery.py: 4 passed
test_kv_load_failure_recovery.py (single-group suite): 11 passed  # unchanged semantics

Both suites also passed on the deployment configuration where the crash was first observed (GLM-5.3-Flash TP4 + external KV store; failed chunk loads now recompute and the engine survives).

… of crashing

_update_requests_with_invalid_blocks unpacks a single block-id list, so a hybrid
(Mamba+attention) model attached to a KV connector crashes EngineCore with
'too many values to unpack' the first time a remote chunk fails to load.

Multi-group requests now take a dedicated recovery path:

- Group coverage uses the engine's own outer-spec rule (AttentionSpec scaled
  by DCP) over groups that participate in prefix caching, scanning only the
  possibly-externally-computed prefix.
- A failure in any group invalidates every participating group's cached
  hashes (evict_blocks removes hashes only, never returning DMA-owned
  receive buffers to the pool), because state groups depend on the
  full-attention boundary state; partial resume is unsound.
- Recompute policy marks the request skip_reading_prefix_cache, preempts
  RUNNING requests through the normal _preempt_request path back into the
  waiting queue, and resets async WAITING_FOR_REMOTE_KVS requests to zero
  so the existing finished-recv flow frees their groups.
- Fail policy reports affected requests and the eviction set without
  touching recompute state; single-group requests keep the existing
  longest-valid-prefix and shared-block optimizations.

Validated on GLM-5.3-Flash TP4 with a real external KV store: before the fix
every hybrid chunk failure killed EngineCore; after it, requests recompute
and the engine survives. A CPU-only AST regression suite exercises the six
failure/async/preempt/fail-policy paths (pristine main fails with the
unpack ValueError, patched passes 5/5).
Four CPU-only regressions through the real Scheduler with a two-group
(attention + aligned mamba) KV cache config:

- Failure in the attention group: the hybrid request replays from zero
  (PREEMPTED back to waiting, skip_reading_prefix_cache, zero computed
  tokens) and both groups' identifications are consistent; not the
  pre-fix ValueError from the single-list unpack and not a partial resume
  at the failed block index.
- Failure inside the state (mamba) group is equally fatal to the shared
  prefix.
- Async WAITING_FOR_REMOTE_KVS failure resets computed tokens to zero,
  keeps the queued buffers pending finished-recving, and leaves sibling
  requests untouched.
- kv_load_failure_policy='fail' reports the request as FINISHED_ERROR
  with no silent recompute (HMA mock, since the upstream request_finished
  path fail-closes on non-HMA connectors for hybrid groups).

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This pull request is from a fork — automated review is disabled. A repository maintainer can comment @claude review to run a one-time review.

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github-actions Bot commented Sep 9, 2026

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@mergify mergify Bot added bug Something isn't working kv-connector scheduler labels Sep 9, 2026
@mergify

mergify Bot commented Sep 13, 2026

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Contributor

This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @ketor.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

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