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feat(mocker): publish native KV events from the vLLM gRPC server - #14737
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Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
WalkthroughThe vLLM mocker now publishes KV-cache events through dynamically bound ZMQ endpoints. It exposes event source metadata, supports sidecar relay, and adds unit and end-to-end coverage for publication, cache hits, and evictions. ChangesvLLM KV event publication
Priority: ⬇️ Low Estimated code review effort: 4 (Complex) | ~45 minutes Merge Risk: 🟡 Moderate · up to Following the documented separate-container setup leaves the sidecar unable to reach KV events. Correct the deployment guidance or support configurable bind and advertised addresses before merge. 🚥 Pre-merge checks | ✅ 3 | ❌ 2❌ Failed checks (2 warnings)
✅ Passed checks (3 passed)
Full details: Docstring CoverageExplanation Docstring coverage is 66.67% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 27 functions across 6 files. (2 skipped: 2 unsupported.) Full details: Description checkExplanation The description covers the change, implementation areas, validation, reviewer starting points, and no-related-issue confirmation. However, it uses "Summary" instead of the required "Overview" heading and states that
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In `@lib/mocker/servers/vllm/README.md`:
- Around line 57-58: Update the cross-container guidance in the README: require
the sidecar to share the vLLM server’s network namespace, or first implement
configurable bind and advertised addresses before documenting separate-container
or host deployment. Remove the claim that exposing a fixed port alone makes the
discovered 127.0.0.1 endpoint reachable.
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lib/mocker/servers/vllm/Cargo.tomllib/mocker/servers/vllm/README.mdlib/mocker/servers/vllm/src/main.rslib/mocker/servers/vllm/src/server.rslib/mocker/servers/vllm/src/server_tests.rslib/mocker/servers/vllm/tests/common/mod.rslib/mocker/servers/vllm/tests/sidecar.rslib/mocker/src/services/zmq_events.rs
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Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
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Approving. Reviewed the whole diff, verified by execution on macOS ARM64 at head 27b9f9c with a scratch CARGO_TARGET_DIR. No P0/P1/P2/P3 findings. I have replied on the three existing threads with independent verification rather than opening duplicates.
Because the mocker is a test oracle, I treated event fidelity as the decisive question — not "does it publish events" but "are they the same events a real vLLM engine emits".
Event fidelity
The published events are consumed by the same decoder real vLLM's ZMQ events go through — dynamo_kv_router::zmq_wire::decode_event_batch → convert_event, reached via KvEventSourceConfig::Zmq. There is no mocker-specific decode path, so any divergence would surface as a decode error or a filtered event, not as a silently different index.
I traced dynamo_kv_router::zmq_wire::convert and dynamo_llm::kv_router::publisher through the new sidecar test. For the measured prompt [11,22,33,44,55,66,77,88] at block_size = 4:
Creating stored block: external_block_hash=4117275816416024698, tokens_hash=4117275816416024698, token_ids=[11, 22, 33, 44]
Creating stored block: external_block_hash=5947898228081096063, tokens_hash=6081346995852963768, token_ids=[55, 66, 77, 88]
- Block hashes are sequence-aware (parent-chained), as vLLM's are — not position-independent. The root block's chained hash equals its local hash; the second block's does not. That was the divergence I was most worried about, because a position-independent external hash would let one eviction remove the wrong radix node and leave the router over-reporting a cache it does not have. It does not happen.
tokens_hashis recomputed by the decoder from the publishedtoken_idsand matches the router's owncompute_block_hash_for_seqover the request tokens. That is the property KV-aware routing actually depends on, and the test asserts it.- Store/remove semantics line up. Both blocks arrive in one batch in sequence order with
parent_hash: Noneat the prompt root, and eviction reports the chained hashes leaf-first:Removed([5947898228081096063, 4117275816416024698])— child before parent, which is the only safe order for a radix tree. - Across the full run there were no
Failed to decode, no filtered-event, and no "Block not published" warnings — so nothing is being silently dropped at the consumer.
One structural point in the encoder's favour: KvEventData in the upstream simulation crate has only Stored and Removed variants, so the Cleared => vec![] arm in convert_to_zmq_events is unreachable from this producer. There is no path where a cache clear is swallowed and leaves the index stale.
Mutation testing — 5 mutations, 5 kills
| mutation | test killed |
|---|---|
XOR 1 into every published stored block_hash |
sidecar_relays_stored_and_evicted_blocks (eviction phase) |
suppress BlockRemoved entirely |
sidecar_relays_stored_and_evicted_blocks (eviction phase) |
+1 every published token_id |
sidecar_relays_stored_and_evicted_blocks (store phase) |
| fall back to an automatic port when the configured bind fails | failed_kv_publisher_is_not_advertised |
drop the config.mode != ServerMode::Decode guard |
kv_event_discovery_follows_regular_mocker_rules |
The new tests pin what they claim. I also flipped admitting_args() back to enable_prefix_caching(true): all 15 lib tests still pass, so that fixture change is pure socket isolation and is not masking a failure.
Default path, and only one event path
MockEngineArgs::default() has enable_prefix_caching = true, so a server started with no --extra-engine-args now binds an ephemeral ZMQ PUB socket and advertises one source where it previously advertised none. That is the intended change and the README says so; the two things I checked are that it cannot surprise a non-KV deployment, and that it cannot double-publish:
- Nothing subscribes unless KV routing is on —
lib/backend-common/src/worker.rsreturns beforekv_event_sources()when!config.enable_kv_routing, and returns early again when the source list is empty, so a failed bind degrades to exactly the pre-PR behaviour. KvEventPublishers::new(None, sink)installs a raw sink only, with no in-process relay, andGetKvEventSourcesreturns exactly the one bound endpoint. There is no configuration where the ZMQ path and an event-plane path are both live.- Token-id retention is wired correctly:
raw_enabled()drivesemit_kv_token_idsingrouped_scheduler.rs, so the encoder'sassert_eq!(token_ids.len(), block_hashes.len() * block_size)cannot be reached with empty token ids through this path.
Coverage
rust-tests (.) runs cargo test --locked --all-targets from the workspace root, and lib/mocker/servers/vllm is a workspace member with no default-members narrowing, so the new unit tests and the tests/sidecar.rs integration target genuinely execute in pre-merge — not skipped.
Where verification stopped
- Not compared against a live vLLM process. No vLLM is installed here. "Matches real vLLM" above means: matches the decoder this repo uses for real vLLM events, and matches the schema pinned by
components/src/dynamo/vllm/tests/test_vllm_kv_events_api.py. - Disaggregated publishing is only unit-tested at the discovery level.
(Prefill, true, 1)and(Decode, true, 0)assert source counts; no test runs a prefill/decode pair and checks that the prefill leg's events reach an index. - No container run, so the README's cross-container port-mapping instructions are verified by reading
zmq_connect_endpointand by the observed wildcard-to-host rewrite, not by running two containers.
One local-environment note, not a finding
On this Mac sidecar_relays_stored_and_evicted_blocks fails at "KV relay did not become ready" unless DYN_EVENT_PLANE_HOST=127.0.0.1 is set: dynamo-runtime's event plane advertises the host's LAN IP and the loopback SUB never connects. Every hop this PR owns completes in the failing run — ZMQ receive, decode, convert, and "Forwarded KV event batch to router event plane" all appear — so it is event-plane behaviour, not this change, and CI is unaffected. Recording it only so the next person on macOS does not chase it.
* feat: KV DC Relay file based source mode (ai-dynamo#14807) Add live-reloaded file sources for KV DC Relay namespace selection and expose readiness and source revisions through /engine/state. Preserve applied membership on invalid updates, coalesce discovery refreshes, and isolate native integration tests in forked processes. Signed-off-by: Nikita Sukharev <kaonael@gmail.com> * feat(sglang): expose cross-encoder reranking through /v1/rerank (ai-dynamo#14032) Signed-off-by: xianlubird <xianlubird@gmail.com> * fix(profiler): explain inaccessible model paths during trust checks (ai-dynamo#14860) Signed-off-by: hongkuanz <hongkuanz@nvidia.com> * fix(sglang): sync discovery from native pause state (ai-dynamo#13951) Signed-off-by: William Arnold <7565007+Aphoh@users.noreply.github.com> Co-authored-by: Zero Rains <57100978+zeroRains@users.noreply.github.com> * feat(recipes): add Solar Open2 250B NVFP4 aggregated and disaggregated recipes for B200 (ai-dynamo#14376) Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com> * refactor(agents): session_id reader from AgentContext + forward to vLLM (ai-dynamo#14428) Signed-off-by: Karen Chung <karenc@nvidia.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> * fix(discovery): allow served aliases for the same model source (ai-dynamo#14857) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * fix(router): reject unknown explicit worker targets (ai-dynamo#14858) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * fix(xpu): stabilize XPU test workers (ai-dynamo#14539) Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com> Signed-off-by: VincyZhang <wenxin.zhang@intel.com> * feat(mm-routing): add Nemotron 3 Nano Omni video routing (ai-dynamo#14653) Signed-off-by: krishung5 <krish@nvidia.com> * fix(sglang): validate diffusion input_reference and bound media fetches (ai-dynamo#14435) The sglang image-diffusion and video-generation handlers passed the client-supplied input_reference through to the generator's image_path after only a non-empty check. Validate it first, and for remote references materialize it locally before the generator sees it, so the generator is always handed a trusted local path. This brings the sglang diffusion path in line with the vLLM/omni and trtllm backends, which already validate the same field. Behavior change: local I2I/I2V references now require DYN_MM_LOCAL_PATH to be set to the allowed directory; previously any path was accepted. common/http: - validate_media_reference() returns a plain filesystem path for local references; local_media_reference() is an async context manager that fetches a remote one through fetch_bytes(policy=...), which revalidates every redirect hop, into a temp file removed on exit. data: is rejected -- a URI is not a path. - fetch_bytes() gained max_bytes, streaming through collect_capped at an explicit read granularity so the cap is an allocation bound and not only a rejection: a 128 MiB-decoded gzip body against the 64 MiB cap peaks at 68,032,217 bytes rather than the whole decompressed body. Content-Length is caller-controlled and absent when chunked, and aiohttp's read(n) returns at most n bytes, so neither a header check nor a single capped read suffices. Defaults to None, leaving existing callers unchanged. - DYN_MM_MAX_FILE_SIZE_MB makes that cap operator-tunable, in megabytes, as the SGLang arg it replaces was. Read per call; empty, unparseable or non-positive falls back to 64 with a warning, so a malformed value neither takes the worker down nor reads as unlimited. - Messages built from caller input are bounded via describe_media_source, moved from multimodal/media_source.py (it pulls in torch) into url_validator.py and re-exported from its old home; a no-op below 120 characters. - HttpStatusError bounds its .message attribute, not only the rendered string: errors.rs::extract_http_like_error reads .status and .message off this class by name and forwards .message on a 4xx without calling str(). Backend exception text is bounded head-and-tail, since aiohttp renders the host before the errno. - validate_local_path uses exc.strerror rather than the raw OSError, whose text repeats the filename, and now catches the ValueError that Path.resolve() raises on an embedded NUL so callers keep their 4xx-vs-5xx decision. Rebased onto ai-dynamo#14563 (single aiohttp backend); the httpx-side half of the max_bytes plumbing went with that backend. Signed-off-by: nnshah1 <neelays@nvidia.com> Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com> Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * chore(deps): upgrade fastokens to 0.3.2 (ai-dynamo#14798) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * fix(vllm): ship codec-free OpenCV for image inputs (ai-dynamo#14361) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Co-authored-by: Anant Sharma <anants@nvidia.com> Co-authored-by: yunzhoul-nv <232973175+yunzhoul-nv@users.noreply.github.com> * docs: refresh community events Automated refresh from the public Dynamo Google Calendar. Generated by .github/workflows/community-events-refresh.yml. Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com> * ci: refresh the compliance baseline in auto-upgrade pipeline (ai-dynamo#14206) Signed-off-by: Anant Sharma <anants@nvidia.com> * feat(triton): honor KServe classification on tensor outputs (ai-dynamo#14783) Signed-off-by: Yingge He <yinggeh@nvidia.com> * docs(rl): stop the verl guide sending readers to a vLLM version it cannot run on (ai-dynamo#14571) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> * feat(mocker): publish native KV events from the vLLM gRPC server (ai-dynamo#14737) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * fix(kv-router): release unowned radix branches after eviction (ai-dynamo#14878) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * fix: show correct backend versions in the install selectors (ai-dynamo#13599) Signed-off-by: Anant Sharma <anants@nvidia.com> * build(vllm): prepare v0.29.0 bump (ai-dynamo#14543) Signed-off-by: Julien Darve <jdarve@NVIDIA.com> * ci(xpu): validation PR for the re-applied XPU workflows and Dockerfile Throwaway PR to prove the CI merged in #22 actually runs end to end on XPU hardware. Adds only a comment to container/templates/vllm_runtime.Dockerfile, which matches the `vllm` path filter (container/templates/vllm_*) and so makes changed-files set vllm=true, which is what gates build-xpu and the heterog-test-px-dn / heterog-test-pn-dx jobs. What this exercises: - .github/workflows/pr-xpu.yaml (push to pull-request/[0-9]+, needs the xpu label) - .github/workflows/pr-xpu-heterogeneous.yaml (push; its guard deliberately skips the label gate) - .github/workflows/epd-test-template.yml (workflow_call, from the heterog jobs) - .github/scripts/test-filters.js (the brace fix from #22) - container/templates/vllm_runtime.Dockerfile rendered and built for device=xpu Not exercised: .github/workflows/xpu-heterogeneous-dispatch.yaml is workflow_dispatch only and has to be run by hand from the Actions tab. The marker comment must be removed before this branch is ever merged. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * feat(triton): Update Triton Base Image to 26.08 (ai-dynamo#14854) Signed-off-by: J Wyman <jwyman@nvidia.com> Co-authored-by: Rini Gupta <rinig@nvidia.com> * fix(operator): normalize equivalent worker hash inputs (ai-dynamo#14721) Signed-off-by: bzsuni <bingzhe.sun@daocloud.io> * test(sglang): exercise NIXL in embedding cache E/PD test (ai-dynamo#14795) Signed-off-by: Sai Kiran Polisetty <spolisetty@nvidia.com> * fix(sglang): stop the elastic-EP scale-up worker crash-looping at startup (ai-dynamo#14568) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Co-authored-by: yunzhoul-nv <232973175+yunzhoul-nv@users.noreply.github.com> * fix(responses): honor tool_choice when parsing tool calls from text (ai-dynamo#14843) Signed-off-by: xianlubird <xianlubird@gmail.com> * ci: accept trusted full-CI request comments (ai-dynamo#14868) Signed-off-by: Matej Kosec <mkosec@nvidia.com> * docs: clarify EPP mode boundary and single-replica Dynamo mode fixes [DYN-4310] (ai-dynamo#14756) Signed-off-by: Anna Tchernych <atchernych@nvidia.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * ci(docs): move the generated-tables determinism gate out of link checking (ai-dynamo#14135) Signed-off-by: Dan Gil <dagil@nvidia.com> Co-authored-by: Claude Opus 5 <noreply@anthropic.com> * ci(docs): generate the Kubernetes API reference at publish time (ai-dynamo#14122) Signed-off-by: Dan Gil <dagil@nvidia.com> Co-authored-by: Claude Opus 5 <noreply@anthropic.com> * fix(operator): discover pull secrets for init containers (ai-dynamo#14922) Signed-off-by: bojiang-li <327132355+bojiang-li@users.noreply.github.com> * fix(sglang): stop an unusable mooncake backend crashing workers after model load (ai-dynamo#14461) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: glamr-agent <glamr-agent@users.noreply.github.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> * fix(sglang): emit prefill handoff before completion in sidecar (ai-dynamo#14260) Signed-off-by: jain-ria <riajain@NVIDIA.com> Co-authored-by: jain-ria <riajain@NVIDIA.com> Co-authored-by: Connor Carpenter <connorc@nvidia.com> Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com> * test(trtllm): enable fault tolerance coverage (ai-dynamo#14609) Signed-off-by: tanmayv25 <tanmay2592@gmail.com> * fix(frontend): evict async tokenizer executors when the tokenizer is retired (ai-dynamo#13368) Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> * fix(llm): report KServe datatypes by their wire names, not protobuf variants (ai-dynamo#14957) `ModelMetadata` reported each Triton-registered tensor's `datatype` using `inference::DataType::as_str_name()`, which returns the `model_config.proto` variant name (`TYPE_FP32`, `TYPE_STRING`, ...) instead of the KServe v2 wire names (`FP32`, `BYTES`, ...). Every datatype was wrong, so spec-conforming clients cannot parse any tensor the RPC describes. Adds `oip_name()` next to `tensor::DataType::to_kserve` covering all fifteen proto variants (incl. FP16 and BF16) and mapping `TYPE_STRING → BYTES`. Original PR by @ayaangazali: ai-dynamo#14770. Reissued under a signed commit to unblock the copy-pr-bot signature gate; diff is byte-identical. Closes ai-dynamo#14520. Signed-off-by: ayaangazali <ayaangazali@users.noreply.github.com> Signed-off-by: ayaangazali <ayaangazali.work@gmail.com> Signed-off-by: Vinya Kestur <vinyak@nvidia.com> Co-authored-by: ayaangazali <ayaangazali.work@gmail.com> * docs(mm-routing): document video KV routing (ai-dynamo#14958) Signed-off-by: krishung5 <krish@nvidia.com> * fix(sidecar): honor worker namespace suffix (ai-dynamo#14955) Signed-off-by: Biswa Panda <biswa.panda@gmail.com> * fix(bindings): drain bridge tasks before interpreter finalization (ai-dynamo#14813) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Co-authored-by: Tushar Sharma <tusharma@nvidia.com> * fix(discovery): stop a Qwen3-VL worker from serving video with another worker's contract (ai-dynamo#14624) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> * fix(gms): honor configured timeout during initial weights admission (ai-dynamo#14877) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Co-authored-by: Schwinn Saereesitthipitak <schwinns@nvidia.com> * feat(kv-router): add construction-time indexer delegates (ai-dynamo#14945) * fix(sglang): support min_tokens on tokenizer-free decode workers (ai-dynamo#14276) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Signed-off-by: jain-ria <riajain@NVIDIA.com> Co-authored-by: jain-ria <riajain@NVIDIA.com> Co-authored-by: MatejKosec <mkosec@nvidia.com> * feat(router): add SessionPrefixIndexer for session-block lineage (ai-dynamo#13807) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: Karen Chung <karenc@nvidia.com> Signed-off-by: Matej Kosec <mkosec@nvidia.com> Co-authored-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Co-authored-by: Matej Kosec <mkosec@nvidia.com> * fix(vllm): settle kvwarm stages through a per-step round on every attention-DP rank (ai-dynamo#14728) Signed-off-by: Yiming Liu <yimingl@nvidia.com> * feat(vllm): benchmark hybrid caches with random KDA state (ai-dynamo#14900) Signed-off-by: hongkuanz <hongkuanz@nvidia.com> * fix(runtime): fix QUIC reassembly and reduce response stalls (ai-dynamo#14876) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * feat(router): unify frontend and standalone selection core (ai-dynamo#14570) Signed-off-by: Ishan Dhanani <ishandhanani@gmail.com> Signed-off-by: Thomas Montfort <tjmontfort12@gmail.com> Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com> Co-authored-by: Thomas Montfort <tjmontfort12@gmail.com> * fix(planner): keep control APIs responsive during Prometheus collection (ai-dynamo#14377) Signed-off-by: xianlubird <xianlubird@gmail.com> Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com> * fix(router): record SGLang prefill completion after stream ends (ai-dynamo#14968) Signed-off-by: jain-ria <riajain@NVIDIA.com> * fix(frontend): send inline media once on the TCP request plane (ai-dynamo#14801) Signed-off-by: Sumit Mishra <sah299610@gmail.com> Co-authored-by: Indrajit Bhosale <iamindrajitb@gmail.com> * docs: refresh community events Automated refresh from the public Dynamo Google Calendar. Generated by .github/workflows/community-events-refresh.yml. Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com> * fix(vllm): initialize synchronizer in KV warmup capacity test (ai-dynamo#14984) Signed-off-by: Alec Flowers <aflowers@nvidia.com> * fix(recipes): make the Solar Open2 250B benchmark and docs link usable (ai-dynamo#14956) Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com> * feat(recipes): add K-EXAONE 2.0 750B-A37B NVFP4 vLLM recipes for B200 (ai-dynamo#14822) Signed-off-by: Cheng Wang <chengwa@nvidia.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * feat: KVCR Resiliency Deployment Example (ai-dynamo#14695) Add two-node DynamoGraphDeployment examples for process-local KVCR and the KVCR memory service. Run one vLLM worker per GPU node, use stable Grove ordinals for cache-owner slots, and request GPU-local RDMA resources for engines and Guard services. Provide a deployment helper for rendering and selecting either variant. Run the KV state agent alongside vLLM for process-local host memory. In memory-service mode, keep KVCR and the state agent in a separate container so its Guard and shared-memory pool survive engine restarts. Document that restarting the services sidecar invalidates the MVP recovery contract and requires deployment-level replacement. Add manifest coverage and an opt-in two-host lifecycle test. Kill the source EngineCore, hold it offline, and verify that the promoted Guard serves its preserved cache to the surviving target. Correlate response equality and KVCR transfer metrics with transmit and receive counters from the selected active HCA to prove RDMA transport. Pin compatible KVCR and vLLM revisions and document the runtime, discovery, compatibility-digest, and recovery prerequisites. Signed-off-by: Adit Ranadive <aranadive@nvidia.com> * feat(omni): add Nemotron Audex speech synthesis to /v1/audio/speech (ai-dynamo#12788) Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com> * ci: allow glamr-agent to request CI on its own unsigned PRs (ai-dynamo#14964) Signed-off-by: Matej Kosec <mkosec@nvidia.com> * fix(vllm): isolate multimodal worker ports (ai-dynamo#14751) Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com> Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com> * fix(runtime): reject invalid DYN_REQUEST_PLANE values (ai-dynamo#12612) Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: Matej Kosec <mkosec@nvidia.com> Signed-off-by: Coding Agent <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Co-authored-by: MatejKosec <mkosec@nvidia.com> * fix(responses): preserve text instead of inferring tool calls (ai-dynamo#14846) Signed-off-by: xianlubird <xianlubird@gmail.com> Co-authored-by: Ryan McCormick <rmccormick@nvidia.com> * chore: temporarily increase frontend build time limit 45 --> 90 min (ai-dynamo#15019) Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com> * test(operator): cover scoped CA injection ownership (ai-dynamo#14961) Signed-off-by: Julien Mancuso <jmancuso@nvidia.com> * feat(frontend): map semantic errors to HTTP responses (ai-dynamo#14396) Signed-off-by: Biswa Panda <biswa.panda@gmail.com> * docs: correct fault-tolerance architecture details (ai-dynamo#14880) Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com> * build(deps): bump nats-server to v2.14.7 (ai-dynamo#14919) Signed-off-by: Dan Gil <dagil@nvidia.com> * build(deps): bump AISimulate to 0.12.0 (ai-dynamo#15012) Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com> * remove oneAPI env for XPU detection * feat(backends): expose native LoRA capacity in model registration (ai-dynamo#14754) Signed-off-by: Julien Darve <jdarve@NVIDIA.com> Signed-off-by: bzsuni <bingzhe.sun@daocloud.io> Co-authored-by: bzsuni <86399306+bzsuni@users.noreply.github.com> * fix(planner): handle pending decisions in virtual connector wait (ai-dynamo#14841) Signed-off-by: bzsuni <bingzhe.sun@daocloud.io> Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com> * feat(vllm): add sidecar LoRA lifecycle (ai-dynamo#13068) Signed-off-by: Julien Darve <jdarve@NVIDIA.com> Signed-off-by: bzsuni <bingzhe.sun@daocloud.io> Co-authored-by: Julien Darve <jdarve@NVIDIA.com> Co-authored-by: bzsuni <86399306+bzsuni@users.noreply.github.com> * fix(vllm/omni): pass response_format into video EngineInputs (ai-dynamo#14667) (ai-dynamo#14844) * chore: bump version to 1.6.0 post 1.5.0 branch cut (ai-dynamo#15009) Signed-off-by: pvijayakrish <pvijayakrish@nvidia.com> Signed-off-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix(ci): Use `pytest --ignore` to Skip Tests Based on Framework (ai-dynamo#14815) Signed-off-by: J Wyman <jwyman@nvidia.com> * feat(sidecar): add e2e CI testing for sidecar launch scripts (ai-dynamo#14508) Signed-off-by: tanmayv25 <tanmay2592@gmail.com> Signed-off-by: Julien Darve <jdarve@NVIDIA.com> Co-authored-by: Julien Darve <jdarve@NVIDIA.com> * chore(xpu): upgrade vllm and omni to 0.29.0 Signed-off-by: wenxin.zhang <wenxin.zhang@intel.com> * docs(operator): document the DGDR workload-creation trust boundary (ai-dynamo#14429) Signed-off-by: nnshah1 <neelays@nvidia.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> * fix(xpu): use released vllm-omni prerelease Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com> * test(efa): add the EFA disaggregated deploy test for sglang (ai-dynamo#13893) Signed-off-by: Jie Hao <jihao@nvidia.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix(runtime): support IPv6-only IP resolution (ai-dynamo#13126) Signed-off-by: jthomson04 <jwillthomson19@gmail.com> * docs(fault-tolerance): clarify migration after shutdown grace expires (ai-dynamo#14872) Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com> * feat(vllm-omni): preserve generated video audio (ai-dynamo#13707) Signed-off-by: Guan Luo <gluo@nvidia.com> Co-authored-by: Guan Luo <gluo@nvidia.com> * feat(vllm-omni): pass model-specific video parameters (ai-dynamo#13708) Signed-off-by: Guan Luo <gluo@nvidia.com> Co-authored-by: Guan Luo <gluo@nvidia.com> * feat(vllm-omni): qualify MiniMax-H3 T2VA on B200 (ai-dynamo#13589) Signed-off-by: Guan Luo <gluo@nvidia.com> Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com> Co-authored-by: Guan Luo <gluo@nvidia.com> Co-authored-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com> Co-authored-by: Ryan McCormick <rmccormick@nvidia.com> * fix(vllm): remove obsolete Omni compatibility guard Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com> * fix(vllm): retain Omni compatibility guard Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com> * .github/workflows/pr-xpu-heterogeneous.yaml; pin GPU_TAG to latest * .github/workflows/; add post-merge and nightly XPU heterogeneous CI Extract the XPU heterogeneous P/D pipeline out of pr-xpu-heterogeneous.yaml into xpu-heterogeneous-run.yml, a workflow_call reusable workflow, and call it from three thin trigger workflows so all three merge phases run the identical pipeline instead of drifting copies. xpu-heterogeneous-run.yml new, reusable. guard, changed-files, build-xpu, build-nvidia, resolve-images and both heterog tests, unchanged, plus 7 inputs. pr-xpu-heterogeneous.yaml reduced to the pre-merge trigger, the slash-command gate and the reaction. post-merge-xpu-heterogeneous.yaml new. push to main. nightly-xpu-heterogeneous.yaml new file, but the cron is MOVED, not added: it is the 0 23 * * * schedule that was already in pr-xpu-heterogeneous.yaml. No behaviour change per phase. force_all_tests replaces the old github.event_name == 'schedule' || github.event_name == 'issue_comment' expression with the same truth table: pre-merge passes github.event_name == 'issue_comment', nightly passes true. Post-merge also passes true, because a push to main has no PR base for .github/actions/changed-files to diff against, and post-merge exists to catch what per-PR gating missed. xpu-status-check stays a TOP-LEVEL job in each caller rather than moving into the reusable workflow. A job contributed by a reusable workflow reports to the Checks API as "run / xpu-status-check", so hosting it there would rename the context and leave any branch protection rule requiring xpu-status-check waiting forever on a check that no longer reports. The concurrency mapping stays byte-identical across all four workflows that touch this hardware, now including xpu-heterogeneous-dispatch.yaml. Three files do NOT get three slots: the cluster, the dynamo-system namespace and the onexpu-/onenvidia-rdma-kueue ResourceClaimTemplates are one global resource. The reusable workflow deliberately carries no concurrency block of its own, which would deadlock against the slot the caller's run already holds. Parameterised gpu_tag, model, tensor_parallel and runner as inputs so the callers can diverge; all default to the previously hardcoded values. Added workflow_dispatch to the nightly, without which a schedule-only workflow cannot be exercised before it reaches the default branch. Verified: all files parse; the four concurrency mappings are byte-identical; the reusable workflow declares no concurrency; every input each caller passes exists and every required input is supplied; nesting is depth 3 of the 4 GitHub allows. actionlint was not available to run, and will report queue:max as an unknown key in all four files, a known false positive. --------- Signed-off-by: Nikita Sukharev <kaonael@gmail.com> Signed-off-by: xianlubird <xianlubird@gmail.com> Signed-off-by: hongkuanz <hongkuanz@nvidia.com> Signed-off-by: William Arnold <7565007+Aphoh@users.noreply.github.com> Signed-off-by: Sandhya Rani Narravula <snarravula@nvidia.com> Signed-off-by: Karen Chung <karenc@nvidia.com> Signed-off-by: jthomson04 <jwillthomson19@gmail.com> Signed-off-by: Wenxin Zhang <wenxin.zhang@intel.com> Signed-off-by: VincyZhang <wenxin.zhang@intel.com> Signed-off-by: krishung5 <krish@nvidia.com> Signed-off-by: nnshah1 <neelays@nvidia.com> Signed-off-by: Dmitry Tokarev <dtokarev@nvidia.com> Signed-off-by: svc-glamr@nvidia.com <svc-glamr@nvidia.com> Signed-off-by: GLAMR <svc-glamr@nvidia.com> Signed-off-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com> Signed-off-by: Anant Sharma <anants@nvidia.com> Signed-off-by: Yingge He <yinggeh@nvidia.com> Signed-off-by: Julien Darve <jdarve@NVIDIA.com> Signed-off-by: J Wyman <jwyman@nvidia.com> Signed-off-by: bzsuni <bingzhe.sun@daocloud.io> Signed-off-by: Sai Kiran Polisetty <spolisetty@nvidia.com> Signed-off-by: Matej Kosec <mkosec@nvidia.com> Signed-off-by: Anna Tchernych <atchernych@nvidia.com> Signed-off-by: Dan Gil <dagil@nvidia.com> Signed-off-by: bojiang-li <327132355+bojiang-li@users.noreply.github.com> Signed-off-by: glamr-agent <glamr-agent@users.noreply.github.com> Signed-off-by: jain-ria <riajain@NVIDIA.com> Signed-off-by: tanmayv25 <tanmay2592@gmail.com> Signed-off-by: Peter Pan <Peter.Pan@daocloud.io> Signed-off-by: ayaangazali <ayaangazali@users.noreply.github.com> Signed-off-by: ayaangazali <ayaangazali.work@gmail.com> Signed-off-by: Vinya Kestur <vinyak@nvidia.com> Signed-off-by: Biswa Panda <biswa.panda@gmail.com> Signed-off-by: Schwinn Saereesitthipitak <schwinns@nvidia.com> Signed-off-by: Yiming Liu <yimingl@nvidia.com> Signed-off-by: Ishan Dhanani <ishandhanani@gmail.com> Signed-off-by: Thomas Montfort <tjmontfort12@gmail.com> Signed-off-by: Sumit Mishra <sah299610@gmail.com> Signed-off-by: Alec Flowers <aflowers@nvidia.com> Signed-off-by: Cheng Wang <chengwa@nvidia.com> Signed-off-by: Adit Ranadive <aranadive@nvidia.com> Signed-off-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com> Signed-off-by: Keiven Chang <keivenchang@users.noreply.github.com> Signed-off-by: Coding Agent <svc-glamr@nvidia.com> Signed-off-by: Julien Mancuso <jmancuso@nvidia.com> Signed-off-by: Elizabeth Thomas <email2eliza@gmail.com> Signed-off-by: Harrison King Saturley-Hall <hsaturleyhal@nvidia.com> Signed-off-by: pvijayakrish <pvijayakrish@nvidia.com> Signed-off-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com> Signed-off-by: wenxin.zhang <wenxin.zhang@intel.com> Signed-off-by: Jie Hao <jihao@nvidia.com> Signed-off-by: Jacky <18255193+kthui@users.noreply.github.com> Signed-off-by: Guan Luo <gluo@nvidia.com> Signed-off-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com> Co-authored-by: Nikita Sukharev <kaonael@gmail.com> Co-authored-by: Xianlu Bird <xianlubird@gmail.com> Co-authored-by: Hongkuan Zhou <tedzhouhk@gmail.com> Co-authored-by: William Arnold <7565007+Aphoh@users.noreply.github.com> Co-authored-by: Zero Rains <57100978+zeroRains@users.noreply.github.com> Co-authored-by: snarravula-dl <snarravula@nvidia.com> Co-authored-by: Karen Chung <karenc@nvidia.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> Co-authored-by: jthomson04 <jwillthomson19@gmail.com> Co-authored-by: VincyZhang <wenxin.zhang@intel.com> Co-authored-by: Kris Hung <krish@nvidia.com> Co-authored-by: Neelay Shah <neelays@nvidia.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> Co-authored-by: GLAMR <svc-glamr@nvidia.com> Co-authored-by: Anant Sharma <anants@nvidia.com> Co-authored-by: yunzhoul-nv <232973175+yunzhoul-nv@users.noreply.github.com> Co-authored-by: dynamo-ops <170655669+dynamo-ops@users.noreply.github.com> Co-authored-by: Yingge He <157551214+yinggeh@users.noreply.github.com> Co-authored-by: JulienDarve <86800349+JulienDarve@users.noreply.github.com> Co-authored-by: J Wyman <jwyman@nvidia.com> Co-authored-by: Rini Gupta <rinig@nvidia.com> Co-authored-by: bzsuni <86399306+bzsuni@users.noreply.github.com> Co-authored-by: Sai Kiran Polisetty <spolisetty@nvidia.com> Co-authored-by: MatejKosec <mkosec@nvidia.com> Co-authored-by: atchernych <atchernych@nvidia.com> Co-authored-by: Dan Gil <dagil@nvidia.com> Co-authored-by: Bojiang Li <327132355+bojiang-li@users.noreply.github.com> Co-authored-by: Connor Carpenter <connorcarpenter15@gmail.com> Co-authored-by: jain-ria <riajain@NVIDIA.com> Co-authored-by: Connor Carpenter <connorc@nvidia.com> Co-authored-by: ishandhanani <82981111+ishandhanani@users.noreply.github.com> Co-authored-by: Tanmay Verma <tanmayv@nvidia.com> Co-authored-by: Peter Pan <peter.pan@daocloud.io> Co-authored-by: Vinya Kestur Tumakuru Arun Kumar <vinyak@nvidia.com> Co-authored-by: ayaangazali <ayaangazali.work@gmail.com> Co-authored-by: Biswa Panda <biswa.panda@gmail.com> Co-authored-by: Tushar Sharma <tusharma@nvidia.com> Co-authored-by: Schwinn Saereesitthipitak <schwinns@nvidia.com> Co-authored-by: Ryan Olson <ryanolson@users.noreply.github.com> Co-authored-by: Yimingl_Nvidia <yimingl@nvidia.com> Co-authored-by: Thomas Montfort <tjmontfort12@gmail.com> Co-authored-by: Sumit884-byte <sah299610@gmail.com> Co-authored-by: Indrajit Bhosale <iamindrajitb@gmail.com> Co-authored-by: Alec <35311602+alec-flowers@users.noreply.github.com> Co-authored-by: chw001 <chengwa@nvidia.com> Co-authored-by: Adit Ranadive <aranadive@nvidia.com> Co-authored-by: Thanaji Rao Thakkalapelli <thanaji.rao.thakkalapelli@intel.com> Co-authored-by: Keiven C <213854356+keivenchang@users.noreply.github.com> Co-authored-by: Keiven Chang <keivenchang@users.noreply.github.com> Co-authored-by: Ryan McCormick <rmccormick@nvidia.com> Co-authored-by: Dmitry Tokarev <dtokarev@nvidia.com> Co-authored-by: Julien Mancuso <161955438+julienmancuso@users.noreply.github.com> Co-authored-by: Elizabeth Thomas <email2eliza@gmail.com> Co-authored-by: Harrison Saturley-Hall <hsaturleyhal@nvidia.com> Co-authored-by: Julien Darve <jdarve@NVIDIA.com> Co-authored-by: Jasim Kareem <mj9034812@gmail.com> Co-authored-by: Pavithra Vijayakrishnan <160681768+pvijayakrish@users.noreply.github.com> Co-authored-by: Jie Hao <jihao@nvidia.com> Co-authored-by: Jacky <18255193+kthui@users.noreply.github.com> Co-authored-by: Qi Wang <qiwa@nvidia.com> Co-authored-by: Guan Luo <gluo@nvidia.com> Co-authored-by: GuanLuo <41310872+GuanLuo@users.noreply.github.com>
Summary
The vLLM mock gRPC server currently advertises no KV event sources, so sidecar runs cannot populate the router's KV index. Publish native KV events when prefix caching is enabled and the serving role is not decode, using the regular mocker's event generation and ZMQ publisher.
Details
GetKvEventSources.VllmMockerService::newAPI and its existing active-Tokio-runtime requirement. Bind sockets and read endpoints synchronously, then spawn the publisher on the current runtime. The existing asyncZmqKvEventSink::newremains compatible.Validation
Run outside the sandbox against the existing published AISimulate dependency:
cargo test --locked -p dynamo-vllm-mocker— 19 tests passed. Includes publication conditions and failure handling, plus native source discovery through the real vLLM sidecar and stored/removed events reaching the router index through the shared ZMQ relay.cargo test --locked -p dynamo-mocker --features zmq-events services::zmq_events --lib— 6 tests passed, including automatic/fixed ports, replay, socket cleanup, and an error when no Tokio runtime is active.rustfmt --check;git diff --checkpasses.Additional validation of the synchronous-construction follow-up used the isolated upgrade candidate from #14744, pinned to unchanged AISimulate PR #188 at
3e5b5214556e255cd5940fdf9155a9d31d651470with the documented Dynamo compatibility adapters. Both mock-server suites passed (30 tests). Four full HTTP smoke cases passed (68 completion requests): vLLM and SGLang, each with automatic and fixed event ports. The real sidecar relays accepted stored and removed events, and the router reported 0% -> 100% -> 0% hits for a measured prompt before caching, after caching, and after eviction.Where should the reviewer start?
Start with
lib/mocker/servers/vllm/src/server.rs, thenlib/mocker/src/services/zmq_events.rsand the sidecar integration test.Related Issues
Summary by CodeRabbit
New Features
Documentation
Bug Fixes