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perf(kv-router): share ZMQ contexts across services sockets; dial replay per gap - #17253

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@jthomson04 jthomson04 commented Oct 24, 2026 •

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Overview:

Every ZMQ socket in lib/kv-router/src/services (the selection service, the standalone indexer and replica sync) created its own zmq::Context, which brings an I/O thread and a reaper thread. On top of that, every worker rank with a replay_endpoint kept a replay DEALER open for the life of its listener, idle except during replays. Ray Serve LLM's vLLM KV-events config advertises both endpoints. So the embedded SelectionService in each Ray ingress replica ran about four threads per worker rank: 4,118 threads at 1,024 workers. This PR shares process-wide ZMQ contexts and opens the replay DEALER only for a replay.

A/B on one GB200 Grace node:

Before After
Ingress process threads 4,118 32
RSS 5.00 GiB 4.55 GiB (−9%)
Ingest cores (tokio + libzmq, everything but the GIL thread) 1.08 0.93 (−15%)
System CPU 0.52 cores 0.44 cores (−16%)
ZMQ transport CPU 2.36 ms/req 1.76 ms/req (−25%)
Requests/s 218 221
Hit ratio, predicted / engine 0.926 / 0.925 0.924 / 0.924
Replay DEALERs open 1,024, from startup 0 (no gaps)

Requests/s stays flat because the Ray ingress is bound by its GIL thread. The savings are per ingress replica, and every replica subscribes to every worker. On the HTTP selection service, ZMQ ingest was about 20% of a saturated 16-core process.

Details:

  • services/common/zmq.rs. Sockets are created in a process-wide ContextPool.
    • Each context gets DYN_ZMQ_IO_THREADS I/O threads. The runtime event plane reads the same variable, and the default is 4.
    • libzmq caps a context at ZMQ_MAX_SOCKETS (1023), which the zmq crate cannot raise. A closed socket keeps its slot until the context's reaper thread frees it, so the pool does not count sockets itself: a socket goes to the first context that accepts it, and the pool adds a context only when every existing one refuses with EMFILE.
    • The bound replica-sync PUB stays on its own context. Dropping it terminates that context, which waits until libzmq has closed the listener, so the port is free when shutdown() returns, as before this PR. In a shared context the close is asynchronous.
    • Linger stays 0.
  • services/indexer/listener.rs. ListenerLoop now keeps the replay endpoint rather than a socket. replay_gap opens a DEALER for the replay and drops it afterwards.
    • The replay protocol, watermark, per-(worker, rank) ordering and error handling are unchanged.
    • The only behavior change: the replay connection is now made when a replay starts, not when the listener starts.
    • Both listener sockets are now owned by ListenerLoop, so the SharedSocket (Arc<tokio::Mutex<…>>) alias and its free send_multipart/recv_multipart helpers are gone.
  • Why not reuse the frontend's pooled direct-ZMQ subscribers.
    • They live in dynamo-runtime and dynamo-llm, which services/ may not depend on.
    • They tell messages on a shared SUB socket apart by the Dynamo envelope's publisher-ID frame. Raw vLLM batches carry no worker identity, and Ray publishes on topic "", so sharing a SUB socket across workers would mix their sequence spaces.
    • Pooling SUB sockets would need per-worker topics in the registration API, which is a possible follow-up.
  • Docs. DYN_ZMQ_IO_THREADS is added to the standalone selection and indexer pages.

Where should the reviewer start?

ContextPool in services/common/zmq.rs, then replay_gap in services/indexer/listener.rs.

Validation

  • cargo clippy -p dynamo-kv-router --all-targets -- -D warnings with standalone-selection,standalone-indexer,standalone-slot-tracker together and each alone
  • cargo clippy --features select-service,kv-indexer -- -D warnings in lib/bindings/python
  • cargo test -p dynamo-kv-router --features standalone-selection,standalone-indexer,standalone-slot-tracker --lib services::: 266 passed. That includes:
    • the new pool_adds_a_context_when_libzmq_refuses_a_socket (1,024 sockets; skips when the open-file limit is under 4,096);
    • startup_and_shutdown_release_replica_resources, which now rebuilds on the same port with a single attempt right after shutdown(). Before the dedicated publisher context, 5 of 30 runs failed with EADDRINUSE; now 0 of 30 fail;
    • replay_accepts_engine_framing (SGLang and vLLM framing), adapted to the dial-per-replay DEALER;
    • the replica-sync tests.
  • cargo test -p dynamo-kv-router --features ... --test standalone_indexer_http: 6 passed, including the real PUB-to-index zmq_published_tiered_events_appear_in_http_query.
  • Socket churn near the libzmq cap, as a scratch test that isn't committed: 1,000 SUB sockets, then 20 rounds of dropping 100 and recreating 100 at once. With the earlier 1,000-lease pool, 1,540 of 2,000 creations failed with EMFILE; with this PR's pool, 0 of 2,000 fail, spread over two contexts.
  • Late-start replay smoke, run locally against real mocker replay endpoints:
    • Setup: two selection services built from this branch. The bench ray flow drives the first with 8 mocker workers, each running a replay ROUTER. 10 s into traffic, the same 8 workers are registered on the second service, so each of its listeners joins mid-stream and replays from sequence 0 over a new connection.
    • Result: 8 of 8 replays completed (186–344 batches each, 12–16 ms including the connect), with 0 incomplete replays, connect failures or errors. After the run, both services' /dump indexes were identical (551 events).

🤖 Generated with Claude Code

…lay per gap

Every services ZMQ socket created its own zmq::Context, an I/O thread plus
a reaper thread each, and every worker rank with a replay endpoint kept an
idle replay DEALER for its listener's life. Ray Serve LLM advertises both
endpoints, so an embedded SelectionService ran about four threads per
worker rank.

- Sockets lease a slot in process-wide contexts: DYN_ZMQ_IO_THREADS I/O
  threads each (default 4, as in the runtime event plane), up to 1000
  sockets each, under libzmq's default ZMQ_MAX_SOCKETS of 1023.
- The KV-event listener opens its replay DEALER only for a replay.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
@jthomson04
jthomson04 requested review from a team as code owners October 24, 2026 18:45
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/ok to test 29a3a99

@github-actions github-actions Bot added perf documentation Improvements or additions to documentation labels Oct 24, 2026
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Review in Change Stack →

Walkthrough

The router now pools ZMQ contexts, with configurable I/O thread counts and a 1,000-socket capacity per context. Replay sockets connect when a replay gap is handled. The developer guide documents the context setting.

Changes

ZMQ Socket Lifecycle

Layer / File(s) Summary
Pool contexts and lease sockets
lib/kv-router/src/services/common/zmq.rs, docs/fern/pages/developer-guide/knowledge-base/modular-components/router/standalone-indexer.md, docs/fern/pages/developer-guide/knowledge-base/modular-components/router/standalone-selection.md
A process-wide pool reuses contexts with capacity for 1,000 socket leases each. DYN_ZMQ_IO_THREADS sets the I/O thread count; the default is 4. Socket construction acquires a lease, and closing a socket releases it. A test checks context creation and lease reuse. Both CLI tables document the setting and context limit.
Connect replay sockets on demand
lib/kv-router/src/services/indexer/listener.rs
ListenerLoop stores an optional replay endpoint and connects a replay socket when handling a gap. run_listener no longer connects a replay socket before entering the loop. The framing test uses a completion channel.

Priority: Normal

Estimated code review effort: 3 (Moderate) | ~20 minutes

Merge Risk: Low · up to 29a3a

A burst of replay connections could occasionally skip a gap if closed sockets have not finished releasing their slots. The risk is bounded but warrants owner awareness before merging.

Pre-merge checks: Passed 3 · Failed 2

Failed Failed checks: 2 warnings

Check name Status Explanation Resolution
Docstring Coverage Warning Docstring coverage is 6.25% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 16 functions across 2 files. (2 skipped: 2… Write docstrings for the functions missing them to satisfy the coverage threshold.
Description check Warning The description clearly covers the overview, implementation details, reviewer starting points, and validation. However, it omits the required Related Issues section and does not provide a valid issue … Add the required Related Issues section with the correct issue reference, such as "Closes #XXXX", "Relates to #XXXX", or "Closes DYN-1234". Use the issue that this pull request implements, not only the referenced validation change #17238.
Passed Passed checks: 3 passed
Check name Status Explanation
Title check Passed The title clearly and concisely describes both primary changes: shared ZMQ contexts and replay connections per gap.
Linked Issues check Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check Passed Check skipped because no linked issues were found for this pull request.
Full details: Docstring Coverage

Explanation

Docstring coverage is 6.25% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 16 functions across 2 files. (2 skipped: 2 unsupported.)

Resolution

Write docstrings for the functions missing them to satisfy the coverage threshold.

Full details: Description check

Explanation

The description clearly covers the overview, implementation details, reviewer starting points, and validation. However, it omits the required Related Issues section and does not provide a valid issue reference for the implemented work. The references to #17238 do not satisfy this requirement because they appear as validation context, not as the issue this pull request implements.

Resolution

Add the required Related Issues section with the correct issue reference, such as "Closes #XXXX", "Relates to #XXXX", or "Closes DYN-1234". Use the issue that this pull request implements, not only the referenced validation change #17238.

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Actionable comments posted: 1


  • 🪄 Fix comments: Fix CodeRabbit comments on this PR
Prompt to fix review comments
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only still-valid issues, skip the rest with a brief reason, keep changes
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Inline comments:
Review comments at @lib/kv-router/src/services/common/zmq.rs:
- Around line 35-37: Lower SOCKETS_PER_CONTEXT to leave sufficient headroom
below libzmq’s socket limit for asynchronously reaped sockets, so pending reaper
backlog cannot exhaust the limit while leases remain tracked.

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Reviewing files that changed from the base of the PR and between 1ecc870 and 29a3a99.

Files selected for processing: 4
  • docs/fern/pages/developer-guide/knowledge-base/modular-components/router/standalone-indexer.md
  • docs/fern/pages/developer-guide/knowledge-base/modular-components/router/standalone-selection.md
  • lib/kv-router/src/services/common/zmq.rs
  • lib/kv-router/src/services/indexer/listener.rs

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Comment thread lib/kv-router/src/services/common/zmq.rs Outdated
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❌ Dynamo PR CI failed — run 40132737174 (attempt 1) on 26fc8604c3

Gate checks: ❌ backend-status-check · ✅ deploy-status-check · ✅ dynamo-status-check

Framework 1-GPU amd64 Multi-GPU amd64
vLLM ❌ 1 ❌ 1
SGLang ❌ 1 ✅ 1

Failure details

3 jobs failed, all with infrastructure signatures and no failing tests: two 1-GPU test jobs had their job container killed (exit 137) and the 2-GPU vLLM job's runner received a shutdown signal. Rerunning the failed jobs is likely enough.

❌ sglang-runtime / Test cuda13.0, amd64: job container killed (exit 137) mid-run

Job: sglang-runtime / Test cuda13.0, amd64 · Failed step: Run GPU tests (parallel) · Logs: gh run view --job 120991694958 -R ai-dynamo/dynamo --log-failed

[w9] tests/router/test_router_e2e_with_sglang.py::test_router_cache_salt_isolation_sglang[tcp] (GPU0, profiled=12.0 GiB, req_kv_tokens=2048) RUNNING
[elapsed 819s] GPU0: 5.4/22 GiB [w9(60s)] [queued: w11, w12]
[elapsed 829s] GPU0: 0.5/22 GiB [w9(70s)] [queued: w11, w12]
##[error]Error: failed to run script step: Error: command terminated with non-zero exit code: command terminated with exit code 137
##[error]Executing the custom container implementation failed. Please contact your self hosted runner administrator.
...
##[error]Error: Internal error occurred: unable to upgrade connection: container not found ("job")

No test reported FAILED: the job container was SIGKILLed (exit 137) about 830s into the parallel GPU tests while test_router_cache_salt_isolation_sglang[tcp] was running, and every later step failed with container not found ("job"). This is an infrastructure signature (container/pod killed on the self-hosted runner); a rerun of failed jobs is likely enough.

❌ vllm-runtime / Test cuda13.0, amd64: job container killed (exit 137) mid-run

Job: vllm-runtime / Test cuda13.0, amd64 · Failed step: Run GPU tests (parallel) · Logs: gh run view --job 120992482270 -R ai-dynamo/dynamo --log-failed

[w4] tests/serve/test_token_budget_parity.py::test_native_and_dynamo_token_budget_parity[vllm-default] (GPU0, profiled=8.0 GiB, req_kv=0.52 GiB) RUNNING
[elapsed 503s] GPU0: 3.0/22 GiB [w4(23s), w5(55s)] [queued: w6, w7, w10, w11, w16, w17, w18, w19, w20, w22]
[elapsed 513s] GPU0: 3.3/22 GiB [w4(33s), w5(65s)] [queued: w6, w7, w10, w11, w16, w17, w18, w19, w20, w22]
##[error]Error: failed to run script step: Error: command terminated with non-zero exit code: command terminated with exit code 137
##[error]Executing the custom container implementation failed. Please contact your self hosted runner administrator.
...
##[error]Error: Internal error occurred: unable to upgrade connection: container not found ("job")

Same signature: no test reported FAILED; the job container was SIGKILLed (exit 137) about 513s into the parallel GPU tests (running test_native_and_dynamo_token_budget_parity[vllm-default] and test_vllm_indexers_sync[nats-tcp]), and later steps could not find the container. Infrastructure failure; a rerun of failed jobs is likely enough.

❌ vllm-runtime / 2-GPU Test cuda13.0, amd64: runner received shutdown signal

Job: vllm-runtime / 2-GPU Test cuda13.0, amd64 · Failed step: Run GPU tests (sequential) · Logs: gh run view --job 120992482309 -R ai-dynamo/dynamo --log-failed

tests/serve/test_vllm.py::test_embedding_multi_worker_multi_model_dispatch[2] PASSED [ 80%]
tests/serve/test_vllm_omni.py::test_omni_serve_deployment[omni_disagg_t2i] SKIPPED [ 90%]
tests/vllm_self_benchmark/test_self_benchmark_gpu.py::test_self_benchmark_disagg_serves_after_bench 
##[error]Process completed with exit code 130.
##[error]Executing the custom container implementation failed. Please contact your self hosted runner administrator.
##[error]The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.

8 of 10 selected tests passed before the runner received a shutdown signal (exit 130) during test_self_benchmark_disagg_serves_after_bench; no test failure was reported. Infrastructure signature (runner lost); a rerun of failed jobs is likely enough.

For agents
{"pr": 17253, "run_id": 40132737174, "run_attempt": 1, "head_sha": "26fc8604c3c7033cac53f51d4c7ca9e0b5a011d9", "failures": [{"job": "sglang-runtime / Test cuda13.0, amd64", "job_id": 120991694958, "failed_step": "Run GPU tests (parallel)", "signature": "job container killed (exit 137), then container not found", "tests": [], "log_cmd": "gh run view --job 120991694958 -R ai-dynamo/dynamo --log-failed"}, {"job": "vllm-runtime / Test cuda13.0, amd64", "job_id": 120992482270, "failed_step": "Run GPU tests (parallel)", "signature": "job container killed (exit 137), then container not found", "tests": [], "log_cmd": "gh run view --job 120992482270 -R ai-dynamo/dynamo --log-failed"}, {"job": "vllm-runtime / 2-GPU Test cuda13.0, amd64", "job_id": 120992482309, "failed_step": "Run GPU tests (sequential)", "signature": "runner received shutdown signal (exit 130)", "tests": [], "log_cmd": "gh run view --job 120992482309 -R ai-dynamo/dynamo --log-failed"}]}

Posted automatically by Devin for run 40132737174. Updated on every full-CI run of this PR.

The pool counted sockets per context and capped them at 1000, but
libzmq frees a closed socket's slot only after the context's reaper
thread runs. Replay DEALER churn near the cap could therefore get EMFILE
from a context the pool still counted as having room, and replay_gap
would drop the gap.

Drop the pool's own count: create each socket in the first context that
accepts it and add a context only when every existing one refuses with
EMFILE. This also removes the per-socket lease.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
@jthomson04

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/ok to test 3566569

jthomson04 and others added 2 commits October 24, 2026 14:03
The lifecycle test retried construction for 5 s after shutdown(), which
hid the shared-context race: a bound PUB in a pooled context closes its
listener asynchronously, so an immediate rebuild could hit EADDRINUSE
(5 of 30 runs at 29a3a99). 3566569 gave bound publishers their
own context again; build the replacement right after shutdown() with
one attempt so the regression stays covered. The drop case keeps the
retry, since drop cancels the task asynchronously.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
The replay DEALER now lives for one replay and the live SUB has a
single owner, so neither needs Arc<tokio::Mutex<..>>. ListenerLoop owns
both as ZmqSocket; replay_gap connects inline. This removes the
SharedSocket alias, the free send_multipart/recv_multipart helpers,
connect_replay_socket and its per-replay "connected" log.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: jthomson04 <jwillthomson19@gmail.com>
@jthomson04

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/ok to test 26fc860

@jthomson04
jthomson04 enabled auto-merge (squash) October 26, 2026 19:50
@jthomson04
jthomson04 merged commit 8222ff0 into main Oct 26, 2026
204 of 209 checks passed
@jthomson04
jthomson04 deleted the jthomson04/zmq-shared-contexts branch October 26, 2026 20:00
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