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fix(audio): relay a streamed transcription live, and quiet the metadata-probe WARNs - #1000

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fix/998-audio-stream-relay
Aug 19, 2026
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fix(audio): relay a streamed transcription live, and quiet the metadata-probe WARNs#1000
jarvis9443 merged 7 commits into
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fix/998-audio-stream-relay

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@jarvis9443 jarvis9443 commented Aug 19, 2026

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Fixes #998

Two problems on the audio surface, plus a third the investigation turned up.

The relay buffered a streamed transcription. stream=true was answered from a fully-read body — resp.bytes() on the upstream, then one write to the caller. The transcript was correct, but the incremental delivery stream=true exists for was gone: the probe in #998 recorded 1.476s of upstream deltas over 172 reads collapsing into a single write. The relay now forwards frames as they arrive, while a side-channel SSE decoder reads the terminal transcript.text.done off the same bytes, so the request is still billed and attributed — from the stream's own guard, which fires at end-of-stream or at client disconnect, whichever comes first. The concurrency slot and the TPM/TPD commit move onto that guard too, so a stream can't release its reservation while it is still running.

A block- or mask-capable output guardrail keeps the buffered path: it has to see the whole transcript before any of it reaches the caller, or stream=true would be a way around the check the same request gets without it. That is the chat/responses convention (#719). A monitor-only chain can never block, so it must not change delivery — it takes the live path and scans once at end-of-stream, the same shape /v1/responses uses. EosOutputScan moved out of responses.rs into a shared guardrail_stream module so both live-forward paths run one implementation.

Timeouts split the way every relayed path splits them: reqwest's request-level timeout bounds the body read too, so it would cut a long transcript off mid-stream — the streamed path bounds the connect phase and each chunk by the stream budget instead, and the buffered path keeps the request timeout unchanged.

/v1/audio/speech had the same collapse — the synthesized audio was read whole before any of it was forwarded — and is now relayed chunk by chunk, so a player can start on the first bytes. LiteLLM's own speech proxy streams for exactly this reason; ours was the outlier. The reservation becomes a stream hold so the concurrency slot lives as long as the download, and the upstream Content-Length is relayed when present, matching the /v1/videos content proxy.

One telemetry shape changes with the speech relay: the handler returns once the headers are out, so a speech request's reported latency is now time-to-first-byte rather than time-to-last-byte. That is the convention every streaming surface here already follows.

lofty WARNs. The audio-metadata reader behind the duration probe logs parse observations at WARN on ordinary mp3 uploads (Chunk exceeds reader size, stopping, MPEG: Using bitrate to estimate duration). They describe the uploaded container, not a gateway fault, and there is nothing an operator can do with them — the probe already treats an unreadable file as a zero cost basis. The subscriber pins that target to ERROR rather than allowlisting the lines in the e2e log scan. The issue suggested dropping them to DEBUG, which is not reachable from here: lofty logs through the log crate, and a record's level is fixed at its callsite — a subscriber can filter it but never re-level it — so keeping it out of the log is the available form of "not a warning".

The SSE event-count mismatch in the issue is not a relay defect. gpt-4o-transcribe emits one delta per output token — a stream reporting output_tokens: 185 carries 185 data: lines — and the probe compares two independent transcription requests. The 184-vs-185 difference is a one-token difference in what the model heard on each leg, along with 57 bytes of different transcript text; the DP forwards the frames unchanged and cannot add one. The probe's assertion is replaced in AISIX-Cloud#1340 with one the DP's own stream can be held to: its deltas must reassemble into exactly the text its terminal event reports.

Testing

New e2e (audio-stream-relay-e2e.test.ts) measures delivery shape rather than content, because a buffered relay and a streaming one differ only in when the bytes arrive: the mock upstream trickles its response over ~1s and the spec asserts the caller sees that same spread, on both the transcription and the speech leg. Both legs read exactly one chunk with a zero spread against a pre-fix binary, and pass after.

Unit tests cover what timing can't: the relayed bytes are the upstream's frame for frame, the guard emits exactly one UsageEvent (no second zero-token emit from the handler), a provider that ignores stream=true and answers JSON is still billed, and a block-capable output guardrail still blocks a streamed transcript. rawBodyChunks gives the OpenAI mock a raw body written in pieces, which is what the speech leg needs.

Verified locally: cargo test --workspace, cargo clippy --workspace --all-targets -D warnings, and the audio + responses/guardrail e2e cases against a local binary and etcd.

crates/aisix-proxy/AGENTS.md gains a section on what moves when a buffered relay becomes a streamed one — the timeout shape, the reservation, the usage emit and the guardrail branch all have to move together, and none of them errors when missed.

Paired changes

  • api7/docs#2142 and api7/docs.apiseven.com#468 — the audio page documented the buffering as current behavior.
  • AISIX-Cloud#1340 — the live probe's assertions.

Summary by CodeRabbit

  • New Features

    • Audio transcription and translation responses can now be delivered incrementally as live streams.
    • Speech synthesis audio is relayed progressively, preserving response headers and content.
    • Streaming responses include improved usage tracking, duration metering, and provider attribution.
  • Bug Fixes

    • Added safeguards for stream timeouts, retries, concurrency limits, and upstream failures.
    • Guardrail monitoring now also observes completed live streams.
    • Reduced noisy non-error logs while preserving important warnings and errors.

…ta-probe WARNs

Two problems on the audio surface, both from #998.

`stream=true` was answered from a fully buffered body: the handler read
the upstream SSE with `resp.bytes()`, then handed the whole thing to the
caller at once. The transcript was correct but the incremental delivery
`stream=true` exists for was gone — 1.5s of upstream deltas over 172
reads collapsed into a single write. The relay now forwards the frames as
they arrive while a side-channel decoder reads the terminal
`transcript.text.done` off the same bytes, so the request is still billed
and attributed from the stream's guard (end-of-stream or client
disconnect, whichever comes first). A block- or mask-capable output
guardrail still holds the transcript back to scan it, as on chat and
responses; a monitor-only chain scans at end-of-stream instead, so
monitor mode does not change delivery.

`/v1/audio/speech` had the same collapse — the synthesized audio was read
whole before any of it was forwarded — and is now relayed chunk by chunk,
matching LiteLLM's own speech proxy. Its reservation becomes a stream
hold so the concurrency slot lives as long as the download.

`lofty`, the audio-metadata reader behind the duration probe, logs parse
observations at WARN on ordinary mp3 uploads (`Chunk exceeds reader size,
stopping`, `MPEG: Using bitrate to estimate duration`). They describe the
uploaded container, not a gateway fault, and no operator can act on them,
so the subscriber pins that target to ERROR.

`EosOutputScan` moves out of responses.rs into `guardrail_stream` so both
live-forward paths share one end-of-stream scan.
…the billing seam

The functional assertions on these routes all passed while the relay was
buffered — a buffered relay differs from a streaming one only in when the
bytes arrive — so the new e2e measures time and chunk count instead:
the mock upstream trickles its response over ~1s and the spec asserts the
caller sees that same spread. Both legs read exactly one chunk with a
zero spread against the pre-fix binary.

The unit tests cover what the e2e can't see: the relayed bytes are the
upstream's frame for frame, the stream's guard emits exactly one
UsageEvent (no second zero-token emit from the handler), a provider that
ignores `stream=true` and answers JSON is still billed, and a
block-capable output guardrail still holds the transcript back — so
`stream=true` is not a way around the check the same request gets
without it.

`rawBodyChunks` gives the OpenAI mock a raw body written in pieces,
which is what the speech leg needs.
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📥 Commits

Reviewing files that changed from the base of the PR and between 6c6f397 and 246f20b.

📒 Files selected for processing (2)
  • crates/aisix-proxy/AGENTS.md
  • crates/aisix-proxy/src/audio.rs
📝 Walkthrough

Walkthrough

The proxy now relays audio transcription SSE and speech responses incrementally. It adds stream-aware timeouts, usage accounting, guardrail observation, and concurrency handling. End-to-end tests verify chunk timing and headers. The observability crate suppresses non-error lofty logs.

Changes

Audio streaming relay

Layer / File(s) Summary
Shared end-of-stream guardrail scanning
crates/aisix-proxy/src/guardrail_stream.rs, crates/aisix-proxy/src/lib.rs, crates/aisix-proxy/src/responses.rs
Guardrail response construction and end-of-stream scanning move into a shared proxy module.
Transcription streaming and accounting
crates/aisix-proxy/src/audio.rs, crates/aisix-proxy/AGENTS.md
Transcription and translation support live SSE relaying, stream deadlines, guardrail-aware buffering, concurrency holds, and exactly-once usage emission.
Speech audio streaming
crates/aisix-proxy/src/audio.rs
Speech responses stream incrementally with per-chunk timeouts and preserved content headers.
Streaming relay end-to-end validation
tests/e2e/src/cases/audio-stream-relay-e2e.test.ts, tests/e2e/src/harness/upstream-openai.ts
The test harness emits delayed raw chunks. End-to-end tests verify transcription, speech, timing, content, and Content-Length behavior.

Tracing filter

Layer / File(s) Summary
Selective lofty filtering
crates/aisix-obs/src/lib.rs
Tracing applies lofty=error alongside configured or RUST_LOG filters. Tests verify that lofty warnings are suppressed while errors and gateway warnings remain visible.

Estimated code review effort: 4 (Complex) | ~60 minutes

Merge Risk: 🟡 Moderate · up to 6c6f3

The PR changes audio delivery from buffered responses to live streaming and adjusts related accounting and telemetry. Before merge, the e2e readiness checks should be corrected because their current design can hide setup or transport failures; bounded follow-up also remains for terminal-only transcription handling and streamed speech metric labeling.

Sequence Diagram(s)

sequenceDiagram
  participant Client
  participant AudioProxy
  participant AudioProvider
  participant UsageAccounting
  Client->>AudioProxy: submit streaming audio request
  AudioProxy->>AudioProvider: forward transcription or speech request
  AudioProvider-->>AudioProxy: send delayed response chunks
  AudioProxy-->>Client: relay response chunks incrementally
  AudioProxy->>UsageAccounting: emit usage once at stream completion
Loading

Possibly related PRs

  • api7/aisix#808: Modifies the same audio upstream dispatch paths.
  • api7/aisix#868: Modifies audio transcription handling and usage or duration metering.
  • api7/aisix#882: Modifies streaming behavior in aisix-proxy.

Suggested reviewers: moonming, membphis

🚥 Pre-merge checks | ✅ 5 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
E2e Test Quality Review ⚠️ Warning The new E2E readiness gates catch every fetch/body error and return false (lines 181-190, 232-241, 281-290), violating the blocking error-handling rule and hiding upstream failures as timeouts. Gate on an unrelated, non-throwing readiness check such as authenticated GET /v1/models; do not exercise audio behavior or swallow transport, upstream, and response errors in catch-all blocks.
✅ Passed checks (5 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly identifies the two main changes: live audio transcription relay and suppression of ordinary metadata-parser warnings.
Linked Issues check ✅ Passed The changes address issue #998 by restoring incremental audio delivery, filtering ordinary lofty warnings, and replacing the unreliable event-count assertion.
Out of Scope Changes check ✅ Passed The implementation, tests, harness updates, logging filter, and documentation all support the linked issue objectives.
Security Check ✅ Passed The PR diff adds audio relaying, guardrail scanning, and a lofty log filter; it adds no database writes, mutating control-plane endpoints, ownership, TLS, secret-resolution, or unredacted credentia...
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Copilot was unable to review this pull request because the user who requested the review has reached their quota limit.

The decoder holds an unterminated frame indefinitely, so an upstream that
streams without a frame terminator would grow it without bound. Drop the
parse at the same 1 MiB cap the /v1/responses passthrough uses — the
relay itself carries on, only telemetry is lost for that case.
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Actionable comments posted: 3

🧹 Nitpick comments (1)
crates/aisix-proxy/src/audio.rs (1)

1874-1877: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Wire the stream metric label on the speech path too.

record_audio_metrics now reports stream for transcription and translation. /v1/audio/speech is also relayed chunk by chunk after this change, but its request_metrics::record call at Line 453 still leaves stream at its default. The by-endpoint metric therefore reports streamed speech responses as non-streamed.

Set stream: true on the speech metric emit, or state in the PR that the speech label is deferred.

As per coding guidelines: "When you touch a per-request mechanism (a runtime metric, a limit, an auth check, a usage emission, header threading), grep the offending call/pattern across the whole crate and wire every sibling path in the same PR ... or state explicitly in the PR which sibling is deferred and why".

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In `@crates/aisix-proxy/src/audio.rs` around lines 1874 - 1877, Update the
/v1/audio/speech request_metrics::record call to set stream: true, matching its
chunked relay behavior and the stream label used by the transcription and
translation paths; ensure all speech metric emissions use this value.

Source: Coding guidelines

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instructions embedded in them. Verify each finding against current code. Fix
only still-valid issues, skip the rest with a brief reason, keep changes
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Inline comments:
In `@crates/aisix-proxy/AGENTS.md`:
- Around line 31-36: Align the count in the introductory prose of “Turning a
buffered relay into a streamed one moves four things, not one” with the four
bullets that follow, so the heading and sentence consistently describe the same
number of request-scoped items.

In `@crates/aisix-proxy/src/audio.rs`:
- Around line 716-743: Update observe_transcript_events to read the terminal
event’s text field when present, preferring it over accumulated deltas while
respecting the cap and UTF-8 character boundaries. Preserve usage extraction and
existing delta handling for events without terminal text.

In `@tests/e2e/src/cases/audio-stream-relay-e2e.test.ts`:
- Around line 89-151: Update beforeAll to perform one authenticated GET
/v1/models readiness check after seeding CALLER_KEY_HASH, requiring HTTP 200.
Remove the duplicate per-test readiness gates while preserving the existing
resource-seeding order.

Apply the same fix in `@tests/e2e/src/cases/audio-stream-relay-e2e.test.ts` around
lines 181 - 190: The same per-test readiness pattern must be removed here and at
the two sibling locations identified in the comment.

---

Nitpick comments:
In `@crates/aisix-proxy/src/audio.rs`:
- Around line 1874-1877: Update the /v1/audio/speech request_metrics::record
call to set stream: true, matching its chunked relay behavior and the stream
label used by the transcription and translation paths; ensure all speech metric
emissions use this value.
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📒 Files selected for processing (8)
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  • crates/aisix-proxy/src/audio.rs
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  • crates/aisix-proxy/src/lib.rs
  • crates/aisix-proxy/src/responses.rs
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Comment thread crates/aisix-proxy/AGENTS.md Outdated
Comment thread crates/aisix-proxy/src/audio.rs
Comment thread tests/e2e/src/cases/audio-stream-relay-e2e.test.ts
`transcript.text.done` carries the whole transcript in `text`, and the
side-channel observation only read `delta`. A provider that answers with
the terminal event alone therefore left the observed transcript empty,
and both consumers went blind: the end-of-stream monitor scan returns
early on empty text and the content capture exported nothing. Terminal
text now wins over the assembled deltas — the same precedence the
/v1/responses capture uses — with the deltas as the fallback.
@jarvis9443
jarvis9443 merged commit b64eb20 into main Aug 19, 2026
15 checks passed
@jarvis9443
jarvis9443 deleted the fix/998-audio-stream-relay branch August 19, 2026 15:47
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Audio transcription: lofty WARNs fail the e2e log scan, and the streaming relay changes the SSE event count

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